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0000000..0b0454b --- /dev/null +++ b/.translate/state/sympy.md.yml @@ -0,0 +1,6 @@ +source-sha: 5b5e342a8bbb24f4b1a1b4c7d6b0140aff4771b6 +synced-at: "2026-07-14" +model: claude-opus-4-8 +mode: NEW +section-count: 7 +tool-version: 0.15.0 diff --git a/.translate/state/troubleshooting.md.yml b/.translate/state/troubleshooting.md.yml new file mode 100644 index 0000000..8180f63 --- /dev/null +++ b/.translate/state/troubleshooting.md.yml @@ -0,0 +1,6 @@ +source-sha: 6d0df81899e042268a0081b71af2cedc438613b5 +synced-at: "2026-07-14" +model: claude-opus-4-8 +mode: NEW +section-count: 2 +tool-version: 0.15.0 diff --git a/.translate/state/workspace.md.yml b/.translate/state/workspace.md.yml new file mode 100644 index 0000000..f5193b1 --- /dev/null +++ b/.translate/state/workspace.md.yml @@ -0,0 +1,6 @@ +source-sha: b4ebdd49fbe75f99571b4c798d7379c542a63681 +synced-at: "2026-07-14" +model: claude-opus-4-8 +mode: NEW +section-count: 6 +tool-version: 0.15.0 diff --git a/.translate/state/writing_good_code.md.yml b/.translate/state/writing_good_code.md.yml new file mode 100644 index 0000000..4d30e73 --- /dev/null +++ b/.translate/state/writing_good_code.md.yml @@ -0,0 +1,6 @@ +source-sha: 6d0df81899e042268a0081b71af2cedc438613b5 +synced-at: "2026-07-14" +model: claude-opus-4-8 +mode: NEW +section-count: 5 +tool-version: 0.15.0 diff --git a/TRANSLATION-REPORT.md b/TRANSLATION-REPORT.md new file mode 100644 index 0000000..da37294 --- /dev/null +++ b/TRANSLATION-REPORT.md @@ -0,0 +1,37 @@ +# Translation Report + +**Generated**: 2026-07-14T23:51:01.096Z + +## Summary + +- **Total Lectures**: 26 +- **Successfully Translated**: 26 +- **Failed**: 0 +- **Total Tokens Used**: 687,236 +- **Total Time**: 34.0 minutes +- **Average Time per Lecture**: 78.4 seconds + +## Configuration + +- **Source**: /Users/mmcky/work/quantecon/lecture-python-programming +- **Target**: /Users/mmcky/work/quantecon/lecture-python-programming.fr +- **Source Language**: en +- **Target Language**: fr +- **Model**: claude-opus-4-8 +- **Localization Rules**: code-comments, figure-labels, i18n-font-config +- **Glossary Terms**: 364 + +## Next Steps + +1. Review translated lectures in `/Users/mmcky/work/quantecon/lecture-python-programming.fr` +2. Set up repo-level files if not already present: + - `.github/workflows/` — CI/CD and `action-translation` sync workflow + - `environment.yml` or `requirements.txt` — Python dependencies + - `LICENSE` +3. Build to verify: `jupyter-book build /Users/mmcky/work/quantecon/lecture-python-programming.fr` +4. Push to GitHub repository +5. Configure `action-translation` for incremental updates + +--- + +Generated by `translate init` diff --git a/lectures/_config.yml b/lectures/_config.yml new file mode 100644 index 0000000..c3fe482 --- /dev/null +++ b/lectures/_config.yml @@ -0,0 +1,80 @@ +title: Python Programming for Economics and Finance +author: Thomas J. Sargent & John Stachurski +logo: _static/qe-logo.png +description: This website presents a set of lectures on python programming for economics, designed and written by Thomas J. Sargent and John Stachurski. + +execute: + execute_notebooks: "cache" + timeout: 600 # 10 minutes + +html: + baseurl: https://python-programming.quantecon.org/ + +latex: + latex_documents: + targetname: quantecon-python-programming.tex + +sphinx: + extra_extensions: [sphinx_multitoc_numbering, sphinxext.rediraffe, sphinx_tojupyter, sphinx_exercise, sphinx_togglebutton, sphinx.ext.intersphinx] + config: + # bibtex_reference_style: author_year #TODO: enable if bibtex bibliography is used in series + # false-positive links + linkcheck_ignore: ['https://github.com/matplotlib/matplotlib/blob/v3.6.2/lib/matplotlib/axes/_axes.py#L1417-L1669', + 'https://ieeexplore.ieee.org/document/8757088', + 'https://www.sciencedirect.com/science/article/pii/S1477388021000177', + 'https://keras.io/', + 'https://data.oecd.org/', + 'https://www.reddit.com/', + 'https://openai.com', + 'https://chatgpt.com/', + 'https://fred.stlouisfed.org/.*'] + nb_merge_streams: true + # sphinx-exercise + exercise_style: "solution_follow_exercise" + html_favicon: _static/lectures-favicon.ico + html_theme: quantecon_book_theme + html_static_path: ['_static'] + html_theme_options: + authors: + - name: Thomas J. Sargent + url: http://www.tomsargent.com/ + - name: John Stachurski + url: https://johnstachurski.net/ + dark_logo: quantecon-logo-transparent.png + header_organisation_url: https://quantecon.org + header_organisation: QuantEcon + repository_url: https://github.com/QuantEcon/lecture-python-programming + nb_repository_url: https://github.com/QuantEcon/lecture-python-programming.notebooks + path_to_docs: lectures + twitter: quantecon + twitter_logo_url: https://assets.quantecon.org/img/qe-twitter-logo.png + og_logo_url: https://assets.quantecon.org/img/qe-og-logo.png + description: This website presents a set of lectures on python programming for economics, designed and written by Thomas J. Sargent and John Stachurski. + keywords: Python, QuantEcon, Quantitative Economics, Economics, Sloan, Alfred P. Sloan Foundation, Tom J. Sargent, John Stachurski + analytics: + google_analytics_id: G-X7DH1M2DPY + sticky_contents: true + launch_buttons: + notebook_interface : classic # The interface interactive links will activate ["classic", "jupyterlab"] + colab_url : https://colab.research.google.com + thebe : false # Add a thebe button to pages (requires the repository to run on Binder) + intersphinx_mapping: + jax: + - "https://jax.quantecon.org/" + - null + mathjax_path: https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js + rediraffe_redirects: + index_toc.md: intro.md + tojupyter_static_file_path: ["source/_static", "_static"] + tojupyter_target_html: true + tojupyter_urlpath: "https://python-programming.quantecon.org/" + tojupyter_image_urlpath: "https://python-programming.quantecon.org/_static/" + tojupyter_lang_synonyms: ["ipython", "ipython3", "python"] + tojupyter_kernels: + python3: + kernelspec: + display_name: "Python" + language: python3 + name: python3 + file_extension: ".py" + tojupyter_images_markdown: true diff --git a/lectures/_static/includes/header.raw b/lectures/_static/includes/header.raw new file mode 100644 index 0000000..3bbb09b --- /dev/null +++ b/lectures/_static/includes/header.raw @@ -0,0 +1,7 @@ +.. raw:: html + +
+ + QuantEcon + +
diff --git a/lectures/_static/includes/lecture_howto_py.raw b/lectures/_static/includes/lecture_howto_py.raw new file mode 100644 index 0000000..36e5eca --- /dev/null +++ b/lectures/_static/includes/lecture_howto_py.raw @@ -0,0 +1,7 @@ +.. raw:: html + +
+ + QuantEcon + +
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import cm + +xmin, xmax = -4, 12 +x = 10 +α = 0.5 + +m, v = x, 10 + +xgrid = np.linspace(xmin, xmax, 200) + +fig, ax = plt.subplots() + +ax.spines['right'].set_color('none') +ax.spines['top'].set_color('none') +ax.spines['left'].set_color('none') +ax.xaxis.set_ticks_position('bottom') +ax.spines['bottom'].set_position(('data', 0)) + +ax.set_ylim(-0.05, 0.5) +ax.set_xticks((x,)) +ax.set_xticklabels((r'$x$', ), fontsize=18) +ax.set_yticks(()) + +K = 3 +for i in range(K): + m = α * m + v = α * α * v + 1 + f = norm(loc=m, scale=np.sqrt(v)) + k = (i + 0.5) / K + ax.plot(xgrid, f.pdf(xgrid), lw=1, color='black', alpha=0.4) + ax.fill_between(xgrid, 0 * xgrid, f.pdf(xgrid), color=cm.jet(k), alpha=0.4) + + +ax.annotate(r'$Q(x,\cdot)$', xy=(6.6, 0.2), xycoords='data', + xytext=(20, 90), textcoords='offset points', fontsize=16, + arrowprops=dict(arrowstyle="->", connectionstyle="arc3,rad=-0.2")) +ax.annotate(r'$Q^2(x,\cdot)$', xy=(3.6, 0.24), xycoords='data', + xytext=(20, 90), textcoords='offset 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b/lectures/_static/lecture_specific/pandas/pandas_vs_rest.png new file mode 100644 index 0000000..ad4e70d Binary files /dev/null and b/lectures/_static/lecture_specific/pandas/pandas_vs_rest.png differ diff --git a/lectures/_static/lecture_specific/pandas/wb_download.py b/lectures/_static/lecture_specific/pandas/wb_download.py new file mode 100644 index 0000000..0794314 --- /dev/null +++ b/lectures/_static/lecture_specific/pandas/wb_download.py @@ -0,0 +1,19 @@ +import matplotlib.pyplot as plt +import requests +import pandas as pd + +# == Get data and read into file gd.xls == # +wb_data_query = "http://api.worldbank.org/v2/en/indicator/gc.dod.totl.gd.zs?downloadformat=excel" +r = requests.get(wb_data_query) +with open('gd.xls', 'wb') as output: + output.write(r.content) + +# == Parse data into a DataFrame == # +govt_debt = pd.read_excel('gd.xls', sheet_name='Data', skiprows=3, index_col=1) + +# == Take desired values and plot == # +govt_debt = govt_debt.transpose() +govt_debt = govt_debt[['AUS', 'USA']] +govt_debt = govt_debt[38:] +govt_debt.plot(lw=2) +plt.show() diff --git a/lectures/_static/lecture_specific/pandas_panel/countries.csv b/lectures/_static/lecture_specific/pandas_panel/countries.csv new file mode 100644 index 0000000..0d4245b --- /dev/null +++ b/lectures/_static/lecture_specific/pandas_panel/countries.csv @@ -0,0 +1,249 @@ +"Country (en)";"Country (de)";"Country (local)";"Country code";"Continent";"Capital";"Population";"Area";"Coastline";"Government form";"Currency";"Currency code";"Dialing prefix";"Birthrate";"Deathrate";"Life expectancy";"Url" +"Afghanistan";"Afghanistan";"Afganistan/Afqanestan";"AF";"Asia";;33332025;652230;0;"Presidential islamic republic";"Afghani";"AFN";93;38.3;13.7;51.3;"https://www.laenderdaten.info/Asien/Afghanistan/index.php" +"Egypt";"Ägypten";"Misr";"EG";"Africa";;94666993;1001450;2450;"Presidential republic";"Pfund";"EGP";20;30.3;4.7;72.7;"https://www.laenderdaten.info/Afrika/Aegypten/index.php" +"Åland Islands";"Ålandinseln";"Åland";"AX";"Europe";;29013;1580;0;"Autonomous region of Finland";"Euro";"EUR";358;0;0;0;"https://www.laenderdaten.info/Europa/Aland/index.php" +"Albania";"Albanien";"Shqipëria";"AL";"Europe";;3038594;28748;362;"parliamentary republic";"Lek";"ALL";355;13.1;6.7;78.3;"https://www.laenderdaten.info/Europa/Albanien/index.php" +"Algeria";"Algerien";"Al-Jaza’ir/Algérie";"DZ";"Africa";;40263711;2381741;998;"Presidential republic";"Dinar";"DZD";213;23;4.3;76.8;"https://www.laenderdaten.info/Afrika/Algerien/index.php" +"American Samoa";"Amerikanisch Samoa";"Amerika Samoa";"AS";"Oceania";;54194;199;116;"Presidential democracy (self-governing territory of the US)";"Dollar";"USD";"1-684";22.9;4.8;75.4;"https://www.laenderdaten.info/Ozeanien/Amerikanisch-Samoa/index.php" +"Andorra";"Andorra";"Andorra";"AD";"Europe";;85660;468;0;"parliamentary democracy";"Euro";"EUR";376;7.8;7.1;82.8;"https://www.laenderdaten.info/Europa/Andorra/index.php" +"Angola";"Angola";"Angola";"AO";"Africa";;20172332;1246700;1600;"Presidential republic";"Kwanza";"AOA";244;38.6;11.3;56;"https://www.laenderdaten.info/Afrika/Angola/index.php" +"Anguilla";"Anguilla";"Anguilla";"AI";"North America";;16752;91;61;"Parliamentary democracy (self-governing territory of the UK)";"Dollar";"XCD";1809;12.7;4.6;81.4;"https://www.laenderdaten.info/Amerika/Anguilla/index.php" +"Antarctica";"Antarktis";"–";"AQ";"Antarctica";;0;14000000;17968;"foreign-administrated territory";;;;0;0;0;"https://www.laenderdaten.info/Antarktis/Antarktis/index.php" +"Antigua and Barbuda";"Antigua und Barbuda";"Antigua and Barbuda";"AG";"North America";;93581;443;153;"Parliamentary democracy (under constitutional monarchy)";"Dollar";"XCD";1809;15.8;5.7;76.5;"https://www.laenderdaten.info/Amerika/Antigua-Barbuda/index.php" +"Equatorial Guinea";"Äquatorialguinea";"Guinea Ecuatorial";"GQ";"Africa";;759451;28051;296;"Presidential republic";"Franc";"XAF";240;32.8;8;64.2;"https://www.laenderdaten.info/Afrika/Aequatorialguinea/index.php" +"Argentina";"Argentinien";"Argentina";"AR";"South America";;43886748;2780400;4989;"Presidential republic";"Peso";"ARS";54;17;7.5;77.1;"https://www.laenderdaten.info/Amerika/Argentinien/index.php" +"Armenia";"Armenien";"Hajastan";"AM";"Asia";;3051250;29743;0;"Semi-presidential republic";"Dram";"AMD";374;13.3;9.4;74.6;"https://www.laenderdaten.info/Asien/Armenien/index.php" +"Aruba";"Aruba";"Aruba";"AW";"North America";;113648;180;69;"Parliamentary democracy (territory of the Kingdom of the Netherlands)";"Florin";"AWG";297;12.5;8.3;76.8;"https://www.laenderdaten.info/Amerika/Aruba/index.php" +"Azerbaijan";"Aserbaidschan";"Azärbaycan";"AZ";"Asia";;9872765;86600;0;"Presidential republic";"Manat";"AZN";994;16.2;7.1;72.5;"https://www.laenderdaten.info/Asien/Aserbaidschan/index.php" +"Ethiopia";"Äthiopien";"YeItyop´iya";"ET";"Africa";;102374044;1104300;0;"Federal parliamentary republic";"Birr";"ETB";251;36.9;7.9;62.2;"https://www.laenderdaten.info/Afrika/Aethiopien/index.php" +"Australia";"Australien";"Australia";"AU";"Australia";;22992654;7741220;25760;"Parliamentary democracy (under constitutional monarchy)";"Dollar";"AUD";61;12.1;7.2;82.2;"https://www.laenderdaten.info/Australien/Australien/index.php" +"Bahamas";"Bahamas";"The Bahamas";"BS";"North America";;327316;13880;3542;"Parliamentary democracy (under constitutional monarchy)";"Dollar";"BSD";1809;15.4;7.1;72.4;"https://www.laenderdaten.info/Amerika/Bahamas/index.php" +"Bahrain";"Bahrain";"Al-Bahrayn";"BH";"Asia";;1378904;760;161;"constitutional monarchy";"Dinar";"BHD";973;13.5;2.7;78.9;"https://www.laenderdaten.info/Asien/Bahrain/index.php" +"Bangladesh";"Bangladesch";"Bangladesh";"BD";"Asia";;156186882;143998;580;"parliamentary republic";"Taka";"BDT";880;19;5.3;73.2;"https://www.laenderdaten.info/Asien/Bangladesch/index.php" +"Barbados";"Barbados";"Barbados";"BB";"North America";;291495;430;97;"Parliamentary democracy (under constitutional monarchy)";"Dollar";"BBD";1809;11.8;8.5;75.3;"https://www.laenderdaten.info/Amerika/Barbados/index.php" +"Belarus";"Belarus";"Belarus";"BY";"Europe";;9570376;207600;0;"Presidential republic (in fact a dictatorship)";"Rubel";"BYR";375;10.5;13.3;72.7;"https://www.laenderdaten.info/Europa/Belarus/index.php" +"Belgium";"Belgien";"België/Belgique";"BE";"Europe";;11409077;30528;67;"Federal parliamentary republic (under constitutional monarchy)";"Euro";"EUR";32;11.4;9.7;81;"https://www.laenderdaten.info/Europa/Belgien/index.php" +"Belize";"Belize";"Belize";"BZ";"Central America";;353858;22966;386;"Parliamentary democracy (under constitutional monarchy)";"Dollar";"BZD";501;24.3;6;68.7;"https://www.laenderdaten.info/Amerika/Belize/index.php" +"Benin";"Benin";"Bénin";"BJ";"Africa";;10741458;112622;121;"Presidential republic";"Franc";"XOF";229;35.5;8;61.9;"https://www.laenderdaten.info/Afrika/Benin/index.php" +"Bermuda";"Bermuda";"Bermuda";"BM";"North America";;70537;54;103;"Parliamentary democracy (self-governing territory of the UK)";"Dollar";"BMD";1809;11.3;8.4;81.3;"https://www.laenderdaten.info/Amerika/Bermuda/index.php" +"Bhutan";"Bhutan";"Druk-Yul";"BT";"Asia";;750125;38394;0;"constitutional monarchy";"Ngultrum";"BTN";975;17.5;6.6;70.1;"https://www.laenderdaten.info/Asien/Bhutan/index.php" +"Bolivia";"Bolivien";"Bolivia";"BO";"South America";;10969649;1098581;0;"Presidential republic";"Boliviano";"BOB";591;22.4;6.5;69.2;"https://www.laenderdaten.info/Amerika/Bolivien/index.php" +"Bosnia and Herzegovina";"Bosnien und Herzegowina";"Bosna i Hercegovina";"BA";"Europe";;3861912;51197;20;"parliamentary republic";"Konvertible Mark";"BAM";387;8.8;9.9;76.7;"https://www.laenderdaten.info/Europa/Bosnien-und-Herzegowina/index.php" +"Botswana";"Botswana";"Botswana";"BW";"Africa";;2209208;581730;0;"parliamentary republic";"Pula";"BWP";267;20.7;13.3;54.5;"https://www.laenderdaten.info/Afrika/Botswana/index.php" +"Bouvet Island";"Bouvetinsel";"Bouvetøya";"BV";"Antarctica";;0;49;30;"territory of Norway";"Krone";"NOK";;0;0;0;"https://www.laenderdaten.info/Antarktis/Bouvetinsel/index.php" +"Brazil";"Brasilien";"Brasil";"BR";"South America";;205823665;8514877;7491;"Federal presidential republic";"Real";"BRL";55;14.3;6.6;73.8;"https://www.laenderdaten.info/Amerika/Brasilien/index.php" +"British Indian Ocean Territory";"Britisches Territorium im Indischen Ozean";"British Indian Ocean Territory";"IO";"Africa";;0;54400;698;"British overseas territory";"Dollar";"USD";246;0;0;0;"https://www.laenderdaten.info/Afrika/Britisches-Territorium-im-Indischen-Ozean/index.php" +"Brunei";"Brunei";"Brunei Darussalam";"BN";"Asia";;436620;5765;161;"Absolute monarchy/sultanate";"Dollar";"BND";673;17.2;3.6;77.2;"https://www.laenderdaten.info/Asien/Brunei/index.php" +"Bulgaria";"Bulgarien";"Balgarija";"BG";"Europe";;7144653;110879;354;"parliamentary republic";"Lew";"BGN";359;8.8;14.5;74.5;"https://www.laenderdaten.info/Europa/Bulgarien/index.php" +"Burkina Faso";"Burkina Faso";"Burkina Faso";"BF";"Africa";;19512533;274200;0;"Presidential republic";"Franc";"XOF";226;41.6;11.5;55.5;"https://www.laenderdaten.info/Afrika/Burkina-Faso/index.php" +"Burundi";"Burundi";"Burundi/Uburundi";"BI";"Africa";;11099298;27830;0;"Presidential republic";"Franc";"BIF";257;41.7;9;60.5;"https://www.laenderdaten.info/Afrika/Burundi/index.php" +"Chile";"Chile";"Chile";"CL";"South America";;17650114;756102;6435;"Presidential republic";"Peso";"CLP";56;13.7;6.1;78.8;"https://www.laenderdaten.info/Amerika/Chile/index.php" +"China";"China";"Zhongquo";"CN";"Asia";;1373541278;9596960;14500;"People's republic (communist one-party system)";"Yuan";"CNY";86;12.4;7.7;75.5;"https://www.laenderdaten.info/Asien/China/index.php" +"Cook Islands";"Cookinseln";"The Cook Islands";"CK";"Oceania";;9556;236;120;"parliamentary democracy";"Dollar";"NZD";682;14.1;8.3;75.8;"https://www.laenderdaten.info/Ozeanien/Cookinseln/index.php" +"Costa Rica";"Costa Rica";"Costa Rica";"CR";"Central America";;4872543;51100;1290;"Presidential republic";"Colón";"CRC";506;15.7;4.6;78.6;"https://www.laenderdaten.info/Amerika/Costa-Rica/index.php" +"Curacao";"Curaçao";"Kòrsou";"CW";"America";;149035;444;364;"parliamentary republic";"Gulden";"ANG";"599-9";13.8;8.3;78.3;"https://www.laenderdaten.info/Amerika/Curacao/index.php" +"Denmark";"Dänemark";"Danmark";"DK";"Europe";;5593785;43094;7314;"Parliamentary constitutional monarchy";"Krone";"DKK";45;10.4;10.3;79.4;"https://www.laenderdaten.info/Europa/Daenemark/index.php" +"Democratic Republic of the Congo";"Demokratische Republik Kongo";"République Démocratique du Congo";"CD";"Africa";;81331050;2344858;37;"Semi-presidential republic";"Franc";"CDF";242;34.2;9.9;57.3;"https://www.laenderdaten.info/Afrika/Kongo-Kinshasa/index.php" +"Germany";"Deutschland";"Deutschland";"DE";"Europe";;80722792;357022;2389;"Federal parliamentary republic";"Euro";"EUR";49;8.5;11.6;80.7;"https://www.laenderdaten.info/Europa/Deutschland/index.php" +"Dominica";"Dominica";"Dominica";"DM";"North America";;73757;751;148;"parliamentary republic";"Dollar";"XCD";1809;15.2;7.9;77;"https://www.laenderdaten.info/Amerika/Dominica/index.php" +"Dominican Republic";"Dominikanische Republik";"República Dominicana";"DO";"North America";;10606865;48670;1288;"Presidential republic";"Peso";"DOP";1809;18.6;4.6;78.1;"https://www.laenderdaten.info/Amerika/Dominikanische-Republik/index.php" +"Djibouti";"Dschibuti";"Djibouti/Jibuti";"DJ";"Africa";;846687;23200;314;"Semi-presidential republic";"Franc";"DJF";253;23.6;7.6;63.2;"https://www.laenderdaten.info/Afrika/Dschibuti/index.php" +"Ecuador";"Ecuador";"Ecuador";"EC";"South America";;16080778;283561;2237;"Presidential republic";"Dollar";"USD";593;18.2;5.1;76.8;"https://www.laenderdaten.info/Amerika/Ecuador/index.php" +"El Salvador";"El Salvador";"El Salvador";"SV";"Central America";;6156670;21041;307;"Presidential republic";"Dollar";"USD";503;16.3;5.7;74.7;"https://www.laenderdaten.info/Amerika/El-Salvador/index.php" +"Ivory Coast";"Elfenbeinküste";"Côte d’Ivoire";"CI";"Africa";;23740424;322463;515;"Presidential republic";"Franc";"XOF";225;28.2;9.5;58.7;"https://www.laenderdaten.info/Afrika/Elfenbeinkueste/index.php" +"Eritrea";"Eritrea";"Ertra";"ER";"Africa";;5869869;117600;2234;"Presidential republic";"Nakfa";"ERN";291;30.1;7.3;64.9;"https://www.laenderdaten.info/Afrika/Eritrea/index.php" +"Estonia";"Estland";"Eesti";"EE";"Europe";;1258545;45228;3794;"parliamentary republic";"Euro";"EUR";372;10.3;12.5;76.7;"https://www.laenderdaten.info/Europa/Estland/index.php" +"Falkland Islands";"Falklandinseln";"Falkland Islands";"FK";"South America";;2931;12173;1288;"Parliamentary democracy (self-governing territory of the UK)";"Pfund";"FKP";500;10.9;4.9;0;"https://www.laenderdaten.info/Amerika/Falklandinseln/index.php" +"Faroe Islands";"Färöer-Inseln";"Føroyar";"FO";"Europe";;50456;1393;1117;"Parliamentary democracy (territory of the Kingdom of Denmark)";"Krone";"DKK";298;14;8.7;80.4;"https://www.laenderdaten.info/Europa/Faeroeer-Inseln/index.php" +"Fiji";"Fidschi";"Fiji Islands";"FJ";"Oceania";;915303;18274;1129;"parliamentary republic";"Dollar";"FJD";679;19;6.1;72.7;"https://www.laenderdaten.info/Ozeanien/Fidschi/index.php" +"Finland";"Finnland";"Suomi";"FI";"Europe";;5498211;338145;1250;"parliamentary republic";"Euro";"EUR";358;10.7;9.9;80.9;"https://www.laenderdaten.info/Europa/Finnland/index.php" +"France";"Frankreich";"France";"FR";"Europe";;66836154;643801;3427;"Semi-presidential republic";"Euro";"EUR";33;12.3;9.3;81.8;"https://www.laenderdaten.info/Europa/Frankreich/index.php" +"French Guiana";"Französisch-Guayana";"Guyane française";"GF";"South America";;181000;83534;0;"overseas territory of France";"Euro";"EUR";594;0;0;76.1;"https://www.laenderdaten.info/Amerika/Franzoesisch-Guayana/index.php" +"French Polynesia";"Französisch-Polynesien";"Polynésie française";"PF";"Oceania";;285321;4167;2525;"Parliamentary democracy (territory of France)";"Franc";"XPF";689;15;5.1;77.2;"https://www.laenderdaten.info/Ozeanien/Franzoesisch-Polynesien/index.php" +"French Southern and Antarctic Lands";"Französische Süd- und Antarktisgebiete";"Terres australes françaises";"TF";"Antarctica";;0;439672;2800;"overseas territory of France";"Euro";"EUR";;0;0;0;"https://www.laenderdaten.info/Antarktis/Franzoesische-Antarktis/index.php" +"Gabon";"Gabun";"Le Gabon";"GA";"Africa";;1738541;267667;885;"Presidential republic";"Franc";"XAF";241;34.3;13.1;52.1;"https://www.laenderdaten.info/Afrika/Gabun/index.php" +"Gambia";"Gambia";"The Gambia";"GM";"Africa";;2009648;11295;80;"Presidential republic";"Dalasi";"GMD";220;30.1;7.1;64.9;"https://www.laenderdaten.info/Afrika/Gambia/index.php" +"Georgia";"Georgien";"Sakartvelo";"GE";"Asia";;4928052;69700;310;"Semi-presidential republic";"Lari";"GEL";995;12.5;10.9;76.2;"https://www.laenderdaten.info/Asien/Georgien/index.php" +"Ghana";"Ghana";"Ghana";"GH";"Africa";;26908262;238533;539;"Presidential republic";"Ghana Cedi";"GHS";233;30.8;7.1;66.6;"https://www.laenderdaten.info/Afrika/Ghana/index.php" +"Gibraltar";"Gibraltar";"Gibraltar";"GI";"Europe";;29328;7;12;"Parliamentary democracy (self-governing territory of the UK)";"Pfund";"GIP";350;14.1;8.4;79.4;"https://www.laenderdaten.info/Europa/Gibraltar/index.php" +"Grenada";"Grenada";"Grenada";"GD";"North America";;111219;344;121;"parliamentary democracy";"Dollar";"XCD";1809;15.8;8.1;74.3;"https://www.laenderdaten.info/Amerika/Grenada/index.php" +"Greece";"Griechenland";"Elláda";"GR";"Europe";;10773253;131957;13676;"parliamentary republic";"Euro";"EUR";30;8.5;11.2;80.5;"https://www.laenderdaten.info/Europa/Griechenland/index.php" +"Greenland";"Grönland";"Kalaallit Nunaat/Grønland";"GL";"North America";;57728;2166086;44087;"Parliamentary democracy (territory of the Kingdom of Denmark)";"Krone";"DKK";299;14.4;8.6;72.4;"https://www.laenderdaten.info/Amerika/Groenland/index.php" +"Guadeloupe";"Guadeloupe";"Guadeloupe";"GP";"North America";;456000;1628;0;"overseas territory of France";"Euro";"EUR";590;0;0;77;"https://www.laenderdaten.info/Amerika/Guadeloupe/index.php" +"Guam";"Guam";"Guam";"GU";"Oceania";;162742;544;126;"Presidential democracy (self-governing unincorporated territory of the US)";"Dollar";"USD";671;16.7;5.2;79.1;"https://www.laenderdaten.info/Ozeanien/Guam/index.php" +"Guatemala";"Guatemala";"Guatemala";"GT";"Central America";;15189958;108889;400;"Presidential republic";"Quetzal";"GTQ";502;24.5;4.7;72.3;"https://www.laenderdaten.info/Amerika/Guatemala/index.php" +"Guernsey";"Guernsey";"Bailiwick of Guernsey";"GG";"Europe";;66297;78;50;"Parliamentary democracy (autonomous Crown dependency of the UK)";"Pfund";"GGP";44;9.8;8.9;82.5;"https://www.laenderdaten.info/Europa/Guernsey/index.php" +"Guinea";"Guinea";"Guinée";"GN";"Africa";;12093349;245857;320;"Presidential republic";"Franc";"GNF";224;35.4;9.2;60.6;"https://www.laenderdaten.info/Afrika/Guinea/index.php" +"Guinea-Bissau";"Guinea-Bissau";"Guiné-Bissau";"GW";"Africa";;1759159;36125;350;"Semi-presidential republic";"Franc";"XOF";245;32.9;14.1;50.6;"https://www.laenderdaten.info/Afrika/Guinea-Bissau/index.php" +"Guyana";"Guyana";"Guyana";"GY";"South America";;735909;214969;459;"parliamentary republic";"Dollar";"GYD";592;15.5;7.4;68.4;"https://www.laenderdaten.info/Amerika/Guyana/index.php" +"Haiti";"Haiti";"Haïti/Dayti";"HT";"North America";;10485800;27750;1771;"Semi-presidential republic";"Gourde";"HTG";509;23.3;7.7;63.8;"https://www.laenderdaten.info/Amerika/Haiti/index.php" +"Heard Island and McDonald Islands";"Heard und McDonaldinseln";"Heard and McDonald Islands";"HM";"Antarctica";;0;412;102;"territory of Australia";"Dollar";"AUD";;0;0;0;"https://www.laenderdaten.info/Antarktis/Heard-und-McDonaldinseln/index.php" +"Honduras";"Honduras";"Honduras";"HN";"Central America";;8893259;112090;669;"Presidential republic";"Lempira";"HNL";504;22.8;5.2;71.1;"https://www.laenderdaten.info/Amerika/Honduras/index.php" +"Hong Kong";"Hongkong";"Xianggang/Hong Kong";"HK";"Asia";;7167403;1108;733;"Presidential limited democracy (special administrative region of China)";"Dollar";"HKD";852;9.1;7.2;82.9;"https://www.laenderdaten.info/Asien/Hongkong/index.php" +"India";"Indien";"Bharat/India";"IN";"Asia";;1266883598;3287263;7000;"Federal parliamentary republic";"Rupie";"INR";91;19.3;7.3;68.5;"https://www.laenderdaten.info/Asien/Indien/index.php" +"Indonesia";"Indonesien";"Indonesia";"ID";"Asia";;258316051;1904569;54716;"Presidential republic";"Rupiah";"IDR";62;16.4;6.4;72.7;"https://www.laenderdaten.info/Asien/Indonesien/index.php" +"Isle of Man";"Insel Man";"Isle of Man";"IM";"Europe";;88195;572;160;"Parliamentary democracy (autonomous Crown dependency of the UK)";"Pfund";"IMP";"44-1624";11;10.1;81.2;"https://www.laenderdaten.info/Europa/Insel-Man/index.php" +"Iraq";"Irak";"Al-´Iraq";"IQ";"Asia";;38146025;438317;58;"Federal parliamentary republic";"Dinar";"IQD";964;30.9;3.8;74.9;"https://www.laenderdaten.info/Asien/Irak/index.php" +"Iran";"Iran";"Iran";"IR";"Asia";;82801633;1648195;2440;"islamic republic";"Rial";"IRR";98;17.8;5.9;71.4;"https://www.laenderdaten.info/Asien/Iran/index.php" +"Ireland";"Irland";"Ireland/Éire";"IE";"Europe";;4952473;70273;1448;"parliamentary republic";"Euro";"EUR";353;14.5;6.5;80.8;"https://www.laenderdaten.info/Europa/Irland/index.php" +"Iceland";"Island";"Ísland";"IS";"Europe";;335878;103000;4970;"parliamentary republic";"Krone";"ISK";354;13.8;6.3;83;"https://www.laenderdaten.info/Europa/Island/index.php" +"Israel";"Israel";"Yisra’el/Isra’il";"IL";"Asia";;8174527;20770;273;"parliamentary democracy";"Schekel";"ILS";972;18.3;5.2;82.4;"https://www.laenderdaten.info/Asien/Israel/index.php" +"Italy";"Italien";"Italia";"IT";"Europe";;62007540;301340;7600;"parliamentary republic";"Euro";"EUR";39;8.7;10.3;82.2;"https://www.laenderdaten.info/Europa/Italien/index.php" +"Jamaica";"Jamaika";"Jamaica";"JM";"North America";;2970340;10991;1022;"Parliamentary democracy (under constitutional monarchy)";"Dollar";"JMD";1876;18;6.7;73.6;"https://www.laenderdaten.info/Amerika/Jamaika/index.php" +"Japan";"Japan";"Nihon/Nippon";"JP";"Asia";;126702133;377915;29751;"Parliamentary constitutional monarchy";"Yen";"JPY";81;7.8;9.6;85;"https://www.laenderdaten.info/Asien/Japan/index.php" +"Yemen";"Jemen";"Al-Yaman";"YE";"Asia";;27392779;527968;1906;"republic";"Rial";"YER";967;29.2;6.1;65.5;"https://www.laenderdaten.info/Asien/Jemen/index.php" +"Jersey";"Jersey";"Bailiwick of Jersey";"JE";"Europe";;98069;116;70;"Parliamentary democracy (autonomous Crown dependency of the UK)";"Pfund-Sterling";"JEP";44;12.1;7.7;81.9;"https://www.laenderdaten.info/Europa/Jersey/index.php" +"Jordan";"Jordanien";"Al-Urdunn";"JO";"Asia";;8185384;89342;26;"Parliamentary constitutional monarchy";"Dinar";"JOD";962;25.5;3.8;74.6;"https://www.laenderdaten.info/Asien/Jordanien/index.php" +"British Virgin Islands";"Jungferninseln (UK)";"British Virgin Islands";"VG";"North America";;34232;151;80;"Parliamentary democracy (self-governing territory of the UK)";"Dollar";"USD";"1-284";11;5.1;78.6;"https://www.laenderdaten.info/Amerika/Jungferninseln-UK/index.php" +"Virgin Islands";"Jungferninseln (US)";"Virgin Islands of the United States";"VI";"North America";;102951;1910;188;"Presidential democracy (self-governing territory of the US)";"Dollar";"USD";1809;10.2;8.9;80;"https://www.laenderdaten.info/Amerika/Jungferninseln-US/index.php" +"Cayman Islands";"Kaimaninseln";"Cayman Islands";"KY";"North America";;57268;264;160;"Parliamentary democracy (self-governing territory of the UK)";"Cayman-Dollar";"KYD";1809;12.1;5.7;81.2;"https://www.laenderdaten.info/Amerika/Kaimaninseln/index.php" +"Cambodia";"Kambodscha";"Kâmpuchéa";"KH";"Asia";;15957223;181035;443;"Parliamentary constitutional monarchy";"Riel";"KHR";855;23.4;7.6;64.5;"https://www.laenderdaten.info/Asien/Kambodscha/index.php" +"Cameroon";"Kamerun";"Cameroun/Cameroon";"CM";"Africa";;24360803;475440;402;"Presidential republic";"Franc";"XAF";237;35.8;9.8;58.5;"https://www.laenderdaten.info/Afrika/Kamerun/index.php" +"Canada";"Kanada";"Canada";"CA";"North America";;35362905;9984670;202080;"Federal parliamentary republic (under constitutional monarchy)";"Dollar";"CAD";1;10.3;8.5;81.9;"https://www.laenderdaten.info/Amerika/Kanada/index.php" +"Cape Verde";"Kap Verde";"Cabo Verde";"CV";"Africa";;553432;4033;965;"parliamentary republic";"Escudo";"CVE";238;20.2;6.1;72.1;"https://www.laenderdaten.info/Afrika/Kap-Verde/index.php" +"Kazakhstan";"Kasachstan";"Qazaqstan";"KZ";"Asia";;18360353;2724900;0;"Presidential republic";"Tenge";"KZT";7;18.7;8.2;70.8;"https://www.laenderdaten.info/Asien/Kasachstan/index.php" +"Qatar";"Katar";"Qatar";"QA";"Asia";;2258283;11586;563;"absolute monarchy";"Dollar";"QAR";974;9.7;1.5;78.7;"https://www.laenderdaten.info/Asien/Katar/index.php" +"Kenya";"Kenia";"Kenya";"KE";"Africa";;46790758;580367;536;"Presidential republic";"Schilling";"KES";254;25.1;6.8;64;"https://www.laenderdaten.info/Afrika/Kenia/index.php" +"Kyrgyzstan";"Kirgisistan";"Kyrgyzstan";"KG";"Asia";;5727553;199951;0;"parliamentary republic";"Som";"KGS";996;22.6;6.6;70.7;"https://www.laenderdaten.info/Asien/Kirgisistan/index.php" +"Kiribati";"Kiribati";"Kiribati";"KI";"Oceania";;106925;811;1143;"Presidential republic";"Dollar";"AUD";686;21.3;7.1;66.2;"https://www.laenderdaten.info/Ozeanien/Kiribati/index.php" +"Cocos Islands";"Kokosinseln";"Cocos (Keeling) Islands";"CC";"Australia";;596;14;26;"(non-self-governing territory of Australia)";"Dollar";"AUD";891;0;0;0;"https://www.laenderdaten.info/Australien/Kokosinseln/index.php" +"Colombia";"Kolumbien";"Colombia";"CO";"South America";;47220856;1138910;3208;"Presidential republic";"Peso";"COP";57;16.3;5.4;75.7;"https://www.laenderdaten.info/Amerika/Kolumbien/index.php" +"Comoros";"Komoren";"Komori/Comores";"KM";"Africa";;794678;2235;340;"Federal presidential republic";"Franc";"KMF";269;26.9;7.4;64.2;"https://www.laenderdaten.info/Afrika/Komoren/index.php" +"Republic of the Congo";"Kongo";"Congo";"CG";"Africa";;4852412;342000;169;"Presidential republic";"Franc";"CDF";242;35.1;9.7;59.3;"https://www.laenderdaten.info/Afrika/Kongo-Brazzaville/index.php" +"Kosovo";"Kosovo";"Kosova";"XK";"Europe";;1883018;10887;0;"parliamentary republic";"Euro";"EUR";383;0;0;69;"https://www.laenderdaten.info/Europa/Kosovo/index.php" +"Croatia";"Kroatien";"Hrvatska";"HR";"Europe";;4313707;56594;5835;"parliamentary republic";"Kuna";"HRK";385;9;12.1;75.9;"https://www.laenderdaten.info/Europa/Kroatien/index.php" +"Cuba";"Kuba";"Cuba";"CU";"North America";;11179995;110860;3735;"Republic (communist one-party system)";"Peso";"CUP";53;10.8;8.6;78.7;"https://www.laenderdaten.info/Amerika/Kuba/index.php" +"Kuwait";"Kuwait";"Al-Kuwayt";"KW";"Asia";;2832776;17818;499;"constitutional monarchy";"Dinar";"KWD";965;19.6;2.2;78;"https://www.laenderdaten.info/Asien/Kuwait/index.php" +"Laos";"Laos";"Lao";"LA";"Asia";;7019073;236800;0;"Republic (communist one-party system)";"Kip";"LAK";856;23.9;7.5;64.3;"https://www.laenderdaten.info/Asien/Laos/index.php" +"Lesotho";"Lesotho";"Lesotho";"LS";"Africa";;1953070;30355;0;"Parliamentary constitutional monarchy";"Loti";"LSL";266;25.1;14.9;53;"https://www.laenderdaten.info/Afrika/Lesotho/index.php" +"Latvia";"Lettland";"Latvija";"LV";"Europe";;1965686;64589;498;"parliamentary republic";"Euro";"EUR";371;9.9;14.4;74.5;"https://www.laenderdaten.info/Europa/Lettland/index.php" +"Lebanon";"Libanon";"Lubnan";"LB";"Asia";;6237738;10400;225;"parliamentary republic";"Pfund";"LBP";961;14.4;4.9;77.6;"https://www.laenderdaten.info/Asien/Libanon/index.php" +"Liberia";"Liberia";"Liberia";"LR";"Africa";;4299944;111369;579;"Presidential republic";"Dollar";"LRD";231;33.9;9.5;59;"https://www.laenderdaten.info/Afrika/Liberia/index.php" +"Libya";"Libyen";"Libiya";"LY";"Africa";;6541948;1759540;1770;"Republic (transitional government after dictatorship)";"Dinar";"LYD";218;17.8;3.6;76.5;"https://www.laenderdaten.info/Afrika/Libyen/index.php" +"Liechtenstein";"Liechtenstein";"Liechtenstein";"LI";"Europe";;37937;160;0;"constitutional monarchy";"Franken";"CHF";423;10.4;7.3;81.9;"https://www.laenderdaten.info/Europa/Liechtenstein/index.php" +"Lithuania";"Litauen";"Lietuva";"LT";"Europe";;2854235;65300;90;"Semi-presidential republic";"Litas";"LTL";370;10;14.5;74.9;"https://www.laenderdaten.info/Europa/Litauen/index.php" +"Luxembourg";"Luxemburg";"Luxembourg/Lëtzebuerg";"LU";"Europe";;582291;2586;0;"constitutional monarchy";"Euro";"EUR";352;11.4;7.3;82.3;"https://www.laenderdaten.info/Europa/Luxemburg/index.php" +"Macau";"Macau";"Macau/Aomen";"MO";"Asia";;597425;28;41;"Presidential limited democracy (special administrative region of China)";"Pataca";"MOP";853;8.8;4.4;84.5;"https://www.laenderdaten.info/Asien/Macau/index.php" +"Madagascar";"Madagaskar";"Madagasikara/Madagascar";"MG";"Africa";;24430325;587041;4828;"Semi-presidential republic";"Ariary";"MGA";261;32.1;6.7;65.9;"https://www.laenderdaten.info/Afrika/Madagaskar/index.php" +"Malawi";"Malawi";"Malawi";"MW";"Africa";;18570321;118484;0;"Presidential republic";"Kwacha";"MWK";265;41.3;8.1;61.2;"https://www.laenderdaten.info/Afrika/Malawi/index.php" +"Malaysia";"Malaysia";"Malaysia";"MY";"Asia";;30949962;329847;4675;"Federal constitutional monarchy";"Ringgit";"MYR";60;19.4;5.1;75;"https://www.laenderdaten.info/Asien/Malaysia/index.php" +"Maldives";"Malediven";"Dhivehi Raajje/Maldives";"MV";"Asia";;392960;298;644;"Presidential republic";"Rufiyaa";"MVR";960;16;3.9;75.6;"https://www.laenderdaten.info/Asien/Malediven/index.php" +"Mali";"Mali";"Mali";"ML";"Africa";;17467108;1240192;0;"Semi-presidential republic";"Franc";"XOF";223;44.4;12.6;55.8;"https://www.laenderdaten.info/Afrika/Mali/index.php" +"Malta";"Malta";"Malta";"MT";"Europe";;415196;316;197;"parliamentary republic";"Euro";"EUR";356;10.1;9.2;80.4;"https://www.laenderdaten.info/Europa/Malta/index.php" +"Morocco";"Marokko";"Al-Maghrib";"MA";"Africa";;33655786;446550;1835;"Parliamentary constitutional monarchy";"Dirham";"MAD";212;18;4.8;76.9;"https://www.laenderdaten.info/Afrika/Marokko/index.php" +"Marshall Islands";"Marshallinseln";"Marshall Islands/Majol";"MH";"Oceania";;73376;181;370;"Presidential republic";"Dollar";"USD";692;25;4.2;73.1;"https://www.laenderdaten.info/Ozeanien/Marshallinseln/index.php" +"Martinique";"Martinique";"Martinique";"MQ";"North America";;395000;1128;0;"overseas territory of France";"Euro";"EUR";596;0;0;78.3;"https://www.laenderdaten.info/Amerika/Martinique/index.php" +"Mauritania";"Mauretanien";"Muritaniya/Mauritanie";"MR";"Africa";;3677293;1030700;754;"Presidential republic";"Ouguiya";"MRO";222;30.9;8.1;63;"https://www.laenderdaten.info/Afrika/Mauretanien/index.php" +"Mauritius";"Mauritius";"Mauritius";"MU";"Africa";;1348242;2040;177;"parliamentary republic";"Rupie";"MUR";230;13.1;7;75.6;"https://www.laenderdaten.info/Afrika/Mauritius/index.php" +"Mayotte";"Mayotte";"Mayotte";"YT";"Africa";;223765;374;0;"overseas territory of France";"Euro";"EUR";269;39.3;0;62.9;"https://www.laenderdaten.info/Afrika/Mayotte/index.php" +"Macedonia";"Mazedonien";"Makedonija";"MK";"Europe";;2100025;25713;0;"parliamentary republic";"Denar";"MKD";389;11.5;9.1;76.2;"https://www.laenderdaten.info/Europa/Mazedonien/index.php" +"Mexico";"Mexiko";"México";"MX";"North America";;123166749;1964375;9330;"Federal presidential republic";"Peso";"MXN";52;18.5;5.3;75.9;"https://www.laenderdaten.info/Amerika/Mexiko/index.php" +"Micronesia, Federated States of";"Mikronesien";"Micronesia";"FM";"Oceania";;104719;702;6112;"Federal republic";"Dollar";"USD";691;20.3;4.2;72.9;"https://www.laenderdaten.info/Ozeanien/Mikronesien/index.php" +"Moldova";"Moldawien";"Moldova";"MD";"Europe";;3510485;33851;0;"parliamentary republic";"Leu";"MDL";373;11.8;12.6;70.7;"https://www.laenderdaten.info/Europa/Moldau/index.php" +"Monaco";"Monaco";"Monaco";"MC";"Europe";;30581;2;4;"constitutional monarchy";"Euro";"EUR";3393;6.6;9.6;89.5;"https://www.laenderdaten.info/Europa/Monaco/index.php" +"Mongolia";"Mongolei";"Mongol Uls";"MN";"Asia";;3031330;1564116;0;"Semi-presidential republic";"Tögrög";"MNT";976;19.6;6.3;69.6;"https://www.laenderdaten.info/Asien/Mongolei/index.php" +"Montenegro";"Montenegro";;"ME";"Europe";;644578;13812;294;"parliamentary republic";"Euro";"EUR";382;10.2;9.6;0;"https://www.laenderdaten.info/Europa/Montenegro/index.php" +"Montserrat";"Montserrat";"Montserrat";"MS";"North America";;5267;102;40;"Parliamentary democracy (self-governing territory of the UK)";"Dollar";"XCD";1809;11;6.3;74.4;"https://www.laenderdaten.info/Amerika/Montserrat/index.php" +"Mozambique";"Mosambik";"Moçambique";"MZ";"Africa";;25930150;799380;2470;"Presidential republic";"Metical";"MZN";258;38.3;11.9;53.3;"https://www.laenderdaten.info/Afrika/Mosambik/index.php" +"Burma";"Myanmar";"Myanma Pye";"MM";"Asia";;56890418;676578;1930;"parliamentary republic";"Kyat";"MMK";95;18.2;7.9;66.6;"https://www.laenderdaten.info/Asien/Myanmar/index.php" +"Namibia";"Namibia";"Namibia";"NA";"Africa";;2436469;824292;1572;"Presidential republic";"Dollar";"NAD";264;27.9;8.1;63.6;"https://www.laenderdaten.info/Afrika/Namibia/index.php" +"Nauru";"Nauru";"Naoero/Nauru";"NR";"Oceania";;9591;21;30;"parliamentary republic";"Dollar";"AUD";674;24.4;5.9;67.1;"https://www.laenderdaten.info/Ozeanien/Nauru/index.php" +"Nepal";"Nepal";"Nepal";"NP";"Asia";;29033914;147181;0;"Federal parliamentary republic";"Rupie";"NPR";977;19.9;5.7;70.7;"https://www.laenderdaten.info/Asien/Nepal/index.php" +"New Caledonia";"Neukaledonien";"Nouvelle-Calédonie";"NC";"Oceania";;275355;18575;2254;"Parliamentary democracy (territory of France)";"Franc";"XPF";687;15.2;5.6;77.7;"https://www.laenderdaten.info/Ozeanien/Neukaledonien/index.php" +"New Zealand";"Neuseeland";"New Zealand/Aotearoa";"NZ";"Australia";;4474549;267710;15134;"Parliamentary democracy (under constitutional monarchy)";"Dollar";"NZD";64;13.3;7.4;81.2;"https://www.laenderdaten.info/Australien/Neuseeland/index.php" +"Nicaragua";"Nicaragua";"Nicaragua";"NI";"Central America";;5966798;130370;910;"Presidential republic";"Córdoba Oro";"NIO";505;17.9;5.1;73.2;"https://www.laenderdaten.info/Amerika/Nicaragua/index.php" +"Netherlands";"Niederlande";"Nederland";"NL";"Europe";;17016967;41543;451;"Parliamentary constitutional monarchy";"Euro";"EUR";31;10.9;8.8;81.3;"https://www.laenderdaten.info/Europa/Niederlande/index.php" +"Netherlands Antilles";"Niederländische Antillen";"Nederlandse Antillen";"AN";"North America";;227049;800;0;"territory of the Netherlands";"Gulden";"ANG";599;14.2;0;76.7;"https://www.laenderdaten.info/Amerika/Niederlaendische-Antillen/index.php" +"Niger";"Niger";"Niger";"NE";"Africa";;18638600;1267000;0;"Semi-presidential republic";"Franc";"XOF";227;44.8;12.1;55.5;"https://www.laenderdaten.info/Afrika/Niger/index.php" +"Nigeria";"Nigeria";"Nigeria";"NG";"Africa";;186053386;923768;853;"Federal presidential republic";"Naira";"NGN";234;37.3;12.7;53.4;"https://www.laenderdaten.info/Afrika/Nigeria/index.php" +"Niue";"Niue";"Niue";"NU";"Oceania";;1190;260;64;"parliamentary democracy";"Dollar";"NZD";683;0;0;0;"https://www.laenderdaten.info/Ozeanien/Niue/index.php" +"North Korea";"Nordkorea";"Choson Minjujuui In´min Konghwaguk (Bukhan)";"KP";"Asia";;25115311;120538;2495;"People's republic (communist one-party system)";"Won";"KPW";850;14.6;9.3;70.4;"https://www.laenderdaten.info/Asien/Nordkorea/index.php" +"Northern Mariana Islands";"Nördliche Marianen";"Northern Mariana Islands";"MP";"Oceania";;53467;464;1482;"Presidential democracy";"Dollar";"USD";"1-670";17.2;3.8;78;"https://www.laenderdaten.info/Ozeanien/Noerdliche-Marianen/index.php" +"Norfolk Island";"Norfolkinsel";"Norfolk Island";"NF";"Australia";;2210;36;32;"Parliamentary democracy (territory of Australia)";"Dollar";"AUD";6723;0;0;0;"https://www.laenderdaten.info/Australien/Norfolkinsel/index.php" +"Norway";"Norwegen";"Norge";"NO";"Europe";;5265158;323802;25148;"Parliamentary constitutional monarchy";"Krone";"NOK";47;12.2;8.1;81.8;"https://www.laenderdaten.info/Europa/Norwegen/index.php" +"Oman";"Oman";"´Uman";"OM";"Asia";;3355262;309500;2092;"absolute monarchy";"Rial";"OMR";968;24.3;3.3;75.5;"https://www.laenderdaten.info/Asien/Oman/index.php" +"Austria";"Österreich";"Österreich";"AT";"Europe";;8711770;83871;0;"Federal parliamentary republic";"Euro";"EUR";43;9.5;9.5;81.5;"https://www.laenderdaten.info/Europa/Oesterreich/index.php" +"Timor-Leste";"Osttimor";"Timor Timur";"TL";"Asia";;1261072;14874;706;"Semi-presidential republic";"Dollar";"USD";670;33.8;6;68.1;"https://www.laenderdaten.info/Asien/Osttimor/index.php" +"Pakistan";"Pakistan";"Pakistan";"PK";"Asia";;201995540;796095;1046;"Federal parliamentary republic";"Rupie";"PKR";92;22.3;6.4;67.7;"https://www.laenderdaten.info/Asien/Pakistan/index.php" +"Palestine";"Palästina";"Filastin";"PS";"Asia";;2731052;5860;0;"autonomous region";"Schekel";"ILS";970;23.4;3.5;75.7;"https://www.laenderdaten.info/Asien/Palaestina/index.php" +"Palau";"Palau";"Belau/Palau";"PW";"Oceania";;21347;459;1519;"Presidential republic";"Dollar";"USD";680;11.2;8;73.1;"https://www.laenderdaten.info/Ozeanien/Palau/index.php" +"Panama";"Panama";"Panamá";"PA";"Central America";;3705246;75420;2490;"Presidential republic";"Balboa";"PAB";507;18.1;4.9;78.6;"https://www.laenderdaten.info/Amerika/Panama/index.php" +"Papua New Guinea";"Papua-Neuguinea";"Papua New Guinea/Papua Niugini";"PG";"Oceania";;6791317;462840;5152;"Parliamentary democracy (under constitutional monarchy)";"Kina";"PGK";675;24;6.5;67.2;"https://www.laenderdaten.info/Ozeanien/Papua-Neuguinea/index.php" +"Paraguay";"Paraguay";"Paraguay";"PY";"South America";;6862812;406752;0;"Presidential republic";"Guaraní";"PYG";595;16.5;4.7;77.2;"https://www.laenderdaten.info/Amerika/Paraguay/index.php" +"Peru";"Peru";"Perú/Piruw";"PE";"South America";;30741062;1285216;2414;"Presidential republic";"Nuevo Sol";"PEN";51;18;6;73.7;"https://www.laenderdaten.info/Amerika/Peru/index.php" +"Philippines";"Philippinen";"Pilipinas";"PH";"Asia";;102624209;300000;36289;"Presidential republic";"Peso";"PHP";63;24;6.1;69.2;"https://www.laenderdaten.info/Asien/Philippinen/index.php" +"Pitcairn Islands";"Pitcairninseln";"Pitcairn";"PN";"Oceania";;54;47;51;"Parliamentary democracy (territory of the US)";"Pfund";"GBP";649;0;0;0;"https://www.laenderdaten.info/Ozeanien/Pitcairninseln/index.php" +"Poland";"Polen";"Polska";"PL";"Europe";;38523261;312685;440;"parliamentary republic";"Zloty";"PLN";48;9.6;10.3;77.6;"https://www.laenderdaten.info/Europa/Polen/index.php" +"Portugal";"Portugal";"Portugal";"PT";"Europe";;10833816;92090;1793;"Semi-presidential republic";"Euro";"EUR";351;9.1;11.1;79.3;"https://www.laenderdaten.info/Europa/Portugal/index.php" +"Puerto Rico";"Puerto Rico";"Puerto Rico";"PR";"North America";;3578056;13790;501;"Presidential democracy";"Dollar";"USD";1809;10.8;8.8;79.4;"https://www.laenderdaten.info/Amerika/Puerto-Rico/index.php" +"Reunion";"Réunion";"Réunion";"RE";"Africa";;699000;2512;0;"overseas territory of France";"Euro";"EUR";262;0;0;72.7;"https://www.laenderdaten.info/Afrika/Reunion/index.php" +"Rwanda";"Ruanda";"Rwanda/Urwanda";"RW";"Africa";;12988423;26338;0;"Presidential republic";"Franc";"RWF";250;33.3;8.8;60.1;"https://www.laenderdaten.info/Afrika/Ruanda/index.php" +"Romania";"Rumänien";"România";"RO";"Europe";;21599736;238391;225;"Semi-presidential republic";"Leu";"RON";40;9;11.9;75.1;"https://www.laenderdaten.info/Europa/Rumaenien/index.php" +"Russia";"Russland";"Rossija";"RU";"Europe";;142355415;17098242;37653;"Federal republic";"Rubel";"RUB";7;11.3;13.6;70.8;"https://www.laenderdaten.info/Europa/Russland/index.php" +"Solomon Islands";"Salomonen";"Solomon Islands";"SB";"Oceania";;635027;28896;5313;"Parliamentary democracy (under constitutional monarchy)";"Dollar";"SBD";677;25.3;3.8;75.3;"https://www.laenderdaten.info/Ozeanien/Salomonen/index.php" +"Zambia";"Sambia";"Zambia";"ZM";"Africa";;15510711;752618;0;"Presidential republic";"Kwacha";"ZMK";260;41.8;12.4;52.5;"https://www.laenderdaten.info/Afrika/Sambia/index.php" +"Samoa";"Samoa";"Samoa";"WS";"Oceania";;198926;2831;403;"parliamentary republic";"Tala";"WST";685;20.6;5.3;73.7;"https://www.laenderdaten.info/Ozeanien/Samoa/index.php" +"San Marino";"San Marino";"San Marino";"SM";"Europe";;33285;61;0;"parliamentary republic";"Euro";"EUR";378;8.6;8.6;83.3;"https://www.laenderdaten.info/Europa/San-Marino/index.php" +"Saint Barthelemy";"Sankt Bartholomäus";"Saint-Barthélemy";"BL";"America";;7209;21;0;"territory of France";"Euro";"EUR";590;0;0;0;"https://www.laenderdaten.info/Amerika/Sankt-Bartholomaeus/index.php" +"Sao Tome and Principe";"São Tomé und Príncipe";"São Tomé e Príncipe";"ST";"Africa";;197541;964;209;"Semi-presidential republic";"Dobra";"STD";239;33.3;7;64.9;"https://www.laenderdaten.info/Afrika/Sao-Tome-und-Principe/index.php" +"Saudi Arabia";"Saudi-Arabien";"Al-´Arabiya as-Sa´udiya";"SA";"Asia";;28160273;2149690;2640;"absolute monarchy";"Riyal";"SAR";966;18.4;3.3;75.3;"https://www.laenderdaten.info/Asien/Saudi-Arabien/index.php" +"Sweden";"Schweden";"Sverige";"SE";"Europe";;9880604;450295;3218;"Parliamentary constitutional monarchy";"Krone";"SEK";46;12;9.4;82.1;"https://www.laenderdaten.info/Europa/Schweden/index.php" +"Switzerland";"Schweiz";"Schweiz/Suisse/Svizzera/Svizra";"CH";"Europe";;8179294;41277;0;"Federal republic";"Franken";"CHF";41;10.5;8.2;82.6;"https://www.laenderdaten.info/Europa/Schweiz/index.php" +"Senegal";"Senegal";"Sénégal/Sounougal";"SN";"Africa";;14320055;196722;531;"Presidential republic";"Franc";"XOF";221;34;8.3;61.7;"https://www.laenderdaten.info/Afrika/Senegal/index.php" +"Serbia";"Serbien";;"RS";"Europe";;7143921;77474;0;"parliamentary republic";"Dinar";"RSD";381;9;13.6;75.5;"https://www.laenderdaten.info/Europa/Serbien/index.php" +"Seychelles";"Seychellen";"Sesel/Seychelles";"SC";"Africa";;93186;455;491;"Presidential republic";"Rupie";"SCR";248;13.9;6.9;74.7;"https://www.laenderdaten.info/Afrika/Seychellen/index.php" +"Sierra Leone";"Sierra Leone";"Sierra Leone";"SL";"Africa";;6018888;71740;402;"Presidential republic";"Leone";"SLL";232;36.7;10.6;58.2;"https://www.laenderdaten.info/Afrika/Sierra-Leone/index.php" +"Zimbabwe";"Simbabwe";"Zimbabwe";"ZW";"Africa";;14546961;390757;0;"Semi-presidential republic";"Dollar";"ZWL";263;31.9;9.9;58;"https://www.laenderdaten.info/Afrika/Simbabwe/index.php" +"Singapore";"Singapur";"Singapore/Singapura/Xinjiapo/Singapur";"SG";"Asia";;5781728;697;193;"parliamentary republic";"Dollar";"SGD";65;8.4;3.5;85;"https://www.laenderdaten.info/Asien/Singapur/index.php" +"Saint Martin";"Sint Maarten";"Sint Maarten";"SX";"America";;31949;54;59;"Republic (autonomous territory of the Kingdom of the Netherlands)";"Gulden";"ANG";"1-721";13.1;5;78.1;"https://www.laenderdaten.info/Amerika/Sint-Maarten/index.php" +"Slovakia";"Slowakei";"Slovensko";"SK";"Europe";;5445802;49035;0;"parliamentary republic";"Euro";"EUR";42;9.8;9.8;77.1;"https://www.laenderdaten.info/Europa/Slowakei/index.php" +"Slovenia";"Slowenien";"Slovenija";"SI";"Europe";;1978029;20273;47;"parliamentary republic";"Euro";"EUR";386;8.3;11.5;78.2;"https://www.laenderdaten.info/Europa/Slowenien/index.php" +"Somalia";"Somalia";"Soomaaliya";"SO";"Africa";;10817354;637657;3025;"Federal parliamentary republic";"Schilling";"SOS";252;40;13.3;52.4;"https://www.laenderdaten.info/Afrika/Somalia/index.php" +"Spain";"Spanien";"España";"ES";"Europe";;48563476;505370;4964;"Parliamentary constitutional monarchy";"Euro";"EUR";34;9.4;9.1;81.7;"https://www.laenderdaten.info/Europa/Spanien/index.php" +"Sri Lanka";"Sri Lanka";"Sri Lanka/Ilankai";"LK";"Asia";;22235000;65610;1340;"Presidential republic";"Rupie";"LKR";94;15.5;6.2;76.8;"https://www.laenderdaten.info/Asien/Sri-Lanka/index.php" +"Saint Helena, Ascension and Tristan da Cunha";"St. Helena";"Saint Helena";"SH";"Africa";;7795;308;60;"Parliamentary democracy (limited self-governing territory of the UK)";"Pfund";"SHP";290;9.7;7.7;79.5;"https://www.laenderdaten.info/Afrika/St-Helena/index.php" +"Saint Kitts and Nevis";"St. Kitts und Nevis";"Saint Kitts and Nevis";"KN";"North America";;52329;261;135;"Federal parliamentary republic (under constitutional monarchy)";"Dollar";"XCD";1809;13.3;7.1;75.7;"https://www.laenderdaten.info/Amerika/St-Kitts-Nevis/index.php" +"Saint Lucia";"St. Lucia";"Saint Lucia";"LC";"North America";;164464;616;158;"Parliamentary democracy (under constitutional monarchy)";"Dollar";"XCD";1809;13.5;7.6;77.8;"https://www.laenderdaten.info/Amerika/St-Lucia/index.php" +"Saint Pierre and Miquelon";"St. Pierre und Miquelon";"Saint-Pierre-et-Miquelon";"PM";"North America";;5595;242;120;"Parliamentary democracy (territory of France)";"Euro";"EUR";508;7.2;9.8;80.5;"https://www.laenderdaten.info/Amerika/St-Pierre-Miquelon/index.php" +"Saint Vincent and the Grenadines";"St. Vincent und die Grenadinen";"Saint Vincent and the Grenadines";"VC";"North America";;102350;389;84;"Parliamentary democracy (under constitutional monarchy)";"Dollar";"XCD";1809;13.4;7.3;75.3;"https://www.laenderdaten.info/Amerika/St-Vincent-Grenadinen/index.php" +"South Africa";"Südafrika";"South Africa";"ZA";"Africa";;54300704;1219090;2798;"parliamentary republic";"Rand";"ZAR";27;20.5;9.6;63.1;"https://www.laenderdaten.info/Afrika/Suedafrika/index.php" +"Sudan";"Sudan";"As-Sudan";"SD";"Africa";;36729501;1861484;853;"Presidential republic";"Pfund";"SDG";249;28.5;7.5;64.1;"https://www.laenderdaten.info/Afrika/Sudan/index.php" +"South Georgia and South Sandwich Islands";"Südgeorgien und die Südlichen Sandwichinseln";"South Georgia and the South Sandwich Islands";"GS";"Antarctica";;30;3903;0;"British overseas territory";"Pfund";"GBP";500;0;0;0;"https://www.laenderdaten.info/Antarktis/Suedgeorgien-Sandwichinseln/index.php" +"South Korea";"Südkorea";"Taehan Min’guk (Namhan)";"KR";"Asia";;50924172;99720;2413;"Presidential republic";"Won";"KRW";82;8.4;5.8;82.4;"https://www.laenderdaten.info/Asien/Suedkorea/index.php" +"South Sudan";"Südsudan";"Republic of South Sudan";"SS";"Africa";;12530717;644329;0;"Presidential republic";"Pfund";"SSP";211;36.2;8;0;"https://www.laenderdaten.info/Afrika/Suedsudan/index.php" +"Suriname";"Suriname";"Suriname";"SR";"South America";;585824;163820;386;"Presidential republic";"Dollar";"SRD";597;16;6.1;72.2;"https://www.laenderdaten.info/Amerika/Suriname/index.php" +"Svalbard";"Svalbard und Jan Mayen";"Svalbard og Jan Mayen";"SJ";"Europe";;1872;377;124;"territory of Norway";"Krone";"NOK";47;0;0;0;"https://www.laenderdaten.info/Europa/Svalbard-und-Jan-Mayen/index.php" +"Swaziland";"Swasiland";"kaNgwane";"SZ";"Africa";;1451428;17364;0;"absolute monarchy";"Lilangeni";"SZL";268;24.3;13.4;51.6;"https://www.laenderdaten.info/Afrika/Swasiland/index.php" +"Syria";"Syrien";"Suriya";"SY";"Asia";;17185170;185180;193;"Presidential republic";"Pfund";"SYP";963;21.7;4;74.9;"https://www.laenderdaten.info/Asien/Syrien/index.php" +"Tajikistan";"Tadschikistan";"Toçikiston";"TJ";"Asia";;8330946;143100;0;"Presidential republic";"Somoni";"TJS";992;23.8;6.1;67.7;"https://www.laenderdaten.info/Asien/Tadschikistan/index.php" +"Taiwan";"Taiwan";"T’ai-wan";"TW";"Asia";;23464787;35980;1566;"Semi-presidential republic";"Dollar";"TWD";886;8.4;7.3;80.1;"https://www.laenderdaten.info/Asien/Taiwan/index.php" +"Tanzania";"Tansania";"Tanzania";"TZ";"Africa";;52482726;947300;1424;"Presidential republic";"Schilling";"TZS";255;36;7.8;62.2;"https://www.laenderdaten.info/Afrika/Tansania/index.php" +"Thailand";"Thailand";"Prathet Thai";"TH";"Asia";;68200824;513120;3219;"Constitutional monarchy (interim military-government since May 2014)";"Baht";"THB";66;11.1;7.9;74.7;"https://www.laenderdaten.info/Asien/Thailand/index.php" +"Togo";"Togo";"Togo";"TG";"Africa";;7756937;56785;56;"Presidential republic";"Franc";"XOF";228;33.7;7.1;65;"https://www.laenderdaten.info/Afrika/Togo/index.php" +"Tokelau";"Tokelau";"Tokelau";"TK";"Oceania";;1337;12;101;"Parliamentary democracy (territory of New Zealand)";"Dollar";"NZD";690;0;0;0;"https://www.laenderdaten.info/Ozeanien/Tokelau/index.php" +"Tonga";"Tonga";"Tonga";"TO";"Oceania";;106513;747;419;"constitutional monarchy";"Pa'anga";"TOP";676;22.6;4.9;76.2;"https://www.laenderdaten.info/Ozeanien/Tonga/index.php" +"Trinidad and Tobago";"Trinidad und Tobago";"Trinidad and Tobago";"TT";"North America";;1220479;5128;362;"parliamentary republic";"Dollar";"TTD";296;13.1;8.7;72.9;"https://www.laenderdaten.info/Amerika/Trinidad-und-Tobago/index.php" +"Chad";"Tschad";"Tchad/Tshad";"TD";"Africa";;11852462;1284000;0;"Presidential republic";"Franc";"XAF";235;36.1;14;50.2;"https://www.laenderdaten.info/Afrika/Tschad/index.php" +"Czech Republic";"Tschechien";;"CZ";"Europe";;10644842;78867;0;"parliamentary republic";"Krone";"CZK";42;9.5;10.4;78.6;"https://www.laenderdaten.info/Europa/Tschechien/index.php" +"Tunisia";"Tunesien";"Tunis/Tunisie";"TN";"Africa";;11134588;163610;1148;"parliamentary republic";"Dinar";"TND";216;16.4;6;76.1;"https://www.laenderdaten.info/Afrika/Tunesien/index.php" +"Turkey";"Türkei";"Türkiye";"TR";"Asia";;80274604;783562;7200;"parliamentary republic";"Lira";"TRY";90;16;5.9;74.8;"https://www.laenderdaten.info/Asien/Tuerkei/index.php" +"Turkmenistan";"Turkmenistan";"Türkmenostan";"TM";"Asia";;5291317;488100;0;"Presidential republic";"Manat";"TMT";993;19.3;6.1;70.1;"https://www.laenderdaten.info/Asien/Turkmenistan/index.php" +"Turks and Caicos Islands";"Turks und Caicosinseln";"The Turks and Caicos Islands";"TC";"North America";;51430;948;389;"Parliamentary democracy (self-governing territory of the UK)";"Dollar";"USD";"1-649";15.7;3.2;79.8;"https://www.laenderdaten.info/Amerika/Turks-und-Caicosinseln/index.php" +"Tuvalu";"Tuvalu";"Tuvalu";"TV";"Oceania";;10959;26;24;"Parliamentary democracy (under constitutional monarchy)";"Dollar";"AUD";688;23.8;8.6;66.5;"https://www.laenderdaten.info/Ozeanien/Tuvalu/index.php" +"Uganda";"Uganda";"Uganda";"UG";"Africa";;38319241;241038;0;"Presidential republic";"Schilling";"UGX";256;43.4;10.4;55.4;"https://www.laenderdaten.info/Afrika/Uganda/index.php" +"Ukraine";"Ukraine";"Ukrajina";"UA";"Europe";;44209733;603550;2782;"Semi-presidential republic";"Hrywnja";"UAH";380;10.5;14.4;71.8;"https://www.laenderdaten.info/Europa/Ukraine/index.php" +"Hungary";"Ungarn";"Magyarország";"HU";"Europe";;9874784;93028;0;"parliamentary republic";"Forint";"HUF";36;9.1;12.8;75.9;"https://www.laenderdaten.info/Europa/Ungarn/index.php" +"Uruguay";"Uruguay";"Uruguay";"UY";"South America";;3351016;176215;660;"Presidential republic";"Peso";"UYU";598;13;9.4;77.2;"https://www.laenderdaten.info/Amerika/Uruguay/index.php" +"Uzbekistan";"Usbekistan";"Uzbekiston";"UZ";"Asia";;29473614;447400;0;"Presidential republic";"So'm";"UZS";998;16.9;5.3;73.8;"https://www.laenderdaten.info/Asien/Usbekistan/index.php" +"Vanuatu";"Vanuatu";"Vanuatu";"VU";"Oceania";;277554;12189;2528;"parliamentary republic";"Vatu";"VUV";678;24.5;4.1;73.4;"https://www.laenderdaten.info/Ozeanien/Vanuatu/index.php" +"Holy See (Vatican City)";"Vatikanstadt";"Santa Sede/Città del Vaticano";"VA";"Europe";;1000;0;0;"absolute monarchy";"Euro";"EUR";396;0;0;0;"https://www.laenderdaten.info/Europa/Vatikan/index.php" +"Venezuela";"Venezuela";"Venezuela";"VE";"South America";;30912302;912050;2800;"Federal presidential republic";"Bolívar Fuerte";"VEF";58;19.2;5.2;75.8;"https://www.laenderdaten.info/Amerika/Venezuela/index.php" +"United Arab Emirates";"Vereinigte Arabische Emirate";"Al-Imarat al-´Arabiya al-Muttahida";"AE";"Asia";;5927482;83600;1318;"Federation of autonomous monarchies";"Dirham";"AED";971;15.3;2;77.5;"https://www.laenderdaten.info/Asien/Arabische-Emirate/index.php" +"United States";"Vereinigte Staaten von Amerika";"United States";"US";"North America";;323995528;9826675;19924;"Federal presidential republic";"Dollar";"USD";1;12.5;8.2;79.8;"https://www.laenderdaten.info/Amerika/USA/index.php" +"United Kingdom";"Vereinigtes Königreich";"United Kingdom";"GB";"Europe";;64430428;243610;12429;"Parliamentary constitutional monarchy";"Pfund";"GBP";44;12.1;9.4;80.7;"https://www.laenderdaten.info/Europa/Vereinigtes-Koenigreich/index.php" +"Vietnam";"Vietnam";"Viêt Nam";"VN";"Asia";;95261021;331210;3444;"Republic (communist one-party system)";"Dong";"VND";84;15.7;5.9;73.4;"https://www.laenderdaten.info/Asien/Vietnam/index.php" +"Wallis and Futuna";"Wallis und Futuna";"Wallis-et-Futuna";"WF";"Oceania";;15664;142;129;"Parliamentary democracy (territory of France)";"Franc";"XPF";681;13.3;5.2;79.7;"https://www.laenderdaten.info/Ozeanien/Wallis-und-Futuna/index.php" +"Christmas Island";"Weihnachtsinsel";"Christmas Island";"CX";"Australia";;2205;135;139;"(non-self-governing territory of Australia)";"Dollar";"AUD";6724;0;0;0;"https://www.laenderdaten.info/Australien/Weihnachtsinsel/index.php" +"Western Sahara";"Westsahara";"As-Sahrawiya";"EH";"Africa";;587020;266000;1110;"republic";"Dirham";"MAD";;29.8;8.2;63;"https://www.laenderdaten.info/Afrika/Westsahara/index.php" +"Central African Republic";"Zentralafrikanische Republik";"Centrafrique/Bê-Afrîka";"CF";"Africa";;5507257;622984;0;"Presidential republic";"Franc";"XAF";236;34.7;13.5;52.3;"https://www.laenderdaten.info/Afrika/Zentralafrikanische-Republik/index.php" +"Cyprus";"Zypern";"Kýpros/Kibris";"CY";"Asia";;1205575;9251;648;"Presidential democracy";"Euro";"EUR";357;11.4;6.7;78.7;"https://www.laenderdaten.info/Asien/Zypern/index.php" diff --git a/lectures/_static/lecture_specific/pandas_panel/employ.csv b/lectures/_static/lecture_specific/pandas_panel/employ.csv new file mode 100644 index 0000000..82acd3f --- /dev/null +++ b/lectures/_static/lecture_specific/pandas_panel/employ.csv @@ -0,0 +1,15121 @@ +,GEO,AGE,UNIT,SEX,INDIC_EM,Value,DATE +0,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Active population,26839.0,2007-01-01 +1,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),22669.0,2007-01-01 +2,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Active population,14665.0,2007-01-01 +3,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),12430.0,2007-01-01 +4,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Active population,12173.0,2007-01-01 +5,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),10239.0,2007-01-01 +6,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Active population,44.0,2007-01-01 +7,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.2,2007-01-01 +8,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Active population,47.4,2007-01-01 +9,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.2,2007-01-01 +10,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Active population,40.5,2007-01-01 +11,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.1,2007-01-01 +12,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Active population,179115.0,2007-01-01 +13,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),167935.0,2007-01-01 +14,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Active population,97578.0,2007-01-01 +15,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),92142.0,2007-01-01 +16,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Active population,81538.0,2007-01-01 +17,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),75793.0,2007-01-01 +18,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Active population,84.3,2007-01-01 +19,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.0,2007-01-01 +20,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.9,2007-01-01 +21,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.7,2007-01-01 +22,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Active population,76.7,2007-01-01 +23,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.3,2007-01-01 +24,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Active population,27456.0,2007-01-01 +25,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),25960.0,2007-01-01 +26,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Active population,16061.0,2007-01-01 +27,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),15185.0,2007-01-01 +28,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Active population,11396.0,2007-01-01 +29,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),10775.0,2007-01-01 +30,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Active population,47.0,2007-01-01 +31,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.5,2007-01-01 +32,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Active population,56.8,2007-01-01 +33,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.7,2007-01-01 +34,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Active population,37.9,2007-01-01 +35,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.8,2007-01-01 +36,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Active population,26645.0,2007-01-01 +37,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),22524.0,2007-01-01 +38,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Active population,14554.0,2007-01-01 +39,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),12343.0,2007-01-01 +40,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Active population,12091.0,2007-01-01 +41,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),10181.0,2007-01-01 +42,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Active population,44.1,2007-01-01 +43,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.3,2007-01-01 +44,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Active population,47.5,2007-01-01 +45,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.3,2007-01-01 +46,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Active population,40.6,2007-01-01 +47,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.2,2007-01-01 +48,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Active population,177626.0,2007-01-01 +49,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),166575.0,2007-01-01 +50,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Active population,96776.0,2007-01-01 +51,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),91400.0,2007-01-01 +52,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Active population,80850.0,2007-01-01 +53,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),75175.0,2007-01-01 +54,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Active population,84.3,2007-01-01 +55,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.0,2007-01-01 +56,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.9,2007-01-01 +57,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.8,2007-01-01 +58,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Active population,76.7,2007-01-01 +59,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.3,2007-01-01 +60,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Active population,27255.0,2007-01-01 +61,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),25771.0,2007-01-01 +62,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Active population,15930.0,2007-01-01 +63,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),15063.0,2007-01-01 +64,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Active population,11325.0,2007-01-01 +65,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),10708.0,2007-01-01 +66,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Active population,47.1,2007-01-01 +67,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.5,2007-01-01 +68,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Active population,56.8,2007-01-01 +69,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.7,2007-01-01 +70,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Active population,38.0,2007-01-01 +71,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.9,2007-01-01 +72,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Active population,21951.0,2007-01-01 +73,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),18689.0,2007-01-01 +74,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Active population,11851.0,2007-01-01 +75,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),10119.0,2007-01-01 +76,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Active population,10100.0,2007-01-01 +77,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8569.0,2007-01-01 +78,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Active population,48.0,2007-01-01 +79,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),40.9,2007-01-01 +80,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Active population,51.1,2007-01-01 +81,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),43.6,2007-01-01 +82,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Active population,44.8,2007-01-01 +83,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),38.0,2007-01-01 +84,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Active population,140745.0,2007-01-01 +85,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),132214.0,2007-01-01 +86,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Active population,77002.0,2007-01-01 +87,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),72891.0,2007-01-01 +88,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Active population,63743.0,2007-01-01 +89,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),59323.0,2007-01-01 +90,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Active population,84.7,2007-01-01 +91,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.6,2007-01-01 +92,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.8,2007-01-01 +93,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.8,2007-01-01 +94,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Active population,76.7,2007-01-01 +95,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.4,2007-01-01 +96,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Active population,22538.0,2007-01-01 +97,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),21291.0,2007-01-01 +98,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Active population,13096.0,2007-01-01 +99,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),12387.0,2007-01-01 +100,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Active population,9442.0,2007-01-01 +101,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),8905.0,2007-01-01 +102,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Active population,49.1,2007-01-01 +103,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.4,2007-01-01 +104,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Active population,58.3,2007-01-01 +105,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.1,2007-01-01 +106,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Active population,40.3,2007-01-01 +107,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),38.0,2007-01-01 +108,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Active population,16997.0,2007-01-01 +109,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),14449.0,2007-01-01 +110,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Active population,9313.0,2007-01-01 +111,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),7984.0,2007-01-01 +112,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Active population,7685.0,2007-01-01 +113,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),6465.0,2007-01-01 +114,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Active population,44.1,2007-01-01 +115,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.5,2007-01-01 +116,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Active population,47.6,2007-01-01 +117,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.8,2007-01-01 +118,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Active population,40.6,2007-01-01 +119,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.2,2007-01-01 +120,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Active population,120077.0,2007-01-01 +121,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),112171.0,2007-01-01 +122,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Active population,65922.0,2007-01-01 +123,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),62155.0,2007-01-01 +124,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Active population,54155.0,2007-01-01 +125,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),50016.0,2007-01-01 +126,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Active population,84.7,2007-01-01 +127,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.1,2007-01-01 +128,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.9,2007-01-01 +129,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.6,2007-01-01 +130,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Active population,76.4,2007-01-01 +131,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.6,2007-01-01 +132,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Active population,17741.0,2007-01-01 +133,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),16640.0,2007-01-01 +134,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Active population,10403.0,2007-01-01 +135,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),9792.0,2007-01-01 +136,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Active population,7338.0,2007-01-01 +137,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),6848.0,2007-01-01 +138,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Active population,46.2,2007-01-01 +139,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),43.3,2007-01-01 +140,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Active population,55.6,2007-01-01 +141,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.3,2007-01-01 +142,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Active population,37.2,2007-01-01 +143,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.8,2007-01-01 +144,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Active population,16867.0,2007-01-01 +145,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),14330.0,2007-01-01 +146,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Active population,9236.0,2007-01-01 +147,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),7912.0,2007-01-01 +148,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Active population,7632.0,2007-01-01 +149,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),6418.0,2007-01-01 +150,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Active population,44.4,2007-01-01 +151,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.7,2007-01-01 +152,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Active population,47.8,2007-01-01 +153,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.9,2007-01-01 +154,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Active population,40.8,2007-01-01 +155,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.3,2007-01-01 +156,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Active population,118911.0,2007-01-01 +157,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),111051.0,2007-01-01 +158,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Active population,65342.0,2007-01-01 +159,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),61598.0,2007-01-01 +160,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Active population,53568.0,2007-01-01 +161,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49453.0,2007-01-01 +162,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Active population,84.7,2007-01-01 +163,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.1,2007-01-01 +164,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Active population,93.0,2007-01-01 +165,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.6,2007-01-01 +166,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Active population,76.4,2007-01-01 +167,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.5,2007-01-01 +168,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Active population,17550.0,2007-01-01 +169,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),16457.0,2007-01-01 +170,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Active population,10308.0,2007-01-01 +171,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),9702.0,2007-01-01 +172,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Active population,7242.0,2007-01-01 +173,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),6755.0,2007-01-01 +174,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Active population,46.1,2007-01-01 +175,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),43.2,2007-01-01 +176,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Active population,55.5,2007-01-01 +177,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.2,2007-01-01 +178,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Active population,37.1,2007-01-01 +179,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.6,2007-01-01 +180,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Active population,16723.0,2007-01-01 +181,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),14201.0,2007-01-01 +182,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Active population,9151.0,2007-01-01 +183,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),7837.0,2007-01-01 +184,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Active population,7572.0,2007-01-01 +185,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),6364.0,2007-01-01 +186,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Active population,44.4,2007-01-01 +187,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.7,2007-01-01 +188,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Active population,47.8,2007-01-01 +189,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.9,2007-01-01 +190,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Active population,40.9,2007-01-01 +191,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.3,2007-01-01 +192,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Active population,118121.0,2007-01-01 +193,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),110306.0,2007-01-01 +194,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Active population,64941.0,2007-01-01 +195,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),61221.0,2007-01-01 +196,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Active population,53180.0,2007-01-01 +197,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49085.0,2007-01-01 +198,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Active population,84.7,2007-01-01 +199,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.1,2007-01-01 +200,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Active population,93.0,2007-01-01 +201,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.7,2007-01-01 +202,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Active population,76.3,2007-01-01 +203,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.4,2007-01-01 +204,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Active population,17401.0,2007-01-01 +205,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),16315.0,2007-01-01 +206,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Active population,10238.0,2007-01-01 +207,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),9635.0,2007-01-01 +208,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Active population,7163.0,2007-01-01 +209,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),6680.0,2007-01-01 +210,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Active population,46.0,2007-01-01 +211,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),43.1,2007-01-01 +212,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Active population,55.4,2007-01-01 +213,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.2,2007-01-01 +214,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Active population,37.0,2007-01-01 +215,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.5,2007-01-01 +216,Belgium,From 15 to 24 years,Thousand persons,Total,Active population,435.0,2007-01-01 +217,Belgium,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),353.0,2007-01-01 +218,Belgium,From 15 to 24 years,Thousand persons,Males,Active population,235.0,2007-01-01 +219,Belgium,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),195.0,2007-01-01 +220,Belgium,From 15 to 24 years,Thousand persons,Females,Active population,200.0,2007-01-01 +221,Belgium,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),158.0,2007-01-01 +222,Belgium,From 15 to 24 years,Percentage of total population,Total,Active population,33.9,2007-01-01 +223,Belgium,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),27.5,2007-01-01 +224,Belgium,From 15 to 24 years,Percentage of total population,Males,Active population,36.1,2007-01-01 +225,Belgium,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.9,2007-01-01 +226,Belgium,From 15 to 24 years,Percentage of total population,Females,Active population,31.6,2007-01-01 +227,Belgium,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.0,2007-01-01 +228,Belgium,From 25 to 54 years,Thousand persons,Total,Active population,3818.0,2007-01-01 +229,Belgium,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3566.0,2007-01-01 +230,Belgium,From 25 to 54 years,Thousand persons,Males,Active population,2085.0,2007-01-01 +231,Belgium,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1961.0,2007-01-01 +232,Belgium,From 25 to 54 years,Thousand persons,Females,Active population,1732.0,2007-01-01 +233,Belgium,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1605.0,2007-01-01 +234,Belgium,From 25 to 54 years,Percentage of total population,Total,Active population,85.3,2007-01-01 +235,Belgium,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.7,2007-01-01 +236,Belgium,From 25 to 54 years,Percentage of total population,Males,Active population,92.5,2007-01-01 +237,Belgium,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.0,2007-01-01 +238,Belgium,From 25 to 54 years,Percentage of total population,Females,Active population,78.0,2007-01-01 +239,Belgium,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.3,2007-01-01 +240,Belgium,From 55 to 64 years,Thousand persons,Total,Active population,448.0,2007-01-01 +241,Belgium,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),429.0,2007-01-01 +242,Belgium,From 55 to 64 years,Thousand persons,Males,Active population,275.0,2007-01-01 +243,Belgium,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),265.0,2007-01-01 +244,Belgium,From 55 to 64 years,Thousand persons,Females,Active population,173.0,2007-01-01 +245,Belgium,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),164.0,2007-01-01 +246,Belgium,From 55 to 64 years,Percentage of total population,Total,Active population,35.9,2007-01-01 +247,Belgium,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.4,2007-01-01 +248,Belgium,From 55 to 64 years,Percentage of total population,Males,Active population,44.4,2007-01-01 +249,Belgium,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),42.9,2007-01-01 +250,Belgium,From 55 to 64 years,Percentage of total population,Females,Active population,27.5,2007-01-01 +251,Belgium,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.0,2007-01-01 +252,Bulgaria,From 15 to 24 years,Thousand persons,Total,Active population,294.0,2007-01-01 +253,Bulgaria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),250.0,2007-01-01 +254,Bulgaria,From 15 to 24 years,Thousand persons,Males,Active population,165.0,2007-01-01 +255,Bulgaria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),141.0,2007-01-01 +256,Bulgaria,From 15 to 24 years,Thousand persons,Females,Active population,130.0,2007-01-01 +257,Bulgaria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),109.0,2007-01-01 +258,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Active population,28.9,2007-01-01 +259,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.5,2007-01-01 +260,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Active population,31.7,2007-01-01 +261,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),27.1,2007-01-01 +262,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Active population,26.0,2007-01-01 +263,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.8,2007-01-01 +264,Bulgaria,From 25 to 54 years,Thousand persons,Total,Active population,2709.0,2007-01-01 +265,Bulgaria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2545.0,2007-01-01 +266,Bulgaria,From 25 to 54 years,Thousand persons,Males,Active population,1405.0,2007-01-01 +267,Bulgaria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1325.0,2007-01-01 +268,Bulgaria,From 25 to 54 years,Thousand persons,Females,Active population,1305.0,2007-01-01 +269,Bulgaria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1220.0,2007-01-01 +270,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Active population,84.5,2007-01-01 +271,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.4,2007-01-01 +272,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Active population,87.5,2007-01-01 +273,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.5,2007-01-01 +274,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Active population,81.4,2007-01-01 +275,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.2,2007-01-01 +276,Bulgaria,From 55 to 64 years,Thousand persons,Total,Active population,444.0,2007-01-01 +277,Bulgaria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),414.0,2007-01-01 +278,Bulgaria,From 55 to 64 years,Thousand persons,Males,Active population,251.0,2007-01-01 +279,Bulgaria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),235.0,2007-01-01 +280,Bulgaria,From 55 to 64 years,Thousand persons,Females,Active population,193.0,2007-01-01 +281,Bulgaria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),179.0,2007-01-01 +282,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Active population,45.7,2007-01-01 +283,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),42.6,2007-01-01 +284,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Active population,55.3,2007-01-01 +285,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),51.8,2007-01-01 +286,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Active population,37.2,2007-01-01 +287,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.5,2007-01-01 +288,Czech Republic,From 15 to 24 years,Thousand persons,Total,Active population,428.0,2007-01-01 +289,Czech Republic,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),382.0,2007-01-01 +290,Czech Republic,From 15 to 24 years,Thousand persons,Males,Active population,252.0,2007-01-01 +291,Czech Republic,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),226.0,2007-01-01 +292,Czech Republic,From 15 to 24 years,Thousand persons,Females,Active population,175.0,2007-01-01 +293,Czech Republic,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),156.0,2007-01-01 +294,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Active population,31.9,2007-01-01 +295,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.5,2007-01-01 +296,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Active population,36.7,2007-01-01 +297,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.8,2007-01-01 +298,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Active population,26.9,2007-01-01 +299,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.9,2007-01-01 +300,Czech Republic,From 25 to 54 years,Thousand persons,Total,Active population,4010.0,2007-01-01 +301,Czech Republic,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3812.0,2007-01-01 +302,Czech Republic,From 25 to 54 years,Thousand persons,Males,Active population,2205.0,2007-01-01 +303,Czech Republic,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2128.0,2007-01-01 +304,Czech Republic,From 25 to 54 years,Thousand persons,Females,Active population,1805.0,2007-01-01 +305,Czech Republic,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1684.0,2007-01-01 +306,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Active population,87.8,2007-01-01 +307,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.5,2007-01-01 +308,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Active population,95.0,2007-01-01 +309,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),91.7,2007-01-01 +310,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Active population,80.3,2007-01-01 +311,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.9,2007-01-01 +312,Czech Republic,From 55 to 64 years,Thousand persons,Total,Active population,694.0,2007-01-01 +313,Czech Republic,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),662.0,2007-01-01 +314,Czech Republic,From 55 to 64 years,Thousand persons,Males,Active population,430.0,2007-01-01 +315,Czech Republic,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),410.0,2007-01-01 +316,Czech Republic,From 55 to 64 years,Thousand persons,Females,Active population,264.0,2007-01-01 +317,Czech Republic,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),251.0,2007-01-01 +318,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Active population,48.2,2007-01-01 +319,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.0,2007-01-01 +320,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Active population,62.5,2007-01-01 +321,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.6,2007-01-01 +322,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Active population,35.2,2007-01-01 +323,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.5,2007-01-01 +324,Denmark,From 15 to 24 years,Thousand persons,Total,Active population,432.0,2007-01-01 +325,Denmark,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),399.0,2007-01-01 +326,Denmark,From 15 to 24 years,Thousand persons,Males,Active population,225.0,2007-01-01 +327,Denmark,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),208.0,2007-01-01 +328,Denmark,From 15 to 24 years,Thousand persons,Females,Active population,207.0,2007-01-01 +329,Denmark,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),191.0,2007-01-01 +330,Denmark,From 15 to 24 years,Percentage of total population,Total,Active population,70.6,2007-01-01 +331,Denmark,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),65.3,2007-01-01 +332,Denmark,From 15 to 24 years,Percentage of total population,Males,Active population,72.0,2007-01-01 +333,Denmark,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),66.5,2007-01-01 +334,Denmark,From 15 to 24 years,Percentage of total population,Females,Active population,69.1,2007-01-01 +335,Denmark,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),64.0,2007-01-01 +336,Denmark,From 25 to 54 years,Thousand persons,Total,Active population,1992.0,2007-01-01 +337,Denmark,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1930.0,2007-01-01 +338,Denmark,From 25 to 54 years,Thousand persons,Males,Active population,1044.0,2007-01-01 +339,Denmark,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1016.0,2007-01-01 +340,Denmark,From 25 to 54 years,Thousand persons,Females,Active population,948.0,2007-01-01 +341,Denmark,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),914.0,2007-01-01 +342,Denmark,From 25 to 54 years,Percentage of total population,Total,Active population,88.9,2007-01-01 +343,Denmark,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),86.1,2007-01-01 +344,Denmark,From 25 to 54 years,Percentage of total population,Males,Active population,92.3,2007-01-01 +345,Denmark,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.8,2007-01-01 +346,Denmark,From 25 to 54 years,Percentage of total population,Females,Active population,85.3,2007-01-01 +347,Denmark,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.3,2007-01-01 +348,Denmark,From 55 to 64 years,Thousand persons,Total,Active population,445.0,2007-01-01 +349,Denmark,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),429.0,2007-01-01 +350,Denmark,From 55 to 64 years,Thousand persons,Males,Active population,244.0,2007-01-01 +351,Denmark,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),236.0,2007-01-01 +352,Denmark,From 55 to 64 years,Thousand persons,Females,Active population,201.0,2007-01-01 +353,Denmark,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),193.0,2007-01-01 +354,Denmark,From 55 to 64 years,Percentage of total population,Total,Active population,61.0,2007-01-01 +355,Denmark,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),58.9,2007-01-01 +356,Denmark,From 55 to 64 years,Percentage of total population,Males,Active population,66.9,2007-01-01 +357,Denmark,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),64.9,2007-01-01 +358,Denmark,From 55 to 64 years,Percentage of total population,Females,Active population,55.1,2007-01-01 +359,Denmark,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),52.9,2007-01-01 +360,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Active population,4920.0,2007-01-01 +361,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),4334.0,2007-01-01 +362,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Active population,2648.0,2007-01-01 +363,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2314.0,2007-01-01 +364,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Active population,2272.0,2007-01-01 +365,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),2020.0,2007-01-01 +366,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Active population,51.5,2007-01-01 +367,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.4,2007-01-01 +368,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Active population,54.0,2007-01-01 +369,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.2,2007-01-01 +370,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Active population,49.0,2007-01-01 +371,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.5,2007-01-01 +372,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Active population,30533.0,2007-01-01 +373,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),28096.0,2007-01-01 +374,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Active population,16529.0,2007-01-01 +375,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),15232.0,2007-01-01 +376,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Active population,14004.0,2007-01-01 +377,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),12864.0,2007-01-01 +378,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Active population,87.2,2007-01-01 +379,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.3,2007-01-01 +380,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Active population,93.8,2007-01-01 +381,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.4,2007-01-01 +382,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Active population,80.6,2007-01-01 +383,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.0,2007-01-01 +384,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Active population,5539.0,2007-01-01 +385,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),4966.0,2007-01-01 +386,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Active population,3135.0,2007-01-01 +387,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2832.0,2007-01-01 +388,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Active population,2404.0,2007-01-01 +389,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),2134.0,2007-01-01 +390,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Active population,57.2,2007-01-01 +391,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.3,2007-01-01 +392,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Active population,65.8,2007-01-01 +393,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.4,2007-01-01 +394,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Active population,48.9,2007-01-01 +395,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.4,2007-01-01 +396,Estonia,From 15 to 24 years,Thousand persons,Total,Active population,74.0,2007-01-01 +397,Estonia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),67.0,2007-01-01 +398,Estonia,From 15 to 24 years,Thousand persons,Males,Active population,43.0,2007-01-01 +399,Estonia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),38.0,2007-01-01 +400,Estonia,From 15 to 24 years,Thousand persons,Females,Active population,31.0,2007-01-01 +401,Estonia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),28.0,2007-01-01 +402,Estonia,From 15 to 24 years,Percentage of total population,Total,Active population,37.9,2007-01-01 +403,Estonia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.1,2007-01-01 +404,Estonia,From 15 to 24 years,Percentage of total population,Males,Active population,43.5,2007-01-01 +405,Estonia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),38.2,2007-01-01 +406,Estonia,From 15 to 24 years,Percentage of total population,Females,Active population,32.1,2007-01-01 +407,Estonia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.8,2007-01-01 +408,Estonia,From 25 to 54 years,Thousand persons,Total,Active population,496.0,2007-01-01 +409,Estonia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),476.0,2007-01-01 +410,Estonia,From 25 to 54 years,Thousand persons,Males,Active population,258.0,2007-01-01 +411,Estonia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),247.0,2007-01-01 +412,Estonia,From 25 to 54 years,Thousand persons,Females,Active population,238.0,2007-01-01 +413,Estonia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),228.0,2007-01-01 +414,Estonia,From 25 to 54 years,Percentage of total population,Total,Active population,88.5,2007-01-01 +415,Estonia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.8,2007-01-01 +416,Estonia,From 25 to 54 years,Percentage of total population,Males,Active population,93.5,2007-01-01 +417,Estonia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.6,2007-01-01 +418,Estonia,From 25 to 54 years,Percentage of total population,Females,Active population,83.6,2007-01-01 +419,Estonia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.1,2007-01-01 +420,Estonia,From 55 to 64 years,Thousand persons,Total,Active population,93.0,2007-01-01 +421,Estonia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),90.0,2007-01-01 +422,Estonia,From 55 to 64 years,Thousand persons,Males,Active population,41.0,2007-01-01 +423,Estonia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),38.0,2007-01-01 +424,Estonia,From 55 to 64 years,Thousand persons,Females,Active population,52.0,2007-01-01 +425,Estonia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),52.0,2007-01-01 +426,Estonia,From 55 to 64 years,Percentage of total population,Total,Active population,62.2,2007-01-01 +427,Estonia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),59.9,2007-01-01 +428,Estonia,From 55 to 64 years,Percentage of total population,Males,Active population,63.4,2007-01-01 +429,Estonia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.0,2007-01-01 +430,Estonia,From 55 to 64 years,Percentage of total population,Females,Active population,61.2,2007-01-01 +431,Estonia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),60.7,2007-01-01 +432,Ireland,From 15 to 24 years,Thousand persons,Total,Active population,372.0,2007-01-01 +433,Ireland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),339.0,2007-01-01 +434,Ireland,From 15 to 24 years,Thousand persons,Males,Active population,200.0,2007-01-01 +435,Ireland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),180.0,2007-01-01 +436,Ireland,From 15 to 24 years,Thousand persons,Females,Active population,173.0,2007-01-01 +437,Ireland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),159.0,2007-01-01 +438,Ireland,From 15 to 24 years,Percentage of total population,Total,Active population,56.1,2007-01-01 +439,Ireland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.0,2007-01-01 +440,Ireland,From 15 to 24 years,Percentage of total population,Males,Active population,59.6,2007-01-01 +441,Ireland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.7,2007-01-01 +442,Ireland,From 15 to 24 years,Percentage of total population,Females,Active population,52.5,2007-01-01 +443,Ireland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),48.3,2007-01-01 +444,Ireland,From 25 to 54 years,Thousand persons,Total,Active population,1598.0,2007-01-01 +445,Ireland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1533.0,2007-01-01 +446,Ireland,From 25 to 54 years,Thousand persons,Males,Active population,904.0,2007-01-01 +447,Ireland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),864.0,2007-01-01 +448,Ireland,From 25 to 54 years,Thousand persons,Females,Active population,694.0,2007-01-01 +449,Ireland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),669.0,2007-01-01 +450,Ireland,From 25 to 54 years,Percentage of total population,Total,Active population,82.0,2007-01-01 +451,Ireland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.6,2007-01-01 +452,Ireland,From 25 to 54 years,Percentage of total population,Males,Active population,91.8,2007-01-01 +453,Ireland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.7,2007-01-01 +454,Ireland,From 25 to 54 years,Percentage of total population,Females,Active population,72.0,2007-01-01 +455,Ireland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),69.4,2007-01-01 +456,Ireland,From 55 to 64 years,Thousand persons,Total,Active population,233.0,2007-01-01 +457,Ireland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),227.0,2007-01-01 +458,Ireland,From 55 to 64 years,Thousand persons,Males,Active population,148.0,2007-01-01 +459,Ireland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),144.0,2007-01-01 +460,Ireland,From 55 to 64 years,Thousand persons,Females,Active population,85.0,2007-01-01 +461,Ireland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),83.0,2007-01-01 +462,Ireland,From 55 to 64 years,Percentage of total population,Total,Active population,55.3,2007-01-01 +463,Ireland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.9,2007-01-01 +464,Ireland,From 55 to 64 years,Percentage of total population,Males,Active population,69.7,2007-01-01 +465,Ireland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),67.9,2007-01-01 +466,Ireland,From 55 to 64 years,Percentage of total population,Females,Active population,40.6,2007-01-01 +467,Ireland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),39.8,2007-01-01 +468,Greece,From 15 to 24 years,Thousand persons,Total,Active population,398.0,2007-01-01 +469,Greece,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),308.0,2007-01-01 +470,Greece,From 15 to 24 years,Thousand persons,Males,Active population,221.0,2007-01-01 +471,Greece,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),187.0,2007-01-01 +472,Greece,From 15 to 24 years,Thousand persons,Females,Active population,176.0,2007-01-01 +473,Greece,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),121.0,2007-01-01 +474,Greece,From 15 to 24 years,Percentage of total population,Total,Active population,31.0,2007-01-01 +475,Greece,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.0,2007-01-01 +476,Greece,From 15 to 24 years,Percentage of total population,Males,Active population,34.4,2007-01-01 +477,Greece,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.1,2007-01-01 +478,Greece,From 15 to 24 years,Percentage of total population,Females,Active population,27.5,2007-01-01 +479,Greece,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.8,2007-01-01 +480,Greece,From 25 to 54 years,Thousand persons,Total,Active population,3942.0,2007-01-01 +481,Greece,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3634.0,2007-01-01 +482,Greece,From 25 to 54 years,Thousand persons,Males,Active population,2272.0,2007-01-01 +483,Greece,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2165.0,2007-01-01 +484,Greece,From 25 to 54 years,Thousand persons,Females,Active population,1670.0,2007-01-01 +485,Greece,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1469.0,2007-01-01 +486,Greece,From 25 to 54 years,Percentage of total population,Total,Active population,81.8,2007-01-01 +487,Greece,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.4,2007-01-01 +488,Greece,From 25 to 54 years,Percentage of total population,Males,Active population,94.6,2007-01-01 +489,Greece,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.1,2007-01-01 +490,Greece,From 25 to 54 years,Percentage of total population,Females,Active population,69.2,2007-01-01 +491,Greece,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),60.9,2007-01-01 +492,Greece,From 55 to 64 years,Thousand persons,Total,Active population,554.0,2007-01-01 +493,Greece,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),535.0,2007-01-01 +494,Greece,From 55 to 64 years,Thousand persons,Males,Active population,372.0,2007-01-01 +495,Greece,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),362.0,2007-01-01 +496,Greece,From 55 to 64 years,Thousand persons,Females,Active population,181.0,2007-01-01 +497,Greece,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),173.0,2007-01-01 +498,Greece,From 55 to 64 years,Percentage of total population,Total,Active population,44.2,2007-01-01 +499,Greece,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),42.7,2007-01-01 +500,Greece,From 55 to 64 years,Percentage of total population,Males,Active population,60.9,2007-01-01 +501,Greece,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.1,2007-01-01 +502,Greece,From 55 to 64 years,Percentage of total population,Females,Active population,28.2,2007-01-01 +503,Greece,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.0,2007-01-01 +504,Spain,From 15 to 24 years,Thousand persons,Total,Active population,2458.0,2007-01-01 +505,Spain,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),2014.0,2007-01-01 +506,Spain,From 15 to 24 years,Thousand persons,Males,Active population,1373.0,2007-01-01 +507,Spain,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1164.0,2007-01-01 +508,Spain,From 15 to 24 years,Thousand persons,Females,Active population,1086.0,2007-01-01 +509,Spain,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),850.0,2007-01-01 +510,Spain,From 15 to 24 years,Percentage of total population,Total,Active population,47.9,2007-01-01 +511,Spain,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.2,2007-01-01 +512,Spain,From 15 to 24 years,Percentage of total population,Males,Active population,52.2,2007-01-01 +513,Spain,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),44.2,2007-01-01 +514,Spain,From 15 to 24 years,Percentage of total population,Females,Active population,43.4,2007-01-01 +515,Spain,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.0,2007-01-01 +516,Spain,From 25 to 54 years,Thousand persons,Total,Active population,17552.0,2007-01-01 +517,Spain,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),16288.0,2007-01-01 +518,Spain,From 25 to 54 years,Thousand persons,Males,Active population,9955.0,2007-01-01 +519,Spain,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),9412.0,2007-01-01 +520,Spain,From 25 to 54 years,Thousand persons,Females,Active population,7597.0,2007-01-01 +521,Spain,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),6876.0,2007-01-01 +522,Spain,From 25 to 54 years,Percentage of total population,Total,Active population,83.1,2007-01-01 +523,Spain,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.1,2007-01-01 +524,Spain,From 25 to 54 years,Percentage of total population,Males,Active population,92.5,2007-01-01 +525,Spain,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.5,2007-01-01 +526,Spain,From 25 to 54 years,Percentage of total population,Females,Active population,73.3,2007-01-01 +527,Spain,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.3,2007-01-01 +528,Spain,From 55 to 64 years,Thousand persons,Total,Active population,2270.0,2007-01-01 +529,Spain,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2135.0,2007-01-01 +530,Spain,From 55 to 64 years,Thousand persons,Males,Active population,1466.0,2007-01-01 +531,Spain,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1392.0,2007-01-01 +532,Spain,From 55 to 64 years,Thousand persons,Females,Active population,805.0,2007-01-01 +533,Spain,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),742.0,2007-01-01 +534,Spain,From 55 to 64 years,Percentage of total population,Total,Active population,47.4,2007-01-01 +535,Spain,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.5,2007-01-01 +536,Spain,From 55 to 64 years,Percentage of total population,Males,Active population,62.8,2007-01-01 +537,Spain,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.6,2007-01-01 +538,Spain,From 55 to 64 years,Percentage of total population,Females,Active population,32.7,2007-01-01 +539,Spain,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.2,2007-01-01 +540,,,,,,, +541,,,,,,, +542,,,,,,, +543,,,,,,, +544,,,,,,, +545,,,,,,, +546,,,,,,, +547,,,,,,, +548,,,,,,, +549,,,,,,, +550,,,,,,, +551,,,,,,, +552,,,,,,, +553,,,,,,, +554,,,,,,, +555,,,,,,, +556,,,,,,, +557,,,,,,, +558,,,,,,, +559,,,,,,, +560,,,,,,, +561,,,,,,, +562,,,,,,, +563,,,,,,, +564,,,,,,, +565,,,,,,, +566,,,,,,, +567,,,,,,, +568,,,,,,, +569,,,,,,, +570,,,,,,, +571,,,,,,, +572,,,,,,, +573,,,,,,, +574,,,,,,, +575,,,,,,, +576,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Active population,2891.0,2007-01-01 +577,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),2346.0,2007-01-01 +578,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Active population,1579.0,2007-01-01 +579,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1290.0,2007-01-01 +580,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Active population,1311.0,2007-01-01 +581,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1056.0,2007-01-01 +582,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Active population,38.4,2007-01-01 +583,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.2,2007-01-01 +584,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Active population,41.9,2007-01-01 +585,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),34.2,2007-01-01 +586,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Active population,34.9,2007-01-01 +587,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.1,2007-01-01 +588,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Active population,21783.0,2007-01-01 +589,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20335.0,2007-01-01 +590,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Active population,11451.0,2007-01-01 +591,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10749.0,2007-01-01 +592,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Active population,10332.0,2007-01-01 +593,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9586.0,2007-01-01 +594,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Active population,87.9,2007-01-01 +595,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.1,2007-01-01 +596,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Active population,94.1,2007-01-01 +597,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.4,2007-01-01 +598,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Active population,82.0,2007-01-01 +599,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.0,2007-01-01 +600,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Active population,2906.0,2007-01-01 +601,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2778.0,2007-01-01 +602,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Active population,1499.0,2007-01-01 +603,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1429.0,2007-01-01 +604,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Active population,1407.0,2007-01-01 +605,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1349.0,2007-01-01 +606,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Active population,40.0,2007-01-01 +607,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.2,2007-01-01 +608,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Active population,42.5,2007-01-01 +609,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.5,2007-01-01 +610,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Active population,37.6,2007-01-01 +611,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),36.0,2007-01-01 +612,Croatia,From 15 to 24 years,Thousand persons,Total,Active population,194.0,2007-01-01 +613,Croatia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),145.0,2007-01-01 +614,Croatia,From 15 to 24 years,Thousand persons,Males,Active population,111.0,2007-01-01 +615,Croatia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),87.0,2007-01-01 +616,Croatia,From 15 to 24 years,Thousand persons,Females,Active population,82.0,2007-01-01 +617,Croatia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),58.0,2007-01-01 +618,Croatia,From 15 to 24 years,Percentage of total population,Total,Active population,36.6,2007-01-01 +619,Croatia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),27.4,2007-01-01 +620,Croatia,From 15 to 24 years,Percentage of total population,Males,Active population,41.6,2007-01-01 +621,Croatia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.4,2007-01-01 +622,Croatia,From 15 to 24 years,Percentage of total population,Females,Active population,31.5,2007-01-01 +623,Croatia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),22.3,2007-01-01 +624,Croatia,From 25 to 54 years,Thousand persons,Total,Active population,1489.0,2007-01-01 +625,Croatia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1360.0,2007-01-01 +626,Croatia,From 25 to 54 years,Thousand persons,Males,Active population,802.0,2007-01-01 +627,Croatia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),743.0,2007-01-01 +628,Croatia,From 25 to 54 years,Thousand persons,Females,Active population,688.0,2007-01-01 +629,Croatia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),617.0,2007-01-01 +630,Croatia,From 25 to 54 years,Percentage of total population,Total,Active population,81.6,2007-01-01 +631,Croatia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.5,2007-01-01 +632,Croatia,From 25 to 54 years,Percentage of total population,Males,Active population,87.4,2007-01-01 +633,Croatia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.0,2007-01-01 +634,Croatia,From 25 to 54 years,Percentage of total population,Females,Active population,75.7,2007-01-01 +635,Croatia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),67.9,2007-01-01 +636,Croatia,From 55 to 64 years,Thousand persons,Total,Active population,201.0,2007-01-01 +637,Croatia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),189.0,2007-01-01 +638,Croatia,From 55 to 64 years,Thousand persons,Males,Active population,130.0,2007-01-01 +639,Croatia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),121.0,2007-01-01 +640,Croatia,From 55 to 64 years,Thousand persons,Females,Active population,71.0,2007-01-01 +641,Croatia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),68.0,2007-01-01 +642,Croatia,From 55 to 64 years,Percentage of total population,Total,Active population,39.0,2007-01-01 +643,Croatia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),36.6,2007-01-01 +644,Croatia,From 55 to 64 years,Percentage of total population,Males,Active population,53.2,2007-01-01 +645,Croatia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),49.5,2007-01-01 +646,Croatia,From 55 to 64 years,Percentage of total population,Females,Active population,26.1,2007-01-01 +647,Croatia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.0,2007-01-01 +648,Italy,From 15 to 24 years,Thousand persons,Total,Active population,1828.0,2007-01-01 +649,Italy,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1456.0,2007-01-01 +650,Italy,From 15 to 24 years,Thousand persons,Males,Active population,1090.0,2007-01-01 +651,Italy,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),890.0,2007-01-01 +652,Italy,From 15 to 24 years,Thousand persons,Females,Active population,738.0,2007-01-01 +653,Italy,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),566.0,2007-01-01 +654,Italy,From 15 to 24 years,Percentage of total population,Total,Active population,30.8,2007-01-01 +655,Italy,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.5,2007-01-01 +656,Italy,From 15 to 24 years,Percentage of total population,Males,Active population,36.0,2007-01-01 +657,Italy,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.4,2007-01-01 +658,Italy,From 15 to 24 years,Percentage of total population,Females,Active population,25.4,2007-01-01 +659,Italy,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.5,2007-01-01 +660,Italy,From 25 to 54 years,Thousand persons,Total,Active population,19724.0,2007-01-01 +661,Italy,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),18677.0,2007-01-01 +662,Italy,From 25 to 54 years,Thousand persons,Males,Active population,11541.0,2007-01-01 +663,Italy,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),11076.0,2007-01-01 +664,Italy,From 25 to 54 years,Thousand persons,Females,Active population,8182.0,2007-01-01 +665,Italy,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),7601.0,2007-01-01 +666,Italy,From 25 to 54 years,Percentage of total population,Total,Active population,77.5,2007-01-01 +667,Italy,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),73.4,2007-01-01 +668,Italy,From 25 to 54 years,Percentage of total population,Males,Active population,91.0,2007-01-01 +669,Italy,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.4,2007-01-01 +670,Italy,From 25 to 54 years,Percentage of total population,Females,Active population,64.1,2007-01-01 +671,Italy,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),59.6,2007-01-01 +672,Italy,From 55 to 64 years,Thousand persons,Total,Active population,2444.0,2007-01-01 +673,Italy,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2385.0,2007-01-01 +674,Italy,From 55 to 64 years,Thousand persons,Males,Active population,1591.0,2007-01-01 +675,Italy,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1550.0,2007-01-01 +676,Italy,From 55 to 64 years,Thousand persons,Females,Active population,853.0,2007-01-01 +677,Italy,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),835.0,2007-01-01 +678,Italy,From 55 to 64 years,Percentage of total population,Total,Active population,34.5,2007-01-01 +679,Italy,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.7,2007-01-01 +680,Italy,From 55 to 64 years,Percentage of total population,Males,Active population,46.2,2007-01-01 +681,Italy,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.0,2007-01-01 +682,Italy,From 55 to 64 years,Percentage of total population,Females,Active population,23.4,2007-01-01 +683,Italy,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.0,2007-01-01 +684,Cyprus,From 15 to 24 years,Thousand persons,Total,Active population,39.0,2007-01-01 +685,Cyprus,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),35.0,2007-01-01 +686,Cyprus,From 15 to 24 years,Thousand persons,Males,Active population,19.0,2007-01-01 +687,Cyprus,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),17.0,2007-01-01 +688,Cyprus,From 15 to 24 years,Thousand persons,Females,Active population,20.0,2007-01-01 +689,Cyprus,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),18.0,2007-01-01 +690,Cyprus,From 15 to 24 years,Percentage of total population,Total,Active population,41.7,2007-01-01 +691,Cyprus,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.4,2007-01-01 +692,Cyprus,From 15 to 24 years,Percentage of total population,Males,Active population,43.9,2007-01-01 +693,Cyprus,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),39.1,2007-01-01 +694,Cyprus,From 15 to 24 years,Percentage of total population,Females,Active population,39.7,2007-01-01 +695,Cyprus,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),36.0,2007-01-01 +696,Cyprus,From 25 to 54 years,Thousand persons,Total,Active population,296.0,2007-01-01 +697,Cyprus,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),287.0,2007-01-01 +698,Cyprus,From 25 to 54 years,Thousand persons,Males,Active population,160.0,2007-01-01 +699,Cyprus,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),155.0,2007-01-01 +700,Cyprus,From 25 to 54 years,Thousand persons,Females,Active population,137.0,2007-01-01 +701,Cyprus,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),131.0,2007-01-01 +702,Cyprus,From 25 to 54 years,Percentage of total population,Total,Active population,86.7,2007-01-01 +703,Cyprus,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.8,2007-01-01 +704,Cyprus,From 25 to 54 years,Percentage of total population,Males,Active population,95.0,2007-01-01 +705,Cyprus,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),92.4,2007-01-01 +706,Cyprus,From 25 to 54 years,Percentage of total population,Females,Active population,78.7,2007-01-01 +707,Cyprus,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.5,2007-01-01 +708,Cyprus,From 55 to 64 years,Thousand persons,Total,Active population,48.0,2007-01-01 +709,Cyprus,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),46.0,2007-01-01 +710,Cyprus,From 55 to 64 years,Thousand persons,Males,Active population,30.0,2007-01-01 +711,Cyprus,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),29.0,2007-01-01 +712,Cyprus,From 55 to 64 years,Thousand persons,Females,Active population,18.0,2007-01-01 +713,Cyprus,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),17.0,2007-01-01 +714,Cyprus,From 55 to 64 years,Percentage of total population,Total,Active population,57.7,2007-01-01 +715,Cyprus,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.9,2007-01-01 +716,Cyprus,From 55 to 64 years,Percentage of total population,Males,Active population,74.8,2007-01-01 +717,Cyprus,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),72.5,2007-01-01 +718,Cyprus,From 55 to 64 years,Percentage of total population,Females,Active population,41.6,2007-01-01 +719,Cyprus,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),40.3,2007-01-01 +720,Latvia,From 15 to 24 years,Thousand persons,Total,Active population,145.0,2007-01-01 +721,Latvia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),129.0,2007-01-01 +722,Latvia,From 15 to 24 years,Thousand persons,Males,Active population,85.0,2007-01-01 +723,Latvia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),76.0,2007-01-01 +724,Latvia,From 15 to 24 years,Thousand persons,Females,Active population,60.0,2007-01-01 +725,Latvia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),54.0,2007-01-01 +726,Latvia,From 15 to 24 years,Percentage of total population,Total,Active population,42.6,2007-01-01 +727,Latvia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.1,2007-01-01 +728,Latvia,From 15 to 24 years,Percentage of total population,Males,Active population,49.2,2007-01-01 +729,Latvia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),43.8,2007-01-01 +730,Latvia,From 15 to 24 years,Percentage of total population,Females,Active population,35.8,2007-01-01 +731,Latvia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.2,2007-01-01 +732,Latvia,From 25 to 54 years,Thousand persons,Total,Active population,790.0,2007-01-01 +733,Latvia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),744.0,2007-01-01 +734,Latvia,From 25 to 54 years,Thousand persons,Males,Active population,401.0,2007-01-01 +735,Latvia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),377.0,2007-01-01 +736,Latvia,From 25 to 54 years,Thousand persons,Females,Active population,388.0,2007-01-01 +737,Latvia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),368.0,2007-01-01 +738,Latvia,From 25 to 54 years,Percentage of total population,Total,Active population,87.1,2007-01-01 +739,Latvia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.1,2007-01-01 +740,Latvia,From 25 to 54 years,Percentage of total population,Males,Active population,91.6,2007-01-01 +741,Latvia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.0,2007-01-01 +742,Latvia,From 25 to 54 years,Percentage of total population,Females,Active population,82.8,2007-01-01 +743,Latvia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.4,2007-01-01 +744,Latvia,From 55 to 64 years,Thousand persons,Total,Active population,148.0,2007-01-01 +745,Latvia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),142.0,2007-01-01 +746,Latvia,From 55 to 64 years,Thousand persons,Males,Active population,70.0,2007-01-01 +747,Latvia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),67.0,2007-01-01 +748,Latvia,From 55 to 64 years,Thousand persons,Females,Active population,78.0,2007-01-01 +749,Latvia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),75.0,2007-01-01 +750,Latvia,From 55 to 64 years,Percentage of total population,Total,Active population,60.7,2007-01-01 +751,Latvia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),58.0,2007-01-01 +752,Latvia,From 55 to 64 years,Percentage of total population,Males,Active population,67.6,2007-01-01 +753,Latvia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),64.3,2007-01-01 +754,Latvia,From 55 to 64 years,Percentage of total population,Females,Active population,55.7,2007-01-01 +755,Latvia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),53.4,2007-01-01 +756,Lithuania,From 15 to 24 years,Thousand persons,Total,Active population,130.0,2007-01-01 +757,Lithuania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),119.0,2007-01-01 +758,Lithuania,From 15 to 24 years,Thousand persons,Males,Active population,77.0,2007-01-01 +759,Lithuania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),72.0,2007-01-01 +760,Lithuania,From 15 to 24 years,Thousand persons,Females,Active population,53.0,2007-01-01 +761,Lithuania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),47.0,2007-01-01 +762,Lithuania,From 15 to 24 years,Percentage of total population,Total,Active population,27.1,2007-01-01 +763,Lithuania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.8,2007-01-01 +764,Lithuania,From 15 to 24 years,Percentage of total population,Males,Active population,31.6,2007-01-01 +765,Lithuania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.4,2007-01-01 +766,Lithuania,From 15 to 24 years,Percentage of total population,Females,Active population,22.3,2007-01-01 +767,Lithuania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.0,2007-01-01 +768,Lithuania,From 25 to 54 years,Thousand persons,Total,Active population,1166.0,2007-01-01 +769,Lithuania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1120.0,2007-01-01 +770,Lithuania,From 25 to 54 years,Thousand persons,Males,Active population,580.0,2007-01-01 +771,Lithuania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),557.0,2007-01-01 +772,Lithuania,From 25 to 54 years,Thousand persons,Females,Active population,587.0,2007-01-01 +773,Lithuania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),563.0,2007-01-01 +774,Lithuania,From 25 to 54 years,Percentage of total population,Total,Active population,85.6,2007-01-01 +775,Lithuania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.2,2007-01-01 +776,Lithuania,From 25 to 54 years,Percentage of total population,Males,Active population,87.7,2007-01-01 +777,Lithuania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.2,2007-01-01 +778,Lithuania,From 25 to 54 years,Percentage of total population,Females,Active population,83.6,2007-01-01 +779,Lithuania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.2,2007-01-01 +780,Lithuania,From 55 to 64 years,Thousand persons,Total,Active population,191.0,2007-01-01 +781,Lithuania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),184.0,2007-01-01 +782,Lithuania,From 55 to 64 years,Thousand persons,Males,Active population,95.0,2007-01-01 +783,Lithuania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),91.0,2007-01-01 +784,Lithuania,From 55 to 64 years,Thousand persons,Females,Active population,96.0,2007-01-01 +785,Lithuania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),93.0,2007-01-01 +786,Lithuania,From 55 to 64 years,Percentage of total population,Total,Active population,55.3,2007-01-01 +787,Lithuania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.2,2007-01-01 +788,Lithuania,From 55 to 64 years,Percentage of total population,Males,Active population,63.3,2007-01-01 +789,Lithuania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),60.7,2007-01-01 +790,Lithuania,From 55 to 64 years,Percentage of total population,Females,Active population,49.2,2007-01-01 +791,Lithuania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),47.5,2007-01-01 +792,Luxembourg,From 15 to 24 years,Thousand persons,Total,Active population,14.0,2007-01-01 +793,Luxembourg,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),12.0,2007-01-01 +794,Luxembourg,From 15 to 24 years,Thousand persons,Males,Active population,8.0,2007-01-01 +795,Luxembourg,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),7.0,2007-01-01 +796,Luxembourg,From 15 to 24 years,Thousand persons,Females,Active population,6.0,2007-01-01 +797,Luxembourg,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5.0,2007-01-01 +798,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Active population,26.5,2007-01-01 +799,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),22.5,2007-01-01 +800,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Active population,30.6,2007-01-01 +801,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),26.5,2007-01-01 +802,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Active population,22.3,2007-01-01 +803,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.4,2007-01-01 +804,Luxembourg,From 25 to 54 years,Thousand persons,Total,Active population,181.0,2007-01-01 +805,Luxembourg,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),175.0,2007-01-01 +806,Luxembourg,From 25 to 54 years,Thousand persons,Males,Active population,101.0,2007-01-01 +807,Luxembourg,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),98.0,2007-01-01 +808,Luxembourg,From 25 to 54 years,Thousand persons,Females,Active population,80.0,2007-01-01 +809,Luxembourg,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),77.0,2007-01-01 +810,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Active population,84.7,2007-01-01 +811,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.9,2007-01-01 +812,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Active population,94.9,2007-01-01 +813,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),92.2,2007-01-01 +814,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Active population,74.7,2007-01-01 +815,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.7,2007-01-01 +816,Luxembourg,From 55 to 64 years,Thousand persons,Total,Active population,16.0,2007-01-01 +817,Luxembourg,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),15.0,2007-01-01 +818,Luxembourg,From 55 to 64 years,Thousand persons,Males,Active population,9.0,2007-01-01 +819,Luxembourg,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),8.0,2007-01-01 +820,Luxembourg,From 55 to 64 years,Thousand persons,Females,Active population,7.0,2007-01-01 +821,Luxembourg,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),7.0,2007-01-01 +822,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Active population,32.7,2007-01-01 +823,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.0,2007-01-01 +824,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Active population,36.4,2007-01-01 +825,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),35.6,2007-01-01 +826,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Active population,29.1,2007-01-01 +827,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.6,2007-01-01 +828,Hungary,From 15 to 24 years,Thousand persons,Total,Active population,319.0,2007-01-01 +829,Hungary,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),261.0,2007-01-01 +830,Hungary,From 15 to 24 years,Thousand persons,Males,Active population,185.0,2007-01-01 +831,Hungary,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),153.0,2007-01-01 +832,Hungary,From 15 to 24 years,Thousand persons,Females,Active population,134.0,2007-01-01 +833,Hungary,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),108.0,2007-01-01 +834,Hungary,From 15 to 24 years,Percentage of total population,Total,Active population,25.7,2007-01-01 +835,Hungary,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),21.1,2007-01-01 +836,Hungary,From 15 to 24 years,Percentage of total population,Males,Active population,29.5,2007-01-01 +837,Hungary,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.4,2007-01-01 +838,Hungary,From 15 to 24 years,Percentage of total population,Females,Active population,21.8,2007-01-01 +839,Hungary,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.7,2007-01-01 +840,Hungary,From 25 to 54 years,Thousand persons,Total,Active population,3442.0,2007-01-01 +841,Hungary,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3207.0,2007-01-01 +842,Hungary,From 25 to 54 years,Thousand persons,Males,Active population,1853.0,2007-01-01 +843,Hungary,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1733.0,2007-01-01 +844,Hungary,From 25 to 54 years,Thousand persons,Females,Active population,1590.0,2007-01-01 +845,Hungary,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1474.0,2007-01-01 +846,Hungary,From 25 to 54 years,Percentage of total population,Total,Active population,80.1,2007-01-01 +847,Hungary,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.7,2007-01-01 +848,Hungary,From 25 to 54 years,Percentage of total population,Males,Active population,87.2,2007-01-01 +849,Hungary,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.6,2007-01-01 +850,Hungary,From 25 to 54 years,Percentage of total population,Females,Active population,73.2,2007-01-01 +851,Hungary,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),67.9,2007-01-01 +852,Hungary,From 55 to 64 years,Thousand persons,Total,Active population,423.0,2007-01-01 +853,Hungary,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),405.0,2007-01-01 +854,Hungary,From 55 to 64 years,Thousand persons,Males,Active population,237.0,2007-01-01 +855,Hungary,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),226.0,2007-01-01 +856,Hungary,From 55 to 64 years,Thousand persons,Females,Active population,186.0,2007-01-01 +857,Hungary,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),179.0,2007-01-01 +858,Hungary,From 55 to 64 years,Percentage of total population,Total,Active population,33.7,2007-01-01 +859,Hungary,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.2,2007-01-01 +860,Hungary,From 55 to 64 years,Percentage of total population,Males,Active population,42.1,2007-01-01 +861,Hungary,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.1,2007-01-01 +862,Hungary,From 55 to 64 years,Percentage of total population,Females,Active population,26.9,2007-01-01 +863,Hungary,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.8,2007-01-01 +864,Malta,From 15 to 24 years,Thousand persons,Total,Active population,31.0,2007-01-01 +865,Malta,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),27.0,2007-01-01 +866,Malta,From 15 to 24 years,Thousand persons,Males,Active population,17.0,2007-01-01 +867,Malta,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),14.0,2007-01-01 +868,Malta,From 15 to 24 years,Thousand persons,Females,Active population,14.0,2007-01-01 +869,Malta,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),12.0,2007-01-01 +870,Malta,From 15 to 24 years,Percentage of total population,Total,Active population,54.1,2007-01-01 +871,Malta,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.8,2007-01-01 +872,Malta,From 15 to 24 years,Percentage of total population,Males,Active population,57.5,2007-01-01 +873,Malta,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.9,2007-01-01 +874,Malta,From 15 to 24 years,Percentage of total population,Females,Active population,50.5,2007-01-01 +875,Malta,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.5,2007-01-01 +876,Malta,From 25 to 54 years,Thousand persons,Total,Active population,117.0,2007-01-01 +877,Malta,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),111.0,2007-01-01 +878,Malta,From 25 to 54 years,Thousand persons,Males,Active population,81.0,2007-01-01 +879,Malta,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),77.0,2007-01-01 +880,Malta,From 25 to 54 years,Thousand persons,Females,Active population,37.0,2007-01-01 +881,Malta,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),34.0,2007-01-01 +882,Malta,From 25 to 54 years,Percentage of total population,Total,Active population,69.8,2007-01-01 +883,Malta,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),66.2,2007-01-01 +884,Malta,From 25 to 54 years,Percentage of total population,Males,Active population,94.4,2007-01-01 +885,Malta,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.3,2007-01-01 +886,Malta,From 25 to 54 years,Percentage of total population,Females,Active population,44.3,2007-01-01 +887,Malta,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.3,2007-01-01 +888,Malta,From 55 to 64 years,Thousand persons,Total,Active population,17.0,2007-01-01 +889,Malta,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),16.0,2007-01-01 +890,Malta,From 55 to 64 years,Thousand persons,Males,Active population,13.0,2007-01-01 +891,Malta,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),13.0,2007-01-01 +892,Malta,From 55 to 64 years,Thousand persons,Females,Active population,4.0,2007-01-01 +893,Malta,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),3.0,2007-01-01 +894,Malta,From 55 to 64 years,Percentage of total population,Total,Active population,30.6,2007-01-01 +895,Malta,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),29.5,2007-01-01 +896,Malta,From 55 to 64 years,Percentage of total population,Males,Active population,48.8,2007-01-01 +897,Malta,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.4,2007-01-01 +898,Malta,From 55 to 64 years,Percentage of total population,Females,Active population,12.8,2007-01-01 +899,Malta,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),12.1,2007-01-01 +900,Netherlands,From 15 to 24 years,Thousand persons,Total,Active population,1429.0,2007-01-01 +901,Netherlands,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1345.0,2007-01-01 +902,Netherlands,From 15 to 24 years,Thousand persons,Males,Active population,730.0,2007-01-01 +903,Netherlands,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),689.0,2007-01-01 +904,Netherlands,From 15 to 24 years,Thousand persons,Females,Active population,699.0,2007-01-01 +905,Netherlands,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),656.0,2007-01-01 +906,Netherlands,From 15 to 24 years,Percentage of total population,Total,Active population,72.7,2007-01-01 +907,Netherlands,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),68.4,2007-01-01 +908,Netherlands,From 15 to 24 years,Percentage of total population,Males,Active population,73.0,2007-01-01 +909,Netherlands,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),68.9,2007-01-01 +910,Netherlands,From 15 to 24 years,Percentage of total population,Females,Active population,72.4,2007-01-01 +911,Netherlands,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),67.9,2007-01-01 +912,Netherlands,From 25 to 54 years,Thousand persons,Total,Active population,6113.0,2007-01-01 +913,Netherlands,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),5960.0,2007-01-01 +914,Netherlands,From 25 to 54 years,Thousand persons,Males,Active population,3291.0,2007-01-01 +915,Netherlands,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3225.0,2007-01-01 +916,Netherlands,From 25 to 54 years,Thousand persons,Females,Active population,2822.0,2007-01-01 +917,Netherlands,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2735.0,2007-01-01 +918,Netherlands,From 25 to 54 years,Percentage of total population,Total,Active population,87.6,2007-01-01 +919,Netherlands,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),85.4,2007-01-01 +920,Netherlands,From 25 to 54 years,Percentage of total population,Males,Active population,94.0,2007-01-01 +921,Netherlands,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),92.1,2007-01-01 +922,Netherlands,From 25 to 54 years,Percentage of total population,Females,Active population,81.2,2007-01-01 +923,Netherlands,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.7,2007-01-01 +924,Netherlands,From 55 to 64 years,Thousand persons,Total,Active population,1080.0,2007-01-01 +925,Netherlands,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1041.0,2007-01-01 +926,Netherlands,From 55 to 64 years,Thousand persons,Males,Active population,659.0,2007-01-01 +927,Netherlands,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),633.0,2007-01-01 +928,Netherlands,From 55 to 64 years,Thousand persons,Females,Active population,421.0,2007-01-01 +929,Netherlands,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),408.0,2007-01-01 +930,Netherlands,From 55 to 64 years,Percentage of total population,Total,Active population,52.8,2007-01-01 +931,Netherlands,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.9,2007-01-01 +932,Netherlands,From 55 to 64 years,Percentage of total population,Males,Active population,64.0,2007-01-01 +933,Netherlands,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),61.5,2007-01-01 +934,Netherlands,From 55 to 64 years,Percentage of total population,Females,Active population,41.4,2007-01-01 +935,Netherlands,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),40.1,2007-01-01 +936,Austria,From 15 to 24 years,Thousand persons,Total,Active population,585.0,2007-01-01 +937,Austria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),530.0,2007-01-01 +938,Austria,From 15 to 24 years,Thousand persons,Males,Active population,308.0,2007-01-01 +939,Austria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),279.0,2007-01-01 +940,Austria,From 15 to 24 years,Thousand persons,Females,Active population,278.0,2007-01-01 +941,Austria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),251.0,2007-01-01 +942,Austria,From 15 to 24 years,Percentage of total population,Total,Active population,59.4,2007-01-01 +943,Austria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.8,2007-01-01 +944,Austria,From 15 to 24 years,Percentage of total population,Males,Active population,62.9,2007-01-01 +945,Austria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),57.0,2007-01-01 +946,Austria,From 15 to 24 years,Percentage of total population,Females,Active population,56.0,2007-01-01 +947,Austria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),50.6,2007-01-01 +948,Austria,From 25 to 54 years,Thousand persons,Total,Active population,3136.0,2007-01-01 +949,Austria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3003.0,2007-01-01 +950,Austria,From 25 to 54 years,Thousand persons,Males,Active population,1680.0,2007-01-01 +951,Austria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1616.0,2007-01-01 +952,Austria,From 25 to 54 years,Thousand persons,Females,Active population,1455.0,2007-01-01 +953,Austria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1387.0,2007-01-01 +954,Austria,From 25 to 54 years,Percentage of total population,Total,Active population,86.5,2007-01-01 +955,Austria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.9,2007-01-01 +956,Austria,From 25 to 54 years,Percentage of total population,Males,Active population,92.5,2007-01-01 +957,Austria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.0,2007-01-01 +958,Austria,From 25 to 54 years,Percentage of total population,Females,Active population,80.5,2007-01-01 +959,Austria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.7,2007-01-01 +960,Austria,From 55 to 64 years,Thousand persons,Total,Active population,343.0,2007-01-01 +961,Austria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),331.0,2007-01-01 +962,Austria,From 55 to 64 years,Thousand persons,Males,Active population,213.0,2007-01-01 +963,Austria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),205.0,2007-01-01 +964,Austria,From 55 to 64 years,Thousand persons,Females,Active population,130.0,2007-01-01 +965,Austria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),126.0,2007-01-01 +966,Austria,From 55 to 64 years,Percentage of total population,Total,Active population,37.2,2007-01-01 +967,Austria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),36.0,2007-01-01 +968,Austria,From 55 to 64 years,Percentage of total population,Males,Active population,47.6,2007-01-01 +969,Austria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.0,2007-01-01 +970,Austria,From 55 to 64 years,Percentage of total population,Females,Active population,27.5,2007-01-01 +971,Austria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.5,2007-01-01 +972,Poland,From 15 to 24 years,Thousand persons,Total,Active population,1858.0,2007-01-01 +973,Poland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1455.0,2007-01-01 +974,Poland,From 15 to 24 years,Thousand persons,Males,Active population,1040.0,2007-01-01 +975,Poland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),832.0,2007-01-01 +976,Poland,From 15 to 24 years,Thousand persons,Females,Active population,818.0,2007-01-01 +977,Poland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),623.0,2007-01-01 +978,Poland,From 15 to 24 years,Percentage of total population,Total,Active population,33.0,2007-01-01 +979,Poland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.8,2007-01-01 +980,Poland,From 15 to 24 years,Percentage of total population,Males,Active population,36.5,2007-01-01 +981,Poland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.2,2007-01-01 +982,Poland,From 15 to 24 years,Percentage of total population,Females,Active population,29.3,2007-01-01 +983,Poland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),22.4,2007-01-01 +984,Poland,From 25 to 54 years,Thousand persons,Total,Active population,13387.0,2007-01-01 +985,Poland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),12269.0,2007-01-01 +986,Poland,From 25 to 54 years,Thousand persons,Males,Active population,7152.0,2007-01-01 +987,Poland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),6598.0,2007-01-01 +988,Poland,From 25 to 54 years,Thousand persons,Females,Active population,6235.0,2007-01-01 +989,Poland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),5671.0,2007-01-01 +990,Poland,From 25 to 54 years,Percentage of total population,Total,Active population,81.7,2007-01-01 +991,Poland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.9,2007-01-01 +992,Poland,From 25 to 54 years,Percentage of total population,Males,Active population,87.9,2007-01-01 +993,Poland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.1,2007-01-01 +994,Poland,From 25 to 54 years,Percentage of total population,Females,Active population,75.6,2007-01-01 +995,Poland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),68.8,2007-01-01 +996,Poland,From 55 to 64 years,Thousand persons,Total,Active population,1366.0,2007-01-01 +997,Poland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1273.0,2007-01-01 +998,Poland,From 55 to 64 years,Thousand persons,Males,Active population,894.0,2007-01-01 +999,Poland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),828.0,2007-01-01 +1000,Poland,From 55 to 64 years,Thousand persons,Females,Active population,472.0,2007-01-01 +1001,Poland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),444.0,2007-01-01 +1002,Poland,From 55 to 64 years,Percentage of total population,Total,Active population,31.8,2007-01-01 +1003,Poland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),29.7,2007-01-01 +1004,Poland,From 55 to 64 years,Percentage of total population,Males,Active population,44.7,2007-01-01 +1005,Poland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),41.4,2007-01-01 +1006,Poland,From 55 to 64 years,Percentage of total population,Females,Active population,20.6,2007-01-01 +1007,Poland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.4,2007-01-01 +1008,Portugal,From 15 to 24 years,Thousand persons,Total,Active population,506.0,2007-01-01 +1009,Portugal,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),421.0,2007-01-01 +1010,Portugal,From 15 to 24 years,Thousand persons,Males,Active population,279.0,2007-01-01 +1011,Portugal,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),240.0,2007-01-01 +1012,Portugal,From 15 to 24 years,Thousand persons,Females,Active population,227.0,2007-01-01 +1013,Portugal,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),181.0,2007-01-01 +1014,Portugal,From 15 to 24 years,Percentage of total population,Total,Active population,41.3,2007-01-01 +1015,Portugal,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.4,2007-01-01 +1016,Portugal,From 15 to 24 years,Percentage of total population,Males,Active population,44.7,2007-01-01 +1017,Portugal,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),38.5,2007-01-01 +1018,Portugal,From 15 to 24 years,Percentage of total population,Females,Active population,37.8,2007-01-01 +1019,Portugal,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.1,2007-01-01 +1020,Portugal,From 25 to 54 years,Thousand persons,Total,Active population,4019.0,2007-01-01 +1021,Portugal,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3708.0,2007-01-01 +1022,Portugal,From 25 to 54 years,Thousand persons,Males,Active population,2088.0,2007-01-01 +1023,Portugal,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1960.0,2007-01-01 +1024,Portugal,From 25 to 54 years,Thousand persons,Females,Active population,1932.0,2007-01-01 +1025,Portugal,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1748.0,2007-01-01 +1026,Portugal,From 25 to 54 years,Percentage of total population,Total,Active population,87.7,2007-01-01 +1027,Portugal,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.9,2007-01-01 +1028,Portugal,From 25 to 54 years,Percentage of total population,Males,Active population,92.9,2007-01-01 +1029,Portugal,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.2,2007-01-01 +1030,Portugal,From 25 to 54 years,Percentage of total population,Females,Active population,82.7,2007-01-01 +1031,Portugal,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.8,2007-01-01 +1032,Portugal,From 55 to 64 years,Thousand persons,Total,Active population,671.0,2007-01-01 +1033,Portugal,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),627.0,2007-01-01 +1034,Portugal,From 55 to 64 years,Thousand persons,Males,Active population,365.0,2007-01-01 +1035,Portugal,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),339.0,2007-01-01 +1036,Portugal,From 55 to 64 years,Thousand persons,Females,Active population,306.0,2007-01-01 +1037,Portugal,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),288.0,2007-01-01 +1038,Portugal,From 55 to 64 years,Percentage of total population,Total,Active population,54.6,2007-01-01 +1039,Portugal,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.0,2007-01-01 +1040,Portugal,From 55 to 64 years,Percentage of total population,Males,Active population,63.2,2007-01-01 +1041,Portugal,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.7,2007-01-01 +1042,Portugal,From 55 to 64 years,Percentage of total population,Females,Active population,47.0,2007-01-01 +1043,Portugal,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.3,2007-01-01 +1044,Romania,From 15 to 24 years,Thousand persons,Total,Active population,976.0,2007-01-01 +1045,Romania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),780.0,2007-01-01 +1046,Romania,From 15 to 24 years,Thousand persons,Males,Active population,587.0,2007-01-01 +1047,Romania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),463.0,2007-01-01 +1048,Romania,From 15 to 24 years,Thousand persons,Females,Active population,389.0,2007-01-01 +1049,Romania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),317.0,2007-01-01 +1050,Romania,From 15 to 24 years,Percentage of total population,Total,Active population,30.5,2007-01-01 +1051,Romania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.4,2007-01-01 +1052,Romania,From 15 to 24 years,Percentage of total population,Males,Active population,35.9,2007-01-01 +1053,Romania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),28.3,2007-01-01 +1054,Romania,From 15 to 24 years,Percentage of total population,Females,Active population,24.9,2007-01-01 +1055,Romania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.2,2007-01-01 +1056,Romania,From 25 to 54 years,Thousand persons,Total,Active population,7521.0,2007-01-01 +1057,Romania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),7100.0,2007-01-01 +1058,Romania,From 25 to 54 years,Thousand persons,Males,Active population,4107.0,2007-01-01 +1059,Romania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3853.0,2007-01-01 +1060,Romania,From 25 to 54 years,Thousand persons,Females,Active population,3413.0,2007-01-01 +1061,Romania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),3247.0,2007-01-01 +1062,Romania,From 25 to 54 years,Percentage of total population,Total,Active population,79.0,2007-01-01 +1063,Romania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.6,2007-01-01 +1064,Romania,From 25 to 54 years,Percentage of total population,Males,Active population,85.9,2007-01-01 +1065,Romania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),80.6,2007-01-01 +1066,Romania,From 25 to 54 years,Percentage of total population,Females,Active population,72.0,2007-01-01 +1067,Romania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),68.5,2007-01-01 +1068,Romania,From 55 to 64 years,Thousand persons,Total,Active population,986.0,2007-01-01 +1069,Romania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),963.0,2007-01-01 +1070,Romania,From 55 to 64 years,Thousand persons,Males,Active population,566.0,2007-01-01 +1071,Romania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),547.0,2007-01-01 +1072,Romania,From 55 to 64 years,Thousand persons,Females,Active population,419.0,2007-01-01 +1073,Romania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),416.0,2007-01-01 +1074,Romania,From 55 to 64 years,Percentage of total population,Total,Active population,42.4,2007-01-01 +1075,Romania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.4,2007-01-01 +1076,Romania,From 55 to 64 years,Percentage of total population,Males,Active population,52.1,2007-01-01 +1077,Romania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.3,2007-01-01 +1078,Romania,From 55 to 64 years,Percentage of total population,Females,Active population,33.9,2007-01-01 +1079,Romania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.6,2007-01-01 +1080,Slovenia,From 15 to 24 years,Thousand persons,Total,Active population,107.0,2007-01-01 +1081,Slovenia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),96.0,2007-01-01 +1082,Slovenia,From 15 to 24 years,Thousand persons,Males,Active population,64.0,2007-01-01 +1083,Slovenia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),58.0,2007-01-01 +1084,Slovenia,From 15 to 24 years,Thousand persons,Females,Active population,43.0,2007-01-01 +1085,Slovenia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),38.0,2007-01-01 +1086,Slovenia,From 15 to 24 years,Percentage of total population,Total,Active population,41.8,2007-01-01 +1087,Slovenia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.6,2007-01-01 +1088,Slovenia,From 15 to 24 years,Percentage of total population,Males,Active population,47.6,2007-01-01 +1089,Slovenia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),43.2,2007-01-01 +1090,Slovenia,From 15 to 24 years,Percentage of total population,Females,Active population,35.4,2007-01-01 +1091,Slovenia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.4,2007-01-01 +1092,Slovenia,From 25 to 54 years,Thousand persons,Total,Active population,816.0,2007-01-01 +1093,Slovenia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),780.0,2007-01-01 +1094,Slovenia,From 25 to 54 years,Thousand persons,Males,Active population,427.0,2007-01-01 +1095,Slovenia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),413.0,2007-01-01 +1096,Slovenia,From 25 to 54 years,Thousand persons,Females,Active population,388.0,2007-01-01 +1097,Slovenia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),367.0,2007-01-01 +1098,Slovenia,From 25 to 54 years,Percentage of total population,Total,Active population,89.3,2007-01-01 +1099,Slovenia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),85.3,2007-01-01 +1100,Slovenia,From 25 to 54 years,Percentage of total population,Males,Active population,91.3,2007-01-01 +1101,Slovenia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.1,2007-01-01 +1102,Slovenia,From 25 to 54 years,Percentage of total population,Females,Active population,87.3,2007-01-01 +1103,Slovenia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.4,2007-01-01 +1104,Slovenia,From 55 to 64 years,Thousand persons,Total,Active population,84.0,2007-01-01 +1105,Slovenia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),81.0,2007-01-01 +1106,Slovenia,From 55 to 64 years,Thousand persons,Males,Active population,55.0,2007-01-01 +1107,Slovenia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),54.0,2007-01-01 +1108,Slovenia,From 55 to 64 years,Thousand persons,Females,Active population,29.0,2007-01-01 +1109,Slovenia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),28.0,2007-01-01 +1110,Slovenia,From 55 to 64 years,Percentage of total population,Total,Active population,34.6,2007-01-01 +1111,Slovenia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.5,2007-01-01 +1112,Slovenia,From 55 to 64 years,Percentage of total population,Males,Active population,46.7,2007-01-01 +1113,Slovenia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.3,2007-01-01 +1114,Slovenia,From 55 to 64 years,Percentage of total population,Females,Active population,23.1,2007-01-01 +1115,Slovenia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),22.2,2007-01-01 +1116,Slovakia,From 15 to 24 years,Thousand persons,Total,Active population,294.0,2007-01-01 +1117,Slovakia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),234.0,2007-01-01 +1118,Slovakia,From 15 to 24 years,Thousand persons,Males,Active population,168.0,2007-01-01 +1119,Slovakia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),134.0,2007-01-01 +1120,Slovakia,From 15 to 24 years,Thousand persons,Females,Active population,126.0,2007-01-01 +1121,Slovakia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),100.0,2007-01-01 +1122,Slovakia,From 15 to 24 years,Percentage of total population,Total,Active population,34.6,2007-01-01 +1123,Slovakia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),27.6,2007-01-01 +1124,Slovakia,From 15 to 24 years,Percentage of total population,Males,Active population,38.9,2007-01-01 +1125,Slovakia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),30.9,2007-01-01 +1126,Slovakia,From 15 to 24 years,Percentage of total population,Females,Active population,30.2,2007-01-01 +1127,Slovakia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.1,2007-01-01 +1128,Slovakia,From 25 to 54 years,Thousand persons,Total,Active population,2129.0,2007-01-01 +1129,Slovakia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1912.0,2007-01-01 +1130,Slovakia,From 25 to 54 years,Thousand persons,Males,Active population,1145.0,2007-01-01 +1131,Slovakia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1046.0,2007-01-01 +1132,Slovakia,From 25 to 54 years,Thousand persons,Females,Active population,985.0,2007-01-01 +1133,Slovakia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),866.0,2007-01-01 +1134,Slovakia,From 25 to 54 years,Percentage of total population,Total,Active population,86.9,2007-01-01 +1135,Slovakia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.0,2007-01-01 +1136,Slovakia,From 25 to 54 years,Percentage of total population,Males,Active population,93.1,2007-01-01 +1137,Slovakia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.0,2007-01-01 +1138,Slovakia,From 25 to 54 years,Percentage of total population,Females,Active population,80.7,2007-01-01 +1139,Slovakia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.0,2007-01-01 +1140,Slovakia,From 55 to 64 years,Thousand persons,Total,Active population,223.0,2007-01-01 +1141,Slovakia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),204.0,2007-01-01 +1142,Slovakia,From 55 to 64 years,Thousand persons,Males,Active population,151.0,2007-01-01 +1143,Slovakia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),139.0,2007-01-01 +1144,Slovakia,From 55 to 64 years,Thousand persons,Females,Active population,72.0,2007-01-01 +1145,Slovakia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),65.0,2007-01-01 +1146,Slovakia,From 55 to 64 years,Percentage of total population,Total,Active population,38.8,2007-01-01 +1147,Slovakia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),35.6,2007-01-01 +1148,Slovakia,From 55 to 64 years,Percentage of total population,Males,Active population,57.0,2007-01-01 +1149,Slovakia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.5,2007-01-01 +1150,Slovakia,From 55 to 64 years,Percentage of total population,Females,Active population,23.3,2007-01-01 +1151,Slovakia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.2,2007-01-01 +1152,Finland,From 15 to 24 years,Thousand persons,Total,Active population,341.0,2007-01-01 +1153,Finland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),285.0,2007-01-01 +1154,Finland,From 15 to 24 years,Thousand persons,Males,Active population,168.0,2007-01-01 +1155,Finland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),141.0,2007-01-01 +1156,Finland,From 15 to 24 years,Thousand persons,Females,Active population,173.0,2007-01-01 +1157,Finland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),144.0,2007-01-01 +1158,Finland,From 15 to 24 years,Percentage of total population,Total,Active population,53.4,2007-01-01 +1159,Finland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.6,2007-01-01 +1160,Finland,From 15 to 24 years,Percentage of total population,Males,Active population,53.3,2007-01-01 +1161,Finland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),44.5,2007-01-01 +1162,Finland,From 15 to 24 years,Percentage of total population,Females,Active population,53.6,2007-01-01 +1163,Finland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.7,2007-01-01 +1164,Finland,From 25 to 54 years,Thousand persons,Total,Active population,1868.0,2007-01-01 +1165,Finland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1768.0,2007-01-01 +1166,Finland,From 25 to 54 years,Thousand persons,Males,Active population,973.0,2007-01-01 +1167,Finland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),926.0,2007-01-01 +1168,Finland,From 25 to 54 years,Thousand persons,Females,Active population,894.0,2007-01-01 +1169,Finland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),842.0,2007-01-01 +1170,Finland,From 25 to 54 years,Percentage of total population,Total,Active population,88.0,2007-01-01 +1171,Finland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.4,2007-01-01 +1172,Finland,From 25 to 54 years,Percentage of total population,Males,Active population,90.4,2007-01-01 +1173,Finland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.0,2007-01-01 +1174,Finland,From 25 to 54 years,Percentage of total population,Females,Active population,85.6,2007-01-01 +1175,Finland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.6,2007-01-01 +1176,Finland,From 55 to 64 years,Thousand persons,Total,Active population,433.0,2007-01-01 +1177,Finland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),406.0,2007-01-01 +1178,Finland,From 55 to 64 years,Thousand persons,Males,Active population,216.0,2007-01-01 +1179,Finland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),201.0,2007-01-01 +1180,Finland,From 55 to 64 years,Thousand persons,Females,Active population,217.0,2007-01-01 +1181,Finland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),205.0,2007-01-01 +1182,Finland,From 55 to 64 years,Percentage of total population,Total,Active population,58.8,2007-01-01 +1183,Finland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.0,2007-01-01 +1184,Finland,From 55 to 64 years,Percentage of total population,Males,Active population,59.1,2007-01-01 +1185,Finland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.1,2007-01-01 +1186,Finland,From 55 to 64 years,Percentage of total population,Females,Active population,58.4,2007-01-01 +1187,Finland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),55.0,2007-01-01 +1188,Sweden,From 15 to 24 years,Thousand persons,Total,Active population,614.0,2007-01-01 +1189,Sweden,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),496.0,2007-01-01 +1190,Sweden,From 15 to 24 years,Thousand persons,Males,Active population,311.0,2007-01-01 +1191,Sweden,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),253.0,2007-01-01 +1192,Sweden,From 15 to 24 years,Thousand persons,Females,Active population,303.0,2007-01-01 +1193,Sweden,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),243.0,2007-01-01 +1194,Sweden,From 15 to 24 years,Percentage of total population,Total,Active population,52.2,2007-01-01 +1195,Sweden,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),42.2,2007-01-01 +1196,Sweden,From 15 to 24 years,Percentage of total population,Males,Active population,51.8,2007-01-01 +1197,Sweden,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),42.0,2007-01-01 +1198,Sweden,From 15 to 24 years,Percentage of total population,Females,Active population,52.7,2007-01-01 +1199,Sweden,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.3,2007-01-01 +1200,Sweden,From 25 to 54 years,Thousand persons,Total,Active population,3247.0,2007-01-01 +1201,Sweden,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3104.0,2007-01-01 +1202,Sweden,From 25 to 54 years,Thousand persons,Males,Active population,1704.0,2007-01-01 +1203,Sweden,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1634.0,2007-01-01 +1204,Sweden,From 25 to 54 years,Thousand persons,Females,Active population,1543.0,2007-01-01 +1205,Sweden,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1470.0,2007-01-01 +1206,Sweden,From 25 to 54 years,Percentage of total population,Total,Active population,90.0,2007-01-01 +1207,Sweden,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),86.1,2007-01-01 +1208,Sweden,From 25 to 54 years,Percentage of total population,Males,Active population,92.9,2007-01-01 +1209,Sweden,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.1,2007-01-01 +1210,Sweden,From 25 to 54 years,Percentage of total population,Females,Active population,87.1,2007-01-01 +1211,Sweden,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),83.0,2007-01-01 +1212,Sweden,From 55 to 64 years,Thousand persons,Total,Active population,889.0,2007-01-01 +1213,Sweden,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),854.0,2007-01-01 +1214,Sweden,From 55 to 64 years,Thousand persons,Males,Active population,467.0,2007-01-01 +1215,Sweden,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),446.0,2007-01-01 +1216,Sweden,From 55 to 64 years,Thousand persons,Females,Active population,422.0,2007-01-01 +1217,Sweden,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),407.0,2007-01-01 +1218,Sweden,From 55 to 64 years,Percentage of total population,Total,Active population,72.8,2007-01-01 +1219,Sweden,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),70.0,2007-01-01 +1220,Sweden,From 55 to 64 years,Percentage of total population,Males,Active population,76.2,2007-01-01 +1221,Sweden,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),72.9,2007-01-01 +1222,Sweden,From 55 to 64 years,Percentage of total population,Females,Active population,69.4,2007-01-01 +1223,Sweden,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),67.0,2007-01-01 +1224,United Kingdom,From 15 to 24 years,Thousand persons,Total,Active population,4727.0,2007-01-01 +1225,United Kingdom,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),4052.0,2007-01-01 +1226,United Kingdom,From 15 to 24 years,Thousand persons,Males,Active population,2476.0,2007-01-01 +1227,United Kingdom,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2084.0,2007-01-01 +1228,United Kingdom,From 15 to 24 years,Thousand persons,Females,Active population,2251.0,2007-01-01 +1229,United Kingdom,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1968.0,2007-01-01 +1230,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Active population,61.4,2007-01-01 +1231,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),52.6,2007-01-01 +1232,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Active population,64.2,2007-01-01 +1233,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.0,2007-01-01 +1234,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Active population,58.6,2007-01-01 +1235,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),51.3,2007-01-01 +1236,United Kingdom,From 25 to 54 years,Thousand persons,Total,Active population,21241.0,2007-01-01 +1237,United Kingdom,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20439.0,2007-01-01 +1238,United Kingdom,From 25 to 54 years,Thousand persons,Males,Active population,11384.0,2007-01-01 +1239,United Kingdom,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10959.0,2007-01-01 +1240,United Kingdom,From 25 to 54 years,Thousand persons,Females,Active population,9857.0,2007-01-01 +1241,United Kingdom,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9480.0,2007-01-01 +1242,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Active population,84.5,2007-01-01 +1243,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.3,2007-01-01 +1244,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Active population,91.6,2007-01-01 +1245,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.2,2007-01-01 +1246,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Active population,77.5,2007-01-01 +1247,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.6,2007-01-01 +1248,United Kingdom,From 55 to 64 years,Thousand persons,Total,Active population,4268.0,2007-01-01 +1249,United Kingdom,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),4131.0,2007-01-01 +1250,United Kingdom,From 55 to 64 years,Thousand persons,Males,Active population,2438.0,2007-01-01 +1251,United Kingdom,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2342.0,2007-01-01 +1252,United Kingdom,From 55 to 64 years,Thousand persons,Females,Active population,1830.0,2007-01-01 +1253,United Kingdom,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1789.0,2007-01-01 +1254,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Active population,59.3,2007-01-01 +1255,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),57.4,2007-01-01 +1256,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Active population,68.9,2007-01-01 +1257,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),66.2,2007-01-01 +1258,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Active population,49.9,2007-01-01 +1259,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),48.8,2007-01-01 +1260,Iceland,From 15 to 24 years,Thousand persons,Total,Active population,31.0,2007-01-01 +1261,Iceland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),29.0,2007-01-01 +1262,Iceland,From 15 to 24 years,Thousand persons,Males,Active population,16.0,2007-01-01 +1263,Iceland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),15.0,2007-01-01 +1264,Iceland,From 15 to 24 years,Thousand persons,Females,Active population,15.0,2007-01-01 +1265,Iceland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),14.0,2007-01-01 +1266,Iceland,From 15 to 24 years,Percentage of total population,Total,Active population,79.9,2007-01-01 +1267,Iceland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.3,2007-01-01 +1268,Iceland,From 15 to 24 years,Percentage of total population,Males,Active population,80.2,2007-01-01 +1269,Iceland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),74.0,2007-01-01 +1270,Iceland,From 15 to 24 years,Percentage of total population,Females,Active population,79.5,2007-01-01 +1271,Iceland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.6,2007-01-01 +1272,Iceland,From 25 to 54 years,Thousand persons,Total,Active population,116.0,2007-01-01 +1273,Iceland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),115.0,2007-01-01 +1274,Iceland,From 25 to 54 years,Thousand persons,Males,Active population,64.0,2007-01-01 +1275,Iceland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),64.0,2007-01-01 +1276,Iceland,From 25 to 54 years,Thousand persons,Females,Active population,52.0,2007-01-01 +1277,Iceland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),51.0,2007-01-01 +1278,Iceland,From 25 to 54 years,Percentage of total population,Total,Active population,89.7,2007-01-01 +1279,Iceland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),88.5,2007-01-01 +1280,Iceland,From 25 to 54 years,Percentage of total population,Males,Active population,94.6,2007-01-01 +1281,Iceland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),93.6,2007-01-01 +1282,Iceland,From 25 to 54 years,Percentage of total population,Females,Active population,84.2,2007-01-01 +1283,Iceland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.9,2007-01-01 +1284,Iceland,From 55 to 64 years,Thousand persons,Total,Active population,26.0,2007-01-01 +1285,Iceland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),26.0,2007-01-01 +1286,Iceland,From 55 to 64 years,Thousand persons,Males,Active population,14.0,2007-01-01 +1287,Iceland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),14.0,2007-01-01 +1288,Iceland,From 55 to 64 years,Thousand persons,Females,Active population,12.0,2007-01-01 +1289,Iceland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),12.0,2007-01-01 +1290,Iceland,From 55 to 64 years,Percentage of total population,Total,Active population,85.4,2007-01-01 +1291,Iceland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.7,2007-01-01 +1292,Iceland,From 55 to 64 years,Percentage of total population,Males,Active population,90.1,2007-01-01 +1293,Iceland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.3,2007-01-01 +1294,Iceland,From 55 to 64 years,Percentage of total population,Females,Active population,80.5,2007-01-01 +1295,Iceland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.8,2007-01-01 +1296,Norway,From 15 to 24 years,Thousand persons,Total,Active population,344.0,2007-01-01 +1297,Norway,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),319.0,2007-01-01 +1298,Norway,From 15 to 24 years,Thousand persons,Males,Active population,170.0,2007-01-01 +1299,Norway,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),156.0,2007-01-01 +1300,Norway,From 15 to 24 years,Thousand persons,Females,Active population,174.0,2007-01-01 +1301,Norway,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),162.0,2007-01-01 +1302,Norway,From 15 to 24 years,Percentage of total population,Total,Active population,58.8,2007-01-01 +1303,Norway,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),54.5,2007-01-01 +1304,Norway,From 15 to 24 years,Percentage of total population,Males,Active population,57.5,2007-01-01 +1305,Norway,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.8,2007-01-01 +1306,Norway,From 15 to 24 years,Percentage of total population,Females,Active population,60.1,2007-01-01 +1307,Norway,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),56.2,2007-01-01 +1308,Norway,From 25 to 54 years,Thousand persons,Total,Active population,1709.0,2007-01-01 +1309,Norway,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1676.0,2007-01-01 +1310,Norway,From 25 to 54 years,Thousand persons,Males,Active population,902.0,2007-01-01 +1311,Norway,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),885.0,2007-01-01 +1312,Norway,From 25 to 54 years,Thousand persons,Females,Active population,807.0,2007-01-01 +1313,Norway,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),791.0,2007-01-01 +1314,Norway,From 25 to 54 years,Percentage of total population,Total,Active population,87.4,2007-01-01 +1315,Norway,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),85.7,2007-01-01 +1316,Norway,From 25 to 54 years,Percentage of total population,Males,Active population,90.8,2007-01-01 +1317,Norway,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.1,2007-01-01 +1318,Norway,From 25 to 54 years,Percentage of total population,Females,Active population,83.9,2007-01-01 +1319,Norway,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.3,2007-01-01 +1320,Norway,From 55 to 64 years,Thousand persons,Total,Active population,392.0,2007-01-01 +1321,Norway,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),389.0,2007-01-01 +1322,Norway,From 55 to 64 years,Thousand persons,Males,Active population,212.0,2007-01-01 +1323,Norway,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),210.0,2007-01-01 +1324,Norway,From 55 to 64 years,Thousand persons,Females,Active population,180.0,2007-01-01 +1325,Norway,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),178.0,2007-01-01 +1326,Norway,From 55 to 64 years,Percentage of total population,Total,Active population,69.6,2007-01-01 +1327,Norway,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),69.0,2007-01-01 +1328,Norway,From 55 to 64 years,Percentage of total population,Males,Active population,74.6,2007-01-01 +1329,Norway,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),73.8,2007-01-01 +1330,Norway,From 55 to 64 years,Percentage of total population,Females,Active population,64.5,2007-01-01 +1331,Norway,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),64.0,2007-01-01 +1332,,,,,,, +1333,,,,,,, +1334,,,,,,, +1335,,,,,,, +1336,,,,,,, +1337,,,,,,, +1338,,,,,,, +1339,,,,,,, +1340,,,,,,, +1341,,,,,,, +1342,,,,,,, +1343,,,,,,, +1344,,,,,,, +1345,,,,,,, +1346,,,,,,, +1347,,,,,,, +1348,,,,,,, +1349,,,,,,, +1350,,,,,,, +1351,,,,,,, +1352,,,,,,, +1353,,,,,,, +1354,,,,,,, +1355,,,,,,, +1356,,,,,,, +1357,,,,,,, +1358,,,,,,, +1359,,,,,,, +1360,,,,,,, +1361,,,,,,, +1362,,,,,,, +1363,,,,,,, +1364,,,,,,, +1365,,,,,,, +1366,,,,,,, +1367,,,,,,, +1368,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Active population,117.0,2007-01-01 +1369,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),49.0,2007-01-01 +1370,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Active population,73.0,2007-01-01 +1371,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),31.0,2007-01-01 +1372,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Active population,44.0,2007-01-01 +1373,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),18.0,2007-01-01 +1374,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Active population,35.9,2007-01-01 +1375,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),15.2,2007-01-01 +1376,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Active population,43.8,2007-01-01 +1377,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),18.6,2007-01-01 +1378,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Active population,27.5,2007-01-01 +1379,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),11.5,2007-01-01 +1380,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Active population,698.0,2007-01-01 +1381,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),472.0,2007-01-01 +1382,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Active population,412.0,2007-01-01 +1383,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),283.0,2007-01-01 +1384,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Active population,286.0,2007-01-01 +1385,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),189.0,2007-01-01 +1386,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Active population,77.9,2007-01-01 +1387,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),52.8,2007-01-01 +1388,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Active population,90.4,2007-01-01 +1389,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),62.1,2007-01-01 +1390,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Active population,65.0,2007-01-01 +1391,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.0,2007-01-01 +1392,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Active population,84.0,2007-01-01 +1393,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),61.0,2007-01-01 +1394,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Active population,58.0,2007-01-01 +1395,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),39.0,2007-01-01 +1396,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Active population,27.0,2007-01-01 +1397,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),21.0,2007-01-01 +1398,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Active population,40.0,2007-01-01 +1399,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.8,2007-01-01 +1400,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Active population,56.4,2007-01-01 +1401,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),38.6,2007-01-01 +1402,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Active population,24.6,2007-01-01 +1403,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.6,2007-01-01 +1404,Turkey,From 15 to 24 years,Thousand persons,Total,Active population,4226.0,2007-01-01 +1405,Turkey,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3497.0,2007-01-01 +1406,Turkey,From 15 to 24 years,Thousand persons,Males,Active population,2833.0,2007-01-01 +1407,Turkey,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2349.0,2007-01-01 +1408,Turkey,From 15 to 24 years,Thousand persons,Females,Active population,1392.0,2007-01-01 +1409,Turkey,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1148.0,2007-01-01 +1410,Turkey,From 15 to 24 years,Percentage of total population,Total,Active population,36.5,2007-01-01 +1411,Turkey,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.2,2007-01-01 +1412,Turkey,From 15 to 24 years,Percentage of total population,Males,Active population,50.2,2007-01-01 +1413,Turkey,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),41.6,2007-01-01 +1414,Turkey,From 15 to 24 years,Percentage of total population,Females,Active population,23.5,2007-01-01 +1415,Turkey,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.4,2007-01-01 +1416,Turkey,From 25 to 54 years,Thousand persons,Total,Active population,16681.0,2007-01-01 +1417,Turkey,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),15439.0,2007-01-01 +1418,Turkey,From 25 to 54 years,Thousand persons,Males,Active population,12689.0,2007-01-01 +1419,Turkey,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),11740.0,2007-01-01 +1420,Turkey,From 25 to 54 years,Thousand persons,Females,Active population,3991.0,2007-01-01 +1421,Turkey,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),3699.0,2007-01-01 +1422,Turkey,From 25 to 54 years,Percentage of total population,Total,Active population,57.5,2007-01-01 +1423,Turkey,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.2,2007-01-01 +1424,Turkey,From 25 to 54 years,Percentage of total population,Males,Active population,87.2,2007-01-01 +1425,Turkey,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),80.7,2007-01-01 +1426,Turkey,From 25 to 54 years,Percentage of total population,Females,Active population,27.6,2007-01-01 +1427,Turkey,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.6,2007-01-01 +1428,Turkey,From 55 to 64 years,Thousand persons,Total,Active population,1329.0,2007-01-01 +1429,Turkey,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1282.0,2007-01-01 +1430,Turkey,From 55 to 64 years,Thousand persons,Males,Active population,966.0,2007-01-01 +1431,Turkey,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),923.0,2007-01-01 +1432,Turkey,From 55 to 64 years,Thousand persons,Females,Active population,363.0,2007-01-01 +1433,Turkey,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),359.0,2007-01-01 +1434,Turkey,From 55 to 64 years,Percentage of total population,Total,Active population,28.1,2007-01-01 +1435,Turkey,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),27.2,2007-01-01 +1436,Turkey,From 55 to 64 years,Percentage of total population,Males,Active population,42.5,2007-01-01 +1437,Turkey,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.6,2007-01-01 +1438,Turkey,From 55 to 64 years,Percentage of total population,Females,Active population,14.8,2007-01-01 +1439,Turkey,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),14.7,2007-01-01 +1440,,,,,,, +1441,,,,,,, +1442,,,,,,, +1443,,,,,,, +1444,,,,,,, +1445,,,,,,, +1446,,,,,,, +1447,,,,,,, +1448,,,,,,, +1449,,,,,,, +1450,,,,,,, +1451,,,,,,, +1452,,,,,,, +1453,,,,,,, +1454,,,,,,, +1455,,,,,,, +1456,,,,,,, +1457,,,,,,, +1458,,,,,,, +1459,,,,,,, +1460,,,,,,, +1461,,,,,,, +1462,,,,,,, +1463,,,,,,, +1464,,,,,,, +1465,,,,,,, +1466,,,,,,, +1467,,,,,,, +1468,,,,,,, +1469,,,,,,, +1470,,,,,,, +1471,,,,,,, +1472,,,,,,, +1473,,,,,,, +1474,,,,,,, +1475,,,,,,, +1476,,,,,,, +1477,,,,,,, +1478,,,,,,, +1479,,,,,,, +1480,,,,,,, +1481,,,,,,, +1482,,,,,,, +1483,,,,,,, +1484,,,,,,, +1485,,,,,,, +1486,,,,,,, +1487,,,,,,, +1488,,,,,,, +1489,,,,,,, +1490,,,,,,, +1491,,,,,,, +1492,,,,,,, +1493,,,,,,, +1494,,,,,,, +1495,,,,,,, +1496,,,,,,, +1497,,,,,,, +1498,,,,,,, +1499,,,,,,, +1500,,,,,,, +1501,,,,,,, +1502,,,,,,, +1503,,,,,,, +1504,,,,,,, +1505,,,,,,, +1506,,,,,,, +1507,,,,,,, +1508,,,,,,, +1509,,,,,,, +1510,,,,,,, +1511,,,,,,, +1512,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Active population,26693.0,2008-01-01 +1513,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),22524.0,2008-01-01 +1514,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Active population,14584.0,2008-01-01 +1515,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),12299.0,2008-01-01 +1516,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Active population,12110.0,2008-01-01 +1517,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),10225.0,2008-01-01 +1518,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Active population,44.2,2008-01-01 +1519,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.3,2008-01-01 +1520,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Active population,47.6,2008-01-01 +1521,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.1,2008-01-01 +1522,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Active population,40.6,2008-01-01 +1523,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.3,2008-01-01 +1524,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Active population,180352.0,2008-01-01 +1525,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),169353.0,2008-01-01 +1526,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Active population,97952.0,2008-01-01 +1527,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),92487.0,2008-01-01 +1528,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Active population,82400.0,2008-01-01 +1529,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),76866.0,2008-01-01 +1530,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Active population,84.6,2008-01-01 +1531,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.4,2008-01-01 +1532,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.9,2008-01-01 +1533,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.8,2008-01-01 +1534,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Active population,77.3,2008-01-01 +1535,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.1,2008-01-01 +1536,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Active population,28486.0,2008-01-01 +1537,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),27047.0,2008-01-01 +1538,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Active population,16634.0,2008-01-01 +1539,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),15788.0,2008-01-01 +1540,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Active population,11852.0,2008-01-01 +1541,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),11258.0,2008-01-01 +1542,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Active population,47.9,2008-01-01 +1543,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.5,2008-01-01 +1544,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Active population,57.7,2008-01-01 +1545,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.8,2008-01-01 +1546,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Active population,38.6,2008-01-01 +1547,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),36.7,2008-01-01 +1548,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Active population,26500.0,2008-01-01 +1549,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),22377.0,2008-01-01 +1550,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Active population,14468.0,2008-01-01 +1551,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),12207.0,2008-01-01 +1552,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Active population,12033.0,2008-01-01 +1553,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),10170.0,2008-01-01 +1554,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Active population,44.2,2008-01-01 +1555,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.3,2008-01-01 +1556,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Active population,47.6,2008-01-01 +1557,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.2,2008-01-01 +1558,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Active population,40.7,2008-01-01 +1559,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.4,2008-01-01 +1560,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Active population,178863.0,2008-01-01 +1561,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),167972.0,2008-01-01 +1562,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Active population,97158.0,2008-01-01 +1563,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),91737.0,2008-01-01 +1564,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Active population,81704.0,2008-01-01 +1565,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),76235.0,2008-01-01 +1566,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Active population,84.6,2008-01-01 +1567,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.5,2008-01-01 +1568,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.0,2008-01-01 +1569,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.9,2008-01-01 +1570,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Active population,77.3,2008-01-01 +1571,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.1,2008-01-01 +1572,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Active population,28278.0,2008-01-01 +1573,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),26850.0,2008-01-01 +1574,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Active population,16502.0,2008-01-01 +1575,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),15665.0,2008-01-01 +1576,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Active population,11776.0,2008-01-01 +1577,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),11185.0,2008-01-01 +1578,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Active population,48.0,2008-01-01 +1579,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.5,2008-01-01 +1580,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Active population,57.8,2008-01-01 +1581,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.8,2008-01-01 +1582,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Active population,38.7,2008-01-01 +1583,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),36.8,2008-01-01 +1584,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Active population,21920.0,2008-01-01 +1585,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),18541.0,2008-01-01 +1586,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Active population,11828.0,2008-01-01 +1587,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),9977.0,2008-01-01 +1588,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Active population,10092.0,2008-01-01 +1589,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8564.0,2008-01-01 +1590,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Active population,48.1,2008-01-01 +1591,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),40.7,2008-01-01 +1592,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Active population,51.2,2008-01-01 +1593,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),43.2,2008-01-01 +1594,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Active population,44.9,2008-01-01 +1595,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),38.1,2008-01-01 +1596,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Active population,141949.0,2008-01-01 +1597,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),133163.0,2008-01-01 +1598,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Active population,77332.0,2008-01-01 +1599,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),72974.0,2008-01-01 +1600,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Active population,64618.0,2008-01-01 +1601,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),60189.0,2008-01-01 +1602,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.1,2008-01-01 +1603,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.8,2008-01-01 +1604,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.8,2008-01-01 +1605,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.5,2008-01-01 +1606,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Active population,77.5,2008-01-01 +1607,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.2,2008-01-01 +1608,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Active population,23234.0,2008-01-01 +1609,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),22033.0,2008-01-01 +1610,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Active population,13470.0,2008-01-01 +1611,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),12778.0,2008-01-01 +1612,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Active population,9764.0,2008-01-01 +1613,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),9255.0,2008-01-01 +1614,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Active population,49.9,2008-01-01 +1615,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.3,2008-01-01 +1616,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Active population,59.1,2008-01-01 +1617,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.0,2008-01-01 +1618,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Active population,41.1,2008-01-01 +1619,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),38.9,2008-01-01 +1620,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Active population,16893.0,2008-01-01 +1621,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),14274.0,2008-01-01 +1622,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Active population,9246.0,2008-01-01 +1623,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),7833.0,2008-01-01 +1624,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Active population,7647.0,2008-01-01 +1625,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),6441.0,2008-01-01 +1626,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Active population,44.2,2008-01-01 +1627,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.3,2008-01-01 +1628,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Active population,47.6,2008-01-01 +1629,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.3,2008-01-01 +1630,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Active population,40.7,2008-01-01 +1631,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.3,2008-01-01 +1632,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Active population,121028.0,2008-01-01 +1633,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),112952.0,2008-01-01 +1634,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Active population,66139.0,2008-01-01 +1635,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),62192.0,2008-01-01 +1636,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Active population,54888.0,2008-01-01 +1637,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),50760.0,2008-01-01 +1638,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.1,2008-01-01 +1639,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.4,2008-01-01 +1640,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.9,2008-01-01 +1641,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.4,2008-01-01 +1642,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Active population,77.2,2008-01-01 +1643,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.4,2008-01-01 +1644,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Active population,18412.0,2008-01-01 +1645,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),17348.0,2008-01-01 +1646,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Active population,10745.0,2008-01-01 +1647,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),10147.0,2008-01-01 +1648,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Active population,7667.0,2008-01-01 +1649,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),7201.0,2008-01-01 +1650,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Active population,47.1,2008-01-01 +1651,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.4,2008-01-01 +1652,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Active population,56.4,2008-01-01 +1653,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.3,2008-01-01 +1654,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Active population,38.3,2008-01-01 +1655,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.9,2008-01-01 +1656,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Active population,16750.0,2008-01-01 +1657,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),14150.0,2008-01-01 +1658,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Active population,9162.0,2008-01-01 +1659,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),7760.0,2008-01-01 +1660,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Active population,7588.0,2008-01-01 +1661,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),6389.0,2008-01-01 +1662,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Active population,44.4,2008-01-01 +1663,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.5,2008-01-01 +1664,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Active population,47.8,2008-01-01 +1665,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.5,2008-01-01 +1666,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Active population,40.9,2008-01-01 +1667,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.4,2008-01-01 +1668,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Active population,119876.0,2008-01-01 +1669,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),111860.0,2008-01-01 +1670,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Active population,65568.0,2008-01-01 +1671,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),61652.0,2008-01-01 +1672,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Active population,54308.0,2008-01-01 +1673,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),50209.0,2008-01-01 +1674,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.1,2008-01-01 +1675,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.4,2008-01-01 +1676,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.9,2008-01-01 +1677,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.4,2008-01-01 +1678,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Active population,77.1,2008-01-01 +1679,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.3,2008-01-01 +1680,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Active population,18223.0,2008-01-01 +1681,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),17167.0,2008-01-01 +1682,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Active population,10652.0,2008-01-01 +1683,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),10058.0,2008-01-01 +1684,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Active population,7571.0,2008-01-01 +1685,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),7110.0,2008-01-01 +1686,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Active population,47.0,2008-01-01 +1687,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.3,2008-01-01 +1688,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Active population,56.4,2008-01-01 +1689,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.2,2008-01-01 +1690,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Active population,38.1,2008-01-01 +1691,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.8,2008-01-01 +1692,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Active population,16607.0,2008-01-01 +1693,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),14026.0,2008-01-01 +1694,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Active population,9079.0,2008-01-01 +1695,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),7689.0,2008-01-01 +1696,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Active population,7528.0,2008-01-01 +1697,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),6337.0,2008-01-01 +1698,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Active population,44.4,2008-01-01 +1699,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.5,2008-01-01 +1700,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Active population,47.8,2008-01-01 +1701,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.4,2008-01-01 +1702,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Active population,40.9,2008-01-01 +1703,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.4,2008-01-01 +1704,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Active population,119075.0,2008-01-01 +1705,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),111118.0,2008-01-01 +1706,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Active population,65165.0,2008-01-01 +1707,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),61280.0,2008-01-01 +1708,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Active population,53910.0,2008-01-01 +1709,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49838.0,2008-01-01 +1710,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.0,2008-01-01 +1711,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.3,2008-01-01 +1712,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Active population,93.0,2008-01-01 +1713,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.4,2008-01-01 +1714,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Active population,77.1,2008-01-01 +1715,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.3,2008-01-01 +1716,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Active population,18070.0,2008-01-01 +1717,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),17024.0,2008-01-01 +1718,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Active population,10582.0,2008-01-01 +1719,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),9993.0,2008-01-01 +1720,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Active population,7488.0,2008-01-01 +1721,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),7031.0,2008-01-01 +1722,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Active population,46.9,2008-01-01 +1723,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.2,2008-01-01 +1724,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Active population,56.3,2008-01-01 +1725,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.2,2008-01-01 +1726,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Active population,38.0,2008-01-01 +1727,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.7,2008-01-01 +1728,Belgium,From 15 to 24 years,Thousand persons,Total,Active population,433.0,2008-01-01 +1729,Belgium,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),356.0,2008-01-01 +1730,Belgium,From 15 to 24 years,Thousand persons,Males,Active population,236.0,2008-01-01 +1731,Belgium,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),195.0,2008-01-01 +1732,Belgium,From 15 to 24 years,Thousand persons,Females,Active population,197.0,2008-01-01 +1733,Belgium,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),160.0,2008-01-01 +1734,Belgium,From 15 to 24 years,Percentage of total population,Total,Active population,33.4,2008-01-01 +1735,Belgium,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),27.4,2008-01-01 +1736,Belgium,From 15 to 24 years,Percentage of total population,Males,Active population,36.0,2008-01-01 +1737,Belgium,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.7,2008-01-01 +1738,Belgium,From 15 to 24 years,Percentage of total population,Females,Active population,30.8,2008-01-01 +1739,Belgium,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.0,2008-01-01 +1740,Belgium,From 25 to 54 years,Thousand persons,Total,Active population,3851.0,2008-01-01 +1741,Belgium,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3616.0,2008-01-01 +1742,Belgium,From 25 to 54 years,Thousand persons,Males,Active population,2090.0,2008-01-01 +1743,Belgium,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1971.0,2008-01-01 +1744,Belgium,From 25 to 54 years,Thousand persons,Females,Active population,1761.0,2008-01-01 +1745,Belgium,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1644.0,2008-01-01 +1746,Belgium,From 25 to 54 years,Percentage of total population,Total,Active population,85.7,2008-01-01 +1747,Belgium,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.5,2008-01-01 +1748,Belgium,From 25 to 54 years,Percentage of total population,Males,Active population,92.3,2008-01-01 +1749,Belgium,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.0,2008-01-01 +1750,Belgium,From 25 to 54 years,Percentage of total population,Females,Active population,79.0,2008-01-01 +1751,Belgium,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.8,2008-01-01 +1752,Belgium,From 55 to 64 years,Thousand persons,Total,Active population,463.0,2008-01-01 +1753,Belgium,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),442.0,2008-01-01 +1754,Belgium,From 55 to 64 years,Thousand persons,Males,Active population,282.0,2008-01-01 +1755,Belgium,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),272.0,2008-01-01 +1756,Belgium,From 55 to 64 years,Thousand persons,Females,Active population,180.0,2008-01-01 +1757,Belgium,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),170.0,2008-01-01 +1758,Belgium,From 55 to 64 years,Percentage of total population,Total,Active population,36.1,2008-01-01 +1759,Belgium,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.5,2008-01-01 +1760,Belgium,From 55 to 64 years,Percentage of total population,Males,Active population,44.4,2008-01-01 +1761,Belgium,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),42.8,2008-01-01 +1762,Belgium,From 55 to 64 years,Percentage of total population,Females,Active population,27.9,2008-01-01 +1763,Belgium,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.3,2008-01-01 +1764,Bulgaria,From 15 to 24 years,Thousand persons,Total,Active population,301.0,2008-01-01 +1765,Bulgaria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),263.0,2008-01-01 +1766,Bulgaria,From 15 to 24 years,Thousand persons,Males,Active population,174.0,2008-01-01 +1767,Bulgaria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),150.0,2008-01-01 +1768,Bulgaria,From 15 to 24 years,Thousand persons,Females,Active population,127.0,2008-01-01 +1769,Bulgaria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),112.0,2008-01-01 +1770,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Active population,30.1,2008-01-01 +1771,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),26.3,2008-01-01 +1772,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Active population,34.0,2008-01-01 +1773,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.3,2008-01-01 +1774,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Active population,26.1,2008-01-01 +1775,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.1,2008-01-01 +1776,Bulgaria,From 25 to 54 years,Thousand persons,Total,Active population,2724.0,2008-01-01 +1777,Bulgaria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2591.0,2008-01-01 +1778,Bulgaria,From 25 to 54 years,Thousand persons,Males,Active population,1418.0,2008-01-01 +1779,Bulgaria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1352.0,2008-01-01 +1780,Bulgaria,From 25 to 54 years,Thousand persons,Females,Active population,1306.0,2008-01-01 +1781,Bulgaria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1238.0,2008-01-01 +1782,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2008-01-01 +1783,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.3,2008-01-01 +1784,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Active population,88.8,2008-01-01 +1785,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.7,2008-01-01 +1786,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Active population,82.1,2008-01-01 +1787,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),77.9,2008-01-01 +1788,Bulgaria,From 55 to 64 years,Thousand persons,Total,Active population,480.0,2008-01-01 +1789,Bulgaria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),453.0,2008-01-01 +1790,Bulgaria,From 55 to 64 years,Thousand persons,Males,Active population,267.0,2008-01-01 +1791,Bulgaria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),253.0,2008-01-01 +1792,Bulgaria,From 55 to 64 years,Thousand persons,Females,Active population,213.0,2008-01-01 +1793,Bulgaria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),200.0,2008-01-01 +1794,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Active population,48.7,2008-01-01 +1795,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.0,2008-01-01 +1796,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Active population,58.7,2008-01-01 +1797,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.8,2008-01-01 +1798,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Active population,40.2,2008-01-01 +1799,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),37.7,2008-01-01 +1800,Czech Republic,From 15 to 24 years,Thousand persons,Total,Active population,418.0,2008-01-01 +1801,Czech Republic,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),377.0,2008-01-01 +1802,Czech Republic,From 15 to 24 years,Thousand persons,Males,Active population,248.0,2008-01-01 +1803,Czech Republic,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),224.0,2008-01-01 +1804,Czech Republic,From 15 to 24 years,Thousand persons,Females,Active population,170.0,2008-01-01 +1805,Czech Republic,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),153.0,2008-01-01 +1806,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Active population,31.1,2008-01-01 +1807,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.1,2008-01-01 +1808,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Active population,35.9,2008-01-01 +1809,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.4,2008-01-01 +1810,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Active population,26.1,2008-01-01 +1811,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.5,2008-01-01 +1812,Czech Republic,From 25 to 54 years,Thousand persons,Total,Active population,4020.0,2008-01-01 +1813,Czech Republic,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3860.0,2008-01-01 +1814,Czech Republic,From 25 to 54 years,Thousand persons,Males,Active population,2224.0,2008-01-01 +1815,Czech Republic,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2162.0,2008-01-01 +1816,Czech Republic,From 25 to 54 years,Thousand persons,Females,Active population,1795.0,2008-01-01 +1817,Czech Republic,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1698.0,2008-01-01 +1818,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Active population,87.3,2008-01-01 +1819,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.8,2008-01-01 +1820,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Active population,94.8,2008-01-01 +1821,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),92.1,2008-01-01 +1822,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Active population,79.6,2008-01-01 +1823,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.2,2008-01-01 +1824,Czech Republic,From 55 to 64 years,Thousand persons,Total,Active population,725.0,2008-01-01 +1825,Czech Republic,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),697.0,2008-01-01 +1826,Czech Republic,From 55 to 64 years,Thousand persons,Males,Active population,450.0,2008-01-01 +1827,Czech Republic,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),434.0,2008-01-01 +1828,Czech Republic,From 55 to 64 years,Thousand persons,Females,Active population,275.0,2008-01-01 +1829,Czech Republic,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),262.0,2008-01-01 +1830,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Active population,49.5,2008-01-01 +1831,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.6,2008-01-01 +1832,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Active population,64.2,2008-01-01 +1833,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),61.9,2008-01-01 +1834,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Active population,36.1,2008-01-01 +1835,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.4,2008-01-01 +1836,Denmark,From 15 to 24 years,Thousand persons,Total,Active population,458.0,2008-01-01 +1837,Denmark,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),421.0,2008-01-01 +1838,Denmark,From 15 to 24 years,Thousand persons,Males,Active population,236.0,2008-01-01 +1839,Denmark,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),218.0,2008-01-01 +1840,Denmark,From 15 to 24 years,Thousand persons,Females,Active population,222.0,2008-01-01 +1841,Denmark,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),203.0,2008-01-01 +1842,Denmark,From 15 to 24 years,Percentage of total population,Total,Active population,72.2,2008-01-01 +1843,Denmark,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),66.4,2008-01-01 +1844,Denmark,From 15 to 24 years,Percentage of total population,Males,Active population,72.8,2008-01-01 +1845,Denmark,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),67.4,2008-01-01 +1846,Denmark,From 15 to 24 years,Percentage of total population,Females,Active population,71.5,2008-01-01 +1847,Denmark,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),65.3,2008-01-01 +1848,Denmark,From 25 to 54 years,Thousand persons,Total,Active population,2012.0,2008-01-01 +1849,Denmark,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1959.0,2008-01-01 +1850,Denmark,From 25 to 54 years,Thousand persons,Males,Active population,1054.0,2008-01-01 +1851,Denmark,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1028.0,2008-01-01 +1852,Denmark,From 25 to 54 years,Thousand persons,Females,Active population,958.0,2008-01-01 +1853,Denmark,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),931.0,2008-01-01 +1854,Denmark,From 25 to 54 years,Percentage of total population,Total,Active population,89.9,2008-01-01 +1855,Denmark,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),87.5,2008-01-01 +1856,Denmark,From 25 to 54 years,Percentage of total population,Males,Active population,93.3,2008-01-01 +1857,Denmark,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.9,2008-01-01 +1858,Denmark,From 25 to 54 years,Percentage of total population,Females,Active population,86.4,2008-01-01 +1859,Denmark,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),84.0,2008-01-01 +1860,Denmark,From 55 to 64 years,Thousand persons,Total,Active population,438.0,2008-01-01 +1861,Denmark,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),427.0,2008-01-01 +1862,Denmark,From 55 to 64 years,Thousand persons,Males,Active population,244.0,2008-01-01 +1863,Denmark,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),238.0,2008-01-01 +1864,Denmark,From 55 to 64 years,Thousand persons,Females,Active population,194.0,2008-01-01 +1865,Denmark,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),188.0,2008-01-01 +1866,Denmark,From 55 to 64 years,Percentage of total population,Total,Active population,59.9,2008-01-01 +1867,Denmark,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),58.4,2008-01-01 +1868,Denmark,From 55 to 64 years,Percentage of total population,Males,Active population,66.9,2008-01-01 +1869,Denmark,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),65.2,2008-01-01 +1870,Denmark,From 55 to 64 years,Percentage of total population,Females,Active population,53.0,2008-01-01 +1871,Denmark,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),51.5,2008-01-01 +1872,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Active population,4898.0,2008-01-01 +1873,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),4381.0,2008-01-01 +1874,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Active population,2635.0,2008-01-01 +1875,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2344.0,2008-01-01 +1876,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Active population,2263.0,2008-01-01 +1877,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),2037.0,2008-01-01 +1878,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Active population,52.2,2008-01-01 +1879,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.6,2008-01-01 +1880,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Active population,54.7,2008-01-01 +1881,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.7,2008-01-01 +1882,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Active population,49.5,2008-01-01 +1883,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.5,2008-01-01 +1884,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Active population,30429.0,2008-01-01 +1885,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),28299.0,2008-01-01 +1886,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Active population,16467.0,2008-01-01 +1887,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),15337.0,2008-01-01 +1888,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Active population,13962.0,2008-01-01 +1889,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),12963.0,2008-01-01 +1890,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Active population,87.0,2008-01-01 +1891,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.9,2008-01-01 +1892,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Active population,93.5,2008-01-01 +1893,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.1,2008-01-01 +1894,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Active population,80.5,2008-01-01 +1895,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.7,2008-01-01 +1896,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Active population,5705.0,2008-01-01 +1897,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),5222.0,2008-01-01 +1898,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Active population,3212.0,2008-01-01 +1899,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2951.0,2008-01-01 +1900,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Active population,2494.0,2008-01-01 +1901,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),2271.0,2008-01-01 +1902,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Active population,58.7,2008-01-01 +1903,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.7,2008-01-01 +1904,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Active population,67.2,2008-01-01 +1905,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),61.7,2008-01-01 +1906,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Active population,50.5,2008-01-01 +1907,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),46.0,2008-01-01 +1908,Estonia,From 15 to 24 years,Thousand persons,Total,Active population,78.0,2008-01-01 +1909,Estonia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),69.0,2008-01-01 +1910,Estonia,From 15 to 24 years,Thousand persons,Males,Active population,43.0,2008-01-01 +1911,Estonia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),38.0,2008-01-01 +1912,Estonia,From 15 to 24 years,Thousand persons,Females,Active population,35.0,2008-01-01 +1913,Estonia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),31.0,2008-01-01 +1914,Estonia,From 15 to 24 years,Percentage of total population,Total,Active population,40.8,2008-01-01 +1915,Estonia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),35.9,2008-01-01 +1916,Estonia,From 15 to 24 years,Percentage of total population,Males,Active population,44.5,2008-01-01 +1917,Estonia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),38.9,2008-01-01 +1918,Estonia,From 15 to 24 years,Percentage of total population,Females,Active population,37.1,2008-01-01 +1919,Estonia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.9,2008-01-01 +1920,Estonia,From 25 to 54 years,Thousand persons,Total,Active population,492.0,2008-01-01 +1921,Estonia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),468.0,2008-01-01 +1922,Estonia,From 25 to 54 years,Thousand persons,Males,Active population,255.0,2008-01-01 +1923,Estonia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),242.0,2008-01-01 +1924,Estonia,From 25 to 54 years,Thousand persons,Females,Active population,237.0,2008-01-01 +1925,Estonia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),226.0,2008-01-01 +1926,Estonia,From 25 to 54 years,Percentage of total population,Total,Active population,88.2,2008-01-01 +1927,Estonia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.9,2008-01-01 +1928,Estonia,From 25 to 54 years,Percentage of total population,Males,Active population,92.8,2008-01-01 +1929,Estonia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.2,2008-01-01 +1930,Estonia,From 25 to 54 years,Percentage of total population,Females,Active population,83.7,2008-01-01 +1931,Estonia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.7,2008-01-01 +1932,Estonia,From 55 to 64 years,Thousand persons,Total,Active population,99.0,2008-01-01 +1933,Estonia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),95.0,2008-01-01 +1934,Estonia,From 55 to 64 years,Thousand persons,Males,Active population,46.0,2008-01-01 +1935,Estonia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),43.0,2008-01-01 +1936,Estonia,From 55 to 64 years,Thousand persons,Females,Active population,54.0,2008-01-01 +1937,Estonia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),52.0,2008-01-01 +1938,Estonia,From 55 to 64 years,Percentage of total population,Total,Active population,65.0,2008-01-01 +1939,Estonia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),62.3,2008-01-01 +1940,Estonia,From 55 to 64 years,Percentage of total population,Males,Active population,68.3,2008-01-01 +1941,Estonia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),64.7,2008-01-01 +1942,Estonia,From 55 to 64 years,Percentage of total population,Females,Active population,62.4,2008-01-01 +1943,Estonia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),60.5,2008-01-01 +1944,Ireland,From 15 to 24 years,Thousand persons,Total,Active population,354.0,2008-01-01 +1945,Ireland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),307.0,2008-01-01 +1946,Ireland,From 15 to 24 years,Thousand persons,Males,Active population,186.0,2008-01-01 +1947,Ireland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),156.0,2008-01-01 +1948,Ireland,From 15 to 24 years,Thousand persons,Females,Active population,167.0,2008-01-01 +1949,Ireland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),150.0,2008-01-01 +1950,Ireland,From 15 to 24 years,Percentage of total population,Total,Active population,53.3,2008-01-01 +1951,Ireland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.2,2008-01-01 +1952,Ireland,From 15 to 24 years,Percentage of total population,Males,Active population,55.9,2008-01-01 +1953,Ireland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.0,2008-01-01 +1954,Ireland,From 15 to 24 years,Percentage of total population,Females,Active population,50.6,2008-01-01 +1955,Ireland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.4,2008-01-01 +1956,Ireland,From 25 to 54 years,Thousand persons,Total,Active population,1630.0,2008-01-01 +1957,Ireland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1540.0,2008-01-01 +1958,Ireland,From 25 to 54 years,Thousand persons,Males,Active population,917.0,2008-01-01 +1959,Ireland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),856.0,2008-01-01 +1960,Ireland,From 25 to 54 years,Thousand persons,Females,Active population,713.0,2008-01-01 +1961,Ireland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),684.0,2008-01-01 +1962,Ireland,From 25 to 54 years,Percentage of total population,Total,Active population,81.9,2008-01-01 +1963,Ireland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.3,2008-01-01 +1964,Ireland,From 25 to 54 years,Percentage of total population,Males,Active population,91.6,2008-01-01 +1965,Ireland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.5,2008-01-01 +1966,Ireland,From 25 to 54 years,Percentage of total population,Females,Active population,72.0,2008-01-01 +1967,Ireland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),69.1,2008-01-01 +1968,Ireland,From 55 to 64 years,Thousand persons,Total,Active population,243.0,2008-01-01 +1969,Ireland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),235.0,2008-01-01 +1970,Ireland,From 55 to 64 years,Thousand persons,Males,Active population,152.0,2008-01-01 +1971,Ireland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),146.0,2008-01-01 +1972,Ireland,From 55 to 64 years,Thousand persons,Females,Active population,91.0,2008-01-01 +1973,Ireland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),89.0,2008-01-01 +1974,Ireland,From 55 to 64 years,Percentage of total population,Total,Active population,55.8,2008-01-01 +1975,Ireland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.9,2008-01-01 +1976,Ireland,From 55 to 64 years,Percentage of total population,Males,Active population,69.1,2008-01-01 +1977,Ireland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),66.4,2008-01-01 +1978,Ireland,From 55 to 64 years,Percentage of total population,Females,Active population,42.3,2008-01-01 +1979,Ireland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.2,2008-01-01 +1980,Greece,From 15 to 24 years,Thousand persons,Total,Active population,374.0,2008-01-01 +1981,Greece,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),292.0,2008-01-01 +1982,Greece,From 15 to 24 years,Thousand persons,Males,Active population,212.0,2008-01-01 +1983,Greece,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),176.0,2008-01-01 +1984,Greece,From 15 to 24 years,Thousand persons,Females,Active population,163.0,2008-01-01 +1985,Greece,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),117.0,2008-01-01 +1986,Greece,From 15 to 24 years,Percentage of total population,Total,Active population,30.1,2008-01-01 +1987,Greece,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),23.5,2008-01-01 +1988,Greece,From 15 to 24 years,Percentage of total population,Males,Active population,34.0,2008-01-01 +1989,Greece,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),28.3,2008-01-01 +1990,Greece,From 15 to 24 years,Percentage of total population,Females,Active population,26.1,2008-01-01 +1991,Greece,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.7,2008-01-01 +1992,Greece,From 25 to 54 years,Thousand persons,Total,Active population,3969.0,2008-01-01 +1993,Greece,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3682.0,2008-01-01 +1994,Greece,From 25 to 54 years,Thousand persons,Males,Active population,2281.0,2008-01-01 +1995,Greece,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2178.0,2008-01-01 +1996,Greece,From 25 to 54 years,Thousand persons,Females,Active population,1688.0,2008-01-01 +1997,Greece,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1504.0,2008-01-01 +1998,Greece,From 25 to 54 years,Percentage of total population,Total,Active population,81.9,2008-01-01 +1999,Greece,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.0,2008-01-01 +2000,Greece,From 25 to 54 years,Percentage of total population,Males,Active population,94.4,2008-01-01 +2001,Greece,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.1,2008-01-01 +2002,Greece,From 25 to 54 years,Percentage of total population,Females,Active population,69.5,2008-01-01 +2003,Greece,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),62.0,2008-01-01 +2004,Greece,From 55 to 64 years,Thousand persons,Total,Active population,567.0,2008-01-01 +2005,Greece,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),548.0,2008-01-01 +2006,Greece,From 55 to 64 years,Thousand persons,Males,Active population,379.0,2008-01-01 +2007,Greece,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),368.0,2008-01-01 +2008,Greece,From 55 to 64 years,Thousand persons,Females,Active population,188.0,2008-01-01 +2009,Greece,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),180.0,2008-01-01 +2010,Greece,From 55 to 64 years,Percentage of total population,Total,Active population,44.4,2008-01-01 +2011,Greece,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),43.0,2008-01-01 +2012,Greece,From 55 to 64 years,Percentage of total population,Males,Active population,61.0,2008-01-01 +2013,Greece,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.2,2008-01-01 +2014,Greece,From 55 to 64 years,Percentage of total population,Females,Active population,28.7,2008-01-01 +2015,Greece,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.5,2008-01-01 +2016,Spain,From 15 to 24 years,Thousand persons,Total,Active population,2431.0,2008-01-01 +2017,Spain,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1837.0,2008-01-01 +2018,Spain,From 15 to 24 years,Thousand persons,Males,Active population,1343.0,2008-01-01 +2019,Spain,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1026.0,2008-01-01 +2020,Spain,From 15 to 24 years,Thousand persons,Females,Active population,1089.0,2008-01-01 +2021,Spain,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),811.0,2008-01-01 +2022,Spain,From 15 to 24 years,Percentage of total population,Total,Active population,47.7,2008-01-01 +2023,Spain,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),36.0,2008-01-01 +2024,Spain,From 15 to 24 years,Percentage of total population,Males,Active population,51.5,2008-01-01 +2025,Spain,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),39.3,2008-01-01 +2026,Spain,From 15 to 24 years,Percentage of total population,Females,Active population,43.7,2008-01-01 +2027,Spain,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.6,2008-01-01 +2028,Spain,From 25 to 54 years,Thousand persons,Total,Active population,18071.0,2008-01-01 +2029,Spain,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),16250.0,2008-01-01 +2030,Spain,From 25 to 54 years,Thousand persons,Males,Active population,10138.0,2008-01-01 +2031,Spain,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),9236.0,2008-01-01 +2032,Spain,From 25 to 54 years,Thousand persons,Females,Active population,7933.0,2008-01-01 +2033,Spain,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),7015.0,2008-01-01 +2034,Spain,From 25 to 54 years,Percentage of total population,Total,Active population,84.0,2008-01-01 +2035,Spain,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.6,2008-01-01 +2036,Spain,From 25 to 54 years,Percentage of total population,Males,Active population,92.4,2008-01-01 +2037,Spain,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.2,2008-01-01 +2038,Spain,From 25 to 54 years,Percentage of total population,Females,Active population,75.3,2008-01-01 +2039,Spain,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.5,2008-01-01 +2040,Spain,From 55 to 64 years,Thousand persons,Total,Active population,2406.0,2008-01-01 +2041,Spain,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2229.0,2008-01-01 +2042,Spain,From 55 to 64 years,Thousand persons,Males,Active population,1546.0,2008-01-01 +2043,Spain,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1446.0,2008-01-01 +2044,Spain,From 55 to 64 years,Thousand persons,Females,Active population,860.0,2008-01-01 +2045,Spain,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),783.0,2008-01-01 +2046,Spain,From 55 to 64 years,Percentage of total population,Total,Active population,49.1,2008-01-01 +2047,Spain,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.5,2008-01-01 +2048,Spain,From 55 to 64 years,Percentage of total population,Males,Active population,64.7,2008-01-01 +2049,Spain,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),60.5,2008-01-01 +2050,Spain,From 55 to 64 years,Percentage of total population,Females,Active population,34.2,2008-01-01 +2051,Spain,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.2,2008-01-01 +2052,,,,,,, +2053,,,,,,, +2054,,,,,,, +2055,,,,,,, +2056,,,,,,, +2057,,,,,,, +2058,,,,,,, +2059,,,,,,, +2060,,,,,,, +2061,,,,,,, +2062,,,,,,, +2063,,,,,,, +2064,,,,,,, +2065,,,,,,, +2066,,,,,,, +2067,,,,,,, +2068,,,,,,, +2069,,,,,,, +2070,,,,,,, +2071,,,,,,, +2072,,,,,,, +2073,,,,,,, +2074,,,,,,, +2075,,,,,,, +2076,,,,,,, +2077,,,,,,, +2078,,,,,,, +2079,,,,,,, +2080,,,,,,, +2081,,,,,,, +2082,,,,,,, +2083,,,,,,, +2084,,,,,,, +2085,,,,,,, +2086,,,,,,, +2087,,,,,,, +2088,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Active population,2879.0,2008-01-01 +2089,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),2351.0,2008-01-01 +2090,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Active population,1585.0,2008-01-01 +2091,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1291.0,2008-01-01 +2092,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Active population,1294.0,2008-01-01 +2093,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1060.0,2008-01-01 +2094,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Active population,38.5,2008-01-01 +2095,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.4,2008-01-01 +2096,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Active population,42.2,2008-01-01 +2097,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),34.4,2008-01-01 +2098,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Active population,34.7,2008-01-01 +2099,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.5,2008-01-01 +2100,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Active population,21893.0,2008-01-01 +2101,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20574.0,2008-01-01 +2102,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Active population,11468.0,2008-01-01 +2103,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10843.0,2008-01-01 +2104,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Active population,10426.0,2008-01-01 +2105,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9731.0,2008-01-01 +2106,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Active population,88.5,2008-01-01 +2107,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.2,2008-01-01 +2108,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Active population,94.4,2008-01-01 +2109,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.3,2008-01-01 +2110,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Active population,82.8,2008-01-01 +2111,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),77.3,2008-01-01 +2112,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Active population,2987.0,2008-01-01 +2113,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2868.0,2008-01-01 +2114,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Active population,1544.0,2008-01-01 +2115,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1478.0,2008-01-01 +2116,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Active population,1443.0,2008-01-01 +2117,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1389.0,2008-01-01 +2118,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Active population,39.8,2008-01-01 +2119,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.2,2008-01-01 +2120,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Active population,42.4,2008-01-01 +2121,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.6,2008-01-01 +2122,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Active population,37.3,2008-01-01 +2123,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.9,2008-01-01 +2124,Croatia,From 15 to 24 years,Thousand persons,Total,Active population,193.0,2008-01-01 +2125,Croatia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),147.0,2008-01-01 +2126,Croatia,From 15 to 24 years,Thousand persons,Males,Active population,116.0,2008-01-01 +2127,Croatia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),92.0,2008-01-01 +2128,Croatia,From 15 to 24 years,Thousand persons,Females,Active population,77.0,2008-01-01 +2129,Croatia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),55.0,2008-01-01 +2130,Croatia,From 15 to 24 years,Percentage of total population,Total,Active population,36.6,2008-01-01 +2131,Croatia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.0,2008-01-01 +2132,Croatia,From 15 to 24 years,Percentage of total population,Males,Active population,43.1,2008-01-01 +2133,Croatia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),34.2,2008-01-01 +2134,Croatia,From 15 to 24 years,Percentage of total population,Females,Active population,29.9,2008-01-01 +2135,Croatia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.4,2008-01-01 +2136,Croatia,From 25 to 54 years,Thousand persons,Total,Active population,1489.0,2008-01-01 +2137,Croatia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1381.0,2008-01-01 +2138,Croatia,From 25 to 54 years,Thousand persons,Males,Active population,793.0,2008-01-01 +2139,Croatia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),751.0,2008-01-01 +2140,Croatia,From 25 to 54 years,Thousand persons,Females,Active population,696.0,2008-01-01 +2141,Croatia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),630.0,2008-01-01 +2142,Croatia,From 25 to 54 years,Percentage of total population,Total,Active population,81.9,2008-01-01 +2143,Croatia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.0,2008-01-01 +2144,Croatia,From 25 to 54 years,Percentage of total population,Males,Active population,86.9,2008-01-01 +2145,Croatia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.2,2008-01-01 +2146,Croatia,From 25 to 54 years,Percentage of total population,Females,Active population,76.9,2008-01-01 +2147,Croatia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),69.7,2008-01-01 +2148,Croatia,From 55 to 64 years,Thousand persons,Total,Active population,208.0,2008-01-01 +2149,Croatia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),197.0,2008-01-01 +2150,Croatia,From 55 to 64 years,Thousand persons,Males,Active population,132.0,2008-01-01 +2151,Croatia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),123.0,2008-01-01 +2152,Croatia,From 55 to 64 years,Thousand persons,Females,Active population,76.0,2008-01-01 +2153,Croatia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),73.0,2008-01-01 +2154,Croatia,From 55 to 64 years,Percentage of total population,Total,Active population,39.3,2008-01-01 +2155,Croatia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.1,2008-01-01 +2156,Croatia,From 55 to 64 years,Percentage of total population,Males,Active population,52.1,2008-01-01 +2157,Croatia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.9,2008-01-01 +2158,Croatia,From 55 to 64 years,Percentage of total population,Females,Active population,27.6,2008-01-01 +2159,Croatia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.4,2008-01-01 +2160,Italy,From 15 to 24 years,Thousand persons,Total,Active population,1832.0,2008-01-01 +2161,Italy,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1443.0,2008-01-01 +2162,Italy,From 15 to 24 years,Thousand persons,Males,Active population,1088.0,2008-01-01 +2163,Italy,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),883.0,2008-01-01 +2164,Italy,From 15 to 24 years,Thousand persons,Females,Active population,744.0,2008-01-01 +2165,Italy,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),560.0,2008-01-01 +2166,Italy,From 15 to 24 years,Percentage of total population,Total,Active population,30.7,2008-01-01 +2167,Italy,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.2,2008-01-01 +2168,Italy,From 15 to 24 years,Percentage of total population,Males,Active population,35.7,2008-01-01 +2169,Italy,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.0,2008-01-01 +2170,Italy,From 15 to 24 years,Percentage of total population,Females,Active population,25.5,2008-01-01 +2171,Italy,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.2,2008-01-01 +2172,Italy,From 25 to 54 years,Thousand persons,Total,Active population,19991.0,2008-01-01 +2173,Italy,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),18800.0,2008-01-01 +2174,Italy,From 25 to 54 years,Thousand persons,Males,Active population,11596.0,2008-01-01 +2175,Italy,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),11054.0,2008-01-01 +2176,Italy,From 25 to 54 years,Thousand persons,Females,Active population,8395.0,2008-01-01 +2177,Italy,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),7746.0,2008-01-01 +2178,Italy,From 25 to 54 years,Percentage of total population,Total,Active population,78.1,2008-01-01 +2179,Italy,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),73.4,2008-01-01 +2180,Italy,From 25 to 54 years,Percentage of total population,Males,Active population,91.0,2008-01-01 +2181,Italy,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.8,2008-01-01 +2182,Italy,From 25 to 54 years,Percentage of total population,Females,Active population,65.3,2008-01-01 +2183,Italy,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),60.2,2008-01-01 +2184,Italy,From 55 to 64 years,Thousand persons,Total,Active population,2534.0,2008-01-01 +2185,Italy,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2455.0,2008-01-01 +2186,Italy,From 55 to 64 years,Thousand persons,Males,Active population,1629.0,2008-01-01 +2187,Italy,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1576.0,2008-01-01 +2188,Italy,From 55 to 64 years,Thousand persons,Females,Active population,905.0,2008-01-01 +2189,Italy,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),879.0,2008-01-01 +2190,Italy,From 55 to 64 years,Percentage of total population,Total,Active population,35.4,2008-01-01 +2191,Italy,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.3,2008-01-01 +2192,Italy,From 55 to 64 years,Percentage of total population,Males,Active population,46.8,2008-01-01 +2193,Italy,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.3,2008-01-01 +2194,Italy,From 55 to 64 years,Percentage of total population,Females,Active population,24.6,2008-01-01 +2195,Italy,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.9,2008-01-01 +2196,Cyprus,From 15 to 24 years,Thousand persons,Total,Active population,39.0,2008-01-01 +2197,Cyprus,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),35.0,2008-01-01 +2198,Cyprus,From 15 to 24 years,Thousand persons,Males,Active population,19.0,2008-01-01 +2199,Cyprus,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),17.0,2008-01-01 +2200,Cyprus,From 15 to 24 years,Thousand persons,Females,Active population,20.0,2008-01-01 +2201,Cyprus,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),18.0,2008-01-01 +2202,Cyprus,From 15 to 24 years,Percentage of total population,Total,Active population,41.7,2008-01-01 +2203,Cyprus,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.0,2008-01-01 +2204,Cyprus,From 15 to 24 years,Percentage of total population,Males,Active population,43.1,2008-01-01 +2205,Cyprus,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),39.4,2008-01-01 +2206,Cyprus,From 15 to 24 years,Percentage of total population,Females,Active population,40.5,2008-01-01 +2207,Cyprus,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),36.7,2008-01-01 +2208,Cyprus,From 25 to 54 years,Thousand persons,Total,Active population,299.0,2008-01-01 +2209,Cyprus,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),289.0,2008-01-01 +2210,Cyprus,From 25 to 54 years,Thousand persons,Males,Active population,161.0,2008-01-01 +2211,Cyprus,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),156.0,2008-01-01 +2212,Cyprus,From 25 to 54 years,Thousand persons,Females,Active population,138.0,2008-01-01 +2213,Cyprus,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),133.0,2008-01-01 +2214,Cyprus,From 25 to 54 years,Percentage of total population,Total,Active population,86.5,2008-01-01 +2215,Cyprus,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.7,2008-01-01 +2216,Cyprus,From 25 to 54 years,Percentage of total population,Males,Active population,94.0,2008-01-01 +2217,Cyprus,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),91.4,2008-01-01 +2218,Cyprus,From 25 to 54 years,Percentage of total population,Females,Active population,79.1,2008-01-01 +2219,Cyprus,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.2,2008-01-01 +2220,Cyprus,From 55 to 64 years,Thousand persons,Total,Active population,48.0,2008-01-01 +2221,Cyprus,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),47.0,2008-01-01 +2222,Cyprus,From 55 to 64 years,Thousand persons,Males,Active population,30.0,2008-01-01 +2223,Cyprus,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),29.0,2008-01-01 +2224,Cyprus,From 55 to 64 years,Thousand persons,Females,Active population,18.0,2008-01-01 +2225,Cyprus,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),17.0,2008-01-01 +2226,Cyprus,From 55 to 64 years,Percentage of total population,Total,Active population,56.6,2008-01-01 +2227,Cyprus,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),54.8,2008-01-01 +2228,Cyprus,From 55 to 64 years,Percentage of total population,Males,Active population,73.0,2008-01-01 +2229,Cyprus,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),70.9,2008-01-01 +2230,Cyprus,From 55 to 64 years,Percentage of total population,Females,Active population,41.0,2008-01-01 +2231,Cyprus,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),39.4,2008-01-01 +2232,Latvia,From 15 to 24 years,Thousand persons,Total,Active population,143.0,2008-01-01 +2233,Latvia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),123.0,2008-01-01 +2234,Latvia,From 15 to 24 years,Thousand persons,Males,Active population,83.0,2008-01-01 +2235,Latvia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),71.0,2008-01-01 +2236,Latvia,From 15 to 24 years,Thousand persons,Females,Active population,60.0,2008-01-01 +2237,Latvia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),52.0,2008-01-01 +2238,Latvia,From 15 to 24 years,Percentage of total population,Total,Active population,42.8,2008-01-01 +2239,Latvia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.0,2008-01-01 +2240,Latvia,From 15 to 24 years,Percentage of total population,Males,Active population,49.0,2008-01-01 +2241,Latvia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),42.1,2008-01-01 +2242,Latvia,From 15 to 24 years,Percentage of total population,Females,Active population,36.5,2008-01-01 +2243,Latvia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.7,2008-01-01 +2244,Latvia,From 25 to 54 years,Thousand persons,Total,Active population,801.0,2008-01-01 +2245,Latvia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),742.0,2008-01-01 +2246,Latvia,From 25 to 54 years,Thousand persons,Males,Active population,403.0,2008-01-01 +2247,Latvia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),372.0,2008-01-01 +2248,Latvia,From 25 to 54 years,Thousand persons,Females,Active population,398.0,2008-01-01 +2249,Latvia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),371.0,2008-01-01 +2250,Latvia,From 25 to 54 years,Percentage of total population,Total,Active population,88.7,2008-01-01 +2251,Latvia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.2,2008-01-01 +2252,Latvia,From 25 to 54 years,Percentage of total population,Males,Active population,92.0,2008-01-01 +2253,Latvia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.9,2008-01-01 +2254,Latvia,From 25 to 54 years,Percentage of total population,Females,Active population,85.6,2008-01-01 +2255,Latvia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.6,2008-01-01 +2256,Latvia,From 55 to 64 years,Thousand persons,Total,Active population,153.0,2008-01-01 +2257,Latvia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),143.0,2008-01-01 +2258,Latvia,From 55 to 64 years,Thousand persons,Males,Active population,70.0,2008-01-01 +2259,Latvia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),65.0,2008-01-01 +2260,Latvia,From 55 to 64 years,Thousand persons,Females,Active population,83.0,2008-01-01 +2261,Latvia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),79.0,2008-01-01 +2262,Latvia,From 55 to 64 years,Percentage of total population,Total,Active population,63.0,2008-01-01 +2263,Latvia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),59.1,2008-01-01 +2264,Latvia,From 55 to 64 years,Percentage of total population,Males,Active population,68.2,2008-01-01 +2265,Latvia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),62.8,2008-01-01 +2266,Latvia,From 55 to 64 years,Percentage of total population,Females,Active population,59.2,2008-01-01 +2267,Latvia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),56.3,2008-01-01 +2268,Lithuania,From 15 to 24 years,Thousand persons,Total,Active population,144.0,2008-01-01 +2269,Lithuania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),125.0,2008-01-01 +2270,Lithuania,From 15 to 24 years,Thousand persons,Males,Active population,84.0,2008-01-01 +2271,Lithuania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),73.0,2008-01-01 +2272,Lithuania,From 15 to 24 years,Thousand persons,Females,Active population,60.0,2008-01-01 +2273,Lithuania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),51.0,2008-01-01 +2274,Lithuania,From 15 to 24 years,Percentage of total population,Total,Active population,30.0,2008-01-01 +2275,Lithuania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),26.0,2008-01-01 +2276,Lithuania,From 15 to 24 years,Percentage of total population,Males,Active population,34.6,2008-01-01 +2277,Lithuania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),30.1,2008-01-01 +2278,Lithuania,From 15 to 24 years,Percentage of total population,Females,Active population,25.3,2008-01-01 +2279,Lithuania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.8,2008-01-01 +2280,Lithuania,From 25 to 54 years,Thousand persons,Total,Active population,1151.0,2008-01-01 +2281,Lithuania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1091.0,2008-01-01 +2282,Lithuania,From 25 to 54 years,Thousand persons,Males,Active population,571.0,2008-01-01 +2283,Lithuania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),540.0,2008-01-01 +2284,Lithuania,From 25 to 54 years,Thousand persons,Females,Active population,580.0,2008-01-01 +2285,Lithuania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),551.0,2008-01-01 +2286,Lithuania,From 25 to 54 years,Percentage of total population,Total,Active population,85.4,2008-01-01 +2287,Lithuania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.9,2008-01-01 +2288,Lithuania,From 25 to 54 years,Percentage of total population,Males,Active population,87.3,2008-01-01 +2289,Lithuania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.6,2008-01-01 +2290,Lithuania,From 25 to 54 years,Percentage of total population,Females,Active population,83.6,2008-01-01 +2291,Lithuania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.4,2008-01-01 +2292,Lithuania,From 55 to 64 years,Thousand persons,Total,Active population,189.0,2008-01-01 +2293,Lithuania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),181.0,2008-01-01 +2294,Lithuania,From 55 to 64 years,Thousand persons,Males,Active population,93.0,2008-01-01 +2295,Lithuania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),89.0,2008-01-01 +2296,Lithuania,From 55 to 64 years,Thousand persons,Females,Active population,96.0,2008-01-01 +2297,Lithuania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),92.0,2008-01-01 +2298,Lithuania,From 55 to 64 years,Percentage of total population,Total,Active population,55.4,2008-01-01 +2299,Lithuania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.0,2008-01-01 +2300,Lithuania,From 55 to 64 years,Percentage of total population,Males,Active population,62.9,2008-01-01 +2301,Lithuania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),60.2,2008-01-01 +2302,Lithuania,From 55 to 64 years,Percentage of total population,Females,Active population,49.7,2008-01-01 +2303,Lithuania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),47.4,2008-01-01 +2304,Luxembourg,From 15 to 24 years,Thousand persons,Total,Active population,16.0,2008-01-01 +2305,Luxembourg,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),13.0,2008-01-01 +2306,Luxembourg,From 15 to 24 years,Thousand persons,Males,Active population,8.0,2008-01-01 +2307,Luxembourg,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),7.0,2008-01-01 +2308,Luxembourg,From 15 to 24 years,Thousand persons,Females,Active population,7.0,2008-01-01 +2309,Luxembourg,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),6.0,2008-01-01 +2310,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Active population,29.0,2008-01-01 +2311,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),23.8,2008-01-01 +2312,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Active population,30.9,2008-01-01 +2313,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),27.0,2008-01-01 +2314,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Active population,27.1,2008-01-01 +2315,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.6,2008-01-01 +2316,Luxembourg,From 25 to 54 years,Thousand persons,Total,Active population,180.0,2008-01-01 +2317,Luxembourg,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),172.0,2008-01-01 +2318,Luxembourg,From 25 to 54 years,Thousand persons,Males,Active population,102.0,2008-01-01 +2319,Luxembourg,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),98.0,2008-01-01 +2320,Luxembourg,From 25 to 54 years,Thousand persons,Females,Active population,78.0,2008-01-01 +2321,Luxembourg,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),74.0,2008-01-01 +2322,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Active population,83.4,2008-01-01 +2323,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.0,2008-01-01 +2324,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Active population,93.7,2008-01-01 +2325,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.2,2008-01-01 +2326,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Active population,72.9,2008-01-01 +2327,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),69.5,2008-01-01 +2328,Luxembourg,From 55 to 64 years,Thousand persons,Total,Active population,17.0,2008-01-01 +2329,Luxembourg,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),17.0,2008-01-01 +2330,Luxembourg,From 55 to 64 years,Thousand persons,Males,Active population,10.0,2008-01-01 +2331,Luxembourg,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),10.0,2008-01-01 +2332,Luxembourg,From 55 to 64 years,Thousand persons,Females,Active population,7.0,2008-01-01 +2333,Luxembourg,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),7.0,2008-01-01 +2334,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Active population,35.1,2008-01-01 +2335,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.1,2008-01-01 +2336,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Active population,39.7,2008-01-01 +2337,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),38.7,2008-01-01 +2338,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Active population,30.3,2008-01-01 +2339,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.3,2008-01-01 +2340,Hungary,From 15 to 24 years,Thousand persons,Total,Active population,308.0,2008-01-01 +2341,Hungary,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),248.0,2008-01-01 +2342,Hungary,From 15 to 24 years,Thousand persons,Males,Active population,178.0,2008-01-01 +2343,Hungary,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),144.0,2008-01-01 +2344,Hungary,From 15 to 24 years,Thousand persons,Females,Active population,129.0,2008-01-01 +2345,Hungary,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),103.0,2008-01-01 +2346,Hungary,From 15 to 24 years,Percentage of total population,Total,Active population,25.1,2008-01-01 +2347,Hungary,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),20.2,2008-01-01 +2348,Hungary,From 15 to 24 years,Percentage of total population,Males,Active population,28.7,2008-01-01 +2349,Hungary,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),23.3,2008-01-01 +2350,Hungary,From 15 to 24 years,Percentage of total population,Females,Active population,21.4,2008-01-01 +2351,Hungary,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.1,2008-01-01 +2352,Hungary,From 25 to 54 years,Thousand persons,Total,Active population,3415.0,2008-01-01 +2353,Hungary,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3171.0,2008-01-01 +2354,Hungary,From 25 to 54 years,Thousand persons,Males,Active population,1839.0,2008-01-01 +2355,Hungary,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1711.0,2008-01-01 +2356,Hungary,From 25 to 54 years,Thousand persons,Females,Active population,1576.0,2008-01-01 +2357,Hungary,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1460.0,2008-01-01 +2358,Hungary,From 25 to 54 years,Percentage of total population,Total,Active population,80.3,2008-01-01 +2359,Hungary,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.5,2008-01-01 +2360,Hungary,From 25 to 54 years,Percentage of total population,Males,Active population,87.3,2008-01-01 +2361,Hungary,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.3,2008-01-01 +2362,Hungary,From 25 to 54 years,Percentage of total population,Females,Active population,73.4,2008-01-01 +2363,Hungary,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),67.9,2008-01-01 +2364,Hungary,From 55 to 64 years,Thousand persons,Total,Active population,421.0,2008-01-01 +2365,Hungary,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),400.0,2008-01-01 +2366,Hungary,From 55 to 64 years,Thousand persons,Males,Active population,232.0,2008-01-01 +2367,Hungary,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),220.0,2008-01-01 +2368,Hungary,From 55 to 64 years,Thousand persons,Females,Active population,189.0,2008-01-01 +2369,Hungary,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),180.0,2008-01-01 +2370,Hungary,From 55 to 64 years,Percentage of total population,Total,Active population,32.6,2008-01-01 +2371,Hungary,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.9,2008-01-01 +2372,Hungary,From 55 to 64 years,Percentage of total population,Males,Active population,39.8,2008-01-01 +2373,Hungary,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),37.7,2008-01-01 +2374,Hungary,From 55 to 64 years,Percentage of total population,Females,Active population,26.6,2008-01-01 +2375,Hungary,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.3,2008-01-01 +2376,Malta,From 15 to 24 years,Thousand persons,Total,Active population,30.0,2008-01-01 +2377,Malta,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),26.0,2008-01-01 +2378,Malta,From 15 to 24 years,Thousand persons,Males,Active population,16.0,2008-01-01 +2379,Malta,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),14.0,2008-01-01 +2380,Malta,From 15 to 24 years,Thousand persons,Females,Active population,14.0,2008-01-01 +2381,Malta,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),12.0,2008-01-01 +2382,Malta,From 15 to 24 years,Percentage of total population,Total,Active population,52.7,2008-01-01 +2383,Malta,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.6,2008-01-01 +2384,Malta,From 15 to 24 years,Percentage of total population,Males,Active population,55.3,2008-01-01 +2385,Malta,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.0,2008-01-01 +2386,Malta,From 15 to 24 years,Percentage of total population,Females,Active population,50.0,2008-01-01 +2387,Malta,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.0,2008-01-01 +2388,Malta,From 25 to 54 years,Thousand persons,Total,Active population,120.0,2008-01-01 +2389,Malta,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),114.0,2008-01-01 +2390,Malta,From 25 to 54 years,Thousand persons,Males,Active population,81.0,2008-01-01 +2391,Malta,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),77.0,2008-01-01 +2392,Malta,From 25 to 54 years,Thousand persons,Females,Active population,39.0,2008-01-01 +2393,Malta,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),37.0,2008-01-01 +2394,Malta,From 25 to 54 years,Percentage of total population,Total,Active population,70.7,2008-01-01 +2395,Malta,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),67.2,2008-01-01 +2396,Malta,From 25 to 54 years,Percentage of total population,Males,Active population,93.8,2008-01-01 +2397,Malta,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.5,2008-01-01 +2398,Malta,From 25 to 54 years,Percentage of total population,Females,Active population,46.7,2008-01-01 +2399,Malta,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.1,2008-01-01 +2400,Malta,From 55 to 64 years,Thousand persons,Total,Active population,18.0,2008-01-01 +2401,Malta,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),18.0,2008-01-01 +2402,Malta,From 55 to 64 years,Thousand persons,Males,Active population,14.0,2008-01-01 +2403,Malta,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),14.0,2008-01-01 +2404,Malta,From 55 to 64 years,Thousand persons,Females,Active population,4.0,2008-01-01 +2405,Malta,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),4.0,2008-01-01 +2406,Malta,From 55 to 64 years,Percentage of total population,Total,Active population,31.4,2008-01-01 +2407,Malta,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.1,2008-01-01 +2408,Malta,From 55 to 64 years,Percentage of total population,Males,Active population,49.5,2008-01-01 +2409,Malta,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.9,2008-01-01 +2410,Malta,From 55 to 64 years,Percentage of total population,Females,Active population,13.6,2008-01-01 +2411,Malta,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),12.7,2008-01-01 +2412,Netherlands,From 15 to 24 years,Thousand persons,Total,Active population,1444.0,2008-01-01 +2413,Netherlands,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1368.0,2008-01-01 +2414,Netherlands,From 15 to 24 years,Thousand persons,Males,Active population,738.0,2008-01-01 +2415,Netherlands,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),699.0,2008-01-01 +2416,Netherlands,From 15 to 24 years,Thousand persons,Females,Active population,706.0,2008-01-01 +2417,Netherlands,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),669.0,2008-01-01 +2418,Netherlands,From 15 to 24 years,Percentage of total population,Total,Active population,73.2,2008-01-01 +2419,Netherlands,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),69.3,2008-01-01 +2420,Netherlands,From 15 to 24 years,Percentage of total population,Males,Active population,73.7,2008-01-01 +2421,Netherlands,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),69.8,2008-01-01 +2422,Netherlands,From 15 to 24 years,Percentage of total population,Females,Active population,72.6,2008-01-01 +2423,Netherlands,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),68.8,2008-01-01 +2424,Netherlands,From 25 to 54 years,Thousand persons,Total,Active population,6117.0,2008-01-01 +2425,Netherlands,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),5993.0,2008-01-01 +2426,Netherlands,From 25 to 54 years,Thousand persons,Males,Active population,3275.0,2008-01-01 +2427,Netherlands,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3221.0,2008-01-01 +2428,Netherlands,From 25 to 54 years,Thousand persons,Females,Active population,2842.0,2008-01-01 +2429,Netherlands,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2772.0,2008-01-01 +2430,Netherlands,From 25 to 54 years,Percentage of total population,Total,Active population,88.5,2008-01-01 +2431,Netherlands,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),86.8,2008-01-01 +2432,Netherlands,From 25 to 54 years,Percentage of total population,Males,Active population,94.5,2008-01-01 +2433,Netherlands,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),93.0,2008-01-01 +2434,Netherlands,From 25 to 54 years,Percentage of total population,Females,Active population,82.5,2008-01-01 +2435,Netherlands,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.5,2008-01-01 +2436,Netherlands,From 55 to 64 years,Thousand persons,Total,Active population,1143.0,2008-01-01 +2437,Netherlands,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1107.0,2008-01-01 +2438,Netherlands,From 55 to 64 years,Thousand persons,Males,Active population,691.0,2008-01-01 +2439,Netherlands,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),668.0,2008-01-01 +2440,Netherlands,From 55 to 64 years,Thousand persons,Females,Active population,452.0,2008-01-01 +2441,Netherlands,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),439.0,2008-01-01 +2442,Netherlands,From 55 to 64 years,Percentage of total population,Total,Active population,54.7,2008-01-01 +2443,Netherlands,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.0,2008-01-01 +2444,Netherlands,From 55 to 64 years,Percentage of total population,Males,Active population,65.9,2008-01-01 +2445,Netherlands,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),63.7,2008-01-01 +2446,Netherlands,From 55 to 64 years,Percentage of total population,Females,Active population,43.5,2008-01-01 +2447,Netherlands,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.2,2008-01-01 +2448,Austria,From 15 to 24 years,Thousand persons,Total,Active population,588.0,2008-01-01 +2449,Austria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),538.0,2008-01-01 +2450,Austria,From 15 to 24 years,Thousand persons,Males,Active population,310.0,2008-01-01 +2451,Austria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),284.0,2008-01-01 +2452,Austria,From 15 to 24 years,Thousand persons,Females,Active population,279.0,2008-01-01 +2453,Austria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),255.0,2008-01-01 +2454,Austria,From 15 to 24 years,Percentage of total population,Total,Active population,59.5,2008-01-01 +2455,Austria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),54.4,2008-01-01 +2456,Austria,From 15 to 24 years,Percentage of total population,Males,Active population,62.9,2008-01-01 +2457,Austria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),57.6,2008-01-01 +2458,Austria,From 15 to 24 years,Percentage of total population,Females,Active population,56.2,2008-01-01 +2459,Austria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),51.3,2008-01-01 +2460,Austria,From 25 to 54 years,Thousand persons,Total,Active population,3145.0,2008-01-01 +2461,Austria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3032.0,2008-01-01 +2462,Austria,From 25 to 54 years,Thousand persons,Males,Active population,1676.0,2008-01-01 +2463,Austria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1619.0,2008-01-01 +2464,Austria,From 25 to 54 years,Thousand persons,Females,Active population,1469.0,2008-01-01 +2465,Austria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1413.0,2008-01-01 +2466,Austria,From 25 to 54 years,Percentage of total population,Total,Active population,86.5,2008-01-01 +2467,Austria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.4,2008-01-01 +2468,Austria,From 25 to 54 years,Percentage of total population,Males,Active population,92.1,2008-01-01 +2469,Austria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.9,2008-01-01 +2470,Austria,From 25 to 54 years,Percentage of total population,Females,Active population,80.9,2008-01-01 +2471,Austria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),77.8,2008-01-01 +2472,Austria,From 55 to 64 years,Thousand persons,Total,Active population,367.0,2008-01-01 +2473,Austria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),359.0,2008-01-01 +2474,Austria,From 55 to 64 years,Thousand persons,Males,Active population,224.0,2008-01-01 +2475,Austria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),220.0,2008-01-01 +2476,Austria,From 55 to 64 years,Thousand persons,Females,Active population,143.0,2008-01-01 +2477,Austria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),139.0,2008-01-01 +2478,Austria,From 55 to 64 years,Percentage of total population,Total,Active population,39.7,2008-01-01 +2479,Austria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.8,2008-01-01 +2480,Austria,From 55 to 64 years,Percentage of total population,Males,Active population,49.9,2008-01-01 +2481,Austria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.9,2008-01-01 +2482,Austria,From 55 to 64 years,Percentage of total population,Females,Active population,30.1,2008-01-01 +2483,Austria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.3,2008-01-01 +2484,Poland,From 15 to 24 years,Thousand persons,Total,Active population,1787.0,2008-01-01 +2485,Poland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1478.0,2008-01-01 +2486,Poland,From 15 to 24 years,Thousand persons,Males,Active population,993.0,2008-01-01 +2487,Poland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),842.0,2008-01-01 +2488,Poland,From 15 to 24 years,Thousand persons,Females,Active population,793.0,2008-01-01 +2489,Poland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),636.0,2008-01-01 +2490,Poland,From 15 to 24 years,Percentage of total population,Total,Active population,33.1,2008-01-01 +2491,Poland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),27.3,2008-01-01 +2492,Poland,From 15 to 24 years,Percentage of total population,Males,Active population,36.5,2008-01-01 +2493,Poland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),31.0,2008-01-01 +2494,Poland,From 15 to 24 years,Percentage of total population,Females,Active population,29.6,2008-01-01 +2495,Poland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.7,2008-01-01 +2496,Poland,From 25 to 54 years,Thousand persons,Total,Active population,13466.0,2008-01-01 +2497,Poland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),12648.0,2008-01-01 +2498,Poland,From 25 to 54 years,Thousand persons,Males,Active population,7188.0,2008-01-01 +2499,Poland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),6800.0,2008-01-01 +2500,Poland,From 25 to 54 years,Thousand persons,Females,Active population,6278.0,2008-01-01 +2501,Poland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),5848.0,2008-01-01 +2502,Poland,From 25 to 54 years,Percentage of total population,Total,Active population,82.5,2008-01-01 +2503,Poland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.5,2008-01-01 +2504,Poland,From 25 to 54 years,Percentage of total population,Males,Active population,88.8,2008-01-01 +2505,Poland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.0,2008-01-01 +2506,Poland,From 25 to 54 years,Percentage of total population,Females,Active population,76.3,2008-01-01 +2507,Poland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.0,2008-01-01 +2508,Poland,From 55 to 64 years,Thousand persons,Total,Active population,1511.0,2008-01-01 +2509,Poland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1432.0,2008-01-01 +2510,Poland,From 55 to 64 years,Thousand persons,Males,Active population,988.0,2008-01-01 +2511,Poland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),931.0,2008-01-01 +2512,Poland,From 55 to 64 years,Thousand persons,Females,Active population,523.0,2008-01-01 +2513,Poland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),500.0,2008-01-01 +2514,Poland,From 55 to 64 years,Percentage of total population,Total,Active population,33.3,2008-01-01 +2515,Poland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.6,2008-01-01 +2516,Poland,From 55 to 64 years,Percentage of total population,Males,Active population,46.8,2008-01-01 +2517,Poland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),44.1,2008-01-01 +2518,Poland,From 55 to 64 years,Percentage of total population,Females,Active population,21.6,2008-01-01 +2519,Poland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.7,2008-01-01 +2520,Portugal,From 15 to 24 years,Thousand persons,Total,Active population,490.0,2008-01-01 +2521,Portugal,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),408.0,2008-01-01 +2522,Portugal,From 15 to 24 years,Thousand persons,Males,Active population,266.0,2008-01-01 +2523,Portugal,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),230.0,2008-01-01 +2524,Portugal,From 15 to 24 years,Thousand persons,Females,Active population,224.0,2008-01-01 +2525,Portugal,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),179.0,2008-01-01 +2526,Portugal,From 15 to 24 years,Percentage of total population,Total,Active population,40.9,2008-01-01 +2527,Portugal,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.1,2008-01-01 +2528,Portugal,From 15 to 24 years,Percentage of total population,Males,Active population,43.6,2008-01-01 +2529,Portugal,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),37.7,2008-01-01 +2530,Portugal,From 15 to 24 years,Percentage of total population,Females,Active population,38.1,2008-01-01 +2531,Portugal,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.3,2008-01-01 +2532,Portugal,From 25 to 54 years,Thousand persons,Total,Active population,4033.0,2008-01-01 +2533,Portugal,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3742.0,2008-01-01 +2534,Portugal,From 25 to 54 years,Thousand persons,Males,Active population,2094.0,2008-01-01 +2535,Portugal,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1969.0,2008-01-01 +2536,Portugal,From 25 to 54 years,Thousand persons,Females,Active population,1939.0,2008-01-01 +2537,Portugal,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1773.0,2008-01-01 +2538,Portugal,From 25 to 54 years,Percentage of total population,Total,Active population,88.0,2008-01-01 +2539,Portugal,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.6,2008-01-01 +2540,Portugal,From 25 to 54 years,Percentage of total population,Males,Active population,93.2,2008-01-01 +2541,Portugal,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.6,2008-01-01 +2542,Portugal,From 25 to 54 years,Percentage of total population,Females,Active population,82.9,2008-01-01 +2543,Portugal,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.8,2008-01-01 +2544,Portugal,From 55 to 64 years,Thousand persons,Total,Active population,680.0,2008-01-01 +2545,Portugal,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),635.0,2008-01-01 +2546,Portugal,From 55 to 64 years,Thousand persons,Males,Active population,371.0,2008-01-01 +2547,Portugal,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),344.0,2008-01-01 +2548,Portugal,From 55 to 64 years,Thousand persons,Females,Active population,309.0,2008-01-01 +2549,Portugal,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),291.0,2008-01-01 +2550,Portugal,From 55 to 64 years,Percentage of total population,Total,Active population,54.3,2008-01-01 +2551,Portugal,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.7,2008-01-01 +2552,Portugal,From 55 to 64 years,Percentage of total population,Males,Active population,62.9,2008-01-01 +2553,Portugal,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.3,2008-01-01 +2554,Portugal,From 55 to 64 years,Percentage of total population,Females,Active population,46.7,2008-01-01 +2555,Portugal,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.0,2008-01-01 +2556,Romania,From 15 to 24 years,Thousand persons,Total,Active population,953.0,2008-01-01 +2557,Romania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),776.0,2008-01-01 +2558,Romania,From 15 to 24 years,Thousand persons,Males,Active population,575.0,2008-01-01 +2559,Romania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),467.0,2008-01-01 +2560,Romania,From 15 to 24 years,Thousand persons,Females,Active population,378.0,2008-01-01 +2561,Romania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),309.0,2008-01-01 +2562,Romania,From 15 to 24 years,Percentage of total population,Total,Active population,30.4,2008-01-01 +2563,Romania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.8,2008-01-01 +2564,Romania,From 15 to 24 years,Percentage of total population,Males,Active population,35.9,2008-01-01 +2565,Romania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.1,2008-01-01 +2566,Romania,From 15 to 24 years,Percentage of total population,Females,Active population,24.7,2008-01-01 +2567,Romania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.2,2008-01-01 +2568,Romania,From 25 to 54 years,Thousand persons,Total,Active population,7442.0,2008-01-01 +2569,Romania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),7070.0,2008-01-01 +2570,Romania,From 25 to 54 years,Thousand persons,Males,Active population,4100.0,2008-01-01 +2571,Romania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3863.0,2008-01-01 +2572,Romania,From 25 to 54 years,Thousand persons,Females,Active population,3342.0,2008-01-01 +2573,Romania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),3208.0,2008-01-01 +2574,Romania,From 25 to 54 years,Percentage of total population,Total,Active population,78.3,2008-01-01 +2575,Romania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.4,2008-01-01 +2576,Romania,From 25 to 54 years,Percentage of total population,Males,Active population,85.8,2008-01-01 +2577,Romania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),80.9,2008-01-01 +2578,Romania,From 25 to 54 years,Percentage of total population,Females,Active population,70.7,2008-01-01 +2579,Romania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),67.8,2008-01-01 +2580,Romania,From 55 to 64 years,Thousand persons,Total,Active population,1062.0,2008-01-01 +2581,Romania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1036.0,2008-01-01 +2582,Romania,From 55 to 64 years,Thousand persons,Males,Active population,618.0,2008-01-01 +2583,Romania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),595.0,2008-01-01 +2584,Romania,From 55 to 64 years,Thousand persons,Females,Active population,444.0,2008-01-01 +2585,Romania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),441.0,2008-01-01 +2586,Romania,From 55 to 64 years,Percentage of total population,Total,Active population,44.2,2008-01-01 +2587,Romania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),43.1,2008-01-01 +2588,Romania,From 55 to 64 years,Percentage of total population,Males,Active population,55.1,2008-01-01 +2589,Romania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.0,2008-01-01 +2590,Romania,From 55 to 64 years,Percentage of total population,Females,Active population,34.7,2008-01-01 +2591,Romania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.4,2008-01-01 +2592,Slovenia,From 15 to 24 years,Thousand persons,Total,Active population,109.0,2008-01-01 +2593,Slovenia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),98.0,2008-01-01 +2594,Slovenia,From 15 to 24 years,Thousand persons,Males,Active population,65.0,2008-01-01 +2595,Slovenia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),58.0,2008-01-01 +2596,Slovenia,From 15 to 24 years,Thousand persons,Females,Active population,45.0,2008-01-01 +2597,Slovenia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),39.0,2008-01-01 +2598,Slovenia,From 15 to 24 years,Percentage of total population,Total,Active population,42.9,2008-01-01 +2599,Slovenia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.4,2008-01-01 +2600,Slovenia,From 15 to 24 years,Percentage of total population,Males,Active population,47.7,2008-01-01 +2601,Slovenia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),43.0,2008-01-01 +2602,Slovenia,From 15 to 24 years,Percentage of total population,Females,Active population,37.4,2008-01-01 +2603,Slovenia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.2,2008-01-01 +2604,Slovenia,From 25 to 54 years,Thousand persons,Total,Active population,826.0,2008-01-01 +2605,Slovenia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),795.0,2008-01-01 +2606,Slovenia,From 25 to 54 years,Thousand persons,Males,Active population,432.0,2008-01-01 +2607,Slovenia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),418.0,2008-01-01 +2608,Slovenia,From 25 to 54 years,Thousand persons,Females,Active population,394.0,2008-01-01 +2609,Slovenia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),377.0,2008-01-01 +2610,Slovenia,From 25 to 54 years,Percentage of total population,Total,Active population,90.1,2008-01-01 +2611,Slovenia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),86.8,2008-01-01 +2612,Slovenia,From 25 to 54 years,Percentage of total population,Males,Active population,91.6,2008-01-01 +2613,Slovenia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.6,2008-01-01 +2614,Slovenia,From 25 to 54 years,Percentage of total population,Females,Active population,88.5,2008-01-01 +2615,Slovenia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),84.8,2008-01-01 +2616,Slovenia,From 55 to 64 years,Thousand persons,Total,Active population,86.0,2008-01-01 +2617,Slovenia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),82.0,2008-01-01 +2618,Slovenia,From 55 to 64 years,Thousand persons,Males,Active population,58.0,2008-01-01 +2619,Slovenia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),55.0,2008-01-01 +2620,Slovenia,From 55 to 64 years,Thousand persons,Females,Active population,28.0,2008-01-01 +2621,Slovenia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),27.0,2008-01-01 +2622,Slovenia,From 55 to 64 years,Percentage of total population,Total,Active population,34.2,2008-01-01 +2623,Slovenia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.8,2008-01-01 +2624,Slovenia,From 55 to 64 years,Percentage of total population,Males,Active population,46.4,2008-01-01 +2625,Slovenia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),44.7,2008-01-01 +2626,Slovenia,From 55 to 64 years,Percentage of total population,Females,Active population,22.2,2008-01-01 +2627,Slovenia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.1,2008-01-01 +2628,Slovakia,From 15 to 24 years,Thousand persons,Total,Active population,271.0,2008-01-01 +2629,Slovakia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),219.0,2008-01-01 +2630,Slovakia,From 15 to 24 years,Thousand persons,Males,Active population,161.0,2008-01-01 +2631,Slovakia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),131.0,2008-01-01 +2632,Slovakia,From 15 to 24 years,Thousand persons,Females,Active population,109.0,2008-01-01 +2633,Slovakia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),88.0,2008-01-01 +2634,Slovakia,From 15 to 24 years,Percentage of total population,Total,Active population,32.4,2008-01-01 +2635,Slovakia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),26.2,2008-01-01 +2636,Slovakia,From 15 to 24 years,Percentage of total population,Males,Active population,37.8,2008-01-01 +2637,Slovakia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),30.8,2008-01-01 +2638,Slovakia,From 15 to 24 years,Percentage of total population,Females,Active population,26.7,2008-01-01 +2639,Slovakia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.5,2008-01-01 +2640,Slovakia,From 25 to 54 years,Thousand persons,Total,Active population,2157.0,2008-01-01 +2641,Slovakia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1969.0,2008-01-01 +2642,Slovakia,From 25 to 54 years,Thousand persons,Males,Active population,1154.0,2008-01-01 +2643,Slovakia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1068.0,2008-01-01 +2644,Slovakia,From 25 to 54 years,Thousand persons,Females,Active population,1003.0,2008-01-01 +2645,Slovakia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),901.0,2008-01-01 +2646,Slovakia,From 25 to 54 years,Percentage of total population,Total,Active population,87.8,2008-01-01 +2647,Slovakia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.1,2008-01-01 +2648,Slovakia,From 25 to 54 years,Percentage of total population,Males,Active population,93.4,2008-01-01 +2649,Slovakia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.4,2008-01-01 +2650,Slovakia,From 25 to 54 years,Percentage of total population,Females,Active population,82.1,2008-01-01 +2651,Slovakia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.7,2008-01-01 +2652,Slovakia,From 55 to 64 years,Thousand persons,Total,Active population,251.0,2008-01-01 +2653,Slovakia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),235.0,2008-01-01 +2654,Slovakia,From 55 to 64 years,Thousand persons,Males,Active population,166.0,2008-01-01 +2655,Slovakia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),157.0,2008-01-01 +2656,Slovakia,From 55 to 64 years,Thousand persons,Females,Active population,85.0,2008-01-01 +2657,Slovakia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),78.0,2008-01-01 +2658,Slovakia,From 55 to 64 years,Percentage of total population,Total,Active population,41.9,2008-01-01 +2659,Slovakia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.2,2008-01-01 +2660,Slovakia,From 55 to 64 years,Percentage of total population,Males,Active population,59.9,2008-01-01 +2661,Slovakia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.7,2008-01-01 +2662,Slovakia,From 55 to 64 years,Percentage of total population,Females,Active population,26.4,2008-01-01 +2663,Slovakia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.2,2008-01-01 +2664,Finland,From 15 to 24 years,Thousand persons,Total,Active population,341.0,2008-01-01 +2665,Finland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),285.0,2008-01-01 +2666,Finland,From 15 to 24 years,Thousand persons,Males,Active population,169.0,2008-01-01 +2667,Finland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),140.0,2008-01-01 +2668,Finland,From 15 to 24 years,Thousand persons,Females,Active population,172.0,2008-01-01 +2669,Finland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),145.0,2008-01-01 +2670,Finland,From 15 to 24 years,Percentage of total population,Total,Active population,53.5,2008-01-01 +2671,Finland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.7,2008-01-01 +2672,Finland,From 15 to 24 years,Percentage of total population,Males,Active population,53.4,2008-01-01 +2673,Finland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),44.3,2008-01-01 +2674,Finland,From 15 to 24 years,Percentage of total population,Females,Active population,53.5,2008-01-01 +2675,Finland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.1,2008-01-01 +2676,Finland,From 25 to 54 years,Thousand persons,Total,Active population,1874.0,2008-01-01 +2677,Finland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1782.0,2008-01-01 +2678,Finland,From 25 to 54 years,Thousand persons,Males,Active population,979.0,2008-01-01 +2679,Finland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),937.0,2008-01-01 +2680,Finland,From 25 to 54 years,Thousand persons,Females,Active population,894.0,2008-01-01 +2681,Finland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),846.0,2008-01-01 +2682,Finland,From 25 to 54 years,Percentage of total population,Total,Active population,88.6,2008-01-01 +2683,Finland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.3,2008-01-01 +2684,Finland,From 25 to 54 years,Percentage of total population,Males,Active population,91.2,2008-01-01 +2685,Finland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.3,2008-01-01 +2686,Finland,From 25 to 54 years,Percentage of total population,Females,Active population,85.9,2008-01-01 +2687,Finland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),81.2,2008-01-01 +2688,Finland,From 55 to 64 years,Thousand persons,Total,Active population,455.0,2008-01-01 +2689,Finland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),430.0,2008-01-01 +2690,Finland,From 55 to 64 years,Thousand persons,Males,Active population,228.0,2008-01-01 +2691,Finland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),215.0,2008-01-01 +2692,Finland,From 55 to 64 years,Thousand persons,Females,Active population,226.0,2008-01-01 +2693,Finland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),215.0,2008-01-01 +2694,Finland,From 55 to 64 years,Percentage of total population,Total,Active population,59.7,2008-01-01 +2695,Finland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),56.5,2008-01-01 +2696,Finland,From 55 to 64 years,Percentage of total population,Males,Active population,60.6,2008-01-01 +2697,Finland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),57.1,2008-01-01 +2698,Finland,From 55 to 64 years,Percentage of total population,Females,Active population,58.8,2008-01-01 +2699,Finland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),55.8,2008-01-01 +2700,Sweden,From 15 to 24 years,Thousand persons,Total,Active population,637.0,2008-01-01 +2701,Sweden,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),508.0,2008-01-01 +2702,Sweden,From 15 to 24 years,Thousand persons,Males,Active population,324.0,2008-01-01 +2703,Sweden,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),260.0,2008-01-01 +2704,Sweden,From 15 to 24 years,Thousand persons,Females,Active population,313.0,2008-01-01 +2705,Sweden,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),248.0,2008-01-01 +2706,Sweden,From 15 to 24 years,Percentage of total population,Total,Active population,52.8,2008-01-01 +2707,Sweden,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),42.2,2008-01-01 +2708,Sweden,From 15 to 24 years,Percentage of total population,Males,Active population,52.6,2008-01-01 +2709,Sweden,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),42.2,2008-01-01 +2710,Sweden,From 15 to 24 years,Percentage of total population,Females,Active population,53.1,2008-01-01 +2711,Sweden,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.1,2008-01-01 +2712,Sweden,From 25 to 54 years,Thousand persons,Total,Active population,3272.0,2008-01-01 +2713,Sweden,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3130.0,2008-01-01 +2714,Sweden,From 25 to 54 years,Thousand persons,Males,Active population,1716.0,2008-01-01 +2715,Sweden,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1647.0,2008-01-01 +2716,Sweden,From 25 to 54 years,Thousand persons,Females,Active population,1556.0,2008-01-01 +2717,Sweden,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1483.0,2008-01-01 +2718,Sweden,From 25 to 54 years,Percentage of total population,Total,Active population,90.4,2008-01-01 +2719,Sweden,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),86.5,2008-01-01 +2720,Sweden,From 25 to 54 years,Percentage of total population,Males,Active population,93.1,2008-01-01 +2721,Sweden,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.4,2008-01-01 +2722,Sweden,From 25 to 54 years,Percentage of total population,Females,Active population,87.6,2008-01-01 +2723,Sweden,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),83.5,2008-01-01 +2724,Sweden,From 55 to 64 years,Thousand persons,Total,Active population,888.0,2008-01-01 +2725,Sweden,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),855.0,2008-01-01 +2726,Sweden,From 55 to 64 years,Thousand persons,Males,Active population,468.0,2008-01-01 +2727,Sweden,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),449.0,2008-01-01 +2728,Sweden,From 55 to 64 years,Thousand persons,Females,Active population,420.0,2008-01-01 +2729,Sweden,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),406.0,2008-01-01 +2730,Sweden,From 55 to 64 years,Percentage of total population,Total,Active population,72.8,2008-01-01 +2731,Sweden,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),70.1,2008-01-01 +2732,Sweden,From 55 to 64 years,Percentage of total population,Males,Active population,76.5,2008-01-01 +2733,Sweden,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),73.4,2008-01-01 +2734,Sweden,From 55 to 64 years,Percentage of total population,Females,Active population,69.0,2008-01-01 +2735,Sweden,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.7,2008-01-01 +2736,United Kingdom,From 15 to 24 years,Thousand persons,Total,Active population,4745.0,2008-01-01 +2737,United Kingdom,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),4032.0,2008-01-01 +2738,United Kingdom,From 15 to 24 years,Thousand persons,Males,Active population,2494.0,2008-01-01 +2739,United Kingdom,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2069.0,2008-01-01 +2740,United Kingdom,From 15 to 24 years,Thousand persons,Females,Active population,2252.0,2008-01-01 +2741,United Kingdom,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1964.0,2008-01-01 +2742,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Active population,61.2,2008-01-01 +2743,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),52.0,2008-01-01 +2744,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Active population,64.3,2008-01-01 +2745,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.3,2008-01-01 +2746,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Active population,58.2,2008-01-01 +2747,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),50.7,2008-01-01 +2748,United Kingdom,From 25 to 54 years,Thousand persons,Total,Active population,21484.0,2008-01-01 +2749,United Kingdom,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20591.0,2008-01-01 +2750,United Kingdom,From 25 to 54 years,Thousand persons,Males,Active population,11479.0,2008-01-01 +2751,United Kingdom,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10982.0,2008-01-01 +2752,United Kingdom,From 25 to 54 years,Thousand persons,Females,Active population,10005.0,2008-01-01 +2753,United Kingdom,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9609.0,2008-01-01 +2754,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Active population,84.8,2008-01-01 +2755,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.3,2008-01-01 +2756,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Active population,91.6,2008-01-01 +2757,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.7,2008-01-01 +2758,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Active population,78.2,2008-01-01 +2759,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.1,2008-01-01 +2760,United Kingdom,From 55 to 64 years,Thousand persons,Total,Active population,4340.0,2008-01-01 +2761,United Kingdom,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),4204.0,2008-01-01 +2762,United Kingdom,From 55 to 64 years,Thousand persons,Males,Active population,2489.0,2008-01-01 +2763,United Kingdom,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2397.0,2008-01-01 +2764,United Kingdom,From 55 to 64 years,Thousand persons,Females,Active population,1851.0,2008-01-01 +2765,United Kingdom,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1807.0,2008-01-01 +2766,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Active population,59.8,2008-01-01 +2767,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),58.0,2008-01-01 +2768,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Active population,69.8,2008-01-01 +2769,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),67.2,2008-01-01 +2770,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Active population,50.2,2008-01-01 +2771,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.0,2008-01-01 +2772,Iceland,From 15 to 24 years,Thousand persons,Total,Active population,31.0,2008-01-01 +2773,Iceland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),29.0,2008-01-01 +2774,Iceland,From 15 to 24 years,Thousand persons,Males,Active population,16.0,2008-01-01 +2775,Iceland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),15.0,2008-01-01 +2776,Iceland,From 15 to 24 years,Thousand persons,Females,Active population,15.0,2008-01-01 +2777,Iceland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),14.0,2008-01-01 +2778,Iceland,From 15 to 24 years,Percentage of total population,Total,Active population,78.1,2008-01-01 +2779,Iceland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),71.7,2008-01-01 +2780,Iceland,From 15 to 24 years,Percentage of total population,Males,Active population,77.0,2008-01-01 +2781,Iceland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),70.1,2008-01-01 +2782,Iceland,From 15 to 24 years,Percentage of total population,Females,Active population,79.4,2008-01-01 +2783,Iceland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.5,2008-01-01 +2784,Iceland,From 25 to 54 years,Thousand persons,Total,Active population,118.0,2008-01-01 +2785,Iceland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),116.0,2008-01-01 +2786,Iceland,From 25 to 54 years,Thousand persons,Males,Active population,65.0,2008-01-01 +2787,Iceland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),64.0,2008-01-01 +2788,Iceland,From 25 to 54 years,Thousand persons,Females,Active population,53.0,2008-01-01 +2789,Iceland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),52.0,2008-01-01 +2790,Iceland,From 25 to 54 years,Percentage of total population,Total,Active population,89.1,2008-01-01 +2791,Iceland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),87.3,2008-01-01 +2792,Iceland,From 25 to 54 years,Percentage of total population,Males,Active population,94.3,2008-01-01 +2793,Iceland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),92.3,2008-01-01 +2794,Iceland,From 25 to 54 years,Percentage of total population,Females,Active population,83.4,2008-01-01 +2795,Iceland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.0,2008-01-01 +2796,Iceland,From 55 to 64 years,Thousand persons,Total,Active population,27.0,2008-01-01 +2797,Iceland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),26.0,2008-01-01 +2798,Iceland,From 55 to 64 years,Thousand persons,Males,Active population,15.0,2008-01-01 +2799,Iceland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),14.0,2008-01-01 +2800,Iceland,From 55 to 64 years,Thousand persons,Females,Active population,12.0,2008-01-01 +2801,Iceland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),12.0,2008-01-01 +2802,Iceland,From 55 to 64 years,Percentage of total population,Total,Active population,84.3,2008-01-01 +2803,Iceland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.9,2008-01-01 +2804,Iceland,From 55 to 64 years,Percentage of total population,Males,Active population,90.6,2008-01-01 +2805,Iceland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.4,2008-01-01 +2806,Iceland,From 55 to 64 years,Percentage of total population,Females,Active population,77.6,2008-01-01 +2807,Iceland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),77.2,2008-01-01 +2808,Norway,From 15 to 24 years,Thousand persons,Total,Active population,371.0,2008-01-01 +2809,Norway,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),343.0,2008-01-01 +2810,Norway,From 15 to 24 years,Thousand persons,Males,Active population,187.0,2008-01-01 +2811,Norway,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),171.0,2008-01-01 +2812,Norway,From 15 to 24 years,Thousand persons,Females,Active population,184.0,2008-01-01 +2813,Norway,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),172.0,2008-01-01 +2814,Norway,From 15 to 24 years,Percentage of total population,Total,Active population,62.0,2008-01-01 +2815,Norway,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),57.3,2008-01-01 +2816,Norway,From 15 to 24 years,Percentage of total population,Males,Active population,61.7,2008-01-01 +2817,Norway,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.5,2008-01-01 +2818,Norway,From 15 to 24 years,Percentage of total population,Females,Active population,62.2,2008-01-01 +2819,Norway,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),58.1,2008-01-01 +2820,Norway,From 25 to 54 years,Thousand persons,Total,Active population,1749.0,2008-01-01 +2821,Norway,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1715.0,2008-01-01 +2822,Norway,From 25 to 54 years,Thousand persons,Males,Active population,922.0,2008-01-01 +2823,Norway,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),904.0,2008-01-01 +2824,Norway,From 25 to 54 years,Thousand persons,Females,Active population,827.0,2008-01-01 +2825,Norway,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),812.0,2008-01-01 +2826,Norway,From 25 to 54 years,Percentage of total population,Total,Active population,88.5,2008-01-01 +2827,Norway,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),86.8,2008-01-01 +2828,Norway,From 25 to 54 years,Percentage of total population,Males,Active population,91.3,2008-01-01 +2829,Norway,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.4,2008-01-01 +2830,Norway,From 25 to 54 years,Percentage of total population,Females,Active population,85.5,2008-01-01 +2831,Norway,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),84.0,2008-01-01 +2832,Norway,From 55 to 64 years,Thousand persons,Total,Active population,403.0,2008-01-01 +2833,Norway,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),399.0,2008-01-01 +2834,Norway,From 55 to 64 years,Thousand persons,Males,Active population,218.0,2008-01-01 +2835,Norway,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),215.0,2008-01-01 +2836,Norway,From 55 to 64 years,Thousand persons,Females,Active population,185.0,2008-01-01 +2837,Norway,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),184.0,2008-01-01 +2838,Norway,From 55 to 64 years,Percentage of total population,Total,Active population,69.9,2008-01-01 +2839,Norway,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),69.2,2008-01-01 +2840,Norway,From 55 to 64 years,Percentage of total population,Males,Active population,75.0,2008-01-01 +2841,Norway,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),74.1,2008-01-01 +2842,Norway,From 55 to 64 years,Percentage of total population,Females,Active population,64.7,2008-01-01 +2843,Norway,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),64.2,2008-01-01 +2844,,,,,,, +2845,,,,,,, +2846,,,,,,, +2847,,,,,,, +2848,,,,,,, +2849,,,,,,, +2850,,,,,,, +2851,,,,,,, +2852,,,,,,, +2853,,,,,,, +2854,,,,,,, +2855,,,,,,, +2856,,,,,,, +2857,,,,,,, +2858,,,,,,, +2859,,,,,,, +2860,,,,,,, +2861,,,,,,, +2862,,,,,,, +2863,,,,,,, +2864,,,,,,, +2865,,,,,,, +2866,,,,,,, +2867,,,,,,, +2868,,,,,,, +2869,,,,,,, +2870,,,,,,, +2871,,,,,,, +2872,,,,,,, +2873,,,,,,, +2874,,,,,,, +2875,,,,,,, +2876,,,,,,, +2877,,,,,,, +2878,,,,,,, +2879,,,,,,, +2880,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Active population,116.0,2008-01-01 +2881,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),51.0,2008-01-01 +2882,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Active population,72.0,2008-01-01 +2883,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),32.0,2008-01-01 +2884,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Active population,44.0,2008-01-01 +2885,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),19.0,2008-01-01 +2886,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Active population,35.9,2008-01-01 +2887,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),15.7,2008-01-01 +2888,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Active population,43.3,2008-01-01 +2889,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),19.2,2008-01-01 +2890,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Active population,28.1,2008-01-01 +2891,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),12.0,2008-01-01 +2892,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Active population,700.0,2008-01-01 +2893,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),483.0,2008-01-01 +2894,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Active population,419.0,2008-01-01 +2895,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),292.0,2008-01-01 +2896,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Active population,281.0,2008-01-01 +2897,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),191.0,2008-01-01 +2898,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Active population,78.1,2008-01-01 +2899,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.9,2008-01-01 +2900,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Active population,91.8,2008-01-01 +2901,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),64.0,2008-01-01 +2902,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Active population,63.9,2008-01-01 +2903,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.4,2008-01-01 +2904,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Active population,95.0,2008-01-01 +2905,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),68.0,2008-01-01 +2906,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Active population,65.0,2008-01-01 +2907,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),45.0,2008-01-01 +2908,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Active population,30.0,2008-01-01 +2909,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),23.0,2008-01-01 +2910,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Active population,44.3,2008-01-01 +2911,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.7,2008-01-01 +2912,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Active population,62.9,2008-01-01 +2913,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),43.0,2008-01-01 +2914,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Active population,26.9,2008-01-01 +2915,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.1,2008-01-01 +2916,Turkey,From 15 to 24 years,Thousand persons,Total,Active population,4265.0,2008-01-01 +2917,Turkey,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3478.0,2008-01-01 +2918,Turkey,From 15 to 24 years,Thousand persons,Males,Active population,2833.0,2008-01-01 +2919,Turkey,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2315.0,2008-01-01 +2920,Turkey,From 15 to 24 years,Thousand persons,Females,Active population,1433.0,2008-01-01 +2921,Turkey,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1162.0,2008-01-01 +2922,Turkey,From 15 to 24 years,Percentage of total population,Total,Active population,37.1,2008-01-01 +2923,Turkey,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.3,2008-01-01 +2924,Turkey,From 15 to 24 years,Percentage of total population,Males,Active population,50.5,2008-01-01 +2925,Turkey,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),41.3,2008-01-01 +2926,Turkey,From 15 to 24 years,Percentage of total population,Females,Active population,24.4,2008-01-01 +2927,Turkey,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.8,2008-01-01 +2928,Turkey,From 25 to 54 years,Thousand persons,Total,Active population,17227.0,2008-01-01 +2929,Turkey,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),15802.0,2008-01-01 +2930,Turkey,From 25 to 54 years,Thousand persons,Males,Active population,12979.0,2008-01-01 +2931,Turkey,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),11900.0,2008-01-01 +2932,Turkey,From 25 to 54 years,Thousand persons,Females,Active population,4248.0,2008-01-01 +2933,Turkey,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),3902.0,2008-01-01 +2934,Turkey,From 25 to 54 years,Percentage of total population,Total,Active population,58.2,2008-01-01 +2935,Turkey,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.4,2008-01-01 +2936,Turkey,From 25 to 54 years,Percentage of total population,Males,Active population,87.5,2008-01-01 +2937,Turkey,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),80.2,2008-01-01 +2938,Turkey,From 25 to 54 years,Percentage of total population,Females,Active population,28.8,2008-01-01 +2939,Turkey,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.5,2008-01-01 +2940,Turkey,From 55 to 64 years,Thousand persons,Total,Active population,1416.0,2008-01-01 +2941,Turkey,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1354.0,2008-01-01 +2942,Turkey,From 55 to 64 years,Thousand persons,Males,Active population,1034.0,2008-01-01 +2943,Turkey,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),976.0,2008-01-01 +2944,Turkey,From 55 to 64 years,Thousand persons,Females,Active population,381.0,2008-01-01 +2945,Turkey,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),377.0,2008-01-01 +2946,Turkey,From 55 to 64 years,Percentage of total population,Total,Active population,28.7,2008-01-01 +2947,Turkey,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),27.5,2008-01-01 +2948,Turkey,From 55 to 64 years,Percentage of total population,Males,Active population,43.4,2008-01-01 +2949,Turkey,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),41.0,2008-01-01 +2950,Turkey,From 55 to 64 years,Percentage of total population,Females,Active population,15.0,2008-01-01 +2951,Turkey,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),14.8,2008-01-01 +2952,,,,,,, +2953,,,,,,, +2954,,,,,,, +2955,,,,,,, +2956,,,,,,, +2957,,,,,,, +2958,,,,,,, +2959,,,,,,, +2960,,,,,,, +2961,,,,,,, +2962,,,,,,, +2963,,,,,,, +2964,,,,,,, +2965,,,,,,, +2966,,,,,,, +2967,,,,,,, +2968,,,,,,, +2969,,,,,,, +2970,,,,,,, +2971,,,,,,, +2972,,,,,,, +2973,,,,,,, +2974,,,,,,, +2975,,,,,,, +2976,,,,,,, +2977,,,,,,, +2978,,,,,,, +2979,,,,,,, +2980,,,,,,, +2981,,,,,,, +2982,,,,,,, +2983,,,,,,, +2984,,,,,,, +2985,,,,,,, +2986,,,,,,, +2987,,,,,,, +2988,,,,,,, +2989,,,,,,, +2990,,,,,,, +2991,,,,,,, +2992,,,,,,, +2993,,,,,,, +2994,,,,,,, +2995,,,,,,, +2996,,,,,,, +2997,,,,,,, +2998,,,,,,, +2999,,,,,,, +3000,,,,,,, +3001,,,,,,, +3002,,,,,,, +3003,,,,,,, +3004,,,,,,, +3005,,,,,,, +3006,,,,,,, +3007,,,,,,, +3008,,,,,,, +3009,,,,,,, +3010,,,,,,, +3011,,,,,,, +3012,,,,,,, +3013,,,,,,, +3014,,,,,,, +3015,,,,,,, +3016,,,,,,, +3017,,,,,,, +3018,,,,,,, +3019,,,,,,, +3020,,,,,,, +3021,,,,,,, +3022,,,,,,, +3023,,,,,,, +3024,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Active population,25992.0,2009-01-01 +3025,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),20817.0,2009-01-01 +3026,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Active population,14121.0,2009-01-01 +3027,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),11156.0,2009-01-01 +3028,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Active population,11871.0,2009-01-01 +3029,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),9661.0,2009-01-01 +3030,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Active population,43.5,2009-01-01 +3031,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.8,2009-01-01 +3032,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Active population,46.6,2009-01-01 +3033,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),36.8,2009-01-01 +3034,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Active population,40.2,2009-01-01 +3035,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.8,2009-01-01 +3036,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Active population,180667.0,2009-01-01 +3037,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),166426.0,2009-01-01 +3038,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Active population,97771.0,2009-01-01 +3039,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),90159.0,2009-01-01 +3040,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Active population,82896.0,2009-01-01 +3041,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),76267.0,2009-01-01 +3042,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Active population,84.7,2009-01-01 +3043,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.0,2009-01-01 +3044,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.7,2009-01-01 +3045,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.6,2009-01-01 +3046,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Active population,77.7,2009-01-01 +3047,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.5,2009-01-01 +3048,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Active population,29567.0,2009-01-01 +3049,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),27738.0,2009-01-01 +3050,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Active population,17100.0,2009-01-01 +3051,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),15992.0,2009-01-01 +3052,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Active population,12467.0,2009-01-01 +3053,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),11746.0,2009-01-01 +3054,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Active population,48.9,2009-01-01 +3055,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.9,2009-01-01 +3056,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Active population,58.4,2009-01-01 +3057,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.6,2009-01-01 +3058,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Active population,40.0,2009-01-01 +3059,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),37.7,2009-01-01 +3060,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Active population,25804.0,2009-01-01 +3061,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),20677.0,2009-01-01 +3062,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Active population,14009.0,2009-01-01 +3063,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),11071.0,2009-01-01 +3064,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Active population,11795.0,2009-01-01 +3065,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),9606.0,2009-01-01 +3066,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Active population,43.5,2009-01-01 +3067,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.9,2009-01-01 +3068,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Active population,46.6,2009-01-01 +3069,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),36.9,2009-01-01 +3070,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Active population,40.3,2009-01-01 +3071,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.9,2009-01-01 +3072,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Active population,179197.0,2009-01-01 +3073,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),165073.0,2009-01-01 +3074,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Active population,97002.0,2009-01-01 +3075,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),89437.0,2009-01-01 +3076,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Active population,82195.0,2009-01-01 +3077,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),75636.0,2009-01-01 +3078,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Active population,84.7,2009-01-01 +3079,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.0,2009-01-01 +3080,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.8,2009-01-01 +3081,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.6,2009-01-01 +3082,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Active population,77.7,2009-01-01 +3083,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.5,2009-01-01 +3084,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Active population,29339.0,2009-01-01 +3085,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),27523.0,2009-01-01 +3086,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Active population,16962.0,2009-01-01 +3087,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),15862.0,2009-01-01 +3088,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Active population,12377.0,2009-01-01 +3089,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),11660.0,2009-01-01 +3090,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Active population,49.0,2009-01-01 +3091,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.9,2009-01-01 +3092,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Active population,58.5,2009-01-01 +3093,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.7,2009-01-01 +3094,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Active population,40.1,2009-01-01 +3095,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),37.7,2009-01-01 +3096,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Active population,21320.0,2009-01-01 +3097,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),17146.0,2009-01-01 +3098,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Active population,11407.0,2009-01-01 +3099,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),9035.0,2009-01-01 +3100,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Active population,9913.0,2009-01-01 +3101,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8112.0,2009-01-01 +3102,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Active population,47.1,2009-01-01 +3103,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.9,2009-01-01 +3104,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Active population,49.8,2009-01-01 +3105,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),39.4,2009-01-01 +3106,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Active population,44.3,2009-01-01 +3107,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),36.3,2009-01-01 +3108,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Active population,142163.0,2009-01-01 +3109,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),130777.0,2009-01-01 +3110,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Active population,77111.0,2009-01-01 +3111,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),71000.0,2009-01-01 +3112,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Active population,65052.0,2009-01-01 +3113,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),59777.0,2009-01-01 +3114,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.1,2009-01-01 +3115,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.3,2009-01-01 +3116,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.4,2009-01-01 +3117,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.1,2009-01-01 +3118,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Active population,77.9,2009-01-01 +3119,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.6,2009-01-01 +3120,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Active population,24056.0,2009-01-01 +3121,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),22556.0,2009-01-01 +3122,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Active population,13834.0,2009-01-01 +3123,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),12932.0,2009-01-01 +3124,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Active population,10222.0,2009-01-01 +3125,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),9624.0,2009-01-01 +3126,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Active population,51.1,2009-01-01 +3127,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.9,2009-01-01 +3128,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Active population,60.0,2009-01-01 +3129,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.1,2009-01-01 +3130,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Active population,42.5,2009-01-01 +3131,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),40.0,2009-01-01 +3132,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Active population,16400.0,2009-01-01 +3133,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),13119.0,2009-01-01 +3134,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Active population,8904.0,2009-01-01 +3135,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),7046.0,2009-01-01 +3136,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Active population,7495.0,2009-01-01 +3137,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),6073.0,2009-01-01 +3138,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Active population,43.3,2009-01-01 +3139,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.7,2009-01-01 +3140,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Active population,46.4,2009-01-01 +3141,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),36.7,2009-01-01 +3142,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Active population,40.2,2009-01-01 +3143,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.6,2009-01-01 +3144,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Active population,121061.0,2009-01-01 +3145,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),110613.0,2009-01-01 +3146,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Active population,65848.0,2009-01-01 +3147,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),60303.0,2009-01-01 +3148,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Active population,55213.0,2009-01-01 +3149,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),50310.0,2009-01-01 +3150,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.1,2009-01-01 +3151,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.7,2009-01-01 +3152,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.5,2009-01-01 +3153,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.7,2009-01-01 +3154,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Active population,77.6,2009-01-01 +3155,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.7,2009-01-01 +3156,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Active population,19205.0,2009-01-01 +3157,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),17893.0,2009-01-01 +3158,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Active population,11082.0,2009-01-01 +3159,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),10323.0,2009-01-01 +3160,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Active population,8122.0,2009-01-01 +3161,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),7570.0,2009-01-01 +3162,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Active population,48.4,2009-01-01 +3163,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.1,2009-01-01 +3164,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Active population,57.4,2009-01-01 +3165,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.4,2009-01-01 +3166,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Active population,40.0,2009-01-01 +3167,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),37.2,2009-01-01 +3168,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Active population,16261.0,2009-01-01 +3169,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),13022.0,2009-01-01 +3170,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Active population,8826.0,2009-01-01 +3171,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),6995.0,2009-01-01 +3172,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Active population,7435.0,2009-01-01 +3173,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),6026.0,2009-01-01 +3174,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Active population,43.5,2009-01-01 +3175,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.8,2009-01-01 +3176,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Active population,46.6,2009-01-01 +3177,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),36.9,2009-01-01 +3178,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Active population,40.4,2009-01-01 +3179,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.7,2009-01-01 +3180,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Active population,119894.0,2009-01-01 +3181,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),109595.0,2009-01-01 +3182,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Active population,65275.0,2009-01-01 +3183,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),59820.0,2009-01-01 +3184,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Active population,54620.0,2009-01-01 +3185,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49775.0,2009-01-01 +3186,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.1,2009-01-01 +3187,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.8,2009-01-01 +3188,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.5,2009-01-01 +3189,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.8,2009-01-01 +3190,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Active population,77.6,2009-01-01 +3191,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.7,2009-01-01 +3192,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Active population,19010.0,2009-01-01 +3193,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),17719.0,2009-01-01 +3194,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Active population,10989.0,2009-01-01 +3195,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),10241.0,2009-01-01 +3196,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Active population,8021.0,2009-01-01 +3197,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),7478.0,2009-01-01 +3198,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Active population,48.4,2009-01-01 +3199,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.1,2009-01-01 +3200,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Active population,57.3,2009-01-01 +3201,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.4,2009-01-01 +3202,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Active population,39.8,2009-01-01 +3203,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),37.1,2009-01-01 +3204,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Active population,16130.0,2009-01-01 +3205,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),12935.0,2009-01-01 +3206,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Active population,8751.0,2009-01-01 +3207,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),6948.0,2009-01-01 +3208,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Active population,7379.0,2009-01-01 +3209,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5987.0,2009-01-01 +3210,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Active population,43.5,2009-01-01 +3211,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.9,2009-01-01 +3212,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Active population,46.6,2009-01-01 +3213,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),37.0,2009-01-01 +3214,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Active population,40.4,2009-01-01 +3215,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.8,2009-01-01 +3216,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Active population,119103.0,2009-01-01 +3217,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),108932.0,2009-01-01 +3218,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Active population,64879.0,2009-01-01 +3219,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),59500.0,2009-01-01 +3220,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Active population,54224.0,2009-01-01 +3221,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49432.0,2009-01-01 +3222,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.0,2009-01-01 +3223,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.8,2009-01-01 +3224,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.6,2009-01-01 +3225,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.9,2009-01-01 +3226,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Active population,77.5,2009-01-01 +3227,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.7,2009-01-01 +3228,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Active population,18863.0,2009-01-01 +3229,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),17592.0,2009-01-01 +3230,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Active population,10924.0,2009-01-01 +3231,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),10188.0,2009-01-01 +3232,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Active population,7939.0,2009-01-01 +3233,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),7405.0,2009-01-01 +3234,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Active population,48.3,2009-01-01 +3235,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.0,2009-01-01 +3236,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Active population,57.3,2009-01-01 +3237,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.4,2009-01-01 +3238,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Active population,39.7,2009-01-01 +3239,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),37.0,2009-01-01 +3240,Belgium,From 15 to 24 years,Thousand persons,Total,Active population,424.0,2009-01-01 +3241,Belgium,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),331.0,2009-01-01 +3242,Belgium,From 15 to 24 years,Thousand persons,Males,Active population,231.0,2009-01-01 +3243,Belgium,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),181.0,2009-01-01 +3244,Belgium,From 15 to 24 years,Thousand persons,Females,Active population,193.0,2009-01-01 +3245,Belgium,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),150.0,2009-01-01 +3246,Belgium,From 15 to 24 years,Percentage of total population,Total,Active population,32.4,2009-01-01 +3247,Belgium,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.3,2009-01-01 +3248,Belgium,From 15 to 24 years,Percentage of total population,Males,Active population,34.9,2009-01-01 +3249,Belgium,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),27.4,2009-01-01 +3250,Belgium,From 15 to 24 years,Percentage of total population,Females,Active population,29.9,2009-01-01 +3251,Belgium,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.2,2009-01-01 +3252,Belgium,From 25 to 54 years,Thousand persons,Total,Active population,3858.0,2009-01-01 +3253,Belgium,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3597.0,2009-01-01 +3254,Belgium,From 25 to 54 years,Thousand persons,Males,Active population,2085.0,2009-01-01 +3255,Belgium,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1946.0,2009-01-01 +3256,Belgium,From 25 to 54 years,Thousand persons,Females,Active population,1773.0,2009-01-01 +3257,Belgium,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1651.0,2009-01-01 +3258,Belgium,From 25 to 54 years,Percentage of total population,Total,Active population,85.6,2009-01-01 +3259,Belgium,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.8,2009-01-01 +3260,Belgium,From 25 to 54 years,Percentage of total population,Males,Active population,91.8,2009-01-01 +3261,Belgium,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.7,2009-01-01 +3262,Belgium,From 25 to 54 years,Percentage of total population,Females,Active population,79.2,2009-01-01 +3263,Belgium,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.8,2009-01-01 +3264,Belgium,From 55 to 64 years,Thousand persons,Total,Active population,486.0,2009-01-01 +3265,Belgium,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),461.0,2009-01-01 +3266,Belgium,From 55 to 64 years,Thousand persons,Males,Active population,293.0,2009-01-01 +3267,Belgium,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),278.0,2009-01-01 +3268,Belgium,From 55 to 64 years,Thousand persons,Females,Active population,193.0,2009-01-01 +3269,Belgium,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),183.0,2009-01-01 +3270,Belgium,From 55 to 64 years,Percentage of total population,Total,Active population,37.2,2009-01-01 +3271,Belgium,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),35.3,2009-01-01 +3272,Belgium,From 55 to 64 years,Percentage of total population,Males,Active population,45.2,2009-01-01 +3273,Belgium,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),42.9,2009-01-01 +3274,Belgium,From 55 to 64 years,Percentage of total population,Females,Active population,29.3,2009-01-01 +3275,Belgium,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.7,2009-01-01 +3276,Bulgaria,From 15 to 24 years,Thousand persons,Total,Active population,286.0,2009-01-01 +3277,Bulgaria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),240.0,2009-01-01 +3278,Bulgaria,From 15 to 24 years,Thousand persons,Males,Active population,169.0,2009-01-01 +3279,Bulgaria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),139.0,2009-01-01 +3280,Bulgaria,From 15 to 24 years,Thousand persons,Females,Active population,117.0,2009-01-01 +3281,Bulgaria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),101.0,2009-01-01 +3282,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Active population,29.5,2009-01-01 +3283,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.8,2009-01-01 +3284,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Active population,34.0,2009-01-01 +3285,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),28.0,2009-01-01 +3286,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Active population,24.8,2009-01-01 +3287,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.4,2009-01-01 +3288,Bulgaria,From 25 to 54 years,Thousand persons,Total,Active population,2673.0,2009-01-01 +3289,Bulgaria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2513.0,2009-01-01 +3290,Bulgaria,From 25 to 54 years,Thousand persons,Males,Active population,1399.0,2009-01-01 +3291,Bulgaria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1315.0,2009-01-01 +3292,Bulgaria,From 25 to 54 years,Thousand persons,Females,Active population,1274.0,2009-01-01 +3293,Bulgaria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1198.0,2009-01-01 +3294,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Active population,84.3,2009-01-01 +3295,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.2,2009-01-01 +3296,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Active population,88.0,2009-01-01 +3297,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.7,2009-01-01 +3298,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Active population,80.6,2009-01-01 +3299,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.8,2009-01-01 +3300,Bulgaria,From 55 to 64 years,Thousand persons,Total,Active population,482.0,2009-01-01 +3301,Bulgaria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),452.0,2009-01-01 +3302,Bulgaria,From 55 to 64 years,Thousand persons,Males,Active population,260.0,2009-01-01 +3303,Bulgaria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),244.0,2009-01-01 +3304,Bulgaria,From 55 to 64 years,Thousand persons,Females,Active population,223.0,2009-01-01 +3305,Bulgaria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),208.0,2009-01-01 +3306,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Active population,49.2,2009-01-01 +3307,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.1,2009-01-01 +3308,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Active population,57.4,2009-01-01 +3309,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.1,2009-01-01 +3310,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Active population,42.1,2009-01-01 +3311,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),39.2,2009-01-01 +3312,Czech Republic,From 15 to 24 years,Thousand persons,Total,Active population,424.0,2009-01-01 +3313,Czech Republic,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),353.0,2009-01-01 +3314,Czech Republic,From 15 to 24 years,Thousand persons,Males,Active population,255.0,2009-01-01 +3315,Czech Republic,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),213.0,2009-01-01 +3316,Czech Republic,From 15 to 24 years,Thousand persons,Females,Active population,169.0,2009-01-01 +3317,Czech Republic,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),140.0,2009-01-01 +3318,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Active population,31.8,2009-01-01 +3319,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),26.5,2009-01-01 +3320,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Active population,37.3,2009-01-01 +3321,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),31.1,2009-01-01 +3322,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Active population,26.1,2009-01-01 +3323,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.7,2009-01-01 +3324,Czech Republic,From 25 to 54 years,Thousand persons,Total,Active population,4051.0,2009-01-01 +3325,Czech Republic,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3812.0,2009-01-01 +3326,Czech Republic,From 25 to 54 years,Thousand persons,Males,Active population,2248.0,2009-01-01 +3327,Czech Republic,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2140.0,2009-01-01 +3328,Czech Republic,From 25 to 54 years,Thousand persons,Females,Active population,1803.0,2009-01-01 +3329,Czech Republic,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1671.0,2009-01-01 +3330,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Active population,87.7,2009-01-01 +3331,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.5,2009-01-01 +3332,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Active population,95.1,2009-01-01 +3333,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.5,2009-01-01 +3334,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Active population,79.9,2009-01-01 +3335,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.1,2009-01-01 +3336,Czech Republic,From 55 to 64 years,Thousand persons,Total,Active population,734.0,2009-01-01 +3337,Czech Republic,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),692.0,2009-01-01 +3338,Czech Republic,From 55 to 64 years,Thousand persons,Males,Active population,448.0,2009-01-01 +3339,Czech Republic,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),423.0,2009-01-01 +3340,Czech Republic,From 55 to 64 years,Thousand persons,Females,Active population,286.0,2009-01-01 +3341,Czech Republic,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),269.0,2009-01-01 +3342,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Active population,49.6,2009-01-01 +3343,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.8,2009-01-01 +3344,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Active population,63.2,2009-01-01 +3345,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.6,2009-01-01 +3346,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Active population,37.2,2009-01-01 +3347,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.0,2009-01-01 +3348,Denmark,From 15 to 24 years,Thousand persons,Total,Active population,467.0,2009-01-01 +3349,Denmark,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),411.0,2009-01-01 +3350,Denmark,From 15 to 24 years,Thousand persons,Males,Active population,241.0,2009-01-01 +3351,Denmark,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),209.0,2009-01-01 +3352,Denmark,From 15 to 24 years,Thousand persons,Females,Active population,226.0,2009-01-01 +3353,Denmark,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),203.0,2009-01-01 +3354,Denmark,From 15 to 24 years,Percentage of total population,Total,Active population,70.9,2009-01-01 +3355,Denmark,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),62.5,2009-01-01 +3356,Denmark,From 15 to 24 years,Percentage of total population,Males,Active population,71.7,2009-01-01 +3357,Denmark,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),62.2,2009-01-01 +3358,Denmark,From 15 to 24 years,Percentage of total population,Females,Active population,70.0,2009-01-01 +3359,Denmark,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),62.8,2009-01-01 +3360,Denmark,From 25 to 54 years,Thousand persons,Total,Active population,1993.0,2009-01-01 +3361,Denmark,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1889.0,2009-01-01 +3362,Denmark,From 25 to 54 years,Thousand persons,Males,Active population,1037.0,2009-01-01 +3363,Denmark,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),978.0,2009-01-01 +3364,Denmark,From 25 to 54 years,Thousand persons,Females,Active population,956.0,2009-01-01 +3365,Denmark,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),912.0,2009-01-01 +3366,Denmark,From 25 to 54 years,Percentage of total population,Total,Active population,89.4,2009-01-01 +3367,Denmark,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.7,2009-01-01 +3368,Denmark,From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2009-01-01 +3369,Denmark,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.9,2009-01-01 +3370,Denmark,From 25 to 54 years,Percentage of total population,Females,Active population,86.5,2009-01-01 +3371,Denmark,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.5,2009-01-01 +3372,Denmark,From 55 to 64 years,Thousand persons,Total,Active population,442.0,2009-01-01 +3373,Denmark,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),423.0,2009-01-01 +3374,Denmark,From 55 to 64 years,Thousand persons,Males,Active population,246.0,2009-01-01 +3375,Denmark,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),235.0,2009-01-01 +3376,Denmark,From 55 to 64 years,Thousand persons,Females,Active population,195.0,2009-01-01 +3377,Denmark,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),189.0,2009-01-01 +3378,Denmark,From 55 to 64 years,Percentage of total population,Total,Active population,60.8,2009-01-01 +3379,Denmark,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),58.2,2009-01-01 +3380,Denmark,From 55 to 64 years,Percentage of total population,Males,Active population,68.1,2009-01-01 +3381,Denmark,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),64.9,2009-01-01 +3382,Denmark,From 55 to 64 years,Percentage of total population,Females,Active population,53.5,2009-01-01 +3383,Denmark,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),51.7,2009-01-01 +3384,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Active population,4780.0,2009-01-01 +3385,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),4244.0,2009-01-01 +3386,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Active population,2550.0,2009-01-01 +3387,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2231.0,2009-01-01 +3388,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Active population,2231.0,2009-01-01 +3389,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),2012.0,2009-01-01 +3390,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Active population,51.8,2009-01-01 +3391,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.0,2009-01-01 +3392,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Active population,54.3,2009-01-01 +3393,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.5,2009-01-01 +3394,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Active population,49.2,2009-01-01 +3395,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.4,2009-01-01 +3396,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Active population,30301.0,2009-01-01 +3397,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),28091.0,2009-01-01 +3398,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Active population,16349.0,2009-01-01 +3399,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),15101.0,2009-01-01 +3400,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Active population,13952.0,2009-01-01 +3401,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),12990.0,2009-01-01 +3402,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Active population,87.1,2009-01-01 +3403,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.8,2009-01-01 +3404,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Active population,93.2,2009-01-01 +3405,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.1,2009-01-01 +3406,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Active population,81.0,2009-01-01 +3407,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.4,2009-01-01 +3408,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Active population,5948.0,2009-01-01 +3409,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),5473.0,2009-01-01 +3410,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Active population,3333.0,2009-01-01 +3411,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),3069.0,2009-01-01 +3412,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Active population,2615.0,2009-01-01 +3413,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),2404.0,2009-01-01 +3414,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Active population,61.0,2009-01-01 +3415,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),56.1,2009-01-01 +3416,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Active population,69.3,2009-01-01 +3417,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),63.8,2009-01-01 +3418,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Active population,52.9,2009-01-01 +3419,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),48.6,2009-01-01 +3420,Estonia,From 15 to 24 years,Thousand persons,Total,Active population,72.0,2009-01-01 +3421,Estonia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),52.0,2009-01-01 +3422,Estonia,From 15 to 24 years,Thousand persons,Males,Active population,41.0,2009-01-01 +3423,Estonia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),28.0,2009-01-01 +3424,Estonia,From 15 to 24 years,Thousand persons,Females,Active population,31.0,2009-01-01 +3425,Estonia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),24.0,2009-01-01 +3426,Estonia,From 15 to 24 years,Percentage of total population,Total,Active population,39.0,2009-01-01 +3427,Estonia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.3,2009-01-01 +3428,Estonia,From 15 to 24 years,Percentage of total population,Males,Active population,43.8,2009-01-01 +3429,Estonia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),30.0,2009-01-01 +3430,Estonia,From 15 to 24 years,Percentage of total population,Females,Active population,34.1,2009-01-01 +3431,Estonia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.7,2009-01-01 +3432,Estonia,From 25 to 54 years,Thousand persons,Total,Active population,489.0,2009-01-01 +3433,Estonia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),426.0,2009-01-01 +3434,Estonia,From 25 to 54 years,Thousand persons,Males,Active population,252.0,2009-01-01 +3435,Estonia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),213.0,2009-01-01 +3436,Estonia,From 25 to 54 years,Thousand persons,Females,Active population,236.0,2009-01-01 +3437,Estonia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),213.0,2009-01-01 +3438,Estonia,From 25 to 54 years,Percentage of total population,Total,Active population,87.8,2009-01-01 +3439,Estonia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.5,2009-01-01 +3440,Estonia,From 25 to 54 years,Percentage of total population,Males,Active population,91.9,2009-01-01 +3441,Estonia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),77.4,2009-01-01 +3442,Estonia,From 25 to 54 years,Percentage of total population,Females,Active population,83.8,2009-01-01 +3443,Estonia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.7,2009-01-01 +3444,Estonia,From 55 to 64 years,Thousand persons,Total,Active population,105.0,2009-01-01 +3445,Estonia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),95.0,2009-01-01 +3446,Estonia,From 55 to 64 years,Thousand persons,Males,Active population,46.0,2009-01-01 +3447,Estonia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),41.0,2009-01-01 +3448,Estonia,From 55 to 64 years,Thousand persons,Females,Active population,59.0,2009-01-01 +3449,Estonia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),54.0,2009-01-01 +3450,Estonia,From 55 to 64 years,Percentage of total population,Total,Active population,66.5,2009-01-01 +3451,Estonia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),60.3,2009-01-01 +3452,Estonia,From 55 to 64 years,Percentage of total population,Males,Active population,67.3,2009-01-01 +3453,Estonia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.3,2009-01-01 +3454,Estonia,From 55 to 64 years,Percentage of total population,Females,Active population,66.0,2009-01-01 +3455,Estonia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),61.1,2009-01-01 +3456,Ireland,From 15 to 24 years,Thousand persons,Total,Active population,312.0,2009-01-01 +3457,Ireland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),237.0,2009-01-01 +3458,Ireland,From 15 to 24 years,Thousand persons,Males,Active population,160.0,2009-01-01 +3459,Ireland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),111.0,2009-01-01 +3460,Ireland,From 15 to 24 years,Thousand persons,Females,Active population,152.0,2009-01-01 +3461,Ireland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),126.0,2009-01-01 +3462,Ireland,From 15 to 24 years,Percentage of total population,Total,Active population,48.5,2009-01-01 +3463,Ireland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),36.9,2009-01-01 +3464,Ireland,From 15 to 24 years,Percentage of total population,Males,Active population,49.9,2009-01-01 +3465,Ireland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),34.6,2009-01-01 +3466,Ireland,From 15 to 24 years,Percentage of total population,Females,Active population,47.1,2009-01-01 +3467,Ireland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),39.1,2009-01-01 +3468,Ireland,From 25 to 54 years,Thousand persons,Total,Active population,1628.0,2009-01-01 +3469,Ireland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1452.0,2009-01-01 +3470,Ireland,From 25 to 54 years,Thousand persons,Males,Active population,908.0,2009-01-01 +3471,Ireland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),782.0,2009-01-01 +3472,Ireland,From 25 to 54 years,Thousand persons,Females,Active population,720.0,2009-01-01 +3473,Ireland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),670.0,2009-01-01 +3474,Ireland,From 25 to 54 years,Percentage of total population,Total,Active population,81.1,2009-01-01 +3475,Ireland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),72.3,2009-01-01 +3476,Ireland,From 25 to 54 years,Percentage of total population,Males,Active population,90.3,2009-01-01 +3477,Ireland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),77.8,2009-01-01 +3478,Ireland,From 25 to 54 years,Percentage of total population,Females,Active population,71.8,2009-01-01 +3479,Ireland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.8,2009-01-01 +3480,Ireland,From 55 to 64 years,Thousand persons,Total,Active population,244.0,2009-01-01 +3481,Ireland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),228.0,2009-01-01 +3482,Ireland,From 55 to 64 years,Thousand persons,Males,Active population,150.0,2009-01-01 +3483,Ireland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),138.0,2009-01-01 +3484,Ireland,From 55 to 64 years,Thousand persons,Females,Active population,95.0,2009-01-01 +3485,Ireland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),91.0,2009-01-01 +3486,Ireland,From 55 to 64 years,Percentage of total population,Total,Active population,54.9,2009-01-01 +3487,Ireland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.3,2009-01-01 +3488,Ireland,From 55 to 64 years,Percentage of total population,Males,Active population,66.6,2009-01-01 +3489,Ireland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),61.2,2009-01-01 +3490,Ireland,From 55 to 64 years,Percentage of total population,Females,Active population,42.9,2009-01-01 +3491,Ireland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.1,2009-01-01 +3492,Greece,From 15 to 24 years,Thousand persons,Total,Active population,371.0,2009-01-01 +3493,Greece,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),276.0,2009-01-01 +3494,Greece,From 15 to 24 years,Thousand persons,Males,Active population,204.0,2009-01-01 +3495,Greece,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),165.0,2009-01-01 +3496,Greece,From 15 to 24 years,Thousand persons,Females,Active population,167.0,2009-01-01 +3497,Greece,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),111.0,2009-01-01 +3498,Greece,From 15 to 24 years,Percentage of total population,Total,Active population,30.7,2009-01-01 +3499,Greece,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),22.8,2009-01-01 +3500,Greece,From 15 to 24 years,Percentage of total population,Males,Active population,33.9,2009-01-01 +3501,Greece,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),27.3,2009-01-01 +3502,Greece,From 15 to 24 years,Percentage of total population,Females,Active population,27.4,2009-01-01 +3503,Greece,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.3,2009-01-01 +3504,Greece,From 25 to 54 years,Thousand persons,Total,Active population,4009.0,2009-01-01 +3505,Greece,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3647.0,2009-01-01 +3506,Greece,From 25 to 54 years,Thousand persons,Males,Active population,2282.0,2009-01-01 +3507,Greece,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2134.0,2009-01-01 +3508,Greece,From 25 to 54 years,Thousand persons,Females,Active population,1727.0,2009-01-01 +3509,Greece,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1513.0,2009-01-01 +3510,Greece,From 25 to 54 years,Percentage of total population,Total,Active population,82.8,2009-01-01 +3511,Greece,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.3,2009-01-01 +3512,Greece,From 25 to 54 years,Percentage of total population,Males,Active population,94.4,2009-01-01 +3513,Greece,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.3,2009-01-01 +3514,Greece,From 25 to 54 years,Percentage of total population,Females,Active population,71.1,2009-01-01 +3515,Greece,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),62.3,2009-01-01 +3516,Greece,From 55 to 64 years,Thousand persons,Total,Active population,573.0,2009-01-01 +3517,Greece,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),547.0,2009-01-01 +3518,Greece,From 55 to 64 years,Thousand persons,Males,Active population,377.0,2009-01-01 +3519,Greece,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),362.0,2009-01-01 +3520,Greece,From 55 to 64 years,Thousand persons,Females,Active population,196.0,2009-01-01 +3521,Greece,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),185.0,2009-01-01 +3522,Greece,From 55 to 64 years,Percentage of total population,Total,Active population,44.4,2009-01-01 +3523,Greece,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),42.4,2009-01-01 +3524,Greece,From 55 to 64 years,Percentage of total population,Males,Active population,60.2,2009-01-01 +3525,Greece,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),57.8,2009-01-01 +3526,Greece,From 55 to 64 years,Percentage of total population,Females,Active population,29.5,2009-01-01 +3527,Greece,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.8,2009-01-01 +3528,Spain,From 15 to 24 years,Thousand persons,Total,Active population,2244.0,2009-01-01 +3529,Spain,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1397.0,2009-01-01 +3530,Spain,From 15 to 24 years,Thousand persons,Males,Active population,1228.0,2009-01-01 +3531,Spain,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),748.0,2009-01-01 +3532,Spain,From 15 to 24 years,Thousand persons,Females,Active population,1016.0,2009-01-01 +3533,Spain,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),649.0,2009-01-01 +3534,Spain,From 15 to 24 years,Percentage of total population,Total,Active population,45.0,2009-01-01 +3535,Spain,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.0,2009-01-01 +3536,Spain,From 15 to 24 years,Percentage of total population,Males,Active population,48.2,2009-01-01 +3537,Spain,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.4,2009-01-01 +3538,Spain,From 15 to 24 years,Percentage of total population,Females,Active population,41.7,2009-01-01 +3539,Spain,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.7,2009-01-01 +3540,Spain,From 25 to 54 years,Thousand persons,Total,Active population,18378.0,2009-01-01 +3541,Spain,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),15376.0,2009-01-01 +3542,Spain,From 25 to 54 years,Thousand persons,Males,Active population,10171.0,2009-01-01 +3543,Spain,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),8529.0,2009-01-01 +3544,Spain,From 25 to 54 years,Thousand persons,Females,Active population,8208.0,2009-01-01 +3545,Spain,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),6847.0,2009-01-01 +3546,Spain,From 25 to 54 years,Percentage of total population,Total,Active population,84.8,2009-01-01 +3547,Spain,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),71.0,2009-01-01 +3548,Spain,From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2009-01-01 +3549,Spain,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),77.3,2009-01-01 +3550,Spain,From 25 to 54 years,Percentage of total population,Females,Active population,77.2,2009-01-01 +3551,Spain,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),64.4,2009-01-01 +3552,Spain,From 55 to 64 years,Thousand persons,Total,Active population,2485.0,2009-01-01 +3553,Spain,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2185.0,2009-01-01 +3554,Spain,From 55 to 64 years,Thousand persons,Males,Active population,1541.0,2009-01-01 +3555,Spain,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1366.0,2009-01-01 +3556,Spain,From 55 to 64 years,Thousand persons,Females,Active population,943.0,2009-01-01 +3557,Spain,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),818.0,2009-01-01 +3558,Spain,From 55 to 64 years,Percentage of total population,Total,Active population,50.0,2009-01-01 +3559,Spain,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.0,2009-01-01 +3560,Spain,From 55 to 64 years,Percentage of total population,Males,Active population,63.6,2009-01-01 +3561,Spain,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.4,2009-01-01 +3562,Spain,From 55 to 64 years,Percentage of total population,Females,Active population,37.1,2009-01-01 +3563,Spain,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.1,2009-01-01 +3564,,,,,,, +3565,,,,,,, +3566,,,,,,, +3567,,,,,,, +3568,,,,,,, +3569,,,,,,, +3570,,,,,,, +3571,,,,,,, +3572,,,,,,, +3573,,,,,,, +3574,,,,,,, +3575,,,,,,, +3576,,,,,,, +3577,,,,,,, +3578,,,,,,, +3579,,,,,,, +3580,,,,,,, +3581,,,,,,, +3582,,,,,,, +3583,,,,,,, +3584,,,,,,, +3585,,,,,,, +3586,,,,,,, +3587,,,,,,, +3588,,,,,,, +3589,,,,,,, +3590,,,,,,, +3591,,,,,,, +3592,,,,,,, +3593,,,,,,, +3594,,,,,,, +3595,,,,,,, +3596,,,,,,, +3597,,,,,,, +3598,,,,,,, +3599,,,,,,, +3600,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Active population,2945.0,2009-01-01 +3601,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),2269.0,2009-01-01 +3602,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Active population,1603.0,2009-01-01 +3603,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1218.0,2009-01-01 +3604,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Active population,1342.0,2009-01-01 +3605,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1051.0,2009-01-01 +3606,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Active population,39.6,2009-01-01 +3607,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.5,2009-01-01 +3608,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Active population,42.9,2009-01-01 +3609,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.6,2009-01-01 +3610,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Active population,36.2,2009-01-01 +3611,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.3,2009-01-01 +3612,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Active population,21880.0,2009-01-01 +3613,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20274.0,2009-01-01 +3614,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Active population,11440.0,2009-01-01 +3615,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10641.0,2009-01-01 +3616,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Active population,10440.0,2009-01-01 +3617,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9634.0,2009-01-01 +3618,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Active population,88.6,2009-01-01 +3619,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.1,2009-01-01 +3620,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Active population,94.3,2009-01-01 +3621,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.7,2009-01-01 +3622,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Active population,83.1,2009-01-01 +3623,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.7,2009-01-01 +3624,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Active population,3173.0,2009-01-01 +3625,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),3001.0,2009-01-01 +3626,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Active population,1640.0,2009-01-01 +3627,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1547.0,2009-01-01 +3628,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Active population,1532.0,2009-01-01 +3629,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1454.0,2009-01-01 +3630,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Active population,41.2,2009-01-01 +3631,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.9,2009-01-01 +3632,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Active population,44.0,2009-01-01 +3633,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),41.5,2009-01-01 +3634,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Active population,38.5,2009-01-01 +3635,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),36.5,2009-01-01 +3636,Croatia,From 15 to 24 years,Thousand persons,Total,Active population,188.0,2009-01-01 +3637,Croatia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),140.0,2009-01-01 +3638,Croatia,From 15 to 24 years,Thousand persons,Males,Active population,112.0,2009-01-01 +3639,Croatia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),85.0,2009-01-01 +3640,Croatia,From 15 to 24 years,Thousand persons,Females,Active population,76.0,2009-01-01 +3641,Croatia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),55.0,2009-01-01 +3642,Croatia,From 15 to 24 years,Percentage of total population,Total,Active population,36.3,2009-01-01 +3643,Croatia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),27.1,2009-01-01 +3644,Croatia,From 15 to 24 years,Percentage of total population,Males,Active population,42.4,2009-01-01 +3645,Croatia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.3,2009-01-01 +3646,Croatia,From 15 to 24 years,Percentage of total population,Females,Active population,30.0,2009-01-01 +3647,Croatia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.7,2009-01-01 +3648,Croatia,From 25 to 54 years,Thousand persons,Total,Active population,1470.0,2009-01-01 +3649,Croatia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1353.0,2009-01-01 +3650,Croatia,From 25 to 54 years,Thousand persons,Males,Active population,769.0,2009-01-01 +3651,Croatia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),721.0,2009-01-01 +3652,Croatia,From 25 to 54 years,Thousand persons,Females,Active population,701.0,2009-01-01 +3653,Croatia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),631.0,2009-01-01 +3654,Croatia,From 25 to 54 years,Percentage of total population,Total,Active population,81.2,2009-01-01 +3655,Croatia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.7,2009-01-01 +3656,Croatia,From 25 to 54 years,Percentage of total population,Males,Active population,84.5,2009-01-01 +3657,Croatia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),79.3,2009-01-01 +3658,Croatia,From 25 to 54 years,Percentage of total population,Females,Active population,77.8,2009-01-01 +3659,Croatia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.1,2009-01-01 +3660,Croatia,From 55 to 64 years,Thousand persons,Total,Active population,229.0,2009-01-01 +3661,Croatia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),215.0,2009-01-01 +3662,Croatia,From 55 to 64 years,Thousand persons,Males,Active population,138.0,2009-01-01 +3663,Croatia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),130.0,2009-01-01 +3664,Croatia,From 55 to 64 years,Thousand persons,Females,Active population,91.0,2009-01-01 +3665,Croatia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),85.0,2009-01-01 +3666,Croatia,From 55 to 64 years,Percentage of total population,Total,Active population,41.8,2009-01-01 +3667,Croatia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.4,2009-01-01 +3668,Croatia,From 55 to 64 years,Percentage of total population,Males,Active population,52.7,2009-01-01 +3669,Croatia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),49.6,2009-01-01 +3670,Croatia,From 55 to 64 years,Percentage of total population,Females,Active population,31.8,2009-01-01 +3671,Croatia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.0,2009-01-01 +3672,Italy,From 15 to 24 years,Thousand persons,Total,Active population,1725.0,2009-01-01 +3673,Italy,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1288.0,2009-01-01 +3674,Italy,From 15 to 24 years,Thousand persons,Males,Active population,1033.0,2009-01-01 +3675,Italy,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),793.0,2009-01-01 +3676,Italy,From 15 to 24 years,Thousand persons,Females,Active population,692.0,2009-01-01 +3677,Italy,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),494.0,2009-01-01 +3678,Italy,From 15 to 24 years,Percentage of total population,Total,Active population,28.8,2009-01-01 +3679,Italy,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),21.5,2009-01-01 +3680,Italy,From 15 to 24 years,Percentage of total population,Males,Active population,33.8,2009-01-01 +3681,Italy,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),25.9,2009-01-01 +3682,Italy,From 15 to 24 years,Percentage of total population,Females,Active population,23.7,2009-01-01 +3683,Italy,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),16.9,2009-01-01 +3684,Italy,From 25 to 54 years,Thousand persons,Total,Active population,19829.0,2009-01-01 +3685,Italy,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),18455.0,2009-01-01 +3686,Italy,From 25 to 54 years,Thousand persons,Males,Active population,11489.0,2009-01-01 +3687,Italy,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10818.0,2009-01-01 +3688,Italy,From 25 to 54 years,Thousand persons,Females,Active population,8341.0,2009-01-01 +3689,Italy,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),7637.0,2009-01-01 +3690,Italy,From 25 to 54 years,Percentage of total population,Total,Active population,77.2,2009-01-01 +3691,Italy,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),71.8,2009-01-01 +3692,Italy,From 25 to 54 years,Percentage of total population,Males,Active population,90.0,2009-01-01 +3693,Italy,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.7,2009-01-01 +3694,Italy,From 25 to 54 years,Percentage of total population,Females,Active population,64.6,2009-01-01 +3695,Italy,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),59.1,2009-01-01 +3696,Italy,From 55 to 64 years,Thousand persons,Total,Active population,2673.0,2009-01-01 +3697,Italy,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2582.0,2009-01-01 +3698,Italy,From 55 to 64 years,Thousand persons,Males,Active population,1705.0,2009-01-01 +3699,Italy,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1641.0,2009-01-01 +3700,Italy,From 55 to 64 years,Thousand persons,Females,Active population,968.0,2009-01-01 +3701,Italy,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),941.0,2009-01-01 +3702,Italy,From 55 to 64 years,Percentage of total population,Total,Active population,36.9,2009-01-01 +3703,Italy,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),35.6,2009-01-01 +3704,Italy,From 55 to 64 years,Percentage of total population,Males,Active population,48.4,2009-01-01 +3705,Italy,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.6,2009-01-01 +3706,Italy,From 55 to 64 years,Percentage of total population,Females,Active population,26.0,2009-01-01 +3707,Italy,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.3,2009-01-01 +3708,Cyprus,From 15 to 24 years,Thousand persons,Total,Active population,41.0,2009-01-01 +3709,Cyprus,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),35.0,2009-01-01 +3710,Cyprus,From 15 to 24 years,Thousand persons,Males,Active population,20.0,2009-01-01 +3711,Cyprus,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),17.0,2009-01-01 +3712,Cyprus,From 15 to 24 years,Thousand persons,Females,Active population,21.0,2009-01-01 +3713,Cyprus,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),18.0,2009-01-01 +3714,Cyprus,From 15 to 24 years,Percentage of total population,Total,Active population,40.4,2009-01-01 +3715,Cyprus,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.8,2009-01-01 +3716,Cyprus,From 15 to 24 years,Percentage of total population,Males,Active population,42.1,2009-01-01 +3717,Cyprus,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),36.4,2009-01-01 +3718,Cyprus,From 15 to 24 years,Percentage of total population,Females,Active population,38.8,2009-01-01 +3719,Cyprus,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.3,2009-01-01 +3720,Cyprus,From 25 to 54 years,Thousand persons,Total,Active population,300.0,2009-01-01 +3721,Cyprus,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),286.0,2009-01-01 +3722,Cyprus,From 25 to 54 years,Thousand persons,Males,Active population,155.0,2009-01-01 +3723,Cyprus,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),148.0,2009-01-01 +3724,Cyprus,From 25 to 54 years,Thousand persons,Females,Active population,146.0,2009-01-01 +3725,Cyprus,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),139.0,2009-01-01 +3726,Cyprus,From 25 to 54 years,Percentage of total population,Total,Active population,86.3,2009-01-01 +3727,Cyprus,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.3,2009-01-01 +3728,Cyprus,From 25 to 54 years,Percentage of total population,Males,Active population,93.5,2009-01-01 +3729,Cyprus,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.2,2009-01-01 +3730,Cyprus,From 25 to 54 years,Percentage of total population,Females,Active population,79.8,2009-01-01 +3731,Cyprus,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.2,2009-01-01 +3732,Cyprus,From 55 to 64 years,Thousand persons,Total,Active population,52.0,2009-01-01 +3733,Cyprus,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),49.0,2009-01-01 +3734,Cyprus,From 55 to 64 years,Thousand persons,Males,Active population,33.0,2009-01-01 +3735,Cyprus,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),31.0,2009-01-01 +3736,Cyprus,From 55 to 64 years,Thousand persons,Females,Active population,19.0,2009-01-01 +3737,Cyprus,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),18.0,2009-01-01 +3738,Cyprus,From 55 to 64 years,Percentage of total population,Total,Active population,58.2,2009-01-01 +3739,Cyprus,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.7,2009-01-01 +3740,Cyprus,From 55 to 64 years,Percentage of total population,Males,Active population,74.4,2009-01-01 +3741,Cyprus,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),71.2,2009-01-01 +3742,Cyprus,From 55 to 64 years,Percentage of total population,Females,Active population,42.3,2009-01-01 +3743,Cyprus,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),40.6,2009-01-01 +3744,Latvia,From 15 to 24 years,Thousand persons,Total,Active population,131.0,2009-01-01 +3745,Latvia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),87.0,2009-01-01 +3746,Latvia,From 15 to 24 years,Thousand persons,Males,Active population,75.0,2009-01-01 +3747,Latvia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),48.0,2009-01-01 +3748,Latvia,From 15 to 24 years,Thousand persons,Females,Active population,56.0,2009-01-01 +3749,Latvia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),40.0,2009-01-01 +3750,Latvia,From 15 to 24 years,Percentage of total population,Total,Active population,41.2,2009-01-01 +3751,Latvia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),27.5,2009-01-01 +3752,Latvia,From 15 to 24 years,Percentage of total population,Males,Active population,46.4,2009-01-01 +3753,Latvia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.5,2009-01-01 +3754,Latvia,From 15 to 24 years,Percentage of total population,Females,Active population,35.9,2009-01-01 +3755,Latvia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.4,2009-01-01 +3756,Latvia,From 25 to 54 years,Thousand persons,Total,Active population,791.0,2009-01-01 +3757,Latvia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),663.0,2009-01-01 +3758,Latvia,From 25 to 54 years,Thousand persons,Males,Active population,395.0,2009-01-01 +3759,Latvia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),320.0,2009-01-01 +3760,Latvia,From 25 to 54 years,Thousand persons,Females,Active population,395.0,2009-01-01 +3761,Latvia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),343.0,2009-01-01 +3762,Latvia,From 25 to 54 years,Percentage of total population,Total,Active population,88.4,2009-01-01 +3763,Latvia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.1,2009-01-01 +3764,Latvia,From 25 to 54 years,Percentage of total population,Males,Active population,91.1,2009-01-01 +3765,Latvia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),73.7,2009-01-01 +3766,Latvia,From 25 to 54 years,Percentage of total population,Females,Active population,85.9,2009-01-01 +3767,Latvia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.5,2009-01-01 +3768,Latvia,From 55 to 64 years,Thousand persons,Total,Active population,147.0,2009-01-01 +3769,Latvia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),127.0,2009-01-01 +3770,Latvia,From 55 to 64 years,Thousand persons,Males,Active population,64.0,2009-01-01 +3771,Latvia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),53.0,2009-01-01 +3772,Latvia,From 55 to 64 years,Thousand persons,Females,Active population,83.0,2009-01-01 +3773,Latvia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),74.0,2009-01-01 +3774,Latvia,From 55 to 64 years,Percentage of total population,Total,Active population,60.9,2009-01-01 +3775,Latvia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),52.5,2009-01-01 +3776,Latvia,From 55 to 64 years,Percentage of total population,Males,Active population,62.8,2009-01-01 +3777,Latvia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),51.8,2009-01-01 +3778,Latvia,From 55 to 64 years,Percentage of total population,Females,Active population,59.5,2009-01-01 +3779,Latvia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),53.0,2009-01-01 +3780,Lithuania,From 15 to 24 years,Thousand persons,Total,Active population,139.0,2009-01-01 +3781,Lithuania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),98.0,2009-01-01 +3782,Lithuania,From 15 to 24 years,Thousand persons,Males,Active population,79.0,2009-01-01 +3783,Lithuania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),51.0,2009-01-01 +3784,Lithuania,From 15 to 24 years,Thousand persons,Females,Active population,60.0,2009-01-01 +3785,Lithuania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),47.0,2009-01-01 +3786,Lithuania,From 15 to 24 years,Percentage of total population,Total,Active population,29.3,2009-01-01 +3787,Lithuania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),20.6,2009-01-01 +3788,Lithuania,From 15 to 24 years,Percentage of total population,Males,Active population,32.7,2009-01-01 +3789,Lithuania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),21.2,2009-01-01 +3790,Lithuania,From 15 to 24 years,Percentage of total population,Females,Active population,25.9,2009-01-01 +3791,Lithuania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.1,2009-01-01 +3792,Lithuania,From 25 to 54 years,Thousand persons,Total,Active population,1167.0,2009-01-01 +3793,Lithuania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1018.0,2009-01-01 +3794,Lithuania,From 25 to 54 years,Thousand persons,Males,Active population,573.0,2009-01-01 +3795,Lithuania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),483.0,2009-01-01 +3796,Lithuania,From 25 to 54 years,Thousand persons,Females,Active population,593.0,2009-01-01 +3797,Lithuania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),535.0,2009-01-01 +3798,Lithuania,From 25 to 54 years,Percentage of total population,Total,Active population,87.0,2009-01-01 +3799,Lithuania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.9,2009-01-01 +3800,Lithuania,From 25 to 54 years,Percentage of total population,Males,Active population,88.0,2009-01-01 +3801,Lithuania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),74.2,2009-01-01 +3802,Lithuania,From 25 to 54 years,Percentage of total population,Females,Active population,86.0,2009-01-01 +3803,Lithuania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),77.5,2009-01-01 +3804,Lithuania,From 55 to 64 years,Thousand persons,Total,Active population,194.0,2009-01-01 +3805,Lithuania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),174.0,2009-01-01 +3806,Lithuania,From 55 to 64 years,Thousand persons,Males,Active population,94.0,2009-01-01 +3807,Lithuania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),82.0,2009-01-01 +3808,Lithuania,From 55 to 64 years,Thousand persons,Females,Active population,101.0,2009-01-01 +3809,Lithuania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),92.0,2009-01-01 +3810,Lithuania,From 55 to 64 years,Percentage of total population,Total,Active population,57.2,2009-01-01 +3811,Lithuania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.2,2009-01-01 +3812,Lithuania,From 55 to 64 years,Percentage of total population,Males,Active population,63.3,2009-01-01 +3813,Lithuania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.5,2009-01-01 +3814,Lithuania,From 55 to 64 years,Percentage of total population,Females,Active population,52.4,2009-01-01 +3815,Lithuania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),47.8,2009-01-01 +3816,Luxembourg,From 15 to 24 years,Thousand persons,Total,Active population,18.0,2009-01-01 +3817,Luxembourg,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),15.0,2009-01-01 +3818,Luxembourg,From 15 to 24 years,Thousand persons,Males,Active population,10.0,2009-01-01 +3819,Luxembourg,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),8.0,2009-01-01 +3820,Luxembourg,From 15 to 24 years,Thousand persons,Females,Active population,8.0,2009-01-01 +3821,Luxembourg,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),7.0,2009-01-01 +3822,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Active population,32.3,2009-01-01 +3823,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),26.7,2009-01-01 +3824,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Active population,34.9,2009-01-01 +3825,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.1,2009-01-01 +3826,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Active population,29.5,2009-01-01 +3827,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.2,2009-01-01 +3828,Luxembourg,From 25 to 54 years,Thousand persons,Total,Active population,188.0,2009-01-01 +3829,Luxembourg,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),180.0,2009-01-01 +3830,Luxembourg,From 25 to 54 years,Thousand persons,Males,Active population,105.0,2009-01-01 +3831,Luxembourg,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),102.0,2009-01-01 +3832,Luxembourg,From 25 to 54 years,Thousand persons,Females,Active population,83.0,2009-01-01 +3833,Luxembourg,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),79.0,2009-01-01 +3834,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Active population,84.8,2009-01-01 +3835,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.2,2009-01-01 +3836,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Active population,94.1,2009-01-01 +3837,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.8,2009-01-01 +3838,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Active population,75.3,2009-01-01 +3839,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.4,2009-01-01 +3840,Luxembourg,From 55 to 64 years,Thousand persons,Total,Active population,20.0,2009-01-01 +3841,Luxembourg,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),19.0,2009-01-01 +3842,Luxembourg,From 55 to 64 years,Thousand persons,Males,Active population,12.0,2009-01-01 +3843,Luxembourg,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),12.0,2009-01-01 +3844,Luxembourg,From 55 to 64 years,Thousand persons,Females,Active population,8.0,2009-01-01 +3845,Luxembourg,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),7.0,2009-01-01 +3846,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Active population,39.4,2009-01-01 +3847,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.2,2009-01-01 +3848,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Active population,47.7,2009-01-01 +3849,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.5,2009-01-01 +3850,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Active population,30.6,2009-01-01 +3851,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.4,2009-01-01 +3852,Hungary,From 15 to 24 years,Thousand persons,Total,Active population,298.0,2009-01-01 +3853,Hungary,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),219.0,2009-01-01 +3854,Hungary,From 15 to 24 years,Thousand persons,Males,Active population,170.0,2009-01-01 +3855,Hungary,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),123.0,2009-01-01 +3856,Hungary,From 15 to 24 years,Thousand persons,Females,Active population,128.0,2009-01-01 +3857,Hungary,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),96.0,2009-01-01 +3858,Hungary,From 15 to 24 years,Percentage of total population,Total,Active population,24.7,2009-01-01 +3859,Hungary,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),18.1,2009-01-01 +3860,Hungary,From 15 to 24 years,Percentage of total population,Males,Active population,27.7,2009-01-01 +3861,Hungary,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),20.0,2009-01-01 +3862,Hungary,From 15 to 24 years,Percentage of total population,Females,Active population,21.5,2009-01-01 +3863,Hungary,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),16.2,2009-01-01 +3864,Hungary,From 25 to 54 years,Thousand persons,Total,Active population,3382.0,2009-01-01 +3865,Hungary,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3073.0,2009-01-01 +3866,Hungary,From 25 to 54 years,Thousand persons,Males,Active population,1818.0,2009-01-01 +3867,Hungary,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1650.0,2009-01-01 +3868,Hungary,From 25 to 54 years,Thousand persons,Females,Active population,1564.0,2009-01-01 +3869,Hungary,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1423.0,2009-01-01 +3870,Hungary,From 25 to 54 years,Percentage of total population,Total,Active population,80.3,2009-01-01 +3871,Hungary,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),72.9,2009-01-01 +3872,Hungary,From 25 to 54 years,Percentage of total population,Males,Active population,87.1,2009-01-01 +3873,Hungary,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),79.1,2009-01-01 +3874,Hungary,From 25 to 54 years,Percentage of total population,Females,Active population,73.6,2009-01-01 +3875,Hungary,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.9,2009-01-01 +3876,Hungary,From 55 to 64 years,Thousand persons,Total,Active population,455.0,2009-01-01 +3877,Hungary,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),425.0,2009-01-01 +3878,Hungary,From 55 to 64 years,Thousand persons,Males,Active population,250.0,2009-01-01 +3879,Hungary,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),233.0,2009-01-01 +3880,Hungary,From 55 to 64 years,Thousand persons,Females,Active population,205.0,2009-01-01 +3881,Hungary,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),192.0,2009-01-01 +3882,Hungary,From 55 to 64 years,Percentage of total population,Total,Active population,34.1,2009-01-01 +3883,Hungary,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.9,2009-01-01 +3884,Hungary,From 55 to 64 years,Percentage of total population,Males,Active population,41.5,2009-01-01 +3885,Hungary,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),38.7,2009-01-01 +3886,Hungary,From 55 to 64 years,Percentage of total population,Females,Active population,28.1,2009-01-01 +3887,Hungary,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.3,2009-01-01 +3888,Malta,From 15 to 24 years,Thousand persons,Total,Active population,29.0,2009-01-01 +3889,Malta,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),25.0,2009-01-01 +3890,Malta,From 15 to 24 years,Thousand persons,Males,Active population,16.0,2009-01-01 +3891,Malta,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),13.0,2009-01-01 +3892,Malta,From 15 to 24 years,Thousand persons,Females,Active population,13.0,2009-01-01 +3893,Malta,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),12.0,2009-01-01 +3894,Malta,From 15 to 24 years,Percentage of total population,Total,Active population,51.6,2009-01-01 +3895,Malta,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.1,2009-01-01 +3896,Malta,From 15 to 24 years,Percentage of total population,Males,Active population,54.6,2009-01-01 +3897,Malta,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.8,2009-01-01 +3898,Malta,From 15 to 24 years,Percentage of total population,Females,Active population,48.3,2009-01-01 +3899,Malta,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.2,2009-01-01 +3900,Malta,From 25 to 54 years,Thousand persons,Total,Active population,122.0,2009-01-01 +3901,Malta,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),116.0,2009-01-01 +3902,Malta,From 25 to 54 years,Thousand persons,Males,Active population,82.0,2009-01-01 +3903,Malta,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),78.0,2009-01-01 +3904,Malta,From 25 to 54 years,Thousand persons,Females,Active population,41.0,2009-01-01 +3905,Malta,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),38.0,2009-01-01 +3906,Malta,From 25 to 54 years,Percentage of total population,Total,Active population,71.9,2009-01-01 +3907,Malta,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),68.1,2009-01-01 +3908,Malta,From 25 to 54 years,Percentage of total population,Males,Active population,93.9,2009-01-01 +3909,Malta,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.3,2009-01-01 +3910,Malta,From 25 to 54 years,Percentage of total population,Females,Active population,48.9,2009-01-01 +3911,Malta,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.9,2009-01-01 +3912,Malta,From 55 to 64 years,Thousand persons,Total,Active population,18.0,2009-01-01 +3913,Malta,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),17.0,2009-01-01 +3914,Malta,From 55 to 64 years,Thousand persons,Males,Active population,14.0,2009-01-01 +3915,Malta,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),13.0,2009-01-01 +3916,Malta,From 55 to 64 years,Thousand persons,Females,Active population,4.0,2009-01-01 +3917,Malta,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),4.0,2009-01-01 +3918,Malta,From 55 to 64 years,Percentage of total population,Total,Active population,30.9,2009-01-01 +3919,Malta,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),29.1,2009-01-01 +3920,Malta,From 55 to 64 years,Percentage of total population,Males,Active population,48.9,2009-01-01 +3921,Malta,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.3,2009-01-01 +3922,Malta,From 55 to 64 years,Percentage of total population,Females,Active population,13.2,2009-01-01 +3923,Malta,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),12.2,2009-01-01 +3924,Netherlands,From 15 to 24 years,Thousand persons,Total,Active population,1447.0,2009-01-01 +3925,Netherlands,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1352.0,2009-01-01 +3926,Netherlands,From 15 to 24 years,Thousand persons,Males,Active population,734.0,2009-01-01 +3927,Netherlands,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),682.0,2009-01-01 +3928,Netherlands,From 15 to 24 years,Thousand persons,Females,Active population,714.0,2009-01-01 +3929,Netherlands,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),670.0,2009-01-01 +3930,Netherlands,From 15 to 24 years,Percentage of total population,Total,Active population,72.8,2009-01-01 +3931,Netherlands,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),68.0,2009-01-01 +3932,Netherlands,From 15 to 24 years,Percentage of total population,Males,Active population,72.7,2009-01-01 +3933,Netherlands,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),67.5,2009-01-01 +3934,Netherlands,From 15 to 24 years,Percentage of total population,Females,Active population,72.9,2009-01-01 +3935,Netherlands,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),68.4,2009-01-01 +3936,Netherlands,From 25 to 54 years,Thousand persons,Total,Active population,6089.0,2009-01-01 +3937,Netherlands,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),5924.0,2009-01-01 +3938,Netherlands,From 25 to 54 years,Thousand persons,Males,Active population,3247.0,2009-01-01 +3939,Netherlands,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3163.0,2009-01-01 +3940,Netherlands,From 25 to 54 years,Thousand persons,Females,Active population,2842.0,2009-01-01 +3941,Netherlands,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2761.0,2009-01-01 +3942,Netherlands,From 25 to 54 years,Percentage of total population,Total,Active population,88.8,2009-01-01 +3943,Netherlands,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),86.3,2009-01-01 +3944,Netherlands,From 25 to 54 years,Percentage of total population,Males,Active population,94.4,2009-01-01 +3945,Netherlands,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),92.0,2009-01-01 +3946,Netherlands,From 25 to 54 years,Percentage of total population,Females,Active population,83.0,2009-01-01 +3947,Netherlands,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.7,2009-01-01 +3948,Netherlands,From 55 to 64 years,Thousand persons,Total,Active population,1205.0,2009-01-01 +3949,Netherlands,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1168.0,2009-01-01 +3950,Netherlands,From 55 to 64 years,Thousand persons,Males,Active population,719.0,2009-01-01 +3951,Netherlands,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),696.0,2009-01-01 +3952,Netherlands,From 55 to 64 years,Thousand persons,Females,Active population,486.0,2009-01-01 +3953,Netherlands,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),472.0,2009-01-01 +3954,Netherlands,From 55 to 64 years,Percentage of total population,Total,Active population,56.8,2009-01-01 +3955,Netherlands,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.1,2009-01-01 +3956,Netherlands,From 55 to 64 years,Percentage of total population,Males,Active population,67.6,2009-01-01 +3957,Netherlands,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),65.4,2009-01-01 +3958,Netherlands,From 55 to 64 years,Percentage of total population,Females,Active population,46.0,2009-01-01 +3959,Netherlands,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.7,2009-01-01 +3960,Austria,From 15 to 24 years,Thousand persons,Total,Active population,587.0,2009-01-01 +3961,Austria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),525.0,2009-01-01 +3962,Austria,From 15 to 24 years,Thousand persons,Males,Active population,308.0,2009-01-01 +3963,Austria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),274.0,2009-01-01 +3964,Austria,From 15 to 24 years,Thousand persons,Females,Active population,279.0,2009-01-01 +3965,Austria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),251.0,2009-01-01 +3966,Austria,From 15 to 24 years,Percentage of total population,Total,Active population,59.5,2009-01-01 +3967,Austria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.1,2009-01-01 +3968,Austria,From 15 to 24 years,Percentage of total population,Males,Active population,62.9,2009-01-01 +3969,Austria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.8,2009-01-01 +3970,Austria,From 15 to 24 years,Percentage of total population,Females,Active population,56.2,2009-01-01 +3971,Austria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),50.5,2009-01-01 +3972,Austria,From 25 to 54 years,Thousand persons,Total,Active population,3168.0,2009-01-01 +3973,Austria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3018.0,2009-01-01 +3974,Austria,From 25 to 54 years,Thousand persons,Males,Active population,1675.0,2009-01-01 +3975,Austria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1592.0,2009-01-01 +3976,Austria,From 25 to 54 years,Thousand persons,Females,Active population,1493.0,2009-01-01 +3977,Austria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1426.0,2009-01-01 +3978,Austria,From 25 to 54 years,Percentage of total population,Total,Active population,87.0,2009-01-01 +3979,Austria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.9,2009-01-01 +3980,Austria,From 25 to 54 years,Percentage of total population,Males,Active population,91.9,2009-01-01 +3981,Austria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.4,2009-01-01 +3982,Austria,From 25 to 54 years,Percentage of total population,Females,Active population,82.1,2009-01-01 +3983,Austria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.4,2009-01-01 +3984,Austria,From 55 to 64 years,Thousand persons,Total,Active population,376.0,2009-01-01 +3985,Austria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),366.0,2009-01-01 +3986,Austria,From 55 to 64 years,Thousand persons,Males,Active population,228.0,2009-01-01 +3987,Austria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),221.0,2009-01-01 +3988,Austria,From 55 to 64 years,Thousand persons,Females,Active population,149.0,2009-01-01 +3989,Austria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),145.0,2009-01-01 +3990,Austria,From 55 to 64 years,Percentage of total population,Total,Active population,40.5,2009-01-01 +3991,Austria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.4,2009-01-01 +3992,Austria,From 55 to 64 years,Percentage of total population,Males,Active population,50.5,2009-01-01 +3993,Austria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),49.1,2009-01-01 +3994,Austria,From 55 to 64 years,Percentage of total population,Females,Active population,31.1,2009-01-01 +3995,Austria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.3,2009-01-01 +3996,Poland,From 15 to 24 years,Thousand persons,Total,Active population,1759.0,2009-01-01 +3997,Poland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1396.0,2009-01-01 +3998,Poland,From 15 to 24 years,Thousand persons,Males,Active population,1000.0,2009-01-01 +3999,Poland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),798.0,2009-01-01 +4000,Poland,From 15 to 24 years,Thousand persons,Females,Active population,759.0,2009-01-01 +4001,Poland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),598.0,2009-01-01 +4002,Poland,From 15 to 24 years,Percentage of total population,Total,Active population,33.8,2009-01-01 +4003,Poland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),26.8,2009-01-01 +4004,Poland,From 15 to 24 years,Percentage of total population,Males,Active population,38.1,2009-01-01 +4005,Poland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),30.4,2009-01-01 +4006,Poland,From 15 to 24 years,Percentage of total population,Females,Active population,29.4,2009-01-01 +4007,Poland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.2,2009-01-01 +4008,Poland,From 25 to 54 years,Thousand persons,Total,Active population,13631.0,2009-01-01 +4009,Poland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),12689.0,2009-01-01 +4010,Poland,From 25 to 54 years,Thousand persons,Males,Active population,7253.0,2009-01-01 +4011,Poland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),6793.0,2009-01-01 +4012,Poland,From 25 to 54 years,Thousand persons,Females,Active population,6379.0,2009-01-01 +4013,Poland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),5896.0,2009-01-01 +4014,Poland,From 25 to 54 years,Percentage of total population,Total,Active population,83.4,2009-01-01 +4015,Poland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.6,2009-01-01 +4016,Poland,From 25 to 54 years,Percentage of total population,Males,Active population,89.4,2009-01-01 +4017,Poland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.7,2009-01-01 +4018,Poland,From 25 to 54 years,Percentage of total population,Females,Active population,77.5,2009-01-01 +4019,Poland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.6,2009-01-01 +4020,Poland,From 55 to 64 years,Thousand persons,Total,Active population,1649.0,2009-01-01 +4021,Poland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1545.0,2009-01-01 +4022,Poland,From 55 to 64 years,Thousand persons,Males,Active population,1058.0,2009-01-01 +4023,Poland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),987.0,2009-01-01 +4024,Poland,From 55 to 64 years,Thousand persons,Females,Active population,591.0,2009-01-01 +4025,Poland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),558.0,2009-01-01 +4026,Poland,From 55 to 64 years,Percentage of total population,Total,Active population,34.5,2009-01-01 +4027,Poland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.3,2009-01-01 +4028,Poland,From 55 to 64 years,Percentage of total population,Males,Active population,47.5,2009-01-01 +4029,Poland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),44.3,2009-01-01 +4030,Poland,From 55 to 64 years,Percentage of total population,Females,Active population,23.2,2009-01-01 +4031,Poland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.9,2009-01-01 +4032,Portugal,From 15 to 24 years,Thousand persons,Total,Active population,455.0,2009-01-01 +4033,Portugal,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),363.0,2009-01-01 +4034,Portugal,From 15 to 24 years,Thousand persons,Males,Active population,240.0,2009-01-01 +4035,Portugal,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),194.0,2009-01-01 +4036,Portugal,From 15 to 24 years,Thousand persons,Females,Active population,215.0,2009-01-01 +4037,Portugal,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),169.0,2009-01-01 +4038,Portugal,From 15 to 24 years,Percentage of total population,Total,Active population,38.7,2009-01-01 +4039,Portugal,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.8,2009-01-01 +4040,Portugal,From 15 to 24 years,Percentage of total population,Males,Active population,40.1,2009-01-01 +4041,Portugal,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.5,2009-01-01 +4042,Portugal,From 15 to 24 years,Percentage of total population,Females,Active population,37.2,2009-01-01 +4043,Portugal,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.2,2009-01-01 +4044,Portugal,From 25 to 54 years,Thousand persons,Total,Active population,4023.0,2009-01-01 +4045,Portugal,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3651.0,2009-01-01 +4046,Portugal,From 25 to 54 years,Thousand persons,Males,Active population,2074.0,2009-01-01 +4047,Portugal,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1899.0,2009-01-01 +4048,Portugal,From 25 to 54 years,Thousand persons,Females,Active population,1949.0,2009-01-01 +4049,Portugal,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1753.0,2009-01-01 +4050,Portugal,From 25 to 54 years,Percentage of total population,Total,Active population,87.8,2009-01-01 +4051,Portugal,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.7,2009-01-01 +4052,Portugal,From 25 to 54 years,Percentage of total population,Males,Active population,92.5,2009-01-01 +4053,Portugal,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.7,2009-01-01 +4054,Portugal,From 25 to 54 years,Percentage of total population,Females,Active population,83.3,2009-01-01 +4055,Portugal,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.9,2009-01-01 +4056,Portugal,From 55 to 64 years,Thousand persons,Total,Active population,683.0,2009-01-01 +4057,Portugal,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),631.0,2009-01-01 +4058,Portugal,From 55 to 64 years,Thousand persons,Males,Active population,374.0,2009-01-01 +4059,Portugal,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),343.0,2009-01-01 +4060,Portugal,From 55 to 64 years,Thousand persons,Females,Active population,309.0,2009-01-01 +4061,Portugal,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),288.0,2009-01-01 +4062,Portugal,From 55 to 64 years,Percentage of total population,Total,Active population,53.8,2009-01-01 +4063,Portugal,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),49.7,2009-01-01 +4064,Portugal,From 55 to 64 years,Percentage of total population,Males,Active population,62.6,2009-01-01 +4065,Portugal,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),57.5,2009-01-01 +4066,Portugal,From 55 to 64 years,Percentage of total population,Females,Active population,46.0,2009-01-01 +4067,Portugal,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.8,2009-01-01 +4068,Romania,From 15 to 24 years,Thousand persons,Total,Active population,949.0,2009-01-01 +4069,Romania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),752.0,2009-01-01 +4070,Romania,From 15 to 24 years,Thousand persons,Males,Active population,562.0,2009-01-01 +4071,Romania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),443.0,2009-01-01 +4072,Romania,From 15 to 24 years,Thousand persons,Females,Active population,387.0,2009-01-01 +4073,Romania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),309.0,2009-01-01 +4074,Romania,From 15 to 24 years,Percentage of total population,Total,Active population,30.9,2009-01-01 +4075,Romania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.5,2009-01-01 +4076,Romania,From 15 to 24 years,Percentage of total population,Males,Active population,35.9,2009-01-01 +4077,Romania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),28.3,2009-01-01 +4078,Romania,From 15 to 24 years,Percentage of total population,Females,Active population,25.8,2009-01-01 +4079,Romania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.6,2009-01-01 +4080,Romania,From 25 to 54 years,Thousand persons,Total,Active population,7452.0,2009-01-01 +4081,Romania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),7001.0,2009-01-01 +4082,Romania,From 25 to 54 years,Thousand persons,Males,Active population,4122.0,2009-01-01 +4083,Romania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3843.0,2009-01-01 +4084,Romania,From 25 to 54 years,Thousand persons,Females,Active population,3329.0,2009-01-01 +4085,Romania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),3157.0,2009-01-01 +4086,Romania,From 25 to 54 years,Percentage of total population,Total,Active population,78.5,2009-01-01 +4087,Romania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),73.7,2009-01-01 +4088,Romania,From 25 to 54 years,Percentage of total population,Males,Active population,86.3,2009-01-01 +4089,Romania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),80.5,2009-01-01 +4090,Romania,From 25 to 54 years,Percentage of total population,Females,Active population,70.6,2009-01-01 +4091,Romania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.9,2009-01-01 +4092,Romania,From 55 to 64 years,Thousand persons,Total,Active population,1085.0,2009-01-01 +4093,Romania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1052.0,2009-01-01 +4094,Romania,From 55 to 64 years,Thousand persons,Males,Active population,629.0,2009-01-01 +4095,Romania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),603.0,2009-01-01 +4096,Romania,From 55 to 64 years,Thousand persons,Females,Active population,456.0,2009-01-01 +4097,Romania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),449.0,2009-01-01 +4098,Romania,From 55 to 64 years,Percentage of total population,Total,Active population,43.9,2009-01-01 +4099,Romania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),42.6,2009-01-01 +4100,Romania,From 55 to 64 years,Percentage of total population,Males,Active population,54.5,2009-01-01 +4101,Romania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.3,2009-01-01 +4102,Romania,From 55 to 64 years,Percentage of total population,Females,Active population,34.7,2009-01-01 +4103,Romania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.1,2009-01-01 +4104,Slovenia,From 15 to 24 years,Thousand persons,Total,Active population,101.0,2009-01-01 +4105,Slovenia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),87.0,2009-01-01 +4106,Slovenia,From 15 to 24 years,Thousand persons,Males,Active population,59.0,2009-01-01 +4107,Slovenia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),51.0,2009-01-01 +4108,Slovenia,From 15 to 24 years,Thousand persons,Females,Active population,41.0,2009-01-01 +4109,Slovenia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),36.0,2009-01-01 +4110,Slovenia,From 15 to 24 years,Percentage of total population,Total,Active population,40.9,2009-01-01 +4111,Slovenia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),35.3,2009-01-01 +4112,Slovenia,From 15 to 24 years,Percentage of total population,Males,Active population,45.4,2009-01-01 +4113,Slovenia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),39.1,2009-01-01 +4114,Slovenia,From 15 to 24 years,Percentage of total population,Females,Active population,35.8,2009-01-01 +4115,Slovenia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.0,2009-01-01 +4116,Slovenia,From 25 to 54 years,Thousand persons,Total,Active population,823.0,2009-01-01 +4117,Slovenia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),779.0,2009-01-01 +4118,Slovenia,From 25 to 54 years,Thousand persons,Males,Active population,430.0,2009-01-01 +4119,Slovenia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),407.0,2009-01-01 +4120,Slovenia,From 25 to 54 years,Thousand persons,Females,Active population,393.0,2009-01-01 +4121,Slovenia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),372.0,2009-01-01 +4122,Slovenia,From 25 to 54 years,Percentage of total population,Total,Active population,89.6,2009-01-01 +4123,Slovenia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.8,2009-01-01 +4124,Slovenia,From 25 to 54 years,Percentage of total population,Males,Active population,91.3,2009-01-01 +4125,Slovenia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.4,2009-01-01 +4126,Slovenia,From 25 to 54 years,Percentage of total population,Females,Active population,87.9,2009-01-01 +4127,Slovenia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),83.2,2009-01-01 +4128,Slovenia,From 55 to 64 years,Thousand persons,Total,Active population,92.0,2009-01-01 +4129,Slovenia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),89.0,2009-01-01 +4130,Slovenia,From 55 to 64 years,Thousand persons,Males,Active population,60.0,2009-01-01 +4131,Slovenia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),58.0,2009-01-01 +4132,Slovenia,From 55 to 64 years,Thousand persons,Females,Active population,32.0,2009-01-01 +4133,Slovenia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),31.0,2009-01-01 +4134,Slovenia,From 55 to 64 years,Percentage of total population,Total,Active population,36.9,2009-01-01 +4135,Slovenia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),35.6,2009-01-01 +4136,Slovenia,From 55 to 64 years,Percentage of total population,Males,Active population,48.2,2009-01-01 +4137,Slovenia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.4,2009-01-01 +4138,Slovenia,From 55 to 64 years,Percentage of total population,Females,Active population,25.6,2009-01-01 +4139,Slovenia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.8,2009-01-01 +4140,Slovakia,From 15 to 24 years,Thousand persons,Total,Active population,256.0,2009-01-01 +4141,Slovakia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),186.0,2009-01-01 +4142,Slovakia,From 15 to 24 years,Thousand persons,Males,Active population,155.0,2009-01-01 +4143,Slovakia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),112.0,2009-01-01 +4144,Slovakia,From 15 to 24 years,Thousand persons,Females,Active population,101.0,2009-01-01 +4145,Slovakia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),74.0,2009-01-01 +4146,Slovakia,From 15 to 24 years,Percentage of total population,Total,Active population,31.4,2009-01-01 +4147,Slovakia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),22.8,2009-01-01 +4148,Slovakia,From 15 to 24 years,Percentage of total population,Males,Active population,37.1,2009-01-01 +4149,Slovakia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),26.8,2009-01-01 +4150,Slovakia,From 15 to 24 years,Percentage of total population,Females,Active population,25.4,2009-01-01 +4151,Slovakia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.7,2009-01-01 +4152,Slovakia,From 25 to 54 years,Thousand persons,Total,Active population,2154.0,2009-01-01 +4153,Slovakia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1921.0,2009-01-01 +4154,Slovakia,From 25 to 54 years,Thousand persons,Males,Active population,1164.0,2009-01-01 +4155,Slovakia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1047.0,2009-01-01 +4156,Slovakia,From 25 to 54 years,Thousand persons,Females,Active population,990.0,2009-01-01 +4157,Slovakia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),874.0,2009-01-01 +4158,Slovakia,From 25 to 54 years,Percentage of total population,Total,Active population,87.2,2009-01-01 +4159,Slovakia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.8,2009-01-01 +4160,Slovakia,From 25 to 54 years,Percentage of total population,Males,Active population,93.6,2009-01-01 +4161,Slovakia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.2,2009-01-01 +4162,Slovakia,From 25 to 54 years,Percentage of total population,Females,Active population,80.7,2009-01-01 +4163,Slovakia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.2,2009-01-01 +4164,Slovakia,From 55 to 64 years,Thousand persons,Total,Active population,270.0,2009-01-01 +4165,Slovakia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),249.0,2009-01-01 +4166,Slovakia,From 55 to 64 years,Thousand persons,Males,Active population,172.0,2009-01-01 +4167,Slovakia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),161.0,2009-01-01 +4168,Slovakia,From 55 to 64 years,Thousand persons,Females,Active population,98.0,2009-01-01 +4169,Slovakia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),88.0,2009-01-01 +4170,Slovakia,From 55 to 64 years,Percentage of total population,Total,Active population,42.8,2009-01-01 +4171,Slovakia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.5,2009-01-01 +4172,Slovakia,From 55 to 64 years,Percentage of total population,Males,Active population,58.7,2009-01-01 +4173,Slovakia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.9,2009-01-01 +4174,Slovakia,From 55 to 64 years,Percentage of total population,Females,Active population,29.0,2009-01-01 +4175,Slovakia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.1,2009-01-01 +4176,Finland,From 15 to 24 years,Thousand persons,Total,Active population,322.0,2009-01-01 +4177,Finland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),253.0,2009-01-01 +4178,Finland,From 15 to 24 years,Thousand persons,Males,Active population,158.0,2009-01-01 +4179,Finland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),120.0,2009-01-01 +4180,Finland,From 15 to 24 years,Thousand persons,Females,Active population,164.0,2009-01-01 +4181,Finland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),133.0,2009-01-01 +4182,Finland,From 15 to 24 years,Percentage of total population,Total,Active population,50.4,2009-01-01 +4183,Finland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.6,2009-01-01 +4184,Finland,From 15 to 24 years,Percentage of total population,Males,Active population,49.7,2009-01-01 +4185,Finland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),37.7,2009-01-01 +4186,Finland,From 15 to 24 years,Percentage of total population,Females,Active population,51.2,2009-01-01 +4187,Finland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.5,2009-01-01 +4188,Finland,From 25 to 54 years,Thousand persons,Total,Active population,1862.0,2009-01-01 +4189,Finland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1739.0,2009-01-01 +4190,Finland,From 25 to 54 years,Thousand persons,Males,Active population,972.0,2009-01-01 +4191,Finland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),903.0,2009-01-01 +4192,Finland,From 25 to 54 years,Thousand persons,Females,Active population,890.0,2009-01-01 +4193,Finland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),836.0,2009-01-01 +4194,Finland,From 25 to 54 years,Percentage of total population,Total,Active population,88.2,2009-01-01 +4195,Finland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.4,2009-01-01 +4196,Finland,From 25 to 54 years,Percentage of total population,Males,Active population,90.6,2009-01-01 +4197,Finland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.3,2009-01-01 +4198,Finland,From 25 to 54 years,Percentage of total population,Females,Active population,85.7,2009-01-01 +4199,Finland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.5,2009-01-01 +4200,Finland,From 55 to 64 years,Thousand persons,Total,Active population,460.0,2009-01-01 +4201,Finland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),431.0,2009-01-01 +4202,Finland,From 55 to 64 years,Thousand persons,Males,Active population,225.0,2009-01-01 +4203,Finland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),210.0,2009-01-01 +4204,Finland,From 55 to 64 years,Thousand persons,Females,Active population,234.0,2009-01-01 +4205,Finland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),221.0,2009-01-01 +4206,Finland,From 55 to 64 years,Percentage of total population,Total,Active population,59.1,2009-01-01 +4207,Finland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.5,2009-01-01 +4208,Finland,From 55 to 64 years,Percentage of total population,Males,Active population,58.7,2009-01-01 +4209,Finland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.6,2009-01-01 +4210,Finland,From 55 to 64 years,Percentage of total population,Females,Active population,59.5,2009-01-01 +4211,Finland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),56.3,2009-01-01 +4212,Sweden,From 15 to 24 years,Thousand persons,Total,Active population,628.0,2009-01-01 +4213,Sweden,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),471.0,2009-01-01 +4214,Sweden,From 15 to 24 years,Thousand persons,Males,Active population,321.0,2009-01-01 +4215,Sweden,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),237.0,2009-01-01 +4216,Sweden,From 15 to 24 years,Thousand persons,Females,Active population,307.0,2009-01-01 +4217,Sweden,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),234.0,2009-01-01 +4218,Sweden,From 15 to 24 years,Percentage of total population,Total,Active population,51.0,2009-01-01 +4219,Sweden,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.3,2009-01-01 +4220,Sweden,From 15 to 24 years,Percentage of total population,Males,Active population,51.1,2009-01-01 +4221,Sweden,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),37.7,2009-01-01 +4222,Sweden,From 15 to 24 years,Percentage of total population,Females,Active population,51.0,2009-01-01 +4223,Sweden,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),38.9,2009-01-01 +4224,Sweden,From 25 to 54 years,Thousand persons,Total,Active population,3277.0,2009-01-01 +4225,Sweden,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3074.0,2009-01-01 +4226,Sweden,From 25 to 54 years,Thousand persons,Males,Active population,1721.0,2009-01-01 +4227,Sweden,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1610.0,2009-01-01 +4228,Sweden,From 25 to 54 years,Thousand persons,Females,Active population,1557.0,2009-01-01 +4229,Sweden,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1464.0,2009-01-01 +4230,Sweden,From 25 to 54 years,Percentage of total population,Total,Active population,90.0,2009-01-01 +4231,Sweden,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.5,2009-01-01 +4232,Sweden,From 25 to 54 years,Percentage of total population,Males,Active population,92.8,2009-01-01 +4233,Sweden,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.9,2009-01-01 +4234,Sweden,From 25 to 54 years,Percentage of total population,Females,Active population,87.1,2009-01-01 +4235,Sweden,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),81.9,2009-01-01 +4236,Sweden,From 55 to 64 years,Thousand persons,Total,Active population,893.0,2009-01-01 +4237,Sweden,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),846.0,2009-01-01 +4238,Sweden,From 55 to 64 years,Thousand persons,Males,Active population,471.0,2009-01-01 +4239,Sweden,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),444.0,2009-01-01 +4240,Sweden,From 55 to 64 years,Thousand persons,Females,Active population,422.0,2009-01-01 +4241,Sweden,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),403.0,2009-01-01 +4242,Sweden,From 55 to 64 years,Percentage of total population,Total,Active population,73.9,2009-01-01 +4243,Sweden,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),70.0,2009-01-01 +4244,Sweden,From 55 to 64 years,Percentage of total population,Males,Active population,77.8,2009-01-01 +4245,Sweden,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),73.2,2009-01-01 +4246,Sweden,From 55 to 64 years,Percentage of total population,Females,Active population,69.9,2009-01-01 +4247,Sweden,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.7,2009-01-01 +4248,United Kingdom,From 15 to 24 years,Thousand persons,Total,Active population,4594.0,2009-01-01 +4249,United Kingdom,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3715.0,2009-01-01 +4250,United Kingdom,From 15 to 24 years,Thousand persons,Males,Active population,2386.0,2009-01-01 +4251,United Kingdom,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1863.0,2009-01-01 +4252,United Kingdom,From 15 to 24 years,Thousand persons,Females,Active population,2208.0,2009-01-01 +4253,United Kingdom,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1852.0,2009-01-01 +4254,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Active population,59.2,2009-01-01 +4255,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.9,2009-01-01 +4256,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Active population,61.3,2009-01-01 +4257,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.9,2009-01-01 +4258,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Active population,57.1,2009-01-01 +4259,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),47.9,2009-01-01 +4260,United Kingdom,From 25 to 54 years,Thousand persons,Total,Active population,21677.0,2009-01-01 +4261,United Kingdom,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20410.0,2009-01-01 +4262,United Kingdom,From 25 to 54 years,Thousand persons,Males,Active population,11556.0,2009-01-01 +4263,United Kingdom,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10804.0,2009-01-01 +4264,United Kingdom,From 25 to 54 years,Thousand persons,Females,Active population,10121.0,2009-01-01 +4265,United Kingdom,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9606.0,2009-01-01 +4266,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Active population,85.0,2009-01-01 +4267,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.1,2009-01-01 +4268,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Active population,91.7,2009-01-01 +4269,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.7,2009-01-01 +4270,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Active population,78.6,2009-01-01 +4271,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.6,2009-01-01 +4272,United Kingdom,From 55 to 64 years,Thousand persons,Total,Active population,4395.0,2009-01-01 +4273,United Kingdom,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),4193.0,2009-01-01 +4274,United Kingdom,From 55 to 64 years,Thousand persons,Males,Active population,2518.0,2009-01-01 +4275,United Kingdom,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2370.0,2009-01-01 +4276,United Kingdom,From 55 to 64 years,Thousand persons,Females,Active population,1877.0,2009-01-01 +4277,United Kingdom,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1823.0,2009-01-01 +4278,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Active population,60.3,2009-01-01 +4279,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),57.5,2009-01-01 +4280,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Active population,70.3,2009-01-01 +4281,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),66.1,2009-01-01 +4282,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Active population,50.6,2009-01-01 +4283,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.2,2009-01-01 +4284,Iceland,From 15 to 24 years,Thousand persons,Total,Active population,29.0,2009-01-01 +4285,Iceland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),25.0,2009-01-01 +4286,Iceland,From 15 to 24 years,Thousand persons,Males,Active population,15.0,2009-01-01 +4287,Iceland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),12.0,2009-01-01 +4288,Iceland,From 15 to 24 years,Thousand persons,Females,Active population,15.0,2009-01-01 +4289,Iceland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),13.0,2009-01-01 +4290,Iceland,From 15 to 24 years,Percentage of total population,Total,Active population,73.1,2009-01-01 +4291,Iceland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.5,2009-01-01 +4292,Iceland,From 15 to 24 years,Percentage of total population,Males,Active population,70.9,2009-01-01 +4293,Iceland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.9,2009-01-01 +4294,Iceland,From 15 to 24 years,Percentage of total population,Females,Active population,75.5,2009-01-01 +4295,Iceland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.4,2009-01-01 +4296,Iceland,From 25 to 54 years,Thousand persons,Total,Active population,116.0,2009-01-01 +4297,Iceland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),109.0,2009-01-01 +4298,Iceland,From 25 to 54 years,Thousand persons,Males,Active population,62.0,2009-01-01 +4299,Iceland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),58.0,2009-01-01 +4300,Iceland,From 25 to 54 years,Thousand persons,Females,Active population,54.0,2009-01-01 +4301,Iceland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),51.0,2009-01-01 +4302,Iceland,From 25 to 54 years,Percentage of total population,Total,Active population,88.4,2009-01-01 +4303,Iceland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.0,2009-01-01 +4304,Iceland,From 25 to 54 years,Percentage of total population,Males,Active population,92.8,2009-01-01 +4305,Iceland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.1,2009-01-01 +4306,Iceland,From 25 to 54 years,Percentage of total population,Females,Active population,83.9,2009-01-01 +4307,Iceland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.8,2009-01-01 +4308,Iceland,From 55 to 64 years,Thousand persons,Total,Active population,27.0,2009-01-01 +4309,Iceland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),26.0,2009-01-01 +4310,Iceland,From 55 to 64 years,Thousand persons,Males,Active population,15.0,2009-01-01 +4311,Iceland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),14.0,2009-01-01 +4312,Iceland,From 55 to 64 years,Thousand persons,Females,Active population,12.0,2009-01-01 +4313,Iceland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),12.0,2009-01-01 +4314,Iceland,From 55 to 64 years,Percentage of total population,Total,Active population,83.3,2009-01-01 +4315,Iceland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.2,2009-01-01 +4316,Iceland,From 55 to 64 years,Percentage of total population,Males,Active population,88.6,2009-01-01 +4317,Iceland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.3,2009-01-01 +4318,Iceland,From 55 to 64 years,Percentage of total population,Females,Active population,77.7,2009-01-01 +4319,Iceland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.0,2009-01-01 +4320,Norway,From 15 to 24 years,Thousand persons,Total,Active population,354.0,2009-01-01 +4321,Norway,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),321.0,2009-01-01 +4322,Norway,From 15 to 24 years,Thousand persons,Males,Active population,176.0,2009-01-01 +4323,Norway,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),158.0,2009-01-01 +4324,Norway,From 15 to 24 years,Thousand persons,Females,Active population,178.0,2009-01-01 +4325,Norway,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),164.0,2009-01-01 +4326,Norway,From 15 to 24 years,Percentage of total population,Total,Active population,57.9,2009-01-01 +4327,Norway,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),52.6,2009-01-01 +4328,Norway,From 15 to 24 years,Percentage of total population,Males,Active population,56.9,2009-01-01 +4329,Norway,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.9,2009-01-01 +4330,Norway,From 15 to 24 years,Percentage of total population,Females,Active population,58.9,2009-01-01 +4331,Norway,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),54.3,2009-01-01 +4332,Norway,From 25 to 54 years,Thousand persons,Total,Active population,1757.0,2009-01-01 +4333,Norway,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1715.0,2009-01-01 +4334,Norway,From 25 to 54 years,Thousand persons,Males,Active population,926.0,2009-01-01 +4335,Norway,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),900.0,2009-01-01 +4336,Norway,From 25 to 54 years,Thousand persons,Females,Active population,832.0,2009-01-01 +4337,Norway,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),815.0,2009-01-01 +4338,Norway,From 25 to 54 years,Percentage of total population,Total,Active population,88.1,2009-01-01 +4339,Norway,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),86.0,2009-01-01 +4340,Norway,From 25 to 54 years,Percentage of total population,Males,Active population,90.8,2009-01-01 +4341,Norway,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.3,2009-01-01 +4342,Norway,From 25 to 54 years,Percentage of total population,Females,Active population,85.2,2009-01-01 +4343,Norway,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),83.5,2009-01-01 +4344,Norway,From 55 to 64 years,Thousand persons,Total,Active population,405.0,2009-01-01 +4345,Norway,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),401.0,2009-01-01 +4346,Norway,From 55 to 64 years,Thousand persons,Males,Active population,218.0,2009-01-01 +4347,Norway,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),215.0,2009-01-01 +4348,Norway,From 55 to 64 years,Thousand persons,Females,Active population,187.0,2009-01-01 +4349,Norway,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),186.0,2009-01-01 +4350,Norway,From 55 to 64 years,Percentage of total population,Total,Active population,69.5,2009-01-01 +4351,Norway,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),68.7,2009-01-01 +4352,Norway,From 55 to 64 years,Percentage of total population,Males,Active population,73.9,2009-01-01 +4353,Norway,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),72.8,2009-01-01 +4354,Norway,From 55 to 64 years,Percentage of total population,Females,Active population,65.0,2009-01-01 +4355,Norway,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),64.6,2009-01-01 +4356,,,,,,, +4357,,,,,,, +4358,,,,,,, +4359,,,,,,, +4360,,,,,,, +4361,,,,,,, +4362,,,,,,, +4363,,,,,,, +4364,,,,,,, +4365,,,,,,, +4366,,,,,,, +4367,,,,,,, +4368,,,,,,, +4369,,,,,,, +4370,,,,,,, +4371,,,,,,, +4372,,,,,,, +4373,,,,,,, +4374,,,,,,, +4375,,,,,,, +4376,,,,,,, +4377,,,,,,, +4378,,,,,,, +4379,,,,,,, +4380,,,,,,, +4381,,,,,,, +4382,,,,,,, +4383,,,,,,, +4384,,,,,,, +4385,,,,,,, +4386,,,,,,, +4387,,,,,,, +4388,,,,,,, +4389,,,,,,, +4390,,,,,,, +4391,,,,,,, +4392,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Active population,113.0,2009-01-01 +4393,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),51.0,2009-01-01 +4394,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Active population,72.0,2009-01-01 +4395,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),34.0,2009-01-01 +4396,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Active population,41.0,2009-01-01 +4397,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),17.0,2009-01-01 +4398,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Active population,35.0,2009-01-01 +4399,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),15.7,2009-01-01 +4400,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Active population,43.4,2009-01-01 +4401,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),20.6,2009-01-01 +4402,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Active population,26.2,2009-01-01 +4403,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),10.6,2009-01-01 +4404,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Active population,706.0,2009-01-01 +4405,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),497.0,2009-01-01 +4406,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Active population,424.0,2009-01-01 +4407,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),300.0,2009-01-01 +4408,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Active population,282.0,2009-01-01 +4409,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),196.0,2009-01-01 +4410,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Active population,78.5,2009-01-01 +4411,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.3,2009-01-01 +4412,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Active population,92.7,2009-01-01 +4413,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),65.7,2009-01-01 +4414,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Active population,63.9,2009-01-01 +4415,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.5,2009-01-01 +4416,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Active population,102.0,2009-01-01 +4417,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),76.0,2009-01-01 +4418,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Active population,70.0,2009-01-01 +4419,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),50.0,2009-01-01 +4420,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Active population,33.0,2009-01-01 +4421,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),25.0,2009-01-01 +4422,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Active population,46.9,2009-01-01 +4423,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.6,2009-01-01 +4424,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Active population,66.0,2009-01-01 +4425,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.6,2009-01-01 +4426,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Active population,29.0,2009-01-01 +4427,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),22.4,2009-01-01 +4428,Turkey,From 15 to 24 years,Thousand persons,Total,Active population,4310.0,2009-01-01 +4429,Turkey,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3329.0,2009-01-01 +4430,Turkey,From 15 to 24 years,Thousand persons,Males,Active population,2844.0,2009-01-01 +4431,Turkey,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2192.0,2009-01-01 +4432,Turkey,From 15 to 24 years,Thousand persons,Females,Active population,1466.0,2009-01-01 +4433,Turkey,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1137.0,2009-01-01 +4434,Turkey,From 15 to 24 years,Percentage of total population,Total,Active population,37.4,2009-01-01 +4435,Turkey,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.9,2009-01-01 +4436,Turkey,From 15 to 24 years,Percentage of total population,Males,Active population,50.6,2009-01-01 +4437,Turkey,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),39.0,2009-01-01 +4438,Turkey,From 15 to 24 years,Percentage of total population,Females,Active population,24.9,2009-01-01 +4439,Turkey,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.3,2009-01-01 +4440,Turkey,From 25 to 54 years,Thousand persons,Total,Active population,17898.0,2009-01-01 +4441,Turkey,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),15920.0,2009-01-01 +4442,Turkey,From 25 to 54 years,Thousand persons,Males,Active population,13242.0,2009-01-01 +4443,Turkey,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),11774.0,2009-01-01 +4444,Turkey,From 25 to 54 years,Thousand persons,Females,Active population,4656.0,2009-01-01 +4445,Turkey,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),4145.0,2009-01-01 +4446,Turkey,From 25 to 54 years,Percentage of total population,Total,Active population,59.4,2009-01-01 +4447,Turkey,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),52.8,2009-01-01 +4448,Turkey,From 25 to 54 years,Percentage of total population,Males,Active population,87.6,2009-01-01 +4449,Turkey,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),77.9,2009-01-01 +4450,Turkey,From 25 to 54 years,Percentage of total population,Females,Active population,31.0,2009-01-01 +4451,Turkey,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.6,2009-01-01 +4452,Turkey,From 55 to 64 years,Thousand persons,Total,Active population,1536.0,2009-01-01 +4453,Turkey,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1449.0,2009-01-01 +4454,Turkey,From 55 to 64 years,Thousand persons,Males,Active population,1107.0,2009-01-01 +4455,Turkey,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1026.0,2009-01-01 +4456,Turkey,From 55 to 64 years,Thousand persons,Females,Active population,429.0,2009-01-01 +4457,Turkey,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),423.0,2009-01-01 +4458,Turkey,From 55 to 64 years,Percentage of total population,Total,Active population,29.9,2009-01-01 +4459,Turkey,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.2,2009-01-01 +4460,Turkey,From 55 to 64 years,Percentage of total population,Males,Active population,44.3,2009-01-01 +4461,Turkey,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),41.1,2009-01-01 +4462,Turkey,From 55 to 64 years,Percentage of total population,Females,Active population,16.3,2009-01-01 +4463,Turkey,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),16.0,2009-01-01 +4464,,,,,,, +4465,,,,,,, +4466,,,,,,, +4467,,,,,,, +4468,,,,,,, +4469,,,,,,, +4470,,,,,,, +4471,,,,,,, +4472,,,,,,, +4473,,,,,,, +4474,,,,,,, +4475,,,,,,, +4476,,,,,,, +4477,,,,,,, +4478,,,,,,, +4479,,,,,,, +4480,,,,,,, +4481,,,,,,, +4482,,,,,,, +4483,,,,,,, +4484,,,,,,, +4485,,,,,,, +4486,,,,,,, +4487,,,,,,, +4488,,,,,,, +4489,,,,,,, +4490,,,,,,, +4491,,,,,,, +4492,,,,,,, +4493,,,,,,, +4494,,,,,,, +4495,,,,,,, +4496,,,,,,, +4497,,,,,,, +4498,,,,,,, +4499,,,,,,, +4500,,,,,,, +4501,,,,,,, +4502,,,,,,, +4503,,,,,,, +4504,,,,,,, +4505,,,,,,, +4506,,,,,,, +4507,,,,,,, +4508,,,,,,, +4509,,,,,,, +4510,,,,,,, +4511,,,,,,, +4512,,,,,,, +4513,,,,,,, +4514,,,,,,, +4515,,,,,,, +4516,,,,,,, +4517,,,,,,, +4518,,,,,,, +4519,,,,,,, +4520,,,,,,, +4521,,,,,,, +4522,,,,,,, +4523,,,,,,, +4524,,,,,,, +4525,,,,,,, +4526,,,,,,, +4527,,,,,,, +4528,,,,,,, +4529,,,,,,, +4530,,,,,,, +4531,,,,,,, +4532,,,,,,, +4533,,,,,,, +4534,,,,,,, +4535,,,,,,, +4536,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Active population,24945.0,2010-01-01 +4537,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),19696.0,2010-01-01 +4538,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Active population,13579.0,2010-01-01 +4539,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),10620.0,2010-01-01 +4540,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Active population,11367.0,2010-01-01 +4541,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),9076.0,2010-01-01 +4542,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Active population,42.8,2010-01-01 +4543,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.8,2010-01-01 +4544,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Active population,45.9,2010-01-01 +4545,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),35.9,2010-01-01 +4546,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.6,2010-01-01 +4547,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.6,2010-01-01 +4548,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Active population,179269.0,2010-01-01 +4549,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),163899.0,2010-01-01 +4550,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Active population,96800.0,2010-01-01 +4551,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),88616.0,2010-01-01 +4552,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Active population,82468.0,2010-01-01 +4553,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),75283.0,2010-01-01 +4554,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.0,2010-01-01 +4555,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.7,2010-01-01 +4556,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.8,2010-01-01 +4557,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.0,2010-01-01 +4558,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Active population,78.2,2010-01-01 +4559,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.4,2010-01-01 +4560,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Active population,30556.0,2010-01-01 +4561,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),28495.0,2010-01-01 +4562,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Active population,17533.0,2010-01-01 +4563,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),16260.0,2010-01-01 +4564,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Active population,13024.0,2010-01-01 +4565,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),12235.0,2010-01-01 +4566,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Active population,49.6,2010-01-01 +4567,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.2,2010-01-01 +4568,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Active population,58.7,2010-01-01 +4569,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.5,2010-01-01 +4570,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Active population,41.0,2010-01-01 +4571,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),38.5,2010-01-01 +4572,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Active population,24763.0,2010-01-01 +4573,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),19573.0,2010-01-01 +4574,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Active population,13473.0,2010-01-01 +4575,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),10548.0,2010-01-01 +4576,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Active population,11290.0,2010-01-01 +4577,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),9025.0,2010-01-01 +4578,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Active population,42.9,2010-01-01 +4579,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.9,2010-01-01 +4580,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Active population,46.0,2010-01-01 +4581,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),36.0,2010-01-01 +4582,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.7,2010-01-01 +4583,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.7,2010-01-01 +4584,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Active population,177819.0,2010-01-01 +4585,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),162596.0,2010-01-01 +4586,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Active population,96042.0,2010-01-01 +4587,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),87928.0,2010-01-01 +4588,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Active population,81776.0,2010-01-01 +4589,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),74669.0,2010-01-01 +4590,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.0,2010-01-01 +4591,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.7,2010-01-01 +4592,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.9,2010-01-01 +4593,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.1,2010-01-01 +4594,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Active population,78.2,2010-01-01 +4595,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.4,2010-01-01 +4596,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Active population,30318.0,2010-01-01 +4597,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),28272.0,2010-01-01 +4598,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Active population,17383.0,2010-01-01 +4599,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),16122.0,2010-01-01 +4600,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Active population,12935.0,2010-01-01 +4601,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),12150.0,2010-01-01 +4602,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Active population,49.6,2010-01-01 +4603,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.3,2010-01-01 +4604,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Active population,58.8,2010-01-01 +4605,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.5,2010-01-01 +4606,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Active population,41.1,2010-01-01 +4607,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),38.6,2010-01-01 +4608,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Active population,20535.0,2010-01-01 +4609,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),16362.0,2010-01-01 +4610,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Active population,11001.0,2010-01-01 +4611,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),8666.0,2010-01-01 +4612,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Active population,9534.0,2010-01-01 +4613,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),7695.0,2010-01-01 +4614,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Active population,46.0,2010-01-01 +4615,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),36.6,2010-01-01 +4616,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Active population,48.7,2010-01-01 +4617,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),38.3,2010-01-01 +4618,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Active population,43.2,2010-01-01 +4619,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.9,2010-01-01 +4620,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Active population,141616.0,2010-01-01 +4621,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),129558.0,2010-01-01 +4622,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Active population,76483.0,2010-01-01 +4623,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),70071.0,2010-01-01 +4624,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Active population,65133.0,2010-01-01 +4625,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),59487.0,2010-01-01 +4626,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.2,2010-01-01 +4627,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.0,2010-01-01 +4628,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.3,2010-01-01 +4629,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.5,2010-01-01 +4630,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Active population,78.2,2010-01-01 +4631,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.4,2010-01-01 +4632,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Active population,24679.0,2010-01-01 +4633,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),23041.0,2010-01-01 +4634,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Active population,14087.0,2010-01-01 +4635,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),13078.0,2010-01-01 +4636,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Active population,10592.0,2010-01-01 +4637,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),9963.0,2010-01-01 +4638,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Active population,51.8,2010-01-01 +4639,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),48.4,2010-01-01 +4640,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Active population,60.5,2010-01-01 +4641,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.2,2010-01-01 +4642,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Active population,43.5,2010-01-01 +4643,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),40.9,2010-01-01 +4644,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Active population,15607.0,2010-01-01 +4645,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),12344.0,2010-01-01 +4646,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Active population,8466.0,2010-01-01 +4647,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),6648.0,2010-01-01 +4648,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Active population,7141.0,2010-01-01 +4649,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5697.0,2010-01-01 +4650,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Active population,42.1,2010-01-01 +4651,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.3,2010-01-01 +4652,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Active population,45.0,2010-01-01 +4653,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),35.4,2010-01-01 +4654,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.1,2010-01-01 +4655,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.2,2010-01-01 +4656,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Active population,120429.0,2010-01-01 +4657,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),109271.0,2010-01-01 +4658,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Active population,65171.0,2010-01-01 +4659,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),59284.0,2010-01-01 +4660,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Active population,55258.0,2010-01-01 +4661,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49987.0,2010-01-01 +4662,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.2,2010-01-01 +4663,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.3,2010-01-01 +4664,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.4,2010-01-01 +4665,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.0,2010-01-01 +4666,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Active population,78.1,2010-01-01 +4667,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.6,2010-01-01 +4668,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Active population,19850.0,2010-01-01 +4669,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),18392.0,2010-01-01 +4670,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Active population,11374.0,2010-01-01 +4671,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),10501.0,2010-01-01 +4672,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Active population,8476.0,2010-01-01 +4673,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),7890.0,2010-01-01 +4674,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Active population,49.4,2010-01-01 +4675,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.7,2010-01-01 +4676,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Active population,58.1,2010-01-01 +4677,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.7,2010-01-01 +4678,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Active population,41.1,2010-01-01 +4679,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),38.2,2010-01-01 +4680,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Active population,15477.0,2010-01-01 +4681,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),12260.0,2010-01-01 +4682,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Active population,8393.0,2010-01-01 +4683,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),6603.0,2010-01-01 +4684,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Active population,7084.0,2010-01-01 +4685,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5657.0,2010-01-01 +4686,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Active population,42.3,2010-01-01 +4687,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.5,2010-01-01 +4688,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Active population,45.2,2010-01-01 +4689,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),35.6,2010-01-01 +4690,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.2,2010-01-01 +4691,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.3,2010-01-01 +4692,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Active population,119260.0,2010-01-01 +4693,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),108297.0,2010-01-01 +4694,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Active population,64601.0,2010-01-01 +4695,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),58828.0,2010-01-01 +4696,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Active population,54660.0,2010-01-01 +4697,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49470.0,2010-01-01 +4698,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.2,2010-01-01 +4699,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.4,2010-01-01 +4700,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.4,2010-01-01 +4701,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.1,2010-01-01 +4702,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Active population,78.0,2010-01-01 +4703,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.6,2010-01-01 +4704,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Active population,19655.0,2010-01-01 +4705,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),18225.0,2010-01-01 +4706,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Active population,11280.0,2010-01-01 +4707,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),10423.0,2010-01-01 +4708,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Active population,8375.0,2010-01-01 +4709,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),7801.0,2010-01-01 +4710,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Active population,49.3,2010-01-01 +4711,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.7,2010-01-01 +4712,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Active population,58.1,2010-01-01 +4713,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.7,2010-01-01 +4714,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Active population,41.0,2010-01-01 +4715,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),38.1,2010-01-01 +4716,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Active population,15359.0,2010-01-01 +4717,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),12185.0,2010-01-01 +4718,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Active population,8330.0,2010-01-01 +4719,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),6563.0,2010-01-01 +4720,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Active population,7030.0,2010-01-01 +4721,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5622.0,2010-01-01 +4722,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Active population,42.3,2010-01-01 +4723,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.5,2010-01-01 +4724,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Active population,45.2,2010-01-01 +4725,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),35.6,2010-01-01 +4726,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.2,2010-01-01 +4727,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.4,2010-01-01 +4728,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Active population,118483.0,2010-01-01 +4729,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),107660.0,2010-01-01 +4730,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Active population,64214.0,2010-01-01 +4731,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),58523.0,2010-01-01 +4732,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Active population,54269.0,2010-01-01 +4733,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49137.0,2010-01-01 +4734,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.2,2010-01-01 +4735,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.4,2010-01-01 +4736,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.4,2010-01-01 +4737,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.2,2010-01-01 +4738,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Active population,77.9,2010-01-01 +4739,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.6,2010-01-01 +4740,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Active population,19516.0,2010-01-01 +4741,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),18108.0,2010-01-01 +4742,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Active population,11219.0,2010-01-01 +4743,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),10375.0,2010-01-01 +4744,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Active population,8297.0,2010-01-01 +4745,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),7733.0,2010-01-01 +4746,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Active population,49.3,2010-01-01 +4747,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.7,2010-01-01 +4748,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Active population,58.1,2010-01-01 +4749,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.7,2010-01-01 +4750,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Active population,40.8,2010-01-01 +4751,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),38.1,2010-01-01 +4752,Belgium,From 15 to 24 years,Thousand persons,Total,Active population,428.0,2010-01-01 +4753,Belgium,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),332.0,2010-01-01 +4754,Belgium,From 15 to 24 years,Thousand persons,Males,Active population,234.0,2010-01-01 +4755,Belgium,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),182.0,2010-01-01 +4756,Belgium,From 15 to 24 years,Thousand persons,Females,Active population,193.0,2010-01-01 +4757,Belgium,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),150.0,2010-01-01 +4758,Belgium,From 15 to 24 years,Percentage of total population,Total,Active population,32.5,2010-01-01 +4759,Belgium,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.2,2010-01-01 +4760,Belgium,From 15 to 24 years,Percentage of total population,Males,Active population,35.2,2010-01-01 +4761,Belgium,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),27.3,2010-01-01 +4762,Belgium,From 15 to 24 years,Percentage of total population,Females,Active population,29.8,2010-01-01 +4763,Belgium,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.1,2010-01-01 +4764,Belgium,From 25 to 54 years,Thousand persons,Total,Active population,3905.0,2010-01-01 +4765,Belgium,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3619.0,2010-01-01 +4766,Belgium,From 25 to 54 years,Thousand persons,Males,Active population,2099.0,2010-01-01 +4767,Belgium,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1949.0,2010-01-01 +4768,Belgium,From 25 to 54 years,Thousand persons,Females,Active population,1805.0,2010-01-01 +4769,Belgium,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1670.0,2010-01-01 +4770,Belgium,From 25 to 54 years,Percentage of total population,Total,Active population,86.3,2010-01-01 +4771,Belgium,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.0,2010-01-01 +4772,Belgium,From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2010-01-01 +4773,Belgium,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.5,2010-01-01 +4774,Belgium,From 25 to 54 years,Percentage of total population,Females,Active population,80.4,2010-01-01 +4775,Belgium,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.4,2010-01-01 +4776,Belgium,From 55 to 64 years,Thousand persons,Total,Active population,524.0,2010-01-01 +4777,Belgium,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),500.0,2010-01-01 +4778,Belgium,From 55 to 64 years,Thousand persons,Males,Active population,316.0,2010-01-01 +4779,Belgium,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),302.0,2010-01-01 +4780,Belgium,From 55 to 64 years,Thousand persons,Females,Active population,208.0,2010-01-01 +4781,Belgium,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),198.0,2010-01-01 +4782,Belgium,From 55 to 64 years,Percentage of total population,Total,Active population,39.2,2010-01-01 +4783,Belgium,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.3,2010-01-01 +4784,Belgium,From 55 to 64 years,Percentage of total population,Males,Active population,47.6,2010-01-01 +4785,Belgium,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.6,2010-01-01 +4786,Belgium,From 55 to 64 years,Percentage of total population,Females,Active population,30.9,2010-01-01 +4787,Belgium,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.2,2010-01-01 +4788,Bulgaria,From 15 to 24 years,Thousand persons,Total,Active population,281.0,2010-01-01 +4789,Bulgaria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),219.0,2010-01-01 +4790,Bulgaria,From 15 to 24 years,Thousand persons,Males,Active population,164.0,2010-01-01 +4791,Bulgaria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),126.0,2010-01-01 +4792,Bulgaria,From 15 to 24 years,Thousand persons,Females,Active population,117.0,2010-01-01 +4793,Bulgaria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),93.0,2010-01-01 +4794,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Active population,31.2,2010-01-01 +4795,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.3,2010-01-01 +4796,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Active population,35.5,2010-01-01 +4797,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),27.3,2010-01-01 +4798,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Active population,26.6,2010-01-01 +4799,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.2,2010-01-01 +4800,Bulgaria,From 25 to 54 years,Thousand persons,Total,Active population,2584.0,2010-01-01 +4801,Bulgaria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2342.0,2010-01-01 +4802,Bulgaria,From 25 to 54 years,Thousand persons,Males,Active population,1367.0,2010-01-01 +4803,Bulgaria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1232.0,2010-01-01 +4804,Bulgaria,From 25 to 54 years,Thousand persons,Females,Active population,1217.0,2010-01-01 +4805,Bulgaria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1109.0,2010-01-01 +4806,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Active population,82.9,2010-01-01 +4807,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.1,2010-01-01 +4808,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Active population,86.1,2010-01-01 +4809,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),77.6,2010-01-01 +4810,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Active population,79.6,2010-01-01 +4811,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.5,2010-01-01 +4812,Bulgaria,From 55 to 64 years,Thousand persons,Total,Active population,523.0,2010-01-01 +4813,Bulgaria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),476.0,2010-01-01 +4814,Bulgaria,From 55 to 64 years,Thousand persons,Males,Active population,281.0,2010-01-01 +4815,Bulgaria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),255.0,2010-01-01 +4816,Bulgaria,From 55 to 64 years,Thousand persons,Females,Active population,242.0,2010-01-01 +4817,Bulgaria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),221.0,2010-01-01 +4818,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Active population,49.3,2010-01-01 +4819,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.9,2010-01-01 +4820,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Active population,56.6,2010-01-01 +4821,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),51.3,2010-01-01 +4822,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Active population,42.9,2010-01-01 +4823,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),39.2,2010-01-01 +4824,Czech Republic,From 15 to 24 years,Thousand persons,Total,Active population,400.0,2010-01-01 +4825,Czech Republic,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),327.0,2010-01-01 +4826,Czech Republic,From 15 to 24 years,Thousand persons,Males,Active population,241.0,2010-01-01 +4827,Czech Republic,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),197.0,2010-01-01 +4828,Czech Republic,From 15 to 24 years,Thousand persons,Females,Active population,159.0,2010-01-01 +4829,Czech Republic,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),130.0,2010-01-01 +4830,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Active population,30.9,2010-01-01 +4831,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.2,2010-01-01 +4832,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Active population,36.2,2010-01-01 +4833,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.6,2010-01-01 +4834,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Active population,25.3,2010-01-01 +4835,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.6,2010-01-01 +4836,Czech Republic,From 25 to 54 years,Thousand persons,Total,Active population,4050.0,2010-01-01 +4837,Czech Republic,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3789.0,2010-01-01 +4838,Czech Republic,From 25 to 54 years,Thousand persons,Males,Active population,2254.0,2010-01-01 +4839,Czech Republic,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2137.0,2010-01-01 +4840,Czech Republic,From 25 to 54 years,Thousand persons,Females,Active population,1796.0,2010-01-01 +4841,Czech Republic,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1653.0,2010-01-01 +4842,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Active population,87.8,2010-01-01 +4843,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.2,2010-01-01 +4844,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Active population,95.5,2010-01-01 +4845,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.5,2010-01-01 +4846,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Active population,79.8,2010-01-01 +4847,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.4,2010-01-01 +4848,Czech Republic,From 55 to 64 years,Thousand persons,Total,Active population,741.0,2010-01-01 +4849,Czech Republic,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),693.0,2010-01-01 +4850,Czech Republic,From 55 to 64 years,Thousand persons,Males,Active population,448.0,2010-01-01 +4851,Czech Republic,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),418.0,2010-01-01 +4852,Czech Republic,From 55 to 64 years,Thousand persons,Females,Active population,294.0,2010-01-01 +4853,Czech Republic,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),275.0,2010-01-01 +4854,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Active population,49.7,2010-01-01 +4855,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.5,2010-01-01 +4856,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Active population,62.5,2010-01-01 +4857,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.4,2010-01-01 +4858,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Active population,38.0,2010-01-01 +4859,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.5,2010-01-01 +4860,Denmark,From 15 to 24 years,Thousand persons,Total,Active population,455.0,2010-01-01 +4861,Denmark,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),391.0,2010-01-01 +4862,Denmark,From 15 to 24 years,Thousand persons,Males,Active population,232.0,2010-01-01 +4863,Denmark,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),195.0,2010-01-01 +4864,Denmark,From 15 to 24 years,Thousand persons,Females,Active population,223.0,2010-01-01 +4865,Denmark,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),196.0,2010-01-01 +4866,Denmark,From 15 to 24 years,Percentage of total population,Total,Active population,67.5,2010-01-01 +4867,Denmark,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),58.1,2010-01-01 +4868,Denmark,From 15 to 24 years,Percentage of total population,Males,Active population,67.6,2010-01-01 +4869,Denmark,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.7,2010-01-01 +4870,Denmark,From 15 to 24 years,Percentage of total population,Females,Active population,67.4,2010-01-01 +4871,Denmark,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),59.5,2010-01-01 +4872,Denmark,From 25 to 54 years,Thousand persons,Total,Active population,1970.0,2010-01-01 +4873,Denmark,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1840.0,2010-01-01 +4874,Denmark,From 25 to 54 years,Thousand persons,Males,Active population,1030.0,2010-01-01 +4875,Denmark,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),955.0,2010-01-01 +4876,Denmark,From 25 to 54 years,Thousand persons,Females,Active population,940.0,2010-01-01 +4877,Denmark,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),885.0,2010-01-01 +4878,Denmark,From 25 to 54 years,Percentage of total population,Total,Active population,88.7,2010-01-01 +4879,Denmark,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.8,2010-01-01 +4880,Denmark,From 25 to 54 years,Percentage of total population,Males,Active population,92.0,2010-01-01 +4881,Denmark,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.3,2010-01-01 +4882,Denmark,From 25 to 54 years,Percentage of total population,Females,Active population,85.3,2010-01-01 +4883,Denmark,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.3,2010-01-01 +4884,Denmark,From 55 to 64 years,Thousand persons,Total,Active population,447.0,2010-01-01 +4885,Denmark,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),422.0,2010-01-01 +4886,Denmark,From 55 to 64 years,Thousand persons,Males,Active population,244.0,2010-01-01 +4887,Denmark,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),228.0,2010-01-01 +4888,Denmark,From 55 to 64 years,Thousand persons,Females,Active population,202.0,2010-01-01 +4889,Denmark,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),194.0,2010-01-01 +4890,Denmark,From 55 to 64 years,Percentage of total population,Total,Active population,61.8,2010-01-01 +4891,Denmark,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),58.4,2010-01-01 +4892,Denmark,From 55 to 64 years,Percentage of total population,Males,Active population,67.8,2010-01-01 +4893,Denmark,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),63.3,2010-01-01 +4894,Denmark,From 55 to 64 years,Percentage of total population,Females,Active population,55.9,2010-01-01 +4895,Denmark,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),53.6,2010-01-01 +4896,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Active population,4492.0,2010-01-01 +4897,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),4050.0,2010-01-01 +4898,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Active population,2387.0,2010-01-01 +4899,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2130.0,2010-01-01 +4900,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Active population,2105.0,2010-01-01 +4901,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1920.0,2010-01-01 +4902,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Active population,51.3,2010-01-01 +4903,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.2,2010-01-01 +4904,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Active population,53.7,2010-01-01 +4905,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.9,2010-01-01 +4906,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Active population,48.8,2010-01-01 +4907,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.5,2010-01-01 +4908,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Active population,29583.0,2010-01-01 +4909,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),27647.0,2010-01-01 +4910,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Active population,15860.0,2010-01-01 +4911,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),14764.0,2010-01-01 +4912,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Active population,13723.0,2010-01-01 +4913,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),12883.0,2010-01-01 +4914,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Active population,87.3,2010-01-01 +4915,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.6,2010-01-01 +4916,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Active population,93.2,2010-01-01 +4917,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.8,2010-01-01 +4918,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Active population,81.3,2010-01-01 +4919,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.4,2010-01-01 +4920,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Active population,6104.0,2010-01-01 +4921,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),5640.0,2010-01-01 +4922,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Active population,3395.0,2010-01-01 +4923,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),3125.0,2010-01-01 +4924,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Active population,2709.0,2010-01-01 +4925,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),2515.0,2010-01-01 +4926,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Active population,62.6,2010-01-01 +4927,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),57.8,2010-01-01 +4928,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Active population,70.8,2010-01-01 +4929,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),65.2,2010-01-01 +4930,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Active population,54.6,2010-01-01 +4931,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),50.7,2010-01-01 +4932,Estonia,From 15 to 24 years,Thousand persons,Total,Active population,67.0,2010-01-01 +4933,Estonia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),45.0,2010-01-01 +4934,Estonia,From 15 to 24 years,Thousand persons,Males,Active population,37.0,2010-01-01 +4935,Estonia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),24.0,2010-01-01 +4936,Estonia,From 15 to 24 years,Thousand persons,Females,Active population,30.0,2010-01-01 +4937,Estonia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),21.0,2010-01-01 +4938,Estonia,From 15 to 24 years,Percentage of total population,Total,Active population,37.8,2010-01-01 +4939,Estonia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.3,2010-01-01 +4940,Estonia,From 15 to 24 years,Percentage of total population,Males,Active population,41.2,2010-01-01 +4941,Estonia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),26.5,2010-01-01 +4942,Estonia,From 15 to 24 years,Percentage of total population,Females,Active population,34.3,2010-01-01 +4943,Estonia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.1,2010-01-01 +4944,Estonia,From 25 to 54 years,Thousand persons,Total,Active population,490.0,2010-01-01 +4945,Estonia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),416.0,2010-01-01 +4946,Estonia,From 25 to 54 years,Thousand persons,Males,Active population,252.0,2010-01-01 +4947,Estonia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),208.0,2010-01-01 +4948,Estonia,From 25 to 54 years,Thousand persons,Females,Active population,238.0,2010-01-01 +4949,Estonia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),207.0,2010-01-01 +4950,Estonia,From 25 to 54 years,Percentage of total population,Total,Active population,88.3,2010-01-01 +4951,Estonia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.9,2010-01-01 +4952,Estonia,From 25 to 54 years,Percentage of total population,Males,Active population,91.8,2010-01-01 +4953,Estonia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),75.8,2010-01-01 +4954,Estonia,From 25 to 54 years,Percentage of total population,Females,Active population,84.8,2010-01-01 +4955,Estonia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.0,2010-01-01 +4956,Estonia,From 55 to 64 years,Thousand persons,Total,Active population,104.0,2010-01-01 +4957,Estonia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),87.0,2010-01-01 +4958,Estonia,From 55 to 64 years,Thousand persons,Males,Active population,46.0,2010-01-01 +4959,Estonia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),37.0,2010-01-01 +4960,Estonia,From 55 to 64 years,Thousand persons,Females,Active population,59.0,2010-01-01 +4961,Estonia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),51.0,2010-01-01 +4962,Estonia,From 55 to 64 years,Percentage of total population,Total,Active population,64.3,2010-01-01 +4963,Estonia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.8,2010-01-01 +4964,Estonia,From 55 to 64 years,Percentage of total population,Males,Active population,64.3,2010-01-01 +4965,Estonia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),51.9,2010-01-01 +4966,Estonia,From 55 to 64 years,Percentage of total population,Females,Active population,64.3,2010-01-01 +4967,Estonia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),55.3,2010-01-01 +4968,Ireland,From 15 to 24 years,Thousand persons,Total,Active population,266.0,2010-01-01 +4969,Ireland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),192.0,2010-01-01 +4970,Ireland,From 15 to 24 years,Thousand persons,Males,Active population,137.0,2010-01-01 +4971,Ireland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),91.0,2010-01-01 +4972,Ireland,From 15 to 24 years,Thousand persons,Females,Active population,129.0,2010-01-01 +4973,Ireland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),102.0,2010-01-01 +4974,Ireland,From 15 to 24 years,Percentage of total population,Total,Active population,43.6,2010-01-01 +4975,Ireland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.5,2010-01-01 +4976,Ireland,From 15 to 24 years,Percentage of total population,Males,Active population,44.6,2010-01-01 +4977,Ireland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.6,2010-01-01 +4978,Ireland,From 15 to 24 years,Percentage of total population,Females,Active population,42.5,2010-01-01 +4979,Ireland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.5,2010-01-01 +4980,Ireland,From 25 to 54 years,Thousand persons,Total,Active population,1624.0,2010-01-01 +4981,Ireland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1417.0,2010-01-01 +4982,Ireland,From 25 to 54 years,Thousand persons,Males,Active population,899.0,2010-01-01 +4983,Ireland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),754.0,2010-01-01 +4984,Ireland,From 25 to 54 years,Thousand persons,Females,Active population,725.0,2010-01-01 +4985,Ireland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),663.0,2010-01-01 +4986,Ireland,From 25 to 54 years,Percentage of total population,Total,Active population,80.5,2010-01-01 +4987,Ireland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),70.3,2010-01-01 +4988,Ireland,From 25 to 54 years,Percentage of total population,Males,Active population,89.5,2010-01-01 +4989,Ireland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),75.1,2010-01-01 +4990,Ireland,From 25 to 54 years,Percentage of total population,Females,Active population,71.6,2010-01-01 +4991,Ireland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),65.5,2010-01-01 +4992,Ireland,From 55 to 64 years,Thousand persons,Total,Active population,250.0,2010-01-01 +4993,Ireland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),228.0,2010-01-01 +4994,Ireland,From 55 to 64 years,Thousand persons,Males,Active population,149.0,2010-01-01 +4995,Ireland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),133.0,2010-01-01 +4996,Ireland,From 55 to 64 years,Thousand persons,Females,Active population,101.0,2010-01-01 +4997,Ireland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),95.0,2010-01-01 +4998,Ireland,From 55 to 64 years,Percentage of total population,Total,Active population,55.0,2010-01-01 +4999,Ireland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.2,2010-01-01 +5000,Ireland,From 55 to 64 years,Percentage of total population,Males,Active population,65.3,2010-01-01 +5001,Ireland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.2,2010-01-01 +5002,Ireland,From 55 to 64 years,Percentage of total population,Females,Active population,44.6,2010-01-01 +5003,Ireland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.1,2010-01-01 +5004,Greece,From 15 to 24 years,Thousand persons,Total,Active population,354.0,2010-01-01 +5005,Greece,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),238.0,2010-01-01 +5006,Greece,From 15 to 24 years,Thousand persons,Males,Active population,194.0,2010-01-01 +5007,Greece,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),142.0,2010-01-01 +5008,Greece,From 15 to 24 years,Thousand persons,Females,Active population,161.0,2010-01-01 +5009,Greece,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),96.0,2010-01-01 +5010,Greece,From 15 to 24 years,Percentage of total population,Total,Active population,30.0,2010-01-01 +5011,Greece,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),20.1,2010-01-01 +5012,Greece,From 15 to 24 years,Percentage of total population,Males,Active population,33.0,2010-01-01 +5013,Greece,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.2,2010-01-01 +5014,Greece,From 15 to 24 years,Percentage of total population,Females,Active population,27.1,2010-01-01 +5015,Greece,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),16.1,2010-01-01 +5016,Greece,From 25 to 54 years,Thousand persons,Total,Active population,4003.0,2010-01-01 +5017,Greece,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3518.0,2010-01-01 +5018,Greece,From 25 to 54 years,Thousand persons,Males,Active population,2258.0,2010-01-01 +5019,Greece,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2044.0,2010-01-01 +5020,Greece,From 25 to 54 years,Thousand persons,Females,Active population,1745.0,2010-01-01 +5021,Greece,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1474.0,2010-01-01 +5022,Greece,From 25 to 54 years,Percentage of total population,Total,Active population,83.2,2010-01-01 +5023,Greece,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),73.2,2010-01-01 +5024,Greece,From 25 to 54 years,Percentage of total population,Males,Active population,94.2,2010-01-01 +5025,Greece,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.3,2010-01-01 +5026,Greece,From 25 to 54 years,Percentage of total population,Females,Active population,72.4,2010-01-01 +5027,Greece,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),61.1,2010-01-01 +5028,Greece,From 55 to 64 years,Thousand persons,Total,Active population,588.0,2010-01-01 +5029,Greece,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),551.0,2010-01-01 +5030,Greece,From 55 to 64 years,Thousand persons,Males,Active population,379.0,2010-01-01 +5031,Greece,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),356.0,2010-01-01 +5032,Greece,From 55 to 64 years,Thousand persons,Females,Active population,208.0,2010-01-01 +5033,Greece,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),195.0,2010-01-01 +5034,Greece,From 55 to 64 years,Percentage of total population,Total,Active population,45.2,2010-01-01 +5035,Greece,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),42.4,2010-01-01 +5036,Greece,From 55 to 64 years,Percentage of total population,Males,Active population,60.2,2010-01-01 +5037,Greece,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.5,2010-01-01 +5038,Greece,From 55 to 64 years,Percentage of total population,Females,Active population,31.1,2010-01-01 +5039,Greece,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.1,2010-01-01 +5040,Spain,From 15 to 24 years,Thousand persons,Total,Active population,2069.0,2010-01-01 +5041,Spain,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1210.0,2010-01-01 +5042,Spain,From 15 to 24 years,Thousand persons,Males,Active population,1116.0,2010-01-01 +5043,Spain,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),635.0,2010-01-01 +5044,Spain,From 15 to 24 years,Thousand persons,Females,Active population,953.0,2010-01-01 +5045,Spain,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),575.0,2010-01-01 +5046,Spain,From 15 to 24 years,Percentage of total population,Total,Active population,42.7,2010-01-01 +5047,Spain,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.0,2010-01-01 +5048,Spain,From 15 to 24 years,Percentage of total population,Males,Active population,45.0,2010-01-01 +5049,Spain,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),25.6,2010-01-01 +5050,Spain,From 15 to 24 years,Percentage of total population,Females,Active population,40.2,2010-01-01 +5051,Spain,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.3,2010-01-01 +5052,Spain,From 25 to 54 years,Thousand persons,Total,Active population,18589.0,2010-01-01 +5053,Spain,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),15174.0,2010-01-01 +5054,Spain,From 25 to 54 years,Thousand persons,Males,Active population,10192.0,2010-01-01 +5055,Spain,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),8365.0,2010-01-01 +5056,Spain,From 25 to 54 years,Thousand persons,Females,Active population,8397.0,2010-01-01 +5057,Spain,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),6808.0,2010-01-01 +5058,Spain,From 25 to 54 years,Percentage of total population,Total,Active population,85.7,2010-01-01 +5059,Spain,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),70.0,2010-01-01 +5060,Spain,From 25 to 54 years,Percentage of total population,Males,Active population,92.4,2010-01-01 +5061,Spain,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),75.9,2010-01-01 +5062,Spain,From 25 to 54 years,Percentage of total population,Females,Active population,78.8,2010-01-01 +5063,Spain,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),63.9,2010-01-01 +5064,Spain,From 55 to 64 years,Thousand persons,Total,Active population,2552.0,2010-01-01 +5065,Spain,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2190.0,2010-01-01 +5066,Spain,From 55 to 64 years,Thousand persons,Males,Active population,1562.0,2010-01-01 +5067,Spain,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1337.0,2010-01-01 +5068,Spain,From 55 to 64 years,Thousand persons,Females,Active population,990.0,2010-01-01 +5069,Spain,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),852.0,2010-01-01 +5070,Spain,From 55 to 64 years,Percentage of total population,Total,Active population,50.7,2010-01-01 +5071,Spain,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),43.5,2010-01-01 +5072,Spain,From 55 to 64 years,Percentage of total population,Males,Active population,63.7,2010-01-01 +5073,Spain,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.5,2010-01-01 +5074,Spain,From 55 to 64 years,Percentage of total population,Females,Active population,38.4,2010-01-01 +5075,Spain,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.1,2010-01-01 +5076,,,,,,, +5077,,,,,,, +5078,,,,,,, +5079,,,,,,, +5080,,,,,,, +5081,,,,,,, +5082,,,,,,, +5083,,,,,,, +5084,,,,,,, +5085,,,,,,, +5086,,,,,,, +5087,,,,,,, +5088,,,,,,, +5089,,,,,,, +5090,,,,,,, +5091,,,,,,, +5092,,,,,,, +5093,,,,,,, +5094,,,,,,, +5095,,,,,,, +5096,,,,,,, +5097,,,,,,, +5098,,,,,,, +5099,,,,,,, +5100,,,,,,, +5101,,,,,,, +5102,,,,,,, +5103,,,,,,, +5104,,,,,,, +5105,,,,,,, +5106,,,,,,, +5107,,,,,,, +5108,,,,,,, +5109,,,,,,, +5110,,,,,,, +5111,,,,,,, +5112,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Active population,2884.0,2010-01-01 +5113,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),2234.0,2010-01-01 +5114,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Active population,1587.0,2010-01-01 +5115,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1235.0,2010-01-01 +5116,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Active population,1297.0,2010-01-01 +5117,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),998.0,2010-01-01 +5118,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Active population,38.9,2010-01-01 +5119,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.1,2010-01-01 +5120,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Active population,42.6,2010-01-01 +5121,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),33.2,2010-01-01 +5122,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Active population,35.2,2010-01-01 +5123,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.1,2010-01-01 +5124,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Active population,21865.0,2010-01-01 +5125,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20206.0,2010-01-01 +5126,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Active population,11406.0,2010-01-01 +5127,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10577.0,2010-01-01 +5128,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Active population,10458.0,2010-01-01 +5129,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9629.0,2010-01-01 +5130,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Active population,88.7,2010-01-01 +5131,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.0,2010-01-01 +5132,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Active population,94.2,2010-01-01 +5133,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.4,2010-01-01 +5134,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Active population,83.4,2010-01-01 +5135,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.8,2010-01-01 +5136,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Active population,3333.0,2010-01-01 +5137,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),3141.0,2010-01-01 +5138,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Active population,1719.0,2010-01-01 +5139,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1615.0,2010-01-01 +5140,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Active population,1615.0,2010-01-01 +5141,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1526.0,2010-01-01 +5142,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Active population,42.2,2010-01-01 +5143,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.7,2010-01-01 +5144,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Active population,45.0,2010-01-01 +5145,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),42.3,2010-01-01 +5146,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Active population,39.5,2010-01-01 +5147,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),37.3,2010-01-01 +5148,Croatia,From 15 to 24 years,Thousand persons,Total,Active population,182.0,2010-01-01 +5149,Croatia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),123.0,2010-01-01 +5150,Croatia,From 15 to 24 years,Thousand persons,Males,Active population,106.0,2010-01-01 +5151,Croatia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),73.0,2010-01-01 +5152,Croatia,From 15 to 24 years,Thousand persons,Females,Active population,77.0,2010-01-01 +5153,Croatia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),51.0,2010-01-01 +5154,Croatia,From 15 to 24 years,Percentage of total population,Total,Active population,35.9,2010-01-01 +5155,Croatia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.2,2010-01-01 +5156,Croatia,From 15 to 24 years,Percentage of total population,Males,Active population,40.7,2010-01-01 +5157,Croatia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),27.9,2010-01-01 +5158,Croatia,From 15 to 24 years,Percentage of total population,Females,Active population,30.7,2010-01-01 +5159,Croatia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.4,2010-01-01 +5160,Croatia,From 25 to 54 years,Thousand persons,Total,Active population,1450.0,2010-01-01 +5161,Croatia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1303.0,2010-01-01 +5162,Croatia,From 25 to 54 years,Thousand persons,Males,Active population,758.0,2010-01-01 +5163,Croatia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),688.0,2010-01-01 +5164,Croatia,From 25 to 54 years,Thousand persons,Females,Active population,692.0,2010-01-01 +5165,Croatia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),614.0,2010-01-01 +5166,Croatia,From 25 to 54 years,Percentage of total population,Total,Active population,80.8,2010-01-01 +5167,Croatia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),72.6,2010-01-01 +5168,Croatia,From 25 to 54 years,Percentage of total population,Males,Active population,84.1,2010-01-01 +5169,Croatia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),76.4,2010-01-01 +5170,Croatia,From 25 to 54 years,Percentage of total population,Females,Active population,77.4,2010-01-01 +5171,Croatia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),68.8,2010-01-01 +5172,Croatia,From 55 to 64 years,Thousand persons,Total,Active population,238.0,2010-01-01 +5173,Croatia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),223.0,2010-01-01 +5174,Croatia,From 55 to 64 years,Thousand persons,Males,Active population,149.0,2010-01-01 +5175,Croatia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),139.0,2010-01-01 +5176,Croatia,From 55 to 64 years,Thousand persons,Females,Active population,89.0,2010-01-01 +5177,Croatia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),84.0,2010-01-01 +5178,Croatia,From 55 to 64 years,Percentage of total population,Total,Active population,41.8,2010-01-01 +5179,Croatia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.1,2010-01-01 +5180,Croatia,From 55 to 64 years,Percentage of total population,Males,Active population,54.4,2010-01-01 +5181,Croatia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.5,2010-01-01 +5182,Croatia,From 55 to 64 years,Percentage of total population,Females,Active population,30.2,2010-01-01 +5183,Croatia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.5,2010-01-01 +5184,Italy,From 15 to 24 years,Thousand persons,Total,Active population,1680.0,2010-01-01 +5185,Italy,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1211.0,2010-01-01 +5186,Italy,From 15 to 24 years,Thousand persons,Males,Active population,1005.0,2010-01-01 +5187,Italy,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),735.0,2010-01-01 +5188,Italy,From 15 to 24 years,Thousand persons,Females,Active population,675.0,2010-01-01 +5189,Italy,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),477.0,2010-01-01 +5190,Italy,From 15 to 24 years,Percentage of total population,Total,Active population,28.1,2010-01-01 +5191,Italy,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),20.2,2010-01-01 +5192,Italy,From 15 to 24 years,Percentage of total population,Males,Active population,32.8,2010-01-01 +5193,Italy,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.0,2010-01-01 +5194,Italy,From 15 to 24 years,Percentage of total population,Females,Active population,23.1,2010-01-01 +5195,Italy,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),16.3,2010-01-01 +5196,Italy,From 25 to 54 years,Thousand persons,Total,Active population,19730.0,2010-01-01 +5197,Italy,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),18247.0,2010-01-01 +5198,Italy,From 25 to 54 years,Thousand persons,Males,Active population,11392.0,2010-01-01 +5199,Italy,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10650.0,2010-01-01 +5200,Italy,From 25 to 54 years,Thousand persons,Females,Active population,8338.0,2010-01-01 +5201,Italy,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),7597.0,2010-01-01 +5202,Italy,From 25 to 54 years,Percentage of total population,Total,Active population,76.9,2010-01-01 +5203,Italy,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),71.1,2010-01-01 +5204,Italy,From 25 to 54 years,Percentage of total population,Males,Active population,89.4,2010-01-01 +5205,Italy,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.6,2010-01-01 +5206,Italy,From 25 to 54 years,Percentage of total population,Females,Active population,64.5,2010-01-01 +5207,Italy,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),58.8,2010-01-01 +5208,Italy,From 55 to 64 years,Thousand persons,Total,Active population,2793.0,2010-01-01 +5209,Italy,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2693.0,2010-01-01 +5210,Italy,From 55 to 64 years,Thousand persons,Males,Active population,1772.0,2010-01-01 +5211,Italy,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1703.0,2010-01-01 +5212,Italy,From 55 to 64 years,Thousand persons,Females,Active population,1021.0,2010-01-01 +5213,Italy,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),990.0,2010-01-01 +5214,Italy,From 55 to 64 years,Percentage of total population,Total,Active population,37.9,2010-01-01 +5215,Italy,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),36.5,2010-01-01 +5216,Italy,From 55 to 64 years,Percentage of total population,Males,Active population,49.5,2010-01-01 +5217,Italy,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.6,2010-01-01 +5218,Italy,From 55 to 64 years,Percentage of total population,Females,Active population,26.9,2010-01-01 +5219,Italy,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.1,2010-01-01 +5220,Cyprus,From 15 to 24 years,Thousand persons,Total,Active population,42.0,2010-01-01 +5221,Cyprus,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),35.0,2010-01-01 +5222,Cyprus,From 15 to 24 years,Thousand persons,Males,Active population,20.0,2010-01-01 +5223,Cyprus,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),17.0,2010-01-01 +5224,Cyprus,From 15 to 24 years,Thousand persons,Females,Active population,22.0,2010-01-01 +5225,Cyprus,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),18.0,2010-01-01 +5226,Cyprus,From 15 to 24 years,Percentage of total population,Total,Active population,40.6,2010-01-01 +5227,Cyprus,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.8,2010-01-01 +5228,Cyprus,From 15 to 24 years,Percentage of total population,Males,Active population,40.9,2010-01-01 +5229,Cyprus,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),34.4,2010-01-01 +5230,Cyprus,From 15 to 24 years,Percentage of total population,Females,Active population,40.2,2010-01-01 +5231,Cyprus,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.3,2010-01-01 +5232,Cyprus,From 25 to 54 years,Thousand persons,Total,Active population,312.0,2010-01-01 +5233,Cyprus,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),295.0,2010-01-01 +5234,Cyprus,From 25 to 54 years,Thousand persons,Males,Active population,159.0,2010-01-01 +5235,Cyprus,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),150.0,2010-01-01 +5236,Cyprus,From 25 to 54 years,Thousand persons,Females,Active population,153.0,2010-01-01 +5237,Cyprus,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),145.0,2010-01-01 +5238,Cyprus,From 25 to 54 years,Percentage of total population,Total,Active population,86.9,2010-01-01 +5239,Cyprus,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.2,2010-01-01 +5240,Cyprus,From 25 to 54 years,Percentage of total population,Males,Active population,93.4,2010-01-01 +5241,Cyprus,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.3,2010-01-01 +5242,Cyprus,From 25 to 54 years,Percentage of total population,Females,Active population,81.0,2010-01-01 +5243,Cyprus,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.7,2010-01-01 +5244,Cyprus,From 55 to 64 years,Thousand persons,Total,Active population,54.0,2010-01-01 +5245,Cyprus,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),52.0,2010-01-01 +5246,Cyprus,From 55 to 64 years,Thousand persons,Males,Active population,34.0,2010-01-01 +5247,Cyprus,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),32.0,2010-01-01 +5248,Cyprus,From 55 to 64 years,Thousand persons,Females,Active population,21.0,2010-01-01 +5249,Cyprus,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),20.0,2010-01-01 +5250,Cyprus,From 55 to 64 years,Percentage of total population,Total,Active population,59.1,2010-01-01 +5251,Cyprus,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),56.3,2010-01-01 +5252,Cyprus,From 55 to 64 years,Percentage of total population,Males,Active population,74.3,2010-01-01 +5253,Cyprus,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),70.5,2010-01-01 +5254,Cyprus,From 55 to 64 years,Percentage of total population,Females,Active population,44.3,2010-01-01 +5255,Cyprus,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.5,2010-01-01 +5256,Latvia,From 15 to 24 years,Thousand persons,Total,Active population,117.0,2010-01-01 +5257,Latvia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),75.0,2010-01-01 +5258,Latvia,From 15 to 24 years,Thousand persons,Males,Active population,63.0,2010-01-01 +5259,Latvia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),40.0,2010-01-01 +5260,Latvia,From 15 to 24 years,Thousand persons,Females,Active population,54.0,2010-01-01 +5261,Latvia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),35.0,2010-01-01 +5262,Latvia,From 15 to 24 years,Percentage of total population,Total,Active population,39.7,2010-01-01 +5263,Latvia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.4,2010-01-01 +5264,Latvia,From 15 to 24 years,Percentage of total population,Males,Active population,42.2,2010-01-01 +5265,Latvia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),26.5,2010-01-01 +5266,Latvia,From 15 to 24 years,Percentage of total population,Females,Active population,37.2,2010-01-01 +5267,Latvia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.3,2010-01-01 +5268,Latvia,From 25 to 54 years,Thousand persons,Total,Active population,777.0,2010-01-01 +5269,Latvia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),637.0,2010-01-01 +5270,Latvia,From 25 to 54 years,Thousand persons,Males,Active population,387.0,2010-01-01 +5271,Latvia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),305.0,2010-01-01 +5272,Latvia,From 25 to 54 years,Thousand persons,Females,Active population,390.0,2010-01-01 +5273,Latvia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),332.0,2010-01-01 +5274,Latvia,From 25 to 54 years,Percentage of total population,Total,Active population,88.6,2010-01-01 +5275,Latvia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),72.6,2010-01-01 +5276,Latvia,From 25 to 54 years,Percentage of total population,Males,Active population,91.0,2010-01-01 +5277,Latvia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),71.7,2010-01-01 +5278,Latvia,From 25 to 54 years,Percentage of total population,Females,Active population,86.3,2010-01-01 +5279,Latvia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.5,2010-01-01 +5280,Latvia,From 55 to 64 years,Thousand persons,Total,Active population,139.0,2010-01-01 +5281,Latvia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),117.0,2010-01-01 +5282,Latvia,From 55 to 64 years,Thousand persons,Males,Active population,61.0,2010-01-01 +5283,Latvia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),49.0,2010-01-01 +5284,Latvia,From 55 to 64 years,Thousand persons,Females,Active population,78.0,2010-01-01 +5285,Latvia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),68.0,2010-01-01 +5286,Latvia,From 55 to 64 years,Percentage of total population,Total,Active population,56.9,2010-01-01 +5287,Latvia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.8,2010-01-01 +5288,Latvia,From 55 to 64 years,Percentage of total population,Males,Active population,58.5,2010-01-01 +5289,Latvia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.9,2010-01-01 +5290,Latvia,From 55 to 64 years,Percentage of total population,Females,Active population,55.7,2010-01-01 +5291,Latvia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),48.4,2010-01-01 +5292,Lithuania,From 15 to 24 years,Thousand persons,Total,Active population,131.0,2010-01-01 +5293,Lithuania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),84.0,2010-01-01 +5294,Lithuania,From 15 to 24 years,Thousand persons,Males,Active population,73.0,2010-01-01 +5295,Lithuania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),45.0,2010-01-01 +5296,Lithuania,From 15 to 24 years,Thousand persons,Females,Active population,57.0,2010-01-01 +5297,Lithuania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),39.0,2010-01-01 +5298,Lithuania,From 15 to 24 years,Percentage of total population,Total,Active population,28.4,2010-01-01 +5299,Lithuania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),18.3,2010-01-01 +5300,Lithuania,From 15 to 24 years,Percentage of total population,Males,Active population,31.3,2010-01-01 +5301,Lithuania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),19.1,2010-01-01 +5302,Lithuania,From 15 to 24 years,Percentage of total population,Females,Active population,25.4,2010-01-01 +5303,Lithuania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.4,2010-01-01 +5304,Lithuania,From 25 to 54 years,Thousand persons,Total,Active population,1169.0,2010-01-01 +5305,Lithuania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),973.0,2010-01-01 +5306,Lithuania,From 25 to 54 years,Thousand persons,Males,Active population,570.0,2010-01-01 +5307,Lithuania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),456.0,2010-01-01 +5308,Lithuania,From 25 to 54 years,Thousand persons,Females,Active population,599.0,2010-01-01 +5309,Lithuania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),518.0,2010-01-01 +5310,Lithuania,From 25 to 54 years,Percentage of total population,Total,Active population,88.4,2010-01-01 +5311,Lithuania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),73.6,2010-01-01 +5312,Lithuania,From 25 to 54 years,Percentage of total population,Males,Active population,89.0,2010-01-01 +5313,Lithuania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),71.1,2010-01-01 +5314,Lithuania,From 25 to 54 years,Percentage of total population,Females,Active population,87.8,2010-01-01 +5315,Lithuania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.9,2010-01-01 +5316,Lithuania,From 55 to 64 years,Thousand persons,Total,Active population,195.0,2010-01-01 +5317,Lithuania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),167.0,2010-01-01 +5318,Lithuania,From 55 to 64 years,Thousand persons,Males,Active population,94.0,2010-01-01 +5319,Lithuania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),78.0,2010-01-01 +5320,Lithuania,From 55 to 64 years,Thousand persons,Females,Active population,101.0,2010-01-01 +5321,Lithuania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),89.0,2010-01-01 +5322,Lithuania,From 55 to 64 years,Percentage of total population,Total,Active population,56.5,2010-01-01 +5323,Lithuania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),48.3,2010-01-01 +5324,Lithuania,From 55 to 64 years,Percentage of total population,Males,Active population,62.6,2010-01-01 +5325,Lithuania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.1,2010-01-01 +5326,Lithuania,From 55 to 64 years,Percentage of total population,Females,Active population,51.7,2010-01-01 +5327,Lithuania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.5,2010-01-01 +5328,Luxembourg,From 15 to 24 years,Thousand persons,Total,Active population,14.0,2010-01-01 +5329,Luxembourg,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),12.0,2010-01-01 +5330,Luxembourg,From 15 to 24 years,Thousand persons,Males,Active population,8.0,2010-01-01 +5331,Luxembourg,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),6.0,2010-01-01 +5332,Luxembourg,From 15 to 24 years,Thousand persons,Females,Active population,6.0,2010-01-01 +5333,Luxembourg,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),6.0,2010-01-01 +5334,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Active population,24.7,2010-01-01 +5335,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),21.2,2010-01-01 +5336,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Active population,26.8,2010-01-01 +5337,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),22.1,2010-01-01 +5338,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Active population,22.7,2010-01-01 +5339,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.3,2010-01-01 +5340,Luxembourg,From 25 to 54 years,Thousand persons,Total,Active population,193.0,2010-01-01 +5341,Luxembourg,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),186.0,2010-01-01 +5342,Luxembourg,From 25 to 54 years,Thousand persons,Males,Active population,108.0,2010-01-01 +5343,Luxembourg,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),104.0,2010-01-01 +5344,Luxembourg,From 25 to 54 years,Thousand persons,Females,Active population,86.0,2010-01-01 +5345,Luxembourg,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),81.0,2010-01-01 +5346,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Active population,85.7,2010-01-01 +5347,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.3,2010-01-01 +5348,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Active population,94.8,2010-01-01 +5349,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),92.0,2010-01-01 +5350,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Active population,76.4,2010-01-01 +5351,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.6,2010-01-01 +5352,Luxembourg,From 55 to 64 years,Thousand persons,Total,Active population,21.0,2010-01-01 +5353,Luxembourg,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),21.0,2010-01-01 +5354,Luxembourg,From 55 to 64 years,Thousand persons,Males,Active population,13.0,2010-01-01 +5355,Luxembourg,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),13.0,2010-01-01 +5356,Luxembourg,From 55 to 64 years,Thousand persons,Females,Active population,8.0,2010-01-01 +5357,Luxembourg,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),8.0,2010-01-01 +5358,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Active population,40.6,2010-01-01 +5359,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.6,2010-01-01 +5360,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Active population,48.8,2010-01-01 +5361,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.7,2010-01-01 +5362,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Active population,32.0,2010-01-01 +5363,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.3,2010-01-01 +5364,Hungary,From 15 to 24 years,Thousand persons,Total,Active population,296.0,2010-01-01 +5365,Hungary,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),218.0,2010-01-01 +5366,Hungary,From 15 to 24 years,Thousand persons,Males,Active population,167.0,2010-01-01 +5367,Hungary,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),121.0,2010-01-01 +5368,Hungary,From 15 to 24 years,Thousand persons,Females,Active population,129.0,2010-01-01 +5369,Hungary,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),97.0,2010-01-01 +5370,Hungary,From 15 to 24 years,Percentage of total population,Total,Active population,24.8,2010-01-01 +5371,Hungary,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),18.3,2010-01-01 +5372,Hungary,From 15 to 24 years,Percentage of total population,Males,Active population,27.5,2010-01-01 +5373,Hungary,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),19.9,2010-01-01 +5374,Hungary,From 15 to 24 years,Percentage of total population,Females,Active population,22.0,2010-01-01 +5375,Hungary,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),16.6,2010-01-01 +5376,Hungary,From 25 to 54 years,Thousand persons,Total,Active population,3375.0,2010-01-01 +5377,Hungary,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3023.0,2010-01-01 +5378,Hungary,From 25 to 54 years,Thousand persons,Males,Active population,1807.0,2010-01-01 +5379,Hungary,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1614.0,2010-01-01 +5380,Hungary,From 25 to 54 years,Thousand persons,Females,Active population,1568.0,2010-01-01 +5381,Hungary,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1409.0,2010-01-01 +5382,Hungary,From 25 to 54 years,Percentage of total population,Total,Active population,80.9,2010-01-01 +5383,Hungary,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),72.5,2010-01-01 +5384,Hungary,From 25 to 54 years,Percentage of total population,Males,Active population,87.3,2010-01-01 +5385,Hungary,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),78.0,2010-01-01 +5386,Hungary,From 25 to 54 years,Percentage of total population,Females,Active population,74.6,2010-01-01 +5387,Hungary,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),67.0,2010-01-01 +5388,Hungary,From 55 to 64 years,Thousand persons,Total,Active population,499.0,2010-01-01 +5389,Hungary,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),460.0,2010-01-01 +5390,Hungary,From 55 to 64 years,Thousand persons,Males,Active population,262.0,2010-01-01 +5391,Hungary,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),240.0,2010-01-01 +5392,Hungary,From 55 to 64 years,Thousand persons,Females,Active population,237.0,2010-01-01 +5393,Hungary,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),220.0,2010-01-01 +5394,Hungary,From 55 to 64 years,Percentage of total population,Total,Active population,36.5,2010-01-01 +5395,Hungary,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.6,2010-01-01 +5396,Hungary,From 55 to 64 years,Percentage of total population,Males,Active population,42.2,2010-01-01 +5397,Hungary,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),38.6,2010-01-01 +5398,Hungary,From 55 to 64 years,Percentage of total population,Females,Active population,31.7,2010-01-01 +5399,Hungary,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.4,2010-01-01 +5400,Malta,From 15 to 24 years,Thousand persons,Total,Active population,29.0,2010-01-01 +5401,Malta,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),25.0,2010-01-01 +5402,Malta,From 15 to 24 years,Thousand persons,Males,Active population,15.0,2010-01-01 +5403,Malta,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),13.0,2010-01-01 +5404,Malta,From 15 to 24 years,Thousand persons,Females,Active population,13.0,2010-01-01 +5405,Malta,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),12.0,2010-01-01 +5406,Malta,From 15 to 24 years,Percentage of total population,Total,Active population,50.9,2010-01-01 +5407,Malta,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.2,2010-01-01 +5408,Malta,From 15 to 24 years,Percentage of total population,Males,Active population,53.6,2010-01-01 +5409,Malta,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.9,2010-01-01 +5410,Malta,From 15 to 24 years,Percentage of total population,Females,Active population,48.1,2010-01-01 +5411,Malta,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.4,2010-01-01 +5412,Malta,From 25 to 54 years,Thousand persons,Total,Active population,124.0,2010-01-01 +5413,Malta,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),117.0,2010-01-01 +5414,Malta,From 25 to 54 years,Thousand persons,Males,Active population,82.0,2010-01-01 +5415,Malta,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),77.0,2010-01-01 +5416,Malta,From 25 to 54 years,Thousand persons,Females,Active population,42.0,2010-01-01 +5417,Malta,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),40.0,2010-01-01 +5418,Malta,From 25 to 54 years,Percentage of total population,Total,Active population,72.9,2010-01-01 +5419,Malta,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),68.6,2010-01-01 +5420,Malta,From 25 to 54 years,Percentage of total population,Males,Active population,94.5,2010-01-01 +5421,Malta,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.1,2010-01-01 +5422,Malta,From 25 to 54 years,Percentage of total population,Females,Active population,50.6,2010-01-01 +5423,Malta,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),47.5,2010-01-01 +5424,Malta,From 55 to 64 years,Thousand persons,Total,Active population,20.0,2010-01-01 +5425,Malta,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),19.0,2010-01-01 +5426,Malta,From 55 to 64 years,Thousand persons,Males,Active population,15.0,2010-01-01 +5427,Malta,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),15.0,2010-01-01 +5428,Malta,From 55 to 64 years,Thousand persons,Females,Active population,4.0,2010-01-01 +5429,Malta,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),4.0,2010-01-01 +5430,Malta,From 55 to 64 years,Percentage of total population,Total,Active population,33.3,2010-01-01 +5431,Malta,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.9,2010-01-01 +5432,Malta,From 55 to 64 years,Percentage of total population,Males,Active population,52.3,2010-01-01 +5433,Malta,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.0,2010-01-01 +5434,Malta,From 55 to 64 years,Percentage of total population,Females,Active population,14.6,2010-01-01 +5435,Malta,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),14.1,2010-01-01 +5436,Netherlands,From 15 to 24 years,Thousand persons,Total,Active population,1385.0,2010-01-01 +5437,Netherlands,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1264.0,2010-01-01 +5438,Netherlands,From 15 to 24 years,Thousand persons,Males,Active population,698.0,2010-01-01 +5439,Netherlands,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),636.0,2010-01-01 +5440,Netherlands,From 15 to 24 years,Thousand persons,Females,Active population,687.0,2010-01-01 +5441,Netherlands,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),628.0,2010-01-01 +5442,Netherlands,From 15 to 24 years,Percentage of total population,Total,Active population,69.0,2010-01-01 +5443,Netherlands,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),63.0,2010-01-01 +5444,Netherlands,From 15 to 24 years,Percentage of total population,Males,Active population,68.6,2010-01-01 +5445,Netherlands,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),62.6,2010-01-01 +5446,Netherlands,From 15 to 24 years,Percentage of total population,Females,Active population,69.4,2010-01-01 +5447,Netherlands,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),63.5,2010-01-01 +5448,Netherlands,From 25 to 54 years,Thousand persons,Total,Active population,6024.0,2010-01-01 +5449,Netherlands,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),5806.0,2010-01-01 +5450,Netherlands,From 25 to 54 years,Thousand persons,Males,Active population,3207.0,2010-01-01 +5451,Netherlands,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3093.0,2010-01-01 +5452,Netherlands,From 25 to 54 years,Thousand persons,Females,Active population,2817.0,2010-01-01 +5453,Netherlands,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2713.0,2010-01-01 +5454,Netherlands,From 25 to 54 years,Percentage of total population,Total,Active population,87.9,2010-01-01 +5455,Netherlands,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.7,2010-01-01 +5456,Netherlands,From 25 to 54 years,Percentage of total population,Males,Active population,93.3,2010-01-01 +5457,Netherlands,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.0,2010-01-01 +5458,Netherlands,From 25 to 54 years,Percentage of total population,Females,Active population,82.4,2010-01-01 +5459,Netherlands,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.3,2010-01-01 +5460,Netherlands,From 55 to 64 years,Thousand persons,Total,Active population,1205.0,2010-01-01 +5461,Netherlands,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1157.0,2010-01-01 +5462,Netherlands,From 55 to 64 years,Thousand persons,Males,Active population,727.0,2010-01-01 +5463,Netherlands,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),696.0,2010-01-01 +5464,Netherlands,From 55 to 64 years,Thousand persons,Females,Active population,478.0,2010-01-01 +5465,Netherlands,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),460.0,2010-01-01 +5466,Netherlands,From 55 to 64 years,Percentage of total population,Total,Active population,55.9,2010-01-01 +5467,Netherlands,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.7,2010-01-01 +5468,Netherlands,From 55 to 64 years,Percentage of total population,Males,Active population,67.3,2010-01-01 +5469,Netherlands,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),64.5,2010-01-01 +5470,Netherlands,From 55 to 64 years,Percentage of total population,Females,Active population,44.5,2010-01-01 +5471,Netherlands,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.8,2010-01-01 +5472,Austria,From 15 to 24 years,Thousand persons,Total,Active population,574.0,2010-01-01 +5473,Austria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),519.0,2010-01-01 +5474,Austria,From 15 to 24 years,Thousand persons,Males,Active population,306.0,2010-01-01 +5475,Austria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),277.0,2010-01-01 +5476,Austria,From 15 to 24 years,Thousand persons,Females,Active population,267.0,2010-01-01 +5477,Austria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),242.0,2010-01-01 +5478,Austria,From 15 to 24 years,Percentage of total population,Total,Active population,58.3,2010-01-01 +5479,Austria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),52.8,2010-01-01 +5480,Austria,From 15 to 24 years,Percentage of total population,Males,Active population,62.6,2010-01-01 +5481,Austria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.6,2010-01-01 +5482,Austria,From 15 to 24 years,Percentage of total population,Females,Active population,54.0,2010-01-01 +5483,Austria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),48.9,2010-01-01 +5484,Austria,From 25 to 54 years,Thousand persons,Total,Active population,3174.0,2010-01-01 +5485,Austria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3035.0,2010-01-01 +5486,Austria,From 25 to 54 years,Thousand persons,Males,Active population,1674.0,2010-01-01 +5487,Austria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1597.0,2010-01-01 +5488,Austria,From 25 to 54 years,Thousand persons,Females,Active population,1501.0,2010-01-01 +5489,Austria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1438.0,2010-01-01 +5490,Austria,From 25 to 54 years,Percentage of total population,Total,Active population,87.1,2010-01-01 +5491,Austria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.3,2010-01-01 +5492,Austria,From 25 to 54 years,Percentage of total population,Males,Active population,91.9,2010-01-01 +5493,Austria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.7,2010-01-01 +5494,Austria,From 25 to 54 years,Percentage of total population,Females,Active population,82.4,2010-01-01 +5495,Austria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.9,2010-01-01 +5496,Austria,From 55 to 64 years,Thousand persons,Total,Active population,399.0,2010-01-01 +5497,Austria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),389.0,2010-01-01 +5498,Austria,From 55 to 64 years,Thousand persons,Males,Active population,236.0,2010-01-01 +5499,Austria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),229.0,2010-01-01 +5500,Austria,From 55 to 64 years,Thousand persons,Females,Active population,163.0,2010-01-01 +5501,Austria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),160.0,2010-01-01 +5502,Austria,From 55 to 64 years,Percentage of total population,Total,Active population,42.2,2010-01-01 +5503,Austria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.2,2010-01-01 +5504,Austria,From 55 to 64 years,Percentage of total population,Males,Active population,51.4,2010-01-01 +5505,Austria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),49.9,2010-01-01 +5506,Austria,From 55 to 64 years,Percentage of total population,Females,Active population,33.6,2010-01-01 +5507,Austria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.0,2010-01-01 +5508,Poland,From 15 to 24 years,Thousand persons,Total,Active population,1740.0,2010-01-01 +5509,Poland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1328.0,2010-01-01 +5510,Poland,From 15 to 24 years,Thousand persons,Males,Active population,1014.0,2010-01-01 +5511,Poland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),786.0,2010-01-01 +5512,Poland,From 15 to 24 years,Thousand persons,Females,Active population,726.0,2010-01-01 +5513,Poland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),542.0,2010-01-01 +5514,Poland,From 15 to 24 years,Percentage of total population,Total,Active population,34.6,2010-01-01 +5515,Poland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),26.4,2010-01-01 +5516,Poland,From 15 to 24 years,Percentage of total population,Males,Active population,39.3,2010-01-01 +5517,Poland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),30.5,2010-01-01 +5518,Poland,From 15 to 24 years,Percentage of total population,Females,Active population,29.6,2010-01-01 +5519,Poland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),22.1,2010-01-01 +5520,Poland,From 25 to 54 years,Thousand persons,Total,Active population,13304.0,2010-01-01 +5521,Poland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),12201.0,2010-01-01 +5522,Poland,From 25 to 54 years,Thousand persons,Males,Active population,7135.0,2010-01-01 +5523,Poland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),6570.0,2010-01-01 +5524,Poland,From 25 to 54 years,Thousand persons,Females,Active population,6169.0,2010-01-01 +5525,Poland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),5631.0,2010-01-01 +5526,Poland,From 25 to 54 years,Percentage of total population,Total,Active population,84.1,2010-01-01 +5527,Poland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.2,2010-01-01 +5528,Poland,From 25 to 54 years,Percentage of total population,Males,Active population,89.6,2010-01-01 +5529,Poland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.5,2010-01-01 +5530,Poland,From 25 to 54 years,Percentage of total population,Females,Active population,78.6,2010-01-01 +5531,Poland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.7,2010-01-01 +5532,Poland,From 55 to 64 years,Thousand persons,Total,Active population,1835.0,2010-01-01 +5533,Poland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1704.0,2010-01-01 +5534,Poland,From 55 to 64 years,Thousand persons,Males,Active population,1148.0,2010-01-01 +5535,Poland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1061.0,2010-01-01 +5536,Poland,From 55 to 64 years,Thousand persons,Females,Active population,687.0,2010-01-01 +5537,Poland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),642.0,2010-01-01 +5538,Poland,From 55 to 64 years,Percentage of total population,Total,Active population,36.7,2010-01-01 +5539,Poland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.1,2010-01-01 +5540,Poland,From 55 to 64 years,Percentage of total population,Males,Active population,48.9,2010-01-01 +5541,Poland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.2,2010-01-01 +5542,Poland,From 55 to 64 years,Percentage of total population,Females,Active population,25.9,2010-01-01 +5543,Poland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.2,2010-01-01 +5544,Portugal,From 15 to 24 years,Thousand persons,Total,Active population,418.0,2010-01-01 +5545,Portugal,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),323.0,2010-01-01 +5546,Portugal,From 15 to 24 years,Thousand persons,Males,Active population,223.0,2010-01-01 +5547,Portugal,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),175.0,2010-01-01 +5548,Portugal,From 15 to 24 years,Thousand persons,Females,Active population,195.0,2010-01-01 +5549,Portugal,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),148.0,2010-01-01 +5550,Portugal,From 15 to 24 years,Percentage of total population,Total,Active population,36.1,2010-01-01 +5551,Portugal,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),27.9,2010-01-01 +5552,Portugal,From 15 to 24 years,Percentage of total population,Males,Active population,38.0,2010-01-01 +5553,Portugal,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.7,2010-01-01 +5554,Portugal,From 15 to 24 years,Percentage of total population,Females,Active population,34.2,2010-01-01 +5555,Portugal,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.0,2010-01-01 +5556,Portugal,From 25 to 54 years,Thousand persons,Total,Active population,4048.0,2010-01-01 +5557,Portugal,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3616.0,2010-01-01 +5558,Portugal,From 25 to 54 years,Thousand persons,Males,Active population,2067.0,2010-01-01 +5559,Portugal,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1876.0,2010-01-01 +5560,Portugal,From 25 to 54 years,Thousand persons,Females,Active population,1981.0,2010-01-01 +5561,Portugal,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1741.0,2010-01-01 +5562,Portugal,From 25 to 54 years,Percentage of total population,Total,Active population,88.7,2010-01-01 +5563,Portugal,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.2,2010-01-01 +5564,Portugal,From 25 to 54 years,Percentage of total population,Males,Active population,92.7,2010-01-01 +5565,Portugal,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.1,2010-01-01 +5566,Portugal,From 25 to 54 years,Percentage of total population,Females,Active population,84.9,2010-01-01 +5567,Portugal,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.5,2010-01-01 +5568,Portugal,From 55 to 64 years,Thousand persons,Total,Active population,699.0,2010-01-01 +5569,Portugal,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),637.0,2010-01-01 +5570,Portugal,From 55 to 64 years,Thousand persons,Males,Active population,377.0,2010-01-01 +5571,Portugal,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),339.0,2010-01-01 +5572,Portugal,From 55 to 64 years,Thousand persons,Females,Active population,323.0,2010-01-01 +5573,Portugal,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),298.0,2010-01-01 +5574,Portugal,From 55 to 64 years,Percentage of total population,Total,Active population,54.3,2010-01-01 +5575,Portugal,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),49.5,2010-01-01 +5576,Portugal,From 55 to 64 years,Percentage of total population,Males,Active population,62.0,2010-01-01 +5577,Portugal,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.8,2010-01-01 +5578,Portugal,From 55 to 64 years,Percentage of total population,Females,Active population,47.4,2010-01-01 +5579,Portugal,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.8,2010-01-01 +5580,Romania,From 15 to 24 years,Thousand persons,Total,Active population,783.0,2010-01-01 +5581,Romania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),610.0,2010-01-01 +5582,Romania,From 15 to 24 years,Thousand persons,Males,Active population,472.0,2010-01-01 +5583,Romania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),368.0,2010-01-01 +5584,Romania,From 15 to 24 years,Thousand persons,Females,Active population,311.0,2010-01-01 +5585,Romania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),242.0,2010-01-01 +5586,Romania,From 15 to 24 years,Percentage of total population,Total,Active population,31.2,2010-01-01 +5587,Romania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.3,2010-01-01 +5588,Romania,From 15 to 24 years,Percentage of total population,Males,Active population,36.5,2010-01-01 +5589,Romania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),28.5,2010-01-01 +5590,Romania,From 15 to 24 years,Percentage of total population,Females,Active population,25.6,2010-01-01 +5591,Romania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.9,2010-01-01 +5592,Romania,From 25 to 54 years,Thousand persons,Total,Active population,7040.0,2010-01-01 +5593,Romania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),6600.0,2010-01-01 +5594,Romania,From 25 to 54 years,Thousand persons,Males,Active population,3955.0,2010-01-01 +5595,Romania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3689.0,2010-01-01 +5596,Romania,From 25 to 54 years,Thousand persons,Females,Active population,3085.0,2010-01-01 +5597,Romania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2910.0,2010-01-01 +5598,Romania,From 25 to 54 years,Percentage of total population,Total,Active population,81.9,2010-01-01 +5599,Romania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.8,2010-01-01 +5600,Romania,From 25 to 54 years,Percentage of total population,Males,Active population,90.9,2010-01-01 +5601,Romania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.8,2010-01-01 +5602,Romania,From 25 to 54 years,Percentage of total population,Females,Active population,72.7,2010-01-01 +5603,Romania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),68.6,2010-01-01 +5604,Romania,From 55 to 64 years,Thousand persons,Total,Active population,1136.0,2010-01-01 +5605,Romania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1098.0,2010-01-01 +5606,Romania,From 55 to 64 years,Thousand persons,Males,Active population,661.0,2010-01-01 +5607,Romania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),632.0,2010-01-01 +5608,Romania,From 55 to 64 years,Thousand persons,Females,Active population,474.0,2010-01-01 +5609,Romania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),466.0,2010-01-01 +5610,Romania,From 55 to 64 years,Percentage of total population,Total,Active population,42.1,2010-01-01 +5611,Romania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),40.7,2010-01-01 +5612,Romania,From 55 to 64 years,Percentage of total population,Males,Active population,52.3,2010-01-01 +5613,Romania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),49.9,2010-01-01 +5614,Romania,From 55 to 64 years,Percentage of total population,Females,Active population,33.1,2010-01-01 +5615,Romania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.6,2010-01-01 +5616,Slovenia,From 15 to 24 years,Thousand persons,Total,Active population,96.0,2010-01-01 +5617,Slovenia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),82.0,2010-01-01 +5618,Slovenia,From 15 to 24 years,Thousand persons,Males,Active population,57.0,2010-01-01 +5619,Slovenia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),48.0,2010-01-01 +5620,Slovenia,From 15 to 24 years,Thousand persons,Females,Active population,39.0,2010-01-01 +5621,Slovenia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),33.0,2010-01-01 +5622,Slovenia,From 15 to 24 years,Percentage of total population,Total,Active population,39.9,2010-01-01 +5623,Slovenia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.1,2010-01-01 +5624,Slovenia,From 15 to 24 years,Percentage of total population,Males,Active population,44.4,2010-01-01 +5625,Slovenia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),37.6,2010-01-01 +5626,Slovenia,From 15 to 24 years,Percentage of total population,Females,Active population,34.8,2010-01-01 +5627,Slovenia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.0,2010-01-01 +5628,Slovenia,From 25 to 54 years,Thousand persons,Total,Active population,824.0,2010-01-01 +5629,Slovenia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),766.0,2010-01-01 +5630,Slovenia,From 25 to 54 years,Thousand persons,Males,Active population,431.0,2010-01-01 +5631,Slovenia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),400.0,2010-01-01 +5632,Slovenia,From 25 to 54 years,Thousand persons,Females,Active population,393.0,2010-01-01 +5633,Slovenia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),366.0,2010-01-01 +5634,Slovenia,From 25 to 54 years,Percentage of total population,Total,Active population,90.0,2010-01-01 +5635,Slovenia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.7,2010-01-01 +5636,Slovenia,From 25 to 54 years,Percentage of total population,Males,Active population,91.7,2010-01-01 +5637,Slovenia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.2,2010-01-01 +5638,Slovenia,From 25 to 54 years,Percentage of total population,Females,Active population,88.1,2010-01-01 +5639,Slovenia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.1,2010-01-01 +5640,Slovenia,From 55 to 64 years,Thousand persons,Total,Active population,97.0,2010-01-01 +5641,Slovenia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),93.0,2010-01-01 +5642,Slovenia,From 55 to 64 years,Thousand persons,Males,Active population,63.0,2010-01-01 +5643,Slovenia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),61.0,2010-01-01 +5644,Slovenia,From 55 to 64 years,Thousand persons,Females,Active population,34.0,2010-01-01 +5645,Slovenia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),33.0,2010-01-01 +5646,Slovenia,From 55 to 64 years,Percentage of total population,Total,Active population,36.5,2010-01-01 +5647,Slovenia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),35.0,2010-01-01 +5648,Slovenia,From 55 to 64 years,Percentage of total population,Males,Active population,47.5,2010-01-01 +5649,Slovenia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.5,2010-01-01 +5650,Slovenia,From 55 to 64 years,Percentage of total population,Females,Active population,25.5,2010-01-01 +5651,Slovenia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.5,2010-01-01 +5652,Slovakia,From 15 to 24 years,Thousand persons,Total,Active population,247.0,2010-01-01 +5653,Slovakia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),164.0,2010-01-01 +5654,Slovakia,From 15 to 24 years,Thousand persons,Males,Active population,147.0,2010-01-01 +5655,Slovakia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),96.0,2010-01-01 +5656,Slovakia,From 15 to 24 years,Thousand persons,Females,Active population,99.0,2010-01-01 +5657,Slovakia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),67.0,2010-01-01 +5658,Slovakia,From 15 to 24 years,Percentage of total population,Total,Active population,31.1,2010-01-01 +5659,Slovakia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),20.6,2010-01-01 +5660,Slovakia,From 15 to 24 years,Percentage of total population,Males,Active population,36.4,2010-01-01 +5661,Slovakia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),23.8,2010-01-01 +5662,Slovakia,From 15 to 24 years,Percentage of total population,Females,Active population,25.5,2010-01-01 +5663,Slovakia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.4,2010-01-01 +5664,Slovakia,From 25 to 54 years,Thousand persons,Total,Active population,2154.0,2010-01-01 +5665,Slovakia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1878.0,2010-01-01 +5666,Slovakia,From 25 to 54 years,Thousand persons,Males,Active population,1160.0,2010-01-01 +5667,Slovakia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1017.0,2010-01-01 +5668,Slovakia,From 25 to 54 years,Thousand persons,Females,Active population,994.0,2010-01-01 +5669,Slovakia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),861.0,2010-01-01 +5670,Slovakia,From 25 to 54 years,Percentage of total population,Total,Active population,86.9,2010-01-01 +5671,Slovakia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.8,2010-01-01 +5672,Slovakia,From 25 to 54 years,Percentage of total population,Males,Active population,92.9,2010-01-01 +5673,Slovakia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.4,2010-01-01 +5674,Slovakia,From 25 to 54 years,Percentage of total population,Females,Active population,80.9,2010-01-01 +5675,Slovakia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.1,2010-01-01 +5676,Slovakia,From 55 to 64 years,Thousand persons,Total,Active population,295.0,2010-01-01 +5677,Slovakia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),266.0,2010-01-01 +5678,Slovakia,From 55 to 64 years,Thousand persons,Males,Active population,183.0,2010-01-01 +5679,Slovakia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),166.0,2010-01-01 +5680,Slovakia,From 55 to 64 years,Thousand persons,Females,Active population,112.0,2010-01-01 +5681,Slovakia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),100.0,2010-01-01 +5682,Slovakia,From 55 to 64 years,Percentage of total population,Total,Active population,45.1,2010-01-01 +5683,Slovakia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),40.5,2010-01-01 +5684,Slovakia,From 55 to 64 years,Percentage of total population,Males,Active population,59.7,2010-01-01 +5685,Slovakia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.0,2010-01-01 +5686,Slovakia,From 55 to 64 years,Percentage of total population,Females,Active population,32.3,2010-01-01 +5687,Slovakia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.7,2010-01-01 +5688,Finland,From 15 to 24 years,Thousand persons,Total,Active population,317.0,2010-01-01 +5689,Finland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),249.0,2010-01-01 +5690,Finland,From 15 to 24 years,Thousand persons,Males,Active population,158.0,2010-01-01 +5691,Finland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),121.0,2010-01-01 +5692,Finland,From 15 to 24 years,Thousand persons,Females,Active population,159.0,2010-01-01 +5693,Finland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),128.0,2010-01-01 +5694,Finland,From 15 to 24 years,Percentage of total population,Total,Active population,49.4,2010-01-01 +5695,Finland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.8,2010-01-01 +5696,Finland,From 15 to 24 years,Percentage of total population,Males,Active population,49.4,2010-01-01 +5697,Finland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),37.7,2010-01-01 +5698,Finland,From 15 to 24 years,Percentage of total population,Females,Active population,49.3,2010-01-01 +5699,Finland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),39.9,2010-01-01 +5700,Finland,From 25 to 54 years,Thousand persons,Total,Active population,1841.0,2010-01-01 +5701,Finland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1716.0,2010-01-01 +5702,Finland,From 25 to 54 years,Thousand persons,Males,Active population,968.0,2010-01-01 +5703,Finland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),897.0,2010-01-01 +5704,Finland,From 25 to 54 years,Thousand persons,Females,Active population,874.0,2010-01-01 +5705,Finland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),819.0,2010-01-01 +5706,Finland,From 25 to 54 years,Percentage of total population,Total,Active population,87.5,2010-01-01 +5707,Finland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.6,2010-01-01 +5708,Finland,From 25 to 54 years,Percentage of total population,Males,Active population,90.5,2010-01-01 +5709,Finland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.9,2010-01-01 +5710,Finland,From 25 to 54 years,Percentage of total population,Females,Active population,84.4,2010-01-01 +5711,Finland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.2,2010-01-01 +5712,Finland,From 55 to 64 years,Thousand persons,Total,Active population,476.0,2010-01-01 +5713,Finland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),445.0,2010-01-01 +5714,Finland,From 55 to 64 years,Thousand persons,Males,Active population,234.0,2010-01-01 +5715,Finland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),217.0,2010-01-01 +5716,Finland,From 55 to 64 years,Thousand persons,Females,Active population,242.0,2010-01-01 +5717,Finland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),228.0,2010-01-01 +5718,Finland,From 55 to 64 years,Percentage of total population,Total,Active population,60.2,2010-01-01 +5719,Finland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),56.2,2010-01-01 +5720,Finland,From 55 to 64 years,Percentage of total population,Males,Active population,60.1,2010-01-01 +5721,Finland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.6,2010-01-01 +5722,Finland,From 55 to 64 years,Percentage of total population,Females,Active population,60.3,2010-01-01 +5723,Finland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),56.9,2010-01-01 +5724,Sweden,From 15 to 24 years,Thousand persons,Total,Active population,643.0,2010-01-01 +5725,Sweden,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),483.0,2010-01-01 +5726,Sweden,From 15 to 24 years,Thousand persons,Males,Active population,331.0,2010-01-01 +5727,Sweden,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),245.0,2010-01-01 +5728,Sweden,From 15 to 24 years,Thousand persons,Females,Active population,312.0,2010-01-01 +5729,Sweden,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),238.0,2010-01-01 +5730,Sweden,From 15 to 24 years,Percentage of total population,Total,Active population,51.6,2010-01-01 +5731,Sweden,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.8,2010-01-01 +5732,Sweden,From 15 to 24 years,Percentage of total population,Males,Active population,52.0,2010-01-01 +5733,Sweden,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),38.5,2010-01-01 +5734,Sweden,From 15 to 24 years,Percentage of total population,Females,Active population,51.3,2010-01-01 +5735,Sweden,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),39.2,2010-01-01 +5736,Sweden,From 25 to 54 years,Thousand persons,Total,Active population,3291.0,2010-01-01 +5737,Sweden,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3078.0,2010-01-01 +5738,Sweden,From 25 to 54 years,Thousand persons,Males,Active population,1733.0,2010-01-01 +5739,Sweden,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1624.0,2010-01-01 +5740,Sweden,From 25 to 54 years,Thousand persons,Females,Active population,1558.0,2010-01-01 +5741,Sweden,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1454.0,2010-01-01 +5742,Sweden,From 25 to 54 years,Percentage of total population,Total,Active population,89.8,2010-01-01 +5743,Sweden,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.0,2010-01-01 +5744,Sweden,From 25 to 54 years,Percentage of total population,Males,Active population,92.9,2010-01-01 +5745,Sweden,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.0,2010-01-01 +5746,Sweden,From 25 to 54 years,Percentage of total population,Females,Active population,86.6,2010-01-01 +5747,Sweden,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.9,2010-01-01 +5748,Sweden,From 55 to 64 years,Thousand persons,Total,Active population,893.0,2010-01-01 +5749,Sweden,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),841.0,2010-01-01 +5750,Sweden,From 55 to 64 years,Thousand persons,Males,Active population,474.0,2010-01-01 +5751,Sweden,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),442.0,2010-01-01 +5752,Sweden,From 55 to 64 years,Thousand persons,Females,Active population,419.0,2010-01-01 +5753,Sweden,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),399.0,2010-01-01 +5754,Sweden,From 55 to 64 years,Percentage of total population,Total,Active population,74.8,2010-01-01 +5755,Sweden,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),70.4,2010-01-01 +5756,Sweden,From 55 to 64 years,Percentage of total population,Males,Active population,79.3,2010-01-01 +5757,Sweden,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),74.0,2010-01-01 +5758,Sweden,From 55 to 64 years,Percentage of total population,Females,Active population,70.2,2010-01-01 +5759,Sweden,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.9,2010-01-01 +5760,United Kingdom,From 15 to 24 years,Thousand persons,Total,Active population,4558.0,2010-01-01 +5761,United Kingdom,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3652.0,2010-01-01 +5762,United Kingdom,From 15 to 24 years,Thousand persons,Males,Active population,2385.0,2010-01-01 +5763,United Kingdom,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1862.0,2010-01-01 +5764,United Kingdom,From 15 to 24 years,Thousand persons,Females,Active population,2173.0,2010-01-01 +5765,United Kingdom,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1790.0,2010-01-01 +5766,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Active population,58.4,2010-01-01 +5767,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.8,2010-01-01 +5768,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Active population,60.9,2010-01-01 +5769,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.6,2010-01-01 +5770,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Active population,55.9,2010-01-01 +5771,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),46.1,2010-01-01 +5772,United Kingdom,From 25 to 54 years,Thousand persons,Total,Active population,21776.0,2010-01-01 +5773,United Kingdom,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20451.0,2010-01-01 +5774,United Kingdom,From 25 to 54 years,Thousand persons,Males,Active population,11590.0,2010-01-01 +5775,United Kingdom,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10822.0,2010-01-01 +5776,United Kingdom,From 25 to 54 years,Thousand persons,Females,Active population,10185.0,2010-01-01 +5777,United Kingdom,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9630.0,2010-01-01 +5778,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Active population,84.9,2010-01-01 +5779,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.8,2010-01-01 +5780,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Active population,91.4,2010-01-01 +5781,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.4,2010-01-01 +5782,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Active population,78.6,2010-01-01 +5783,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.3,2010-01-01 +5784,United Kingdom,From 55 to 64 years,Thousand persons,Total,Active population,4394.0,2010-01-01 +5785,United Kingdom,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),4186.0,2010-01-01 +5786,United Kingdom,From 55 to 64 years,Thousand persons,Males,Active population,2491.0,2010-01-01 +5787,United Kingdom,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2343.0,2010-01-01 +5788,United Kingdom,From 55 to 64 years,Thousand persons,Females,Active population,1903.0,2010-01-01 +5789,United Kingdom,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1843.0,2010-01-01 +5790,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Active population,60.0,2010-01-01 +5791,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),57.2,2010-01-01 +5792,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Active population,69.2,2010-01-01 +5793,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),65.1,2010-01-01 +5794,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Active population,51.1,2010-01-01 +5795,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.5,2010-01-01 +5796,Iceland,From 15 to 24 years,Thousand persons,Total,Active population,30.0,2010-01-01 +5797,Iceland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),25.0,2010-01-01 +5798,Iceland,From 15 to 24 years,Thousand persons,Males,Active population,15.0,2010-01-01 +5799,Iceland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),12.0,2010-01-01 +5800,Iceland,From 15 to 24 years,Thousand persons,Females,Active population,15.0,2010-01-01 +5801,Iceland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),13.0,2010-01-01 +5802,Iceland,From 15 to 24 years,Percentage of total population,Total,Active population,73.7,2010-01-01 +5803,Iceland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.7,2010-01-01 +5804,Iceland,From 15 to 24 years,Percentage of total population,Males,Active population,71.3,2010-01-01 +5805,Iceland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.2,2010-01-01 +5806,Iceland,From 15 to 24 years,Percentage of total population,Females,Active population,76.1,2010-01-01 +5807,Iceland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),65.3,2010-01-01 +5808,Iceland,From 25 to 54 years,Thousand persons,Total,Active population,114.0,2010-01-01 +5809,Iceland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),107.0,2010-01-01 +5810,Iceland,From 25 to 54 years,Thousand persons,Males,Active population,60.0,2010-01-01 +5811,Iceland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),56.0,2010-01-01 +5812,Iceland,From 25 to 54 years,Thousand persons,Females,Active population,54.0,2010-01-01 +5813,Iceland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),51.0,2010-01-01 +5814,Iceland,From 25 to 54 years,Percentage of total population,Total,Active population,88.5,2010-01-01 +5815,Iceland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.9,2010-01-01 +5816,Iceland,From 25 to 54 years,Percentage of total population,Males,Active population,92.7,2010-01-01 +5817,Iceland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.2,2010-01-01 +5818,Iceland,From 25 to 54 years,Percentage of total population,Females,Active population,84.3,2010-01-01 +5819,Iceland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.6,2010-01-01 +5820,Iceland,From 55 to 64 years,Thousand persons,Total,Active population,28.0,2010-01-01 +5821,Iceland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),27.0,2010-01-01 +5822,Iceland,From 55 to 64 years,Thousand persons,Males,Active population,15.0,2010-01-01 +5823,Iceland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),14.0,2010-01-01 +5824,Iceland,From 55 to 64 years,Thousand persons,Females,Active population,13.0,2010-01-01 +5825,Iceland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),13.0,2010-01-01 +5826,Iceland,From 55 to 64 years,Percentage of total population,Total,Active population,83.5,2010-01-01 +5827,Iceland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.8,2010-01-01 +5828,Iceland,From 55 to 64 years,Percentage of total population,Males,Active population,87.8,2010-01-01 +5829,Iceland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.2,2010-01-01 +5830,Iceland,From 55 to 64 years,Percentage of total population,Females,Active population,79.1,2010-01-01 +5831,Iceland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.4,2010-01-01 +5832,Norway,From 15 to 24 years,Thousand persons,Total,Active population,356.0,2010-01-01 +5833,Norway,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),323.0,2010-01-01 +5834,Norway,From 15 to 24 years,Thousand persons,Males,Active population,181.0,2010-01-01 +5835,Norway,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),161.0,2010-01-01 +5836,Norway,From 15 to 24 years,Thousand persons,Females,Active population,175.0,2010-01-01 +5837,Norway,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),162.0,2010-01-01 +5838,Norway,From 15 to 24 years,Percentage of total population,Total,Active population,56.7,2010-01-01 +5839,Norway,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.4,2010-01-01 +5840,Norway,From 15 to 24 years,Percentage of total population,Males,Active population,56.6,2010-01-01 +5841,Norway,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.4,2010-01-01 +5842,Norway,From 15 to 24 years,Percentage of total population,Females,Active population,56.8,2010-01-01 +5843,Norway,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),52.6,2010-01-01 +5844,Norway,From 25 to 54 years,Thousand persons,Total,Active population,1757.0,2010-01-01 +5845,Norway,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1705.0,2010-01-01 +5846,Norway,From 25 to 54 years,Thousand persons,Males,Active population,928.0,2010-01-01 +5847,Norway,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),897.0,2010-01-01 +5848,Norway,From 25 to 54 years,Thousand persons,Females,Active population,829.0,2010-01-01 +5849,Norway,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),808.0,2010-01-01 +5850,Norway,From 25 to 54 years,Percentage of total population,Total,Active population,87.3,2010-01-01 +5851,Norway,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.7,2010-01-01 +5852,Norway,From 25 to 54 years,Percentage of total population,Males,Active population,90.1,2010-01-01 +5853,Norway,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.1,2010-01-01 +5854,Norway,From 25 to 54 years,Percentage of total population,Females,Active population,84.3,2010-01-01 +5855,Norway,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.2,2010-01-01 +5856,Norway,From 55 to 64 years,Thousand persons,Total,Active population,410.0,2010-01-01 +5857,Norway,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),404.0,2010-01-01 +5858,Norway,From 55 to 64 years,Thousand persons,Males,Active population,219.0,2010-01-01 +5859,Norway,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),215.0,2010-01-01 +5860,Norway,From 55 to 64 years,Thousand persons,Females,Active population,191.0,2010-01-01 +5861,Norway,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),189.0,2010-01-01 +5862,Norway,From 55 to 64 years,Percentage of total population,Total,Active population,69.6,2010-01-01 +5863,Norway,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),68.6,2010-01-01 +5864,Norway,From 55 to 64 years,Percentage of total population,Males,Active population,73.5,2010-01-01 +5865,Norway,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),72.2,2010-01-01 +5866,Norway,From 55 to 64 years,Percentage of total population,Females,Active population,65.5,2010-01-01 +5867,Norway,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),65.0,2010-01-01 +5868,Switzerland,From 15 to 24 years,Thousand persons,Total,Active population,626.0,2010-01-01 +5869,Switzerland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),577.0,2010-01-01 +5870,Switzerland,From 15 to 24 years,Thousand persons,Males,Active population,325.0,2010-01-01 +5871,Switzerland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),301.0,2010-01-01 +5872,Switzerland,From 15 to 24 years,Thousand persons,Females,Active population,301.0,2010-01-01 +5873,Switzerland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),276.0,2010-01-01 +5874,Switzerland,From 15 to 24 years,Percentage of total population,Total,Active population,67.9,2010-01-01 +5875,Switzerland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),62.5,2010-01-01 +5876,Switzerland,From 15 to 24 years,Percentage of total population,Males,Active population,69.1,2010-01-01 +5877,Switzerland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),64.1,2010-01-01 +5878,Switzerland,From 15 to 24 years,Percentage of total population,Females,Active population,66.5,2010-01-01 +5879,Switzerland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),60.9,2010-01-01 +5880,Switzerland,From 25 to 54 years,Thousand persons,Total,Active population,3072.0,2010-01-01 +5881,Switzerland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2941.0,2010-01-01 +5882,Switzerland,From 25 to 54 years,Thousand persons,Males,Active population,1651.0,2010-01-01 +5883,Switzerland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1588.0,2010-01-01 +5884,Switzerland,From 25 to 54 years,Thousand persons,Females,Active population,1421.0,2010-01-01 +5885,Switzerland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1354.0,2010-01-01 +5886,Switzerland,From 25 to 54 years,Percentage of total population,Total,Active population,89.6,2010-01-01 +5887,Switzerland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),85.8,2010-01-01 +5888,Switzerland,From 25 to 54 years,Percentage of total population,Males,Active population,95.7,2010-01-01 +5889,Switzerland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),92.0,2010-01-01 +5890,Switzerland,From 25 to 54 years,Percentage of total population,Females,Active population,83.5,2010-01-01 +5891,Switzerland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.5,2010-01-01 +5892,Switzerland,From 55 to 64 years,Thousand persons,Total,Active population,663.0,2010-01-01 +5893,Switzerland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),640.0,2010-01-01 +5894,Switzerland,From 55 to 64 years,Thousand persons,Males,Active population,376.0,2010-01-01 +5895,Switzerland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),363.0,2010-01-01 +5896,Switzerland,From 55 to 64 years,Thousand persons,Females,Active population,286.0,2010-01-01 +5897,Switzerland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),277.0,2010-01-01 +5898,Switzerland,From 55 to 64 years,Percentage of total population,Total,Active population,70.5,2010-01-01 +5899,Switzerland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),68.0,2010-01-01 +5900,Switzerland,From 55 to 64 years,Percentage of total population,Males,Active population,80.5,2010-01-01 +5901,Switzerland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),77.6,2010-01-01 +5902,Switzerland,From 55 to 64 years,Percentage of total population,Females,Active population,60.6,2010-01-01 +5903,Switzerland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),58.5,2010-01-01 +5904,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Active population,106.0,2010-01-01 +5905,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),49.0,2010-01-01 +5906,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Active population,69.0,2010-01-01 +5907,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),32.0,2010-01-01 +5908,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Active population,37.0,2010-01-01 +5909,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),17.0,2010-01-01 +5910,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Active population,33.3,2010-01-01 +5911,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),15.4,2010-01-01 +5912,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Active population,42.2,2010-01-01 +5913,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),19.5,2010-01-01 +5914,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Active population,24.0,2010-01-01 +5915,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),11.2,2010-01-01 +5916,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Active population,717.0,2010-01-01 +5917,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),504.0,2010-01-01 +5918,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Active population,429.0,2010-01-01 +5919,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),304.0,2010-01-01 +5920,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Active population,288.0,2010-01-01 +5921,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),200.0,2010-01-01 +5922,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Active population,79.4,2010-01-01 +5923,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.8,2010-01-01 +5924,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Active population,93.3,2010-01-01 +5925,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),66.1,2010-01-01 +5926,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Active population,65.0,2010-01-01 +5927,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.1,2010-01-01 +5928,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Active population,107.0,2010-01-01 +5929,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),77.0,2010-01-01 +5930,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Active population,72.0,2010-01-01 +5931,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),51.0,2010-01-01 +5932,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Active population,35.0,2010-01-01 +5933,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),26.0,2010-01-01 +5934,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Active population,47.4,2010-01-01 +5935,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.2,2010-01-01 +5936,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Active population,65.6,2010-01-01 +5937,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.7,2010-01-01 +5938,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Active population,30.2,2010-01-01 +5939,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),22.4,2010-01-01 +5940,Turkey,From 15 to 24 years,Thousand persons,Total,Active population,4315.0,2010-01-01 +5941,Turkey,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3463.0,2010-01-01 +5942,Turkey,From 15 to 24 years,Thousand persons,Males,Active population,2808.0,2010-01-01 +5943,Turkey,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2268.0,2010-01-01 +5944,Turkey,From 15 to 24 years,Thousand persons,Females,Active population,1507.0,2010-01-01 +5945,Turkey,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1195.0,2010-01-01 +5946,Turkey,From 15 to 24 years,Percentage of total population,Total,Active population,37.4,2010-01-01 +5947,Turkey,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.0,2010-01-01 +5948,Turkey,From 15 to 24 years,Percentage of total population,Males,Active population,49.8,2010-01-01 +5949,Turkey,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.2,2010-01-01 +5950,Turkey,From 15 to 24 years,Percentage of total population,Females,Active population,25.5,2010-01-01 +5951,Turkey,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.2,2010-01-01 +5952,Turkey,From 25 to 54 years,Thousand persons,Total,Active population,18708.0,2010-01-01 +5953,Turkey,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),16956.0,2010-01-01 +5954,Turkey,From 25 to 54 years,Thousand persons,Males,Active population,13605.0,2010-01-01 +5955,Turkey,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),12360.0,2010-01-01 +5956,Turkey,From 25 to 54 years,Thousand persons,Females,Active population,5103.0,2010-01-01 +5957,Turkey,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),4596.0,2010-01-01 +5958,Turkey,From 25 to 54 years,Percentage of total population,Total,Active population,61.1,2010-01-01 +5959,Turkey,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.4,2010-01-01 +5960,Turkey,From 25 to 54 years,Percentage of total population,Males,Active population,88.6,2010-01-01 +5961,Turkey,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),80.5,2010-01-01 +5962,Turkey,From 25 to 54 years,Percentage of total population,Females,Active population,33.4,2010-01-01 +5963,Turkey,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.1,2010-01-01 +5964,Turkey,From 55 to 64 years,Thousand persons,Total,Active population,1667.0,2010-01-01 +5965,Turkey,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1583.0,2010-01-01 +5966,Turkey,From 55 to 64 years,Thousand persons,Males,Active population,1194.0,2010-01-01 +5967,Turkey,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1116.0,2010-01-01 +5968,Turkey,From 55 to 64 years,Thousand persons,Females,Active population,473.0,2010-01-01 +5969,Turkey,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),468.0,2010-01-01 +5970,Turkey,From 55 to 64 years,Percentage of total population,Total,Active population,31.1,2010-01-01 +5971,Turkey,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),29.6,2010-01-01 +5972,Turkey,From 55 to 64 years,Percentage of total population,Males,Active population,45.7,2010-01-01 +5973,Turkey,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),42.7,2010-01-01 +5974,Turkey,From 55 to 64 years,Percentage of total population,Females,Active population,17.3,2010-01-01 +5975,Turkey,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.1,2010-01-01 +5976,,,,,,, +5977,,,,,,, +5978,,,,,,, +5979,,,,,,, +5980,,,,,,, +5981,,,,,,, +5982,,,,,,, +5983,,,,,,, +5984,,,,,,, +5985,,,,,,, +5986,,,,,,, +5987,,,,,,, +5988,,,,,,, +5989,,,,,,, +5990,,,,,,, +5991,,,,,,, +5992,,,,,,, +5993,,,,,,, +5994,,,,,,, +5995,,,,,,, +5996,,,,,,, +5997,,,,,,, +5998,,,,,,, +5999,,,,,,, +6000,,,,,,, +6001,,,,,,, +6002,,,,,,, +6003,,,,,,, +6004,,,,,,, +6005,,,,,,, +6006,,,,,,, +6007,,,,,,, +6008,,,,,,, +6009,,,,,,, +6010,,,,,,, +6011,,,,,,, +6012,,,,,,, +6013,,,,,,, +6014,,,,,,, +6015,,,,,,, +6016,,,,,,, +6017,,,,,,, +6018,,,,,,, +6019,,,,,,, +6020,,,,,,, +6021,,,,,,, +6022,,,,,,, +6023,,,,,,, +6024,,,,,,, +6025,,,,,,, +6026,,,,,,, +6027,,,,,,, +6028,,,,,,, +6029,,,,,,, +6030,,,,,,, +6031,,,,,,, +6032,,,,,,, +6033,,,,,,, +6034,,,,,,, +6035,,,,,,, +6036,,,,,,, +6037,,,,,,, +6038,,,,,,, +6039,,,,,,, +6040,,,,,,, +6041,,,,,,, +6042,,,,,,, +6043,,,,,,, +6044,,,,,,, +6045,,,,,,, +6046,,,,,,, +6047,,,,,,, +6048,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Active population,24455.0,2011-01-01 +6049,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),19157.0,2011-01-01 +6050,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Active population,13283.0,2011-01-01 +6051,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),10327.0,2011-01-01 +6052,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Active population,11172.0,2011-01-01 +6053,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8831.0,2011-01-01 +6054,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Active population,42.5,2011-01-01 +6055,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.3,2011-01-01 +6056,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Active population,45.4,2011-01-01 +6057,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),35.3,2011-01-01 +6058,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.4,2011-01-01 +6059,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.2,2011-01-01 +6060,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Active population,178737.0,2011-01-01 +6061,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),163282.0,2011-01-01 +6062,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Active population,96280.0,2011-01-01 +6063,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),88191.0,2011-01-01 +6064,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Active population,82457.0,2011-01-01 +6065,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),75090.0,2011-01-01 +6066,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.0,2011-01-01 +6067,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.7,2011-01-01 +6068,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.6,2011-01-01 +6069,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.9,2011-01-01 +6070,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Active population,78.4,2011-01-01 +6071,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.4,2011-01-01 +6072,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Active population,31739.0,2011-01-01 +6073,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),29594.0,2011-01-01 +6074,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Active population,17970.0,2011-01-01 +6075,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),16658.0,2011-01-01 +6076,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Active population,13768.0,2011-01-01 +6077,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),12935.0,2011-01-01 +6078,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Active population,50.6,2011-01-01 +6079,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.2,2011-01-01 +6080,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Active population,59.3,2011-01-01 +6081,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.9,2011-01-01 +6082,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Active population,42.6,2011-01-01 +6083,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),40.0,2011-01-01 +6084,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Active population,24291.0,2011-01-01 +6085,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),19054.0,2011-01-01 +6086,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Active population,13186.0,2011-01-01 +6087,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),10265.0,2011-01-01 +6088,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Active population,11105.0,2011-01-01 +6089,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8788.0,2011-01-01 +6090,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Active population,42.6,2011-01-01 +6091,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.4,2011-01-01 +6092,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Active population,45.5,2011-01-01 +6093,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),35.4,2011-01-01 +6094,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.6,2011-01-01 +6095,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.3,2011-01-01 +6096,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Active population,177304.0,2011-01-01 +6097,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),162027.0,2011-01-01 +6098,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Active population,95518.0,2011-01-01 +6099,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),87521.0,2011-01-01 +6100,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Active population,81786.0,2011-01-01 +6101,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),74506.0,2011-01-01 +6102,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.0,2011-01-01 +6103,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.7,2011-01-01 +6104,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.7,2011-01-01 +6105,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.0,2011-01-01 +6106,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Active population,78.4,2011-01-01 +6107,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.4,2011-01-01 +6108,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Active population,31495.0,2011-01-01 +6109,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),29369.0,2011-01-01 +6110,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Active population,17817.0,2011-01-01 +6111,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),16518.0,2011-01-01 +6112,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Active population,13678.0,2011-01-01 +6113,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),12851.0,2011-01-01 +6114,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Active population,50.7,2011-01-01 +6115,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.3,2011-01-01 +6116,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Active population,59.3,2011-01-01 +6117,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.0,2011-01-01 +6118,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Active population,42.7,2011-01-01 +6119,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),40.1,2011-01-01 +6120,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Active population,20326.0,2011-01-01 +6121,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),16081.0,2011-01-01 +6122,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Active population,10843.0,2011-01-01 +6123,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),8494.0,2011-01-01 +6124,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Active population,9483.0,2011-01-01 +6125,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),7586.0,2011-01-01 +6126,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Active population,45.7,2011-01-01 +6127,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),36.2,2011-01-01 +6128,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Active population,48.2,2011-01-01 +6129,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),37.7,2011-01-01 +6130,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Active population,43.2,2011-01-01 +6131,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.6,2011-01-01 +6132,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Active population,141424.0,2011-01-01 +6133,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),129203.0,2011-01-01 +6134,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Active population,76155.0,2011-01-01 +6135,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),69754.0,2011-01-01 +6136,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Active population,65269.0,2011-01-01 +6137,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),59450.0,2011-01-01 +6138,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.3,2011-01-01 +6139,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.9,2011-01-01 +6140,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.1,2011-01-01 +6141,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.4,2011-01-01 +6142,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Active population,78.5,2011-01-01 +6143,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.5,2011-01-01 +6144,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Active population,25547.0,2011-01-01 +6145,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),23848.0,2011-01-01 +6146,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Active population,14381.0,2011-01-01 +6147,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),13352.0,2011-01-01 +6148,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Active population,11167.0,2011-01-01 +6149,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),10496.0,2011-01-01 +6150,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Active population,52.9,2011-01-01 +6151,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),49.4,2011-01-01 +6152,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Active population,60.9,2011-01-01 +6153,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.6,2011-01-01 +6154,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Active population,45.2,2011-01-01 +6155,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.4,2011-01-01 +6156,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Active population,15308.0,2011-01-01 +6157,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),12064.0,2011-01-01 +6158,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Active population,8264.0,2011-01-01 +6159,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),6489.0,2011-01-01 +6160,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Active population,7044.0,2011-01-01 +6161,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5575.0,2011-01-01 +6162,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Active population,41.7,2011-01-01 +6163,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.9,2011-01-01 +6164,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Active population,44.4,2011-01-01 +6165,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),34.9,2011-01-01 +6166,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.0,2011-01-01 +6167,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.8,2011-01-01 +6168,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Active population,119917.0,2011-01-01 +6169,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),108683.0,2011-01-01 +6170,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Active population,64711.0,2011-01-01 +6171,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),58842.0,2011-01-01 +6172,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Active population,55205.0,2011-01-01 +6173,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49841.0,2011-01-01 +6174,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.2,2011-01-01 +6175,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.3,2011-01-01 +6176,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2011-01-01 +6177,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.8,2011-01-01 +6178,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Active population,78.3,2011-01-01 +6179,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.7,2011-01-01 +6180,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Active population,20766.0,2011-01-01 +6181,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),19256.0,2011-01-01 +6182,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Active population,11715.0,2011-01-01 +6183,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),10823.0,2011-01-01 +6184,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Active population,9052.0,2011-01-01 +6185,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),8434.0,2011-01-01 +6186,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Active population,50.7,2011-01-01 +6187,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.0,2011-01-01 +6188,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Active population,58.8,2011-01-01 +6189,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.3,2011-01-01 +6190,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Active population,43.0,2011-01-01 +6191,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),40.0,2011-01-01 +6192,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Active population,15188.0,2011-01-01 +6193,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),11983.0,2011-01-01 +6194,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Active population,8194.0,2011-01-01 +6195,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),6443.0,2011-01-01 +6196,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Active population,6994.0,2011-01-01 +6197,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5539.0,2011-01-01 +6198,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Active population,41.9,2011-01-01 +6199,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.0,2011-01-01 +6200,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Active population,44.6,2011-01-01 +6201,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),35.0,2011-01-01 +6202,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.1,2011-01-01 +6203,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.0,2011-01-01 +6204,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Active population,118786.0,2011-01-01 +6205,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),107715.0,2011-01-01 +6206,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Active population,64158.0,2011-01-01 +6207,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),58380.0,2011-01-01 +6208,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Active population,54628.0,2011-01-01 +6209,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49335.0,2011-01-01 +6210,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.2,2011-01-01 +6211,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.3,2011-01-01 +6212,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2011-01-01 +6213,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.9,2011-01-01 +6214,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Active population,78.2,2011-01-01 +6215,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.6,2011-01-01 +6216,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Active population,20563.0,2011-01-01 +6217,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),19081.0,2011-01-01 +6218,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Active population,11617.0,2011-01-01 +6219,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),10740.0,2011-01-01 +6220,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Active population,8947.0,2011-01-01 +6221,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),8340.0,2011-01-01 +6222,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Active population,50.6,2011-01-01 +6223,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.0,2011-01-01 +6224,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Active population,58.8,2011-01-01 +6225,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.3,2011-01-01 +6226,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Active population,42.9,2011-01-01 +6227,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),40.0,2011-01-01 +6228,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Active population,15085.0,2011-01-01 +6229,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),11912.0,2011-01-01 +6230,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Active population,8137.0,2011-01-01 +6231,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),6404.0,2011-01-01 +6232,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Active population,6948.0,2011-01-01 +6233,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5508.0,2011-01-01 +6234,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Active population,41.9,2011-01-01 +6235,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.1,2011-01-01 +6236,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Active population,44.6,2011-01-01 +6237,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),35.1,2011-01-01 +6238,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.2,2011-01-01 +6239,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.1,2011-01-01 +6240,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Active population,118030.0,2011-01-01 +6241,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),107071.0,2011-01-01 +6242,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Active population,63779.0,2011-01-01 +6243,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),58067.0,2011-01-01 +6244,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Active population,54251.0,2011-01-01 +6245,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49004.0,2011-01-01 +6246,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.2,2011-01-01 +6247,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.3,2011-01-01 +6248,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2011-01-01 +6249,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.0,2011-01-01 +6250,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Active population,78.2,2011-01-01 +6251,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.6,2011-01-01 +6252,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Active population,20415.0,2011-01-01 +6253,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),18955.0,2011-01-01 +6254,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Active population,11550.0,2011-01-01 +6255,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),10685.0,2011-01-01 +6256,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Active population,8865.0,2011-01-01 +6257,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),8270.0,2011-01-01 +6258,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Active population,50.6,2011-01-01 +6259,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.9,2011-01-01 +6260,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Active population,58.8,2011-01-01 +6261,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.4,2011-01-01 +6262,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Active population,42.8,2011-01-01 +6263,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),39.9,2011-01-01 +6264,Belgium,From 15 to 24 years,Thousand persons,Total,Active population,423.0,2011-01-01 +6265,Belgium,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),344.0,2011-01-01 +6266,Belgium,From 15 to 24 years,Thousand persons,Males,Active population,228.0,2011-01-01 +6267,Belgium,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),186.0,2011-01-01 +6268,Belgium,From 15 to 24 years,Thousand persons,Females,Active population,195.0,2011-01-01 +6269,Belgium,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),158.0,2011-01-01 +6270,Belgium,From 15 to 24 years,Percentage of total population,Total,Active population,32.0,2011-01-01 +6271,Belgium,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),26.0,2011-01-01 +6272,Belgium,From 15 to 24 years,Percentage of total population,Males,Active population,34.1,2011-01-01 +6273,Belgium,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),27.7,2011-01-01 +6274,Belgium,From 15 to 24 years,Percentage of total population,Females,Active population,29.8,2011-01-01 +6275,Belgium,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.2,2011-01-01 +6276,Belgium,From 25 to 54 years,Thousand persons,Total,Active population,3846.0,2011-01-01 +6277,Belgium,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3601.0,2011-01-01 +6278,Belgium,From 25 to 54 years,Thousand persons,Males,Active population,2073.0,2011-01-01 +6279,Belgium,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1940.0,2011-01-01 +6280,Belgium,From 25 to 54 years,Thousand persons,Females,Active population,1773.0,2011-01-01 +6281,Belgium,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1661.0,2011-01-01 +6282,Belgium,From 25 to 54 years,Percentage of total population,Total,Active population,84.7,2011-01-01 +6283,Belgium,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.3,2011-01-01 +6284,Belgium,From 25 to 54 years,Percentage of total population,Males,Active population,90.7,2011-01-01 +6285,Belgium,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.9,2011-01-01 +6286,Belgium,From 25 to 54 years,Percentage of total population,Females,Active population,78.7,2011-01-01 +6287,Belgium,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.8,2011-01-01 +6288,Belgium,From 55 to 64 years,Thousand persons,Total,Active population,548.0,2011-01-01 +6289,Belgium,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),526.0,2011-01-01 +6290,Belgium,From 55 to 64 years,Thousand persons,Males,Active population,322.0,2011-01-01 +6291,Belgium,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),309.0,2011-01-01 +6292,Belgium,From 55 to 64 years,Thousand persons,Females,Active population,226.0,2011-01-01 +6293,Belgium,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),217.0,2011-01-01 +6294,Belgium,From 55 to 64 years,Percentage of total population,Total,Active population,40.3,2011-01-01 +6295,Belgium,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.7,2011-01-01 +6296,Belgium,From 55 to 64 years,Percentage of total population,Males,Active population,47.8,2011-01-01 +6297,Belgium,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.0,2011-01-01 +6298,Belgium,From 55 to 64 years,Percentage of total population,Females,Active population,33.0,2011-01-01 +6299,Belgium,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.6,2011-01-01 +6300,Bulgaria,From 15 to 24 years,Thousand persons,Total,Active population,254.0,2011-01-01 +6301,Bulgaria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),190.0,2011-01-01 +6302,Bulgaria,From 15 to 24 years,Thousand persons,Males,Active population,150.0,2011-01-01 +6303,Bulgaria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),111.0,2011-01-01 +6304,Bulgaria,From 15 to 24 years,Thousand persons,Females,Active population,104.0,2011-01-01 +6305,Bulgaria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),79.0,2011-01-01 +6306,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Active population,29.5,2011-01-01 +6307,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),22.1,2011-01-01 +6308,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Active population,33.9,2011-01-01 +6309,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),25.1,2011-01-01 +6310,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Active population,24.8,2011-01-01 +6311,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.0,2011-01-01 +6312,Bulgaria,From 25 to 54 years,Thousand persons,Total,Active population,2529.0,2011-01-01 +6313,Bulgaria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2263.0,2011-01-01 +6314,Bulgaria,From 25 to 54 years,Thousand persons,Males,Active population,1332.0,2011-01-01 +6315,Bulgaria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1178.0,2011-01-01 +6316,Bulgaria,From 25 to 54 years,Thousand persons,Females,Active population,1197.0,2011-01-01 +6317,Bulgaria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1085.0,2011-01-01 +6318,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Active population,81.9,2011-01-01 +6319,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),73.3,2011-01-01 +6320,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Active population,84.5,2011-01-01 +6321,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),74.7,2011-01-01 +6322,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Active population,79.3,2011-01-01 +6323,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.9,2011-01-01 +6324,Bulgaria,From 55 to 64 years,Thousand persons,Total,Active population,520.0,2011-01-01 +6325,Bulgaria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),474.0,2011-01-01 +6326,Bulgaria,From 55 to 64 years,Thousand persons,Males,Active population,278.0,2011-01-01 +6327,Bulgaria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),252.0,2011-01-01 +6328,Bulgaria,From 55 to 64 years,Thousand persons,Females,Active population,242.0,2011-01-01 +6329,Bulgaria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),222.0,2011-01-01 +6330,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Active population,48.9,2011-01-01 +6331,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.6,2011-01-01 +6332,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Active population,55.8,2011-01-01 +6333,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.5,2011-01-01 +6334,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Active population,42.8,2011-01-01 +6335,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),39.4,2011-01-01 +6336,Czech Republic,From 15 to 24 years,Thousand persons,Total,Active population,369.0,2011-01-01 +6337,Czech Republic,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),303.0,2011-01-01 +6338,Czech Republic,From 15 to 24 years,Thousand persons,Males,Active population,224.0,2011-01-01 +6339,Czech Republic,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),184.0,2011-01-01 +6340,Czech Republic,From 15 to 24 years,Thousand persons,Females,Active population,145.0,2011-01-01 +6341,Czech Republic,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),119.0,2011-01-01 +6342,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Active population,29.9,2011-01-01 +6343,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.5,2011-01-01 +6344,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Active population,35.5,2011-01-01 +6345,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.0,2011-01-01 +6346,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Active population,24.1,2011-01-01 +6347,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.8,2011-01-01 +6348,Czech Republic,From 25 to 54 years,Thousand persons,Total,Active population,4019.0,2011-01-01 +6349,Czech Republic,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3781.0,2011-01-01 +6350,Czech Republic,From 25 to 54 years,Thousand persons,Males,Active population,2227.0,2011-01-01 +6351,Czech Republic,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2124.0,2011-01-01 +6352,Czech Republic,From 25 to 54 years,Thousand persons,Females,Active population,1792.0,2011-01-01 +6353,Czech Republic,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1657.0,2011-01-01 +6354,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Active population,88.0,2011-01-01 +6355,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.8,2011-01-01 +6356,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Active population,95.3,2011-01-01 +6357,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.9,2011-01-01 +6358,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Active population,80.4,2011-01-01 +6359,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.3,2011-01-01 +6360,Czech Republic,From 55 to 64 years,Thousand persons,Total,Active population,757.0,2011-01-01 +6361,Czech Republic,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),713.0,2011-01-01 +6362,Czech Republic,From 55 to 64 years,Thousand persons,Males,Active population,452.0,2011-01-01 +6363,Czech Republic,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),425.0,2011-01-01 +6364,Czech Republic,From 55 to 64 years,Thousand persons,Females,Active population,305.0,2011-01-01 +6365,Czech Republic,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),288.0,2011-01-01 +6366,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Active population,50.6,2011-01-01 +6367,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.7,2011-01-01 +6368,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Active population,62.6,2011-01-01 +6369,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.9,2011-01-01 +6370,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Active population,39.4,2011-01-01 +6371,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),37.2,2011-01-01 +6372,Denmark,From 15 to 24 years,Thousand persons,Total,Active population,462.0,2011-01-01 +6373,Denmark,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),396.0,2011-01-01 +6374,Denmark,From 15 to 24 years,Thousand persons,Males,Active population,236.0,2011-01-01 +6375,Denmark,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),199.0,2011-01-01 +6376,Denmark,From 15 to 24 years,Thousand persons,Females,Active population,226.0,2011-01-01 +6377,Denmark,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),197.0,2011-01-01 +6378,Denmark,From 15 to 24 years,Percentage of total population,Total,Active population,67.1,2011-01-01 +6379,Denmark,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),57.5,2011-01-01 +6380,Denmark,From 15 to 24 years,Percentage of total population,Males,Active population,67.1,2011-01-01 +6381,Denmark,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.6,2011-01-01 +6382,Denmark,From 15 to 24 years,Percentage of total population,Females,Active population,67.1,2011-01-01 +6383,Denmark,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),58.5,2011-01-01 +6384,Denmark,From 25 to 54 years,Thousand persons,Total,Active population,1956.0,2011-01-01 +6385,Denmark,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1826.0,2011-01-01 +6386,Denmark,From 25 to 54 years,Thousand persons,Males,Active population,1022.0,2011-01-01 +6387,Denmark,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),958.0,2011-01-01 +6388,Denmark,From 25 to 54 years,Thousand persons,Females,Active population,934.0,2011-01-01 +6389,Denmark,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),869.0,2011-01-01 +6390,Denmark,From 25 to 54 years,Percentage of total population,Total,Active population,88.2,2011-01-01 +6391,Denmark,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.3,2011-01-01 +6392,Denmark,From 25 to 54 years,Percentage of total population,Males,Active population,91.5,2011-01-01 +6393,Denmark,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.7,2011-01-01 +6394,Denmark,From 25 to 54 years,Percentage of total population,Females,Active population,84.7,2011-01-01 +6395,Denmark,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.9,2011-01-01 +6396,Denmark,From 55 to 64 years,Thousand persons,Total,Active population,446.0,2011-01-01 +6397,Denmark,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),421.0,2011-01-01 +6398,Denmark,From 55 to 64 years,Thousand persons,Males,Active population,240.0,2011-01-01 +6399,Denmark,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),225.0,2011-01-01 +6400,Denmark,From 55 to 64 years,Thousand persons,Females,Active population,206.0,2011-01-01 +6401,Denmark,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),196.0,2011-01-01 +6402,Denmark,From 55 to 64 years,Percentage of total population,Total,Active population,63.2,2011-01-01 +6403,Denmark,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),59.5,2011-01-01 +6404,Denmark,From 55 to 64 years,Percentage of total population,Males,Active population,68.3,2011-01-01 +6405,Denmark,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),63.8,2011-01-01 +6406,Denmark,From 55 to 64 years,Percentage of total population,Females,Active population,58.0,2011-01-01 +6407,Denmark,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),55.3,2011-01-01 +6408,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Active population,4563.0,2011-01-01 +6409,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),4174.0,2011-01-01 +6410,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Active population,2429.0,2011-01-01 +6411,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2206.0,2011-01-01 +6412,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Active population,2134.0,2011-01-01 +6413,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1968.0,2011-01-01 +6414,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Active population,52.4,2011-01-01 +6415,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.9,2011-01-01 +6416,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Active population,54.8,2011-01-01 +6417,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),49.7,2011-01-01 +6418,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Active population,50.0,2011-01-01 +6419,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),46.1,2011-01-01 +6420,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Active population,29419.0,2011-01-01 +6421,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),27831.0,2011-01-01 +6422,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Active population,15700.0,2011-01-01 +6423,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),14822.0,2011-01-01 +6424,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Active population,13719.0,2011-01-01 +6425,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),13009.0,2011-01-01 +6426,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Active population,87.7,2011-01-01 +6427,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.0,2011-01-01 +6428,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Active population,93.2,2011-01-01 +6429,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.0,2011-01-01 +6430,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Active population,82.1,2011-01-01 +6431,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),77.9,2011-01-01 +6432,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Active population,6455.0,2011-01-01 +6433,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),6041.0,2011-01-01 +6434,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Active population,3540.0,2011-01-01 +6435,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),3310.0,2011-01-01 +6436,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Active population,2916.0,2011-01-01 +6437,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),2732.0,2011-01-01 +6438,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Active population,64.1,2011-01-01 +6439,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),60.0,2011-01-01 +6440,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Active population,71.8,2011-01-01 +6441,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),67.1,2011-01-01 +6442,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Active population,56.8,2011-01-01 +6443,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),53.2,2011-01-01 +6444,Estonia,From 15 to 24 years,Thousand persons,Total,Active population,68.0,2011-01-01 +6445,Estonia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),53.0,2011-01-01 +6446,Estonia,From 15 to 24 years,Thousand persons,Males,Active population,38.0,2011-01-01 +6447,Estonia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),29.0,2011-01-01 +6448,Estonia,From 15 to 24 years,Thousand persons,Females,Active population,30.0,2011-01-01 +6449,Estonia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),24.0,2011-01-01 +6450,Estonia,From 15 to 24 years,Percentage of total population,Total,Active population,40.0,2011-01-01 +6451,Estonia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.1,2011-01-01 +6452,Estonia,From 15 to 24 years,Percentage of total population,Males,Active population,43.4,2011-01-01 +6453,Estonia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),33.1,2011-01-01 +6454,Estonia,From 15 to 24 years,Percentage of total population,Females,Active population,36.5,2011-01-01 +6455,Estonia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.0,2011-01-01 +6456,Estonia,From 25 to 54 years,Thousand persons,Total,Active population,488.0,2011-01-01 +6457,Estonia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),432.0,2011-01-01 +6458,Estonia,From 25 to 54 years,Thousand persons,Males,Active population,253.0,2011-01-01 +6459,Estonia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),224.0,2011-01-01 +6460,Estonia,From 25 to 54 years,Thousand persons,Females,Active population,235.0,2011-01-01 +6461,Estonia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),208.0,2011-01-01 +6462,Estonia,From 25 to 54 years,Percentage of total population,Total,Active population,88.4,2011-01-01 +6463,Estonia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.2,2011-01-01 +6464,Estonia,From 25 to 54 years,Percentage of total population,Males,Active population,92.1,2011-01-01 +6465,Estonia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.6,2011-01-01 +6466,Estonia,From 25 to 54 years,Percentage of total population,Females,Active population,84.7,2011-01-01 +6467,Estonia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.0,2011-01-01 +6468,Estonia,From 55 to 64 years,Thousand persons,Total,Active population,109.0,2011-01-01 +6469,Estonia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),96.0,2011-01-01 +6470,Estonia,From 55 to 64 years,Thousand persons,Males,Active population,49.0,2011-01-01 +6471,Estonia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),42.0,2011-01-01 +6472,Estonia,From 55 to 64 years,Thousand persons,Females,Active population,60.0,2011-01-01 +6473,Estonia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),54.0,2011-01-01 +6474,Estonia,From 55 to 64 years,Percentage of total population,Total,Active population,65.1,2011-01-01 +6475,Estonia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),57.5,2011-01-01 +6476,Estonia,From 55 to 64 years,Percentage of total population,Males,Active population,67.0,2011-01-01 +6477,Estonia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),57.2,2011-01-01 +6478,Estonia,From 55 to 64 years,Percentage of total population,Females,Active population,63.5,2011-01-01 +6479,Estonia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),57.8,2011-01-01 +6480,Ireland,From 15 to 24 years,Thousand persons,Total,Active population,240.0,2011-01-01 +6481,Ireland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),170.0,2011-01-01 +6482,Ireland,From 15 to 24 years,Thousand persons,Males,Active population,124.0,2011-01-01 +6483,Ireland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),81.0,2011-01-01 +6484,Ireland,From 15 to 24 years,Thousand persons,Females,Active population,115.0,2011-01-01 +6485,Ireland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),89.0,2011-01-01 +6486,Ireland,From 15 to 24 years,Percentage of total population,Total,Active population,41.5,2011-01-01 +6487,Ireland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),29.5,2011-01-01 +6488,Ireland,From 15 to 24 years,Percentage of total population,Males,Active population,42.7,2011-01-01 +6489,Ireland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),27.8,2011-01-01 +6490,Ireland,From 15 to 24 years,Percentage of total population,Females,Active population,40.3,2011-01-01 +6491,Ireland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.2,2011-01-01 +6492,Ireland,From 25 to 54 years,Thousand persons,Total,Active population,1624.0,2011-01-01 +6493,Ireland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1403.0,2011-01-01 +6494,Ireland,From 25 to 54 years,Thousand persons,Males,Active population,894.0,2011-01-01 +6495,Ireland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),743.0,2011-01-01 +6496,Ireland,From 25 to 54 years,Thousand persons,Females,Active population,731.0,2011-01-01 +6497,Ireland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),659.0,2011-01-01 +6498,Ireland,From 25 to 54 years,Percentage of total population,Total,Active population,80.2,2011-01-01 +6499,Ireland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),69.3,2011-01-01 +6500,Ireland,From 25 to 54 years,Percentage of total population,Males,Active population,89.0,2011-01-01 +6501,Ireland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),74.0,2011-01-01 +6502,Ireland,From 25 to 54 years,Percentage of total population,Females,Active population,71.5,2011-01-01 +6503,Ireland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),64.6,2011-01-01 +6504,Ireland,From 55 to 64 years,Thousand persons,Total,Active population,256.0,2011-01-01 +6505,Ireland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),231.0,2011-01-01 +6506,Ireland,From 55 to 64 years,Thousand persons,Males,Active population,150.0,2011-01-01 +6507,Ireland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),132.0,2011-01-01 +6508,Ireland,From 55 to 64 years,Thousand persons,Females,Active population,105.0,2011-01-01 +6509,Ireland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),99.0,2011-01-01 +6510,Ireland,From 55 to 64 years,Percentage of total population,Total,Active population,55.4,2011-01-01 +6511,Ireland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.0,2011-01-01 +6512,Ireland,From 55 to 64 years,Percentage of total population,Males,Active population,65.0,2011-01-01 +6513,Ireland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),57.1,2011-01-01 +6514,Ireland,From 55 to 64 years,Percentage of total population,Females,Active population,45.7,2011-01-01 +6515,Ireland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.9,2011-01-01 +6516,Greece,From 15 to 24 years,Thousand persons,Total,Active population,335.0,2011-01-01 +6517,Greece,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),185.0,2011-01-01 +6518,Greece,From 15 to 24 years,Thousand persons,Males,Active population,181.0,2011-01-01 +6519,Greece,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),111.0,2011-01-01 +6520,Greece,From 15 to 24 years,Thousand persons,Females,Active population,154.0,2011-01-01 +6521,Greece,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),75.0,2011-01-01 +6522,Greece,From 15 to 24 years,Percentage of total population,Total,Active population,29.1,2011-01-01 +6523,Greece,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),16.1,2011-01-01 +6524,Greece,From 15 to 24 years,Percentage of total population,Males,Active population,31.7,2011-01-01 +6525,Greece,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),19.4,2011-01-01 +6526,Greece,From 15 to 24 years,Percentage of total population,Females,Active population,26.6,2011-01-01 +6527,Greece,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),12.9,2011-01-01 +6528,Greece,From 25 to 54 years,Thousand persons,Total,Active population,3959.0,2011-01-01 +6529,Greece,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3277.0,2011-01-01 +6530,Greece,From 25 to 54 years,Thousand persons,Males,Active population,2220.0,2011-01-01 +6531,Greece,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1896.0,2011-01-01 +6532,Greece,From 25 to 54 years,Thousand persons,Females,Active population,1739.0,2011-01-01 +6533,Greece,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1380.0,2011-01-01 +6534,Greece,From 25 to 54 years,Percentage of total population,Total,Active population,83.1,2011-01-01 +6535,Greece,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),68.8,2011-01-01 +6536,Greece,From 25 to 54 years,Percentage of total population,Males,Active population,93.5,2011-01-01 +6537,Greece,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),79.9,2011-01-01 +6538,Greece,From 25 to 54 years,Percentage of total population,Females,Active population,72.8,2011-01-01 +6539,Greece,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),57.8,2011-01-01 +6540,Greece,From 55 to 64 years,Thousand persons,Total,Active population,565.0,2011-01-01 +6541,Greece,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),517.0,2011-01-01 +6542,Greece,From 55 to 64 years,Thousand persons,Males,Active population,362.0,2011-01-01 +6543,Greece,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),331.0,2011-01-01 +6544,Greece,From 55 to 64 years,Thousand persons,Females,Active population,203.0,2011-01-01 +6545,Greece,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),186.0,2011-01-01 +6546,Greece,From 55 to 64 years,Percentage of total population,Total,Active population,43.1,2011-01-01 +6547,Greece,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.5,2011-01-01 +6548,Greece,From 55 to 64 years,Percentage of total population,Males,Active population,57.3,2011-01-01 +6549,Greece,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.3,2011-01-01 +6550,Greece,From 55 to 64 years,Percentage of total population,Females,Active population,29.9,2011-01-01 +6551,Greece,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.5,2011-01-01 +6552,Spain,From 15 to 24 years,Thousand persons,Total,Active population,1936.0,2011-01-01 +6553,Spain,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1042.0,2011-01-01 +6554,Spain,From 15 to 24 years,Thousand persons,Males,Active population,1025.0,2011-01-01 +6555,Spain,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),531.0,2011-01-01 +6556,Spain,From 15 to 24 years,Thousand persons,Females,Active population,911.0,2011-01-01 +6557,Spain,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),510.0,2011-01-01 +6558,Spain,From 15 to 24 years,Percentage of total population,Total,Active population,40.9,2011-01-01 +6559,Spain,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),22.0,2011-01-01 +6560,Spain,From 15 to 24 years,Percentage of total population,Males,Active population,42.6,2011-01-01 +6561,Spain,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),22.1,2011-01-01 +6562,Spain,From 15 to 24 years,Percentage of total population,Females,Active population,39.2,2011-01-01 +6563,Spain,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),22.0,2011-01-01 +6564,Spain,From 25 to 54 years,Thousand persons,Total,Active population,18666.0,2011-01-01 +6565,Spain,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),14955.0,2011-01-01 +6566,Spain,From 25 to 54 years,Thousand persons,Males,Active population,10162.0,2011-01-01 +6567,Spain,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),8195.0,2011-01-01 +6568,Spain,From 25 to 54 years,Thousand persons,Females,Active population,8504.0,2011-01-01 +6569,Spain,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),6760.0,2011-01-01 +6570,Spain,From 25 to 54 years,Percentage of total population,Total,Active population,86.2,2011-01-01 +6571,Spain,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),69.1,2011-01-01 +6572,Spain,From 25 to 54 years,Percentage of total population,Males,Active population,92.5,2011-01-01 +6573,Spain,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),74.6,2011-01-01 +6574,Spain,From 25 to 54 years,Percentage of total population,Females,Active population,79.7,2011-01-01 +6575,Spain,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),63.4,2011-01-01 +6576,Spain,From 55 to 64 years,Thousand persons,Total,Active population,2679.0,2011-01-01 +6577,Spain,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2274.0,2011-01-01 +6578,Spain,From 55 to 64 years,Thousand persons,Males,Active population,1586.0,2011-01-01 +6579,Spain,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1342.0,2011-01-01 +6580,Spain,From 55 to 64 years,Thousand persons,Females,Active population,1093.0,2011-01-01 +6581,Spain,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),932.0,2011-01-01 +6582,Spain,From 55 to 64 years,Percentage of total population,Total,Active population,52.4,2011-01-01 +6583,Spain,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.5,2011-01-01 +6584,Spain,From 55 to 64 years,Percentage of total population,Males,Active population,63.5,2011-01-01 +6585,Spain,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.8,2011-01-01 +6586,Spain,From 55 to 64 years,Percentage of total population,Females,Active population,41.8,2011-01-01 +6587,Spain,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.6,2011-01-01 +6588,,,,,,, +6589,,,,,,, +6590,,,,,,, +6591,,,,,,, +6592,,,,,,, +6593,,,,,,, +6594,,,,,,, +6595,,,,,,, +6596,,,,,,, +6597,,,,,,, +6598,,,,,,, +6599,,,,,,, +6600,,,,,,, +6601,,,,,,, +6602,,,,,,, +6603,,,,,,, +6604,,,,,,, +6605,,,,,,, +6606,,,,,,, +6607,,,,,,, +6608,,,,,,, +6609,,,,,,, +6610,,,,,,, +6611,,,,,,, +6612,,,,,,, +6613,,,,,,, +6614,,,,,,, +6615,,,,,,, +6616,,,,,,, +6617,,,,,,, +6618,,,,,,, +6619,,,,,,, +6620,,,,,,, +6621,,,,,,, +6622,,,,,,, +6623,,,,,,, +6624,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Active population,2793.0,2011-01-01 +6625,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),2180.0,2011-01-01 +6626,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Active population,1529.0,2011-01-01 +6627,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1202.0,2011-01-01 +6628,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Active population,1264.0,2011-01-01 +6629,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),978.0,2011-01-01 +6630,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Active population,37.9,2011-01-01 +6631,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),29.6,2011-01-01 +6632,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Active population,41.3,2011-01-01 +6633,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.5,2011-01-01 +6634,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Active population,34.5,2011-01-01 +6635,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.7,2011-01-01 +6636,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Active population,21744.0,2011-01-01 +6637,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20070.0,2011-01-01 +6638,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Active population,11342.0,2011-01-01 +6639,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10511.0,2011-01-01 +6640,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Active population,10402.0,2011-01-01 +6641,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9559.0,2011-01-01 +6642,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Active population,88.2,2011-01-01 +6643,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.5,2011-01-01 +6644,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Active population,93.7,2011-01-01 +6645,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.8,2011-01-01 +6646,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Active population,83.0,2011-01-01 +6647,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.2,2011-01-01 +6648,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Active population,3514.0,2011-01-01 +6649,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),3313.0,2011-01-01 +6650,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Active population,1805.0,2011-01-01 +6651,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1701.0,2011-01-01 +6652,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Active population,1709.0,2011-01-01 +6653,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1613.0,2011-01-01 +6654,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Active population,43.9,2011-01-01 +6655,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.4,2011-01-01 +6656,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Active population,46.8,2011-01-01 +6657,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),44.1,2011-01-01 +6658,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Active population,41.2,2011-01-01 +6659,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),38.9,2011-01-01 +6660,Croatia,From 15 to 24 years,Thousand persons,Total,Active population,164.0,2011-01-01 +6661,Croatia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),104.0,2011-01-01 +6662,Croatia,From 15 to 24 years,Thousand persons,Males,Active population,97.0,2011-01-01 +6663,Croatia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),61.0,2011-01-01 +6664,Croatia,From 15 to 24 years,Thousand persons,Females,Active population,66.0,2011-01-01 +6665,Croatia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),42.0,2011-01-01 +6666,Croatia,From 15 to 24 years,Percentage of total population,Total,Active population,32.5,2011-01-01 +6667,Croatia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),20.6,2011-01-01 +6668,Croatia,From 15 to 24 years,Percentage of total population,Males,Active population,37.8,2011-01-01 +6669,Croatia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),23.8,2011-01-01 +6670,Croatia,From 15 to 24 years,Percentage of total population,Females,Active population,26.9,2011-01-01 +6671,Croatia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.2,2011-01-01 +6672,Croatia,From 25 to 54 years,Thousand persons,Total,Active population,1433.0,2011-01-01 +6673,Croatia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1255.0,2011-01-01 +6674,Croatia,From 25 to 54 years,Thousand persons,Males,Active population,762.0,2011-01-01 +6675,Croatia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),671.0,2011-01-01 +6676,Croatia,From 25 to 54 years,Thousand persons,Females,Active population,671.0,2011-01-01 +6677,Croatia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),585.0,2011-01-01 +6678,Croatia,From 25 to 54 years,Percentage of total population,Total,Active population,80.6,2011-01-01 +6679,Croatia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),70.6,2011-01-01 +6680,Croatia,From 25 to 54 years,Percentage of total population,Males,Active population,85.4,2011-01-01 +6681,Croatia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),75.1,2011-01-01 +6682,Croatia,From 25 to 54 years,Percentage of total population,Females,Active population,75.8,2011-01-01 +6683,Croatia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.1,2011-01-01 +6684,Croatia,From 55 to 64 years,Thousand persons,Total,Active population,244.0,2011-01-01 +6685,Croatia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),225.0,2011-01-01 +6686,Croatia,From 55 to 64 years,Thousand persons,Males,Active population,154.0,2011-01-01 +6687,Croatia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),141.0,2011-01-01 +6688,Croatia,From 55 to 64 years,Thousand persons,Females,Active population,90.0,2011-01-01 +6689,Croatia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),84.0,2011-01-01 +6690,Croatia,From 55 to 64 years,Percentage of total population,Total,Active population,41.4,2011-01-01 +6691,Croatia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.2,2011-01-01 +6692,Croatia,From 55 to 64 years,Percentage of total population,Males,Active population,54.2,2011-01-01 +6693,Croatia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),49.6,2011-01-01 +6694,Croatia,From 55 to 64 years,Percentage of total population,Females,Active population,29.6,2011-01-01 +6695,Croatia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.7,2011-01-01 +6696,Italy,From 15 to 24 years,Thousand persons,Total,Active population,1622.0,2011-01-01 +6697,Italy,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1149.0,2011-01-01 +6698,Italy,From 15 to 24 years,Thousand persons,Males,Active population,957.0,2011-01-01 +6699,Italy,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),698.0,2011-01-01 +6700,Italy,From 15 to 24 years,Thousand persons,Females,Active population,665.0,2011-01-01 +6701,Italy,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),452.0,2011-01-01 +6702,Italy,From 15 to 24 years,Percentage of total population,Total,Active population,27.1,2011-01-01 +6703,Italy,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),19.2,2011-01-01 +6704,Italy,From 15 to 24 years,Percentage of total population,Males,Active population,31.2,2011-01-01 +6705,Italy,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),22.8,2011-01-01 +6706,Italy,From 15 to 24 years,Percentage of total population,Females,Active population,22.8,2011-01-01 +6707,Italy,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),15.5,2011-01-01 +6708,Italy,From 25 to 54 years,Thousand persons,Total,Active population,19700.0,2011-01-01 +6709,Italy,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),18229.0,2011-01-01 +6710,Italy,From 25 to 54 years,Thousand persons,Males,Active population,11338.0,2011-01-01 +6711,Italy,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10600.0,2011-01-01 +6712,Italy,From 25 to 54 years,Thousand persons,Females,Active population,8362.0,2011-01-01 +6713,Italy,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),7630.0,2011-01-01 +6714,Italy,From 25 to 54 years,Percentage of total population,Total,Active population,76.9,2011-01-01 +6715,Italy,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),71.1,2011-01-01 +6716,Italy,From 25 to 54 years,Percentage of total population,Males,Active population,89.2,2011-01-01 +6717,Italy,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.4,2011-01-01 +6718,Italy,From 25 to 54 years,Percentage of total population,Females,Active population,64.7,2011-01-01 +6719,Italy,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),59.0,2011-01-01 +6720,Italy,From 55 to 64 years,Thousand persons,Total,Active population,2950.0,2011-01-01 +6721,Italy,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2836.0,2011-01-01 +6722,Italy,From 55 to 64 years,Thousand persons,Males,Active population,1836.0,2011-01-01 +6723,Italy,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1752.0,2011-01-01 +6724,Italy,From 55 to 64 years,Thousand persons,Females,Active population,1114.0,2011-01-01 +6725,Italy,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1084.0,2011-01-01 +6726,Italy,From 55 to 64 years,Percentage of total population,Total,Active population,39.3,2011-01-01 +6727,Italy,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.8,2011-01-01 +6728,Italy,From 55 to 64 years,Percentage of total population,Males,Active population,50.5,2011-01-01 +6729,Italy,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.2,2011-01-01 +6730,Italy,From 55 to 64 years,Percentage of total population,Females,Active population,28.8,2011-01-01 +6731,Italy,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.1,2011-01-01 +6732,Cyprus,From 15 to 24 years,Thousand persons,Total,Active population,40.0,2011-01-01 +6733,Cyprus,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),31.0,2011-01-01 +6734,Cyprus,From 15 to 24 years,Thousand persons,Males,Active population,20.0,2011-01-01 +6735,Cyprus,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),16.0,2011-01-01 +6736,Cyprus,From 15 to 24 years,Thousand persons,Females,Active population,20.0,2011-01-01 +6737,Cyprus,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),16.0,2011-01-01 +6738,Cyprus,From 15 to 24 years,Percentage of total population,Total,Active population,38.8,2011-01-01 +6739,Cyprus,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.1,2011-01-01 +6740,Cyprus,From 15 to 24 years,Percentage of total population,Males,Active population,41.4,2011-01-01 +6741,Cyprus,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),31.8,2011-01-01 +6742,Cyprus,From 15 to 24 years,Percentage of total population,Females,Active population,36.6,2011-01-01 +6743,Cyprus,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.7,2011-01-01 +6744,Cyprus,From 25 to 54 years,Thousand persons,Total,Active population,325.0,2011-01-01 +6745,Cyprus,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),303.0,2011-01-01 +6746,Cyprus,From 25 to 54 years,Thousand persons,Males,Active population,164.0,2011-01-01 +6747,Cyprus,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),153.0,2011-01-01 +6748,Cyprus,From 25 to 54 years,Thousand persons,Females,Active population,161.0,2011-01-01 +6749,Cyprus,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),151.0,2011-01-01 +6750,Cyprus,From 25 to 54 years,Percentage of total population,Total,Active population,87.3,2011-01-01 +6751,Cyprus,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.3,2011-01-01 +6752,Cyprus,From 25 to 54 years,Percentage of total population,Males,Active population,93.1,2011-01-01 +6753,Cyprus,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.4,2011-01-01 +6754,Cyprus,From 25 to 54 years,Percentage of total population,Females,Active population,82.0,2011-01-01 +6755,Cyprus,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.7,2011-01-01 +6756,Cyprus,From 55 to 64 years,Thousand persons,Total,Active population,54.0,2011-01-01 +6757,Cyprus,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),52.0,2011-01-01 +6758,Cyprus,From 55 to 64 years,Thousand persons,Males,Active population,34.0,2011-01-01 +6759,Cyprus,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),32.0,2011-01-01 +6760,Cyprus,From 55 to 64 years,Thousand persons,Females,Active population,20.0,2011-01-01 +6761,Cyprus,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),19.0,2011-01-01 +6762,Cyprus,From 55 to 64 years,Percentage of total population,Total,Active population,57.6,2011-01-01 +6763,Cyprus,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),54.8,2011-01-01 +6764,Cyprus,From 55 to 64 years,Percentage of total population,Males,Active population,72.9,2011-01-01 +6765,Cyprus,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),69.2,2011-01-01 +6766,Cyprus,From 55 to 64 years,Percentage of total population,Females,Active population,42.7,2011-01-01 +6767,Cyprus,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),40.8,2011-01-01 +6768,Latvia,From 15 to 24 years,Thousand persons,Total,Active population,103.0,2011-01-01 +6769,Latvia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),71.0,2011-01-01 +6770,Latvia,From 15 to 24 years,Thousand persons,Males,Active population,57.0,2011-01-01 +6771,Latvia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),39.0,2011-01-01 +6772,Latvia,From 15 to 24 years,Thousand persons,Females,Active population,45.0,2011-01-01 +6773,Latvia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),31.0,2011-01-01 +6774,Latvia,From 15 to 24 years,Percentage of total population,Total,Active population,37.5,2011-01-01 +6775,Latvia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.8,2011-01-01 +6776,Latvia,From 15 to 24 years,Percentage of total population,Males,Active population,41.1,2011-01-01 +6777,Latvia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),28.3,2011-01-01 +6778,Latvia,From 15 to 24 years,Percentage of total population,Females,Active population,33.7,2011-01-01 +6779,Latvia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.4,2011-01-01 +6780,Latvia,From 25 to 54 years,Thousand persons,Total,Active population,756.0,2011-01-01 +6781,Latvia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),644.0,2011-01-01 +6782,Latvia,From 25 to 54 years,Thousand persons,Males,Active population,378.0,2011-01-01 +6783,Latvia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),313.0,2011-01-01 +6784,Latvia,From 25 to 54 years,Thousand persons,Females,Active population,378.0,2011-01-01 +6785,Latvia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),331.0,2011-01-01 +6786,Latvia,From 25 to 54 years,Percentage of total population,Total,Active population,88.0,2011-01-01 +6787,Latvia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.0,2011-01-01 +6788,Latvia,From 25 to 54 years,Percentage of total population,Males,Active population,90.8,2011-01-01 +6789,Latvia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),75.1,2011-01-01 +6790,Latvia,From 25 to 54 years,Percentage of total population,Females,Active population,85.3,2011-01-01 +6791,Latvia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.8,2011-01-01 +6792,Latvia,From 55 to 64 years,Thousand persons,Total,Active population,148.0,2011-01-01 +6793,Latvia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),126.0,2011-01-01 +6794,Latvia,From 55 to 64 years,Thousand persons,Males,Active population,67.0,2011-01-01 +6795,Latvia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),55.0,2011-01-01 +6796,Latvia,From 55 to 64 years,Thousand persons,Females,Active population,82.0,2011-01-01 +6797,Latvia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),71.0,2011-01-01 +6798,Latvia,From 55 to 64 years,Percentage of total population,Total,Active population,59.4,2011-01-01 +6799,Latvia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.5,2011-01-01 +6800,Latvia,From 55 to 64 years,Percentage of total population,Males,Active population,62.5,2011-01-01 +6801,Latvia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),51.7,2011-01-01 +6802,Latvia,From 55 to 64 years,Percentage of total population,Females,Active population,57.1,2011-01-01 +6803,Latvia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.7,2011-01-01 +6804,Lithuania,From 15 to 24 years,Thousand persons,Total,Active population,120.0,2011-01-01 +6805,Lithuania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),81.0,2011-01-01 +6806,Lithuania,From 15 to 24 years,Thousand persons,Males,Active population,70.0,2011-01-01 +6807,Lithuania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),46.0,2011-01-01 +6808,Lithuania,From 15 to 24 years,Thousand persons,Females,Active population,50.0,2011-01-01 +6809,Lithuania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),35.0,2011-01-01 +6810,Lithuania,From 15 to 24 years,Percentage of total population,Total,Active population,28.2,2011-01-01 +6811,Lithuania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),19.0,2011-01-01 +6812,Lithuania,From 15 to 24 years,Percentage of total population,Males,Active population,32.1,2011-01-01 +6813,Lithuania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),20.9,2011-01-01 +6814,Lithuania,From 15 to 24 years,Percentage of total population,Females,Active population,24.1,2011-01-01 +6815,Lithuania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.0,2011-01-01 +6816,Lithuania,From 25 to 54 years,Thousand persons,Total,Active population,1130.0,2011-01-01 +6817,Lithuania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),969.0,2011-01-01 +6818,Lithuania,From 25 to 54 years,Thousand persons,Males,Active population,554.0,2011-01-01 +6819,Lithuania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),462.0,2011-01-01 +6820,Lithuania,From 25 to 54 years,Thousand persons,Females,Active population,577.0,2011-01-01 +6821,Lithuania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),507.0,2011-01-01 +6822,Lithuania,From 25 to 54 years,Percentage of total population,Total,Active population,89.8,2011-01-01 +6823,Lithuania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.9,2011-01-01 +6824,Lithuania,From 25 to 54 years,Percentage of total population,Males,Active population,90.7,2011-01-01 +6825,Lithuania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),75.7,2011-01-01 +6826,Lithuania,From 25 to 54 years,Percentage of total population,Females,Active population,88.9,2011-01-01 +6827,Lithuania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.1,2011-01-01 +6828,Lithuania,From 55 to 64 years,Thousand persons,Total,Active population,203.0,2011-01-01 +6829,Lithuania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),176.0,2011-01-01 +6830,Lithuania,From 55 to 64 years,Thousand persons,Males,Active population,98.0,2011-01-01 +6831,Lithuania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),82.0,2011-01-01 +6832,Lithuania,From 55 to 64 years,Thousand persons,Females,Active population,105.0,2011-01-01 +6833,Lithuania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),93.0,2011-01-01 +6834,Lithuania,From 55 to 64 years,Percentage of total population,Total,Active population,58.0,2011-01-01 +6835,Lithuania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.2,2011-01-01 +6836,Lithuania,From 55 to 64 years,Percentage of total population,Males,Active population,64.3,2011-01-01 +6837,Lithuania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.1,2011-01-01 +6838,Lithuania,From 55 to 64 years,Percentage of total population,Females,Active population,53.1,2011-01-01 +6839,Lithuania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),47.2,2011-01-01 +6840,Luxembourg,From 15 to 24 years,Thousand persons,Total,Active population,15.0,2011-01-01 +6841,Luxembourg,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),12.0,2011-01-01 +6842,Luxembourg,From 15 to 24 years,Thousand persons,Males,Active population,8.0,2011-01-01 +6843,Luxembourg,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),7.0,2011-01-01 +6844,Luxembourg,From 15 to 24 years,Thousand persons,Females,Active population,7.0,2011-01-01 +6845,Luxembourg,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5.0,2011-01-01 +6846,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Active population,24.9,2011-01-01 +6847,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),20.7,2011-01-01 +6848,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Active population,26.3,2011-01-01 +6849,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),22.8,2011-01-01 +6850,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Active population,23.4,2011-01-01 +6851,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.5,2011-01-01 +6852,Luxembourg,From 25 to 54 years,Thousand persons,Total,Active population,197.0,2011-01-01 +6853,Luxembourg,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),189.0,2011-01-01 +6854,Luxembourg,From 25 to 54 years,Thousand persons,Males,Active population,109.0,2011-01-01 +6855,Luxembourg,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),106.0,2011-01-01 +6856,Luxembourg,From 25 to 54 years,Thousand persons,Females,Active population,88.0,2011-01-01 +6857,Luxembourg,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),83.0,2011-01-01 +6858,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Active population,85.6,2011-01-01 +6859,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.0,2011-01-01 +6860,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Active population,93.9,2011-01-01 +6861,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.8,2011-01-01 +6862,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Active population,77.1,2011-01-01 +6863,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.9,2011-01-01 +6864,Luxembourg,From 55 to 64 years,Thousand persons,Total,Active population,22.0,2011-01-01 +6865,Luxembourg,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),22.0,2011-01-01 +6866,Luxembourg,From 55 to 64 years,Thousand persons,Males,Active population,14.0,2011-01-01 +6867,Luxembourg,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),13.0,2011-01-01 +6868,Luxembourg,From 55 to 64 years,Thousand persons,Females,Active population,9.0,2011-01-01 +6869,Luxembourg,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),8.0,2011-01-01 +6870,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Active population,40.4,2011-01-01 +6871,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.3,2011-01-01 +6872,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Active population,48.4,2011-01-01 +6873,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.0,2011-01-01 +6874,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Active population,32.1,2011-01-01 +6875,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.3,2011-01-01 +6876,Hungary,From 15 to 24 years,Thousand persons,Total,Active population,287.0,2011-01-01 +6877,Hungary,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),212.0,2011-01-01 +6878,Hungary,From 15 to 24 years,Thousand persons,Males,Active population,163.0,2011-01-01 +6879,Hungary,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),119.0,2011-01-01 +6880,Hungary,From 15 to 24 years,Thousand persons,Females,Active population,124.0,2011-01-01 +6881,Hungary,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),93.0,2011-01-01 +6882,Hungary,From 15 to 24 years,Percentage of total population,Total,Active population,24.3,2011-01-01 +6883,Hungary,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),18.0,2011-01-01 +6884,Hungary,From 15 to 24 years,Percentage of total population,Males,Active population,27.0,2011-01-01 +6885,Hungary,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),19.7,2011-01-01 +6886,Hungary,From 15 to 24 years,Percentage of total population,Females,Active population,21.5,2011-01-01 +6887,Hungary,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),16.2,2011-01-01 +6888,Hungary,From 25 to 54 years,Thousand persons,Total,Active population,3357.0,2011-01-01 +6889,Hungary,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3016.0,2011-01-01 +6890,Hungary,From 25 to 54 years,Thousand persons,Males,Active population,1810.0,2011-01-01 +6891,Hungary,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1630.0,2011-01-01 +6892,Hungary,From 25 to 54 years,Thousand persons,Females,Active population,1547.0,2011-01-01 +6893,Hungary,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1386.0,2011-01-01 +6894,Hungary,From 25 to 54 years,Percentage of total population,Total,Active population,81.3,2011-01-01 +6895,Hungary,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),73.0,2011-01-01 +6896,Hungary,From 25 to 54 years,Percentage of total population,Males,Active population,88.2,2011-01-01 +6897,Hungary,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),79.5,2011-01-01 +6898,Hungary,From 25 to 54 years,Percentage of total population,Females,Active population,74.4,2011-01-01 +6899,Hungary,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.6,2011-01-01 +6900,Hungary,From 55 to 64 years,Thousand persons,Total,Active population,546.0,2011-01-01 +6901,Hungary,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),496.0,2011-01-01 +6902,Hungary,From 55 to 64 years,Thousand persons,Males,Active population,280.0,2011-01-01 +6903,Hungary,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),252.0,2011-01-01 +6904,Hungary,From 55 to 64 years,Thousand persons,Females,Active population,266.0,2011-01-01 +6905,Hungary,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),244.0,2011-01-01 +6906,Hungary,From 55 to 64 years,Percentage of total population,Total,Active population,38.8,2011-01-01 +6907,Hungary,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),35.3,2011-01-01 +6908,Hungary,From 55 to 64 years,Percentage of total population,Males,Active population,43.7,2011-01-01 +6909,Hungary,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),39.3,2011-01-01 +6910,Hungary,From 55 to 64 years,Percentage of total population,Females,Active population,34.8,2011-01-01 +6911,Hungary,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.9,2011-01-01 +6912,Malta,From 15 to 24 years,Thousand persons,Total,Active population,29.0,2011-01-01 +6913,Malta,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),25.0,2011-01-01 +6914,Malta,From 15 to 24 years,Thousand persons,Males,Active population,16.0,2011-01-01 +6915,Malta,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),14.0,2011-01-01 +6916,Malta,From 15 to 24 years,Thousand persons,Females,Active population,13.0,2011-01-01 +6917,Malta,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),11.0,2011-01-01 +6918,Malta,From 15 to 24 years,Percentage of total population,Total,Active population,51.9,2011-01-01 +6919,Malta,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.0,2011-01-01 +6920,Malta,From 15 to 24 years,Percentage of total population,Males,Active population,55.7,2011-01-01 +6921,Malta,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.0,2011-01-01 +6922,Malta,From 15 to 24 years,Percentage of total population,Females,Active population,48.0,2011-01-01 +6923,Malta,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.8,2011-01-01 +6924,Malta,From 25 to 54 years,Thousand persons,Total,Active population,127.0,2011-01-01 +6925,Malta,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),120.0,2011-01-01 +6926,Malta,From 25 to 54 years,Thousand persons,Males,Active population,82.0,2011-01-01 +6927,Malta,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),77.0,2011-01-01 +6928,Malta,From 25 to 54 years,Thousand persons,Females,Active population,45.0,2011-01-01 +6929,Malta,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),42.0,2011-01-01 +6930,Malta,From 25 to 54 years,Percentage of total population,Total,Active population,74.7,2011-01-01 +6931,Malta,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),70.6,2011-01-01 +6932,Malta,From 25 to 54 years,Percentage of total population,Males,Active population,94.9,2011-01-01 +6933,Malta,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.0,2011-01-01 +6934,Malta,From 25 to 54 years,Percentage of total population,Females,Active population,54.0,2011-01-01 +6935,Malta,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),50.8,2011-01-01 +6936,Malta,From 55 to 64 years,Thousand persons,Total,Active population,20.0,2011-01-01 +6937,Malta,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),20.0,2011-01-01 +6938,Malta,From 55 to 64 years,Thousand persons,Males,Active population,16.0,2011-01-01 +6939,Malta,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),15.0,2011-01-01 +6940,Malta,From 55 to 64 years,Thousand persons,Females,Active population,5.0,2011-01-01 +6941,Malta,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),4.0,2011-01-01 +6942,Malta,From 55 to 64 years,Percentage of total population,Total,Active population,34.2,2011-01-01 +6943,Malta,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.2,2011-01-01 +6944,Malta,From 55 to 64 years,Percentage of total population,Males,Active population,53.0,2011-01-01 +6945,Malta,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),51.5,2011-01-01 +6946,Malta,From 55 to 64 years,Percentage of total population,Females,Active population,15.6,2011-01-01 +6947,Malta,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),15.1,2011-01-01 +6948,Netherlands,From 15 to 24 years,Thousand persons,Total,Active population,1369.0,2011-01-01 +6949,Netherlands,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1232.0,2011-01-01 +6950,Netherlands,From 15 to 24 years,Thousand persons,Males,Active population,683.0,2011-01-01 +6951,Netherlands,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),611.0,2011-01-01 +6952,Netherlands,From 15 to 24 years,Thousand persons,Females,Active population,686.0,2011-01-01 +6953,Netherlands,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),620.0,2011-01-01 +6954,Netherlands,From 15 to 24 years,Percentage of total population,Total,Active population,68.1,2011-01-01 +6955,Netherlands,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.3,2011-01-01 +6956,Netherlands,From 15 to 24 years,Percentage of total population,Males,Active population,67.0,2011-01-01 +6957,Netherlands,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),60.0,2011-01-01 +6958,Netherlands,From 15 to 24 years,Percentage of total population,Females,Active population,69.2,2011-01-01 +6959,Netherlands,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),62.6,2011-01-01 +6960,Netherlands,From 25 to 54 years,Thousand persons,Total,Active population,5961.0,2011-01-01 +6961,Netherlands,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),5726.0,2011-01-01 +6962,Netherlands,From 25 to 54 years,Thousand persons,Males,Active population,3176.0,2011-01-01 +6963,Netherlands,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3067.0,2011-01-01 +6964,Netherlands,From 25 to 54 years,Thousand persons,Females,Active population,2785.0,2011-01-01 +6965,Netherlands,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2659.0,2011-01-01 +6966,Netherlands,From 25 to 54 years,Percentage of total population,Total,Active population,87.4,2011-01-01 +6967,Netherlands,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.0,2011-01-01 +6968,Netherlands,From 25 to 54 years,Percentage of total population,Males,Active population,93.0,2011-01-01 +6969,Netherlands,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.8,2011-01-01 +6970,Netherlands,From 25 to 54 years,Percentage of total population,Females,Active population,81.8,2011-01-01 +6971,Netherlands,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.1,2011-01-01 +6972,Netherlands,From 55 to 64 years,Thousand persons,Total,Active population,1252.0,2011-01-01 +6973,Netherlands,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1194.0,2011-01-01 +6974,Netherlands,From 55 to 64 years,Thousand persons,Males,Active population,731.0,2011-01-01 +6975,Netherlands,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),698.0,2011-01-01 +6976,Netherlands,From 55 to 64 years,Thousand persons,Females,Active population,521.0,2011-01-01 +6977,Netherlands,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),496.0,2011-01-01 +6978,Netherlands,From 55 to 64 years,Percentage of total population,Total,Active population,57.9,2011-01-01 +6979,Netherlands,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.2,2011-01-01 +6980,Netherlands,From 55 to 64 years,Percentage of total population,Males,Active population,67.5,2011-01-01 +6981,Netherlands,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),64.5,2011-01-01 +6982,Netherlands,From 55 to 64 years,Percentage of total population,Females,Active population,48.2,2011-01-01 +6983,Netherlands,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.9,2011-01-01 +6984,Austria,From 15 to 24 years,Thousand persons,Total,Active population,580.0,2011-01-01 +6985,Austria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),528.0,2011-01-01 +6986,Austria,From 15 to 24 years,Thousand persons,Males,Active population,310.0,2011-01-01 +6987,Austria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),282.0,2011-01-01 +6988,Austria,From 15 to 24 years,Thousand persons,Females,Active population,270.0,2011-01-01 +6989,Austria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),246.0,2011-01-01 +6990,Austria,From 15 to 24 years,Percentage of total population,Total,Active population,59.2,2011-01-01 +6991,Austria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.9,2011-01-01 +6992,Austria,From 15 to 24 years,Percentage of total population,Males,Active population,63.6,2011-01-01 +6993,Austria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.0,2011-01-01 +6994,Austria,From 15 to 24 years,Percentage of total population,Females,Active population,54.8,2011-01-01 +6995,Austria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.8,2011-01-01 +6996,Austria,From 25 to 54 years,Thousand persons,Total,Active population,3190.0,2011-01-01 +6997,Austria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3063.0,2011-01-01 +6998,Austria,From 25 to 54 years,Thousand persons,Males,Active population,1674.0,2011-01-01 +6999,Austria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1609.0,2011-01-01 +7000,Austria,From 25 to 54 years,Thousand persons,Females,Active population,1516.0,2011-01-01 +7001,Austria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1454.0,2011-01-01 +7002,Austria,From 25 to 54 years,Percentage of total population,Total,Active population,87.6,2011-01-01 +7003,Austria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.1,2011-01-01 +7004,Austria,From 25 to 54 years,Percentage of total population,Males,Active population,92.0,2011-01-01 +7005,Austria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.4,2011-01-01 +7006,Austria,From 25 to 54 years,Percentage of total population,Females,Active population,83.2,2011-01-01 +7007,Austria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.8,2011-01-01 +7008,Austria,From 55 to 64 years,Thousand persons,Total,Active population,406.0,2011-01-01 +7009,Austria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),391.0,2011-01-01 +7010,Austria,From 55 to 64 years,Thousand persons,Males,Active population,239.0,2011-01-01 +7011,Austria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),229.0,2011-01-01 +7012,Austria,From 55 to 64 years,Thousand persons,Females,Active population,167.0,2011-01-01 +7013,Austria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),162.0,2011-01-01 +7014,Austria,From 55 to 64 years,Percentage of total population,Total,Active population,41.4,2011-01-01 +7015,Austria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.9,2011-01-01 +7016,Austria,From 55 to 64 years,Percentage of total population,Males,Active population,50.4,2011-01-01 +7017,Austria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.2,2011-01-01 +7018,Austria,From 55 to 64 years,Percentage of total population,Females,Active population,33.0,2011-01-01 +7019,Austria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.2,2011-01-01 +7020,Poland,From 15 to 24 years,Thousand persons,Total,Active population,1622.0,2011-01-01 +7021,Poland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1204.0,2011-01-01 +7022,Poland,From 15 to 24 years,Thousand persons,Males,Active population,961.0,2011-01-01 +7023,Poland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),734.0,2011-01-01 +7024,Poland,From 15 to 24 years,Thousand persons,Females,Active population,661.0,2011-01-01 +7025,Poland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),470.0,2011-01-01 +7026,Poland,From 15 to 24 years,Percentage of total population,Total,Active population,33.5,2011-01-01 +7027,Poland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.9,2011-01-01 +7028,Poland,From 15 to 24 years,Percentage of total population,Males,Active population,38.7,2011-01-01 +7029,Poland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.6,2011-01-01 +7030,Poland,From 15 to 24 years,Percentage of total population,Females,Active population,28.1,2011-01-01 +7031,Poland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.0,2011-01-01 +7032,Poland,From 25 to 54 years,Thousand persons,Total,Active population,13285.0,2011-01-01 +7033,Poland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),12190.0,2011-01-01 +7034,Poland,From 25 to 54 years,Thousand persons,Males,Active population,7128.0,2011-01-01 +7035,Poland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),6594.0,2011-01-01 +7036,Poland,From 25 to 54 years,Thousand persons,Females,Active population,6157.0,2011-01-01 +7037,Poland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),5596.0,2011-01-01 +7038,Poland,From 25 to 54 years,Percentage of total population,Total,Active population,84.2,2011-01-01 +7039,Poland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.3,2011-01-01 +7040,Poland,From 25 to 54 years,Percentage of total population,Males,Active population,89.7,2011-01-01 +7041,Poland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.0,2011-01-01 +7042,Poland,From 25 to 54 years,Percentage of total population,Females,Active population,78.6,2011-01-01 +7043,Poland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.5,2011-01-01 +7044,Poland,From 55 to 64 years,Thousand persons,Total,Active population,2061.0,2011-01-01 +7045,Poland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1919.0,2011-01-01 +7046,Poland,From 55 to 64 years,Thousand persons,Males,Active population,1261.0,2011-01-01 +7047,Poland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1168.0,2011-01-01 +7048,Poland,From 55 to 64 years,Thousand persons,Females,Active population,800.0,2011-01-01 +7049,Poland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),751.0,2011-01-01 +7050,Poland,From 55 to 64 years,Percentage of total population,Total,Active population,39.6,2011-01-01 +7051,Poland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),36.9,2011-01-01 +7052,Poland,From 55 to 64 years,Percentage of total population,Males,Active population,51.6,2011-01-01 +7053,Poland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.8,2011-01-01 +7054,Poland,From 55 to 64 years,Percentage of total population,Females,Active population,29.0,2011-01-01 +7055,Poland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.2,2011-01-01 +7056,Portugal,From 15 to 24 years,Thousand persons,Total,Active population,437.0,2011-01-01 +7057,Portugal,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),305.0,2011-01-01 +7058,Portugal,From 15 to 24 years,Thousand persons,Males,Active population,234.0,2011-01-01 +7059,Portugal,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),166.0,2011-01-01 +7060,Portugal,From 15 to 24 years,Thousand persons,Females,Active population,202.0,2011-01-01 +7061,Portugal,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),138.0,2011-01-01 +7062,Portugal,From 15 to 24 years,Percentage of total population,Total,Active population,38.2,2011-01-01 +7063,Portugal,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),26.6,2011-01-01 +7064,Portugal,From 15 to 24 years,Percentage of total population,Males,Active population,40.4,2011-01-01 +7065,Portugal,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),28.7,2011-01-01 +7066,Portugal,From 15 to 24 years,Percentage of total population,Females,Active population,35.9,2011-01-01 +7067,Portugal,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.5,2011-01-01 +7068,Portugal,From 25 to 54 years,Thousand persons,Total,Active population,4003.0,2011-01-01 +7069,Portugal,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3526.0,2011-01-01 +7070,Portugal,From 25 to 54 years,Thousand persons,Males,Active population,2042.0,2011-01-01 +7071,Portugal,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1806.0,2011-01-01 +7072,Portugal,From 25 to 54 years,Thousand persons,Females,Active population,1962.0,2011-01-01 +7073,Portugal,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1720.0,2011-01-01 +7074,Portugal,From 25 to 54 years,Percentage of total population,Total,Active population,88.4,2011-01-01 +7075,Portugal,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.8,2011-01-01 +7076,Portugal,From 25 to 54 years,Percentage of total population,Males,Active population,92.4,2011-01-01 +7077,Portugal,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.7,2011-01-01 +7078,Portugal,From 25 to 54 years,Percentage of total population,Females,Active population,84.5,2011-01-01 +7079,Portugal,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.1,2011-01-01 +7080,Portugal,From 55 to 64 years,Thousand persons,Total,Active population,698.0,2011-01-01 +7081,Portugal,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),623.0,2011-01-01 +7082,Portugal,From 55 to 64 years,Thousand persons,Males,Active population,379.0,2011-01-01 +7083,Portugal,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),334.0,2011-01-01 +7084,Portugal,From 55 to 64 years,Thousand persons,Females,Active population,319.0,2011-01-01 +7085,Portugal,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),289.0,2011-01-01 +7086,Portugal,From 55 to 64 years,Percentage of total population,Total,Active population,53.6,2011-01-01 +7087,Portugal,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.8,2011-01-01 +7088,Portugal,From 55 to 64 years,Percentage of total population,Males,Active population,61.6,2011-01-01 +7089,Portugal,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.2,2011-01-01 +7090,Portugal,From 55 to 64 years,Percentage of total population,Females,Active population,46.4,2011-01-01 +7091,Portugal,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.0,2011-01-01 +7092,Romania,From 15 to 24 years,Thousand persons,Total,Active population,760.0,2011-01-01 +7093,Romania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),578.0,2011-01-01 +7094,Romania,From 15 to 24 years,Thousand persons,Males,Active population,450.0,2011-01-01 +7095,Romania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),342.0,2011-01-01 +7096,Romania,From 15 to 24 years,Thousand persons,Females,Active population,310.0,2011-01-01 +7097,Romania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),236.0,2011-01-01 +7098,Romania,From 15 to 24 years,Percentage of total population,Total,Active population,30.7,2011-01-01 +7099,Romania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),23.4,2011-01-01 +7100,Romania,From 15 to 24 years,Percentage of total population,Males,Active population,35.3,2011-01-01 +7101,Romania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),26.8,2011-01-01 +7102,Romania,From 15 to 24 years,Percentage of total population,Females,Active population,25.8,2011-01-01 +7103,Romania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.7,2011-01-01 +7104,Romania,From 25 to 54 years,Thousand persons,Total,Active population,6920.0,2011-01-01 +7105,Romania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),6484.0,2011-01-01 +7106,Romania,From 25 to 54 years,Thousand persons,Males,Active population,3852.0,2011-01-01 +7107,Romania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3598.0,2011-01-01 +7108,Romania,From 25 to 54 years,Thousand persons,Females,Active population,3068.0,2011-01-01 +7109,Romania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2886.0,2011-01-01 +7110,Romania,From 25 to 54 years,Percentage of total population,Total,Active population,80.9,2011-01-01 +7111,Romania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.8,2011-01-01 +7112,Romania,From 25 to 54 years,Percentage of total population,Males,Active population,89.0,2011-01-01 +7113,Romania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.1,2011-01-01 +7114,Romania,From 25 to 54 years,Percentage of total population,Females,Active population,72.6,2011-01-01 +7115,Romania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),68.3,2011-01-01 +7116,Romania,From 55 to 64 years,Thousand persons,Total,Active population,1119.0,2011-01-01 +7117,Romania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1077.0,2011-01-01 +7118,Romania,From 55 to 64 years,Thousand persons,Males,Active population,650.0,2011-01-01 +7119,Romania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),615.0,2011-01-01 +7120,Romania,From 55 to 64 years,Thousand persons,Females,Active population,469.0,2011-01-01 +7121,Romania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),462.0,2011-01-01 +7122,Romania,From 55 to 64 years,Percentage of total population,Total,Active population,41.4,2011-01-01 +7123,Romania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.9,2011-01-01 +7124,Romania,From 55 to 64 years,Percentage of total population,Males,Active population,51.3,2011-01-01 +7125,Romania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.6,2011-01-01 +7126,Romania,From 55 to 64 years,Percentage of total population,Females,Active population,32.7,2011-01-01 +7127,Romania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.2,2011-01-01 +7128,Slovenia,From 15 to 24 years,Thousand persons,Total,Active population,87.0,2011-01-01 +7129,Slovenia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),73.0,2011-01-01 +7130,Slovenia,From 15 to 24 years,Thousand persons,Males,Active population,52.0,2011-01-01 +7131,Slovenia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),44.0,2011-01-01 +7132,Slovenia,From 15 to 24 years,Thousand persons,Females,Active population,35.0,2011-01-01 +7133,Slovenia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),29.0,2011-01-01 +7134,Slovenia,From 15 to 24 years,Percentage of total population,Total,Active population,37.4,2011-01-01 +7135,Slovenia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.5,2011-01-01 +7136,Slovenia,From 15 to 24 years,Percentage of total population,Males,Active population,42.0,2011-01-01 +7137,Slovenia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),35.7,2011-01-01 +7138,Slovenia,From 15 to 24 years,Percentage of total population,Females,Active population,32.3,2011-01-01 +7139,Slovenia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.9,2011-01-01 +7140,Slovenia,From 25 to 54 years,Thousand persons,Total,Active population,817.0,2011-01-01 +7141,Slovenia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),754.0,2011-01-01 +7142,Slovenia,From 25 to 54 years,Thousand persons,Males,Active population,427.0,2011-01-01 +7143,Slovenia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),395.0,2011-01-01 +7144,Slovenia,From 25 to 54 years,Thousand persons,Females,Active population,390.0,2011-01-01 +7145,Slovenia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),359.0,2011-01-01 +7146,Slovenia,From 25 to 54 years,Percentage of total population,Total,Active population,90.1,2011-01-01 +7147,Slovenia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.1,2011-01-01 +7148,Slovenia,From 25 to 54 years,Percentage of total population,Males,Active population,91.8,2011-01-01 +7149,Slovenia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.8,2011-01-01 +7150,Slovenia,From 25 to 54 years,Percentage of total population,Females,Active population,88.4,2011-01-01 +7151,Slovenia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),81.3,2011-01-01 +7152,Slovenia,From 55 to 64 years,Thousand persons,Total,Active population,94.0,2011-01-01 +7153,Slovenia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),88.0,2011-01-01 +7154,Slovenia,From 55 to 64 years,Thousand persons,Males,Active population,61.0,2011-01-01 +7155,Slovenia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),56.0,2011-01-01 +7156,Slovenia,From 55 to 64 years,Thousand persons,Females,Active population,33.0,2011-01-01 +7157,Slovenia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),32.0,2011-01-01 +7158,Slovenia,From 55 to 64 years,Percentage of total population,Total,Active population,33.3,2011-01-01 +7159,Slovenia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.2,2011-01-01 +7160,Slovenia,From 55 to 64 years,Percentage of total population,Males,Active population,42.7,2011-01-01 +7161,Slovenia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),39.5,2011-01-01 +7162,Slovenia,From 55 to 64 years,Percentage of total population,Females,Active population,23.7,2011-01-01 +7163,Slovenia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),22.7,2011-01-01 +7164,Slovakia,From 15 to 24 years,Thousand persons,Total,Active population,226.0,2011-01-01 +7165,Slovakia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),151.0,2011-01-01 +7166,Slovakia,From 15 to 24 years,Thousand persons,Males,Active population,143.0,2011-01-01 +7167,Slovakia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),95.0,2011-01-01 +7168,Slovakia,From 15 to 24 years,Thousand persons,Females,Active population,84.0,2011-01-01 +7169,Slovakia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),55.0,2011-01-01 +7170,Slovakia,From 15 to 24 years,Percentage of total population,Total,Active population,30.1,2011-01-01 +7171,Slovakia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),20.0,2011-01-01 +7172,Slovakia,From 15 to 24 years,Percentage of total population,Males,Active population,37.2,2011-01-01 +7173,Slovakia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.8,2011-01-01 +7174,Slovakia,From 15 to 24 years,Percentage of total population,Females,Active population,22.7,2011-01-01 +7175,Slovakia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),15.0,2011-01-01 +7176,Slovakia,From 25 to 54 years,Thousand persons,Total,Active population,2126.0,2011-01-01 +7177,Slovakia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1868.0,2011-01-01 +7178,Slovakia,From 25 to 54 years,Thousand persons,Males,Active population,1155.0,2011-01-01 +7179,Slovakia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1020.0,2011-01-01 +7180,Slovakia,From 25 to 54 years,Thousand persons,Females,Active population,970.0,2011-01-01 +7181,Slovakia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),849.0,2011-01-01 +7182,Slovakia,From 25 to 54 years,Percentage of total population,Total,Active population,87.0,2011-01-01 +7183,Slovakia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.5,2011-01-01 +7184,Slovakia,From 25 to 54 years,Percentage of total population,Males,Active population,93.5,2011-01-01 +7185,Slovakia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.5,2011-01-01 +7186,Slovakia,From 25 to 54 years,Percentage of total population,Females,Active population,80.4,2011-01-01 +7187,Slovakia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.4,2011-01-01 +7188,Slovakia,From 55 to 64 years,Thousand persons,Total,Active population,316.0,2011-01-01 +7189,Slovakia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),284.0,2011-01-01 +7190,Slovakia,From 55 to 64 years,Thousand persons,Males,Active population,190.0,2011-01-01 +7191,Slovakia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),170.0,2011-01-01 +7192,Slovakia,From 55 to 64 years,Thousand persons,Females,Active population,126.0,2011-01-01 +7193,Slovakia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),114.0,2011-01-01 +7194,Slovakia,From 55 to 64 years,Percentage of total population,Total,Active population,46.0,2011-01-01 +7195,Slovakia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.3,2011-01-01 +7196,Slovakia,From 55 to 64 years,Percentage of total population,Males,Active population,58.8,2011-01-01 +7197,Slovakia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.5,2011-01-01 +7198,Slovakia,From 55 to 64 years,Percentage of total population,Females,Active population,34.6,2011-01-01 +7199,Slovakia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.4,2011-01-01 +7200,Finland,From 15 to 24 years,Thousand persons,Total,Active population,323.0,2011-01-01 +7201,Finland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),258.0,2011-01-01 +7202,Finland,From 15 to 24 years,Thousand persons,Males,Active population,160.0,2011-01-01 +7203,Finland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),125.0,2011-01-01 +7204,Finland,From 15 to 24 years,Thousand persons,Females,Active population,163.0,2011-01-01 +7205,Finland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),133.0,2011-01-01 +7206,Finland,From 15 to 24 years,Percentage of total population,Total,Active population,50.5,2011-01-01 +7207,Finland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),40.4,2011-01-01 +7208,Finland,From 15 to 24 years,Percentage of total population,Males,Active population,50.5,2011-01-01 +7209,Finland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),39.5,2011-01-01 +7210,Finland,From 15 to 24 years,Percentage of total population,Females,Active population,50.5,2011-01-01 +7211,Finland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.2,2011-01-01 +7212,Finland,From 25 to 54 years,Thousand persons,Total,Active population,1837.0,2011-01-01 +7213,Finland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1724.0,2011-01-01 +7214,Finland,From 25 to 54 years,Thousand persons,Males,Active population,969.0,2011-01-01 +7215,Finland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),905.0,2011-01-01 +7216,Finland,From 25 to 54 years,Thousand persons,Females,Active population,868.0,2011-01-01 +7217,Finland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),820.0,2011-01-01 +7218,Finland,From 25 to 54 years,Percentage of total population,Total,Active population,87.7,2011-01-01 +7219,Finland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.3,2011-01-01 +7220,Finland,From 25 to 54 years,Percentage of total population,Males,Active population,90.9,2011-01-01 +7221,Finland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.8,2011-01-01 +7222,Finland,From 25 to 54 years,Percentage of total population,Females,Active population,84.3,2011-01-01 +7223,Finland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.6,2011-01-01 +7224,Finland,From 55 to 64 years,Thousand persons,Total,Active population,476.0,2011-01-01 +7225,Finland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),446.0,2011-01-01 +7226,Finland,From 55 to 64 years,Thousand persons,Males,Active population,237.0,2011-01-01 +7227,Finland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),219.0,2011-01-01 +7228,Finland,From 55 to 64 years,Thousand persons,Females,Active population,240.0,2011-01-01 +7229,Finland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),227.0,2011-01-01 +7230,Finland,From 55 to 64 years,Percentage of total population,Total,Active population,60.9,2011-01-01 +7231,Finland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),57.0,2011-01-01 +7232,Finland,From 55 to 64 years,Percentage of total population,Males,Active population,61.4,2011-01-01 +7233,Finland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.8,2011-01-01 +7234,Finland,From 55 to 64 years,Percentage of total population,Females,Active population,60.4,2011-01-01 +7235,Finland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),57.2,2011-01-01 +7236,Sweden,From 15 to 24 years,Thousand persons,Total,Active population,661.0,2011-01-01 +7237,Sweden,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),510.0,2011-01-01 +7238,Sweden,From 15 to 24 years,Thousand persons,Males,Active population,340.0,2011-01-01 +7239,Sweden,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),261.0,2011-01-01 +7240,Sweden,From 15 to 24 years,Thousand persons,Females,Active population,321.0,2011-01-01 +7241,Sweden,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),249.0,2011-01-01 +7242,Sweden,From 15 to 24 years,Percentage of total population,Total,Active population,53.0,2011-01-01 +7243,Sweden,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),40.9,2011-01-01 +7244,Sweden,From 15 to 24 years,Percentage of total population,Males,Active population,53.2,2011-01-01 +7245,Sweden,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.8,2011-01-01 +7246,Sweden,From 15 to 24 years,Percentage of total population,Females,Active population,52.8,2011-01-01 +7247,Sweden,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.0,2011-01-01 +7248,Sweden,From 25 to 54 years,Thousand persons,Total,Active population,3330.0,2011-01-01 +7249,Sweden,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3139.0,2011-01-01 +7250,Sweden,From 25 to 54 years,Thousand persons,Males,Active population,1750.0,2011-01-01 +7251,Sweden,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1651.0,2011-01-01 +7252,Sweden,From 25 to 54 years,Thousand persons,Females,Active population,1580.0,2011-01-01 +7253,Sweden,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1488.0,2011-01-01 +7254,Sweden,From 25 to 54 years,Percentage of total population,Total,Active population,90.3,2011-01-01 +7255,Sweden,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),85.1,2011-01-01 +7256,Sweden,From 25 to 54 years,Percentage of total population,Males,Active population,93.2,2011-01-01 +7257,Sweden,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.9,2011-01-01 +7258,Sweden,From 25 to 54 years,Percentage of total population,Females,Active population,87.3,2011-01-01 +7259,Sweden,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.2,2011-01-01 +7260,Sweden,From 55 to 64 years,Thousand persons,Total,Active population,896.0,2011-01-01 +7261,Sweden,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),849.0,2011-01-01 +7262,Sweden,From 55 to 64 years,Thousand persons,Males,Active population,471.0,2011-01-01 +7263,Sweden,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),443.0,2011-01-01 +7264,Sweden,From 55 to 64 years,Thousand persons,Females,Active population,425.0,2011-01-01 +7265,Sweden,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),406.0,2011-01-01 +7266,Sweden,From 55 to 64 years,Percentage of total population,Total,Active population,76.0,2011-01-01 +7267,Sweden,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),72.0,2011-01-01 +7268,Sweden,From 55 to 64 years,Percentage of total population,Males,Active population,79.9,2011-01-01 +7269,Sweden,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),75.2,2011-01-01 +7270,Sweden,From 55 to 64 years,Percentage of total population,Females,Active population,72.1,2011-01-01 +7271,Sweden,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),68.9,2011-01-01 +7272,United Kingdom,From 15 to 24 years,Thousand persons,Total,Active population,4568.0,2011-01-01 +7273,United Kingdom,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3596.0,2011-01-01 +7274,United Kingdom,From 15 to 24 years,Thousand persons,Males,Active population,2398.0,2011-01-01 +7275,United Kingdom,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1828.0,2011-01-01 +7276,United Kingdom,From 15 to 24 years,Thousand persons,Females,Active population,2170.0,2011-01-01 +7277,United Kingdom,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1768.0,2011-01-01 +7278,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Active population,58.2,2011-01-01 +7279,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.8,2011-01-01 +7280,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Active population,60.7,2011-01-01 +7281,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.3,2011-01-01 +7282,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Active population,55.7,2011-01-01 +7283,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.3,2011-01-01 +7284,United Kingdom,From 25 to 54 years,Thousand persons,Total,Active population,21991.0,2011-01-01 +7285,United Kingdom,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20645.0,2011-01-01 +7286,United Kingdom,From 25 to 54 years,Thousand persons,Males,Active population,11686.0,2011-01-01 +7287,United Kingdom,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10946.0,2011-01-01 +7288,United Kingdom,From 25 to 54 years,Thousand persons,Females,Active population,10306.0,2011-01-01 +7289,United Kingdom,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9699.0,2011-01-01 +7290,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Active population,85.3,2011-01-01 +7291,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.1,2011-01-01 +7292,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Active population,91.7,2011-01-01 +7293,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.9,2011-01-01 +7294,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Active population,79.0,2011-01-01 +7295,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.4,2011-01-01 +7296,United Kingdom,From 55 to 64 years,Thousand persons,Total,Active population,4383.0,2011-01-01 +7297,United Kingdom,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),4164.0,2011-01-01 +7298,United Kingdom,From 55 to 64 years,Thousand persons,Males,Active population,2469.0,2011-01-01 +7299,United Kingdom,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2315.0,2011-01-01 +7300,United Kingdom,From 55 to 64 years,Thousand persons,Females,Active population,1914.0,2011-01-01 +7301,United Kingdom,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1849.0,2011-01-01 +7302,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Active population,59.7,2011-01-01 +7303,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),56.7,2011-01-01 +7304,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Active population,68.4,2011-01-01 +7305,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),64.1,2011-01-01 +7306,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Active population,51.3,2011-01-01 +7307,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.5,2011-01-01 +7308,Iceland,From 15 to 24 years,Thousand persons,Total,Active population,30.0,2011-01-01 +7309,Iceland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),26.0,2011-01-01 +7310,Iceland,From 15 to 24 years,Thousand persons,Males,Active population,15.0,2011-01-01 +7311,Iceland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),12.0,2011-01-01 +7312,Iceland,From 15 to 24 years,Thousand persons,Females,Active population,15.0,2011-01-01 +7313,Iceland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),13.0,2011-01-01 +7314,Iceland,From 15 to 24 years,Percentage of total population,Total,Active population,73.1,2011-01-01 +7315,Iceland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),62.5,2011-01-01 +7316,Iceland,From 15 to 24 years,Percentage of total population,Males,Active population,71.7,2011-01-01 +7317,Iceland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.7,2011-01-01 +7318,Iceland,From 15 to 24 years,Percentage of total population,Females,Active population,74.6,2011-01-01 +7319,Iceland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.6,2011-01-01 +7320,Iceland,From 25 to 54 years,Thousand persons,Total,Active population,113.0,2011-01-01 +7321,Iceland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),106.0,2011-01-01 +7322,Iceland,From 25 to 54 years,Thousand persons,Males,Active population,59.0,2011-01-01 +7323,Iceland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),56.0,2011-01-01 +7324,Iceland,From 25 to 54 years,Thousand persons,Females,Active population,54.0,2011-01-01 +7325,Iceland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),51.0,2011-01-01 +7326,Iceland,From 25 to 54 years,Percentage of total population,Total,Active population,88.4,2011-01-01 +7327,Iceland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.4,2011-01-01 +7328,Iceland,From 25 to 54 years,Percentage of total population,Males,Active population,92.1,2011-01-01 +7329,Iceland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.9,2011-01-01 +7330,Iceland,From 25 to 54 years,Percentage of total population,Females,Active population,84.7,2011-01-01 +7331,Iceland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.9,2011-01-01 +7332,Iceland,From 55 to 64 years,Thousand persons,Total,Active population,29.0,2011-01-01 +7333,Iceland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),27.0,2011-01-01 +7334,Iceland,From 55 to 64 years,Thousand persons,Males,Active population,15.0,2011-01-01 +7335,Iceland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),14.0,2011-01-01 +7336,Iceland,From 55 to 64 years,Thousand persons,Females,Active population,14.0,2011-01-01 +7337,Iceland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),13.0,2011-01-01 +7338,Iceland,From 55 to 64 years,Percentage of total population,Total,Active population,83.8,2011-01-01 +7339,Iceland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.2,2011-01-01 +7340,Iceland,From 55 to 64 years,Percentage of total population,Males,Active population,88.3,2011-01-01 +7341,Iceland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.0,2011-01-01 +7342,Iceland,From 55 to 64 years,Percentage of total population,Females,Active population,79.1,2011-01-01 +7343,Iceland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.3,2011-01-01 +7344,Norway,From 15 to 24 years,Thousand persons,Total,Active population,357.0,2011-01-01 +7345,Norway,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),326.0,2011-01-01 +7346,Norway,From 15 to 24 years,Thousand persons,Males,Active population,180.0,2011-01-01 +7347,Norway,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),163.0,2011-01-01 +7348,Norway,From 15 to 24 years,Thousand persons,Females,Active population,177.0,2011-01-01 +7349,Norway,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),163.0,2011-01-01 +7350,Norway,From 15 to 24 years,Percentage of total population,Total,Active population,55.6,2011-01-01 +7351,Norway,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.8,2011-01-01 +7352,Norway,From 15 to 24 years,Percentage of total population,Males,Active population,54.7,2011-01-01 +7353,Norway,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),49.4,2011-01-01 +7354,Norway,From 15 to 24 years,Percentage of total population,Females,Active population,56.6,2011-01-01 +7355,Norway,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),52.3,2011-01-01 +7356,Norway,From 25 to 54 years,Thousand persons,Total,Active population,1771.0,2011-01-01 +7357,Norway,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1723.0,2011-01-01 +7358,Norway,From 25 to 54 years,Thousand persons,Males,Active population,933.0,2011-01-01 +7359,Norway,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),906.0,2011-01-01 +7360,Norway,From 25 to 54 years,Thousand persons,Females,Active population,838.0,2011-01-01 +7361,Norway,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),817.0,2011-01-01 +7362,Norway,From 25 to 54 years,Percentage of total population,Total,Active population,87.0,2011-01-01 +7363,Norway,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.7,2011-01-01 +7364,Norway,From 25 to 54 years,Percentage of total population,Males,Active population,89.6,2011-01-01 +7365,Norway,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.1,2011-01-01 +7366,Norway,From 25 to 54 years,Percentage of total population,Females,Active population,84.3,2011-01-01 +7367,Norway,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.2,2011-01-01 +7368,Norway,From 55 to 64 years,Thousand persons,Total,Active population,416.0,2011-01-01 +7369,Norway,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),411.0,2011-01-01 +7370,Norway,From 55 to 64 years,Thousand persons,Males,Active population,220.0,2011-01-01 +7371,Norway,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),217.0,2011-01-01 +7372,Norway,From 55 to 64 years,Thousand persons,Females,Active population,196.0,2011-01-01 +7373,Norway,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),194.0,2011-01-01 +7374,Norway,From 55 to 64 years,Percentage of total population,Total,Active population,70.4,2011-01-01 +7375,Norway,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),69.6,2011-01-01 +7376,Norway,From 55 to 64 years,Percentage of total population,Males,Active population,73.9,2011-01-01 +7377,Norway,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),72.9,2011-01-01 +7378,Norway,From 55 to 64 years,Percentage of total population,Females,Active population,66.9,2011-01-01 +7379,Norway,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.1,2011-01-01 +7380,Switzerland,From 15 to 24 years,Thousand persons,Total,Active population,631.0,2011-01-01 +7381,Switzerland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),583.0,2011-01-01 +7382,Switzerland,From 15 to 24 years,Thousand persons,Males,Active population,327.0,2011-01-01 +7383,Switzerland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),303.0,2011-01-01 +7384,Switzerland,From 15 to 24 years,Thousand persons,Females,Active population,304.0,2011-01-01 +7385,Switzerland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),280.0,2011-01-01 +7386,Switzerland,From 15 to 24 years,Percentage of total population,Total,Active population,68.2,2011-01-01 +7387,Switzerland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),62.9,2011-01-01 +7388,Switzerland,From 15 to 24 years,Percentage of total population,Males,Active population,69.3,2011-01-01 +7389,Switzerland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),64.1,2011-01-01 +7390,Switzerland,From 15 to 24 years,Percentage of total population,Females,Active population,67.0,2011-01-01 +7391,Switzerland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),61.7,2011-01-01 +7392,Switzerland,From 25 to 54 years,Thousand persons,Total,Active population,3101.0,2011-01-01 +7393,Switzerland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2989.0,2011-01-01 +7394,Switzerland,From 25 to 54 years,Thousand persons,Males,Active population,1668.0,2011-01-01 +7395,Switzerland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1615.0,2011-01-01 +7396,Switzerland,From 25 to 54 years,Thousand persons,Females,Active population,1432.0,2011-01-01 +7397,Switzerland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1374.0,2011-01-01 +7398,Switzerland,From 25 to 54 years,Percentage of total population,Total,Active population,89.7,2011-01-01 +7399,Switzerland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),86.4,2011-01-01 +7400,Switzerland,From 25 to 54 years,Percentage of total population,Males,Active population,95.9,2011-01-01 +7401,Switzerland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),92.8,2011-01-01 +7402,Switzerland,From 25 to 54 years,Percentage of total population,Females,Active population,83.4,2011-01-01 +7403,Switzerland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.0,2011-01-01 +7404,Switzerland,From 55 to 64 years,Thousand persons,Total,Active population,683.0,2011-01-01 +7405,Switzerland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),661.0,2011-01-01 +7406,Switzerland,From 55 to 64 years,Thousand persons,Males,Active population,387.0,2011-01-01 +7407,Switzerland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),375.0,2011-01-01 +7408,Switzerland,From 55 to 64 years,Thousand persons,Females,Active population,297.0,2011-01-01 +7409,Switzerland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),287.0,2011-01-01 +7410,Switzerland,From 55 to 64 years,Percentage of total population,Total,Active population,71.8,2011-01-01 +7411,Switzerland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),69.5,2011-01-01 +7412,Switzerland,From 55 to 64 years,Percentage of total population,Males,Active population,81.7,2011-01-01 +7413,Switzerland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),79.1,2011-01-01 +7414,Switzerland,From 55 to 64 years,Percentage of total population,Females,Active population,62.1,2011-01-01 +7415,Switzerland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),60.0,2011-01-01 +7416,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Active population,101.0,2011-01-01 +7417,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),45.0,2011-01-01 +7418,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Active population,65.0,2011-01-01 +7419,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),29.0,2011-01-01 +7420,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Active population,37.0,2011-01-01 +7421,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),17.0,2011-01-01 +7422,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Active population,32.1,2011-01-01 +7423,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),14.4,2011-01-01 +7424,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Active population,39.9,2011-01-01 +7425,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),17.7,2011-01-01 +7426,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Active population,23.9,2011-01-01 +7427,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),10.8,2011-01-01 +7428,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Active population,717.0,2011-01-01 +7429,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),511.0,2011-01-01 +7430,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Active population,424.0,2011-01-01 +7431,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),303.0,2011-01-01 +7432,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Active population,293.0,2011-01-01 +7433,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),208.0,2011-01-01 +7434,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Active population,79.2,2011-01-01 +7435,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),56.4,2011-01-01 +7436,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Active population,92.0,2011-01-01 +7437,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),65.7,2011-01-01 +7438,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Active population,65.8,2011-01-01 +7439,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),46.8,2011-01-01 +7440,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Active population,115.0,2011-01-01 +7441,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),83.0,2011-01-01 +7442,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Active population,77.0,2011-01-01 +7443,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),54.0,2011-01-01 +7444,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Active population,38.0,2011-01-01 +7445,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),29.0,2011-01-01 +7446,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Active population,49.2,2011-01-01 +7447,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),35.4,2011-01-01 +7448,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Active population,67.7,2011-01-01 +7449,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.3,2011-01-01 +7450,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Active population,31.7,2011-01-01 +7451,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.0,2011-01-01 +7452,Turkey,From 15 to 24 years,Thousand persons,Total,Active population,4437.0,2011-01-01 +7453,Turkey,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3695.0,2011-01-01 +7454,Turkey,From 15 to 24 years,Thousand persons,Males,Active population,2894.0,2011-01-01 +7455,Turkey,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2444.0,2011-01-01 +7456,Turkey,From 15 to 24 years,Thousand persons,Females,Active population,1543.0,2011-01-01 +7457,Turkey,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1251.0,2011-01-01 +7458,Turkey,From 15 to 24 years,Percentage of total population,Total,Active population,38.5,2011-01-01 +7459,Turkey,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.0,2011-01-01 +7460,Turkey,From 15 to 24 years,Percentage of total population,Males,Active population,51.3,2011-01-01 +7461,Turkey,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),43.3,2011-01-01 +7462,Turkey,From 15 to 24 years,Percentage of total population,Females,Active population,26.2,2011-01-01 +7463,Turkey,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.2,2011-01-01 +7464,Turkey,From 25 to 54 years,Thousand persons,Total,Active population,19492.0,2011-01-01 +7465,Turkey,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),17995.0,2011-01-01 +7466,Turkey,From 25 to 54 years,Thousand persons,Males,Active population,13996.0,2011-01-01 +7467,Turkey,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),12981.0,2011-01-01 +7468,Turkey,From 25 to 54 years,Thousand persons,Females,Active population,5495.0,2011-01-01 +7469,Turkey,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),5015.0,2011-01-01 +7470,Turkey,From 25 to 54 years,Percentage of total population,Total,Active population,62.3,2011-01-01 +7471,Turkey,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),57.5,2011-01-01 +7472,Turkey,From 25 to 54 years,Percentage of total population,Males,Active population,89.2,2011-01-01 +7473,Turkey,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.7,2011-01-01 +7474,Turkey,From 25 to 54 years,Percentage of total population,Females,Active population,35.2,2011-01-01 +7475,Turkey,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.2,2011-01-01 +7476,Turkey,From 55 to 64 years,Thousand persons,Total,Active population,1840.0,2011-01-01 +7477,Turkey,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1760.0,2011-01-01 +7478,Turkey,From 55 to 64 years,Thousand persons,Males,Active population,1319.0,2011-01-01 +7479,Turkey,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1247.0,2011-01-01 +7480,Turkey,From 55 to 64 years,Thousand persons,Females,Active population,521.0,2011-01-01 +7481,Turkey,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),513.0,2011-01-01 +7482,Turkey,From 55 to 64 years,Percentage of total population,Total,Active population,32.8,2011-01-01 +7483,Turkey,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.4,2011-01-01 +7484,Turkey,From 55 to 64 years,Percentage of total population,Males,Active population,48.1,2011-01-01 +7485,Turkey,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.4,2011-01-01 +7486,Turkey,From 55 to 64 years,Percentage of total population,Females,Active population,18.1,2011-01-01 +7487,Turkey,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.9,2011-01-01 +7488,,,,,,, +7489,,,,,,, +7490,,,,,,, +7491,,,,,,, +7492,,,,,,, +7493,,,,,,, +7494,,,,,,, +7495,,,,,,, +7496,,,,,,, +7497,,,,,,, +7498,,,,,,, +7499,,,,,,, +7500,,,,,,, +7501,,,,,,, +7502,,,,,,, +7503,,,,,,, +7504,,,,,,, +7505,,,,,,, +7506,,,,,,, +7507,,,,,,, +7508,,,,,,, +7509,,,,,,, +7510,,,,,,, +7511,,,,,,, +7512,,,,,,, +7513,,,,,,, +7514,,,,,,, +7515,,,,,,, +7516,,,,,,, +7517,,,,,,, +7518,,,,,,, +7519,,,,,,, +7520,,,,,,, +7521,,,,,,, +7522,,,,,,, +7523,,,,,,, +7524,,,,,,, +7525,,,,,,, +7526,,,,,,, +7527,,,,,,, +7528,,,,,,, +7529,,,,,,, +7530,,,,,,, +7531,,,,,,, +7532,,,,,,, +7533,,,,,,, +7534,,,,,,, +7535,,,,,,, +7536,,,,,,, +7537,,,,,,, +7538,,,,,,, +7539,,,,,,, +7540,,,,,,, +7541,,,,,,, +7542,,,,,,, +7543,,,,,,, +7544,,,,,,, +7545,,,,,,, +7546,,,,,,, +7547,,,,,,, +7548,,,,,,, +7549,,,,,,, +7550,,,,,,, +7551,,,,,,, +7552,,,,,,, +7553,,,,,,, +7554,,,,,,, +7555,,,,,,, +7556,,,,,,, +7557,,,,,,, +7558,,,,,,, +7559,,,,,,, +7560,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Active population,24090.0,2012-01-01 +7561,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),18507.0,2012-01-01 +7562,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Active population,13101.0,2012-01-01 +7563,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),9975.0,2012-01-01 +7564,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Active population,10990.0,2012-01-01 +7565,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8533.0,2012-01-01 +7566,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Active population,42.3,2012-01-01 +7567,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.5,2012-01-01 +7568,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Active population,45.2,2012-01-01 +7569,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),34.4,2012-01-01 +7570,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.3,2012-01-01 +7571,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.5,2012-01-01 +7572,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Active population,179099.0,2012-01-01 +7573,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),162079.0,2012-01-01 +7574,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Active population,96207.0,2012-01-01 +7575,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),87282.0,2012-01-01 +7576,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Active population,82892.0,2012-01-01 +7577,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),74797.0,2012-01-01 +7578,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.4,2012-01-01 +7579,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.3,2012-01-01 +7580,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.8,2012-01-01 +7581,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.3,2012-01-01 +7582,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.0,2012-01-01 +7583,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.3,2012-01-01 +7584,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Active population,33177.0,2012-01-01 +7585,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),30765.0,2012-01-01 +7586,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Active population,18623.0,2012-01-01 +7587,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),17168.0,2012-01-01 +7588,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Active population,14554.0,2012-01-01 +7589,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),13597.0,2012-01-01 +7590,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Active population,52.5,2012-01-01 +7591,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),48.7,2012-01-01 +7592,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Active population,61.0,2012-01-01 +7593,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.2,2012-01-01 +7594,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Active population,44.6,2012-01-01 +7595,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.7,2012-01-01 +7596,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Active population,23939.0,2012-01-01 +7597,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),18420.0,2012-01-01 +7598,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Active population,13012.0,2012-01-01 +7599,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),9923.0,2012-01-01 +7600,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Active population,10928.0,2012-01-01 +7601,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8497.0,2012-01-01 +7602,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Active population,42.4,2012-01-01 +7603,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.6,2012-01-01 +7604,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Active population,45.3,2012-01-01 +7605,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),34.5,2012-01-01 +7606,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.5,2012-01-01 +7607,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.7,2012-01-01 +7608,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Active population,177674.0,2012-01-01 +7609,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),160861.0,2012-01-01 +7610,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Active population,95454.0,2012-01-01 +7611,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),86636.0,2012-01-01 +7612,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Active population,82220.0,2012-01-01 +7613,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),74225.0,2012-01-01 +7614,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.4,2012-01-01 +7615,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.3,2012-01-01 +7616,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.8,2012-01-01 +7617,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.3,2012-01-01 +7618,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.0,2012-01-01 +7619,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.3,2012-01-01 +7620,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Active population,32929.0,2012-01-01 +7621,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),30542.0,2012-01-01 +7622,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Active population,18468.0,2012-01-01 +7623,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),17030.0,2012-01-01 +7624,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Active population,14460.0,2012-01-01 +7625,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),13512.0,2012-01-01 +7626,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Active population,52.6,2012-01-01 +7627,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),48.8,2012-01-01 +7628,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Active population,61.0,2012-01-01 +7629,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.3,2012-01-01 +7630,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Active population,44.7,2012-01-01 +7631,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.8,2012-01-01 +7632,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Active population,20055.0,2012-01-01 +7633,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),15526.0,2012-01-01 +7634,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Active population,10730.0,2012-01-01 +7635,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),8208.0,2012-01-01 +7636,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Active population,9325.0,2012-01-01 +7637,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),7318.0,2012-01-01 +7638,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Active population,45.4,2012-01-01 +7639,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),35.1,2012-01-01 +7640,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Active population,47.8,2012-01-01 +7641,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),36.5,2012-01-01 +7642,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Active population,42.9,2012-01-01 +7643,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.7,2012-01-01 +7644,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Active population,141739.0,2012-01-01 +7645,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),128041.0,2012-01-01 +7646,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Active population,76052.0,2012-01-01 +7647,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),68857.0,2012-01-01 +7648,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Active population,65687.0,2012-01-01 +7649,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),59185.0,2012-01-01 +7650,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.6,2012-01-01 +7651,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.3,2012-01-01 +7652,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2012-01-01 +7653,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.4,2012-01-01 +7654,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.1,2012-01-01 +7655,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.3,2012-01-01 +7656,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Active population,26668.0,2012-01-01 +7657,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),24741.0,2012-01-01 +7658,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Active population,14878.0,2012-01-01 +7659,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),13721.0,2012-01-01 +7660,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Active population,11790.0,2012-01-01 +7661,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),11020.0,2012-01-01 +7662,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Active population,54.8,2012-01-01 +7663,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.8,2012-01-01 +7664,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Active population,62.7,2012-01-01 +7665,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),57.8,2012-01-01 +7666,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Active population,47.3,2012-01-01 +7667,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.2,2012-01-01 +7668,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Active population,15013.0,2012-01-01 +7669,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),11496.0,2012-01-01 +7670,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Active population,8137.0,2012-01-01 +7671,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),6199.0,2012-01-01 +7672,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Active population,6877.0,2012-01-01 +7673,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5297.0,2012-01-01 +7674,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Active population,41.3,2012-01-01 +7675,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.6,2012-01-01 +7676,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Active population,44.0,2012-01-01 +7677,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),33.5,2012-01-01 +7678,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Active population,38.5,2012-01-01 +7679,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.6,2012-01-01 +7680,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Active population,120060.0,2012-01-01 +7681,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),107349.0,2012-01-01 +7682,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Active population,64530.0,2012-01-01 +7683,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),57857.0,2012-01-01 +7684,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Active population,55530.0,2012-01-01 +7685,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49492.0,2012-01-01 +7686,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.6,2012-01-01 +7687,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.5,2012-01-01 +7688,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2012-01-01 +7689,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.7,2012-01-01 +7690,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.0,2012-01-01 +7691,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.4,2012-01-01 +7692,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Active population,21881.0,2012-01-01 +7693,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),20138.0,2012-01-01 +7694,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Active population,12215.0,2012-01-01 +7695,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),11187.0,2012-01-01 +7696,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Active population,9666.0,2012-01-01 +7697,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),8951.0,2012-01-01 +7698,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Active population,52.8,2012-01-01 +7699,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),48.6,2012-01-01 +7700,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Active population,60.7,2012-01-01 +7701,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.6,2012-01-01 +7702,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Active population,45.3,2012-01-01 +7703,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.9,2012-01-01 +7704,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Active population,14893.0,2012-01-01 +7705,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),11407.0,2012-01-01 +7706,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Active population,8068.0,2012-01-01 +7707,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),6151.0,2012-01-01 +7708,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Active population,6824.0,2012-01-01 +7709,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5257.0,2012-01-01 +7710,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Active population,41.4,2012-01-01 +7711,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.7,2012-01-01 +7712,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Active population,44.1,2012-01-01 +7713,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),33.6,2012-01-01 +7714,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Active population,38.6,2012-01-01 +7715,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.7,2012-01-01 +7716,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Active population,118949.0,2012-01-01 +7717,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),106377.0,2012-01-01 +7718,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Active population,63985.0,2012-01-01 +7719,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),57389.0,2012-01-01 +7720,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Active population,54964.0,2012-01-01 +7721,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),48988.0,2012-01-01 +7722,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.6,2012-01-01 +7723,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.5,2012-01-01 +7724,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2012-01-01 +7725,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.7,2012-01-01 +7726,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Active population,78.9,2012-01-01 +7727,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.3,2012-01-01 +7728,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Active population,21671.0,2012-01-01 +7729,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),19954.0,2012-01-01 +7730,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Active population,12114.0,2012-01-01 +7731,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),11100.0,2012-01-01 +7732,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Active population,9557.0,2012-01-01 +7733,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),8853.0,2012-01-01 +7734,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Active population,52.7,2012-01-01 +7735,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),48.5,2012-01-01 +7736,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Active population,60.7,2012-01-01 +7737,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.6,2012-01-01 +7738,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Active population,45.2,2012-01-01 +7739,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.9,2012-01-01 +7740,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Active population,14792.0,2012-01-01 +7741,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),11335.0,2012-01-01 +7742,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Active population,8011.0,2012-01-01 +7743,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),6110.0,2012-01-01 +7744,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Active population,6780.0,2012-01-01 +7745,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5225.0,2012-01-01 +7746,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Active population,41.4,2012-01-01 +7747,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.7,2012-01-01 +7748,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Active population,44.1,2012-01-01 +7749,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),33.6,2012-01-01 +7750,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Active population,38.6,2012-01-01 +7751,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.8,2012-01-01 +7752,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Active population,118201.0,2012-01-01 +7753,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),105731.0,2012-01-01 +7754,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Active population,63612.0,2012-01-01 +7755,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),57071.0,2012-01-01 +7756,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Active population,54589.0,2012-01-01 +7757,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),48660.0,2012-01-01 +7758,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2012-01-01 +7759,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.5,2012-01-01 +7760,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2012-01-01 +7761,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.7,2012-01-01 +7762,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Active population,78.9,2012-01-01 +7763,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.3,2012-01-01 +7764,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Active population,21515.0,2012-01-01 +7765,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),19820.0,2012-01-01 +7766,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Active population,12046.0,2012-01-01 +7767,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),11042.0,2012-01-01 +7768,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Active population,9469.0,2012-01-01 +7769,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),8778.0,2012-01-01 +7770,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Active population,52.6,2012-01-01 +7771,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),48.5,2012-01-01 +7772,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Active population,60.7,2012-01-01 +7773,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.6,2012-01-01 +7774,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Active population,45.1,2012-01-01 +7775,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.8,2012-01-01 +7776,Belgium,From 15 to 24 years,Thousand persons,Total,Active population,417.0,2012-01-01 +7777,Belgium,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),335.0,2012-01-01 +7778,Belgium,From 15 to 24 years,Thousand persons,Males,Active population,235.0,2012-01-01 +7779,Belgium,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),187.0,2012-01-01 +7780,Belgium,From 15 to 24 years,Thousand persons,Females,Active population,183.0,2012-01-01 +7781,Belgium,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),148.0,2012-01-01 +7782,Belgium,From 15 to 24 years,Percentage of total population,Total,Active population,31.5,2012-01-01 +7783,Belgium,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.3,2012-01-01 +7784,Belgium,From 15 to 24 years,Percentage of total population,Males,Active population,35.0,2012-01-01 +7785,Belgium,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),27.8,2012-01-01 +7786,Belgium,From 15 to 24 years,Percentage of total population,Females,Active population,27.9,2012-01-01 +7787,Belgium,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),22.6,2012-01-01 +7788,Belgium,From 25 to 54 years,Thousand persons,Total,Active population,3863.0,2012-01-01 +7789,Belgium,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3603.0,2012-01-01 +7790,Belgium,From 25 to 54 years,Thousand persons,Males,Active population,2077.0,2012-01-01 +7791,Belgium,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1935.0,2012-01-01 +7792,Belgium,From 25 to 54 years,Thousand persons,Females,Active population,1786.0,2012-01-01 +7793,Belgium,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1668.0,2012-01-01 +7794,Belgium,From 25 to 54 years,Percentage of total population,Total,Active population,85.0,2012-01-01 +7795,Belgium,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.3,2012-01-01 +7796,Belgium,From 25 to 54 years,Percentage of total population,Males,Active population,90.7,2012-01-01 +7797,Belgium,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.5,2012-01-01 +7798,Belgium,From 25 to 54 years,Percentage of total population,Females,Active population,79.1,2012-01-01 +7799,Belgium,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.9,2012-01-01 +7800,Belgium,From 55 to 64 years,Thousand persons,Total,Active population,567.0,2012-01-01 +7801,Belgium,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),541.0,2012-01-01 +7802,Belgium,From 55 to 64 years,Thousand persons,Males,Active population,325.0,2012-01-01 +7803,Belgium,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),312.0,2012-01-01 +7804,Belgium,From 55 to 64 years,Thousand persons,Females,Active population,241.0,2012-01-01 +7805,Belgium,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),229.0,2012-01-01 +7806,Belgium,From 55 to 64 years,Percentage of total population,Total,Active population,41.4,2012-01-01 +7807,Belgium,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.5,2012-01-01 +7808,Belgium,From 55 to 64 years,Percentage of total population,Males,Active population,47.9,2012-01-01 +7809,Belgium,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.0,2012-01-01 +7810,Belgium,From 55 to 64 years,Percentage of total population,Females,Active population,34.9,2012-01-01 +7811,Belgium,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.1,2012-01-01 +7812,Bulgaria,From 15 to 24 years,Thousand persons,Total,Active population,248.0,2012-01-01 +7813,Bulgaria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),178.0,2012-01-01 +7814,Bulgaria,From 15 to 24 years,Thousand persons,Males,Active population,148.0,2012-01-01 +7815,Bulgaria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),104.0,2012-01-01 +7816,Bulgaria,From 15 to 24 years,Thousand persons,Females,Active population,100.0,2012-01-01 +7817,Bulgaria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),74.0,2012-01-01 +7818,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Active population,30.4,2012-01-01 +7819,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),21.9,2012-01-01 +7820,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Active population,35.3,2012-01-01 +7821,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.9,2012-01-01 +7822,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Active population,25.3,2012-01-01 +7823,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.7,2012-01-01 +7824,Bulgaria,From 25 to 54 years,Thousand persons,Total,Active population,2521.0,2012-01-01 +7825,Bulgaria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2237.0,2012-01-01 +7826,Bulgaria,From 25 to 54 years,Thousand persons,Males,Active population,1328.0,2012-01-01 +7827,Bulgaria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1163.0,2012-01-01 +7828,Bulgaria,From 25 to 54 years,Thousand persons,Females,Active population,1193.0,2012-01-01 +7829,Bulgaria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1074.0,2012-01-01 +7830,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Active population,82.3,2012-01-01 +7831,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),73.1,2012-01-01 +7832,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Active population,84.8,2012-01-01 +7833,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),74.3,2012-01-01 +7834,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Active population,79.8,2012-01-01 +7835,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.8,2012-01-01 +7836,Bulgaria,From 55 to 64 years,Thousand persons,Total,Active population,535.0,2012-01-01 +7837,Bulgaria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),479.0,2012-01-01 +7838,Bulgaria,From 55 to 64 years,Thousand persons,Males,Active population,282.0,2012-01-01 +7839,Bulgaria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),250.0,2012-01-01 +7840,Bulgaria,From 55 to 64 years,Thousand persons,Females,Active population,252.0,2012-01-01 +7841,Bulgaria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),229.0,2012-01-01 +7842,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Active population,51.1,2012-01-01 +7843,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.7,2012-01-01 +7844,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Active population,57.3,2012-01-01 +7845,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.8,2012-01-01 +7846,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Active population,45.5,2012-01-01 +7847,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.3,2012-01-01 +7848,Czech Republic,From 15 to 24 years,Thousand persons,Total,Active population,374.0,2012-01-01 +7849,Czech Republic,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),301.0,2012-01-01 +7850,Czech Republic,From 15 to 24 years,Thousand persons,Males,Active population,222.0,2012-01-01 +7851,Czech Republic,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),178.0,2012-01-01 +7852,Czech Republic,From 15 to 24 years,Thousand persons,Females,Active population,151.0,2012-01-01 +7853,Czech Republic,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),122.0,2012-01-01 +7854,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Active population,31.3,2012-01-01 +7855,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.2,2012-01-01 +7856,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Active population,36.4,2012-01-01 +7857,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.2,2012-01-01 +7858,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Active population,25.9,2012-01-01 +7859,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.0,2012-01-01 +7860,Czech Republic,From 25 to 54 years,Thousand persons,Total,Active population,4027.0,2012-01-01 +7861,Czech Republic,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3780.0,2012-01-01 +7862,Czech Republic,From 25 to 54 years,Thousand persons,Males,Active population,2229.0,2012-01-01 +7863,Czech Republic,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2122.0,2012-01-01 +7864,Czech Republic,From 25 to 54 years,Thousand persons,Females,Active population,1798.0,2012-01-01 +7865,Czech Republic,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1658.0,2012-01-01 +7866,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Active population,88.4,2012-01-01 +7867,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.9,2012-01-01 +7868,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Active population,95.5,2012-01-01 +7869,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.9,2012-01-01 +7870,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Active population,80.9,2012-01-01 +7871,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.6,2012-01-01 +7872,Czech Republic,From 55 to 64 years,Thousand persons,Total,Active population,774.0,2012-01-01 +7873,Czech Republic,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),729.0,2012-01-01 +7874,Czech Republic,From 55 to 64 years,Thousand persons,Males,Active population,457.0,2012-01-01 +7875,Czech Republic,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),431.0,2012-01-01 +7876,Czech Republic,From 55 to 64 years,Thousand persons,Females,Active population,317.0,2012-01-01 +7877,Czech Republic,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),298.0,2012-01-01 +7878,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Active population,52.4,2012-01-01 +7879,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),49.3,2012-01-01 +7880,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Active population,64.0,2012-01-01 +7881,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),60.3,2012-01-01 +7882,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Active population,41.5,2012-01-01 +7883,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),39.0,2012-01-01 +7884,Denmark,From 15 to 24 years,Thousand persons,Total,Active population,448.0,2012-01-01 +7885,Denmark,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),385.0,2012-01-01 +7886,Denmark,From 15 to 24 years,Thousand persons,Males,Active population,229.0,2012-01-01 +7887,Denmark,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),195.0,2012-01-01 +7888,Denmark,From 15 to 24 years,Thousand persons,Females,Active population,219.0,2012-01-01 +7889,Denmark,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),190.0,2012-01-01 +7890,Denmark,From 15 to 24 years,Percentage of total population,Total,Active population,64.1,2012-01-01 +7891,Denmark,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.0,2012-01-01 +7892,Denmark,From 15 to 24 years,Percentage of total population,Males,Active population,64.1,2012-01-01 +7893,Denmark,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.6,2012-01-01 +7894,Denmark,From 15 to 24 years,Percentage of total population,Females,Active population,64.0,2012-01-01 +7895,Denmark,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),55.4,2012-01-01 +7896,Denmark,From 25 to 54 years,Thousand persons,Total,Active population,1941.0,2012-01-01 +7897,Denmark,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1811.0,2012-01-01 +7898,Denmark,From 25 to 54 years,Thousand persons,Males,Active population,1009.0,2012-01-01 +7899,Denmark,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),942.0,2012-01-01 +7900,Denmark,From 25 to 54 years,Thousand persons,Females,Active population,932.0,2012-01-01 +7901,Denmark,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),868.0,2012-01-01 +7902,Denmark,From 25 to 54 years,Percentage of total population,Total,Active population,87.8,2012-01-01 +7903,Denmark,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.9,2012-01-01 +7904,Denmark,From 25 to 54 years,Percentage of total population,Males,Active population,90.6,2012-01-01 +7905,Denmark,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.6,2012-01-01 +7906,Denmark,From 25 to 54 years,Percentage of total population,Females,Active population,84.9,2012-01-01 +7907,Denmark,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.1,2012-01-01 +7908,Denmark,From 55 to 64 years,Thousand persons,Total,Active population,450.0,2012-01-01 +7909,Denmark,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),425.0,2012-01-01 +7910,Denmark,From 55 to 64 years,Thousand persons,Males,Active population,244.0,2012-01-01 +7911,Denmark,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),230.0,2012-01-01 +7912,Denmark,From 55 to 64 years,Thousand persons,Females,Active population,206.0,2012-01-01 +7913,Denmark,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),196.0,2012-01-01 +7914,Denmark,From 55 to 64 years,Percentage of total population,Total,Active population,64.4,2012-01-01 +7915,Denmark,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),60.8,2012-01-01 +7916,Denmark,From 55 to 64 years,Percentage of total population,Males,Active population,69.9,2012-01-01 +7917,Denmark,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),65.9,2012-01-01 +7918,Denmark,From 55 to 64 years,Percentage of total population,Females,Active population,58.9,2012-01-01 +7919,Denmark,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),55.8,2012-01-01 +7920,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Active population,4382.0,2012-01-01 +7921,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),4029.0,2012-01-01 +7922,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Active population,2362.0,2012-01-01 +7923,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2156.0,2012-01-01 +7924,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Active population,2020.0,2012-01-01 +7925,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1873.0,2012-01-01 +7926,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Active population,50.7,2012-01-01 +7927,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.6,2012-01-01 +7928,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Active population,53.2,2012-01-01 +7929,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.6,2012-01-01 +7930,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Active population,48.0,2012-01-01 +7931,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.5,2012-01-01 +7932,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Active population,29385.0,2012-01-01 +7933,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),27917.0,2012-01-01 +7934,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Active population,15694.0,2012-01-01 +7935,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),14894.0,2012-01-01 +7936,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Active population,13691.0,2012-01-01 +7937,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),13023.0,2012-01-01 +7938,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Active population,87.7,2012-01-01 +7939,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.3,2012-01-01 +7940,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Active population,93.1,2012-01-01 +7941,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.4,2012-01-01 +7942,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Active population,82.3,2012-01-01 +7943,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.2,2012-01-01 +7944,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Active population,6771.0,2012-01-01 +7945,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),6374.0,2012-01-01 +7946,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Active population,3689.0,2012-01-01 +7947,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),3462.0,2012-01-01 +7948,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Active population,3082.0,2012-01-01 +7949,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),2912.0,2012-01-01 +7950,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Active population,65.4,2012-01-01 +7951,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.6,2012-01-01 +7952,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Active population,73.1,2012-01-01 +7953,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),68.6,2012-01-01 +7954,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Active population,58.2,2012-01-01 +7955,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),54.9,2012-01-01 +7956,Estonia,From 15 to 24 years,Thousand persons,Total,Active population,66.0,2012-01-01 +7957,Estonia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),52.0,2012-01-01 +7958,Estonia,From 15 to 24 years,Thousand persons,Males,Active population,36.0,2012-01-01 +7959,Estonia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),28.0,2012-01-01 +7960,Estonia,From 15 to 24 years,Thousand persons,Females,Active population,30.0,2012-01-01 +7961,Estonia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),24.0,2012-01-01 +7962,Estonia,From 15 to 24 years,Percentage of total population,Total,Active population,40.8,2012-01-01 +7963,Estonia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.3,2012-01-01 +7964,Estonia,From 15 to 24 years,Percentage of total population,Males,Active population,44.3,2012-01-01 +7965,Estonia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),34.2,2012-01-01 +7966,Estonia,From 15 to 24 years,Percentage of total population,Females,Active population,37.2,2012-01-01 +7967,Estonia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.3,2012-01-01 +7968,Estonia,From 25 to 54 years,Thousand persons,Total,Active population,482.0,2012-01-01 +7969,Estonia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),437.0,2012-01-01 +7970,Estonia,From 25 to 54 years,Thousand persons,Males,Active population,253.0,2012-01-01 +7971,Estonia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),228.0,2012-01-01 +7972,Estonia,From 25 to 54 years,Thousand persons,Females,Active population,230.0,2012-01-01 +7973,Estonia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),209.0,2012-01-01 +7974,Estonia,From 25 to 54 years,Percentage of total population,Total,Active population,87.8,2012-01-01 +7975,Estonia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.5,2012-01-01 +7976,Estonia,From 25 to 54 years,Percentage of total population,Males,Active population,92.1,2012-01-01 +7977,Estonia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.1,2012-01-01 +7978,Estonia,From 25 to 54 years,Percentage of total population,Females,Active population,83.5,2012-01-01 +7979,Estonia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.8,2012-01-01 +7980,Estonia,From 55 to 64 years,Thousand persons,Total,Active population,110.0,2012-01-01 +7981,Estonia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),102.0,2012-01-01 +7982,Estonia,From 55 to 64 years,Thousand persons,Males,Active population,48.0,2012-01-01 +7983,Estonia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),44.0,2012-01-01 +7984,Estonia,From 55 to 64 years,Thousand persons,Females,Active population,62.0,2012-01-01 +7985,Estonia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),58.0,2012-01-01 +7986,Estonia,From 55 to 64 years,Percentage of total population,Total,Active population,65.1,2012-01-01 +7987,Estonia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),60.5,2012-01-01 +7988,Estonia,From 55 to 64 years,Percentage of total population,Males,Active population,65.3,2012-01-01 +7989,Estonia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.2,2012-01-01 +7990,Estonia,From 55 to 64 years,Percentage of total population,Females,Active population,65.0,2012-01-01 +7991,Estonia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),61.5,2012-01-01 +7992,Ireland,From 15 to 24 years,Thousand persons,Total,Active population,224.0,2012-01-01 +7993,Ireland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),156.0,2012-01-01 +7994,Ireland,From 15 to 24 years,Thousand persons,Males,Active population,116.0,2012-01-01 +7995,Ireland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),74.0,2012-01-01 +7996,Ireland,From 15 to 24 years,Thousand persons,Females,Active population,109.0,2012-01-01 +7997,Ireland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),83.0,2012-01-01 +7998,Ireland,From 15 to 24 years,Percentage of total population,Total,Active population,40.5,2012-01-01 +7999,Ireland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.2,2012-01-01 +8000,Ireland,From 15 to 24 years,Percentage of total population,Males,Active population,41.3,2012-01-01 +8001,Ireland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),26.3,2012-01-01 +8002,Ireland,From 15 to 24 years,Percentage of total population,Females,Active population,39.7,2012-01-01 +8003,Ireland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.2,2012-01-01 +8004,Ireland,From 25 to 54 years,Thousand persons,Total,Active population,1623.0,2012-01-01 +8005,Ireland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1403.0,2012-01-01 +8006,Ireland,From 25 to 54 years,Thousand persons,Males,Active population,889.0,2012-01-01 +8007,Ireland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),742.0,2012-01-01 +8008,Ireland,From 25 to 54 years,Thousand persons,Females,Active population,734.0,2012-01-01 +8009,Ireland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),661.0,2012-01-01 +8010,Ireland,From 25 to 54 years,Percentage of total population,Total,Active population,80.4,2012-01-01 +8011,Ireland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),69.5,2012-01-01 +8012,Ireland,From 25 to 54 years,Percentage of total population,Males,Active population,89.3,2012-01-01 +8013,Ireland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),74.5,2012-01-01 +8014,Ireland,From 25 to 54 years,Percentage of total population,Females,Active population,71.7,2012-01-01 +8015,Ireland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),64.6,2012-01-01 +8016,Ireland,From 55 to 64 years,Thousand persons,Total,Active population,258.0,2012-01-01 +8017,Ireland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),231.0,2012-01-01 +8018,Ireland,From 55 to 64 years,Thousand persons,Males,Active population,151.0,2012-01-01 +8019,Ireland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),131.0,2012-01-01 +8020,Ireland,From 55 to 64 years,Thousand persons,Females,Active population,107.0,2012-01-01 +8021,Ireland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),100.0,2012-01-01 +8022,Ireland,From 55 to 64 years,Percentage of total population,Total,Active population,55.1,2012-01-01 +8023,Ireland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),49.3,2012-01-01 +8024,Ireland,From 55 to 64 years,Percentage of total population,Males,Active population,64.6,2012-01-01 +8025,Ireland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.8,2012-01-01 +8026,Ireland,From 55 to 64 years,Percentage of total population,Females,Active population,45.6,2012-01-01 +8027,Ireland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.7,2012-01-01 +8028,Greece,From 15 to 24 years,Thousand persons,Total,Active population,329.0,2012-01-01 +8029,Greece,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),147.0,2012-01-01 +8030,Greece,From 15 to 24 years,Thousand persons,Males,Active population,175.0,2012-01-01 +8031,Greece,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),90.0,2012-01-01 +8032,Greece,From 15 to 24 years,Thousand persons,Females,Active population,154.0,2012-01-01 +8033,Greece,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),57.0,2012-01-01 +8034,Greece,From 15 to 24 years,Percentage of total population,Total,Active population,29.1,2012-01-01 +8035,Greece,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),13.0,2012-01-01 +8036,Greece,From 15 to 24 years,Percentage of total population,Males,Active population,31.2,2012-01-01 +8037,Greece,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),16.1,2012-01-01 +8038,Greece,From 15 to 24 years,Percentage of total population,Females,Active population,27.0,2012-01-01 +8039,Greece,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),10.0,2012-01-01 +8040,Greece,From 25 to 54 years,Thousand persons,Total,Active population,3945.0,2012-01-01 +8041,Greece,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3009.0,2012-01-01 +8042,Greece,From 25 to 54 years,Thousand persons,Males,Active population,2196.0,2012-01-01 +8043,Greece,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1735.0,2012-01-01 +8044,Greece,From 25 to 54 years,Thousand persons,Females,Active population,1749.0,2012-01-01 +8045,Greece,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1275.0,2012-01-01 +8046,Greece,From 25 to 54 years,Percentage of total population,Total,Active population,83.7,2012-01-01 +8047,Greece,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),63.9,2012-01-01 +8048,Greece,From 25 to 54 years,Percentage of total population,Males,Active population,93.6,2012-01-01 +8049,Greece,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),73.9,2012-01-01 +8050,Greece,From 25 to 54 years,Percentage of total population,Females,Active population,74.0,2012-01-01 +8051,Greece,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),53.9,2012-01-01 +8052,Greece,From 55 to 64 years,Thousand persons,Total,Active population,554.0,2012-01-01 +8053,Greece,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),480.0,2012-01-01 +8054,Greece,From 55 to 64 years,Thousand persons,Males,Active population,349.0,2012-01-01 +8055,Greece,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),301.0,2012-01-01 +8056,Greece,From 55 to 64 years,Thousand persons,Females,Active population,206.0,2012-01-01 +8057,Greece,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),179.0,2012-01-01 +8058,Greece,From 55 to 64 years,Percentage of total population,Total,Active population,42.1,2012-01-01 +8059,Greece,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),36.5,2012-01-01 +8060,Greece,From 55 to 64 years,Percentage of total population,Males,Active population,55.2,2012-01-01 +8061,Greece,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.7,2012-01-01 +8062,Greece,From 55 to 64 years,Percentage of total population,Females,Active population,30.0,2012-01-01 +8063,Greece,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.1,2012-01-01 +8064,Spain,From 15 to 24 years,Thousand persons,Total,Active population,1809.0,2012-01-01 +8065,Spain,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),853.0,2012-01-01 +8066,Spain,From 15 to 24 years,Thousand persons,Males,Active population,955.0,2012-01-01 +8067,Spain,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),438.0,2012-01-01 +8068,Spain,From 15 to 24 years,Thousand persons,Females,Active population,854.0,2012-01-01 +8069,Spain,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),414.0,2012-01-01 +8070,Spain,From 15 to 24 years,Percentage of total population,Total,Active population,39.0,2012-01-01 +8071,Spain,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),18.4,2012-01-01 +8072,Spain,From 15 to 24 years,Percentage of total population,Males,Active population,40.3,2012-01-01 +8073,Spain,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),18.5,2012-01-01 +8074,Spain,From 15 to 24 years,Percentage of total population,Females,Active population,37.6,2012-01-01 +8075,Spain,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.3,2012-01-01 +8076,Spain,From 25 to 54 years,Thousand persons,Total,Active population,18680.0,2012-01-01 +8077,Spain,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),14335.0,2012-01-01 +8078,Spain,From 25 to 54 years,Thousand persons,Males,Active population,10071.0,2012-01-01 +8079,Spain,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),7754.0,2012-01-01 +8080,Spain,From 25 to 54 years,Thousand persons,Females,Active population,8609.0,2012-01-01 +8081,Spain,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),6581.0,2012-01-01 +8082,Spain,From 25 to 54 years,Percentage of total population,Total,Active population,86.9,2012-01-01 +8083,Spain,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),66.7,2012-01-01 +8084,Spain,From 25 to 54 years,Percentage of total population,Males,Active population,92.6,2012-01-01 +8085,Spain,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),71.3,2012-01-01 +8086,Spain,From 25 to 54 years,Percentage of total population,Females,Active population,81.1,2012-01-01 +8087,Spain,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),62.0,2012-01-01 +8088,Spain,From 55 to 64 years,Thousand persons,Total,Active population,2792.0,2012-01-01 +8089,Spain,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2289.0,2012-01-01 +8090,Spain,From 55 to 64 years,Thousand persons,Males,Active population,1621.0,2012-01-01 +8091,Spain,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1328.0,2012-01-01 +8092,Spain,From 55 to 64 years,Thousand persons,Females,Active population,1171.0,2012-01-01 +8093,Spain,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),961.0,2012-01-01 +8094,Spain,From 55 to 64 years,Percentage of total population,Total,Active population,53.5,2012-01-01 +8095,Spain,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),43.9,2012-01-01 +8096,Spain,From 55 to 64 years,Percentage of total population,Males,Active population,63.6,2012-01-01 +8097,Spain,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.1,2012-01-01 +8098,Spain,From 55 to 64 years,Percentage of total population,Females,Active population,43.9,2012-01-01 +8099,Spain,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),36.0,2012-01-01 +8100,,,,,,, +8101,,,,,,, +8102,,,,,,, +8103,,,,,,, +8104,,,,,,, +8105,,,,,,, +8106,,,,,,, +8107,,,,,,, +8108,,,,,,, +8109,,,,,,, +8110,,,,,,, +8111,,,,,,, +8112,,,,,,, +8113,,,,,,, +8114,,,,,,, +8115,,,,,,, +8116,,,,,,, +8117,,,,,,, +8118,,,,,,, +8119,,,,,,, +8120,,,,,,, +8121,,,,,,, +8122,,,,,,, +8123,,,,,,, +8124,,,,,,, +8125,,,,,,, +8126,,,,,,, +8127,,,,,,, +8128,,,,,,, +8129,,,,,,, +8130,,,,,,, +8131,,,,,,, +8132,,,,,,, +8133,,,,,,, +8134,,,,,,, +8135,,,,,,, +8136,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Active population,2737.0,2012-01-01 +8137,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),2090.0,2012-01-01 +8138,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Active population,1501.0,2012-01-01 +8139,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1140.0,2012-01-01 +8140,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Active population,1236.0,2012-01-01 +8141,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),950.0,2012-01-01 +8142,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Active population,37.4,2012-01-01 +8143,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.6,2012-01-01 +8144,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Active population,40.8,2012-01-01 +8145,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),31.0,2012-01-01 +8146,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Active population,34.0,2012-01-01 +8147,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.1,2012-01-01 +8148,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Active population,21708.0,2012-01-01 +8149,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),19917.0,2012-01-01 +8150,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Active population,11316.0,2012-01-01 +8151,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10397.0,2012-01-01 +8152,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Active population,10393.0,2012-01-01 +8153,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9519.0,2012-01-01 +8154,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Active population,88.2,2012-01-01 +8155,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.9,2012-01-01 +8156,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Active population,93.6,2012-01-01 +8157,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.0,2012-01-01 +8158,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Active population,83.0,2012-01-01 +8159,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.0,2012-01-01 +8160,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Active population,3797.0,2012-01-01 +8161,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),3562.0,2012-01-01 +8162,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Active population,1959.0,2012-01-01 +8163,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1832.0,2012-01-01 +8164,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Active population,1838.0,2012-01-01 +8165,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1729.0,2012-01-01 +8166,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Active population,47.4,2012-01-01 +8167,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.5,2012-01-01 +8168,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Active population,50.8,2012-01-01 +8169,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.5,2012-01-01 +8170,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Active population,44.2,2012-01-01 +8171,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.6,2012-01-01 +8172,Croatia,From 15 to 24 years,Thousand persons,Total,Active population,151.0,2012-01-01 +8173,Croatia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),87.0,2012-01-01 +8174,Croatia,From 15 to 24 years,Thousand persons,Males,Active population,89.0,2012-01-01 +8175,Croatia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),51.0,2012-01-01 +8176,Croatia,From 15 to 24 years,Thousand persons,Females,Active population,62.0,2012-01-01 +8177,Croatia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),36.0,2012-01-01 +8178,Croatia,From 15 to 24 years,Percentage of total population,Total,Active population,30.1,2012-01-01 +8179,Croatia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),17.4,2012-01-01 +8180,Croatia,From 15 to 24 years,Percentage of total population,Males,Active population,34.6,2012-01-01 +8181,Croatia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),20.0,2012-01-01 +8182,Croatia,From 15 to 24 years,Percentage of total population,Females,Active population,25.3,2012-01-01 +8183,Croatia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),14.7,2012-01-01 +8184,Croatia,From 25 to 54 years,Thousand persons,Total,Active population,1425.0,2012-01-01 +8185,Croatia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1218.0,2012-01-01 +8186,Croatia,From 25 to 54 years,Thousand persons,Males,Active population,754.0,2012-01-01 +8187,Croatia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),646.0,2012-01-01 +8188,Croatia,From 25 to 54 years,Thousand persons,Females,Active population,672.0,2012-01-01 +8189,Croatia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),572.0,2012-01-01 +8190,Croatia,From 25 to 54 years,Percentage of total population,Total,Active population,80.9,2012-01-01 +8191,Croatia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),69.2,2012-01-01 +8192,Croatia,From 25 to 54 years,Percentage of total population,Males,Active population,85.2,2012-01-01 +8193,Croatia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),73.0,2012-01-01 +8194,Croatia,From 25 to 54 years,Percentage of total population,Females,Active population,76.6,2012-01-01 +8195,Croatia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),65.2,2012-01-01 +8196,Croatia,From 55 to 64 years,Thousand persons,Total,Active population,248.0,2012-01-01 +8197,Croatia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),223.0,2012-01-01 +8198,Croatia,From 55 to 64 years,Thousand persons,Males,Active population,154.0,2012-01-01 +8199,Croatia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),138.0,2012-01-01 +8200,Croatia,From 55 to 64 years,Thousand persons,Females,Active population,94.0,2012-01-01 +8201,Croatia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),85.0,2012-01-01 +8202,Croatia,From 55 to 64 years,Percentage of total population,Total,Active population,41.8,2012-01-01 +8203,Croatia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.5,2012-01-01 +8204,Croatia,From 55 to 64 years,Percentage of total population,Males,Active population,53.9,2012-01-01 +8205,Croatia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.0,2012-01-01 +8206,Croatia,From 55 to 64 years,Percentage of total population,Females,Active population,30.6,2012-01-01 +8207,Croatia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.7,2012-01-01 +8208,Italy,From 15 to 24 years,Thousand persons,Total,Active population,1711.0,2012-01-01 +8209,Italy,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1107.0,2012-01-01 +8210,Italy,From 15 to 24 years,Thousand persons,Males,Active population,1011.0,2012-01-01 +8211,Italy,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),670.0,2012-01-01 +8212,Italy,From 15 to 24 years,Thousand persons,Females,Active population,700.0,2012-01-01 +8213,Italy,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),437.0,2012-01-01 +8214,Italy,From 15 to 24 years,Percentage of total population,Total,Active population,28.6,2012-01-01 +8215,Italy,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),18.5,2012-01-01 +8216,Italy,From 15 to 24 years,Percentage of total population,Males,Active population,32.9,2012-01-01 +8217,Italy,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),21.8,2012-01-01 +8218,Italy,From 15 to 24 years,Percentage of total population,Females,Active population,24.0,2012-01-01 +8219,Italy,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),15.0,2012-01-01 +8220,Italy,From 25 to 54 years,Thousand persons,Total,Active population,19925.0,2012-01-01 +8221,Italy,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),18014.0,2012-01-01 +8222,Italy,From 25 to 54 years,Thousand persons,Males,Active population,11342.0,2012-01-01 +8223,Italy,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10369.0,2012-01-01 +8224,Italy,From 25 to 54 years,Thousand persons,Females,Active population,8583.0,2012-01-01 +8225,Italy,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),7644.0,2012-01-01 +8226,Italy,From 25 to 54 years,Percentage of total population,Total,Active population,77.8,2012-01-01 +8227,Italy,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),70.4,2012-01-01 +8228,Italy,From 25 to 54 years,Percentage of total population,Males,Active population,89.4,2012-01-01 +8229,Italy,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.7,2012-01-01 +8230,Italy,From 25 to 54 years,Percentage of total population,Females,Active population,66.5,2012-01-01 +8231,Italy,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),59.2,2012-01-01 +8232,Italy,From 55 to 64 years,Thousand persons,Total,Active population,3196.0,2012-01-01 +8233,Italy,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),3028.0,2012-01-01 +8234,Italy,From 55 to 64 years,Thousand persons,Males,Active population,1950.0,2012-01-01 +8235,Italy,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1834.0,2012-01-01 +8236,Italy,From 55 to 64 years,Thousand persons,Females,Active population,1247.0,2012-01-01 +8237,Italy,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1195.0,2012-01-01 +8238,Italy,From 55 to 64 years,Percentage of total population,Total,Active population,42.5,2012-01-01 +8239,Italy,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),40.3,2012-01-01 +8240,Italy,From 55 to 64 years,Percentage of total population,Males,Active population,53.6,2012-01-01 +8241,Italy,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.4,2012-01-01 +8242,Italy,From 55 to 64 years,Percentage of total population,Females,Active population,32.2,2012-01-01 +8243,Italy,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.8,2012-01-01 +8244,Cyprus,From 15 to 24 years,Thousand persons,Total,Active population,41.0,2012-01-01 +8245,Cyprus,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),30.0,2012-01-01 +8246,Cyprus,From 15 to 24 years,Thousand persons,Males,Active population,21.0,2012-01-01 +8247,Cyprus,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),15.0,2012-01-01 +8248,Cyprus,From 15 to 24 years,Thousand persons,Females,Active population,20.0,2012-01-01 +8249,Cyprus,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),15.0,2012-01-01 +8250,Cyprus,From 15 to 24 years,Percentage of total population,Total,Active population,38.9,2012-01-01 +8251,Cyprus,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.1,2012-01-01 +8252,Cyprus,From 15 to 24 years,Percentage of total population,Males,Active population,42.8,2012-01-01 +8253,Cyprus,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),30.5,2012-01-01 +8254,Cyprus,From 15 to 24 years,Percentage of total population,Females,Active population,35.5,2012-01-01 +8255,Cyprus,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.1,2012-01-01 +8256,Cyprus,From 25 to 54 years,Thousand persons,Total,Active population,331.0,2012-01-01 +8257,Cyprus,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),297.0,2012-01-01 +8258,Cyprus,From 25 to 54 years,Thousand persons,Males,Active population,168.0,2012-01-01 +8259,Cyprus,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),149.0,2012-01-01 +8260,Cyprus,From 25 to 54 years,Thousand persons,Females,Active population,164.0,2012-01-01 +8261,Cyprus,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),148.0,2012-01-01 +8262,Cyprus,From 25 to 54 years,Percentage of total population,Total,Active population,87.6,2012-01-01 +8263,Cyprus,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.4,2012-01-01 +8264,Cyprus,From 25 to 54 years,Percentage of total population,Males,Active population,93.8,2012-01-01 +8265,Cyprus,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.3,2012-01-01 +8266,Cyprus,From 25 to 54 years,Percentage of total population,Females,Active population,82.0,2012-01-01 +8267,Cyprus,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.0,2012-01-01 +8268,Cyprus,From 55 to 64 years,Thousand persons,Total,Active population,54.0,2012-01-01 +8269,Cyprus,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),48.0,2012-01-01 +8270,Cyprus,From 55 to 64 years,Thousand persons,Males,Active population,34.0,2012-01-01 +8271,Cyprus,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),30.0,2012-01-01 +8272,Cyprus,From 55 to 64 years,Thousand persons,Females,Active population,20.0,2012-01-01 +8273,Cyprus,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),18.0,2012-01-01 +8274,Cyprus,From 55 to 64 years,Percentage of total population,Total,Active population,56.1,2012-01-01 +8275,Cyprus,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.7,2012-01-01 +8276,Cyprus,From 55 to 64 years,Percentage of total population,Males,Active population,71.2,2012-01-01 +8277,Cyprus,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),63.5,2012-01-01 +8278,Cyprus,From 55 to 64 years,Percentage of total population,Females,Active population,41.3,2012-01-01 +8279,Cyprus,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),38.2,2012-01-01 +8280,Latvia,From 15 to 24 years,Thousand persons,Total,Active population,101.0,2012-01-01 +8281,Latvia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),72.0,2012-01-01 +8282,Latvia,From 15 to 24 years,Thousand persons,Males,Active population,57.0,2012-01-01 +8283,Latvia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),41.0,2012-01-01 +8284,Latvia,From 15 to 24 years,Thousand persons,Females,Active population,44.0,2012-01-01 +8285,Latvia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),31.0,2012-01-01 +8286,Latvia,From 15 to 24 years,Percentage of total population,Total,Active population,40.1,2012-01-01 +8287,Latvia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.7,2012-01-01 +8288,Latvia,From 15 to 24 years,Percentage of total population,Males,Active population,44.0,2012-01-01 +8289,Latvia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),31.8,2012-01-01 +8290,Latvia,From 15 to 24 years,Percentage of total population,Females,Active population,36.1,2012-01-01 +8291,Latvia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.4,2012-01-01 +8292,Latvia,From 25 to 54 years,Thousand persons,Total,Active population,748.0,2012-01-01 +8293,Latvia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),646.0,2012-01-01 +8294,Latvia,From 25 to 54 years,Thousand persons,Males,Active population,374.0,2012-01-01 +8295,Latvia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),318.0,2012-01-01 +8296,Latvia,From 25 to 54 years,Thousand persons,Females,Active population,374.0,2012-01-01 +8297,Latvia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),328.0,2012-01-01 +8298,Latvia,From 25 to 54 years,Percentage of total population,Total,Active population,88.4,2012-01-01 +8299,Latvia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.3,2012-01-01 +8300,Latvia,From 25 to 54 years,Percentage of total population,Males,Active population,91.2,2012-01-01 +8301,Latvia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),77.7,2012-01-01 +8302,Latvia,From 25 to 54 years,Percentage of total population,Females,Active population,85.7,2012-01-01 +8303,Latvia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.0,2012-01-01 +8304,Latvia,From 55 to 64 years,Thousand persons,Total,Active population,157.0,2012-01-01 +8305,Latvia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),134.0,2012-01-01 +8306,Latvia,From 55 to 64 years,Thousand persons,Males,Active population,69.0,2012-01-01 +8307,Latvia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),58.0,2012-01-01 +8308,Latvia,From 55 to 64 years,Thousand persons,Females,Active population,88.0,2012-01-01 +8309,Latvia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),76.0,2012-01-01 +8310,Latvia,From 55 to 64 years,Percentage of total population,Total,Active population,61.8,2012-01-01 +8311,Latvia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),52.8,2012-01-01 +8312,Latvia,From 55 to 64 years,Percentage of total population,Males,Active population,63.2,2012-01-01 +8313,Latvia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.2,2012-01-01 +8314,Latvia,From 55 to 64 years,Percentage of total population,Females,Active population,60.8,2012-01-01 +8315,Latvia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),52.5,2012-01-01 +8316,Lithuania,From 15 to 24 years,Thousand persons,Total,Active population,121.0,2012-01-01 +8317,Lithuania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),88.0,2012-01-01 +8318,Lithuania,From 15 to 24 years,Thousand persons,Males,Active population,68.0,2012-01-01 +8319,Lithuania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),48.0,2012-01-01 +8320,Lithuania,From 15 to 24 years,Thousand persons,Females,Active population,52.0,2012-01-01 +8321,Lithuania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),40.0,2012-01-01 +8322,Lithuania,From 15 to 24 years,Percentage of total population,Total,Active population,29.3,2012-01-01 +8323,Lithuania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),21.5,2012-01-01 +8324,Lithuania,From 15 to 24 years,Percentage of total population,Males,Active population,32.4,2012-01-01 +8325,Lithuania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),22.8,2012-01-01 +8326,Lithuania,From 15 to 24 years,Percentage of total population,Females,Active population,26.1,2012-01-01 +8327,Lithuania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.1,2012-01-01 +8328,Lithuania,From 25 to 54 years,Thousand persons,Total,Active population,1111.0,2012-01-01 +8329,Lithuania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),972.0,2012-01-01 +8330,Lithuania,From 25 to 54 years,Thousand persons,Males,Active population,545.0,2012-01-01 +8331,Lithuania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),468.0,2012-01-01 +8332,Lithuania,From 25 to 54 years,Thousand persons,Females,Active population,567.0,2012-01-01 +8333,Lithuania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),504.0,2012-01-01 +8334,Lithuania,From 25 to 54 years,Percentage of total population,Total,Active population,89.7,2012-01-01 +8335,Lithuania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.5,2012-01-01 +8336,Lithuania,From 25 to 54 years,Percentage of total population,Males,Active population,90.5,2012-01-01 +8337,Lithuania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),77.7,2012-01-01 +8338,Lithuania,From 25 to 54 years,Percentage of total population,Females,Active population,89.0,2012-01-01 +8339,Lithuania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.1,2012-01-01 +8340,Lithuania,From 55 to 64 years,Thousand persons,Total,Active population,209.0,2012-01-01 +8341,Lithuania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),184.0,2012-01-01 +8342,Lithuania,From 55 to 64 years,Thousand persons,Males,Active population,100.0,2012-01-01 +8343,Lithuania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),87.0,2012-01-01 +8344,Lithuania,From 55 to 64 years,Thousand persons,Females,Active population,109.0,2012-01-01 +8345,Lithuania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),98.0,2012-01-01 +8346,Lithuania,From 55 to 64 years,Percentage of total population,Total,Active population,58.7,2012-01-01 +8347,Lithuania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.7,2012-01-01 +8348,Lithuania,From 55 to 64 years,Percentage of total population,Males,Active population,64.6,2012-01-01 +8349,Lithuania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.9,2012-01-01 +8350,Lithuania,From 55 to 64 years,Percentage of total population,Females,Active population,54.2,2012-01-01 +8351,Lithuania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),48.5,2012-01-01 +8352,Luxembourg,From 15 to 24 years,Thousand persons,Total,Active population,16.0,2012-01-01 +8353,Luxembourg,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),13.0,2012-01-01 +8354,Luxembourg,From 15 to 24 years,Thousand persons,Males,Active population,9.0,2012-01-01 +8355,Luxembourg,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),7.0,2012-01-01 +8356,Luxembourg,From 15 to 24 years,Thousand persons,Females,Active population,7.0,2012-01-01 +8357,Luxembourg,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),6.0,2012-01-01 +8358,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Active population,26.8,2012-01-01 +8359,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),21.7,2012-01-01 +8360,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Active population,28.8,2012-01-01 +8361,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),23.4,2012-01-01 +8362,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Active population,24.7,2012-01-01 +8363,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.1,2012-01-01 +8364,Luxembourg,From 25 to 54 years,Thousand persons,Total,Active population,206.0,2012-01-01 +8365,Luxembourg,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),197.0,2012-01-01 +8366,Luxembourg,From 25 to 54 years,Thousand persons,Males,Active population,114.0,2012-01-01 +8367,Luxembourg,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),109.0,2012-01-01 +8368,Luxembourg,From 25 to 54 years,Thousand persons,Females,Active population,93.0,2012-01-01 +8369,Luxembourg,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),88.0,2012-01-01 +8370,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Active population,87.0,2012-01-01 +8371,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.1,2012-01-01 +8372,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Active population,94.6,2012-01-01 +8373,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),91.0,2012-01-01 +8374,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Active population,79.2,2012-01-01 +8375,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.0,2012-01-01 +8376,Luxembourg,From 55 to 64 years,Thousand persons,Total,Active population,24.0,2012-01-01 +8377,Luxembourg,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),23.0,2012-01-01 +8378,Luxembourg,From 55 to 64 years,Thousand persons,Males,Active population,14.0,2012-01-01 +8379,Luxembourg,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),14.0,2012-01-01 +8380,Luxembourg,From 55 to 64 years,Thousand persons,Females,Active population,10.0,2012-01-01 +8381,Luxembourg,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),10.0,2012-01-01 +8382,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Active population,41.9,2012-01-01 +8383,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.0,2012-01-01 +8384,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Active population,48.3,2012-01-01 +8385,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.4,2012-01-01 +8386,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Active population,35.2,2012-01-01 +8387,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.3,2012-01-01 +8388,Hungary,From 15 to 24 years,Thousand persons,Total,Active population,300.0,2012-01-01 +8389,Hungary,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),215.0,2012-01-01 +8390,Hungary,From 15 to 24 years,Thousand persons,Males,Active population,167.0,2012-01-01 +8391,Hungary,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),118.0,2012-01-01 +8392,Hungary,From 15 to 24 years,Thousand persons,Females,Active population,133.0,2012-01-01 +8393,Hungary,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),97.0,2012-01-01 +8394,Hungary,From 15 to 24 years,Percentage of total population,Total,Active population,25.7,2012-01-01 +8395,Hungary,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),18.4,2012-01-01 +8396,Hungary,From 15 to 24 years,Percentage of total population,Males,Active population,27.9,2012-01-01 +8397,Hungary,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),19.8,2012-01-01 +8398,Hungary,From 15 to 24 years,Percentage of total population,Females,Active population,23.4,2012-01-01 +8399,Hungary,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.0,2012-01-01 +8400,Hungary,From 25 to 54 years,Thousand persons,Total,Active population,3405.0,2012-01-01 +8401,Hungary,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3065.0,2012-01-01 +8402,Hungary,From 25 to 54 years,Thousand persons,Males,Active population,1830.0,2012-01-01 +8403,Hungary,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1642.0,2012-01-01 +8404,Hungary,From 25 to 54 years,Thousand persons,Females,Active population,1575.0,2012-01-01 +8405,Hungary,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1422.0,2012-01-01 +8406,Hungary,From 25 to 54 years,Percentage of total population,Total,Active population,82.9,2012-01-01 +8407,Hungary,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.6,2012-01-01 +8408,Hungary,From 25 to 54 years,Percentage of total population,Males,Active population,89.4,2012-01-01 +8409,Hungary,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),80.2,2012-01-01 +8410,Hungary,From 25 to 54 years,Percentage of total population,Females,Active population,76.5,2012-01-01 +8411,Hungary,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),69.0,2012-01-01 +8412,Hungary,From 55 to 64 years,Thousand persons,Total,Active population,560.0,2012-01-01 +8413,Hungary,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),513.0,2012-01-01 +8414,Hungary,From 55 to 64 years,Thousand persons,Males,Active population,294.0,2012-01-01 +8415,Hungary,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),268.0,2012-01-01 +8416,Hungary,From 55 to 64 years,Thousand persons,Females,Active population,266.0,2012-01-01 +8417,Hungary,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),245.0,2012-01-01 +8418,Hungary,From 55 to 64 years,Percentage of total population,Total,Active population,39.5,2012-01-01 +8419,Hungary,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),36.1,2012-01-01 +8420,Hungary,From 55 to 64 years,Percentage of total population,Males,Active population,45.4,2012-01-01 +8421,Hungary,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),41.4,2012-01-01 +8422,Hungary,From 55 to 64 years,Percentage of total population,Females,Active population,34.5,2012-01-01 +8423,Hungary,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.7,2012-01-01 +8424,Malta,From 15 to 24 years,Thousand persons,Total,Active population,28.0,2012-01-01 +8425,Malta,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),24.0,2012-01-01 +8426,Malta,From 15 to 24 years,Thousand persons,Males,Active population,15.0,2012-01-01 +8427,Malta,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),13.0,2012-01-01 +8428,Malta,From 15 to 24 years,Thousand persons,Females,Active population,13.0,2012-01-01 +8429,Malta,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),11.0,2012-01-01 +8430,Malta,From 15 to 24 years,Percentage of total population,Total,Active population,50.9,2012-01-01 +8431,Malta,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),43.8,2012-01-01 +8432,Malta,From 15 to 24 years,Percentage of total population,Males,Active population,54.0,2012-01-01 +8433,Malta,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.7,2012-01-01 +8434,Malta,From 15 to 24 years,Percentage of total population,Females,Active population,47.7,2012-01-01 +8435,Malta,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),40.7,2012-01-01 +8436,Malta,From 25 to 54 years,Thousand persons,Total,Active population,130.0,2012-01-01 +8437,Malta,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),123.0,2012-01-01 +8438,Malta,From 25 to 54 years,Thousand persons,Males,Active population,81.0,2012-01-01 +8439,Malta,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),77.0,2012-01-01 +8440,Malta,From 25 to 54 years,Thousand persons,Females,Active population,49.0,2012-01-01 +8441,Malta,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),46.0,2012-01-01 +8442,Malta,From 25 to 54 years,Percentage of total population,Total,Active population,76.5,2012-01-01 +8443,Malta,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),72.6,2012-01-01 +8444,Malta,From 25 to 54 years,Percentage of total population,Males,Active population,94.3,2012-01-01 +8445,Malta,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.7,2012-01-01 +8446,Malta,From 25 to 54 years,Percentage of total population,Females,Active population,58.1,2012-01-01 +8447,Malta,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),54.9,2012-01-01 +8448,Malta,From 55 to 64 years,Thousand persons,Total,Active population,21.0,2012-01-01 +8449,Malta,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),21.0,2012-01-01 +8450,Malta,From 55 to 64 years,Thousand persons,Males,Active population,16.0,2012-01-01 +8451,Malta,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),16.0,2012-01-01 +8452,Malta,From 55 to 64 years,Thousand persons,Females,Active population,5.0,2012-01-01 +8453,Malta,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),5.0,2012-01-01 +8454,Malta,From 55 to 64 years,Percentage of total population,Total,Active population,36.0,2012-01-01 +8455,Malta,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.7,2012-01-01 +8456,Malta,From 55 to 64 years,Percentage of total population,Males,Active population,54.9,2012-01-01 +8457,Malta,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.1,2012-01-01 +8458,Malta,From 55 to 64 years,Percentage of total population,Females,Active population,17.3,2012-01-01 +8459,Malta,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),16.3,2012-01-01 +8460,Netherlands,From 15 to 24 years,Thousand persons,Total,Active population,1400.0,2012-01-01 +8461,Netherlands,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1236.0,2012-01-01 +8462,Netherlands,From 15 to 24 years,Thousand persons,Males,Active population,695.0,2012-01-01 +8463,Netherlands,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),613.0,2012-01-01 +8464,Netherlands,From 15 to 24 years,Thousand persons,Females,Active population,705.0,2012-01-01 +8465,Netherlands,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),623.0,2012-01-01 +8466,Netherlands,From 15 to 24 years,Percentage of total population,Total,Active population,69.2,2012-01-01 +8467,Netherlands,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.1,2012-01-01 +8468,Netherlands,From 15 to 24 years,Percentage of total population,Males,Active population,67.7,2012-01-01 +8469,Netherlands,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.7,2012-01-01 +8470,Netherlands,From 15 to 24 years,Percentage of total population,Females,Active population,70.8,2012-01-01 +8471,Netherlands,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),62.5,2012-01-01 +8472,Netherlands,From 25 to 54 years,Thousand persons,Total,Active population,5976.0,2012-01-01 +8473,Netherlands,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),5699.0,2012-01-01 +8474,Netherlands,From 25 to 54 years,Thousand persons,Males,Active population,3176.0,2012-01-01 +8475,Netherlands,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3042.0,2012-01-01 +8476,Netherlands,From 25 to 54 years,Thousand persons,Females,Active population,2800.0,2012-01-01 +8477,Netherlands,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2656.0,2012-01-01 +8478,Netherlands,From 25 to 54 years,Percentage of total population,Total,Active population,87.6,2012-01-01 +8479,Netherlands,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.6,2012-01-01 +8480,Netherlands,From 25 to 54 years,Percentage of total population,Males,Active population,93.0,2012-01-01 +8481,Netherlands,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.1,2012-01-01 +8482,Netherlands,From 25 to 54 years,Percentage of total population,Females,Active population,82.3,2012-01-01 +8483,Netherlands,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.1,2012-01-01 +8484,Netherlands,From 55 to 64 years,Thousand persons,Total,Active population,1308.0,2012-01-01 +8485,Netherlands,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1240.0,2012-01-01 +8486,Netherlands,From 55 to 64 years,Thousand persons,Males,Active population,760.0,2012-01-01 +8487,Netherlands,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),720.0,2012-01-01 +8488,Netherlands,From 55 to 64 years,Thousand persons,Females,Active population,548.0,2012-01-01 +8489,Netherlands,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),520.0,2012-01-01 +8490,Netherlands,From 55 to 64 years,Percentage of total population,Total,Active population,60.8,2012-01-01 +8491,Netherlands,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),57.6,2012-01-01 +8492,Netherlands,From 55 to 64 years,Percentage of total population,Males,Active population,70.6,2012-01-01 +8493,Netherlands,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),66.9,2012-01-01 +8494,Netherlands,From 55 to 64 years,Percentage of total population,Females,Active population,51.0,2012-01-01 +8495,Netherlands,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),48.3,2012-01-01 +8496,Austria,From 15 to 24 years,Thousand persons,Total,Active population,582.0,2012-01-01 +8497,Austria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),527.0,2012-01-01 +8498,Austria,From 15 to 24 years,Thousand persons,Males,Active population,309.0,2012-01-01 +8499,Austria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),280.0,2012-01-01 +8500,Austria,From 15 to 24 years,Thousand persons,Females,Active population,273.0,2012-01-01 +8501,Austria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),247.0,2012-01-01 +8502,Austria,From 15 to 24 years,Percentage of total population,Total,Active population,59.2,2012-01-01 +8503,Austria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.7,2012-01-01 +8504,Austria,From 15 to 24 years,Percentage of total population,Males,Active population,63.1,2012-01-01 +8505,Austria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),57.1,2012-01-01 +8506,Austria,From 15 to 24 years,Percentage of total population,Females,Active population,55.4,2012-01-01 +8507,Austria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),50.3,2012-01-01 +8508,Austria,From 25 to 54 years,Thousand persons,Total,Active population,3211.0,2012-01-01 +8509,Austria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3072.0,2012-01-01 +8510,Austria,From 25 to 54 years,Thousand persons,Males,Active population,1680.0,2012-01-01 +8511,Austria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1607.0,2012-01-01 +8512,Austria,From 25 to 54 years,Thousand persons,Females,Active population,1531.0,2012-01-01 +8513,Austria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1465.0,2012-01-01 +8514,Austria,From 25 to 54 years,Percentage of total population,Total,Active population,88.1,2012-01-01 +8515,Austria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.3,2012-01-01 +8516,Austria,From 25 to 54 years,Percentage of total population,Males,Active population,92.3,2012-01-01 +8517,Austria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.3,2012-01-01 +8518,Austria,From 25 to 54 years,Percentage of total population,Females,Active population,84.0,2012-01-01 +8519,Austria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.4,2012-01-01 +8520,Austria,From 55 to 64 years,Thousand persons,Total,Active population,429.0,2012-01-01 +8521,Austria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),415.0,2012-01-01 +8522,Austria,From 55 to 64 years,Thousand persons,Males,Active population,252.0,2012-01-01 +8523,Austria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),243.0,2012-01-01 +8524,Austria,From 55 to 64 years,Thousand persons,Females,Active population,177.0,2012-01-01 +8525,Austria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),172.0,2012-01-01 +8526,Austria,From 55 to 64 years,Percentage of total population,Total,Active population,43.1,2012-01-01 +8527,Austria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.6,2012-01-01 +8528,Austria,From 55 to 64 years,Percentage of total population,Males,Active population,52.2,2012-01-01 +8529,Austria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.2,2012-01-01 +8530,Austria,From 55 to 64 years,Percentage of total population,Females,Active population,34.5,2012-01-01 +8531,Austria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.5,2012-01-01 +8532,Poland,From 15 to 24 years,Thousand persons,Total,Active population,1564.0,2012-01-01 +8533,Poland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1150.0,2012-01-01 +8534,Poland,From 15 to 24 years,Thousand persons,Males,Active population,922.0,2012-01-01 +8535,Poland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),700.0,2012-01-01 +8536,Poland,From 15 to 24 years,Thousand persons,Females,Active population,642.0,2012-01-01 +8537,Poland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),450.0,2012-01-01 +8538,Poland,From 15 to 24 years,Percentage of total population,Total,Active population,33.6,2012-01-01 +8539,Poland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.7,2012-01-01 +8540,Poland,From 15 to 24 years,Percentage of total population,Males,Active population,38.5,2012-01-01 +8541,Poland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.2,2012-01-01 +8542,Poland,From 15 to 24 years,Percentage of total population,Females,Active population,28.4,2012-01-01 +8543,Poland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.9,2012-01-01 +8544,Poland,From 25 to 54 years,Thousand persons,Total,Active population,13297.0,2012-01-01 +8545,Poland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),12131.0,2012-01-01 +8546,Poland,From 25 to 54 years,Thousand persons,Males,Active population,7130.0,2012-01-01 +8547,Poland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),6563.0,2012-01-01 +8548,Poland,From 25 to 54 years,Thousand persons,Females,Active population,6166.0,2012-01-01 +8549,Poland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),5568.0,2012-01-01 +8550,Poland,From 25 to 54 years,Percentage of total population,Total,Active population,84.6,2012-01-01 +8551,Poland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.2,2012-01-01 +8552,Poland,From 25 to 54 years,Percentage of total population,Males,Active population,90.0,2012-01-01 +8553,Poland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.9,2012-01-01 +8554,Poland,From 25 to 54 years,Percentage of total population,Females,Active population,79.1,2012-01-01 +8555,Poland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.5,2012-01-01 +8556,Poland,From 55 to 64 years,Thousand persons,Total,Active population,2224.0,2012-01-01 +8557,Poland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2059.0,2012-01-01 +8558,Poland,From 55 to 64 years,Thousand persons,Males,Active population,1342.0,2012-01-01 +8559,Poland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1235.0,2012-01-01 +8560,Poland,From 55 to 64 years,Thousand persons,Females,Active population,883.0,2012-01-01 +8561,Poland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),824.0,2012-01-01 +8562,Poland,From 55 to 64 years,Percentage of total population,Total,Active population,41.8,2012-01-01 +8563,Poland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.7,2012-01-01 +8564,Poland,From 55 to 64 years,Percentage of total population,Males,Active population,53.5,2012-01-01 +8565,Poland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),49.3,2012-01-01 +8566,Poland,From 55 to 64 years,Percentage of total population,Females,Active population,31.3,2012-01-01 +8567,Poland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.2,2012-01-01 +8568,Portugal,From 15 to 24 years,Thousand persons,Total,Active population,419.0,2012-01-01 +8569,Portugal,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),260.0,2012-01-01 +8570,Portugal,From 15 to 24 years,Thousand persons,Males,Active population,225.0,2012-01-01 +8571,Portugal,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),142.0,2012-01-01 +8572,Portugal,From 15 to 24 years,Thousand persons,Females,Active population,195.0,2012-01-01 +8573,Portugal,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),118.0,2012-01-01 +8574,Portugal,From 15 to 24 years,Percentage of total population,Total,Active population,37.1,2012-01-01 +8575,Portugal,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),23.0,2012-01-01 +8576,Portugal,From 15 to 24 years,Percentage of total population,Males,Active population,39.2,2012-01-01 +8577,Portugal,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.8,2012-01-01 +8578,Portugal,From 15 to 24 years,Percentage of total population,Females,Active population,34.9,2012-01-01 +8579,Portugal,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.2,2012-01-01 +8580,Portugal,From 25 to 54 years,Thousand persons,Total,Active population,3964.0,2012-01-01 +8581,Portugal,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3382.0,2012-01-01 +8582,Portugal,From 25 to 54 years,Thousand persons,Males,Active population,2008.0,2012-01-01 +8583,Portugal,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1713.0,2012-01-01 +8584,Portugal,From 25 to 54 years,Thousand persons,Females,Active population,1957.0,2012-01-01 +8585,Portugal,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1669.0,2012-01-01 +8586,Portugal,From 25 to 54 years,Percentage of total population,Total,Active population,88.5,2012-01-01 +8587,Portugal,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.5,2012-01-01 +8588,Portugal,From 25 to 54 years,Percentage of total population,Males,Active population,92.1,2012-01-01 +8589,Portugal,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),78.6,2012-01-01 +8590,Portugal,From 25 to 54 years,Percentage of total population,Females,Active population,85.0,2012-01-01 +8591,Portugal,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.5,2012-01-01 +8592,Portugal,From 55 to 64 years,Thousand persons,Total,Active population,704.0,2012-01-01 +8593,Portugal,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),614.0,2012-01-01 +8594,Portugal,From 55 to 64 years,Thousand persons,Males,Active population,377.0,2012-01-01 +8595,Portugal,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),322.0,2012-01-01 +8596,Portugal,From 55 to 64 years,Thousand persons,Females,Active population,327.0,2012-01-01 +8597,Portugal,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),292.0,2012-01-01 +8598,Portugal,From 55 to 64 years,Percentage of total population,Total,Active population,53.3,2012-01-01 +8599,Portugal,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.5,2012-01-01 +8600,Portugal,From 55 to 64 years,Percentage of total population,Males,Active population,60.4,2012-01-01 +8601,Portugal,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),51.6,2012-01-01 +8602,Portugal,From 55 to 64 years,Percentage of total population,Females,Active population,47.0,2012-01-01 +8603,Portugal,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.0,2012-01-01 +8604,Romania,From 15 to 24 years,Thousand persons,Total,Active population,742.0,2012-01-01 +8605,Romania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),575.0,2012-01-01 +8606,Romania,From 15 to 24 years,Thousand persons,Males,Active population,442.0,2012-01-01 +8607,Romania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),344.0,2012-01-01 +8608,Romania,From 15 to 24 years,Thousand persons,Females,Active population,300.0,2012-01-01 +8609,Romania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),231.0,2012-01-01 +8610,Romania,From 15 to 24 years,Percentage of total population,Total,Active population,30.5,2012-01-01 +8611,Romania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),23.7,2012-01-01 +8612,Romania,From 15 to 24 years,Percentage of total population,Males,Active population,35.3,2012-01-01 +8613,Romania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),27.5,2012-01-01 +8614,Romania,From 15 to 24 years,Percentage of total population,Females,Active population,25.5,2012-01-01 +8615,Romania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.6,2012-01-01 +8616,Romania,From 25 to 54 years,Thousand persons,Total,Active population,6937.0,2012-01-01 +8617,Romania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),6517.0,2012-01-01 +8618,Romania,From 25 to 54 years,Thousand persons,Males,Active population,3878.0,2012-01-01 +8619,Romania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3627.0,2012-01-01 +8620,Romania,From 25 to 54 years,Thousand persons,Females,Active population,3059.0,2012-01-01 +8621,Romania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2890.0,2012-01-01 +8622,Romania,From 25 to 54 years,Percentage of total population,Total,Active population,81.5,2012-01-01 +8623,Romania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.6,2012-01-01 +8624,Romania,From 25 to 54 years,Percentage of total population,Males,Active population,89.9,2012-01-01 +8625,Romania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.1,2012-01-01 +8626,Romania,From 25 to 54 years,Percentage of total population,Females,Active population,72.9,2012-01-01 +8627,Romania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),68.9,2012-01-01 +8628,Romania,From 55 to 64 years,Thousand persons,Total,Active population,1169.0,2012-01-01 +8629,Romania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1130.0,2012-01-01 +8630,Romania,From 55 to 64 years,Thousand persons,Males,Active population,682.0,2012-01-01 +8631,Romania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),651.0,2012-01-01 +8632,Romania,From 55 to 64 years,Thousand persons,Females,Active population,487.0,2012-01-01 +8633,Romania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),478.0,2012-01-01 +8634,Romania,From 55 to 64 years,Percentage of total population,Total,Active population,43.0,2012-01-01 +8635,Romania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.6,2012-01-01 +8636,Romania,From 55 to 64 years,Percentage of total population,Males,Active population,53.6,2012-01-01 +8637,Romania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),51.2,2012-01-01 +8638,Romania,From 55 to 64 years,Percentage of total population,Females,Active population,33.7,2012-01-01 +8639,Romania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.1,2012-01-01 +8640,Slovenia,From 15 to 24 years,Thousand persons,Total,Active population,77.0,2012-01-01 +8641,Slovenia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),61.0,2012-01-01 +8642,Slovenia,From 15 to 24 years,Thousand persons,Males,Active population,46.0,2012-01-01 +8643,Slovenia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),36.0,2012-01-01 +8644,Slovenia,From 15 to 24 years,Thousand persons,Females,Active population,31.0,2012-01-01 +8645,Slovenia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),25.0,2012-01-01 +8646,Slovenia,From 15 to 24 years,Percentage of total population,Total,Active population,34.4,2012-01-01 +8647,Slovenia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),27.3,2012-01-01 +8648,Slovenia,From 15 to 24 years,Percentage of total population,Males,Active population,38.1,2012-01-01 +8649,Slovenia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),30.4,2012-01-01 +8650,Slovenia,From 15 to 24 years,Percentage of total population,Females,Active population,30.0,2012-01-01 +8651,Slovenia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.7,2012-01-01 +8652,Slovenia,From 25 to 54 years,Thousand persons,Total,Active population,817.0,2012-01-01 +8653,Slovenia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),750.0,2012-01-01 +8654,Slovenia,From 25 to 54 years,Thousand persons,Males,Active population,427.0,2012-01-01 +8655,Slovenia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),395.0,2012-01-01 +8656,Slovenia,From 25 to 54 years,Thousand persons,Females,Active population,390.0,2012-01-01 +8657,Slovenia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),355.0,2012-01-01 +8658,Slovenia,From 25 to 54 years,Percentage of total population,Total,Active population,90.8,2012-01-01 +8659,Slovenia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.3,2012-01-01 +8660,Slovenia,From 25 to 54 years,Percentage of total population,Males,Active population,92.4,2012-01-01 +8661,Slovenia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.4,2012-01-01 +8662,Slovenia,From 25 to 54 years,Percentage of total population,Females,Active population,89.1,2012-01-01 +8663,Slovenia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),81.0,2012-01-01 +8664,Slovenia,From 55 to 64 years,Thousand persons,Total,Active population,102.0,2012-01-01 +8665,Slovenia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),96.0,2012-01-01 +8666,Slovenia,From 55 to 64 years,Thousand persons,Males,Active population,64.0,2012-01-01 +8667,Slovenia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),59.0,2012-01-01 +8668,Slovenia,From 55 to 64 years,Thousand persons,Females,Active population,38.0,2012-01-01 +8669,Slovenia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),36.0,2012-01-01 +8670,Slovenia,From 55 to 64 years,Percentage of total population,Total,Active population,35.1,2012-01-01 +8671,Slovenia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.9,2012-01-01 +8672,Slovenia,From 55 to 64 years,Percentage of total population,Males,Active population,43.6,2012-01-01 +8673,Slovenia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.7,2012-01-01 +8674,Slovenia,From 55 to 64 years,Percentage of total population,Females,Active population,26.5,2012-01-01 +8675,Slovenia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.0,2012-01-01 +8676,Slovakia,From 15 to 24 years,Thousand persons,Total,Active population,222.0,2012-01-01 +8677,Slovakia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),146.0,2012-01-01 +8678,Slovakia,From 15 to 24 years,Thousand persons,Males,Active population,138.0,2012-01-01 +8679,Slovakia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),90.0,2012-01-01 +8680,Slovakia,From 15 to 24 years,Thousand persons,Females,Active population,84.0,2012-01-01 +8681,Slovakia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),57.0,2012-01-01 +8682,Slovakia,From 15 to 24 years,Percentage of total population,Total,Active population,30.5,2012-01-01 +8683,Slovakia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),20.1,2012-01-01 +8684,Slovakia,From 15 to 24 years,Percentage of total population,Males,Active population,37.1,2012-01-01 +8685,Slovakia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.1,2012-01-01 +8686,Slovakia,From 15 to 24 years,Percentage of total population,Females,Active population,23.6,2012-01-01 +8687,Slovakia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),15.9,2012-01-01 +8688,Slovakia,From 25 to 54 years,Thousand persons,Total,Active population,2128.0,2012-01-01 +8689,Slovakia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1865.0,2012-01-01 +8690,Slovakia,From 25 to 54 years,Thousand persons,Males,Active population,1160.0,2012-01-01 +8691,Slovakia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1027.0,2012-01-01 +8692,Slovakia,From 25 to 54 years,Thousand persons,Females,Active population,968.0,2012-01-01 +8693,Slovakia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),838.0,2012-01-01 +8694,Slovakia,From 25 to 54 years,Percentage of total population,Total,Active population,87.1,2012-01-01 +8695,Slovakia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.4,2012-01-01 +8696,Slovakia,From 25 to 54 years,Percentage of total population,Males,Active population,93.8,2012-01-01 +8697,Slovakia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.0,2012-01-01 +8698,Slovakia,From 25 to 54 years,Percentage of total population,Females,Active population,80.4,2012-01-01 +8699,Slovakia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),69.6,2012-01-01 +8700,Slovakia,From 55 to 64 years,Thousand persons,Total,Active population,345.0,2012-01-01 +8701,Slovakia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),306.0,2012-01-01 +8702,Slovakia,From 55 to 64 years,Thousand persons,Males,Active population,202.0,2012-01-01 +8703,Slovakia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),180.0,2012-01-01 +8704,Slovakia,From 55 to 64 years,Thousand persons,Females,Active population,143.0,2012-01-01 +8705,Slovakia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),126.0,2012-01-01 +8706,Slovakia,From 55 to 64 years,Percentage of total population,Total,Active population,48.5,2012-01-01 +8707,Slovakia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),43.1,2012-01-01 +8708,Slovakia,From 55 to 64 years,Percentage of total population,Males,Active population,60.3,2012-01-01 +8709,Slovakia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.6,2012-01-01 +8710,Slovakia,From 55 to 64 years,Percentage of total population,Females,Active population,38.0,2012-01-01 +8711,Slovakia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.6,2012-01-01 +8712,Finland,From 15 to 24 years,Thousand persons,Total,Active population,331.0,2012-01-01 +8713,Finland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),268.0,2012-01-01 +8714,Finland,From 15 to 24 years,Thousand persons,Males,Active population,163.0,2012-01-01 +8715,Finland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),131.0,2012-01-01 +8716,Finland,From 15 to 24 years,Thousand persons,Females,Active population,168.0,2012-01-01 +8717,Finland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),137.0,2012-01-01 +8718,Finland,From 15 to 24 years,Percentage of total population,Total,Active population,51.6,2012-01-01 +8719,Finland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.8,2012-01-01 +8720,Finland,From 15 to 24 years,Percentage of total population,Males,Active population,51.2,2012-01-01 +8721,Finland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),41.0,2012-01-01 +8722,Finland,From 15 to 24 years,Percentage of total population,Females,Active population,52.0,2012-01-01 +8723,Finland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.7,2012-01-01 +8724,Finland,From 25 to 54 years,Thousand persons,Total,Active population,1824.0,2012-01-01 +8725,Finland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1713.0,2012-01-01 +8726,Finland,From 25 to 54 years,Thousand persons,Males,Active population,961.0,2012-01-01 +8727,Finland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),897.0,2012-01-01 +8728,Finland,From 25 to 54 years,Thousand persons,Females,Active population,864.0,2012-01-01 +8729,Finland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),815.0,2012-01-01 +8730,Finland,From 25 to 54 years,Percentage of total population,Total,Active population,87.3,2012-01-01 +8731,Finland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.0,2012-01-01 +8732,Finland,From 25 to 54 years,Percentage of total population,Males,Active population,90.4,2012-01-01 +8733,Finland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.4,2012-01-01 +8734,Finland,From 25 to 54 years,Percentage of total population,Females,Active population,84.1,2012-01-01 +8735,Finland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.4,2012-01-01 +8736,Finland,From 55 to 64 years,Thousand persons,Total,Active population,482.0,2012-01-01 +8737,Finland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),450.0,2012-01-01 +8738,Finland,From 55 to 64 years,Thousand persons,Males,Active population,235.0,2012-01-01 +8739,Finland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),216.0,2012-01-01 +8740,Finland,From 55 to 64 years,Thousand persons,Females,Active population,247.0,2012-01-01 +8741,Finland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),234.0,2012-01-01 +8742,Finland,From 55 to 64 years,Percentage of total population,Total,Active population,62.3,2012-01-01 +8743,Finland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),58.2,2012-01-01 +8744,Finland,From 55 to 64 years,Percentage of total population,Males,Active population,61.6,2012-01-01 +8745,Finland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.6,2012-01-01 +8746,Finland,From 55 to 64 years,Percentage of total population,Females,Active population,62.9,2012-01-01 +8747,Finland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),59.7,2012-01-01 +8748,Sweden,From 15 to 24 years,Thousand persons,Total,Active population,652.0,2012-01-01 +8749,Sweden,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),498.0,2012-01-01 +8750,Sweden,From 15 to 24 years,Thousand persons,Males,Active population,329.0,2012-01-01 +8751,Sweden,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),247.0,2012-01-01 +8752,Sweden,From 15 to 24 years,Thousand persons,Females,Active population,322.0,2012-01-01 +8753,Sweden,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),251.0,2012-01-01 +8754,Sweden,From 15 to 24 years,Percentage of total population,Total,Active population,52.6,2012-01-01 +8755,Sweden,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),40.2,2012-01-01 +8756,Sweden,From 15 to 24 years,Percentage of total population,Males,Active population,51.8,2012-01-01 +8757,Sweden,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),38.8,2012-01-01 +8758,Sweden,From 15 to 24 years,Percentage of total population,Females,Active population,53.4,2012-01-01 +8759,Sweden,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.6,2012-01-01 +8760,Sweden,From 25 to 54 years,Thousand persons,Total,Active population,3362.0,2012-01-01 +8761,Sweden,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3163.0,2012-01-01 +8762,Sweden,From 25 to 54 years,Thousand persons,Males,Active population,1766.0,2012-01-01 +8763,Sweden,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1659.0,2012-01-01 +8764,Sweden,From 25 to 54 years,Thousand persons,Females,Active population,1596.0,2012-01-01 +8765,Sweden,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1504.0,2012-01-01 +8766,Sweden,From 25 to 54 years,Percentage of total population,Total,Active population,90.6,2012-01-01 +8767,Sweden,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),85.2,2012-01-01 +8768,Sweden,From 25 to 54 years,Percentage of total population,Males,Active population,93.5,2012-01-01 +8769,Sweden,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.8,2012-01-01 +8770,Sweden,From 25 to 54 years,Percentage of total population,Females,Active population,87.6,2012-01-01 +8771,Sweden,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.5,2012-01-01 +8772,Sweden,From 55 to 64 years,Thousand persons,Total,Active population,895.0,2012-01-01 +8773,Sweden,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),849.0,2012-01-01 +8774,Sweden,From 55 to 64 years,Thousand persons,Males,Active population,471.0,2012-01-01 +8775,Sweden,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),444.0,2012-01-01 +8776,Sweden,From 55 to 64 years,Thousand persons,Females,Active population,424.0,2012-01-01 +8777,Sweden,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),405.0,2012-01-01 +8778,Sweden,From 55 to 64 years,Percentage of total population,Total,Active population,77.0,2012-01-01 +8779,Sweden,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),73.0,2012-01-01 +8780,Sweden,From 55 to 64 years,Percentage of total population,Males,Active population,80.9,2012-01-01 +8781,Sweden,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),76.3,2012-01-01 +8782,Sweden,From 55 to 64 years,Percentage of total population,Females,Active population,73.0,2012-01-01 +8783,Sweden,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),69.6,2012-01-01 +8784,United Kingdom,From 15 to 24 years,Thousand persons,Total,Active population,4597.0,2012-01-01 +8785,United Kingdom,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3622.0,2012-01-01 +8786,United Kingdom,From 15 to 24 years,Thousand persons,Males,Active population,2416.0,2012-01-01 +8787,United Kingdom,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1838.0,2012-01-01 +8788,United Kingdom,From 15 to 24 years,Thousand persons,Females,Active population,2181.0,2012-01-01 +8789,United Kingdom,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1784.0,2012-01-01 +8790,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Active population,58.6,2012-01-01 +8791,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.2,2012-01-01 +8792,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Active population,60.9,2012-01-01 +8793,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.4,2012-01-01 +8794,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Active population,56.3,2012-01-01 +8795,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),46.0,2012-01-01 +8796,United Kingdom,From 25 to 54 years,Thousand persons,Total,Active population,22124.0,2012-01-01 +8797,United Kingdom,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20807.0,2012-01-01 +8798,United Kingdom,From 25 to 54 years,Thousand persons,Males,Active population,11753.0,2012-01-01 +8799,United Kingdom,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),11060.0,2012-01-01 +8800,United Kingdom,From 25 to 54 years,Thousand persons,Females,Active population,10371.0,2012-01-01 +8801,United Kingdom,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9747.0,2012-01-01 +8802,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2012-01-01 +8803,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.5,2012-01-01 +8804,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Active population,92.0,2012-01-01 +8805,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.6,2012-01-01 +8806,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Active population,79.2,2012-01-01 +8807,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.5,2012-01-01 +8808,United Kingdom,From 55 to 64 years,Thousand persons,Total,Active population,4440.0,2012-01-01 +8809,United Kingdom,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),4220.0,2012-01-01 +8810,United Kingdom,From 55 to 64 years,Thousand persons,Males,Active population,2481.0,2012-01-01 +8811,United Kingdom,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2334.0,2012-01-01 +8812,United Kingdom,From 55 to 64 years,Thousand persons,Females,Active population,1959.0,2012-01-01 +8813,United Kingdom,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1887.0,2012-01-01 +8814,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Active population,61.1,2012-01-01 +8815,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),58.1,2012-01-01 +8816,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Active population,69.5,2012-01-01 +8817,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),65.4,2012-01-01 +8818,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Active population,53.0,2012-01-01 +8819,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),51.0,2012-01-01 +8820,Iceland,From 15 to 24 years,Thousand persons,Total,Active population,31.0,2012-01-01 +8821,Iceland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),27.0,2012-01-01 +8822,Iceland,From 15 to 24 years,Thousand persons,Males,Active population,16.0,2012-01-01 +8823,Iceland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),13.0,2012-01-01 +8824,Iceland,From 15 to 24 years,Thousand persons,Females,Active population,15.0,2012-01-01 +8825,Iceland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),13.0,2012-01-01 +8826,Iceland,From 15 to 24 years,Percentage of total population,Total,Active population,75.7,2012-01-01 +8827,Iceland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),65.4,2012-01-01 +8828,Iceland,From 15 to 24 years,Percentage of total population,Males,Active population,73.5,2012-01-01 +8829,Iceland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),62.7,2012-01-01 +8830,Iceland,From 15 to 24 years,Percentage of total population,Females,Active population,78.0,2012-01-01 +8831,Iceland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),68.4,2012-01-01 +8832,Iceland,From 25 to 54 years,Thousand persons,Total,Active population,111.0,2012-01-01 +8833,Iceland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),106.0,2012-01-01 +8834,Iceland,From 25 to 54 years,Thousand persons,Males,Active population,58.0,2012-01-01 +8835,Iceland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),55.0,2012-01-01 +8836,Iceland,From 25 to 54 years,Thousand persons,Females,Active population,53.0,2012-01-01 +8837,Iceland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),51.0,2012-01-01 +8838,Iceland,From 25 to 54 years,Percentage of total population,Total,Active population,88.5,2012-01-01 +8839,Iceland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.5,2012-01-01 +8840,Iceland,From 25 to 54 years,Percentage of total population,Males,Active population,91.6,2012-01-01 +8841,Iceland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.3,2012-01-01 +8842,Iceland,From 25 to 54 years,Percentage of total population,Females,Active population,85.4,2012-01-01 +8843,Iceland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),81.6,2012-01-01 +8844,Iceland,From 55 to 64 years,Thousand persons,Total,Active population,29.0,2012-01-01 +8845,Iceland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),28.0,2012-01-01 +8846,Iceland,From 55 to 64 years,Thousand persons,Males,Active population,15.0,2012-01-01 +8847,Iceland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),15.0,2012-01-01 +8848,Iceland,From 55 to 64 years,Thousand persons,Females,Active population,14.0,2012-01-01 +8849,Iceland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),13.0,2012-01-01 +8850,Iceland,From 55 to 64 years,Percentage of total population,Total,Active population,82.6,2012-01-01 +8851,Iceland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.1,2012-01-01 +8852,Iceland,From 55 to 64 years,Percentage of total population,Males,Active population,87.1,2012-01-01 +8853,Iceland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.1,2012-01-01 +8854,Iceland,From 55 to 64 years,Percentage of total population,Females,Active population,78.0,2012-01-01 +8855,Iceland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.0,2012-01-01 +8856,Norway,From 15 to 24 years,Thousand persons,Total,Active population,373.0,2012-01-01 +8857,Norway,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),342.0,2012-01-01 +8858,Norway,From 15 to 24 years,Thousand persons,Males,Active population,188.0,2012-01-01 +8859,Norway,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),170.0,2012-01-01 +8860,Norway,From 15 to 24 years,Thousand persons,Females,Active population,185.0,2012-01-01 +8861,Norway,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),172.0,2012-01-01 +8862,Norway,From 15 to 24 years,Percentage of total population,Total,Active population,57.0,2012-01-01 +8863,Norway,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),52.2,2012-01-01 +8864,Norway,From 15 to 24 years,Percentage of total population,Males,Active population,56.3,2012-01-01 +8865,Norway,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.7,2012-01-01 +8866,Norway,From 15 to 24 years,Percentage of total population,Females,Active population,57.8,2012-01-01 +8867,Norway,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),53.8,2012-01-01 +8868,Norway,From 25 to 54 years,Thousand persons,Total,Active population,1791.0,2012-01-01 +8869,Norway,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1745.0,2012-01-01 +8870,Norway,From 25 to 54 years,Thousand persons,Males,Active population,950.0,2012-01-01 +8871,Norway,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),922.0,2012-01-01 +8872,Norway,From 25 to 54 years,Thousand persons,Females,Active population,841.0,2012-01-01 +8873,Norway,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),823.0,2012-01-01 +8874,Norway,From 25 to 54 years,Percentage of total population,Total,Active population,86.8,2012-01-01 +8875,Norway,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.6,2012-01-01 +8876,Norway,From 25 to 54 years,Percentage of total population,Males,Active population,89.6,2012-01-01 +8877,Norway,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.0,2012-01-01 +8878,Norway,From 25 to 54 years,Percentage of total population,Females,Active population,84.0,2012-01-01 +8879,Norway,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.1,2012-01-01 +8880,Norway,From 55 to 64 years,Thousand persons,Total,Active population,424.0,2012-01-01 +8881,Norway,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),419.0,2012-01-01 +8882,Norway,From 55 to 64 years,Thousand persons,Males,Active population,227.0,2012-01-01 +8883,Norway,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),223.0,2012-01-01 +8884,Norway,From 55 to 64 years,Thousand persons,Females,Active population,198.0,2012-01-01 +8885,Norway,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),196.0,2012-01-01 +8886,Norway,From 55 to 64 years,Percentage of total population,Total,Active population,71.8,2012-01-01 +8887,Norway,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),70.9,2012-01-01 +8888,Norway,From 55 to 64 years,Percentage of total population,Males,Active population,75.9,2012-01-01 +8889,Norway,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),74.8,2012-01-01 +8890,Norway,From 55 to 64 years,Percentage of total population,Females,Active population,67.5,2012-01-01 +8891,Norway,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.9,2012-01-01 +8892,Switzerland,From 15 to 24 years,Thousand persons,Total,Active population,626.0,2012-01-01 +8893,Switzerland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),573.0,2012-01-01 +8894,Switzerland,From 15 to 24 years,Thousand persons,Males,Active population,328.0,2012-01-01 +8895,Switzerland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),299.0,2012-01-01 +8896,Switzerland,From 15 to 24 years,Thousand persons,Females,Active population,298.0,2012-01-01 +8897,Switzerland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),274.0,2012-01-01 +8898,Switzerland,From 15 to 24 years,Percentage of total population,Total,Active population,67.4,2012-01-01 +8899,Switzerland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.7,2012-01-01 +8900,Switzerland,From 15 to 24 years,Percentage of total population,Males,Active population,69.3,2012-01-01 +8901,Switzerland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),63.2,2012-01-01 +8902,Switzerland,From 15 to 24 years,Percentage of total population,Females,Active population,65.4,2012-01-01 +8903,Switzerland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),60.1,2012-01-01 +8904,Switzerland,From 25 to 54 years,Thousand persons,Total,Active population,3134.0,2012-01-01 +8905,Switzerland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3017.0,2012-01-01 +8906,Switzerland,From 25 to 54 years,Thousand persons,Males,Active population,1682.0,2012-01-01 +8907,Switzerland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1625.0,2012-01-01 +8908,Switzerland,From 25 to 54 years,Thousand persons,Females,Active population,1452.0,2012-01-01 +8909,Switzerland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1391.0,2012-01-01 +8910,Switzerland,From 25 to 54 years,Percentage of total population,Total,Active population,90.0,2012-01-01 +8911,Switzerland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),86.7,2012-01-01 +8912,Switzerland,From 25 to 54 years,Percentage of total population,Males,Active population,95.9,2012-01-01 +8913,Switzerland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),92.7,2012-01-01 +8914,Switzerland,From 25 to 54 years,Percentage of total population,Females,Active population,84.1,2012-01-01 +8915,Switzerland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.6,2012-01-01 +8916,Switzerland,From 55 to 64 years,Thousand persons,Total,Active population,697.0,2012-01-01 +8917,Switzerland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),675.0,2012-01-01 +8918,Switzerland,From 55 to 64 years,Thousand persons,Males,Active population,391.0,2012-01-01 +8919,Switzerland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),379.0,2012-01-01 +8920,Switzerland,From 55 to 64 years,Thousand persons,Females,Active population,305.0,2012-01-01 +8921,Switzerland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),296.0,2012-01-01 +8922,Switzerland,From 55 to 64 years,Percentage of total population,Total,Active population,72.7,2012-01-01 +8923,Switzerland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),70.5,2012-01-01 +8924,Switzerland,From 55 to 64 years,Percentage of total population,Males,Active population,82.0,2012-01-01 +8925,Switzerland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),79.5,2012-01-01 +8926,Switzerland,From 55 to 64 years,Percentage of total population,Females,Active population,63.5,2012-01-01 +8927,Switzerland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),61.5,2012-01-01 +8928,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Active population,102.0,2012-01-01 +8929,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),47.0,2012-01-01 +8930,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Active population,63.0,2012-01-01 +8931,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),28.0,2012-01-01 +8932,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Active population,39.0,2012-01-01 +8933,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),19.0,2012-01-01 +8934,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Active population,33.6,2012-01-01 +8935,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),15.5,2012-01-01 +8936,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Active population,40.5,2012-01-01 +8937,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),18.1,2012-01-01 +8938,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Active population,26.2,2012-01-01 +8939,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),12.6,2012-01-01 +8940,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Active population,716.0,2012-01-01 +8941,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),509.0,2012-01-01 +8942,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Active population,427.0,2012-01-01 +8943,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),303.0,2012-01-01 +8944,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Active population,288.0,2012-01-01 +8945,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),205.0,2012-01-01 +8946,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Active population,78.5,2012-01-01 +8947,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.8,2012-01-01 +8948,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2012-01-01 +8949,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),65.4,2012-01-01 +8950,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Active population,64.4,2012-01-01 +8951,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.8,2012-01-01 +8952,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Active population,117.0,2012-01-01 +8953,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),88.0,2012-01-01 +8954,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Active population,78.0,2012-01-01 +8955,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),57.0,2012-01-01 +8956,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Active population,39.0,2012-01-01 +8957,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),31.0,2012-01-01 +8958,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Active population,47.2,2012-01-01 +8959,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),35.4,2012-01-01 +8960,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Active population,63.9,2012-01-01 +8961,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.6,2012-01-01 +8962,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Active population,31.2,2012-01-01 +8963,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.5,2012-01-01 +8964,Turkey,From 15 to 24 years,Thousand persons,Total,Active population,4325.0,2012-01-01 +8965,Turkey,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3647.0,2012-01-01 +8966,Turkey,From 15 to 24 years,Thousand persons,Males,Active population,2851.0,2012-01-01 +8967,Turkey,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2435.0,2012-01-01 +8968,Turkey,From 15 to 24 years,Thousand persons,Females,Active population,1475.0,2012-01-01 +8969,Turkey,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1211.0,2012-01-01 +8970,Turkey,From 15 to 24 years,Percentage of total population,Total,Active population,37.4,2012-01-01 +8971,Turkey,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.5,2012-01-01 +8972,Turkey,From 15 to 24 years,Percentage of total population,Males,Active population,49.8,2012-01-01 +8973,Turkey,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),42.5,2012-01-01 +8974,Turkey,From 15 to 24 years,Percentage of total population,Females,Active population,25.2,2012-01-01 +8975,Turkey,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.7,2012-01-01 +8976,Turkey,From 25 to 54 years,Thousand persons,Total,Active population,20091.0,2012-01-01 +8977,Turkey,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),18648.0,2012-01-01 +8978,Turkey,From 25 to 54 years,Thousand persons,Males,Active population,14240.0,2012-01-01 +8979,Turkey,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),13282.0,2012-01-01 +8980,Turkey,From 25 to 54 years,Thousand persons,Females,Active population,5851.0,2012-01-01 +8981,Turkey,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),5366.0,2012-01-01 +8982,Turkey,From 25 to 54 years,Percentage of total population,Total,Active population,62.8,2012-01-01 +8983,Turkey,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),58.3,2012-01-01 +8984,Turkey,From 25 to 54 years,Percentage of total population,Males,Active population,88.8,2012-01-01 +8985,Turkey,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.8,2012-01-01 +8986,Turkey,From 25 to 54 years,Percentage of total population,Females,Active population,36.7,2012-01-01 +8987,Turkey,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.7,2012-01-01 +8988,Turkey,From 55 to 64 years,Thousand persons,Total,Active population,1952.0,2012-01-01 +8989,Turkey,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1876.0,2012-01-01 +8990,Turkey,From 55 to 64 years,Thousand persons,Males,Active population,1404.0,2012-01-01 +8991,Turkey,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1337.0,2012-01-01 +8992,Turkey,From 55 to 64 years,Thousand persons,Females,Active population,548.0,2012-01-01 +8993,Turkey,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),539.0,2012-01-01 +8994,Turkey,From 55 to 64 years,Percentage of total population,Total,Active population,33.2,2012-01-01 +8995,Turkey,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.9,2012-01-01 +8996,Turkey,From 55 to 64 years,Percentage of total population,Males,Active population,48.7,2012-01-01 +8997,Turkey,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.3,2012-01-01 +8998,Turkey,From 55 to 64 years,Percentage of total population,Females,Active population,18.3,2012-01-01 +8999,Turkey,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.0,2012-01-01 +9000,,,,,,, +9001,,,,,,, +9002,,,,,,, +9003,,,,,,, +9004,,,,,,, +9005,,,,,,, +9006,,,,,,, +9007,,,,,,, +9008,,,,,,, +9009,,,,,,, +9010,,,,,,, +9011,,,,,,, +9012,,,,,,, +9013,,,,,,, +9014,,,,,,, +9015,,,,,,, +9016,,,,,,, +9017,,,,,,, +9018,,,,,,, +9019,,,,,,, +9020,,,,,,, +9021,,,,,,, +9022,,,,,,, +9023,,,,,,, +9024,,,,,,, +9025,,,,,,, +9026,,,,,,, +9027,,,,,,, +9028,,,,,,, +9029,,,,,,, +9030,,,,,,, +9031,,,,,,, +9032,,,,,,, +9033,,,,,,, +9034,,,,,,, +9035,,,,,,, +9036,,,,,,, +9037,,,,,,, +9038,,,,,,, +9039,,,,,,, +9040,,,,,,, +9041,,,,,,, +9042,,,,,,, +9043,,,,,,, +9044,,,,,,, +9045,,,,,,, +9046,,,,,,, +9047,,,,,,, +9048,,,,,,, +9049,,,,,,, +9050,,,,,,, +9051,,,,,,, +9052,,,,,,, +9053,,,,,,, +9054,,,,,,, +9055,,,,,,, +9056,,,,,,, +9057,,,,,,, +9058,,,,,,, +9059,,,,,,, +9060,,,,,,, +9061,,,,,,, +9062,,,,,,, +9063,,,,,,, +9064,,,,,,, +9065,,,,,,, +9066,,,,,,, +9067,,,,,,, +9068,,,,,,, +9069,,,,,,, +9070,,,,,,, +9071,,,,,,, +9072,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Active population,23602.0,2013-01-01 +9073,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),18020.0,2013-01-01 +9074,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Active population,12813.0,2013-01-01 +9075,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),9700.0,2013-01-01 +9076,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Active population,10789.0,2013-01-01 +9077,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8320.0,2013-01-01 +9078,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Active population,42.0,2013-01-01 +9079,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.1,2013-01-01 +9080,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Active population,44.8,2013-01-01 +9081,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),33.9,2013-01-01 +9082,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.2,2013-01-01 +9083,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.2,2013-01-01 +9084,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Active population,178630.0,2013-01-01 +9085,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),160842.0,2013-01-01 +9086,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Active population,95750.0,2013-01-01 +9087,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),86426.0,2013-01-01 +9088,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Active population,82880.0,2013-01-01 +9089,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),74416.0,2013-01-01 +9090,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.4,2013-01-01 +9091,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.9,2013-01-01 +9092,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.5,2013-01-01 +9093,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.6,2013-01-01 +9094,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.2,2013-01-01 +9095,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.1,2013-01-01 +9096,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Active population,34571.0,2013-01-01 +9097,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),31915.0,2013-01-01 +9098,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Active population,19255.0,2013-01-01 +9099,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),17661.0,2013-01-01 +9100,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Active population,15316.0,2013-01-01 +9101,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),14254.0,2013-01-01 +9102,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Active population,54.3,2013-01-01 +9103,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.1,2013-01-01 +9104,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Active population,62.6,2013-01-01 +9105,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),57.4,2013-01-01 +9106,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Active population,46.5,2013-01-01 +9107,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.3,2013-01-01 +9108,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Active population,23454.0,2013-01-01 +9109,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),17946.0,2013-01-01 +9110,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Active population,12725.0,2013-01-01 +9111,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),9656.0,2013-01-01 +9112,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Active population,10728.0,2013-01-01 +9113,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8290.0,2013-01-01 +9114,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Active population,42.2,2013-01-01 +9115,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.3,2013-01-01 +9116,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Active population,44.9,2013-01-01 +9117,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),34.0,2013-01-01 +9118,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.3,2013-01-01 +9119,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.4,2013-01-01 +9120,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Active population,177218.0,2013-01-01 +9121,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),159648.0,2013-01-01 +9122,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Active population,95006.0,2013-01-01 +9123,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),85797.0,2013-01-01 +9124,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Active population,82212.0,2013-01-01 +9125,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),73851.0,2013-01-01 +9126,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.4,2013-01-01 +9127,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.9,2013-01-01 +9128,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.6,2013-01-01 +9129,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.7,2013-01-01 +9130,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.2,2013-01-01 +9131,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.2,2013-01-01 +9132,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Active population,34320.0,2013-01-01 +9133,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),31689.0,2013-01-01 +9134,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Active population,19107.0,2013-01-01 +9135,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),17531.0,2013-01-01 +9136,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Active population,15213.0,2013-01-01 +9137,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),14158.0,2013-01-01 +9138,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Active population,54.4,2013-01-01 +9139,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.2,2013-01-01 +9140,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Active population,62.7,2013-01-01 +9141,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),57.5,2013-01-01 +9142,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Active population,46.6,2013-01-01 +9143,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.4,2013-01-01 +9144,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Active population,19712.0,2013-01-01 +9145,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),15165.0,2013-01-01 +9146,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Active population,10512.0,2013-01-01 +9147,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),7994.0,2013-01-01 +9148,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Active population,9200.0,2013-01-01 +9149,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),7171.0,2013-01-01 +9150,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Active population,44.9,2013-01-01 +9151,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.6,2013-01-01 +9152,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Active population,47.1,2013-01-01 +9153,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),35.8,2013-01-01 +9154,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Active population,42.7,2013-01-01 +9155,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.3,2013-01-01 +9156,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Active population,141357.0,2013-01-01 +9157,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),126931.0,2013-01-01 +9158,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Active population,75612.0,2013-01-01 +9159,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),68032.0,2013-01-01 +9160,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Active population,65745.0,2013-01-01 +9161,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),58899.0,2013-01-01 +9162,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.6,2013-01-01 +9163,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.9,2013-01-01 +9164,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.8,2013-01-01 +9165,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.6,2013-01-01 +9166,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.4,2013-01-01 +9167,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.1,2013-01-01 +9168,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Active population,27774.0,2013-01-01 +9169,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),25637.0,2013-01-01 +9170,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Active population,15366.0,2013-01-01 +9171,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),14090.0,2013-01-01 +9172,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Active population,12408.0,2013-01-01 +9173,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),11547.0,2013-01-01 +9174,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Active population,56.6,2013-01-01 +9175,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),52.2,2013-01-01 +9176,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Active population,64.3,2013-01-01 +9177,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.0,2013-01-01 +9178,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Active population,49.3,2013-01-01 +9179,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.9,2013-01-01 +9180,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Active population,14704.0,2013-01-01 +9181,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),11141.0,2013-01-01 +9182,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Active population,7949.0,2013-01-01 +9183,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),5992.0,2013-01-01 +9184,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Active population,6755.0,2013-01-01 +9185,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5149.0,2013-01-01 +9186,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Active population,40.8,2013-01-01 +9187,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.9,2013-01-01 +9188,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Active population,43.3,2013-01-01 +9189,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.7,2013-01-01 +9190,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Active population,38.2,2013-01-01 +9191,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.1,2013-01-01 +9192,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Active population,119494.0,2013-01-01 +9193,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),106009.0,2013-01-01 +9194,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Active population,64028.0,2013-01-01 +9195,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),56958.0,2013-01-01 +9196,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Active population,55465.0,2013-01-01 +9197,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49051.0,2013-01-01 +9198,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2013-01-01 +9199,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.9,2013-01-01 +9200,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.8,2013-01-01 +9201,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.7,2013-01-01 +9202,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.2,2013-01-01 +9203,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.1,2013-01-01 +9204,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Active population,22905.0,2013-01-01 +9205,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),20952.0,2013-01-01 +9206,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Active population,12681.0,2013-01-01 +9207,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),11523.0,2013-01-01 +9208,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Active population,10224.0,2013-01-01 +9209,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),9430.0,2013-01-01 +9210,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Active population,54.6,2013-01-01 +9211,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.0,2013-01-01 +9212,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Active population,62.4,2013-01-01 +9213,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.7,2013-01-01 +9214,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Active population,47.3,2013-01-01 +9215,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.6,2013-01-01 +9216,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Active population,14578.0,2013-01-01 +9217,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),11043.0,2013-01-01 +9218,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Active population,7876.0,2013-01-01 +9219,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),5936.0,2013-01-01 +9220,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Active population,6702.0,2013-01-01 +9221,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5108.0,2013-01-01 +9222,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Active population,40.9,2013-01-01 +9223,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.0,2013-01-01 +9224,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Active population,43.4,2013-01-01 +9225,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.7,2013-01-01 +9226,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Active population,38.3,2013-01-01 +9227,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.2,2013-01-01 +9228,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Active population,118403.0,2013-01-01 +9229,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),105038.0,2013-01-01 +9230,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Active population,63490.0,2013-01-01 +9231,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),56484.0,2013-01-01 +9232,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Active population,54912.0,2013-01-01 +9233,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),48554.0,2013-01-01 +9234,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2013-01-01 +9235,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.8,2013-01-01 +9236,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.8,2013-01-01 +9237,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.7,2013-01-01 +9238,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.1,2013-01-01 +9239,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.0,2013-01-01 +9240,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Active population,22684.0,2013-01-01 +9241,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),20757.0,2013-01-01 +9242,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Active population,12576.0,2013-01-01 +9243,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),11433.0,2013-01-01 +9244,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Active population,10108.0,2013-01-01 +9245,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),9324.0,2013-01-01 +9246,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Active population,54.6,2013-01-01 +9247,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),49.9,2013-01-01 +9248,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Active population,62.4,2013-01-01 +9249,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.7,2013-01-01 +9250,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Active population,47.2,2013-01-01 +9251,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.6,2013-01-01 +9252,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Active population,14486.0,2013-01-01 +9253,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),10972.0,2013-01-01 +9254,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Active population,7824.0,2013-01-01 +9255,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),5896.0,2013-01-01 +9256,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Active population,6661.0,2013-01-01 +9257,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5077.0,2013-01-01 +9258,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Active population,40.9,2013-01-01 +9259,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.0,2013-01-01 +9260,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Active population,43.4,2013-01-01 +9261,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.7,2013-01-01 +9262,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Active population,38.3,2013-01-01 +9263,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.2,2013-01-01 +9264,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Active population,117667.0,2013-01-01 +9265,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),104384.0,2013-01-01 +9266,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Active population,63120.0,2013-01-01 +9267,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),56157.0,2013-01-01 +9268,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Active population,54547.0,2013-01-01 +9269,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),48227.0,2013-01-01 +9270,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2013-01-01 +9271,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.8,2013-01-01 +9272,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.8,2013-01-01 +9273,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.7,2013-01-01 +9274,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.1,2013-01-01 +9275,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),69.9,2013-01-01 +9276,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Active population,22527.0,2013-01-01 +9277,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),20616.0,2013-01-01 +9278,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Active population,12507.0,2013-01-01 +9279,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),11371.0,2013-01-01 +9280,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Active population,10019.0,2013-01-01 +9281,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),9244.0,2013-01-01 +9282,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Active population,54.5,2013-01-01 +9283,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),49.9,2013-01-01 +9284,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Active population,62.4,2013-01-01 +9285,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.7,2013-01-01 +9286,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Active population,47.1,2013-01-01 +9287,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.5,2013-01-01 +9288,Belgium,From 15 to 24 years,Thousand persons,Total,Active population,411.0,2013-01-01 +9289,Belgium,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),313.0,2013-01-01 +9290,Belgium,From 15 to 24 years,Thousand persons,Males,Active population,226.0,2013-01-01 +9291,Belgium,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),170.0,2013-01-01 +9292,Belgium,From 15 to 24 years,Thousand persons,Females,Active population,185.0,2013-01-01 +9293,Belgium,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),143.0,2013-01-01 +9294,Belgium,From 15 to 24 years,Percentage of total population,Total,Active population,31.0,2013-01-01 +9295,Belgium,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),23.6,2013-01-01 +9296,Belgium,From 15 to 24 years,Percentage of total population,Males,Active population,33.7,2013-01-01 +9297,Belgium,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),25.3,2013-01-01 +9298,Belgium,From 15 to 24 years,Percentage of total population,Females,Active population,28.2,2013-01-01 +9299,Belgium,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.9,2013-01-01 +9300,Belgium,From 25 to 54 years,Thousand persons,Total,Active population,3879.0,2013-01-01 +9301,Belgium,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3593.0,2013-01-01 +9302,Belgium,From 25 to 54 years,Thousand persons,Males,Active population,2079.0,2013-01-01 +9303,Belgium,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1922.0,2013-01-01 +9304,Belgium,From 25 to 54 years,Thousand persons,Females,Active population,1800.0,2013-01-01 +9305,Belgium,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1671.0,2013-01-01 +9306,Belgium,From 25 to 54 years,Percentage of total population,Total,Active population,85.3,2013-01-01 +9307,Belgium,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.0,2013-01-01 +9308,Belgium,From 25 to 54 years,Percentage of total population,Males,Active population,90.9,2013-01-01 +9309,Belgium,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.0,2013-01-01 +9310,Belgium,From 25 to 54 years,Percentage of total population,Females,Active population,79.7,2013-01-01 +9311,Belgium,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.0,2013-01-01 +9312,Belgium,From 55 to 64 years,Thousand persons,Total,Active population,611.0,2013-01-01 +9313,Belgium,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),578.0,2013-01-01 +9314,Belgium,From 55 to 64 years,Thousand persons,Males,Active population,346.0,2013-01-01 +9315,Belgium,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),327.0,2013-01-01 +9316,Belgium,From 55 to 64 years,Thousand persons,Females,Active population,265.0,2013-01-01 +9317,Belgium,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),251.0,2013-01-01 +9318,Belgium,From 55 to 64 years,Percentage of total population,Total,Active population,44.1,2013-01-01 +9319,Belgium,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.7,2013-01-01 +9320,Belgium,From 55 to 64 years,Percentage of total population,Males,Active population,50.5,2013-01-01 +9321,Belgium,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.7,2013-01-01 +9322,Belgium,From 55 to 64 years,Percentage of total population,Females,Active population,37.8,2013-01-01 +9323,Belgium,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.8,2013-01-01 +9324,Bulgaria,From 15 to 24 years,Thousand persons,Total,Active population,230.0,2013-01-01 +9325,Bulgaria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),164.0,2013-01-01 +9326,Bulgaria,From 15 to 24 years,Thousand persons,Males,Active population,136.0,2013-01-01 +9327,Bulgaria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),95.0,2013-01-01 +9328,Bulgaria,From 15 to 24 years,Thousand persons,Females,Active population,93.0,2013-01-01 +9329,Bulgaria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),69.0,2013-01-01 +9330,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Active population,29.6,2013-01-01 +9331,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),21.2,2013-01-01 +9332,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Active population,34.3,2013-01-01 +9333,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.0,2013-01-01 +9334,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Active population,24.7,2013-01-01 +9335,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.4,2013-01-01 +9336,Bulgaria,From 25 to 54 years,Thousand persons,Total,Active population,2532.0,2013-01-01 +9337,Bulgaria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2233.0,2013-01-01 +9338,Bulgaria,From 25 to 54 years,Thousand persons,Males,Active population,1337.0,2013-01-01 +9339,Bulgaria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1169.0,2013-01-01 +9340,Bulgaria,From 25 to 54 years,Thousand persons,Females,Active population,1195.0,2013-01-01 +9341,Bulgaria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1064.0,2013-01-01 +9342,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Active population,83.1,2013-01-01 +9343,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),73.3,2013-01-01 +9344,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Active population,85.7,2013-01-01 +9345,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),75.0,2013-01-01 +9346,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Active population,80.3,2013-01-01 +9347,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.5,2013-01-01 +9348,Bulgaria,From 55 to 64 years,Thousand persons,Total,Active population,561.0,2013-01-01 +9349,Bulgaria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),492.0,2013-01-01 +9350,Bulgaria,From 55 to 64 years,Thousand persons,Males,Active population,293.0,2013-01-01 +9351,Bulgaria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),254.0,2013-01-01 +9352,Bulgaria,From 55 to 64 years,Thousand persons,Females,Active population,268.0,2013-01-01 +9353,Bulgaria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),238.0,2013-01-01 +9354,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Active population,54.1,2013-01-01 +9355,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.4,2013-01-01 +9356,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Active population,59.9,2013-01-01 +9357,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),51.9,2013-01-01 +9358,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Active population,49.0,2013-01-01 +9359,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.4,2013-01-01 +9360,Czech Republic,From 15 to 24 years,Thousand persons,Total,Active population,362.0,2013-01-01 +9361,Czech Republic,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),294.0,2013-01-01 +9362,Czech Republic,From 15 to 24 years,Thousand persons,Males,Active population,216.0,2013-01-01 +9363,Czech Republic,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),176.0,2013-01-01 +9364,Czech Republic,From 15 to 24 years,Thousand persons,Females,Active population,146.0,2013-01-01 +9365,Czech Republic,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),118.0,2013-01-01 +9366,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Active population,31.5,2013-01-01 +9367,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.6,2013-01-01 +9368,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Active population,36.8,2013-01-01 +9369,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.9,2013-01-01 +9370,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Active population,26.1,2013-01-01 +9371,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.0,2013-01-01 +9372,Czech Republic,From 25 to 54 years,Thousand persons,Total,Active population,4055.0,2013-01-01 +9373,Czech Republic,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3802.0,2013-01-01 +9374,Czech Republic,From 25 to 54 years,Thousand persons,Males,Active population,2236.0,2013-01-01 +9375,Czech Republic,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2127.0,2013-01-01 +9376,Czech Republic,From 25 to 54 years,Thousand persons,Females,Active population,1819.0,2013-01-01 +9377,Czech Republic,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1676.0,2013-01-01 +9378,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Active population,89.1,2013-01-01 +9379,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.5,2013-01-01 +9380,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Active population,95.8,2013-01-01 +9381,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),91.2,2013-01-01 +9382,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Active population,81.9,2013-01-01 +9383,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.5,2013-01-01 +9384,Czech Republic,From 55 to 64 years,Thousand persons,Total,Active population,796.0,2013-01-01 +9385,Czech Republic,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),750.0,2013-01-01 +9386,Czech Republic,From 55 to 64 years,Thousand persons,Males,Active population,465.0,2013-01-01 +9387,Czech Republic,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),440.0,2013-01-01 +9388,Czech Republic,From 55 to 64 years,Thousand persons,Females,Active population,331.0,2013-01-01 +9389,Czech Republic,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),310.0,2013-01-01 +9390,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Active population,54.8,2013-01-01 +9391,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.6,2013-01-01 +9392,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Active population,66.1,2013-01-01 +9393,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),62.5,2013-01-01 +9394,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Active population,44.2,2013-01-01 +9395,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.4,2013-01-01 +9396,Denmark,From 15 to 24 years,Thousand persons,Total,Active population,438.0,2013-01-01 +9397,Denmark,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),381.0,2013-01-01 +9398,Denmark,From 15 to 24 years,Thousand persons,Males,Active population,221.0,2013-01-01 +9399,Denmark,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),189.0,2013-01-01 +9400,Denmark,From 15 to 24 years,Thousand persons,Females,Active population,217.0,2013-01-01 +9401,Denmark,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),191.0,2013-01-01 +9402,Denmark,From 15 to 24 years,Percentage of total population,Total,Active population,61.7,2013-01-01 +9403,Denmark,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.7,2013-01-01 +9404,Denmark,From 15 to 24 years,Percentage of total population,Males,Active population,61.1,2013-01-01 +9405,Denmark,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.3,2013-01-01 +9406,Denmark,From 15 to 24 years,Percentage of total population,Females,Active population,62.4,2013-01-01 +9407,Denmark,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),55.0,2013-01-01 +9408,Denmark,From 25 to 54 years,Thousand persons,Total,Active population,1935.0,2013-01-01 +9409,Denmark,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1813.0,2013-01-01 +9410,Denmark,From 25 to 54 years,Thousand persons,Males,Active population,1004.0,2013-01-01 +9411,Denmark,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),946.0,2013-01-01 +9412,Denmark,From 25 to 54 years,Thousand persons,Females,Active population,931.0,2013-01-01 +9413,Denmark,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),867.0,2013-01-01 +9414,Denmark,From 25 to 54 years,Percentage of total population,Total,Active population,87.5,2013-01-01 +9415,Denmark,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.0,2013-01-01 +9416,Denmark,From 25 to 54 years,Percentage of total population,Males,Active population,90.2,2013-01-01 +9417,Denmark,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.0,2013-01-01 +9418,Denmark,From 25 to 54 years,Percentage of total population,Females,Active population,84.8,2013-01-01 +9419,Denmark,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.0,2013-01-01 +9420,Denmark,From 55 to 64 years,Thousand persons,Total,Active population,451.0,2013-01-01 +9421,Denmark,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),428.0,2013-01-01 +9422,Denmark,From 55 to 64 years,Thousand persons,Males,Active population,242.0,2013-01-01 +9423,Denmark,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),230.0,2013-01-01 +9424,Denmark,From 55 to 64 years,Thousand persons,Females,Active population,209.0,2013-01-01 +9425,Denmark,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),199.0,2013-01-01 +9426,Denmark,From 55 to 64 years,Percentage of total population,Total,Active population,65.0,2013-01-01 +9427,Denmark,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.7,2013-01-01 +9428,Denmark,From 55 to 64 years,Percentage of total population,Males,Active population,70.2,2013-01-01 +9429,Denmark,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),66.5,2013-01-01 +9430,Denmark,From 55 to 64 years,Percentage of total population,Females,Active population,59.9,2013-01-01 +9431,Denmark,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),56.8,2013-01-01 +9432,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Active population,4341.0,2013-01-01 +9433,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),4001.0,2013-01-01 +9434,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Active population,2325.0,2013-01-01 +9435,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2128.0,2013-01-01 +9436,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Active population,2016.0,2013-01-01 +9437,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1873.0,2013-01-01 +9438,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Active population,50.8,2013-01-01 +9439,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.9,2013-01-01 +9440,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Active population,52.9,2013-01-01 +9441,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.4,2013-01-01 +9442,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Active population,48.7,2013-01-01 +9443,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.2,2013-01-01 +9444,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Active population,29308.0,2013-01-01 +9445,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),27881.0,2013-01-01 +9446,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Active population,15634.0,2013-01-01 +9447,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),14838.0,2013-01-01 +9448,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Active population,13675.0,2013-01-01 +9449,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),13043.0,2013-01-01 +9450,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Active population,87.7,2013-01-01 +9451,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.4,2013-01-01 +9452,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Active population,92.9,2013-01-01 +9453,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.2,2013-01-01 +9454,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Active population,82.4,2013-01-01 +9455,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.6,2013-01-01 +9456,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Active population,7165.0,2013-01-01 +9457,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),6757.0,2013-01-01 +9458,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Active population,3853.0,2013-01-01 +9459,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),3618.0,2013-01-01 +9460,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Active population,3312.0,2013-01-01 +9461,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),3140.0,2013-01-01 +9462,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Active population,67.5,2013-01-01 +9463,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),63.6,2013-01-01 +9464,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Active population,74.5,2013-01-01 +9465,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),69.9,2013-01-01 +9466,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Active population,60.8,2013-01-01 +9467,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),57.6,2013-01-01 +9468,Estonia,From 15 to 24 years,Thousand persons,Total,Active population,61.0,2013-01-01 +9469,Estonia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),50.0,2013-01-01 +9470,Estonia,From 15 to 24 years,Thousand persons,Males,Active population,32.0,2013-01-01 +9471,Estonia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),26.0,2013-01-01 +9472,Estonia,From 15 to 24 years,Thousand persons,Females,Active population,29.0,2013-01-01 +9473,Estonia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),23.0,2013-01-01 +9474,Estonia,From 15 to 24 years,Percentage of total population,Total,Active population,39.8,2013-01-01 +9475,Estonia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.4,2013-01-01 +9476,Estonia,From 15 to 24 years,Percentage of total population,Males,Active population,41.4,2013-01-01 +9477,Estonia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),34.0,2013-01-01 +9478,Estonia,From 15 to 24 years,Percentage of total population,Females,Active population,38.2,2013-01-01 +9479,Estonia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.7,2013-01-01 +9480,Estonia,From 25 to 54 years,Thousand persons,Total,Active population,480.0,2013-01-01 +9481,Estonia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),440.0,2013-01-01 +9482,Estonia,From 25 to 54 years,Thousand persons,Males,Active population,253.0,2013-01-01 +9483,Estonia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),232.0,2013-01-01 +9484,Estonia,From 25 to 54 years,Thousand persons,Females,Active population,227.0,2013-01-01 +9485,Estonia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),208.0,2013-01-01 +9486,Estonia,From 25 to 54 years,Percentage of total population,Total,Active population,87.6,2013-01-01 +9487,Estonia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.4,2013-01-01 +9488,Estonia,From 25 to 54 years,Percentage of total population,Males,Active population,92.3,2013-01-01 +9489,Estonia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.7,2013-01-01 +9490,Estonia,From 25 to 54 years,Percentage of total population,Females,Active population,82.9,2013-01-01 +9491,Estonia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.1,2013-01-01 +9492,Estonia,From 55 to 64 years,Thousand persons,Total,Active population,114.0,2013-01-01 +9493,Estonia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),107.0,2013-01-01 +9494,Estonia,From 55 to 64 years,Thousand persons,Males,Active population,50.0,2013-01-01 +9495,Estonia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),46.0,2013-01-01 +9496,Estonia,From 55 to 64 years,Thousand persons,Females,Active population,63.0,2013-01-01 +9497,Estonia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),61.0,2013-01-01 +9498,Estonia,From 55 to 64 years,Percentage of total population,Total,Active population,66.6,2013-01-01 +9499,Estonia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),62.6,2013-01-01 +9500,Estonia,From 55 to 64 years,Percentage of total population,Males,Active population,66.9,2013-01-01 +9501,Estonia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),61.4,2013-01-01 +9502,Estonia,From 55 to 64 years,Percentage of total population,Females,Active population,66.5,2013-01-01 +9503,Estonia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),63.6,2013-01-01 +9504,Ireland,From 15 to 24 years,Thousand persons,Total,Active population,212.0,2013-01-01 +9505,Ireland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),155.0,2013-01-01 +9506,Ireland,From 15 to 24 years,Thousand persons,Males,Active population,111.0,2013-01-01 +9507,Ireland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),78.0,2013-01-01 +9508,Ireland,From 15 to 24 years,Thousand persons,Females,Active population,101.0,2013-01-01 +9509,Ireland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),77.0,2013-01-01 +9510,Ireland,From 15 to 24 years,Percentage of total population,Total,Active population,39.7,2013-01-01 +9511,Ireland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),29.0,2013-01-01 +9512,Ireland,From 15 to 24 years,Percentage of total population,Males,Active population,40.6,2013-01-01 +9513,Ireland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),28.5,2013-01-01 +9514,Ireland,From 15 to 24 years,Percentage of total population,Females,Active population,38.7,2013-01-01 +9515,Ireland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.6,2013-01-01 +9516,Ireland,From 25 to 54 years,Thousand persons,Total,Active population,1624.0,2013-01-01 +9517,Ireland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1428.0,2013-01-01 +9518,Ireland,From 25 to 54 years,Thousand persons,Males,Active population,884.0,2013-01-01 +9519,Ireland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),759.0,2013-01-01 +9520,Ireland,From 25 to 54 years,Thousand persons,Females,Active population,740.0,2013-01-01 +9521,Ireland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),669.0,2013-01-01 +9522,Ireland,From 25 to 54 years,Percentage of total population,Total,Active population,80.8,2013-01-01 +9523,Ireland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),71.0,2013-01-01 +9524,Ireland,From 25 to 54 years,Percentage of total population,Males,Active population,89.2,2013-01-01 +9525,Ireland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),76.7,2013-01-01 +9526,Ireland,From 25 to 54 years,Percentage of total population,Females,Active population,72.5,2013-01-01 +9527,Ireland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),65.6,2013-01-01 +9528,Ireland,From 55 to 64 years,Thousand persons,Total,Active population,273.0,2013-01-01 +9529,Ireland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),244.0,2013-01-01 +9530,Ireland,From 55 to 64 years,Thousand persons,Males,Active population,161.0,2013-01-01 +9531,Ireland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),140.0,2013-01-01 +9532,Ireland,From 55 to 64 years,Thousand persons,Females,Active population,113.0,2013-01-01 +9533,Ireland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),104.0,2013-01-01 +9534,Ireland,From 55 to 64 years,Percentage of total population,Total,Active population,57.4,2013-01-01 +9535,Ireland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.3,2013-01-01 +9536,Ireland,From 55 to 64 years,Percentage of total population,Males,Active population,67.8,2013-01-01 +9537,Ireland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.3,2013-01-01 +9538,Ireland,From 55 to 64 years,Percentage of total population,Females,Active population,47.1,2013-01-01 +9539,Ireland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.4,2013-01-01 +9540,Greece,From 15 to 24 years,Thousand persons,Total,Active population,315.0,2013-01-01 +9541,Greece,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),131.0,2013-01-01 +9542,Greece,From 15 to 24 years,Thousand persons,Males,Active population,174.0,2013-01-01 +9543,Greece,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),80.0,2013-01-01 +9544,Greece,From 15 to 24 years,Thousand persons,Females,Active population,141.0,2013-01-01 +9545,Greece,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),51.0,2013-01-01 +9546,Greece,From 15 to 24 years,Percentage of total population,Total,Active population,28.4,2013-01-01 +9547,Greece,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),11.8,2013-01-01 +9548,Greece,From 15 to 24 years,Percentage of total population,Males,Active population,31.6,2013-01-01 +9549,Greece,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),14.6,2013-01-01 +9550,Greece,From 15 to 24 years,Percentage of total population,Females,Active population,25.3,2013-01-01 +9551,Greece,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),9.1,2013-01-01 +9552,Greece,From 25 to 54 years,Thousand persons,Total,Active population,3908.0,2013-01-01 +9553,Greece,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2858.0,2013-01-01 +9554,Greece,From 25 to 54 years,Thousand persons,Males,Active population,2171.0,2013-01-01 +9555,Greece,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1657.0,2013-01-01 +9556,Greece,From 25 to 54 years,Thousand persons,Females,Active population,1737.0,2013-01-01 +9557,Greece,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1201.0,2013-01-01 +9558,Greece,From 25 to 54 years,Percentage of total population,Total,Active population,83.9,2013-01-01 +9559,Greece,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.3,2013-01-01 +9560,Greece,From 25 to 54 years,Percentage of total population,Males,Active population,93.6,2013-01-01 +9561,Greece,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),71.4,2013-01-01 +9562,Greece,From 25 to 54 years,Percentage of total population,Females,Active population,74.3,2013-01-01 +9563,Greece,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),51.4,2013-01-01 +9564,Greece,From 55 to 64 years,Thousand persons,Total,Active population,561.0,2013-01-01 +9565,Greece,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),470.0,2013-01-01 +9566,Greece,From 55 to 64 years,Thousand persons,Males,Active population,347.0,2013-01-01 +9567,Greece,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),290.0,2013-01-01 +9568,Greece,From 55 to 64 years,Thousand persons,Females,Active population,214.0,2013-01-01 +9569,Greece,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),180.0,2013-01-01 +9570,Greece,From 55 to 64 years,Percentage of total population,Total,Active population,42.4,2013-01-01 +9571,Greece,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),35.6,2013-01-01 +9572,Greece,From 55 to 64 years,Percentage of total population,Males,Active population,55.0,2013-01-01 +9573,Greece,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.0,2013-01-01 +9574,Greece,From 55 to 64 years,Percentage of total population,Females,Active population,31.0,2013-01-01 +9575,Greece,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.0,2013-01-01 +9576,Spain,From 15 to 24 years,Thousand persons,Total,Active population,1714.0,2013-01-01 +9577,Spain,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),763.0,2013-01-01 +9578,Spain,From 15 to 24 years,Thousand persons,Males,Active population,917.0,2013-01-01 +9579,Spain,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),401.0,2013-01-01 +9580,Spain,From 15 to 24 years,Thousand persons,Females,Active population,798.0,2013-01-01 +9581,Spain,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),362.0,2013-01-01 +9582,Spain,From 15 to 24 years,Percentage of total population,Total,Active population,37.8,2013-01-01 +9583,Spain,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),16.8,2013-01-01 +9584,Spain,From 15 to 24 years,Percentage of total population,Males,Active population,39.6,2013-01-01 +9585,Spain,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),17.3,2013-01-01 +9586,Spain,From 15 to 24 years,Percentage of total population,Females,Active population,35.9,2013-01-01 +9587,Spain,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),16.3,2013-01-01 +9588,Spain,From 25 to 54 years,Thousand persons,Total,Active population,18460.0,2013-01-01 +9589,Spain,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),13944.0,2013-01-01 +9590,Spain,From 25 to 54 years,Thousand persons,Males,Active population,9878.0,2013-01-01 +9591,Spain,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),7526.0,2013-01-01 +9592,Spain,From 25 to 54 years,Thousand persons,Females,Active population,8581.0,2013-01-01 +9593,Spain,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),6417.0,2013-01-01 +9594,Spain,From 25 to 54 years,Percentage of total population,Total,Active population,87.2,2013-01-01 +9595,Spain,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),65.8,2013-01-01 +9596,Spain,From 25 to 54 years,Percentage of total population,Males,Active population,92.4,2013-01-01 +9597,Spain,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),70.4,2013-01-01 +9598,Spain,From 25 to 54 years,Percentage of total population,Females,Active population,81.8,2013-01-01 +9599,Spain,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),61.2,2013-01-01 +9600,Spain,From 55 to 64 years,Thousand persons,Total,Active population,2869.0,2013-01-01 +9601,Spain,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2295.0,2013-01-01 +9602,Spain,From 55 to 64 years,Thousand persons,Males,Active population,1642.0,2013-01-01 +9603,Spain,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1309.0,2013-01-01 +9604,Spain,From 55 to 64 years,Thousand persons,Females,Active population,1227.0,2013-01-01 +9605,Spain,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),985.0,2013-01-01 +9606,Spain,From 55 to 64 years,Percentage of total population,Total,Active population,54.1,2013-01-01 +9607,Spain,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),43.2,2013-01-01 +9608,Spain,From 55 to 64 years,Percentage of total population,Males,Active population,63.3,2013-01-01 +9609,Spain,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.5,2013-01-01 +9610,Spain,From 55 to 64 years,Percentage of total population,Females,Active population,45.2,2013-01-01 +9611,Spain,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),36.3,2013-01-01 +9612,,,,,,, +9613,,,,,,, +9614,,,,,,, +9615,,,,,,, +9616,,,,,,, +9617,,,,,,, +9618,,,,,,, +9619,,,,,,, +9620,,,,,,, +9621,,,,,,, +9622,,,,,,, +9623,,,,,,, +9624,,,,,,, +9625,,,,,,, +9626,,,,,,, +9627,,,,,,, +9628,,,,,,, +9629,,,,,,, +9630,,,,,,, +9631,,,,,,, +9632,,,,,,, +9633,,,,,,, +9634,,,,,,, +9635,,,,,,, +9636,,,,,,, +9637,,,,,,, +9638,,,,,,, +9639,,,,,,, +9640,,,,,,, +9641,,,,,,, +9642,,,,,,, +9643,,,,,,, +9644,,,,,,, +9645,,,,,,, +9646,,,,,,, +9647,,,,,,, +9648,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Active population,2720.0,2013-01-01 +9649,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),2065.0,2013-01-01 +9650,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Active population,1493.0,2013-01-01 +9651,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1138.0,2013-01-01 +9652,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Active population,1226.0,2013-01-01 +9653,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),927.0,2013-01-01 +9654,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Active population,37.4,2013-01-01 +9655,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.4,2013-01-01 +9656,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Active population,40.8,2013-01-01 +9657,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),31.0,2013-01-01 +9658,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Active population,33.9,2013-01-01 +9659,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.6,2013-01-01 +9660,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Active population,21727.0,2013-01-01 +9661,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),19829.0,2013-01-01 +9662,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Active population,11284.0,2013-01-01 +9663,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10297.0,2013-01-01 +9664,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Active population,10442.0,2013-01-01 +9665,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9532.0,2013-01-01 +9666,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Active population,88.3,2013-01-01 +9667,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.6,2013-01-01 +9668,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Active population,93.3,2013-01-01 +9669,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.2,2013-01-01 +9670,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Active population,83.5,2013-01-01 +9671,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.2,2013-01-01 +9672,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Active population,3921.0,2013-01-01 +9673,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),3646.0,2013-01-01 +9674,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Active population,2009.0,2013-01-01 +9675,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1859.0,2013-01-01 +9676,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Active population,1912.0,2013-01-01 +9677,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1787.0,2013-01-01 +9678,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Active population,49.0,2013-01-01 +9679,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.6,2013-01-01 +9680,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Active population,52.3,2013-01-01 +9681,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.4,2013-01-01 +9682,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Active population,46.0,2013-01-01 +9683,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.0,2013-01-01 +9684,Croatia,From 15 to 24 years,Thousand persons,Total,Active population,148.0,2013-01-01 +9685,Croatia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),74.0,2013-01-01 +9686,Croatia,From 15 to 24 years,Thousand persons,Males,Active population,88.0,2013-01-01 +9687,Croatia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),44.0,2013-01-01 +9688,Croatia,From 15 to 24 years,Thousand persons,Females,Active population,60.0,2013-01-01 +9689,Croatia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),30.0,2013-01-01 +9690,Croatia,From 15 to 24 years,Percentage of total population,Total,Active population,29.9,2013-01-01 +9691,Croatia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),14.9,2013-01-01 +9692,Croatia,From 15 to 24 years,Percentage of total population,Males,Active population,34.7,2013-01-01 +9693,Croatia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),17.4,2013-01-01 +9694,Croatia,From 15 to 24 years,Percentage of total population,Females,Active population,24.8,2013-01-01 +9695,Croatia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),12.4,2013-01-01 +9696,Croatia,From 25 to 54 years,Thousand persons,Total,Active population,1412.0,2013-01-01 +9697,Croatia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1193.0,2013-01-01 +9698,Croatia,From 25 to 54 years,Thousand persons,Males,Active population,743.0,2013-01-01 +9699,Croatia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),629.0,2013-01-01 +9700,Croatia,From 25 to 54 years,Thousand persons,Females,Active population,668.0,2013-01-01 +9701,Croatia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),564.0,2013-01-01 +9702,Croatia,From 25 to 54 years,Percentage of total population,Total,Active population,80.8,2013-01-01 +9703,Croatia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),68.3,2013-01-01 +9704,Croatia,From 25 to 54 years,Percentage of total population,Males,Active population,84.7,2013-01-01 +9705,Croatia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),71.6,2013-01-01 +9706,Croatia,From 25 to 54 years,Percentage of total population,Females,Active population,76.8,2013-01-01 +9707,Croatia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),64.9,2013-01-01 +9708,Croatia,From 55 to 64 years,Thousand persons,Total,Active population,251.0,2013-01-01 +9709,Croatia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),226.0,2013-01-01 +9710,Croatia,From 55 to 64 years,Thousand persons,Males,Active population,148.0,2013-01-01 +9711,Croatia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),130.0,2013-01-01 +9712,Croatia,From 55 to 64 years,Thousand persons,Females,Active population,103.0,2013-01-01 +9713,Croatia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),96.0,2013-01-01 +9714,Croatia,From 55 to 64 years,Percentage of total population,Total,Active population,41.9,2013-01-01 +9715,Croatia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.8,2013-01-01 +9716,Croatia,From 55 to 64 years,Percentage of total population,Males,Active population,51.0,2013-01-01 +9717,Croatia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.0,2013-01-01 +9718,Croatia,From 55 to 64 years,Percentage of total population,Females,Active population,33.4,2013-01-01 +9719,Croatia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.0,2013-01-01 +9720,Italy,From 15 to 24 years,Thousand persons,Total,Active population,1627.0,2013-01-01 +9721,Italy,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),976.0,2013-01-01 +9722,Italy,From 15 to 24 years,Thousand persons,Males,Active population,944.0,2013-01-01 +9723,Italy,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),576.0,2013-01-01 +9724,Italy,From 15 to 24 years,Thousand persons,Females,Active population,683.0,2013-01-01 +9725,Italy,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),400.0,2013-01-01 +9726,Italy,From 15 to 24 years,Percentage of total population,Total,Active population,27.1,2013-01-01 +9727,Italy,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),16.3,2013-01-01 +9728,Italy,From 15 to 24 years,Percentage of total population,Males,Active population,30.7,2013-01-01 +9729,Italy,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),18.7,2013-01-01 +9730,Italy,From 15 to 24 years,Percentage of total population,Females,Active population,23.4,2013-01-01 +9731,Italy,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),13.7,2013-01-01 +9732,Italy,From 25 to 54 years,Thousand persons,Total,Active population,19771.0,2013-01-01 +9733,Italy,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),17557.0,2013-01-01 +9734,Italy,From 25 to 54 years,Thousand persons,Males,Active population,11240.0,2013-01-01 +9735,Italy,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10079.0,2013-01-01 +9736,Italy,From 25 to 54 years,Thousand persons,Females,Active population,8531.0,2013-01-01 +9737,Italy,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),7479.0,2013-01-01 +9738,Italy,From 25 to 54 years,Percentage of total population,Total,Active population,77.1,2013-01-01 +9739,Italy,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),68.5,2013-01-01 +9740,Italy,From 25 to 54 years,Percentage of total population,Males,Active population,88.3,2013-01-01 +9741,Italy,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),79.2,2013-01-01 +9742,Italy,From 25 to 54 years,Percentage of total population,Females,Active population,66.1,2013-01-01 +9743,Italy,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),58.0,2013-01-01 +9744,Italy,From 55 to 64 years,Thousand persons,Total,Active population,3418.0,2013-01-01 +9745,Italy,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),3222.0,2013-01-01 +9746,Italy,From 55 to 64 years,Thousand persons,Males,Active population,2069.0,2013-01-01 +9747,Italy,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1929.0,2013-01-01 +9748,Italy,From 55 to 64 years,Thousand persons,Females,Active population,1349.0,2013-01-01 +9749,Italy,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1293.0,2013-01-01 +9750,Italy,From 55 to 64 years,Percentage of total population,Total,Active population,45.3,2013-01-01 +9751,Italy,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),42.7,2013-01-01 +9752,Italy,From 55 to 64 years,Percentage of total population,Males,Active population,56.6,2013-01-01 +9753,Italy,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.8,2013-01-01 +9754,Italy,From 55 to 64 years,Percentage of total population,Females,Active population,34.7,2013-01-01 +9755,Italy,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.2,2013-01-01 +9756,Cyprus,From 15 to 24 years,Thousand persons,Total,Active population,40.0,2013-01-01 +9757,Cyprus,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),25.0,2013-01-01 +9758,Cyprus,From 15 to 24 years,Thousand persons,Males,Active population,20.0,2013-01-01 +9759,Cyprus,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),12.0,2013-01-01 +9760,Cyprus,From 15 to 24 years,Thousand persons,Females,Active population,20.0,2013-01-01 +9761,Cyprus,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),13.0,2013-01-01 +9762,Cyprus,From 15 to 24 years,Percentage of total population,Total,Active population,38.4,2013-01-01 +9763,Cyprus,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),23.5,2013-01-01 +9764,Cyprus,From 15 to 24 years,Percentage of total population,Males,Active population,40.8,2013-01-01 +9765,Cyprus,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.0,2013-01-01 +9766,Cyprus,From 15 to 24 years,Percentage of total population,Females,Active population,36.3,2013-01-01 +9767,Cyprus,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.0,2013-01-01 +9768,Cyprus,From 25 to 54 years,Thousand persons,Total,Active population,331.0,2013-01-01 +9769,Cyprus,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),285.0,2013-01-01 +9770,Cyprus,From 25 to 54 years,Thousand persons,Males,Active population,168.0,2013-01-01 +9771,Cyprus,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),143.0,2013-01-01 +9772,Cyprus,From 25 to 54 years,Thousand persons,Females,Active population,163.0,2013-01-01 +9773,Cyprus,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),141.0,2013-01-01 +9774,Cyprus,From 25 to 54 years,Percentage of total population,Total,Active population,87.7,2013-01-01 +9775,Cyprus,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.5,2013-01-01 +9776,Cyprus,From 25 to 54 years,Percentage of total population,Males,Active population,94.0,2013-01-01 +9777,Cyprus,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),80.4,2013-01-01 +9778,Cyprus,From 25 to 54 years,Percentage of total population,Females,Active population,82.0,2013-01-01 +9779,Cyprus,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.1,2013-01-01 +9780,Cyprus,From 55 to 64 years,Thousand persons,Total,Active population,54.0,2013-01-01 +9781,Cyprus,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),47.0,2013-01-01 +9782,Cyprus,From 55 to 64 years,Thousand persons,Males,Active population,33.0,2013-01-01 +9783,Cyprus,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),29.0,2013-01-01 +9784,Cyprus,From 55 to 64 years,Thousand persons,Females,Active population,20.0,2013-01-01 +9785,Cyprus,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),18.0,2013-01-01 +9786,Cyprus,From 55 to 64 years,Percentage of total population,Total,Active population,56.6,2013-01-01 +9787,Cyprus,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),49.6,2013-01-01 +9788,Cyprus,From 55 to 64 years,Percentage of total population,Males,Active population,71.2,2013-01-01 +9789,Cyprus,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),61.1,2013-01-01 +9790,Cyprus,From 55 to 64 years,Percentage of total population,Females,Active population,42.3,2013-01-01 +9791,Cyprus,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),38.3,2013-01-01 +9792,Latvia,From 15 to 24 years,Thousand persons,Total,Active population,93.0,2013-01-01 +9793,Latvia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),71.0,2013-01-01 +9794,Latvia,From 15 to 24 years,Thousand persons,Males,Active population,51.0,2013-01-01 +9795,Latvia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),40.0,2013-01-01 +9796,Latvia,From 15 to 24 years,Thousand persons,Females,Active population,41.0,2013-01-01 +9797,Latvia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),31.0,2013-01-01 +9798,Latvia,From 15 to 24 years,Percentage of total population,Total,Active population,39.4,2013-01-01 +9799,Latvia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.2,2013-01-01 +9800,Latvia,From 15 to 24 years,Percentage of total population,Males,Active population,42.6,2013-01-01 +9801,Latvia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),33.3,2013-01-01 +9802,Latvia,From 15 to 24 years,Percentage of total population,Females,Active population,36.0,2013-01-01 +9803,Latvia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.0,2013-01-01 +9804,Latvia,From 25 to 54 years,Thousand persons,Total,Active population,736.0,2013-01-01 +9805,Latvia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),654.0,2013-01-01 +9806,Latvia,From 25 to 54 years,Thousand persons,Males,Active population,370.0,2013-01-01 +9807,Latvia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),327.0,2013-01-01 +9808,Latvia,From 25 to 54 years,Thousand persons,Females,Active population,365.0,2013-01-01 +9809,Latvia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),328.0,2013-01-01 +9810,Latvia,From 25 to 54 years,Percentage of total population,Total,Active population,87.6,2013-01-01 +9811,Latvia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.9,2013-01-01 +9812,Latvia,From 25 to 54 years,Percentage of total population,Males,Active population,90.6,2013-01-01 +9813,Latvia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),79.9,2013-01-01 +9814,Latvia,From 25 to 54 years,Percentage of total population,Females,Active population,84.8,2013-01-01 +9815,Latvia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.1,2013-01-01 +9816,Latvia,From 55 to 64 years,Thousand persons,Total,Active population,158.0,2013-01-01 +9817,Latvia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),141.0,2013-01-01 +9818,Latvia,From 55 to 64 years,Thousand persons,Males,Active population,69.0,2013-01-01 +9819,Latvia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),61.0,2013-01-01 +9820,Latvia,From 55 to 64 years,Thousand persons,Females,Active population,88.0,2013-01-01 +9821,Latvia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),80.0,2013-01-01 +9822,Latvia,From 55 to 64 years,Percentage of total population,Total,Active population,61.3,2013-01-01 +9823,Latvia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),54.8,2013-01-01 +9824,Latvia,From 55 to 64 years,Percentage of total population,Males,Active population,62.2,2013-01-01 +9825,Latvia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.2,2013-01-01 +9826,Latvia,From 55 to 64 years,Percentage of total population,Females,Active population,60.5,2013-01-01 +9827,Latvia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),54.6,2013-01-01 +9828,Lithuania,From 15 to 24 years,Thousand persons,Total,Active population,125.0,2013-01-01 +9829,Lithuania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),98.0,2013-01-01 +9830,Lithuania,From 15 to 24 years,Thousand persons,Males,Active population,73.0,2013-01-01 +9831,Lithuania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),56.0,2013-01-01 +9832,Lithuania,From 15 to 24 years,Thousand persons,Females,Active population,52.0,2013-01-01 +9833,Lithuania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),42.0,2013-01-01 +9834,Lithuania,From 15 to 24 years,Percentage of total population,Total,Active population,31.5,2013-01-01 +9835,Lithuania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.6,2013-01-01 +9836,Lithuania,From 15 to 24 years,Percentage of total population,Males,Active population,35.8,2013-01-01 +9837,Lithuania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),27.6,2013-01-01 +9838,Lithuania,From 15 to 24 years,Percentage of total population,Females,Active population,27.0,2013-01-01 +9839,Lithuania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.5,2013-01-01 +9840,Lithuania,From 25 to 54 years,Thousand persons,Total,Active population,1091.0,2013-01-01 +9841,Lithuania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),971.0,2013-01-01 +9842,Lithuania,From 25 to 54 years,Thousand persons,Males,Active population,538.0,2013-01-01 +9843,Lithuania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),474.0,2013-01-01 +9844,Lithuania,From 25 to 54 years,Thousand persons,Females,Active population,553.0,2013-01-01 +9845,Lithuania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),497.0,2013-01-01 +9846,Lithuania,From 25 to 54 years,Percentage of total population,Total,Active population,89.5,2013-01-01 +9847,Lithuania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.6,2013-01-01 +9848,Lithuania,From 25 to 54 years,Percentage of total population,Males,Active population,90.6,2013-01-01 +9849,Lithuania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),79.8,2013-01-01 +9850,Lithuania,From 25 to 54 years,Percentage of total population,Females,Active population,88.4,2013-01-01 +9851,Lithuania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.4,2013-01-01 +9852,Lithuania,From 55 to 64 years,Thousand persons,Total,Active population,220.0,2013-01-01 +9853,Lithuania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),196.0,2013-01-01 +9854,Lithuania,From 55 to 64 years,Thousand persons,Males,Active population,105.0,2013-01-01 +9855,Lithuania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),90.0,2013-01-01 +9856,Lithuania,From 55 to 64 years,Thousand persons,Females,Active population,116.0,2013-01-01 +9857,Lithuania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),106.0,2013-01-01 +9858,Lithuania,From 55 to 64 years,Percentage of total population,Total,Active population,60.1,2013-01-01 +9859,Lithuania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.4,2013-01-01 +9860,Lithuania,From 55 to 64 years,Percentage of total population,Males,Active population,65.2,2013-01-01 +9861,Lithuania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.1,2013-01-01 +9862,Lithuania,From 55 to 64 years,Percentage of total population,Females,Active population,56.1,2013-01-01 +9863,Lithuania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),51.2,2013-01-01 +9864,Luxembourg,From 15 to 24 years,Thousand persons,Total,Active population,16.0,2013-01-01 +9865,Luxembourg,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),13.0,2013-01-01 +9866,Luxembourg,From 15 to 24 years,Thousand persons,Males,Active population,9.0,2013-01-01 +9867,Luxembourg,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),8.0,2013-01-01 +9868,Luxembourg,From 15 to 24 years,Thousand persons,Females,Active population,6.0,2013-01-01 +9869,Luxembourg,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),6.0,2013-01-01 +9870,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Active population,25.9,2013-01-01 +9871,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),21.9,2013-01-01 +9872,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Active population,29.8,2013-01-01 +9873,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.2,2013-01-01 +9874,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Active population,21.8,2013-01-01 +9875,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.4,2013-01-01 +9876,Luxembourg,From 25 to 54 years,Thousand persons,Total,Active population,211.0,2013-01-01 +9877,Luxembourg,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),199.0,2013-01-01 +9878,Luxembourg,From 25 to 54 years,Thousand persons,Males,Active population,115.0,2013-01-01 +9879,Luxembourg,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),110.0,2013-01-01 +9880,Luxembourg,From 25 to 54 years,Thousand persons,Females,Active population,95.0,2013-01-01 +9881,Luxembourg,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),90.0,2013-01-01 +9882,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Active population,87.5,2013-01-01 +9883,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.9,2013-01-01 +9884,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Active population,94.4,2013-01-01 +9885,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.1,2013-01-01 +9886,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Active population,80.5,2013-01-01 +9887,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.5,2013-01-01 +9888,Luxembourg,From 55 to 64 years,Thousand persons,Total,Active population,25.0,2013-01-01 +9889,Luxembourg,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),23.0,2013-01-01 +9890,Luxembourg,From 55 to 64 years,Thousand persons,Males,Active population,15.0,2013-01-01 +9891,Luxembourg,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),14.0,2013-01-01 +9892,Luxembourg,From 55 to 64 years,Thousand persons,Females,Active population,10.0,2013-01-01 +9893,Luxembourg,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),9.0,2013-01-01 +9894,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Active population,42.5,2013-01-01 +9895,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),40.5,2013-01-01 +9896,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Active population,50.5,2013-01-01 +9897,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.3,2013-01-01 +9898,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Active population,34.2,2013-01-01 +9899,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.4,2013-01-01 +9900,Hungary,From 15 to 24 years,Thousand persons,Total,Active population,314.0,2013-01-01 +9901,Hungary,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),231.0,2013-01-01 +9902,Hungary,From 15 to 24 years,Thousand persons,Males,Active population,182.0,2013-01-01 +9903,Hungary,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),135.0,2013-01-01 +9904,Hungary,From 15 to 24 years,Thousand persons,Females,Active population,132.0,2013-01-01 +9905,Hungary,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),95.0,2013-01-01 +9906,Hungary,From 15 to 24 years,Percentage of total population,Total,Active population,27.4,2013-01-01 +9907,Hungary,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),20.1,2013-01-01 +9908,Hungary,From 15 to 24 years,Percentage of total population,Males,Active population,31.0,2013-01-01 +9909,Hungary,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),23.0,2013-01-01 +9910,Hungary,From 15 to 24 years,Percentage of total population,Females,Active population,23.6,2013-01-01 +9911,Hungary,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.0,2013-01-01 +9912,Hungary,From 25 to 54 years,Thousand persons,Total,Active population,3403.0,2013-01-01 +9913,Hungary,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3094.0,2013-01-01 +9914,Hungary,From 25 to 54 years,Thousand persons,Males,Active population,1826.0,2013-01-01 +9915,Hungary,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1660.0,2013-01-01 +9916,Hungary,From 25 to 54 years,Thousand persons,Females,Active population,1578.0,2013-01-01 +9917,Hungary,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1433.0,2013-01-01 +9918,Hungary,From 25 to 54 years,Percentage of total population,Total,Active population,83.3,2013-01-01 +9919,Hungary,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.7,2013-01-01 +9920,Hungary,From 25 to 54 years,Percentage of total population,Males,Active population,89.5,2013-01-01 +9921,Hungary,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.4,2013-01-01 +9922,Hungary,From 25 to 54 years,Percentage of total population,Females,Active population,77.1,2013-01-01 +9923,Hungary,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.0,2013-01-01 +9924,Hungary,From 55 to 64 years,Thousand persons,Total,Active population,582.0,2013-01-01 +9925,Hungary,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),536.0,2013-01-01 +9926,Hungary,From 55 to 64 years,Thousand persons,Males,Active population,316.0,2013-01-01 +9927,Hungary,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),289.0,2013-01-01 +9928,Hungary,From 55 to 64 years,Thousand persons,Females,Active population,267.0,2013-01-01 +9929,Hungary,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),247.0,2013-01-01 +9930,Hungary,From 55 to 64 years,Percentage of total population,Total,Active population,41.2,2013-01-01 +9931,Hungary,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.9,2013-01-01 +9932,Hungary,From 55 to 64 years,Percentage of total population,Males,Active population,49.0,2013-01-01 +9933,Hungary,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),44.8,2013-01-01 +9934,Hungary,From 55 to 64 years,Percentage of total population,Females,Active population,34.7,2013-01-01 +9935,Hungary,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.1,2013-01-01 +9936,Malta,From 15 to 24 years,Thousand persons,Total,Active population,29.0,2013-01-01 +9937,Malta,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),25.0,2013-01-01 +9938,Malta,From 15 to 24 years,Thousand persons,Males,Active population,16.0,2013-01-01 +9939,Malta,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),13.0,2013-01-01 +9940,Malta,From 15 to 24 years,Thousand persons,Females,Active population,13.0,2013-01-01 +9941,Malta,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),12.0,2013-01-01 +9942,Malta,From 15 to 24 years,Percentage of total population,Total,Active population,52.8,2013-01-01 +9943,Malta,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.0,2013-01-01 +9944,Malta,From 15 to 24 years,Percentage of total population,Males,Active population,55.9,2013-01-01 +9945,Malta,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.5,2013-01-01 +9946,Malta,From 15 to 24 years,Percentage of total population,Females,Active population,49.5,2013-01-01 +9947,Malta,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.4,2013-01-01 +9948,Malta,From 25 to 54 years,Thousand persons,Total,Active population,133.0,2013-01-01 +9949,Malta,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),126.0,2013-01-01 +9950,Malta,From 25 to 54 years,Thousand persons,Males,Active population,82.0,2013-01-01 +9951,Malta,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),78.0,2013-01-01 +9952,Malta,From 25 to 54 years,Thousand persons,Females,Active population,51.0,2013-01-01 +9953,Malta,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49.0,2013-01-01 +9954,Malta,From 25 to 54 years,Percentage of total population,Total,Active population,78.1,2013-01-01 +9955,Malta,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.0,2013-01-01 +9956,Malta,From 25 to 54 years,Percentage of total population,Males,Active population,94.4,2013-01-01 +9957,Malta,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.6,2013-01-01 +9958,Malta,From 25 to 54 years,Percentage of total population,Females,Active population,61.1,2013-01-01 +9959,Malta,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),57.8,2013-01-01 +9960,Malta,From 55 to 64 years,Thousand persons,Total,Active population,23.0,2013-01-01 +9961,Malta,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),21.0,2013-01-01 +9962,Malta,From 55 to 64 years,Thousand persons,Males,Active population,17.0,2013-01-01 +9963,Malta,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),16.0,2013-01-01 +9964,Malta,From 55 to 64 years,Thousand persons,Females,Active population,6.0,2013-01-01 +9965,Malta,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),6.0,2013-01-01 +9966,Malta,From 55 to 64 years,Percentage of total population,Total,Active population,38.5,2013-01-01 +9967,Malta,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),36.3,2013-01-01 +9968,Malta,From 55 to 64 years,Percentage of total population,Males,Active population,57.2,2013-01-01 +9969,Malta,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.9,2013-01-01 +9970,Malta,From 55 to 64 years,Percentage of total population,Females,Active population,19.7,2013-01-01 +9971,Malta,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.7,2013-01-01 +9972,Netherlands,From 15 to 24 years,Thousand persons,Total,Active population,1411.0,2013-01-01 +9973,Netherlands,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1225.0,2013-01-01 +9974,Netherlands,From 15 to 24 years,Thousand persons,Males,Active population,709.0,2013-01-01 +9975,Netherlands,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),613.0,2013-01-01 +9976,Netherlands,From 15 to 24 years,Thousand persons,Females,Active population,703.0,2013-01-01 +9977,Netherlands,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),612.0,2013-01-01 +9978,Netherlands,From 15 to 24 years,Percentage of total population,Total,Active population,69.2,2013-01-01 +9979,Netherlands,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),60.1,2013-01-01 +9980,Netherlands,From 15 to 24 years,Percentage of total population,Males,Active population,68.4,2013-01-01 +9981,Netherlands,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.2,2013-01-01 +9982,Netherlands,From 15 to 24 years,Percentage of total population,Females,Active population,70.0,2013-01-01 +9983,Netherlands,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),61.0,2013-01-01 +9984,Netherlands,From 25 to 54 years,Thousand persons,Total,Active population,5964.0,2013-01-01 +9985,Netherlands,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),5604.0,2013-01-01 +9986,Netherlands,From 25 to 54 years,Thousand persons,Males,Active population,3156.0,2013-01-01 +9987,Netherlands,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2970.0,2013-01-01 +9988,Netherlands,From 25 to 54 years,Thousand persons,Females,Active population,2808.0,2013-01-01 +9989,Netherlands,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2634.0,2013-01-01 +9990,Netherlands,From 25 to 54 years,Percentage of total population,Total,Active population,87.4,2013-01-01 +9991,Netherlands,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.2,2013-01-01 +9992,Netherlands,From 25 to 54 years,Percentage of total population,Males,Active population,92.3,2013-01-01 +9993,Netherlands,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.8,2013-01-01 +9994,Netherlands,From 25 to 54 years,Percentage of total population,Females,Active population,82.6,2013-01-01 +9995,Netherlands,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),77.5,2013-01-01 +9996,Netherlands,From 55 to 64 years,Thousand persons,Total,Active population,1367.0,2013-01-01 +9997,Netherlands,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1275.0,2013-01-01 +9998,Netherlands,From 55 to 64 years,Thousand persons,Males,Active population,799.0,2013-01-01 +9999,Netherlands,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),741.0,2013-01-01 +10000,Netherlands,From 55 to 64 years,Thousand persons,Females,Active population,569.0,2013-01-01 +10001,Netherlands,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),533.0,2013-01-01 +10002,Netherlands,From 55 to 64 years,Percentage of total population,Total,Active population,63.5,2013-01-01 +10003,Netherlands,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),59.2,2013-01-01 +10004,Netherlands,From 55 to 64 years,Percentage of total population,Males,Active population,74.2,2013-01-01 +10005,Netherlands,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),68.9,2013-01-01 +10006,Netherlands,From 55 to 64 years,Percentage of total population,Females,Active population,52.8,2013-01-01 +10007,Netherlands,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.5,2013-01-01 +10008,Austria,From 15 to 24 years,Thousand persons,Total,Active population,577.0,2013-01-01 +10009,Austria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),521.0,2013-01-01 +10010,Austria,From 15 to 24 years,Thousand persons,Males,Active population,305.0,2013-01-01 +10011,Austria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),277.0,2013-01-01 +10012,Austria,From 15 to 24 years,Thousand persons,Females,Active population,271.0,2013-01-01 +10013,Austria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),244.0,2013-01-01 +10014,Austria,From 15 to 24 years,Percentage of total population,Total,Active population,58.8,2013-01-01 +10015,Austria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.1,2013-01-01 +10016,Austria,From 15 to 24 years,Percentage of total population,Males,Active population,62.3,2013-01-01 +10017,Austria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.4,2013-01-01 +10018,Austria,From 15 to 24 years,Percentage of total population,Females,Active population,55.3,2013-01-01 +10019,Austria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.8,2013-01-01 +10020,Austria,From 25 to 54 years,Thousand persons,Total,Active population,3225.0,2013-01-01 +10021,Austria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3067.0,2013-01-01 +10022,Austria,From 25 to 54 years,Thousand persons,Males,Active population,1681.0,2013-01-01 +10023,Austria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1597.0,2013-01-01 +10024,Austria,From 25 to 54 years,Thousand persons,Females,Active population,1544.0,2013-01-01 +10025,Austria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1470.0,2013-01-01 +10026,Austria,From 25 to 54 years,Percentage of total population,Total,Active population,88.3,2013-01-01 +10027,Austria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.0,2013-01-01 +10028,Austria,From 25 to 54 years,Percentage of total population,Males,Active population,92.1,2013-01-01 +10029,Austria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.5,2013-01-01 +10030,Austria,From 25 to 54 years,Percentage of total population,Females,Active population,84.5,2013-01-01 +10031,Austria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.5,2013-01-01 +10032,Austria,From 55 to 64 years,Thousand persons,Total,Active population,460.0,2013-01-01 +10033,Austria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),442.0,2013-01-01 +10034,Austria,From 55 to 64 years,Thousand persons,Males,Active population,271.0,2013-01-01 +10035,Austria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),259.0,2013-01-01 +10036,Austria,From 55 to 64 years,Thousand persons,Females,Active population,189.0,2013-01-01 +10037,Austria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),183.0,2013-01-01 +10038,Austria,From 55 to 64 years,Percentage of total population,Total,Active population,45.5,2013-01-01 +10039,Austria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),43.8,2013-01-01 +10040,Austria,From 55 to 64 years,Percentage of total population,Males,Active population,55.1,2013-01-01 +10041,Austria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.8,2013-01-01 +10042,Austria,From 55 to 64 years,Percentage of total population,Females,Active population,36.4,2013-01-01 +10043,Austria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.2,2013-01-01 +10044,Poland,From 15 to 24 years,Thousand persons,Total,Active population,1492.0,2013-01-01 +10045,Poland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1085.0,2013-01-01 +10046,Poland,From 15 to 24 years,Thousand persons,Males,Active population,884.0,2013-01-01 +10047,Poland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),660.0,2013-01-01 +10048,Poland,From 15 to 24 years,Thousand persons,Females,Active population,608.0,2013-01-01 +10049,Poland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),425.0,2013-01-01 +10050,Poland,From 15 to 24 years,Percentage of total population,Total,Active population,33.3,2013-01-01 +10051,Poland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.2,2013-01-01 +10052,Poland,From 15 to 24 years,Percentage of total population,Males,Active population,38.4,2013-01-01 +10053,Poland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),28.6,2013-01-01 +10054,Poland,From 15 to 24 years,Percentage of total population,Females,Active population,27.9,2013-01-01 +10055,Poland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.5,2013-01-01 +10056,Poland,From 25 to 54 years,Thousand persons,Total,Active population,13230.0,2013-01-01 +10057,Poland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),12033.0,2013-01-01 +10058,Poland,From 25 to 54 years,Thousand persons,Males,Active population,7099.0,2013-01-01 +10059,Poland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),6518.0,2013-01-01 +10060,Poland,From 25 to 54 years,Thousand persons,Females,Active population,6131.0,2013-01-01 +10061,Poland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),5516.0,2013-01-01 +10062,Poland,From 25 to 54 years,Percentage of total population,Total,Active population,84.6,2013-01-01 +10063,Poland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.0,2013-01-01 +10064,Poland,From 25 to 54 years,Percentage of total population,Males,Active population,90.0,2013-01-01 +10065,Poland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.7,2013-01-01 +10066,Poland,From 25 to 54 years,Percentage of total population,Females,Active population,79.1,2013-01-01 +10067,Poland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.2,2013-01-01 +10068,Poland,From 55 to 64 years,Thousand persons,Total,Active population,2379.0,2013-01-01 +10069,Poland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2195.0,2013-01-01 +10070,Poland,From 55 to 64 years,Thousand persons,Males,Active population,1426.0,2013-01-01 +10071,Poland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1308.0,2013-01-01 +10072,Poland,From 55 to 64 years,Thousand persons,Females,Active population,953.0,2013-01-01 +10073,Poland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),887.0,2013-01-01 +10074,Poland,From 55 to 64 years,Percentage of total population,Total,Active population,44.0,2013-01-01 +10075,Poland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),40.6,2013-01-01 +10076,Poland,From 55 to 64 years,Percentage of total population,Males,Active population,55.9,2013-01-01 +10077,Poland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),51.3,2013-01-01 +10078,Poland,From 55 to 64 years,Percentage of total population,Females,Active population,33.3,2013-01-01 +10079,Poland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.0,2013-01-01 +10080,Portugal,From 15 to 24 years,Thousand persons,Total,Active population,389.0,2013-01-01 +10081,Portugal,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),241.0,2013-01-01 +10082,Portugal,From 15 to 24 years,Thousand persons,Males,Active population,204.0,2013-01-01 +10083,Portugal,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),129.0,2013-01-01 +10084,Portugal,From 15 to 24 years,Thousand persons,Females,Active population,185.0,2013-01-01 +10085,Portugal,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),112.0,2013-01-01 +10086,Portugal,From 15 to 24 years,Percentage of total population,Total,Active population,35.0,2013-01-01 +10087,Portugal,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),21.7,2013-01-01 +10088,Portugal,From 15 to 24 years,Percentage of total population,Males,Active population,36.2,2013-01-01 +10089,Portugal,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),22.9,2013-01-01 +10090,Portugal,From 15 to 24 years,Percentage of total population,Females,Active population,33.8,2013-01-01 +10091,Portugal,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.4,2013-01-01 +10092,Portugal,From 25 to 54 years,Thousand persons,Total,Active population,3897.0,2013-01-01 +10093,Portugal,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3292.0,2013-01-01 +10094,Portugal,From 25 to 54 years,Thousand persons,Males,Active population,1951.0,2013-01-01 +10095,Portugal,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1650.0,2013-01-01 +10096,Portugal,From 25 to 54 years,Thousand persons,Females,Active population,1945.0,2013-01-01 +10097,Portugal,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1642.0,2013-01-01 +10098,Portugal,From 25 to 54 years,Percentage of total population,Total,Active population,88.3,2013-01-01 +10099,Portugal,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.6,2013-01-01 +10100,Portugal,From 25 to 54 years,Percentage of total population,Males,Active population,91.1,2013-01-01 +10101,Portugal,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),77.1,2013-01-01 +10102,Portugal,From 25 to 54 years,Percentage of total population,Females,Active population,85.5,2013-01-01 +10103,Portugal,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.2,2013-01-01 +10104,Portugal,From 55 to 64 years,Thousand persons,Total,Active population,724.0,2013-01-01 +10105,Portugal,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),625.0,2013-01-01 +10106,Portugal,From 55 to 64 years,Thousand persons,Males,Active population,395.0,2013-01-01 +10107,Portugal,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),337.0,2013-01-01 +10108,Portugal,From 55 to 64 years,Thousand persons,Females,Active population,329.0,2013-01-01 +10109,Portugal,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),288.0,2013-01-01 +10110,Portugal,From 55 to 64 years,Percentage of total population,Total,Active population,54.4,2013-01-01 +10111,Portugal,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.9,2013-01-01 +10112,Portugal,From 55 to 64 years,Percentage of total population,Males,Active population,62.7,2013-01-01 +10113,Portugal,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.5,2013-01-01 +10114,Portugal,From 55 to 64 years,Percentage of total population,Females,Active population,46.9,2013-01-01 +10115,Portugal,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.0,2013-01-01 +10116,Romania,From 15 to 24 years,Thousand persons,Total,Active population,705.0,2013-01-01 +10117,Romania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),537.0,2013-01-01 +10118,Romania,From 15 to 24 years,Thousand persons,Males,Active population,424.0,2013-01-01 +10119,Romania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),326.0,2013-01-01 +10120,Romania,From 15 to 24 years,Thousand persons,Females,Active population,280.0,2013-01-01 +10121,Romania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),211.0,2013-01-01 +10122,Romania,From 15 to 24 years,Percentage of total population,Total,Active population,30.1,2013-01-01 +10123,Romania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),22.9,2013-01-01 +10124,Romania,From 15 to 24 years,Percentage of total population,Males,Active population,35.1,2013-01-01 +10125,Romania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),27.0,2013-01-01 +10126,Romania,From 15 to 24 years,Percentage of total population,Females,Active population,24.7,2013-01-01 +10127,Romania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.6,2013-01-01 +10128,Romania,From 25 to 54 years,Thousand persons,Total,Active population,6932.0,2013-01-01 +10129,Romania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),6490.0,2013-01-01 +10130,Romania,From 25 to 54 years,Thousand persons,Males,Active population,3899.0,2013-01-01 +10131,Romania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3630.0,2013-01-01 +10132,Romania,From 25 to 54 years,Thousand persons,Females,Active population,3033.0,2013-01-01 +10133,Romania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2860.0,2013-01-01 +10134,Romania,From 25 to 54 years,Percentage of total population,Total,Active population,81.5,2013-01-01 +10135,Romania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.3,2013-01-01 +10136,Romania,From 25 to 54 years,Percentage of total population,Males,Active population,90.0,2013-01-01 +10137,Romania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.8,2013-01-01 +10138,Romania,From 25 to 54 years,Percentage of total population,Females,Active population,72.7,2013-01-01 +10139,Romania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),68.6,2013-01-01 +10140,Romania,From 55 to 64 years,Thousand persons,Total,Active population,1196.0,2013-01-01 +10141,Romania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1151.0,2013-01-01 +10142,Romania,From 55 to 64 years,Thousand persons,Males,Active population,697.0,2013-01-01 +10143,Romania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),665.0,2013-01-01 +10144,Romania,From 55 to 64 years,Thousand persons,Females,Active population,498.0,2013-01-01 +10145,Romania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),486.0,2013-01-01 +10146,Romania,From 55 to 64 years,Percentage of total population,Total,Active population,43.4,2013-01-01 +10147,Romania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.8,2013-01-01 +10148,Romania,From 55 to 64 years,Percentage of total population,Males,Active population,53.9,2013-01-01 +10149,Romania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),51.4,2013-01-01 +10150,Romania,From 55 to 64 years,Percentage of total population,Females,Active population,34.1,2013-01-01 +10151,Romania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.2,2013-01-01 +10152,Slovenia,From 15 to 24 years,Thousand persons,Total,Active population,74.0,2013-01-01 +10153,Slovenia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),58.0,2013-01-01 +10154,Slovenia,From 15 to 24 years,Thousand persons,Males,Active population,42.0,2013-01-01 +10155,Slovenia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),34.0,2013-01-01 +10156,Slovenia,From 15 to 24 years,Thousand persons,Females,Active population,31.0,2013-01-01 +10157,Slovenia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),24.0,2013-01-01 +10158,Slovenia,From 15 to 24 years,Percentage of total population,Total,Active population,33.8,2013-01-01 +10159,Slovenia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),26.5,2013-01-01 +10160,Slovenia,From 15 to 24 years,Percentage of total population,Males,Active population,37.1,2013-01-01 +10161,Slovenia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.7,2013-01-01 +10162,Slovenia,From 15 to 24 years,Percentage of total population,Females,Active population,30.2,2013-01-01 +10163,Slovenia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.0,2013-01-01 +10164,Slovenia,From 25 to 54 years,Thousand persons,Total,Active population,811.0,2013-01-01 +10165,Slovenia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),733.0,2013-01-01 +10166,Slovenia,From 25 to 54 years,Thousand persons,Males,Active population,427.0,2013-01-01 +10167,Slovenia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),389.0,2013-01-01 +10168,Slovenia,From 25 to 54 years,Thousand persons,Females,Active population,384.0,2013-01-01 +10169,Slovenia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),343.0,2013-01-01 +10170,Slovenia,From 25 to 54 years,Percentage of total population,Total,Active population,90.7,2013-01-01 +10171,Slovenia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.9,2013-01-01 +10172,Slovenia,From 25 to 54 years,Percentage of total population,Males,Active population,92.6,2013-01-01 +10173,Slovenia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.3,2013-01-01 +10174,Slovenia,From 25 to 54 years,Percentage of total population,Females,Active population,88.7,2013-01-01 +10175,Slovenia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.3,2013-01-01 +10176,Slovenia,From 55 to 64 years,Thousand persons,Total,Active population,105.0,2013-01-01 +10177,Slovenia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),98.0,2013-01-01 +10178,Slovenia,From 55 to 64 years,Thousand persons,Males,Active population,66.0,2013-01-01 +10179,Slovenia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),61.0,2013-01-01 +10180,Slovenia,From 55 to 64 years,Thousand persons,Females,Active population,39.0,2013-01-01 +10181,Slovenia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),37.0,2013-01-01 +10182,Slovenia,From 55 to 64 years,Percentage of total population,Total,Active population,36.0,2013-01-01 +10183,Slovenia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.5,2013-01-01 +10184,Slovenia,From 55 to 64 years,Percentage of total population,Males,Active population,45.1,2013-01-01 +10185,Slovenia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),41.8,2013-01-01 +10186,Slovenia,From 55 to 64 years,Percentage of total population,Females,Active population,27.0,2013-01-01 +10187,Slovenia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.2,2013-01-01 +10188,Slovakia,From 15 to 24 years,Thousand persons,Total,Active population,217.0,2013-01-01 +10189,Slovakia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),144.0,2013-01-01 +10190,Slovakia,From 15 to 24 years,Thousand persons,Males,Active population,135.0,2013-01-01 +10191,Slovakia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),88.0,2013-01-01 +10192,Slovakia,From 15 to 24 years,Thousand persons,Females,Active population,82.0,2013-01-01 +10193,Slovakia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),56.0,2013-01-01 +10194,Slovakia,From 15 to 24 years,Percentage of total population,Total,Active population,30.8,2013-01-01 +10195,Slovakia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),20.4,2013-01-01 +10196,Slovakia,From 15 to 24 years,Percentage of total population,Males,Active population,37.6,2013-01-01 +10197,Slovakia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.4,2013-01-01 +10198,Slovakia,From 15 to 24 years,Percentage of total population,Females,Active population,23.7,2013-01-01 +10199,Slovakia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),16.2,2013-01-01 +10200,Slovakia,From 25 to 54 years,Thousand persons,Total,Active population,2128.0,2013-01-01 +10201,Slovakia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1855.0,2013-01-01 +10202,Slovakia,From 25 to 54 years,Thousand persons,Males,Active population,1159.0,2013-01-01 +10203,Slovakia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1018.0,2013-01-01 +10204,Slovakia,From 25 to 54 years,Thousand persons,Females,Active population,969.0,2013-01-01 +10205,Slovakia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),837.0,2013-01-01 +10206,Slovakia,From 25 to 54 years,Percentage of total population,Total,Active population,87.2,2013-01-01 +10207,Slovakia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.0,2013-01-01 +10208,Slovakia,From 25 to 54 years,Percentage of total population,Males,Active population,93.6,2013-01-01 +10209,Slovakia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.2,2013-01-01 +10210,Slovakia,From 25 to 54 years,Percentage of total population,Females,Active population,80.5,2013-01-01 +10211,Slovakia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),69.6,2013-01-01 +10212,Slovakia,From 55 to 64 years,Thousand persons,Total,Active population,359.0,2013-01-01 +10213,Slovakia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),319.0,2013-01-01 +10214,Slovakia,From 55 to 64 years,Thousand persons,Males,Active population,204.0,2013-01-01 +10215,Slovakia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),183.0,2013-01-01 +10216,Slovakia,From 55 to 64 years,Thousand persons,Females,Active population,154.0,2013-01-01 +10217,Slovakia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),136.0,2013-01-01 +10218,Slovakia,From 55 to 64 years,Percentage of total population,Total,Active population,49.5,2013-01-01 +10219,Slovakia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.0,2013-01-01 +10220,Slovakia,From 55 to 64 years,Percentage of total population,Males,Active population,59.5,2013-01-01 +10221,Slovakia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.3,2013-01-01 +10222,Slovakia,From 55 to 64 years,Percentage of total population,Females,Active population,40.4,2013-01-01 +10223,Slovakia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.7,2013-01-01 +10224,Finland,From 15 to 24 years,Thousand persons,Total,Active population,331.0,2013-01-01 +10225,Finland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),265.0,2013-01-01 +10226,Finland,From 15 to 24 years,Thousand persons,Males,Active population,161.0,2013-01-01 +10227,Finland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),124.0,2013-01-01 +10228,Finland,From 15 to 24 years,Thousand persons,Females,Active population,169.0,2013-01-01 +10229,Finland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),140.0,2013-01-01 +10230,Finland,From 15 to 24 years,Percentage of total population,Total,Active population,51.8,2013-01-01 +10231,Finland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.5,2013-01-01 +10232,Finland,From 15 to 24 years,Percentage of total population,Males,Active population,50.8,2013-01-01 +10233,Finland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),39.1,2013-01-01 +10234,Finland,From 15 to 24 years,Percentage of total population,Females,Active population,52.9,2013-01-01 +10235,Finland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.9,2013-01-01 +10236,Finland,From 25 to 54 years,Thousand persons,Total,Active population,1811.0,2013-01-01 +10237,Finland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1692.0,2013-01-01 +10238,Finland,From 25 to 54 years,Thousand persons,Males,Active population,957.0,2013-01-01 +10239,Finland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),891.0,2013-01-01 +10240,Finland,From 25 to 54 years,Thousand persons,Females,Active population,854.0,2013-01-01 +10241,Finland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),801.0,2013-01-01 +10242,Finland,From 25 to 54 years,Percentage of total population,Total,Active population,86.8,2013-01-01 +10243,Finland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.0,2013-01-01 +10244,Finland,From 25 to 54 years,Percentage of total population,Males,Active population,90.1,2013-01-01 +10245,Finland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.9,2013-01-01 +10246,Finland,From 25 to 54 years,Percentage of total population,Females,Active population,83.3,2013-01-01 +10247,Finland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.1,2013-01-01 +10248,Finland,From 55 to 64 years,Thousand persons,Total,Active population,480.0,2013-01-01 +10249,Finland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),446.0,2013-01-01 +10250,Finland,From 55 to 64 years,Thousand persons,Males,Active population,231.0,2013-01-01 +10251,Finland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),212.0,2013-01-01 +10252,Finland,From 55 to 64 years,Thousand persons,Females,Active population,249.0,2013-01-01 +10253,Finland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),234.0,2013-01-01 +10254,Finland,From 55 to 64 years,Percentage of total population,Total,Active population,62.9,2013-01-01 +10255,Finland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),58.5,2013-01-01 +10256,Finland,From 55 to 64 years,Percentage of total population,Males,Active population,61.5,2013-01-01 +10257,Finland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.5,2013-01-01 +10258,Finland,From 55 to 64 years,Percentage of total population,Females,Active population,64.3,2013-01-01 +10259,Finland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),60.5,2013-01-01 +10260,Sweden,From 15 to 24 years,Thousand persons,Total,Active population,668.0,2013-01-01 +10261,Sweden,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),510.0,2013-01-01 +10262,Sweden,From 15 to 24 years,Thousand persons,Males,Active population,339.0,2013-01-01 +10263,Sweden,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),255.0,2013-01-01 +10264,Sweden,From 15 to 24 years,Thousand persons,Females,Active population,329.0,2013-01-01 +10265,Sweden,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),255.0,2013-01-01 +10266,Sweden,From 15 to 24 years,Percentage of total population,Total,Active population,54.5,2013-01-01 +10267,Sweden,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.7,2013-01-01 +10268,Sweden,From 15 to 24 years,Percentage of total population,Males,Active population,53.9,2013-01-01 +10269,Sweden,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.5,2013-01-01 +10270,Sweden,From 15 to 24 years,Percentage of total population,Females,Active population,55.2,2013-01-01 +10271,Sweden,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.9,2013-01-01 +10272,Sweden,From 25 to 54 years,Thousand persons,Total,Active population,3402.0,2013-01-01 +10273,Sweden,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3196.0,2013-01-01 +10274,Sweden,From 25 to 54 years,Thousand persons,Males,Active population,1782.0,2013-01-01 +10275,Sweden,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1675.0,2013-01-01 +10276,Sweden,From 25 to 54 years,Thousand persons,Females,Active population,1620.0,2013-01-01 +10277,Sweden,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1521.0,2013-01-01 +10278,Sweden,From 25 to 54 years,Percentage of total population,Total,Active population,90.9,2013-01-01 +10279,Sweden,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),85.4,2013-01-01 +10280,Sweden,From 25 to 54 years,Percentage of total population,Males,Active population,93.6,2013-01-01 +10281,Sweden,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.0,2013-01-01 +10282,Sweden,From 25 to 54 years,Percentage of total population,Females,Active population,88.1,2013-01-01 +10283,Sweden,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.7,2013-01-01 +10284,Sweden,From 55 to 64 years,Thousand persons,Total,Active population,894.0,2013-01-01 +10285,Sweden,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),848.0,2013-01-01 +10286,Sweden,From 55 to 64 years,Thousand persons,Males,Active population,471.0,2013-01-01 +10287,Sweden,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),444.0,2013-01-01 +10288,Sweden,From 55 to 64 years,Thousand persons,Females,Active population,422.0,2013-01-01 +10289,Sweden,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),404.0,2013-01-01 +10290,Sweden,From 55 to 64 years,Percentage of total population,Total,Active population,77.5,2013-01-01 +10291,Sweden,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),73.6,2013-01-01 +10292,Sweden,From 55 to 64 years,Percentage of total population,Males,Active population,81.6,2013-01-01 +10293,Sweden,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),76.9,2013-01-01 +10294,Sweden,From 55 to 64 years,Percentage of total population,Females,Active population,73.4,2013-01-01 +10295,Sweden,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.3,2013-01-01 +10296,United Kingdom,From 15 to 24 years,Thousand persons,Total,Active population,4542.0,2013-01-01 +10297,United Kingdom,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3602.0,2013-01-01 +10298,United Kingdom,From 15 to 24 years,Thousand persons,Males,Active population,2373.0,2013-01-01 +10299,United Kingdom,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1827.0,2013-01-01 +10300,United Kingdom,From 15 to 24 years,Thousand persons,Females,Active population,2168.0,2013-01-01 +10301,United Kingdom,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1775.0,2013-01-01 +10302,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Active population,58.3,2013-01-01 +10303,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.3,2013-01-01 +10304,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Active population,60.2,2013-01-01 +10305,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.4,2013-01-01 +10306,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Active population,56.4,2013-01-01 +10307,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),46.2,2013-01-01 +10308,United Kingdom,From 25 to 54 years,Thousand persons,Total,Active population,22236.0,2013-01-01 +10309,United Kingdom,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20978.0,2013-01-01 +10310,United Kingdom,From 25 to 54 years,Thousand persons,Males,Active population,11795.0,2013-01-01 +10311,United Kingdom,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),11115.0,2013-01-01 +10312,United Kingdom,From 25 to 54 years,Thousand persons,Females,Active population,10440.0,2013-01-01 +10313,United Kingdom,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9863.0,2013-01-01 +10314,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Active population,85.7,2013-01-01 +10315,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.8,2013-01-01 +10316,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Active population,92.0,2013-01-01 +10317,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.7,2013-01-01 +10318,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Active population,79.5,2013-01-01 +10319,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.1,2013-01-01 +10320,United Kingdom,From 55 to 64 years,Thousand persons,Total,Active population,4556.0,2013-01-01 +10321,United Kingdom,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),4337.0,2013-01-01 +10322,United Kingdom,From 55 to 64 years,Thousand persons,Males,Active population,2516.0,2013-01-01 +10323,United Kingdom,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2380.0,2013-01-01 +10324,United Kingdom,From 55 to 64 years,Thousand persons,Females,Active population,2040.0,2013-01-01 +10325,United Kingdom,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1957.0,2013-01-01 +10326,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Active population,62.8,2013-01-01 +10327,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),59.8,2013-01-01 +10328,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Active population,70.6,2013-01-01 +10329,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),66.8,2013-01-01 +10330,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Active population,55.3,2013-01-01 +10331,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),53.0,2013-01-01 +10332,Iceland,From 15 to 24 years,Thousand persons,Total,Active population,32.0,2013-01-01 +10333,Iceland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),28.0,2013-01-01 +10334,Iceland,From 15 to 24 years,Thousand persons,Males,Active population,16.0,2013-01-01 +10335,Iceland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),14.0,2013-01-01 +10336,Iceland,From 15 to 24 years,Thousand persons,Females,Active population,16.0,2013-01-01 +10337,Iceland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),15.0,2013-01-01 +10338,Iceland,From 15 to 24 years,Percentage of total population,Total,Active population,78.0,2013-01-01 +10339,Iceland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),69.7,2013-01-01 +10340,Iceland,From 15 to 24 years,Percentage of total population,Males,Active population,74.8,2013-01-01 +10341,Iceland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),64.7,2013-01-01 +10342,Iceland,From 15 to 24 years,Percentage of total population,Females,Active population,81.5,2013-01-01 +10343,Iceland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.2,2013-01-01 +10344,Iceland,From 25 to 54 years,Thousand persons,Total,Active population,113.0,2013-01-01 +10345,Iceland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),107.0,2013-01-01 +10346,Iceland,From 25 to 54 years,Thousand persons,Males,Active population,59.0,2013-01-01 +10347,Iceland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),56.0,2013-01-01 +10348,Iceland,From 25 to 54 years,Thousand persons,Females,Active population,54.0,2013-01-01 +10349,Iceland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),51.0,2013-01-01 +10350,Iceland,From 25 to 54 years,Percentage of total population,Total,Active population,88.9,2013-01-01 +10351,Iceland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.7,2013-01-01 +10352,Iceland,From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2013-01-01 +10353,Iceland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.2,2013-01-01 +10354,Iceland,From 25 to 54 years,Percentage of total population,Females,Active population,85.5,2013-01-01 +10355,Iceland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),81.3,2013-01-01 +10356,Iceland,From 55 to 64 years,Thousand persons,Total,Active population,30.0,2013-01-01 +10357,Iceland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),29.0,2013-01-01 +10358,Iceland,From 55 to 64 years,Thousand persons,Males,Active population,16.0,2013-01-01 +10359,Iceland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),16.0,2013-01-01 +10360,Iceland,From 55 to 64 years,Thousand persons,Females,Active population,14.0,2013-01-01 +10361,Iceland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),14.0,2013-01-01 +10362,Iceland,From 55 to 64 years,Percentage of total population,Total,Active population,83.8,2013-01-01 +10363,Iceland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.1,2013-01-01 +10364,Iceland,From 55 to 64 years,Percentage of total population,Males,Active population,89.9,2013-01-01 +10365,Iceland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.2,2013-01-01 +10366,Iceland,From 55 to 64 years,Percentage of total population,Females,Active population,77.7,2013-01-01 +10367,Iceland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.1,2013-01-01 +10368,Norway,From 15 to 24 years,Thousand persons,Total,Active population,375.0,2013-01-01 +10369,Norway,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),341.0,2013-01-01 +10370,Norway,From 15 to 24 years,Thousand persons,Males,Active population,188.0,2013-01-01 +10371,Norway,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),168.0,2013-01-01 +10372,Norway,From 15 to 24 years,Thousand persons,Females,Active population,187.0,2013-01-01 +10373,Norway,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),173.0,2013-01-01 +10374,Norway,From 15 to 24 years,Percentage of total population,Total,Active population,57.0,2013-01-01 +10375,Norway,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.8,2013-01-01 +10376,Norway,From 15 to 24 years,Percentage of total population,Males,Active population,55.9,2013-01-01 +10377,Norway,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),49.9,2013-01-01 +10378,Norway,From 15 to 24 years,Percentage of total population,Females,Active population,58.2,2013-01-01 +10379,Norway,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),53.8,2013-01-01 +10380,Norway,From 25 to 54 years,Thousand persons,Total,Active population,1808.0,2013-01-01 +10381,Norway,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1756.0,2013-01-01 +10382,Norway,From 25 to 54 years,Thousand persons,Males,Active population,956.0,2013-01-01 +10383,Norway,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),929.0,2013-01-01 +10384,Norway,From 25 to 54 years,Thousand persons,Females,Active population,852.0,2013-01-01 +10385,Norway,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),828.0,2013-01-01 +10386,Norway,From 25 to 54 years,Percentage of total population,Total,Active population,86.6,2013-01-01 +10387,Norway,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.1,2013-01-01 +10388,Norway,From 25 to 54 years,Percentage of total population,Males,Active population,89.1,2013-01-01 +10389,Norway,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.5,2013-01-01 +10390,Norway,From 25 to 54 years,Percentage of total population,Females,Active population,84.0,2013-01-01 +10391,Norway,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),81.5,2013-01-01 +10392,Norway,From 55 to 64 years,Thousand persons,Total,Active population,428.0,2013-01-01 +10393,Norway,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),423.0,2013-01-01 +10394,Norway,From 55 to 64 years,Thousand persons,Males,Active population,228.0,2013-01-01 +10395,Norway,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),225.0,2013-01-01 +10396,Norway,From 55 to 64 years,Thousand persons,Females,Active population,200.0,2013-01-01 +10397,Norway,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),198.0,2013-01-01 +10398,Norway,From 55 to 64 years,Percentage of total population,Total,Active population,72.0,2013-01-01 +10399,Norway,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),71.1,2013-01-01 +10400,Norway,From 55 to 64 years,Percentage of total population,Males,Active population,75.9,2013-01-01 +10401,Norway,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),74.9,2013-01-01 +10402,Norway,From 55 to 64 years,Percentage of total population,Females,Active population,67.9,2013-01-01 +10403,Norway,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),67.1,2013-01-01 +10404,Switzerland,From 15 to 24 years,Thousand persons,Total,Active population,630.0,2013-01-01 +10405,Switzerland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),576.0,2013-01-01 +10406,Switzerland,From 15 to 24 years,Thousand persons,Males,Active population,326.0,2013-01-01 +10407,Switzerland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),297.0,2013-01-01 +10408,Switzerland,From 15 to 24 years,Thousand persons,Females,Active population,304.0,2013-01-01 +10409,Switzerland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),278.0,2013-01-01 +10410,Switzerland,From 15 to 24 years,Percentage of total population,Total,Active population,67.7,2013-01-01 +10411,Switzerland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.9,2013-01-01 +10412,Switzerland,From 15 to 24 years,Percentage of total population,Males,Active population,68.8,2013-01-01 +10413,Switzerland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),62.7,2013-01-01 +10414,Switzerland,From 15 to 24 years,Percentage of total population,Females,Active population,66.5,2013-01-01 +10415,Switzerland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),61.0,2013-01-01 +10416,Switzerland,From 25 to 54 years,Thousand persons,Total,Active population,3165.0,2013-01-01 +10417,Switzerland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3036.0,2013-01-01 +10418,Switzerland,From 25 to 54 years,Thousand persons,Males,Active population,1693.0,2013-01-01 +10419,Switzerland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1627.0,2013-01-01 +10420,Switzerland,From 25 to 54 years,Thousand persons,Females,Active population,1472.0,2013-01-01 +10421,Switzerland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1409.0,2013-01-01 +10422,Switzerland,From 25 to 54 years,Percentage of total population,Total,Active population,90.1,2013-01-01 +10423,Switzerland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),86.4,2013-01-01 +10424,Switzerland,From 25 to 54 years,Percentage of total population,Males,Active population,95.6,2013-01-01 +10425,Switzerland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),91.8,2013-01-01 +10426,Switzerland,From 25 to 54 years,Percentage of total population,Females,Active population,84.5,2013-01-01 +10427,Switzerland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.9,2013-01-01 +10428,Switzerland,From 55 to 64 years,Thousand persons,Total,Active population,719.0,2013-01-01 +10429,Switzerland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),697.0,2013-01-01 +10430,Switzerland,From 55 to 64 years,Thousand persons,Males,Active population,400.0,2013-01-01 +10431,Switzerland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),388.0,2013-01-01 +10432,Switzerland,From 55 to 64 years,Thousand persons,Females,Active population,319.0,2013-01-01 +10433,Switzerland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),310.0,2013-01-01 +10434,Switzerland,From 55 to 64 years,Percentage of total population,Total,Active population,73.9,2013-01-01 +10435,Switzerland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),71.7,2013-01-01 +10436,Switzerland,From 55 to 64 years,Percentage of total population,Males,Active population,82.4,2013-01-01 +10437,Switzerland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),79.9,2013-01-01 +10438,Switzerland,From 55 to 64 years,Percentage of total population,Females,Active population,65.4,2013-01-01 +10439,Switzerland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),63.6,2013-01-01 +10440,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Active population,100.0,2013-01-01 +10441,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),48.0,2013-01-01 +10442,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Active population,61.0,2013-01-01 +10443,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),29.0,2013-01-01 +10444,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Active population,39.0,2013-01-01 +10445,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),19.0,2013-01-01 +10446,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Active population,33.6,2013-01-01 +10447,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),16.2,2013-01-01 +10448,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Active population,39.9,2013-01-01 +10449,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),18.9,2013-01-01 +10450,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Active population,27.1,2013-01-01 +10451,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),13.3,2013-01-01 +10452,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Active population,725.0,2013-01-01 +10453,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),530.0,2013-01-01 +10454,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Active population,428.0,2013-01-01 +10455,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),314.0,2013-01-01 +10456,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Active population,297.0,2013-01-01 +10457,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),216.0,2013-01-01 +10458,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Active population,79.2,2013-01-01 +10459,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),57.9,2013-01-01 +10460,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Active population,91.9,2013-01-01 +10461,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),67.4,2013-01-01 +10462,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Active population,66.0,2013-01-01 +10463,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),48.0,2013-01-01 +10464,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Active population,125.0,2013-01-01 +10465,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),95.0,2013-01-01 +10466,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Active population,82.0,2013-01-01 +10467,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),61.0,2013-01-01 +10468,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Active population,44.0,2013-01-01 +10469,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),34.0,2013-01-01 +10470,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Active population,49.9,2013-01-01 +10471,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.9,2013-01-01 +10472,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Active population,65.7,2013-01-01 +10473,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),49.4,2013-01-01 +10474,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Active population,34.5,2013-01-01 +10475,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.6,2013-01-01 +10476,Turkey,From 15 to 24 years,Thousand persons,Total,Active population,4489.0,2013-01-01 +10477,Turkey,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3728.0,2013-01-01 +10478,Turkey,From 15 to 24 years,Thousand persons,Males,Active population,2929.0,2013-01-01 +10479,Turkey,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2476.0,2013-01-01 +10480,Turkey,From 15 to 24 years,Thousand persons,Females,Active population,1560.0,2013-01-01 +10481,Turkey,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1252.0,2013-01-01 +10482,Turkey,From 15 to 24 years,Percentage of total population,Total,Active population,38.8,2013-01-01 +10483,Turkey,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.2,2013-01-01 +10484,Turkey,From 15 to 24 years,Percentage of total population,Males,Active population,51.0,2013-01-01 +10485,Turkey,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),43.1,2013-01-01 +10486,Turkey,From 15 to 24 years,Percentage of total population,Females,Active population,26.8,2013-01-01 +10487,Turkey,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.5,2013-01-01 +10488,Turkey,From 25 to 54 years,Thousand persons,Total,Active population,20775.0,2013-01-01 +10489,Turkey,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),19195.0,2013-01-01 +10490,Turkey,From 25 to 54 years,Thousand persons,Males,Active population,14565.0,2013-01-01 +10491,Turkey,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),13566.0,2013-01-01 +10492,Turkey,From 25 to 54 years,Thousand persons,Females,Active population,6210.0,2013-01-01 +10493,Turkey,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),5629.0,2013-01-01 +10494,Turkey,From 25 to 54 years,Percentage of total population,Total,Active population,64.0,2013-01-01 +10495,Turkey,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),59.1,2013-01-01 +10496,Turkey,From 25 to 54 years,Percentage of total population,Males,Active population,89.4,2013-01-01 +10497,Turkey,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.2,2013-01-01 +10498,Turkey,From 25 to 54 years,Percentage of total population,Females,Active population,38.4,2013-01-01 +10499,Turkey,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.8,2013-01-01 +10500,Turkey,From 55 to 64 years,Thousand persons,Total,Active population,2027.0,2013-01-01 +10501,Turkey,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1932.0,2013-01-01 +10502,Turkey,From 55 to 64 years,Thousand persons,Males,Active population,1443.0,2013-01-01 +10503,Turkey,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1361.0,2013-01-01 +10504,Turkey,From 55 to 64 years,Thousand persons,Females,Active population,584.0,2013-01-01 +10505,Turkey,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),571.0,2013-01-01 +10506,Turkey,From 55 to 64 years,Percentage of total population,Total,Active population,33.0,2013-01-01 +10507,Turkey,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.5,2013-01-01 +10508,Turkey,From 55 to 64 years,Percentage of total population,Males,Active population,47.9,2013-01-01 +10509,Turkey,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.2,2013-01-01 +10510,Turkey,From 55 to 64 years,Percentage of total population,Females,Active population,18.7,2013-01-01 +10511,Turkey,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.3,2013-01-01 +10512,,,,,,, +10513,,,,,,, +10514,,,,,,, +10515,,,,,,, +10516,,,,,,, +10517,,,,,,, +10518,,,,,,, +10519,,,,,,, +10520,,,,,,, +10521,,,,,,, +10522,,,,,,, +10523,,,,,,, +10524,,,,,,, +10525,,,,,,, +10526,,,,,,, +10527,,,,,,, +10528,,,,,,, +10529,,,,,,, +10530,,,,,,, +10531,,,,,,, +10532,,,,,,, +10533,,,,,,, +10534,,,,,,, +10535,,,,,,, +10536,,,,,,, +10537,,,,,,, +10538,,,,,,, +10539,,,,,,, +10540,,,,,,, +10541,,,,,,, +10542,,,,,,, +10543,,,,,,, +10544,,,,,,, +10545,,,,,,, +10546,,,,,,, +10547,,,,,,, +10548,,,,,,, +10549,,,,,,, +10550,,,,,,, +10551,,,,,,, +10552,,,,,,, +10553,,,,,,, +10554,,,,,,, +10555,,,,,,, +10556,,,,,,, +10557,,,,,,, +10558,,,,,,, +10559,,,,,,, +10560,,,,,,, +10561,,,,,,, +10562,,,,,,, +10563,,,,,,, +10564,,,,,,, +10565,,,,,,, +10566,,,,,,, +10567,,,,,,, +10568,,,,,,, +10569,,,,,,, +10570,,,,,,, +10571,,,,,,, +10572,,,,,,, +10573,,,,,,, +10574,,,,,,, +10575,,,,,,, +10576,,,,,,, +10577,,,,,,, +10578,,,,,,, +10579,,,,,,, +10580,,,,,,, +10581,,,,,,, +10582,,,,,,, +10583,,,,,,, +10584,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Active population,23105.0,2014-01-01 +10585,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),17997.0,2014-01-01 +10586,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Active population,12548.0,2014-01-01 +10587,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),9692.0,2014-01-01 +10588,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Active population,10557.0,2014-01-01 +10589,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8305.0,2014-01-01 +10590,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Active population,41.7,2014-01-01 +10591,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.5,2014-01-01 +10592,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Active population,44.4,2014-01-01 +10593,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),34.3,2014-01-01 +10594,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Active population,38.9,2014-01-01 +10595,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.6,2014-01-01 +10596,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Active population,178416.0,2014-01-01 +10597,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),161636.0,2014-01-01 +10598,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Active population,95502.0,2014-01-01 +10599,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),86804.0,2014-01-01 +10600,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Active population,82914.0,2014-01-01 +10601,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),74832.0,2014-01-01 +10602,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2014-01-01 +10603,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.5,2014-01-01 +10604,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.5,2014-01-01 +10605,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.2,2014-01-01 +10606,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.5,2014-01-01 +10607,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.7,2014-01-01 +10608,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Active population,35868.0,2014-01-01 +10609,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),33223.0,2014-01-01 +10610,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Active population,19838.0,2014-01-01 +10611,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),18265.0,2014-01-01 +10612,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Active population,16030.0,2014-01-01 +10613,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),14958.0,2014-01-01 +10614,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Active population,55.9,2014-01-01 +10615,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.8,2014-01-01 +10616,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Active population,63.9,2014-01-01 +10617,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.8,2014-01-01 +10618,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Active population,48.4,2014-01-01 +10619,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.2,2014-01-01 +10620,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Active population,22940.0,2014-01-01 +10621,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),17907.0,2014-01-01 +10622,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Active population,12452.0,2014-01-01 +10623,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),9639.0,2014-01-01 +10624,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Active population,10488.0,2014-01-01 +10625,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8268.0,2014-01-01 +10626,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Active population,41.8,2014-01-01 +10627,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.6,2014-01-01 +10628,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Active population,44.4,2014-01-01 +10629,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),34.4,2014-01-01 +10630,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.0,2014-01-01 +10631,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.7,2014-01-01 +10632,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Active population,176961.0,2014-01-01 +10633,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),160403.0,2014-01-01 +10634,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Active population,94748.0,2014-01-01 +10635,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),86155.0,2014-01-01 +10636,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Active population,82213.0,2014-01-01 +10637,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),74248.0,2014-01-01 +10638,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2014-01-01 +10639,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.5,2014-01-01 +10640,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.6,2014-01-01 +10641,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.3,2014-01-01 +10642,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.5,2014-01-01 +10643,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.8,2014-01-01 +10644,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Active population,35621.0,2014-01-01 +10645,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),33005.0,2014-01-01 +10646,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Active population,19686.0,2014-01-01 +10647,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),18131.0,2014-01-01 +10648,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Active population,15935.0,2014-01-01 +10649,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),14873.0,2014-01-01 +10650,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Active population,56.1,2014-01-01 +10651,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.9,2014-01-01 +10652,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Active population,64.0,2014-01-01 +10653,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.0,2014-01-01 +10654,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Active population,48.6,2014-01-01 +10655,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.4,2014-01-01 +10656,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Active population,19302.0,2014-01-01 +10657,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),15095.0,2014-01-01 +10658,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Active population,10301.0,2014-01-01 +10659,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),7964.0,2014-01-01 +10660,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Active population,9001.0,2014-01-01 +10661,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),7131.0,2014-01-01 +10662,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Active population,44.3,2014-01-01 +10663,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.6,2014-01-01 +10664,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Active population,46.4,2014-01-01 +10665,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),35.9,2014-01-01 +10666,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Active population,42.1,2014-01-01 +10667,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.3,2014-01-01 +10668,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Active population,141063.0,2014-01-01 +10669,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),127303.0,2014-01-01 +10670,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Active population,75307.0,2014-01-01 +10671,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),68170.0,2014-01-01 +10672,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Active population,65755.0,2014-01-01 +10673,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),59133.0,2014-01-01 +10674,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.6,2014-01-01 +10675,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.2,2014-01-01 +10676,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.7,2014-01-01 +10677,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.0,2014-01-01 +10678,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.5,2014-01-01 +10679,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.5,2014-01-01 +10680,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Active population,28824.0,2014-01-01 +10681,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),26670.0,2014-01-01 +10682,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Active population,15825.0,2014-01-01 +10683,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),14548.0,2014-01-01 +10684,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Active population,12999.0,2014-01-01 +10685,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),12122.0,2014-01-01 +10686,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Active population,58.2,2014-01-01 +10687,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.9,2014-01-01 +10688,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Active population,65.5,2014-01-01 +10689,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),60.3,2014-01-01 +10690,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Active population,51.3,2014-01-01 +10691,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),47.8,2014-01-01 +10692,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Active population,14331.0,2014-01-01 +10693,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),10947.0,2014-01-01 +10694,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Active population,7759.0,2014-01-01 +10695,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),5892.0,2014-01-01 +10696,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Active population,6572.0,2014-01-01 +10697,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5055.0,2014-01-01 +10698,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Active population,40.1,2014-01-01 +10699,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.7,2014-01-01 +10700,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Active population,42.6,2014-01-01 +10701,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.4,2014-01-01 +10702,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Active population,37.5,2014-01-01 +10703,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.9,2014-01-01 +10704,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Active population,118964.0,2014-01-01 +10705,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),105951.0,2014-01-01 +10706,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Active population,63616.0,2014-01-01 +10707,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),56864.0,2014-01-01 +10708,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Active population,55348.0,2014-01-01 +10709,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49087.0,2014-01-01 +10710,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2014-01-01 +10711,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.1,2014-01-01 +10712,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.6,2014-01-01 +10713,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.9,2014-01-01 +10714,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.4,2014-01-01 +10715,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.4,2014-01-01 +10716,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Active population,23894.0,2014-01-01 +10717,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),21892.0,2014-01-01 +10718,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Active population,13121.0,2014-01-01 +10719,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),11939.0,2014-01-01 +10720,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Active population,10773.0,2014-01-01 +10721,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),9954.0,2014-01-01 +10722,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Active population,56.4,2014-01-01 +10723,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.7,2014-01-01 +10724,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Active population,63.8,2014-01-01 +10725,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.1,2014-01-01 +10726,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Active population,49.5,2014-01-01 +10727,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.7,2014-01-01 +10728,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Active population,14199.0,2014-01-01 +10729,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),10841.0,2014-01-01 +10730,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Active population,7682.0,2014-01-01 +10731,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),5831.0,2014-01-01 +10732,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Active population,6516.0,2014-01-01 +10733,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5010.0,2014-01-01 +10734,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Active population,40.2,2014-01-01 +10735,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.7,2014-01-01 +10736,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Active population,42.7,2014-01-01 +10737,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.4,2014-01-01 +10738,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Active population,37.6,2014-01-01 +10739,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.9,2014-01-01 +10740,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Active population,117887.0,2014-01-01 +10741,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),104981.0,2014-01-01 +10742,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Active population,63084.0,2014-01-01 +10743,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),56391.0,2014-01-01 +10744,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Active population,54803.0,2014-01-01 +10745,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),48590.0,2014-01-01 +10746,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.4,2014-01-01 +10747,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.1,2014-01-01 +10748,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.6,2014-01-01 +10749,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.9,2014-01-01 +10750,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.3,2014-01-01 +10751,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.3,2014-01-01 +10752,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Active population,23658.0,2014-01-01 +10753,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),21682.0,2014-01-01 +10754,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Active population,13008.0,2014-01-01 +10755,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),11842.0,2014-01-01 +10756,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Active population,10649.0,2014-01-01 +10757,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),9840.0,2014-01-01 +10758,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Active population,56.4,2014-01-01 +10759,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.7,2014-01-01 +10760,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Active population,63.8,2014-01-01 +10761,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.1,2014-01-01 +10762,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Active population,49.4,2014-01-01 +10763,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.6,2014-01-01 +10764,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Active population,14113.0,2014-01-01 +10765,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),10771.0,2014-01-01 +10766,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Active population,7633.0,2014-01-01 +10767,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),5791.0,2014-01-01 +10768,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Active population,6480.0,2014-01-01 +10769,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),4981.0,2014-01-01 +10770,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Active population,40.2,2014-01-01 +10771,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.7,2014-01-01 +10772,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Active population,42.7,2014-01-01 +10773,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.4,2014-01-01 +10774,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Active population,37.6,2014-01-01 +10775,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.9,2014-01-01 +10776,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Active population,117170.0,2014-01-01 +10777,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),104338.0,2014-01-01 +10778,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Active population,62720.0,2014-01-01 +10779,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),56067.0,2014-01-01 +10780,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Active population,54450.0,2014-01-01 +10781,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),48271.0,2014-01-01 +10782,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.4,2014-01-01 +10783,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.1,2014-01-01 +10784,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.6,2014-01-01 +10785,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.9,2014-01-01 +10786,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.2,2014-01-01 +10787,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.2,2014-01-01 +10788,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Active population,23495.0,2014-01-01 +10789,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),21535.0,2014-01-01 +10790,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Active population,12936.0,2014-01-01 +10791,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),11778.0,2014-01-01 +10792,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Active population,10559.0,2014-01-01 +10793,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),9757.0,2014-01-01 +10794,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Active population,56.3,2014-01-01 +10795,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.6,2014-01-01 +10796,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Active population,63.8,2014-01-01 +10797,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.1,2014-01-01 +10798,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Active population,49.3,2014-01-01 +10799,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.6,2014-01-01 +10800,Belgium,From 15 to 24 years,Thousand persons,Total,Active population,399.0,2014-01-01 +10801,Belgium,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),306.0,2014-01-01 +10802,Belgium,From 15 to 24 years,Thousand persons,Males,Active population,216.0,2014-01-01 +10803,Belgium,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),164.0,2014-01-01 +10804,Belgium,From 15 to 24 years,Thousand persons,Females,Active population,183.0,2014-01-01 +10805,Belgium,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),142.0,2014-01-01 +10806,Belgium,From 15 to 24 years,Percentage of total population,Total,Active population,30.2,2014-01-01 +10807,Belgium,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),23.2,2014-01-01 +10808,Belgium,From 15 to 24 years,Percentage of total population,Males,Active population,32.3,2014-01-01 +10809,Belgium,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.5,2014-01-01 +10810,Belgium,From 15 to 24 years,Percentage of total population,Females,Active population,28.1,2014-01-01 +10811,Belgium,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.8,2014-01-01 +10812,Belgium,From 25 to 54 years,Thousand persons,Total,Active population,3889.0,2014-01-01 +10813,Belgium,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3592.0,2014-01-01 +10814,Belgium,From 25 to 54 years,Thousand persons,Males,Active population,2071.0,2014-01-01 +10815,Belgium,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1901.0,2014-01-01 +10816,Belgium,From 25 to 54 years,Thousand persons,Females,Active population,1817.0,2014-01-01 +10817,Belgium,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1691.0,2014-01-01 +10818,Belgium,From 25 to 54 years,Percentage of total population,Total,Active population,85.6,2014-01-01 +10819,Belgium,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.1,2014-01-01 +10820,Belgium,From 25 to 54 years,Percentage of total population,Males,Active population,90.7,2014-01-01 +10821,Belgium,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.2,2014-01-01 +10822,Belgium,From 25 to 54 years,Percentage of total population,Females,Active population,80.6,2014-01-01 +10823,Belgium,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.9,2014-01-01 +10824,Belgium,From 55 to 64 years,Thousand persons,Total,Active population,633.0,2014-01-01 +10825,Belgium,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),599.0,2014-01-01 +10826,Belgium,From 55 to 64 years,Thousand persons,Males,Active population,357.0,2014-01-01 +10827,Belgium,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),337.0,2014-01-01 +10828,Belgium,From 55 to 64 years,Thousand persons,Females,Active population,276.0,2014-01-01 +10829,Belgium,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),262.0,2014-01-01 +10830,Belgium,From 55 to 64 years,Percentage of total population,Total,Active population,45.1,2014-01-01 +10831,Belgium,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),42.7,2014-01-01 +10832,Belgium,From 55 to 64 years,Percentage of total population,Males,Active population,51.3,2014-01-01 +10833,Belgium,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.4,2014-01-01 +10834,Belgium,From 55 to 64 years,Percentage of total population,Females,Active population,39.0,2014-01-01 +10835,Belgium,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),37.0,2014-01-01 +10836,Bulgaria,From 15 to 24 years,Thousand persons,Total,Active population,200.0,2014-01-01 +10837,Bulgaria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),153.0,2014-01-01 +10838,Bulgaria,From 15 to 24 years,Thousand persons,Males,Active population,119.0,2014-01-01 +10839,Bulgaria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),91.0,2014-01-01 +10840,Bulgaria,From 15 to 24 years,Thousand persons,Females,Active population,81.0,2014-01-01 +10841,Bulgaria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),62.0,2014-01-01 +10842,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Active population,27.2,2014-01-01 +10843,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),20.7,2014-01-01 +10844,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Active population,31.5,2014-01-01 +10845,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.0,2014-01-01 +10846,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Active population,22.7,2014-01-01 +10847,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.3,2014-01-01 +10848,Bulgaria,From 25 to 54 years,Thousand persons,Total,Active population,2530.0,2014-01-01 +10849,Bulgaria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2264.0,2014-01-01 +10850,Bulgaria,From 25 to 54 years,Thousand persons,Males,Active population,1342.0,2014-01-01 +10851,Bulgaria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1189.0,2014-01-01 +10852,Bulgaria,From 25 to 54 years,Thousand persons,Females,Active population,1188.0,2014-01-01 +10853,Bulgaria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1074.0,2014-01-01 +10854,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Active population,83.3,2014-01-01 +10855,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.5,2014-01-01 +10856,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Active population,86.2,2014-01-01 +10857,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),76.4,2014-01-01 +10858,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Active population,80.2,2014-01-01 +10859,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.5,2014-01-01 +10860,Bulgaria,From 55 to 64 years,Thousand persons,Total,Active population,579.0,2014-01-01 +10861,Bulgaria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),511.0,2014-01-01 +10862,Bulgaria,From 55 to 64 years,Thousand persons,Males,Active population,302.0,2014-01-01 +10863,Bulgaria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),263.0,2014-01-01 +10864,Bulgaria,From 55 to 64 years,Thousand persons,Females,Active population,277.0,2014-01-01 +10865,Bulgaria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),248.0,2014-01-01 +10866,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Active population,56.6,2014-01-01 +10867,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.0,2014-01-01 +10868,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Active population,62.5,2014-01-01 +10869,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.5,2014-01-01 +10870,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Active population,51.4,2014-01-01 +10871,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),46.0,2014-01-01 +10872,Czech Republic,From 15 to 24 years,Thousand persons,Total,Active population,356.0,2014-01-01 +10873,Czech Republic,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),300.0,2014-01-01 +10874,Czech Republic,From 15 to 24 years,Thousand persons,Males,Active population,215.0,2014-01-01 +10875,Czech Republic,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),183.0,2014-01-01 +10876,Czech Republic,From 15 to 24 years,Thousand persons,Females,Active population,141.0,2014-01-01 +10877,Czech Republic,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),117.0,2014-01-01 +10878,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Active population,32.2,2014-01-01 +10879,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),27.1,2014-01-01 +10880,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Active population,38.1,2014-01-01 +10881,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.3,2014-01-01 +10882,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Active population,26.1,2014-01-01 +10883,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.6,2014-01-01 +10884,Czech Republic,From 25 to 54 years,Thousand persons,Total,Active population,4042.0,2014-01-01 +10885,Czech Republic,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3816.0,2014-01-01 +10886,Czech Republic,From 25 to 54 years,Thousand persons,Males,Active population,2230.0,2014-01-01 +10887,Czech Republic,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2133.0,2014-01-01 +10888,Czech Republic,From 25 to 54 years,Thousand persons,Females,Active population,1812.0,2014-01-01 +10889,Czech Republic,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1682.0,2014-01-01 +10890,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Active population,88.8,2014-01-01 +10891,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.8,2014-01-01 +10892,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Active population,95.6,2014-01-01 +10893,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),91.5,2014-01-01 +10894,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Active population,81.6,2014-01-01 +10895,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.7,2014-01-01 +10896,Czech Republic,From 55 to 64 years,Thousand persons,Total,Active population,808.0,2014-01-01 +10897,Czech Republic,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),768.0,2014-01-01 +10898,Czech Republic,From 55 to 64 years,Thousand persons,Males,Active population,469.0,2014-01-01 +10899,Czech Republic,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),447.0,2014-01-01 +10900,Czech Republic,From 55 to 64 years,Thousand persons,Females,Active population,339.0,2014-01-01 +10901,Czech Republic,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),321.0,2014-01-01 +10902,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Active population,56.8,2014-01-01 +10903,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),54.0,2014-01-01 +10904,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Active population,67.9,2014-01-01 +10905,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),64.8,2014-01-01 +10906,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Active population,46.3,2014-01-01 +10907,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.8,2014-01-01 +10908,Denmark,From 15 to 24 years,Thousand persons,Total,Active population,441.0,2014-01-01 +10909,Denmark,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),385.0,2014-01-01 +10910,Denmark,From 15 to 24 years,Thousand persons,Males,Active population,223.0,2014-01-01 +10911,Denmark,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),193.0,2014-01-01 +10912,Denmark,From 15 to 24 years,Thousand persons,Females,Active population,217.0,2014-01-01 +10913,Denmark,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),192.0,2014-01-01 +10914,Denmark,From 15 to 24 years,Percentage of total population,Total,Active population,61.5,2014-01-01 +10915,Denmark,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.7,2014-01-01 +10916,Denmark,From 15 to 24 years,Percentage of total population,Males,Active population,61.0,2014-01-01 +10917,Denmark,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.7,2014-01-01 +10918,Denmark,From 15 to 24 years,Percentage of total population,Females,Active population,62.0,2014-01-01 +10919,Denmark,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),54.9,2014-01-01 +10920,Denmark,From 25 to 54 years,Thousand persons,Total,Active population,1930.0,2014-01-01 +10921,Denmark,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1817.0,2014-01-01 +10922,Denmark,From 25 to 54 years,Thousand persons,Males,Active population,1008.0,2014-01-01 +10923,Denmark,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),954.0,2014-01-01 +10924,Denmark,From 25 to 54 years,Thousand persons,Females,Active population,922.0,2014-01-01 +10925,Denmark,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),863.0,2014-01-01 +10926,Denmark,From 25 to 54 years,Percentage of total population,Total,Active population,87.1,2014-01-01 +10927,Denmark,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.0,2014-01-01 +10928,Denmark,From 25 to 54 years,Percentage of total population,Males,Active population,90.3,2014-01-01 +10929,Denmark,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.5,2014-01-01 +10930,Denmark,From 25 to 54 years,Percentage of total population,Females,Active population,83.8,2014-01-01 +10931,Denmark,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.4,2014-01-01 +10932,Denmark,From 55 to 64 years,Thousand persons,Total,Active population,461.0,2014-01-01 +10933,Denmark,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),438.0,2014-01-01 +10934,Denmark,From 55 to 64 years,Thousand persons,Males,Active population,250.0,2014-01-01 +10935,Denmark,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),238.0,2014-01-01 +10936,Denmark,From 55 to 64 years,Thousand persons,Females,Active population,210.0,2014-01-01 +10937,Denmark,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),201.0,2014-01-01 +10938,Denmark,From 55 to 64 years,Percentage of total population,Total,Active population,66.4,2014-01-01 +10939,Denmark,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),63.2,2014-01-01 +10940,Denmark,From 55 to 64 years,Percentage of total population,Males,Active population,72.6,2014-01-01 +10941,Denmark,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),68.9,2014-01-01 +10942,Denmark,From 55 to 64 years,Percentage of total population,Females,Active population,60.3,2014-01-01 +10943,Denmark,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),57.6,2014-01-01 +10944,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Active population,4227.0,2014-01-01 +10945,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3900.0,2014-01-01 +10946,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Active population,2273.0,2014-01-01 +10947,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2083.0,2014-01-01 +10948,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Active population,1954.0,2014-01-01 +10949,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1816.0,2014-01-01 +10950,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Active population,49.9,2014-01-01 +10951,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.1,2014-01-01 +10952,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Active population,52.0,2014-01-01 +10953,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.7,2014-01-01 +10954,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Active population,47.7,2014-01-01 +10955,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.3,2014-01-01 +10956,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Active population,29293.0,2014-01-01 +10957,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),27921.0,2014-01-01 +10958,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Active population,15607.0,2014-01-01 +10959,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),14834.0,2014-01-01 +10960,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Active population,13686.0,2014-01-01 +10961,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),13087.0,2014-01-01 +10962,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Active population,87.6,2014-01-01 +10963,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.5,2014-01-01 +10964,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Active population,92.6,2014-01-01 +10965,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.0,2014-01-01 +10966,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Active population,82.5,2014-01-01 +10967,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.8,2014-01-01 +10968,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Active population,7469.0,2014-01-01 +10969,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),7087.0,2014-01-01 +10970,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Active population,4001.0,2014-01-01 +10971,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),3781.0,2014-01-01 +10972,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Active population,3468.0,2014-01-01 +10973,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),3307.0,2014-01-01 +10974,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Active population,69.1,2014-01-01 +10975,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),65.6,2014-01-01 +10976,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Active population,75.5,2014-01-01 +10977,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),71.4,2014-01-01 +10978,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Active population,62.9,2014-01-01 +10979,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),60.0,2014-01-01 +10980,Estonia,From 15 to 24 years,Thousand persons,Total,Active population,56.0,2014-01-01 +10981,Estonia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),48.0,2014-01-01 +10982,Estonia,From 15 to 24 years,Thousand persons,Males,Active population,30.0,2014-01-01 +10983,Estonia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),24.0,2014-01-01 +10984,Estonia,From 15 to 24 years,Thousand persons,Females,Active population,26.0,2014-01-01 +10985,Estonia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),24.0,2014-01-01 +10986,Estonia,From 15 to 24 years,Percentage of total population,Total,Active population,39.2,2014-01-01 +10987,Estonia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.3,2014-01-01 +10988,Estonia,From 15 to 24 years,Percentage of total population,Males,Active population,41.4,2014-01-01 +10989,Estonia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),33.4,2014-01-01 +10990,Estonia,From 15 to 24 years,Percentage of total population,Females,Active population,37.0,2014-01-01 +10991,Estonia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.3,2014-01-01 +10992,Estonia,From 25 to 54 years,Thousand persons,Total,Active population,476.0,2014-01-01 +10993,Estonia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),442.0,2014-01-01 +10994,Estonia,From 25 to 54 years,Thousand persons,Males,Active population,253.0,2014-01-01 +10995,Estonia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),235.0,2014-01-01 +10996,Estonia,From 25 to 54 years,Thousand persons,Females,Active population,223.0,2014-01-01 +10997,Estonia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),207.0,2014-01-01 +10998,Estonia,From 25 to 54 years,Percentage of total population,Total,Active population,87.1,2014-01-01 +10999,Estonia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.9,2014-01-01 +11000,Estonia,From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2014-01-01 +11001,Estonia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.6,2014-01-01 +11002,Estonia,From 25 to 54 years,Percentage of total population,Females,Active population,82.0,2014-01-01 +11003,Estonia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.1,2014-01-01 +11004,Estonia,From 55 to 64 years,Thousand persons,Total,Active population,116.0,2014-01-01 +11005,Estonia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),109.0,2014-01-01 +11006,Estonia,From 55 to 64 years,Thousand persons,Males,Active population,52.0,2014-01-01 +11007,Estonia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),49.0,2014-01-01 +11008,Estonia,From 55 to 64 years,Thousand persons,Females,Active population,63.0,2014-01-01 +11009,Estonia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),60.0,2014-01-01 +11010,Estonia,From 55 to 64 years,Percentage of total population,Total,Active population,67.7,2014-01-01 +11011,Estonia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),64.0,2014-01-01 +11012,Estonia,From 55 to 64 years,Percentage of total population,Males,Active population,69.1,2014-01-01 +11013,Estonia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),65.1,2014-01-01 +11014,Estonia,From 55 to 64 years,Percentage of total population,Females,Active population,66.5,2014-01-01 +11015,Estonia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),63.1,2014-01-01 +11016,Ireland,From 15 to 24 years,Thousand persons,Total,Active population,196.0,2014-01-01 +11017,Ireland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),149.0,2014-01-01 +11018,Ireland,From 15 to 24 years,Thousand persons,Males,Active population,105.0,2014-01-01 +11019,Ireland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),77.0,2014-01-01 +11020,Ireland,From 15 to 24 years,Thousand persons,Females,Active population,91.0,2014-01-01 +11021,Ireland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),72.0,2014-01-01 +11022,Ireland,From 15 to 24 years,Percentage of total population,Total,Active population,37.3,2014-01-01 +11023,Ireland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.4,2014-01-01 +11024,Ireland,From 15 to 24 years,Percentage of total population,Males,Active population,38.8,2014-01-01 +11025,Ireland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),28.5,2014-01-01 +11026,Ireland,From 15 to 24 years,Percentage of total population,Females,Active population,35.8,2014-01-01 +11027,Ireland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.4,2014-01-01 +11028,Ireland,From 25 to 54 years,Thousand persons,Total,Active population,1621.0,2014-01-01 +11029,Ireland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1451.0,2014-01-01 +11030,Ireland,From 25 to 54 years,Thousand persons,Males,Active population,879.0,2014-01-01 +11031,Ireland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),773.0,2014-01-01 +11032,Ireland,From 25 to 54 years,Thousand persons,Females,Active population,741.0,2014-01-01 +11033,Ireland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),678.0,2014-01-01 +11034,Ireland,From 25 to 54 years,Percentage of total population,Total,Active population,81.0,2014-01-01 +11035,Ireland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),72.6,2014-01-01 +11036,Ireland,From 25 to 54 years,Percentage of total population,Males,Active population,89.6,2014-01-01 +11037,Ireland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),78.8,2014-01-01 +11038,Ireland,From 25 to 54 years,Percentage of total population,Females,Active population,72.7,2014-01-01 +11039,Ireland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.6,2014-01-01 +11040,Ireland,From 55 to 64 years,Thousand persons,Total,Active population,282.0,2014-01-01 +11041,Ireland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),256.0,2014-01-01 +11042,Ireland,From 55 to 64 years,Thousand persons,Males,Active population,165.0,2014-01-01 +11043,Ireland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),147.0,2014-01-01 +11044,Ireland,From 55 to 64 years,Thousand persons,Females,Active population,117.0,2014-01-01 +11045,Ireland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),109.0,2014-01-01 +11046,Ireland,From 55 to 64 years,Percentage of total population,Total,Active population,58.4,2014-01-01 +11047,Ireland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.0,2014-01-01 +11048,Ireland,From 55 to 64 years,Percentage of total population,Males,Active population,69.0,2014-01-01 +11049,Ireland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),61.4,2014-01-01 +11050,Ireland,From 55 to 64 years,Percentage of total population,Females,Active population,48.0,2014-01-01 +11051,Ireland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.7,2014-01-01 +11052,Greece,From 15 to 24 years,Thousand persons,Total,Active population,306.0,2014-01-01 +11053,Greece,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),146.0,2014-01-01 +11054,Greece,From 15 to 24 years,Thousand persons,Males,Active population,163.0,2014-01-01 +11055,Greece,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),86.0,2014-01-01 +11056,Greece,From 15 to 24 years,Thousand persons,Females,Active population,143.0,2014-01-01 +11057,Greece,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),60.0,2014-01-01 +11058,Greece,From 15 to 24 years,Percentage of total population,Total,Active population,28.0,2014-01-01 +11059,Greece,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),13.3,2014-01-01 +11060,Greece,From 15 to 24 years,Percentage of total population,Males,Active population,30.0,2014-01-01 +11061,Greece,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),15.8,2014-01-01 +11062,Greece,From 15 to 24 years,Percentage of total population,Females,Active population,26.1,2014-01-01 +11063,Greece,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),10.9,2014-01-01 +11064,Greece,From 25 to 54 years,Thousand persons,Total,Active population,3894.0,2014-01-01 +11065,Greece,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2881.0,2014-01-01 +11066,Greece,From 25 to 54 years,Thousand persons,Males,Active population,2144.0,2014-01-01 +11067,Greece,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1652.0,2014-01-01 +11068,Greece,From 25 to 54 years,Thousand persons,Females,Active population,1750.0,2014-01-01 +11069,Greece,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1229.0,2014-01-01 +11070,Greece,From 25 to 54 years,Percentage of total population,Total,Active population,84.3,2014-01-01 +11071,Greece,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),62.4,2014-01-01 +11072,Greece,From 25 to 54 years,Percentage of total population,Males,Active population,93.1,2014-01-01 +11073,Greece,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),71.8,2014-01-01 +11074,Greece,From 25 to 54 years,Percentage of total population,Females,Active population,75.6,2014-01-01 +11075,Greece,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),53.1,2014-01-01 +11076,Greece,From 55 to 64 years,Thousand persons,Total,Active population,547.0,2014-01-01 +11077,Greece,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),453.0,2014-01-01 +11078,Greece,From 55 to 64 years,Thousand persons,Males,Active population,339.0,2014-01-01 +11079,Greece,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),279.0,2014-01-01 +11080,Greece,From 55 to 64 years,Thousand persons,Females,Active population,208.0,2014-01-01 +11081,Greece,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),174.0,2014-01-01 +11082,Greece,From 55 to 64 years,Percentage of total population,Total,Active population,41.1,2014-01-01 +11083,Greece,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.0,2014-01-01 +11084,Greece,From 55 to 64 years,Percentage of total population,Males,Active population,53.4,2014-01-01 +11085,Greece,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),44.0,2014-01-01 +11086,Greece,From 55 to 64 years,Percentage of total population,Females,Active population,29.9,2014-01-01 +11087,Greece,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.0,2014-01-01 +11088,Spain,From 15 to 24 years,Thousand persons,Total,Active population,1599.0,2014-01-01 +11089,Spain,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),749.0,2014-01-01 +11090,Spain,From 15 to 24 years,Thousand persons,Males,Active population,855.0,2014-01-01 +11091,Spain,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),398.0,2014-01-01 +11092,Spain,From 15 to 24 years,Thousand persons,Females,Active population,745.0,2014-01-01 +11093,Spain,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),351.0,2014-01-01 +11094,Spain,From 15 to 24 years,Percentage of total population,Total,Active population,35.7,2014-01-01 +11095,Spain,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),16.7,2014-01-01 +11096,Spain,From 15 to 24 years,Percentage of total population,Males,Active population,37.3,2014-01-01 +11097,Spain,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),17.4,2014-01-01 +11098,Spain,From 15 to 24 years,Percentage of total population,Females,Active population,34.0,2014-01-01 +11099,Spain,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),16.0,2014-01-01 +11100,Spain,From 25 to 54 years,Thousand persons,Total,Active population,18221.0,2014-01-01 +11101,Spain,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),14067.0,2014-01-01 +11102,Spain,From 25 to 54 years,Thousand persons,Males,Active population,9724.0,2014-01-01 +11103,Spain,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),7614.0,2014-01-01 +11104,Spain,From 25 to 54 years,Thousand persons,Females,Active population,8497.0,2014-01-01 +11105,Spain,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),6452.0,2014-01-01 +11106,Spain,From 25 to 54 years,Percentage of total population,Total,Active population,87.3,2014-01-01 +11107,Spain,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),67.4,2014-01-01 +11108,Spain,From 25 to 54 years,Percentage of total population,Males,Active population,92.6,2014-01-01 +11109,Spain,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),72.5,2014-01-01 +11110,Spain,From 25 to 54 years,Percentage of total population,Females,Active population,82.0,2014-01-01 +11111,Spain,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),62.3,2014-01-01 +11112,Spain,From 55 to 64 years,Thousand persons,Total,Active population,2993.0,2014-01-01 +11113,Spain,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2395.0,2014-01-01 +11114,Spain,From 55 to 64 years,Thousand persons,Males,Active population,1698.0,2014-01-01 +11115,Spain,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1351.0,2014-01-01 +11116,Spain,From 55 to 64 years,Thousand persons,Females,Active population,1295.0,2014-01-01 +11117,Spain,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1044.0,2014-01-01 +11118,Spain,From 55 to 64 years,Percentage of total population,Total,Active population,55.4,2014-01-01 +11119,Spain,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.3,2014-01-01 +11120,Spain,From 55 to 64 years,Percentage of total population,Males,Active population,64.3,2014-01-01 +11121,Spain,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),51.2,2014-01-01 +11122,Spain,From 55 to 64 years,Percentage of total population,Females,Active population,46.9,2014-01-01 +11123,Spain,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),37.8,2014-01-01 +11124,France,From 15 to 24 years,Thousand persons,Total,Active population,2764.0,2014-01-01 +11125,France,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),2094.0,2014-01-01 +11126,France,From 15 to 24 years,Thousand persons,Males,Active population,1521.0,2014-01-01 +11127,France,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1138.0,2014-01-01 +11128,France,From 15 to 24 years,Thousand persons,Females,Active population,1243.0,2014-01-01 +11129,France,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),956.0,2014-01-01 +11130,France,From 15 to 24 years,Percentage of total population,Total,Active population,36.9,2014-01-01 +11131,France,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.0,2014-01-01 +11132,France,From 15 to 24 years,Percentage of total population,Males,Active population,40.3,2014-01-01 +11133,France,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),30.2,2014-01-01 +11134,France,From 15 to 24 years,Percentage of total population,Females,Active population,33.5,2014-01-01 +11135,France,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.8,2014-01-01 +11136,France,From 25 to 54 years,Thousand persons,Total,Active population,22226.0,2014-01-01 +11137,France,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20187.0,2014-01-01 +11138,France,From 25 to 54 years,Thousand persons,Males,Active population,11519.0,2014-01-01 +11139,France,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10462.0,2014-01-01 +11140,France,From 25 to 54 years,Thousand persons,Females,Active population,10707.0,2014-01-01 +11141,France,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9725.0,2014-01-01 +11142,France,From 25 to 54 years,Percentage of total population,Total,Active population,87.9,2014-01-01 +11143,France,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.8,2014-01-01 +11144,France,From 25 to 54 years,Percentage of total population,Males,Active population,92.9,2014-01-01 +11145,France,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.4,2014-01-01 +11146,France,From 25 to 54 years,Percentage of total population,Females,Active population,83.0,2014-01-01 +11147,France,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.4,2014-01-01 +11148,France,From 55 to 64 years,Thousand persons,Total,Active population,4157.0,2014-01-01 +11149,France,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),3848.0,2014-01-01 +11150,France,From 55 to 64 years,Thousand persons,Males,Active population,2092.0,2014-01-01 +11151,France,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1924.0,2014-01-01 +11152,France,From 55 to 64 years,Thousand persons,Females,Active population,2065.0,2014-01-01 +11153,France,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1923.0,2014-01-01 +11154,France,From 55 to 64 years,Percentage of total population,Total,Active population,50.7,2014-01-01 +11155,France,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.9,2014-01-01 +11156,France,From 55 to 64 years,Percentage of total population,Males,Active population,53.1,2014-01-01 +11157,France,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.9,2014-01-01 +11158,France,From 55 to 64 years,Percentage of total population,Females,Active population,48.5,2014-01-01 +11159,France,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.2,2014-01-01 +11160,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Active population,2689.0,2014-01-01 +11161,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),2058.0,2014-01-01 +11162,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Active population,1478.0,2014-01-01 +11163,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1116.0,2014-01-01 +11164,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Active population,1211.0,2014-01-01 +11165,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),942.0,2014-01-01 +11166,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Active population,37.1,2014-01-01 +11167,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.4,2014-01-01 +11168,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Active population,40.5,2014-01-01 +11169,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),30.6,2014-01-01 +11170,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Active population,33.7,2014-01-01 +11171,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.2,2014-01-01 +11172,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Active population,21662.0,2014-01-01 +11173,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),19750.0,2014-01-01 +11174,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Active population,11239.0,2014-01-01 +11175,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10242.0,2014-01-01 +11176,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Active population,10423.0,2014-01-01 +11177,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9508.0,2014-01-01 +11178,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Active population,88.2,2014-01-01 +11179,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.4,2014-01-01 +11180,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Active population,93.1,2014-01-01 +11181,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.9,2014-01-01 +11182,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Active population,83.4,2014-01-01 +11183,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.1,2014-01-01 +11184,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Active population,4052.0,2014-01-01 +11185,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),3756.0,2014-01-01 +11186,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Active population,2037.0,2014-01-01 +11187,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1877.0,2014-01-01 +11188,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Active population,2015.0,2014-01-01 +11189,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1879.0,2014-01-01 +11190,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Active population,50.7,2014-01-01 +11191,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.0,2014-01-01 +11192,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Active population,53.1,2014-01-01 +11193,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.9,2014-01-01 +11194,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Active population,48.6,2014-01-01 +11195,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.3,2014-01-01 +11196,Croatia,From 15 to 24 years,Thousand persons,Total,Active population,166.0,2014-01-01 +11197,Croatia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),90.0,2014-01-01 +11198,Croatia,From 15 to 24 years,Thousand persons,Males,Active population,97.0,2014-01-01 +11199,Croatia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),53.0,2014-01-01 +11200,Croatia,From 15 to 24 years,Thousand persons,Females,Active population,69.0,2014-01-01 +11201,Croatia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),37.0,2014-01-01 +11202,Croatia,From 15 to 24 years,Percentage of total population,Total,Active population,33.6,2014-01-01 +11203,Croatia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),18.3,2014-01-01 +11204,Croatia,From 15 to 24 years,Percentage of total population,Males,Active population,38.5,2014-01-01 +11205,Croatia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),21.2,2014-01-01 +11206,Croatia,From 15 to 24 years,Percentage of total population,Females,Active population,28.5,2014-01-01 +11207,Croatia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),15.3,2014-01-01 +11208,Croatia,From 25 to 54 years,Thousand persons,Total,Active population,1455.0,2014-01-01 +11209,Croatia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1233.0,2014-01-01 +11210,Croatia,From 25 to 54 years,Thousand persons,Males,Active population,754.0,2014-01-01 +11211,Croatia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),649.0,2014-01-01 +11212,Croatia,From 25 to 54 years,Thousand persons,Females,Active population,701.0,2014-01-01 +11213,Croatia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),584.0,2014-01-01 +11214,Croatia,From 25 to 54 years,Percentage of total population,Total,Active population,84.1,2014-01-01 +11215,Croatia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),71.2,2014-01-01 +11216,Croatia,From 25 to 54 years,Percentage of total population,Males,Active population,86.6,2014-01-01 +11217,Croatia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),74.5,2014-01-01 +11218,Croatia,From 25 to 54 years,Percentage of total population,Females,Active population,81.5,2014-01-01 +11219,Croatia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),67.9,2014-01-01 +11220,Croatia,From 55 to 64 years,Thousand persons,Total,Active population,247.0,2014-01-01 +11221,Croatia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),219.0,2014-01-01 +11222,Croatia,From 55 to 64 years,Thousand persons,Males,Active population,152.0,2014-01-01 +11223,Croatia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),134.0,2014-01-01 +11224,Croatia,From 55 to 64 years,Thousand persons,Females,Active population,95.0,2014-01-01 +11225,Croatia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),85.0,2014-01-01 +11226,Croatia,From 55 to 64 years,Percentage of total population,Total,Active population,41.0,2014-01-01 +11227,Croatia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),36.2,2014-01-01 +11228,Croatia,From 55 to 64 years,Percentage of total population,Males,Active population,52.1,2014-01-01 +11229,Croatia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.8,2014-01-01 +11230,Croatia,From 55 to 64 years,Percentage of total population,Females,Active population,30.6,2014-01-01 +11231,Croatia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.3,2014-01-01 +11232,Italy,From 15 to 24 years,Thousand persons,Total,Active population,1622.0,2014-01-01 +11233,Italy,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),929.0,2014-01-01 +11234,Italy,From 15 to 24 years,Thousand persons,Males,Active population,950.0,2014-01-01 +11235,Italy,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),558.0,2014-01-01 +11236,Italy,From 15 to 24 years,Thousand persons,Females,Active population,671.0,2014-01-01 +11237,Italy,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),372.0,2014-01-01 +11238,Italy,From 15 to 24 years,Percentage of total population,Total,Active population,27.1,2014-01-01 +11239,Italy,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),15.6,2014-01-01 +11240,Italy,From 15 to 24 years,Percentage of total population,Males,Active population,31.0,2014-01-01 +11241,Italy,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),18.2,2014-01-01 +11242,Italy,From 15 to 24 years,Percentage of total population,Females,Active population,23.1,2014-01-01 +11243,Italy,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),12.8,2014-01-01 +11244,Italy,From 25 to 54 years,Thousand persons,Total,Active population,19706.0,2014-01-01 +11245,Italy,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),17372.0,2014-01-01 +11246,Italy,From 25 to 54 years,Thousand persons,Males,Active population,11163.0,2014-01-01 +11247,Italy,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),9955.0,2014-01-01 +11248,Italy,From 25 to 54 years,Thousand persons,Females,Active population,8543.0,2014-01-01 +11249,Italy,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),7416.0,2014-01-01 +11250,Italy,From 25 to 54 years,Percentage of total population,Total,Active population,77.0,2014-01-01 +11251,Italy,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),67.9,2014-01-01 +11252,Italy,From 25 to 54 years,Percentage of total population,Males,Active population,87.7,2014-01-01 +11253,Italy,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),78.2,2014-01-01 +11254,Italy,From 25 to 54 years,Percentage of total population,Females,Active population,66.4,2014-01-01 +11255,Italy,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),57.6,2014-01-01 +11256,Italy,From 55 to 64 years,Thousand persons,Total,Active population,3712.0,2014-01-01 +11257,Italy,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),3508.0,2014-01-01 +11258,Italy,From 55 to 64 years,Thousand persons,Males,Active population,2214.0,2014-01-01 +11259,Italy,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2077.0,2014-01-01 +11260,Italy,From 55 to 64 years,Thousand persons,Females,Active population,1498.0,2014-01-01 +11261,Italy,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1432.0,2014-01-01 +11262,Italy,From 55 to 64 years,Percentage of total population,Total,Active population,48.9,2014-01-01 +11263,Italy,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.2,2014-01-01 +11264,Italy,From 55 to 64 years,Percentage of total population,Males,Active population,60.2,2014-01-01 +11265,Italy,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.5,2014-01-01 +11266,Italy,From 55 to 64 years,Percentage of total population,Females,Active population,38.3,2014-01-01 +11267,Italy,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),36.6,2014-01-01 +11268,Cyprus,From 15 to 24 years,Thousand persons,Total,Active population,42.0,2014-01-01 +11269,Cyprus,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),27.0,2014-01-01 +11270,Cyprus,From 15 to 24 years,Thousand persons,Males,Active population,20.0,2014-01-01 +11271,Cyprus,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),13.0,2014-01-01 +11272,Cyprus,From 15 to 24 years,Thousand persons,Females,Active population,22.0,2014-01-01 +11273,Cyprus,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),14.0,2014-01-01 +11274,Cyprus,From 15 to 24 years,Percentage of total population,Total,Active population,40.3,2014-01-01 +11275,Cyprus,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.8,2014-01-01 +11276,Cyprus,From 15 to 24 years,Percentage of total population,Males,Active population,41.2,2014-01-01 +11277,Cyprus,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),25.8,2014-01-01 +11278,Cyprus,From 15 to 24 years,Percentage of total population,Females,Active population,39.5,2014-01-01 +11279,Cyprus,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.9,2014-01-01 +11280,Cyprus,From 25 to 54 years,Thousand persons,Total,Active population,330.0,2014-01-01 +11281,Cyprus,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),284.0,2014-01-01 +11282,Cyprus,From 25 to 54 years,Thousand persons,Males,Active population,165.0,2014-01-01 +11283,Cyprus,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),140.0,2014-01-01 +11284,Cyprus,From 25 to 54 years,Thousand persons,Females,Active population,165.0,2014-01-01 +11285,Cyprus,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),144.0,2014-01-01 +11286,Cyprus,From 25 to 54 years,Percentage of total population,Total,Active population,88.4,2014-01-01 +11287,Cyprus,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.2,2014-01-01 +11288,Cyprus,From 25 to 54 years,Percentage of total population,Males,Active population,93.5,2014-01-01 +11289,Cyprus,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),79.6,2014-01-01 +11290,Cyprus,From 25 to 54 years,Percentage of total population,Females,Active population,83.9,2014-01-01 +11291,Cyprus,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.1,2014-01-01 +11292,Cyprus,From 55 to 64 years,Thousand persons,Total,Active population,53.0,2014-01-01 +11293,Cyprus,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),44.0,2014-01-01 +11294,Cyprus,From 55 to 64 years,Thousand persons,Males,Active population,32.0,2014-01-01 +11295,Cyprus,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),27.0,2014-01-01 +11296,Cyprus,From 55 to 64 years,Thousand persons,Females,Active population,20.0,2014-01-01 +11297,Cyprus,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),18.0,2014-01-01 +11298,Cyprus,From 55 to 64 years,Percentage of total population,Total,Active population,56.0,2014-01-01 +11299,Cyprus,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.9,2014-01-01 +11300,Cyprus,From 55 to 64 years,Percentage of total population,Males,Active population,69.9,2014-01-01 +11301,Cyprus,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),57.1,2014-01-01 +11302,Cyprus,From 55 to 64 years,Percentage of total population,Females,Active population,42.5,2014-01-01 +11303,Cyprus,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),36.9,2014-01-01 +11304,Latvia,From 15 to 24 years,Thousand persons,Total,Active population,86.0,2014-01-01 +11305,Latvia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),69.0,2014-01-01 +11306,Latvia,From 15 to 24 years,Thousand persons,Males,Active population,49.0,2014-01-01 +11307,Latvia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),40.0,2014-01-01 +11308,Latvia,From 15 to 24 years,Thousand persons,Females,Active population,37.0,2014-01-01 +11309,Latvia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),29.0,2014-01-01 +11310,Latvia,From 15 to 24 years,Percentage of total population,Total,Active population,40.4,2014-01-01 +11311,Latvia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.5,2014-01-01 +11312,Latvia,From 15 to 24 years,Percentage of total population,Males,Active population,45.3,2014-01-01 +11313,Latvia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),36.5,2014-01-01 +11314,Latvia,From 15 to 24 years,Percentage of total population,Females,Active population,35.3,2014-01-01 +11315,Latvia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.3,2014-01-01 +11316,Latvia,From 25 to 54 years,Thousand persons,Total,Active population,717.0,2014-01-01 +11317,Latvia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),643.0,2014-01-01 +11318,Latvia,From 25 to 54 years,Thousand persons,Males,Active population,364.0,2014-01-01 +11319,Latvia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),324.0,2014-01-01 +11320,Latvia,From 25 to 54 years,Thousand persons,Females,Active population,353.0,2014-01-01 +11321,Latvia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),319.0,2014-01-01 +11322,Latvia,From 25 to 54 years,Percentage of total population,Total,Active population,87.2,2014-01-01 +11323,Latvia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.2,2014-01-01 +11324,Latvia,From 25 to 54 years,Percentage of total population,Males,Active population,90.5,2014-01-01 +11325,Latvia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),80.4,2014-01-01 +11326,Latvia,From 25 to 54 years,Percentage of total population,Females,Active population,84.0,2014-01-01 +11327,Latvia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.0,2014-01-01 +11328,Latvia,From 55 to 64 years,Thousand persons,Total,Active population,163.0,2014-01-01 +11329,Latvia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),147.0,2014-01-01 +11330,Latvia,From 55 to 64 years,Thousand persons,Males,Active population,72.0,2014-01-01 +11331,Latvia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),64.0,2014-01-01 +11332,Latvia,From 55 to 64 years,Thousand persons,Females,Active population,91.0,2014-01-01 +11333,Latvia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),83.0,2014-01-01 +11334,Latvia,From 55 to 64 years,Percentage of total population,Total,Active population,62.6,2014-01-01 +11335,Latvia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),56.4,2014-01-01 +11336,Latvia,From 55 to 64 years,Percentage of total population,Males,Active population,63.7,2014-01-01 +11337,Latvia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.3,2014-01-01 +11338,Latvia,From 55 to 64 years,Percentage of total population,Females,Active population,61.7,2014-01-01 +11339,Latvia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),56.4,2014-01-01 +11340,Lithuania,From 15 to 24 years,Thousand persons,Total,Active population,132.0,2014-01-01 +11341,Lithuania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),107.0,2014-01-01 +11342,Lithuania,From 15 to 24 years,Thousand persons,Males,Active population,77.0,2014-01-01 +11343,Lithuania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),62.0,2014-01-01 +11344,Lithuania,From 15 to 24 years,Thousand persons,Females,Active population,55.0,2014-01-01 +11345,Lithuania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),45.0,2014-01-01 +11346,Lithuania,From 15 to 24 years,Percentage of total population,Total,Active population,34.2,2014-01-01 +11347,Lithuania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),27.6,2014-01-01 +11348,Lithuania,From 15 to 24 years,Percentage of total population,Males,Active population,38.6,2014-01-01 +11349,Lithuania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),31.0,2014-01-01 +11350,Lithuania,From 15 to 24 years,Percentage of total population,Females,Active population,29.6,2014-01-01 +11351,Lithuania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.1,2014-01-01 +11352,Lithuania,From 25 to 54 years,Thousand persons,Total,Active population,1077.0,2014-01-01 +11353,Lithuania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),971.0,2014-01-01 +11354,Lithuania,From 25 to 54 years,Thousand persons,Males,Active population,532.0,2014-01-01 +11355,Lithuania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),473.0,2014-01-01 +11356,Lithuania,From 25 to 54 years,Thousand persons,Females,Active population,545.0,2014-01-01 +11357,Lithuania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),497.0,2014-01-01 +11358,Lithuania,From 25 to 54 years,Percentage of total population,Total,Active population,89.7,2014-01-01 +11359,Lithuania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.8,2014-01-01 +11360,Lithuania,From 25 to 54 years,Percentage of total population,Males,Active population,90.8,2014-01-01 +11361,Lithuania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),80.7,2014-01-01 +11362,Lithuania,From 25 to 54 years,Percentage of total population,Females,Active population,88.7,2014-01-01 +11363,Lithuania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.9,2014-01-01 +11364,Lithuania,From 55 to 64 years,Thousand persons,Total,Active population,236.0,2014-01-01 +11365,Lithuania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),211.0,2014-01-01 +11366,Lithuania,From 55 to 64 years,Thousand persons,Males,Active population,112.0,2014-01-01 +11367,Lithuania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),97.0,2014-01-01 +11368,Lithuania,From 55 to 64 years,Thousand persons,Females,Active population,124.0,2014-01-01 +11369,Lithuania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),114.0,2014-01-01 +11370,Lithuania,From 55 to 64 years,Percentage of total population,Total,Active population,63.0,2014-01-01 +11371,Lithuania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),56.2,2014-01-01 +11372,Lithuania,From 55 to 64 years,Percentage of total population,Males,Active population,68.2,2014-01-01 +11373,Lithuania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.8,2014-01-01 +11374,Lithuania,From 55 to 64 years,Percentage of total population,Females,Active population,58.9,2014-01-01 +11375,Lithuania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),54.3,2014-01-01 +11376,Luxembourg,From 15 to 24 years,Thousand persons,Total,Active population,16.0,2014-01-01 +11377,Luxembourg,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),12.0,2014-01-01 +11378,Luxembourg,From 15 to 24 years,Thousand persons,Males,Active population,9.0,2014-01-01 +11379,Luxembourg,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),7.0,2014-01-01 +11380,Luxembourg,From 15 to 24 years,Thousand persons,Females,Active population,7.0,2014-01-01 +11381,Luxembourg,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),6.0,2014-01-01 +11382,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Active population,26.3,2014-01-01 +11383,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),20.4,2014-01-01 +11384,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Active population,29.6,2014-01-01 +11385,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),21.9,2014-01-01 +11386,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Active population,23.0,2014-01-01 +11387,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.8,2014-01-01 +11388,Luxembourg,From 25 to 54 years,Thousand persons,Total,Active population,216.0,2014-01-01 +11389,Luxembourg,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),205.0,2014-01-01 +11390,Luxembourg,From 25 to 54 years,Thousand persons,Males,Active population,118.0,2014-01-01 +11391,Luxembourg,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),112.0,2014-01-01 +11392,Luxembourg,From 25 to 54 years,Thousand persons,Females,Active population,98.0,2014-01-01 +11393,Luxembourg,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),93.0,2014-01-01 +11394,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Active population,88.0,2014-01-01 +11395,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.7,2014-01-01 +11396,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Active population,94.9,2014-01-01 +11397,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.5,2014-01-01 +11398,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Active population,80.9,2014-01-01 +11399,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.8,2014-01-01 +11400,Luxembourg,From 55 to 64 years,Thousand persons,Total,Active population,27.0,2014-01-01 +11401,Luxembourg,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),25.0,2014-01-01 +11402,Luxembourg,From 55 to 64 years,Thousand persons,Males,Active population,16.0,2014-01-01 +11403,Luxembourg,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),15.0,2014-01-01 +11404,Luxembourg,From 55 to 64 years,Thousand persons,Females,Active population,11.0,2014-01-01 +11405,Luxembourg,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),10.0,2014-01-01 +11406,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Active population,44.5,2014-01-01 +11407,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),42.5,2014-01-01 +11408,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Active population,52.1,2014-01-01 +11409,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),49.8,2014-01-01 +11410,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Active population,36.5,2014-01-01 +11411,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.0,2014-01-01 +11412,Hungary,From 15 to 24 years,Thousand persons,Total,Active population,332.0,2014-01-01 +11413,Hungary,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),264.0,2014-01-01 +11414,Hungary,From 15 to 24 years,Thousand persons,Males,Active population,190.0,2014-01-01 +11415,Hungary,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),152.0,2014-01-01 +11416,Hungary,From 15 to 24 years,Thousand persons,Females,Active population,142.0,2014-01-01 +11417,Hungary,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),112.0,2014-01-01 +11418,Hungary,From 15 to 24 years,Percentage of total population,Total,Active population,29.5,2014-01-01 +11419,Hungary,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),23.5,2014-01-01 +11420,Hungary,From 15 to 24 years,Percentage of total population,Males,Active population,33.0,2014-01-01 +11421,Hungary,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),26.4,2014-01-01 +11422,Hungary,From 15 to 24 years,Percentage of total population,Females,Active population,25.9,2014-01-01 +11423,Hungary,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),20.5,2014-01-01 +11424,Hungary,From 25 to 54 years,Thousand persons,Total,Active population,3458.0,2014-01-01 +11425,Hungary,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3223.0,2014-01-01 +11426,Hungary,From 25 to 54 years,Thousand persons,Males,Active population,1855.0,2014-01-01 +11427,Hungary,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1735.0,2014-01-01 +11428,Hungary,From 25 to 54 years,Thousand persons,Females,Active population,1603.0,2014-01-01 +11429,Hungary,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1488.0,2014-01-01 +11430,Hungary,From 25 to 54 years,Percentage of total population,Total,Active population,85.0,2014-01-01 +11431,Hungary,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.2,2014-01-01 +11432,Hungary,From 25 to 54 years,Percentage of total population,Males,Active population,91.2,2014-01-01 +11433,Hungary,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.3,2014-01-01 +11434,Hungary,From 25 to 54 years,Percentage of total population,Females,Active population,78.8,2014-01-01 +11435,Hungary,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.2,2014-01-01 +11436,Hungary,From 55 to 64 years,Thousand persons,Total,Active population,623.0,2014-01-01 +11437,Hungary,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),583.0,2014-01-01 +11438,Hungary,From 55 to 64 years,Thousand persons,Males,Active population,339.0,2014-01-01 +11439,Hungary,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),316.0,2014-01-01 +11440,Hungary,From 55 to 64 years,Thousand persons,Females,Active population,284.0,2014-01-01 +11441,Hungary,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),267.0,2014-01-01 +11442,Hungary,From 55 to 64 years,Percentage of total population,Total,Active population,44.6,2014-01-01 +11443,Hungary,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.7,2014-01-01 +11444,Hungary,From 55 to 64 years,Percentage of total population,Males,Active population,53.2,2014-01-01 +11445,Hungary,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),49.6,2014-01-01 +11446,Hungary,From 55 to 64 years,Percentage of total population,Females,Active population,37.4,2014-01-01 +11447,Hungary,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.2,2014-01-01 +11448,Malta,From 15 to 24 years,Thousand persons,Total,Active population,28.0,2014-01-01 +11449,Malta,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),25.0,2014-01-01 +11450,Malta,From 15 to 24 years,Thousand persons,Males,Active population,15.0,2014-01-01 +11451,Malta,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),13.0,2014-01-01 +11452,Malta,From 15 to 24 years,Thousand persons,Females,Active population,13.0,2014-01-01 +11453,Malta,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),12.0,2014-01-01 +11454,Malta,From 15 to 24 years,Percentage of total population,Total,Active population,52.4,2014-01-01 +11455,Malta,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.2,2014-01-01 +11456,Malta,From 15 to 24 years,Percentage of total population,Males,Active population,52.9,2014-01-01 +11457,Malta,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.7,2014-01-01 +11458,Malta,From 15 to 24 years,Percentage of total population,Females,Active population,51.8,2014-01-01 +11459,Malta,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),46.8,2014-01-01 +11460,Malta,From 25 to 54 years,Thousand persons,Total,Active population,137.0,2014-01-01 +11461,Malta,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),131.0,2014-01-01 +11462,Malta,From 25 to 54 years,Thousand persons,Males,Active population,84.0,2014-01-01 +11463,Malta,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),80.0,2014-01-01 +11464,Malta,From 25 to 54 years,Thousand persons,Females,Active population,53.0,2014-01-01 +11465,Malta,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),51.0,2014-01-01 +11466,Malta,From 25 to 54 years,Percentage of total population,Total,Active population,79.6,2014-01-01 +11467,Malta,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.9,2014-01-01 +11468,Malta,From 25 to 54 years,Percentage of total population,Males,Active population,95.1,2014-01-01 +11469,Malta,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.6,2014-01-01 +11470,Malta,From 25 to 54 years,Percentage of total population,Females,Active population,63.4,2014-01-01 +11471,Malta,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),60.6,2014-01-01 +11472,Malta,From 55 to 64 years,Thousand persons,Total,Active population,24.0,2014-01-01 +11473,Malta,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),22.0,2014-01-01 +11474,Malta,From 55 to 64 years,Thousand persons,Males,Active population,18.0,2014-01-01 +11475,Malta,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),16.0,2014-01-01 +11476,Malta,From 55 to 64 years,Thousand persons,Females,Active population,6.0,2014-01-01 +11477,Malta,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),6.0,2014-01-01 +11478,Malta,From 55 to 64 years,Percentage of total population,Total,Active population,40.3,2014-01-01 +11479,Malta,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.8,2014-01-01 +11480,Malta,From 55 to 64 years,Percentage of total population,Males,Active population,60.1,2014-01-01 +11481,Malta,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.7,2014-01-01 +11482,Malta,From 55 to 64 years,Percentage of total population,Females,Active population,20.7,2014-01-01 +11483,Malta,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.9,2014-01-01 +11484,Netherlands,From 15 to 24 years,Thousand persons,Total,Active population,1378.0,2014-01-01 +11485,Netherlands,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1202.0,2014-01-01 +11486,Netherlands,From 15 to 24 years,Thousand persons,Males,Active population,696.0,2014-01-01 +11487,Netherlands,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),610.0,2014-01-01 +11488,Netherlands,From 15 to 24 years,Thousand persons,Females,Active population,681.0,2014-01-01 +11489,Netherlands,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),592.0,2014-01-01 +11490,Netherlands,From 15 to 24 years,Percentage of total population,Total,Active population,67.4,2014-01-01 +11491,Netherlands,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),58.8,2014-01-01 +11492,Netherlands,From 15 to 24 years,Percentage of total population,Males,Active population,67.0,2014-01-01 +11493,Netherlands,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.7,2014-01-01 +11494,Netherlands,From 15 to 24 years,Percentage of total population,Females,Active population,67.7,2014-01-01 +11495,Netherlands,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),58.8,2014-01-01 +11496,Netherlands,From 25 to 54 years,Thousand persons,Total,Active population,5893.0,2014-01-01 +11497,Netherlands,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),5529.0,2014-01-01 +11498,Netherlands,From 25 to 54 years,Thousand persons,Males,Active population,3124.0,2014-01-01 +11499,Netherlands,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2944.0,2014-01-01 +11500,Netherlands,From 25 to 54 years,Thousand persons,Females,Active population,2769.0,2014-01-01 +11501,Netherlands,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2585.0,2014-01-01 +11502,Netherlands,From 25 to 54 years,Percentage of total population,Total,Active population,87.1,2014-01-01 +11503,Netherlands,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.7,2014-01-01 +11504,Netherlands,From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2014-01-01 +11505,Netherlands,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.9,2014-01-01 +11506,Netherlands,From 25 to 54 years,Percentage of total population,Females,Active population,81.9,2014-01-01 +11507,Netherlands,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.5,2014-01-01 +11508,Netherlands,From 55 to 64 years,Thousand persons,Total,Active population,1406.0,2014-01-01 +11509,Netherlands,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1297.0,2014-01-01 +11510,Netherlands,From 55 to 64 years,Thousand persons,Males,Active population,817.0,2014-01-01 +11511,Netherlands,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),751.0,2014-01-01 +11512,Netherlands,From 55 to 64 years,Thousand persons,Females,Active population,589.0,2014-01-01 +11513,Netherlands,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),547.0,2014-01-01 +11514,Netherlands,From 55 to 64 years,Percentage of total population,Total,Active population,64.9,2014-01-01 +11515,Netherlands,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),59.9,2014-01-01 +11516,Netherlands,From 55 to 64 years,Percentage of total population,Males,Active population,75.5,2014-01-01 +11517,Netherlands,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),69.4,2014-01-01 +11518,Netherlands,From 55 to 64 years,Percentage of total population,Females,Active population,54.3,2014-01-01 +11519,Netherlands,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),50.4,2014-01-01 +11520,Austria,From 15 to 24 years,Thousand persons,Total,Active population,566.0,2014-01-01 +11521,Austria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),508.0,2014-01-01 +11522,Austria,From 15 to 24 years,Thousand persons,Males,Active population,296.0,2014-01-01 +11523,Austria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),265.0,2014-01-01 +11524,Austria,From 15 to 24 years,Thousand persons,Females,Active population,270.0,2014-01-01 +11525,Austria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),244.0,2014-01-01 +11526,Austria,From 15 to 24 years,Percentage of total population,Total,Active population,58.0,2014-01-01 +11527,Austria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),52.1,2014-01-01 +11528,Austria,From 15 to 24 years,Percentage of total population,Males,Active population,60.7,2014-01-01 +11529,Austria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.3,2014-01-01 +11530,Austria,From 15 to 24 years,Percentage of total population,Females,Active population,55.4,2014-01-01 +11531,Austria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.9,2014-01-01 +11532,Austria,From 25 to 54 years,Thousand persons,Total,Active population,3229.0,2014-01-01 +11533,Austria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3061.0,2014-01-01 +11534,Austria,From 25 to 54 years,Thousand persons,Males,Active population,1679.0,2014-01-01 +11535,Austria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1589.0,2014-01-01 +11536,Austria,From 25 to 54 years,Thousand persons,Females,Active population,1550.0,2014-01-01 +11537,Austria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1472.0,2014-01-01 +11538,Austria,From 25 to 54 years,Percentage of total population,Total,Active population,88.0,2014-01-01 +11539,Austria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.4,2014-01-01 +11540,Austria,From 25 to 54 years,Percentage of total population,Males,Active population,91.5,2014-01-01 +11541,Austria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.6,2014-01-01 +11542,Austria,From 25 to 54 years,Percentage of total population,Females,Active population,84.5,2014-01-01 +11543,Austria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.3,2014-01-01 +11544,Austria,From 55 to 64 years,Thousand persons,Total,Active population,483.0,2014-01-01 +11545,Austria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),465.0,2014-01-01 +11546,Austria,From 55 to 64 years,Thousand persons,Males,Active population,285.0,2014-01-01 +11547,Austria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),272.0,2014-01-01 +11548,Austria,From 55 to 64 years,Thousand persons,Females,Active population,198.0,2014-01-01 +11549,Austria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),192.0,2014-01-01 +11550,Austria,From 55 to 64 years,Percentage of total population,Total,Active population,46.9,2014-01-01 +11551,Austria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.1,2014-01-01 +11552,Austria,From 55 to 64 years,Percentage of total population,Males,Active population,56.8,2014-01-01 +11553,Austria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.3,2014-01-01 +11554,Austria,From 55 to 64 years,Percentage of total population,Females,Active population,37.5,2014-01-01 +11555,Austria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),36.4,2014-01-01 +11556,Poland,From 15 to 24 years,Thousand persons,Total,Active population,1455.0,2014-01-01 +11557,Poland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1108.0,2014-01-01 +11558,Poland,From 15 to 24 years,Thousand persons,Males,Active population,857.0,2014-01-01 +11559,Poland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),663.0,2014-01-01 +11560,Poland,From 15 to 24 years,Thousand persons,Females,Active population,598.0,2014-01-01 +11561,Poland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),445.0,2014-01-01 +11562,Poland,From 15 to 24 years,Percentage of total population,Total,Active population,33.9,2014-01-01 +11563,Poland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.8,2014-01-01 +11564,Poland,From 15 to 24 years,Percentage of total population,Males,Active population,38.8,2014-01-01 +11565,Poland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),30.0,2014-01-01 +11566,Poland,From 15 to 24 years,Percentage of total population,Females,Active population,28.7,2014-01-01 +11567,Poland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.3,2014-01-01 +11568,Poland,From 25 to 54 years,Thousand persons,Total,Active population,13212.0,2014-01-01 +11569,Poland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),12167.0,2014-01-01 +11570,Poland,From 25 to 54 years,Thousand persons,Males,Active population,7089.0,2014-01-01 +11571,Poland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),6577.0,2014-01-01 +11572,Poland,From 25 to 54 years,Thousand persons,Females,Active population,6123.0,2014-01-01 +11573,Poland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),5590.0,2014-01-01 +11574,Poland,From 25 to 54 years,Percentage of total population,Total,Active population,85.1,2014-01-01 +11575,Poland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.4,2014-01-01 +11576,Poland,From 25 to 54 years,Percentage of total population,Males,Active population,90.5,2014-01-01 +11577,Poland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.9,2014-01-01 +11578,Poland,From 25 to 54 years,Percentage of total population,Females,Active population,79.6,2014-01-01 +11579,Poland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.7,2014-01-01 +11580,Poland,From 55 to 64 years,Thousand persons,Total,Active population,2485.0,2014-01-01 +11581,Poland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2316.0,2014-01-01 +11582,Poland,From 55 to 64 years,Thousand persons,Males,Active population,1472.0,2014-01-01 +11583,Poland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1367.0,2014-01-01 +11584,Poland,From 55 to 64 years,Thousand persons,Females,Active population,1013.0,2014-01-01 +11585,Poland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),948.0,2014-01-01 +11586,Poland,From 55 to 64 years,Percentage of total population,Total,Active population,45.6,2014-01-01 +11587,Poland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),42.5,2014-01-01 +11588,Poland,From 55 to 64 years,Percentage of total population,Males,Active population,57.2,2014-01-01 +11589,Poland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.1,2014-01-01 +11590,Poland,From 55 to 64 years,Percentage of total population,Females,Active population,35.2,2014-01-01 +11591,Poland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.9,2014-01-01 +11592,Portugal,From 15 to 24 years,Thousand persons,Total,Active population,378.0,2014-01-01 +11593,Portugal,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),247.0,2014-01-01 +11594,Portugal,From 15 to 24 years,Thousand persons,Males,Active population,193.0,2014-01-01 +11595,Portugal,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),127.0,2014-01-01 +11596,Portugal,From 15 to 24 years,Thousand persons,Females,Active population,185.0,2014-01-01 +11597,Portugal,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),119.0,2014-01-01 +11598,Portugal,From 15 to 24 years,Percentage of total population,Total,Active population,34.3,2014-01-01 +11599,Portugal,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),22.4,2014-01-01 +11600,Portugal,From 15 to 24 years,Percentage of total population,Males,Active population,34.8,2014-01-01 +11601,Portugal,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),22.9,2014-01-01 +11602,Portugal,From 15 to 24 years,Percentage of total population,Females,Active population,33.8,2014-01-01 +11603,Portugal,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.9,2014-01-01 +11604,Portugal,From 25 to 54 years,Thousand persons,Total,Active population,3858.0,2014-01-01 +11605,Portugal,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3368.0,2014-01-01 +11606,Portugal,From 25 to 54 years,Thousand persons,Males,Active population,1925.0,2014-01-01 +11607,Portugal,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1694.0,2014-01-01 +11608,Portugal,From 25 to 54 years,Thousand persons,Females,Active population,1933.0,2014-01-01 +11609,Portugal,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1674.0,2014-01-01 +11610,Portugal,From 25 to 54 years,Percentage of total population,Total,Active population,88.6,2014-01-01 +11611,Portugal,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.4,2014-01-01 +11612,Portugal,From 25 to 54 years,Percentage of total population,Males,Active population,91.6,2014-01-01 +11613,Portugal,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),80.6,2014-01-01 +11614,Portugal,From 25 to 54 years,Percentage of total population,Females,Active population,85.8,2014-01-01 +11615,Portugal,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.3,2014-01-01 +11616,Portugal,From 55 to 64 years,Thousand persons,Total,Active population,740.0,2014-01-01 +11617,Portugal,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),640.0,2014-01-01 +11618,Portugal,From 55 to 64 years,Thousand persons,Males,Active population,404.0,2014-01-01 +11619,Portugal,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),343.0,2014-01-01 +11620,Portugal,From 55 to 64 years,Thousand persons,Females,Active population,336.0,2014-01-01 +11621,Portugal,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),298.0,2014-01-01 +11622,Portugal,From 55 to 64 years,Percentage of total population,Total,Active population,55.3,2014-01-01 +11623,Portugal,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.8,2014-01-01 +11624,Portugal,From 55 to 64 years,Percentage of total population,Males,Active population,64.0,2014-01-01 +11625,Portugal,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.3,2014-01-01 +11626,Portugal,From 55 to 64 years,Percentage of total population,Females,Active population,47.5,2014-01-01 +11627,Portugal,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.1,2014-01-01 +11628,Romania,From 15 to 24 years,Thousand persons,Total,Active population,669.0,2014-01-01 +11629,Romania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),508.0,2014-01-01 +11630,Romania,From 15 to 24 years,Thousand persons,Males,Active population,406.0,2014-01-01 +11631,Romania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),311.0,2014-01-01 +11632,Romania,From 15 to 24 years,Thousand persons,Females,Active population,262.0,2014-01-01 +11633,Romania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),198.0,2014-01-01 +11634,Romania,From 15 to 24 years,Percentage of total population,Total,Active population,29.6,2014-01-01 +11635,Romania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),22.5,2014-01-01 +11636,Romania,From 15 to 24 years,Percentage of total population,Males,Active population,34.8,2014-01-01 +11637,Romania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),26.6,2014-01-01 +11638,Romania,From 15 to 24 years,Percentage of total population,Females,Active population,24.0,2014-01-01 +11639,Romania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.0,2014-01-01 +11640,Romania,From 25 to 54 years,Thousand persons,Total,Active population,6983.0,2014-01-01 +11641,Romania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),6556.0,2014-01-01 +11642,Romania,From 25 to 54 years,Thousand persons,Males,Active population,3935.0,2014-01-01 +11643,Romania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3676.0,2014-01-01 +11644,Romania,From 25 to 54 years,Thousand persons,Females,Active population,3048.0,2014-01-01 +11645,Romania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2879.0,2014-01-01 +11646,Romania,From 25 to 54 years,Percentage of total population,Total,Active population,82.1,2014-01-01 +11647,Romania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.1,2014-01-01 +11648,Romania,From 25 to 54 years,Percentage of total population,Males,Active population,90.5,2014-01-01 +11649,Romania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.6,2014-01-01 +11650,Romania,From 25 to 54 years,Percentage of total population,Females,Active population,73.3,2014-01-01 +11651,Romania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),69.3,2014-01-01 +11652,Romania,From 55 to 64 years,Thousand persons,Total,Active population,1231.0,2014-01-01 +11653,Romania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1190.0,2014-01-01 +11654,Romania,From 55 to 64 years,Thousand persons,Males,Active population,720.0,2014-01-01 +11655,Romania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),690.0,2014-01-01 +11656,Romania,From 55 to 64 years,Thousand persons,Females,Active population,511.0,2014-01-01 +11657,Romania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),500.0,2014-01-01 +11658,Romania,From 55 to 64 years,Percentage of total population,Total,Active population,44.6,2014-01-01 +11659,Romania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),43.1,2014-01-01 +11660,Romania,From 55 to 64 years,Percentage of total population,Males,Active population,55.4,2014-01-01 +11661,Romania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.2,2014-01-01 +11662,Romania,From 55 to 64 years,Percentage of total population,Females,Active population,35.0,2014-01-01 +11663,Romania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.2,2014-01-01 +11664,Slovenia,From 15 to 24 years,Thousand persons,Total,Active population,70.0,2014-01-01 +11665,Slovenia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),56.0,2014-01-01 +11666,Slovenia,From 15 to 24 years,Thousand persons,Males,Active population,39.0,2014-01-01 +11667,Slovenia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),32.0,2014-01-01 +11668,Slovenia,From 15 to 24 years,Thousand persons,Females,Active population,31.0,2014-01-01 +11669,Slovenia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),24.0,2014-01-01 +11670,Slovenia,From 15 to 24 years,Percentage of total population,Total,Active population,33.6,2014-01-01 +11671,Slovenia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),26.8,2014-01-01 +11672,Slovenia,From 15 to 24 years,Percentage of total population,Males,Active population,36.6,2014-01-01 +11673,Slovenia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.5,2014-01-01 +11674,Slovenia,From 15 to 24 years,Percentage of total population,Females,Active population,30.4,2014-01-01 +11675,Slovenia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.0,2014-01-01 +11676,Slovenia,From 25 to 54 years,Thousand persons,Total,Active population,807.0,2014-01-01 +11677,Slovenia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),732.0,2014-01-01 +11678,Slovenia,From 25 to 54 years,Thousand persons,Males,Active population,428.0,2014-01-01 +11679,Slovenia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),392.0,2014-01-01 +11680,Slovenia,From 25 to 54 years,Thousand persons,Females,Active population,379.0,2014-01-01 +11681,Slovenia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),340.0,2014-01-01 +11682,Slovenia,From 25 to 54 years,Percentage of total population,Total,Active population,90.3,2014-01-01 +11683,Slovenia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.9,2014-01-01 +11684,Slovenia,From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2014-01-01 +11685,Slovenia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.6,2014-01-01 +11686,Slovenia,From 25 to 54 years,Percentage of total population,Females,Active population,88.3,2014-01-01 +11687,Slovenia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.1,2014-01-01 +11688,Slovenia,From 55 to 64 years,Thousand persons,Total,Active population,113.0,2014-01-01 +11689,Slovenia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),104.0,2014-01-01 +11690,Slovenia,From 55 to 64 years,Thousand persons,Males,Active population,67.0,2014-01-01 +11691,Slovenia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),62.0,2014-01-01 +11692,Slovenia,From 55 to 64 years,Thousand persons,Females,Active population,46.0,2014-01-01 +11693,Slovenia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),43.0,2014-01-01 +11694,Slovenia,From 55 to 64 years,Percentage of total population,Total,Active population,38.4,2014-01-01 +11695,Slovenia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),35.4,2014-01-01 +11696,Slovenia,From 55 to 64 years,Percentage of total population,Males,Active population,45.7,2014-01-01 +11697,Slovenia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),41.8,2014-01-01 +11698,Slovenia,From 55 to 64 years,Percentage of total population,Females,Active population,31.1,2014-01-01 +11699,Slovenia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.0,2014-01-01 +11700,Slovakia,From 15 to 24 years,Thousand persons,Total,Active population,211.0,2014-01-01 +11701,Slovakia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),148.0,2014-01-01 +11702,Slovakia,From 15 to 24 years,Thousand persons,Males,Active population,133.0,2014-01-01 +11703,Slovakia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),94.0,2014-01-01 +11704,Slovakia,From 15 to 24 years,Thousand persons,Females,Active population,78.0,2014-01-01 +11705,Slovakia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),55.0,2014-01-01 +11706,Slovakia,From 15 to 24 years,Percentage of total population,Total,Active population,31.0,2014-01-01 +11707,Slovakia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),21.8,2014-01-01 +11708,Slovakia,From 15 to 24 years,Percentage of total population,Males,Active population,38.0,2014-01-01 +11709,Slovakia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),26.8,2014-01-01 +11710,Slovakia,From 15 to 24 years,Percentage of total population,Females,Active population,23.6,2014-01-01 +11711,Slovakia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),16.5,2014-01-01 +11712,Slovakia,From 25 to 54 years,Thousand persons,Total,Active population,2129.0,2014-01-01 +11713,Slovakia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1873.0,2014-01-01 +11714,Slovakia,From 25 to 54 years,Thousand persons,Males,Active population,1164.0,2014-01-01 +11715,Slovakia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1030.0,2014-01-01 +11716,Slovakia,From 25 to 54 years,Thousand persons,Females,Active population,965.0,2014-01-01 +11717,Slovakia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),843.0,2014-01-01 +11718,Slovakia,From 25 to 54 years,Percentage of total population,Total,Active population,87.3,2014-01-01 +11719,Slovakia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.8,2014-01-01 +11720,Slovakia,From 25 to 54 years,Percentage of total population,Males,Active population,94.0,2014-01-01 +11721,Slovakia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.2,2014-01-01 +11722,Slovakia,From 25 to 54 years,Percentage of total population,Females,Active population,80.4,2014-01-01 +11723,Slovakia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.2,2014-01-01 +11724,Slovakia,From 55 to 64 years,Thousand persons,Total,Active population,367.0,2014-01-01 +11725,Slovakia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),328.0,2014-01-01 +11726,Slovakia,From 55 to 64 years,Thousand persons,Males,Active population,205.0,2014-01-01 +11727,Slovakia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),185.0,2014-01-01 +11728,Slovakia,From 55 to 64 years,Thousand persons,Females,Active population,163.0,2014-01-01 +11729,Slovakia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),144.0,2014-01-01 +11730,Slovakia,From 55 to 64 years,Percentage of total population,Total,Active population,50.1,2014-01-01 +11731,Slovakia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.8,2014-01-01 +11732,Slovakia,From 55 to 64 years,Percentage of total population,Males,Active population,58.9,2014-01-01 +11733,Slovakia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.1,2014-01-01 +11734,Slovakia,From 55 to 64 years,Percentage of total population,Females,Active population,42.1,2014-01-01 +11735,Slovakia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),37.2,2014-01-01 +11736,Finland,From 15 to 24 years,Thousand persons,Total,Active population,330.0,2014-01-01 +11737,Finland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),262.0,2014-01-01 +11738,Finland,From 15 to 24 years,Thousand persons,Males,Active population,163.0,2014-01-01 +11739,Finland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),126.0,2014-01-01 +11740,Finland,From 15 to 24 years,Thousand persons,Females,Active population,167.0,2014-01-01 +11741,Finland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),136.0,2014-01-01 +11742,Finland,From 15 to 24 years,Percentage of total population,Total,Active population,52.1,2014-01-01 +11743,Finland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.4,2014-01-01 +11744,Finland,From 15 to 24 years,Percentage of total population,Males,Active population,51.5,2014-01-01 +11745,Finland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),39.8,2014-01-01 +11746,Finland,From 15 to 24 years,Percentage of total population,Females,Active population,52.6,2014-01-01 +11747,Finland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.0,2014-01-01 +11748,Finland,From 25 to 54 years,Thousand persons,Total,Active population,1809.0,2014-01-01 +11749,Finland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1680.0,2014-01-01 +11750,Finland,From 25 to 54 years,Thousand persons,Males,Active population,952.0,2014-01-01 +11751,Finland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),879.0,2014-01-01 +11752,Finland,From 25 to 54 years,Thousand persons,Females,Active population,857.0,2014-01-01 +11753,Finland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),801.0,2014-01-01 +11754,Finland,From 25 to 54 years,Percentage of total population,Total,Active population,86.6,2014-01-01 +11755,Finland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.5,2014-01-01 +11756,Finland,From 25 to 54 years,Percentage of total population,Males,Active population,89.5,2014-01-01 +11757,Finland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.7,2014-01-01 +11758,Finland,From 25 to 54 years,Percentage of total population,Females,Active population,83.6,2014-01-01 +11759,Finland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.1,2014-01-01 +11760,Finland,From 55 to 64 years,Thousand persons,Total,Active population,479.0,2014-01-01 +11761,Finland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),444.0,2014-01-01 +11762,Finland,From 55 to 64 years,Thousand persons,Males,Active population,229.0,2014-01-01 +11763,Finland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),210.0,2014-01-01 +11764,Finland,From 55 to 64 years,Thousand persons,Females,Active population,249.0,2014-01-01 +11765,Finland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),234.0,2014-01-01 +11766,Finland,From 55 to 64 years,Percentage of total population,Total,Active population,63.8,2014-01-01 +11767,Finland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),59.1,2014-01-01 +11768,Finland,From 55 to 64 years,Percentage of total population,Males,Active population,61.9,2014-01-01 +11769,Finland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.8,2014-01-01 +11770,Finland,From 55 to 64 years,Percentage of total population,Females,Active population,65.5,2014-01-01 +11771,Finland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),61.4,2014-01-01 +11772,Sweden,From 15 to 24 years,Thousand persons,Total,Active population,670.0,2014-01-01 +11773,Sweden,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),517.0,2014-01-01 +11774,Sweden,From 15 to 24 years,Thousand persons,Males,Active population,341.0,2014-01-01 +11775,Sweden,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),259.0,2014-01-01 +11776,Sweden,From 15 to 24 years,Thousand persons,Females,Active population,329.0,2014-01-01 +11777,Sweden,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),258.0,2014-01-01 +11778,Sweden,From 15 to 24 years,Percentage of total population,Total,Active population,55.4,2014-01-01 +11779,Sweden,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),42.8,2014-01-01 +11780,Sweden,From 15 to 24 years,Percentage of total population,Males,Active population,54.9,2014-01-01 +11781,Sweden,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),41.6,2014-01-01 +11782,Sweden,From 15 to 24 years,Percentage of total population,Females,Active population,56.0,2014-01-01 +11783,Sweden,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.0,2014-01-01 +11784,Sweden,From 25 to 54 years,Thousand persons,Total,Active population,3439.0,2014-01-01 +11785,Sweden,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3233.0,2014-01-01 +11786,Sweden,From 25 to 54 years,Thousand persons,Males,Active population,1803.0,2014-01-01 +11787,Sweden,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1694.0,2014-01-01 +11788,Sweden,From 25 to 54 years,Thousand persons,Females,Active population,1636.0,2014-01-01 +11789,Sweden,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1539.0,2014-01-01 +11790,Sweden,From 25 to 54 years,Percentage of total population,Total,Active population,90.8,2014-01-01 +11791,Sweden,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),85.4,2014-01-01 +11792,Sweden,From 25 to 54 years,Percentage of total population,Males,Active population,93.5,2014-01-01 +11793,Sweden,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.8,2014-01-01 +11794,Sweden,From 25 to 54 years,Percentage of total population,Females,Active population,88.0,2014-01-01 +11795,Sweden,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.8,2014-01-01 +11796,Sweden,From 55 to 64 years,Thousand persons,Total,Active population,896.0,2014-01-01 +11797,Sweden,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),847.0,2014-01-01 +11798,Sweden,From 55 to 64 years,Thousand persons,Males,Active population,467.0,2014-01-01 +11799,Sweden,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),438.0,2014-01-01 +11800,Sweden,From 55 to 64 years,Thousand persons,Females,Active population,429.0,2014-01-01 +11801,Sweden,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),409.0,2014-01-01 +11802,Sweden,From 55 to 64 years,Percentage of total population,Total,Active population,78.2,2014-01-01 +11803,Sweden,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.0,2014-01-01 +11804,Sweden,From 55 to 64 years,Percentage of total population,Males,Active population,81.5,2014-01-01 +11805,Sweden,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),76.5,2014-01-01 +11806,Sweden,From 55 to 64 years,Percentage of total population,Females,Active population,74.9,2014-01-01 +11807,Sweden,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.5,2014-01-01 +11808,United Kingdom,From 15 to 24 years,Thousand persons,Total,Active population,4487.0,2014-01-01 +11809,United Kingdom,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3726.0,2014-01-01 +11810,United Kingdom,From 15 to 24 years,Thousand persons,Males,Active population,2340.0,2014-01-01 +11811,United Kingdom,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1897.0,2014-01-01 +11812,United Kingdom,From 15 to 24 years,Thousand persons,Females,Active population,2146.0,2014-01-01 +11813,United Kingdom,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1829.0,2014-01-01 +11814,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Active population,57.8,2014-01-01 +11815,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),48.0,2014-01-01 +11816,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Active population,59.5,2014-01-01 +11817,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.2,2014-01-01 +11818,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Active population,56.1,2014-01-01 +11819,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),47.8,2014-01-01 +11820,United Kingdom,From 25 to 54 years,Thousand persons,Total,Active population,22403.0,2014-01-01 +11821,United Kingdom,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),21377.0,2014-01-01 +11822,United Kingdom,From 25 to 54 years,Thousand persons,Males,Active population,11869.0,2014-01-01 +11823,United Kingdom,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),11333.0,2014-01-01 +11824,United Kingdom,From 25 to 54 years,Thousand persons,Females,Active population,10533.0,2014-01-01 +11825,United Kingdom,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),10044.0,2014-01-01 +11826,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Active population,86.0,2014-01-01 +11827,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.1,2014-01-01 +11828,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2014-01-01 +11829,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.0,2014-01-01 +11830,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Active population,79.9,2014-01-01 +11831,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.2,2014-01-01 +11832,United Kingdom,From 55 to 64 years,Thousand persons,Total,Active population,4645.0,2014-01-01 +11833,United Kingdom,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),4457.0,2014-01-01 +11834,United Kingdom,From 55 to 64 years,Thousand persons,Males,Active population,2545.0,2014-01-01 +11835,United Kingdom,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2432.0,2014-01-01 +11836,United Kingdom,From 55 to 64 years,Thousand persons,Females,Active population,2099.0,2014-01-01 +11837,United Kingdom,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),2025.0,2014-01-01 +11838,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Active population,63.5,2014-01-01 +11839,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.0,2014-01-01 +11840,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Active population,70.9,2014-01-01 +11841,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),67.8,2014-01-01 +11842,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Active population,56.4,2014-01-01 +11843,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),54.4,2014-01-01 +11844,Iceland,From 15 to 24 years,Thousand persons,Total,Active population,32.0,2014-01-01 +11845,Iceland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),29.0,2014-01-01 +11846,Iceland,From 15 to 24 years,Thousand persons,Males,Active population,16.0,2014-01-01 +11847,Iceland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),14.0,2014-01-01 +11848,Iceland,From 15 to 24 years,Thousand persons,Females,Active population,16.0,2014-01-01 +11849,Iceland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),15.0,2014-01-01 +11850,Iceland,From 15 to 24 years,Percentage of total population,Total,Active population,78.2,2014-01-01 +11851,Iceland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),70.5,2014-01-01 +11852,Iceland,From 15 to 24 years,Percentage of total population,Males,Active population,77.6,2014-01-01 +11853,Iceland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),67.6,2014-01-01 +11854,Iceland,From 15 to 24 years,Percentage of total population,Females,Active population,78.8,2014-01-01 +11855,Iceland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.6,2014-01-01 +11856,Iceland,From 25 to 54 years,Thousand persons,Total,Active population,114.0,2014-01-01 +11857,Iceland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),109.0,2014-01-01 +11858,Iceland,From 25 to 54 years,Thousand persons,Males,Active population,59.0,2014-01-01 +11859,Iceland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),57.0,2014-01-01 +11860,Iceland,From 25 to 54 years,Thousand persons,Females,Active population,55.0,2014-01-01 +11861,Iceland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),52.0,2014-01-01 +11862,Iceland,From 25 to 54 years,Percentage of total population,Total,Active population,90.3,2014-01-01 +11863,Iceland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),86.4,2014-01-01 +11864,Iceland,From 25 to 54 years,Percentage of total population,Males,Active population,93.6,2014-01-01 +11865,Iceland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),90.2,2014-01-01 +11866,Iceland,From 25 to 54 years,Percentage of total population,Females,Active population,86.9,2014-01-01 +11867,Iceland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.6,2014-01-01 +11868,Iceland,From 55 to 64 years,Thousand persons,Total,Active population,32.0,2014-01-01 +11869,Iceland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),31.0,2014-01-01 +11870,Iceland,From 55 to 64 years,Thousand persons,Males,Active population,17.0,2014-01-01 +11871,Iceland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),16.0,2014-01-01 +11872,Iceland,From 55 to 64 years,Thousand persons,Females,Active population,15.0,2014-01-01 +11873,Iceland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),15.0,2014-01-01 +11874,Iceland,From 55 to 64 years,Percentage of total population,Total,Active population,87.4,2014-01-01 +11875,Iceland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.8,2014-01-01 +11876,Iceland,From 55 to 64 years,Percentage of total population,Males,Active population,91.4,2014-01-01 +11877,Iceland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.7,2014-01-01 +11878,Iceland,From 55 to 64 years,Percentage of total population,Females,Active population,83.4,2014-01-01 +11879,Iceland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.8,2014-01-01 +11880,Norway,From 15 to 24 years,Thousand persons,Total,Active population,359.0,2014-01-01 +11881,Norway,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),330.0,2014-01-01 +11882,Norway,From 15 to 24 years,Thousand persons,Males,Active population,178.0,2014-01-01 +11883,Norway,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),162.0,2014-01-01 +11884,Norway,From 15 to 24 years,Thousand persons,Females,Active population,180.0,2014-01-01 +11885,Norway,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),168.0,2014-01-01 +11886,Norway,From 15 to 24 years,Percentage of total population,Total,Active population,54.4,2014-01-01 +11887,Norway,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.1,2014-01-01 +11888,Norway,From 15 to 24 years,Percentage of total population,Males,Active population,53.1,2014-01-01 +11889,Norway,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.2,2014-01-01 +11890,Norway,From 15 to 24 years,Percentage of total population,Females,Active population,55.8,2014-01-01 +11891,Norway,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),52.1,2014-01-01 +11892,Norway,From 25 to 54 years,Thousand persons,Total,Active population,1834.0,2014-01-01 +11893,Norway,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1773.0,2014-01-01 +11894,Norway,From 25 to 54 years,Thousand persons,Males,Active population,969.0,2014-01-01 +11895,Norway,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),936.0,2014-01-01 +11896,Norway,From 25 to 54 years,Thousand persons,Females,Active population,865.0,2014-01-01 +11897,Norway,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),837.0,2014-01-01 +11898,Norway,From 25 to 54 years,Percentage of total population,Total,Active population,86.8,2014-01-01 +11899,Norway,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.9,2014-01-01 +11900,Norway,From 25 to 54 years,Percentage of total population,Males,Active population,89.3,2014-01-01 +11901,Norway,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.2,2014-01-01 +11902,Norway,From 25 to 54 years,Percentage of total population,Females,Active population,84.1,2014-01-01 +11903,Norway,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),81.4,2014-01-01 +11904,Norway,From 55 to 64 years,Thousand persons,Total,Active population,439.0,2014-01-01 +11905,Norway,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),433.0,2014-01-01 +11906,Norway,From 55 to 64 years,Thousand persons,Males,Active population,233.0,2014-01-01 +11907,Norway,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),230.0,2014-01-01 +11908,Norway,From 55 to 64 years,Thousand persons,Females,Active population,205.0,2014-01-01 +11909,Norway,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),203.0,2014-01-01 +11910,Norway,From 55 to 64 years,Percentage of total population,Total,Active population,73.1,2014-01-01 +11911,Norway,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),72.2,2014-01-01 +11912,Norway,From 55 to 64 years,Percentage of total population,Males,Active population,77.0,2014-01-01 +11913,Norway,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),75.8,2014-01-01 +11914,Norway,From 55 to 64 years,Percentage of total population,Females,Active population,69.2,2014-01-01 +11915,Norway,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),68.5,2014-01-01 +11916,Switzerland,From 15 to 24 years,Thousand persons,Total,Active population,626.0,2014-01-01 +11917,Switzerland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),572.0,2014-01-01 +11918,Switzerland,From 15 to 24 years,Thousand persons,Males,Active population,323.0,2014-01-01 +11919,Switzerland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),295.0,2014-01-01 +11920,Switzerland,From 15 to 24 years,Thousand persons,Females,Active population,303.0,2014-01-01 +11921,Switzerland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),277.0,2014-01-01 +11922,Switzerland,From 15 to 24 years,Percentage of total population,Total,Active population,67.4,2014-01-01 +11923,Switzerland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.6,2014-01-01 +11924,Switzerland,From 15 to 24 years,Percentage of total population,Males,Active population,68.2,2014-01-01 +11925,Switzerland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),62.3,2014-01-01 +11926,Switzerland,From 15 to 24 years,Percentage of total population,Females,Active population,66.6,2014-01-01 +11927,Switzerland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),60.9,2014-01-01 +11928,Switzerland,From 25 to 54 years,Thousand persons,Total,Active population,3222.0,2014-01-01 +11929,Switzerland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3085.0,2014-01-01 +11930,Switzerland,From 25 to 54 years,Thousand persons,Males,Active population,1715.0,2014-01-01 +11931,Switzerland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1645.0,2014-01-01 +11932,Switzerland,From 25 to 54 years,Thousand persons,Females,Active population,1507.0,2014-01-01 +11933,Switzerland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1439.0,2014-01-01 +11934,Switzerland,From 25 to 54 years,Percentage of total population,Total,Active population,90.8,2014-01-01 +11935,Switzerland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),86.9,2014-01-01 +11936,Switzerland,From 25 to 54 years,Percentage of total population,Males,Active population,95.8,2014-01-01 +11937,Switzerland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),91.9,2014-01-01 +11938,Switzerland,From 25 to 54 years,Percentage of total population,Females,Active population,85.7,2014-01-01 +11939,Switzerland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),81.8,2014-01-01 +11940,Switzerland,From 55 to 64 years,Thousand persons,Total,Active population,733.0,2014-01-01 +11941,Switzerland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),709.0,2014-01-01 +11942,Switzerland,From 55 to 64 years,Thousand persons,Males,Active population,403.0,2014-01-01 +11943,Switzerland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),389.0,2014-01-01 +11944,Switzerland,From 55 to 64 years,Thousand persons,Females,Active population,330.0,2014-01-01 +11945,Switzerland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),320.0,2014-01-01 +11946,Switzerland,From 55 to 64 years,Percentage of total population,Total,Active population,74.0,2014-01-01 +11947,Switzerland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),71.6,2014-01-01 +11948,Switzerland,From 55 to 64 years,Percentage of total population,Males,Active population,81.4,2014-01-01 +11949,Switzerland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),78.7,2014-01-01 +11950,Switzerland,From 55 to 64 years,Percentage of total population,Females,Active population,66.5,2014-01-01 +11951,Switzerland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),64.4,2014-01-01 +11952,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Active population,95.0,2014-01-01 +11953,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),45.0,2014-01-01 +11954,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Active population,59.0,2014-01-01 +11955,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),29.0,2014-01-01 +11956,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Active population,35.0,2014-01-01 +11957,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),16.0,2014-01-01 +11958,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Active population,32.4,2014-01-01 +11959,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),15.2,2014-01-01 +11960,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Active population,39.3,2014-01-01 +11961,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),18.9,2014-01-01 +11962,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Active population,25.1,2014-01-01 +11963,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),11.3,2014-01-01 +11964,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Active population,733.0,2014-01-01 +11965,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),543.0,2014-01-01 +11966,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Active population,434.0,2014-01-01 +11967,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),325.0,2014-01-01 +11968,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Active population,299.0,2014-01-01 +11969,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),218.0,2014-01-01 +11970,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Active population,80.0,2014-01-01 +11971,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),59.3,2014-01-01 +11972,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Active population,93.2,2014-01-01 +11973,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),69.8,2014-01-01 +11974,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Active population,66.4,2014-01-01 +11975,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),48.5,2014-01-01 +11976,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Active population,126.0,2014-01-01 +11977,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),97.0,2014-01-01 +11978,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Active population,83.0,2014-01-01 +11979,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),63.0,2014-01-01 +11980,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Active population,43.0,2014-01-01 +11981,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),35.0,2014-01-01 +11982,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Active population,49.9,2014-01-01 +11983,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.6,2014-01-01 +11984,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Active population,66.8,2014-01-01 +11985,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.3,2014-01-01 +11986,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Active population,33.5,2014-01-01 +11987,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.1,2014-01-01 +11988,Turkey,From 15 to 24 years,Thousand persons,Total,Active population,4782.0,2014-01-01 +11989,Turkey,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3929.0,2014-01-01 +11990,Turkey,From 15 to 24 years,Thousand persons,Males,Active population,3163.0,2014-01-01 +11991,Turkey,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2637.0,2014-01-01 +11992,Turkey,From 15 to 24 years,Thousand persons,Females,Active population,1619.0,2014-01-01 +11993,Turkey,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1292.0,2014-01-01 +11994,Turkey,From 15 to 24 years,Percentage of total population,Total,Active population,40.8,2014-01-01 +11995,Turkey,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.5,2014-01-01 +11996,Turkey,From 15 to 24 years,Percentage of total population,Males,Active population,53.9,2014-01-01 +11997,Turkey,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.0,2014-01-01 +11998,Turkey,From 15 to 24 years,Percentage of total population,Females,Active population,27.6,2014-01-01 +11999,Turkey,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),22.0,2014-01-01 +12000,Turkey,From 25 to 54 years,Thousand persons,Total,Active population,21170.0,2014-01-01 +12001,Turkey,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),19322.0,2014-01-01 +12002,Turkey,From 25 to 54 years,Thousand persons,Males,Active population,14830.0,2014-01-01 +12003,Turkey,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),13671.0,2014-01-01 +12004,Turkey,From 25 to 54 years,Thousand persons,Females,Active population,6340.0,2014-01-01 +12005,Turkey,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),5651.0,2014-01-01 +12006,Turkey,From 25 to 54 years,Percentage of total population,Total,Active population,64.4,2014-01-01 +12007,Turkey,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),58.8,2014-01-01 +12008,Turkey,From 25 to 54 years,Percentage of total population,Males,Active population,89.8,2014-01-01 +12009,Turkey,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.8,2014-01-01 +12010,Turkey,From 25 to 54 years,Percentage of total population,Females,Active population,38.8,2014-01-01 +12011,Turkey,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.6,2014-01-01 +12012,Turkey,From 55 to 64 years,Thousand persons,Total,Active population,2134.0,2014-01-01 +12013,Turkey,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2006.0,2014-01-01 +12014,Turkey,From 55 to 64 years,Thousand persons,Males,Active population,1555.0,2014-01-01 +12015,Turkey,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1440.0,2014-01-01 +12016,Turkey,From 55 to 64 years,Thousand persons,Females,Active population,580.0,2014-01-01 +12017,Turkey,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),566.0,2014-01-01 +12018,Turkey,From 55 to 64 years,Percentage of total population,Total,Active population,33.4,2014-01-01 +12019,Turkey,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.4,2014-01-01 +12020,Turkey,From 55 to 64 years,Percentage of total population,Males,Active population,49.2,2014-01-01 +12021,Turkey,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.6,2014-01-01 +12022,Turkey,From 55 to 64 years,Percentage of total population,Females,Active population,17.9,2014-01-01 +12023,Turkey,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.5,2014-01-01 +12024,,,,,,, +12025,,,,,,, +12026,,,,,,, +12027,,,,,,, +12028,,,,,,, +12029,,,,,,, +12030,,,,,,, +12031,,,,,,, +12032,,,,,,, +12033,,,,,,, +12034,,,,,,, +12035,,,,,,, +12036,,,,,,, +12037,,,,,,, +12038,,,,,,, +12039,,,,,,, +12040,,,,,,, +12041,,,,,,, +12042,,,,,,, +12043,,,,,,, +12044,,,,,,, +12045,,,,,,, +12046,,,,,,, +12047,,,,,,, +12048,,,,,,, +12049,,,,,,, +12050,,,,,,, +12051,,,,,,, +12052,,,,,,, +12053,,,,,,, +12054,,,,,,, +12055,,,,,,, +12056,,,,,,, +12057,,,,,,, +12058,,,,,,, +12059,,,,,,, +12060,,,,,,, +12061,,,,,,, +12062,,,,,,, +12063,,,,,,, +12064,,,,,,, +12065,,,,,,, +12066,,,,,,, +12067,,,,,,, +12068,,,,,,, +12069,,,,,,, +12070,,,,,,, +12071,,,,,,, +12072,,,,,,, +12073,,,,,,, +12074,,,,,,, +12075,,,,,,, +12076,,,,,,, +12077,,,,,,, +12078,,,,,,, +12079,,,,,,, +12080,,,,,,, +12081,,,,,,, +12082,,,,,,, +12083,,,,,,, +12084,,,,,,, +12085,,,,,,, +12086,,,,,,, +12087,,,,,,, +12088,,,,,,, +12089,,,,,,, +12090,,,,,,, +12091,,,,,,, +12092,,,,,,, +12093,,,,,,, +12094,,,,,,, +12095,,,,,,, +12096,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Active population,22772.0,2015-01-01 +12097,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),18161.0,2015-01-01 +12098,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Active population,12369.0,2015-01-01 +12099,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),9779.0,2015-01-01 +12100,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Active population,10403.0,2015-01-01 +12101,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8382.0,2015-01-01 +12102,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Active population,41.5,2015-01-01 +12103,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.1,2015-01-01 +12104,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Active population,44.1,2015-01-01 +12105,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),34.9,2015-01-01 +12106,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Active population,38.8,2015-01-01 +12107,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.3,2015-01-01 +12108,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Active population,177928.0,2015-01-01 +12109,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),162502.0,2015-01-01 +12110,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Active population,95308.0,2015-01-01 +12111,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),87327.0,2015-01-01 +12112,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Active population,82620.0,2015-01-01 +12113,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),75175.0,2015-01-01 +12114,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2015-01-01 +12115,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.0,2015-01-01 +12116,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.5,2015-01-01 +12117,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.8,2015-01-01 +12118,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.4,2015-01-01 +12119,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.3,2015-01-01 +12120,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Active population,37065.0,2015-01-01 +12121,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),34485.0,2015-01-01 +12122,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Active population,20365.0,2015-01-01 +12123,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),18836.0,2015-01-01 +12124,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Active population,16700.0,2015-01-01 +12125,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),15649.0,2015-01-01 +12126,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Active population,57.3,2015-01-01 +12127,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.3,2015-01-01 +12128,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Active population,65.0,2015-01-01 +12129,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),60.2,2015-01-01 +12130,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Active population,50.0,2015-01-01 +12131,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),46.9,2015-01-01 +12132,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Active population,22612.0,2015-01-01 +12133,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),18069.0,2015-01-01 +12134,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Active population,12274.0,2015-01-01 +12135,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),9724.0,2015-01-01 +12136,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Active population,10337.0,2015-01-01 +12137,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8345.0,2015-01-01 +12138,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Active population,41.6,2015-01-01 +12139,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.2,2015-01-01 +12140,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Active population,44.2,2015-01-01 +12141,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),35.0,2015-01-01 +12142,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Active population,38.9,2015-01-01 +12143,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.4,2015-01-01 +12144,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Active population,176490.0,2015-01-01 +12145,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),161271.0,2015-01-01 +12146,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Active population,94565.0,2015-01-01 +12147,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),86682.0,2015-01-01 +12148,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Active population,81925.0,2015-01-01 +12149,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),74589.0,2015-01-01 +12150,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2015-01-01 +12151,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.1,2015-01-01 +12152,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.5,2015-01-01 +12153,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.9,2015-01-01 +12154,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.4,2015-01-01 +12155,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.3,2015-01-01 +12156,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Active population,36798.0,2015-01-01 +12157,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),34249.0,2015-01-01 +12158,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Active population,20205.0,2015-01-01 +12159,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),18695.0,2015-01-01 +12160,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Active population,16593.0,2015-01-01 +12161,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),15554.0,2015-01-01 +12162,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Active population,57.4,2015-01-01 +12163,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.4,2015-01-01 +12164,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Active population,65.1,2015-01-01 +12165,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),60.3,2015-01-01 +12166,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Active population,50.2,2015-01-01 +12167,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),47.0,2015-01-01 +12168,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Active population,19072.0,2015-01-01 +12169,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),15229.0,2015-01-01 +12170,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Active population,10173.0,2015-01-01 +12171,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),8034.0,2015-01-01 +12172,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Active population,8899.0,2015-01-01 +12173,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),7196.0,2015-01-01 +12174,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Active population,44.0,2015-01-01 +12175,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),35.1,2015-01-01 +12176,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Active population,45.9,2015-01-01 +12177,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),36.3,2015-01-01 +12178,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Active population,41.9,2015-01-01 +12179,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.9,2015-01-01 +12180,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Active population,140619.0,2015-01-01 +12181,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),127844.0,2015-01-01 +12182,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Active population,75085.0,2015-01-01 +12183,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),68489.0,2015-01-01 +12184,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Active population,65534.0,2015-01-01 +12185,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),59355.0,2015-01-01 +12186,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2015-01-01 +12187,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.7,2015-01-01 +12188,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.5,2015-01-01 +12189,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.5,2015-01-01 +12190,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.5,2015-01-01 +12191,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.0,2015-01-01 +12192,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Active population,29909.0,2015-01-01 +12193,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),27766.0,2015-01-01 +12194,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Active population,16337.0,2015-01-01 +12195,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),15070.0,2015-01-01 +12196,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Active population,13572.0,2015-01-01 +12197,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),12696.0,2015-01-01 +12198,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Active population,59.6,2015-01-01 +12199,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.4,2015-01-01 +12200,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Active population,66.8,2015-01-01 +12201,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),61.6,2015-01-01 +12202,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Active population,52.8,2015-01-01 +12203,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.4,2015-01-01 +12204,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Active population,14058.0,2015-01-01 +12205,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),10934.0,2015-01-01 +12206,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Active population,7607.0,2015-01-01 +12207,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),5872.0,2015-01-01 +12208,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Active population,6452.0,2015-01-01 +12209,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5062.0,2015-01-01 +12210,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Active population,39.6,2015-01-01 +12211,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.8,2015-01-01 +12212,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Active population,42.0,2015-01-01 +12213,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.4,2015-01-01 +12214,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Active population,37.2,2015-01-01 +12215,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.1,2015-01-01 +12216,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Active population,118362.0,2015-01-01 +12217,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),106277.0,2015-01-01 +12218,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Active population,63312.0,2015-01-01 +12219,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),57081.0,2015-01-01 +12220,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Active population,55050.0,2015-01-01 +12221,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49195.0,2015-01-01 +12222,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.4,2015-01-01 +12223,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.7,2015-01-01 +12224,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.4,2015-01-01 +12225,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.4,2015-01-01 +12226,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.3,2015-01-01 +12227,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.9,2015-01-01 +12228,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Active population,24893.0,2015-01-01 +12229,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),22883.0,2015-01-01 +12230,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Active population,13595.0,2015-01-01 +12231,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),12412.0,2015-01-01 +12232,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Active population,11298.0,2015-01-01 +12233,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),10472.0,2015-01-01 +12234,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Active population,58.0,2015-01-01 +12235,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.3,2015-01-01 +12236,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Active population,65.3,2015-01-01 +12237,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.6,2015-01-01 +12238,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Active population,51.2,2015-01-01 +12239,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),47.4,2015-01-01 +12240,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Active population,13933.0,2015-01-01 +12241,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),10829.0,2015-01-01 +12242,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Active population,7537.0,2015-01-01 +12243,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),5814.0,2015-01-01 +12244,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Active population,6396.0,2015-01-01 +12245,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5016.0,2015-01-01 +12246,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Active population,39.7,2015-01-01 +12247,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.8,2015-01-01 +12248,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Active population,42.0,2015-01-01 +12249,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.4,2015-01-01 +12250,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Active population,37.2,2015-01-01 +12251,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.2,2015-01-01 +12252,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Active population,117306.0,2015-01-01 +12253,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),105312.0,2015-01-01 +12254,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Active population,62789.0,2015-01-01 +12255,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),56608.0,2015-01-01 +12256,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Active population,54517.0,2015-01-01 +12257,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),48704.0,2015-01-01 +12258,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.3,2015-01-01 +12259,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.6,2015-01-01 +12260,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.5,2015-01-01 +12261,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.5,2015-01-01 +12262,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.2,2015-01-01 +12263,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.8,2015-01-01 +12264,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Active population,24640.0,2015-01-01 +12265,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),22652.0,2015-01-01 +12266,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Active population,13477.0,2015-01-01 +12267,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),12306.0,2015-01-01 +12268,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Active population,11162.0,2015-01-01 +12269,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),10346.0,2015-01-01 +12270,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Active population,57.9,2015-01-01 +12271,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.3,2015-01-01 +12272,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Active population,65.2,2015-01-01 +12273,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.6,2015-01-01 +12274,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Active population,51.0,2015-01-01 +12275,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),47.3,2015-01-01 +12276,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Active population,13850.0,2015-01-01 +12277,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),10760.0,2015-01-01 +12278,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Active population,7491.0,2015-01-01 +12279,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),5776.0,2015-01-01 +12280,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Active population,6360.0,2015-01-01 +12281,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),4984.0,2015-01-01 +12282,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Active population,39.7,2015-01-01 +12283,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.8,2015-01-01 +12284,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Active population,42.0,2015-01-01 +12285,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.4,2015-01-01 +12286,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Active population,37.2,2015-01-01 +12287,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.2,2015-01-01 +12288,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Active population,116595.0,2015-01-01 +12289,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),104669.0,2015-01-01 +12290,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Active population,62427.0,2015-01-01 +12291,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),56283.0,2015-01-01 +12292,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Active population,54169.0,2015-01-01 +12293,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),48385.0,2015-01-01 +12294,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.3,2015-01-01 +12295,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.6,2015-01-01 +12296,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.5,2015-01-01 +12297,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.5,2015-01-01 +12298,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.2,2015-01-01 +12299,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.8,2015-01-01 +12300,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Active population,24468.0,2015-01-01 +12301,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),22497.0,2015-01-01 +12302,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Active population,13399.0,2015-01-01 +12303,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),12238.0,2015-01-01 +12304,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Active population,11069.0,2015-01-01 +12305,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),10259.0,2015-01-01 +12306,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Active population,57.9,2015-01-01 +12307,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.2,2015-01-01 +12308,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Active population,65.2,2015-01-01 +12309,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.6,2015-01-01 +12310,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Active population,51.0,2015-01-01 +12311,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),47.2,2015-01-01 +12312,Belgium,From 15 to 24 years,Thousand persons,Total,Active population,395.0,2015-01-01 +12313,Belgium,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),308.0,2015-01-01 +12314,Belgium,From 15 to 24 years,Thousand persons,Males,Active population,219.0,2015-01-01 +12315,Belgium,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),167.0,2015-01-01 +12316,Belgium,From 15 to 24 years,Thousand persons,Females,Active population,176.0,2015-01-01 +12317,Belgium,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),141.0,2015-01-01 +12318,Belgium,From 15 to 24 years,Percentage of total population,Total,Active population,30.0,2015-01-01 +12319,Belgium,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),23.4,2015-01-01 +12320,Belgium,From 15 to 24 years,Percentage of total population,Males,Active population,32.8,2015-01-01 +12321,Belgium,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),25.0,2015-01-01 +12322,Belgium,From 15 to 24 years,Percentage of total population,Females,Active population,27.1,2015-01-01 +12323,Belgium,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.7,2015-01-01 +12324,Belgium,From 25 to 54 years,Thousand persons,Total,Active population,3861.0,2015-01-01 +12325,Belgium,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3564.0,2015-01-01 +12326,Belgium,From 25 to 54 years,Thousand persons,Males,Active population,2052.0,2015-01-01 +12327,Belgium,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1885.0,2015-01-01 +12328,Belgium,From 25 to 54 years,Thousand persons,Females,Active population,1809.0,2015-01-01 +12329,Belgium,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1680.0,2015-01-01 +12330,Belgium,From 25 to 54 years,Percentage of total population,Total,Active population,85.1,2015-01-01 +12331,Belgium,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.5,2015-01-01 +12332,Belgium,From 25 to 54 years,Percentage of total population,Males,Active population,89.9,2015-01-01 +12333,Belgium,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.5,2015-01-01 +12334,Belgium,From 25 to 54 years,Percentage of total population,Females,Active population,80.2,2015-01-01 +12335,Belgium,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.5,2015-01-01 +12336,Belgium,From 55 to 64 years,Thousand persons,Total,Active population,665.0,2015-01-01 +12337,Belgium,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),628.0,2015-01-01 +12338,Belgium,From 55 to 64 years,Thousand persons,Males,Active population,369.0,2015-01-01 +12339,Belgium,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),345.0,2015-01-01 +12340,Belgium,From 55 to 64 years,Thousand persons,Females,Active population,296.0,2015-01-01 +12341,Belgium,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),282.0,2015-01-01 +12342,Belgium,From 55 to 64 years,Percentage of total population,Total,Active population,46.6,2015-01-01 +12343,Belgium,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.0,2015-01-01 +12344,Belgium,From 55 to 64 years,Percentage of total population,Males,Active population,52.2,2015-01-01 +12345,Belgium,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.9,2015-01-01 +12346,Belgium,From 55 to 64 years,Percentage of total population,Females,Active population,41.2,2015-01-01 +12347,Belgium,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),39.3,2015-01-01 +12348,Bulgaria,From 15 to 24 years,Thousand persons,Total,Active population,183.0,2015-01-01 +12349,Bulgaria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),143.0,2015-01-01 +12350,Bulgaria,From 15 to 24 years,Thousand persons,Males,Active population,110.0,2015-01-01 +12351,Bulgaria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),87.0,2015-01-01 +12352,Bulgaria,From 15 to 24 years,Thousand persons,Females,Active population,72.0,2015-01-01 +12353,Bulgaria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),56.0,2015-01-01 +12354,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Active population,26.0,2015-01-01 +12355,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),20.3,2015-01-01 +12356,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Active population,30.5,2015-01-01 +12357,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.0,2015-01-01 +12358,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Active population,21.2,2015-01-01 +12359,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),16.5,2015-01-01 +12360,Bulgaria,From 25 to 54 years,Thousand persons,Total,Active population,2513.0,2015-01-01 +12361,Bulgaria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2300.0,2015-01-01 +12362,Bulgaria,From 25 to 54 years,Thousand persons,Males,Active population,1336.0,2015-01-01 +12363,Bulgaria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1215.0,2015-01-01 +12364,Bulgaria,From 25 to 54 years,Thousand persons,Females,Active population,1176.0,2015-01-01 +12365,Bulgaria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1085.0,2015-01-01 +12366,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Active population,83.2,2015-01-01 +12367,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.1,2015-01-01 +12368,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Active population,86.4,2015-01-01 +12369,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),78.5,2015-01-01 +12370,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Active population,79.8,2015-01-01 +12371,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.6,2015-01-01 +12372,Bulgaria,From 55 to 64 years,Thousand persons,Total,Active population,581.0,2015-01-01 +12373,Bulgaria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),530.0,2015-01-01 +12374,Bulgaria,From 55 to 64 years,Thousand persons,Males,Active population,297.0,2015-01-01 +12375,Bulgaria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),269.0,2015-01-01 +12376,Bulgaria,From 55 to 64 years,Thousand persons,Females,Active population,283.0,2015-01-01 +12377,Bulgaria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),261.0,2015-01-01 +12378,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Active population,58.0,2015-01-01 +12379,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),53.0,2015-01-01 +12380,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Active population,62.7,2015-01-01 +12381,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.8,2015-01-01 +12382,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Active population,53.8,2015-01-01 +12383,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.5,2015-01-01 +12384,Czech Republic,From 15 to 24 years,Thousand persons,Total,Active population,347.0,2015-01-01 +12385,Czech Republic,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),303.0,2015-01-01 +12386,Czech Republic,From 15 to 24 years,Thousand persons,Males,Active population,204.0,2015-01-01 +12387,Czech Republic,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),181.0,2015-01-01 +12388,Czech Republic,From 15 to 24 years,Thousand persons,Females,Active population,142.0,2015-01-01 +12389,Czech Republic,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),122.0,2015-01-01 +12390,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Active population,32.5,2015-01-01 +12391,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.4,2015-01-01 +12392,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Active population,37.4,2015-01-01 +12393,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),33.1,2015-01-01 +12394,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Active population,27.4,2015-01-01 +12395,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.4,2015-01-01 +12396,Czech Republic,From 25 to 54 years,Thousand persons,Total,Active population,4048.0,2015-01-01 +12397,Czech Republic,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3860.0,2015-01-01 +12398,Czech Republic,From 25 to 54 years,Thousand persons,Males,Active population,2234.0,2015-01-01 +12399,Czech Republic,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2151.0,2015-01-01 +12400,Czech Republic,From 25 to 54 years,Thousand persons,Females,Active population,1814.0,2015-01-01 +12401,Czech Republic,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1709.0,2015-01-01 +12402,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Active population,88.6,2015-01-01 +12403,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.5,2015-01-01 +12404,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Active population,95.4,2015-01-01 +12405,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),91.9,2015-01-01 +12406,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Active population,81.4,2015-01-01 +12407,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.7,2015-01-01 +12408,Czech Republic,From 55 to 64 years,Thousand persons,Total,Active population,807.0,2015-01-01 +12409,Czech Republic,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),771.0,2015-01-01 +12410,Czech Republic,From 55 to 64 years,Thousand persons,Males,Active population,462.0,2015-01-01 +12411,Czech Republic,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),443.0,2015-01-01 +12412,Czech Republic,From 55 to 64 years,Thousand persons,Females,Active population,345.0,2015-01-01 +12413,Czech Republic,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),328.0,2015-01-01 +12414,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Active population,58.0,2015-01-01 +12415,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.5,2015-01-01 +12416,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Active population,68.3,2015-01-01 +12417,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),65.5,2015-01-01 +12418,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Active population,48.3,2015-01-01 +12419,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.9,2015-01-01 +12420,Denmark,From 15 to 24 years,Thousand persons,Total,Active population,449.0,2015-01-01 +12421,Denmark,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),400.0,2015-01-01 +12422,Denmark,From 15 to 24 years,Thousand persons,Males,Active population,228.0,2015-01-01 +12423,Denmark,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),201.0,2015-01-01 +12424,Denmark,From 15 to 24 years,Thousand persons,Females,Active population,221.0,2015-01-01 +12425,Denmark,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),199.0,2015-01-01 +12426,Denmark,From 15 to 24 years,Percentage of total population,Total,Active population,62.1,2015-01-01 +12427,Denmark,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.4,2015-01-01 +12428,Denmark,From 15 to 24 years,Percentage of total population,Males,Active population,61.7,2015-01-01 +12429,Denmark,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.6,2015-01-01 +12430,Denmark,From 15 to 24 years,Percentage of total population,Females,Active population,62.5,2015-01-01 +12431,Denmark,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),56.2,2015-01-01 +12432,Denmark,From 25 to 54 years,Thousand persons,Total,Active population,1940.0,2015-01-01 +12433,Denmark,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1829.0,2015-01-01 +12434,Denmark,From 25 to 54 years,Thousand persons,Males,Active population,1021.0,2015-01-01 +12435,Denmark,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),966.0,2015-01-01 +12436,Denmark,From 25 to 54 years,Thousand persons,Females,Active population,919.0,2015-01-01 +12437,Denmark,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),863.0,2015-01-01 +12438,Denmark,From 25 to 54 years,Percentage of total population,Total,Active population,87.1,2015-01-01 +12439,Denmark,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.1,2015-01-01 +12440,Denmark,From 25 to 54 years,Percentage of total population,Males,Active population,90.8,2015-01-01 +12441,Denmark,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.9,2015-01-01 +12442,Denmark,From 25 to 54 years,Percentage of total population,Females,Active population,83.4,2015-01-01 +12443,Denmark,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.3,2015-01-01 +12444,Denmark,From 55 to 64 years,Thousand persons,Total,Active population,469.0,2015-01-01 +12445,Denmark,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),449.0,2015-01-01 +12446,Denmark,From 55 to 64 years,Thousand persons,Males,Active population,251.0,2015-01-01 +12447,Denmark,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),241.0,2015-01-01 +12448,Denmark,From 55 to 64 years,Thousand persons,Females,Active population,218.0,2015-01-01 +12449,Denmark,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),208.0,2015-01-01 +12450,Denmark,From 55 to 64 years,Percentage of total population,Total,Active population,67.6,2015-01-01 +12451,Denmark,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),64.7,2015-01-01 +12452,Denmark,From 55 to 64 years,Percentage of total population,Males,Active population,72.7,2015-01-01 +12453,Denmark,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),69.8,2015-01-01 +12454,Denmark,From 55 to 64 years,Percentage of total population,Females,Active population,62.6,2015-01-01 +12455,Denmark,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),59.6,2015-01-01 +12456,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Active population,4094.0,2015-01-01 +12457,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3798.0,2015-01-01 +12458,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Active population,2192.0,2015-01-01 +12459,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2019.0,2015-01-01 +12460,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Active population,1902.0,2015-01-01 +12461,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1779.0,2015-01-01 +12462,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Active population,48.8,2015-01-01 +12463,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.3,2015-01-01 +12464,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Active population,50.5,2015-01-01 +12465,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.5,2015-01-01 +12466,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Active population,47.1,2015-01-01 +12467,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.0,2015-01-01 +12468,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Active population,29331.0,2015-01-01 +12469,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),28048.0,2015-01-01 +12470,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Active population,15654.0,2015-01-01 +12471,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),14922.0,2015-01-01 +12472,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Active population,13677.0,2015-01-01 +12473,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),13126.0,2015-01-01 +12474,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Active population,87.6,2015-01-01 +12475,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.7,2015-01-01 +12476,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Active population,92.5,2015-01-01 +12477,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.1,2015-01-01 +12478,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Active population,82.5,2015-01-01 +12479,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.2,2015-01-01 +12480,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Active population,7691.0,2015-01-01 +12481,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),7330.0,2015-01-01 +12482,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Active population,4079.0,2015-01-01 +12483,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),3867.0,2015-01-01 +12484,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Active population,3612.0,2015-01-01 +12485,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),3463.0,2015-01-01 +12486,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Active population,69.4,2015-01-01 +12487,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),66.2,2015-01-01 +12488,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Active population,75.3,2015-01-01 +12489,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),71.3,2015-01-01 +12490,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Active population,63.8,2015-01-01 +12491,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),61.2,2015-01-01 +12492,Estonia,From 15 to 24 years,Thousand persons,Total,Active population,57.0,2015-01-01 +12493,Estonia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),49.0,2015-01-01 +12494,Estonia,From 15 to 24 years,Thousand persons,Males,Active population,31.0,2015-01-01 +12495,Estonia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),27.0,2015-01-01 +12496,Estonia,From 15 to 24 years,Thousand persons,Females,Active population,25.0,2015-01-01 +12497,Estonia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),22.0,2015-01-01 +12498,Estonia,From 15 to 24 years,Percentage of total population,Total,Active population,41.8,2015-01-01 +12499,Estonia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),36.3,2015-01-01 +12500,Estonia,From 15 to 24 years,Percentage of total population,Males,Active population,45.7,2015-01-01 +12501,Estonia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),39.4,2015-01-01 +12502,Estonia,From 15 to 24 years,Percentage of total population,Females,Active population,37.7,2015-01-01 +12503,Estonia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.1,2015-01-01 +12504,Estonia,From 25 to 54 years,Thousand persons,Total,Active population,480.0,2015-01-01 +12505,Estonia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),453.0,2015-01-01 +12506,Estonia,From 25 to 54 years,Thousand persons,Males,Active population,255.0,2015-01-01 +12507,Estonia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),241.0,2015-01-01 +12508,Estonia,From 25 to 54 years,Thousand persons,Females,Active population,225.0,2015-01-01 +12509,Estonia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),212.0,2015-01-01 +12510,Estonia,From 25 to 54 years,Percentage of total population,Total,Active population,87.9,2015-01-01 +12511,Estonia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.0,2015-01-01 +12512,Estonia,From 25 to 54 years,Percentage of total population,Males,Active population,92.6,2015-01-01 +12513,Estonia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.7,2015-01-01 +12514,Estonia,From 25 to 54 years,Percentage of total population,Females,Active population,83.0,2015-01-01 +12515,Estonia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.2,2015-01-01 +12516,Estonia,From 55 to 64 years,Thousand persons,Total,Active population,118.0,2015-01-01 +12517,Estonia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),110.0,2015-01-01 +12518,Estonia,From 55 to 64 years,Thousand persons,Males,Active population,52.0,2015-01-01 +12519,Estonia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),48.0,2015-01-01 +12520,Estonia,From 55 to 64 years,Thousand persons,Females,Active population,66.0,2015-01-01 +12521,Estonia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),62.0,2015-01-01 +12522,Estonia,From 55 to 64 years,Percentage of total population,Total,Active population,68.7,2015-01-01 +12523,Estonia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),64.5,2015-01-01 +12524,Estonia,From 55 to 64 years,Percentage of total population,Males,Active population,67.7,2015-01-01 +12525,Estonia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),63.1,2015-01-01 +12526,Estonia,From 55 to 64 years,Percentage of total population,Females,Active population,69.4,2015-01-01 +12527,Estonia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),65.7,2015-01-01 +12528,Ireland,From 15 to 24 years,Thousand persons,Total,Active population,188.0,2015-01-01 +12529,Ireland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),149.0,2015-01-01 +12530,Ireland,From 15 to 24 years,Thousand persons,Males,Active population,102.0,2015-01-01 +12531,Ireland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),78.0,2015-01-01 +12532,Ireland,From 15 to 24 years,Thousand persons,Females,Active population,86.0,2015-01-01 +12533,Ireland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),71.0,2015-01-01 +12534,Ireland,From 15 to 24 years,Percentage of total population,Total,Active population,36.3,2015-01-01 +12535,Ireland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.7,2015-01-01 +12536,Ireland,From 15 to 24 years,Percentage of total population,Males,Active population,38.3,2015-01-01 +12537,Ireland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.3,2015-01-01 +12538,Ireland,From 15 to 24 years,Percentage of total population,Females,Active population,34.2,2015-01-01 +12539,Ireland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.2,2015-01-01 +12540,Ireland,From 25 to 54 years,Thousand persons,Total,Active population,1618.0,2015-01-01 +12541,Ireland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1477.0,2015-01-01 +12542,Ireland,From 25 to 54 years,Thousand persons,Males,Active population,873.0,2015-01-01 +12543,Ireland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),784.0,2015-01-01 +12544,Ireland,From 25 to 54 years,Thousand persons,Females,Active population,745.0,2015-01-01 +12545,Ireland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),693.0,2015-01-01 +12546,Ireland,From 25 to 54 years,Percentage of total population,Total,Active population,81.2,2015-01-01 +12547,Ireland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.1,2015-01-01 +12548,Ireland,From 25 to 54 years,Percentage of total population,Males,Active population,89.6,2015-01-01 +12549,Ireland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),80.5,2015-01-01 +12550,Ireland,From 25 to 54 years,Percentage of total population,Females,Active population,73.2,2015-01-01 +12551,Ireland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),68.1,2015-01-01 +12552,Ireland,From 55 to 64 years,Thousand persons,Total,Active population,296.0,2015-01-01 +12553,Ireland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),274.0,2015-01-01 +12554,Ireland,From 55 to 64 years,Thousand persons,Males,Active population,175.0,2015-01-01 +12555,Ireland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),158.0,2015-01-01 +12556,Ireland,From 55 to 64 years,Thousand persons,Females,Active population,122.0,2015-01-01 +12557,Ireland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),115.0,2015-01-01 +12558,Ireland,From 55 to 64 years,Percentage of total population,Total,Active population,60.1,2015-01-01 +12559,Ireland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.6,2015-01-01 +12560,Ireland,From 55 to 64 years,Percentage of total population,Males,Active population,71.5,2015-01-01 +12561,Ireland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),64.9,2015-01-01 +12562,Ireland,From 55 to 64 years,Percentage of total population,Females,Active population,49.0,2015-01-01 +12563,Ireland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),46.4,2015-01-01 +12564,Greece,From 15 to 24 years,Thousand persons,Total,Active population,279.0,2015-01-01 +12565,Greece,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),140.0,2015-01-01 +12566,Greece,From 15 to 24 years,Thousand persons,Males,Active population,148.0,2015-01-01 +12567,Greece,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),81.0,2015-01-01 +12568,Greece,From 15 to 24 years,Thousand persons,Females,Active population,131.0,2015-01-01 +12569,Greece,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),59.0,2015-01-01 +12570,Greece,From 15 to 24 years,Percentage of total population,Total,Active population,26.0,2015-01-01 +12571,Greece,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),13.0,2015-01-01 +12572,Greece,From 15 to 24 years,Percentage of total population,Males,Active population,27.7,2015-01-01 +12573,Greece,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),15.2,2015-01-01 +12574,Greece,From 15 to 24 years,Percentage of total population,Females,Active population,24.3,2015-01-01 +12575,Greece,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),10.9,2015-01-01 +12576,Greece,From 25 to 54 years,Thousand persons,Total,Active population,3899.0,2015-01-01 +12577,Greece,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2946.0,2015-01-01 +12578,Greece,From 25 to 54 years,Thousand persons,Males,Active population,2122.0,2015-01-01 +12579,Greece,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1679.0,2015-01-01 +12580,Greece,From 25 to 54 years,Thousand persons,Females,Active population,1777.0,2015-01-01 +12581,Greece,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1267.0,2015-01-01 +12582,Greece,From 25 to 54 years,Percentage of total population,Total,Active population,85.4,2015-01-01 +12583,Greece,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),64.5,2015-01-01 +12584,Greece,From 25 to 54 years,Percentage of total population,Males,Active population,93.1,2015-01-01 +12585,Greece,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),73.7,2015-01-01 +12586,Greece,From 25 to 54 years,Percentage of total population,Females,Active population,77.7,2015-01-01 +12587,Greece,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),55.4,2015-01-01 +12588,Greece,From 55 to 64 years,Thousand persons,Total,Active population,559.0,2015-01-01 +12589,Greece,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),461.0,2015-01-01 +12590,Greece,From 55 to 64 years,Thousand persons,Males,Active population,352.0,2015-01-01 +12591,Greece,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),288.0,2015-01-01 +12592,Greece,From 55 to 64 years,Thousand persons,Females,Active population,208.0,2015-01-01 +12593,Greece,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),174.0,2015-01-01 +12594,Greece,From 55 to 64 years,Percentage of total population,Total,Active population,41.6,2015-01-01 +12595,Greece,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.3,2015-01-01 +12596,Greece,From 55 to 64 years,Percentage of total population,Males,Active population,54.9,2015-01-01 +12597,Greece,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),44.9,2015-01-01 +12598,Greece,From 55 to 64 years,Percentage of total population,Females,Active population,29.5,2015-01-01 +12599,Greece,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.7,2015-01-01 +12600,Spain,From 15 to 24 years,Thousand persons,Total,Active population,1554.0,2015-01-01 +12601,Spain,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),803.0,2015-01-01 +12602,Spain,From 15 to 24 years,Thousand persons,Males,Active population,831.0,2015-01-01 +12603,Spain,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),427.0,2015-01-01 +12604,Spain,From 15 to 24 years,Thousand persons,Females,Active population,723.0,2015-01-01 +12605,Spain,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),376.0,2015-01-01 +12606,Spain,From 15 to 24 years,Percentage of total population,Total,Active population,34.7,2015-01-01 +12607,Spain,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),17.9,2015-01-01 +12608,Spain,From 15 to 24 years,Percentage of total population,Males,Active population,36.2,2015-01-01 +12609,Spain,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),18.6,2015-01-01 +12610,Spain,From 15 to 24 years,Percentage of total population,Females,Active population,33.2,2015-01-01 +12611,Spain,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.3,2015-01-01 +12612,Spain,From 25 to 54 years,Thousand persons,Total,Active population,18026.0,2015-01-01 +12613,Spain,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),14320.0,2015-01-01 +12614,Spain,From 25 to 54 years,Thousand persons,Males,Active population,9609.0,2015-01-01 +12615,Spain,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),7789.0,2015-01-01 +12616,Spain,From 25 to 54 years,Thousand persons,Females,Active population,8417.0,2015-01-01 +12617,Spain,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),6531.0,2015-01-01 +12618,Spain,From 25 to 54 years,Percentage of total population,Total,Active population,87.4,2015-01-01 +12619,Spain,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),69.4,2015-01-01 +12620,Spain,From 25 to 54 years,Percentage of total population,Males,Active population,92.6,2015-01-01 +12621,Spain,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),75.1,2015-01-01 +12622,Spain,From 25 to 54 years,Percentage of total population,Females,Active population,82.0,2015-01-01 +12623,Spain,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),63.7,2015-01-01 +12624,Spain,From 55 to 64 years,Thousand persons,Total,Active population,3187.0,2015-01-01 +12625,Spain,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2595.0,2015-01-01 +12626,Spain,From 55 to 64 years,Thousand persons,Males,Active population,1792.0,2015-01-01 +12627,Spain,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1460.0,2015-01-01 +12628,Spain,From 55 to 64 years,Thousand persons,Females,Active population,1396.0,2015-01-01 +12629,Spain,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1135.0,2015-01-01 +12630,Spain,From 55 to 64 years,Percentage of total population,Total,Active population,57.6,2015-01-01 +12631,Spain,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.9,2015-01-01 +12632,Spain,From 55 to 64 years,Percentage of total population,Males,Active population,66.2,2015-01-01 +12633,Spain,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.0,2015-01-01 +12634,Spain,From 55 to 64 years,Percentage of total population,Females,Active population,49.4,2015-01-01 +12635,Spain,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),40.2,2015-01-01 +12636,France,From 15 to 24 years,Thousand persons,Total,Active population,2773.0,2015-01-01 +12637,France,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),2089.0,2015-01-01 +12638,France,From 15 to 24 years,Thousand persons,Males,Active population,1516.0,2015-01-01 +12639,France,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1125.0,2015-01-01 +12640,France,From 15 to 24 years,Thousand persons,Females,Active population,1258.0,2015-01-01 +12641,France,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),964.0,2015-01-01 +12642,France,From 15 to 24 years,Percentage of total population,Total,Active population,37.1,2015-01-01 +12643,France,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),27.9,2015-01-01 +12644,France,From 15 to 24 years,Percentage of total population,Males,Active population,40.2,2015-01-01 +12645,France,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.9,2015-01-01 +12646,France,From 15 to 24 years,Percentage of total population,Females,Active population,33.9,2015-01-01 +12647,France,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.0,2015-01-01 +12648,France,From 25 to 54 years,Thousand persons,Total,Active population,22074.0,2015-01-01 +12649,France,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20031.0,2015-01-01 +12650,France,From 25 to 54 years,Thousand persons,Males,Active population,11441.0,2015-01-01 +12651,France,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10356.0,2015-01-01 +12652,France,From 25 to 54 years,Thousand persons,Females,Active population,10634.0,2015-01-01 +12653,France,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9675.0,2015-01-01 +12654,France,From 25 to 54 years,Percentage of total population,Total,Active population,87.5,2015-01-01 +12655,France,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.4,2015-01-01 +12656,France,From 25 to 54 years,Percentage of total population,Males,Active population,92.4,2015-01-01 +12657,France,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.7,2015-01-01 +12658,France,From 25 to 54 years,Percentage of total population,Females,Active population,82.7,2015-01-01 +12659,France,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.2,2015-01-01 +12660,France,From 55 to 64 years,Thousand persons,Total,Active population,4316.0,2015-01-01 +12661,France,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),3998.0,2015-01-01 +12662,France,From 55 to 64 years,Thousand persons,Males,Active population,2171.0,2015-01-01 +12663,France,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1998.0,2015-01-01 +12664,France,From 55 to 64 years,Thousand persons,Females,Active population,2145.0,2015-01-01 +12665,France,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),2000.0,2015-01-01 +12666,France,From 55 to 64 years,Percentage of total population,Total,Active population,52.6,2015-01-01 +12667,France,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),48.7,2015-01-01 +12668,France,From 55 to 64 years,Percentage of total population,Males,Active population,55.1,2015-01-01 +12669,France,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.7,2015-01-01 +12670,France,From 55 to 64 years,Percentage of total population,Females,Active population,50.3,2015-01-01 +12671,France,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),46.9,2015-01-01 +12672,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Active population,2703.0,2015-01-01 +12673,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),2054.0,2015-01-01 +12674,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Active population,1475.0,2015-01-01 +12675,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1105.0,2015-01-01 +12676,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Active population,1228.0,2015-01-01 +12677,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),949.0,2015-01-01 +12678,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Active population,37.3,2015-01-01 +12679,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.4,2015-01-01 +12680,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Active population,40.5,2015-01-01 +12681,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),30.3,2015-01-01 +12682,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Active population,34.2,2015-01-01 +12683,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.4,2015-01-01 +12684,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Active population,21515.0,2015-01-01 +12685,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),19590.0,2015-01-01 +12686,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Active population,11165.0,2015-01-01 +12687,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10133.0,2015-01-01 +12688,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Active population,10350.0,2015-01-01 +12689,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9457.0,2015-01-01 +12690,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Active population,87.8,2015-01-01 +12691,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.9,2015-01-01 +12692,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Active population,92.7,2015-01-01 +12693,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.1,2015-01-01 +12694,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Active population,83.0,2015-01-01 +12695,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.9,2015-01-01 +12696,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Active population,4204.0,2015-01-01 +12697,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),3901.0,2015-01-01 +12698,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Active population,2112.0,2015-01-01 +12699,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1948.0,2015-01-01 +12700,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Active population,2092.0,2015-01-01 +12701,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1953.0,2015-01-01 +12702,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Active population,52.6,2015-01-01 +12703,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),48.8,2015-01-01 +12704,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Active population,55.1,2015-01-01 +12705,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.8,2015-01-01 +12706,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Active population,50.4,2015-01-01 +12707,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),47.0,2015-01-01 +12708,Croatia,From 15 to 24 years,Thousand persons,Total,Active population,160.0,2015-01-01 +12709,Croatia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),92.0,2015-01-01 +12710,Croatia,From 15 to 24 years,Thousand persons,Males,Active population,94.0,2015-01-01 +12711,Croatia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),55.0,2015-01-01 +12712,Croatia,From 15 to 24 years,Thousand persons,Females,Active population,66.0,2015-01-01 +12713,Croatia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),37.0,2015-01-01 +12714,Croatia,From 15 to 24 years,Percentage of total population,Total,Active population,33.2,2015-01-01 +12715,Croatia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),19.1,2015-01-01 +12716,Croatia,From 15 to 24 years,Percentage of total population,Males,Active population,38.2,2015-01-01 +12717,Croatia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),22.4,2015-01-01 +12718,Croatia,From 15 to 24 years,Percentage of total population,Females,Active population,28.0,2015-01-01 +12719,Croatia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),15.8,2015-01-01 +12720,Croatia,From 25 to 54 years,Thousand persons,Total,Active population,1438.0,2015-01-01 +12721,Croatia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1231.0,2015-01-01 +12722,Croatia,From 25 to 54 years,Thousand persons,Males,Active population,743.0,2015-01-01 +12723,Croatia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),645.0,2015-01-01 +12724,Croatia,From 25 to 54 years,Thousand persons,Females,Active population,695.0,2015-01-01 +12725,Croatia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),586.0,2015-01-01 +12726,Croatia,From 25 to 54 years,Percentage of total population,Total,Active population,84.5,2015-01-01 +12727,Croatia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),72.3,2015-01-01 +12728,Croatia,From 25 to 54 years,Percentage of total population,Males,Active population,86.9,2015-01-01 +12729,Croatia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),75.4,2015-01-01 +12730,Croatia,From 25 to 54 years,Percentage of total population,Females,Active population,82.1,2015-01-01 +12731,Croatia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),69.3,2015-01-01 +12732,Croatia,From 55 to 64 years,Thousand persons,Total,Active population,267.0,2015-01-01 +12733,Croatia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),236.0,2015-01-01 +12734,Croatia,From 55 to 64 years,Thousand persons,Males,Active population,160.0,2015-01-01 +12735,Croatia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),140.0,2015-01-01 +12736,Croatia,From 55 to 64 years,Thousand persons,Females,Active population,107.0,2015-01-01 +12737,Croatia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),95.0,2015-01-01 +12738,Croatia,From 55 to 64 years,Percentage of total population,Total,Active population,44.3,2015-01-01 +12739,Croatia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.2,2015-01-01 +12740,Croatia,From 55 to 64 years,Percentage of total population,Males,Active population,55.0,2015-01-01 +12741,Croatia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.2,2015-01-01 +12742,Croatia,From 55 to 64 years,Percentage of total population,Females,Active population,34.4,2015-01-01 +12743,Croatia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.7,2015-01-01 +12744,Italy,From 15 to 24 years,Thousand persons,Total,Active population,1555.0,2015-01-01 +12745,Italy,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),928.0,2015-01-01 +12746,Italy,From 15 to 24 years,Thousand persons,Males,Active population,929.0,2015-01-01 +12747,Italy,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),569.0,2015-01-01 +12748,Italy,From 15 to 24 years,Thousand persons,Females,Active population,625.0,2015-01-01 +12749,Italy,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),359.0,2015-01-01 +12750,Italy,From 15 to 24 years,Percentage of total population,Total,Active population,26.2,2015-01-01 +12751,Italy,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),15.6,2015-01-01 +12752,Italy,From 15 to 24 years,Percentage of total population,Males,Active population,30.4,2015-01-01 +12753,Italy,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),18.6,2015-01-01 +12754,Italy,From 15 to 24 years,Percentage of total population,Females,Active population,21.7,2015-01-01 +12755,Italy,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),12.4,2015-01-01 +12756,Italy,From 25 to 54 years,Thousand persons,Total,Active population,19537.0,2015-01-01 +12757,Italy,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),17356.0,2015-01-01 +12758,Italy,From 25 to 54 years,Thousand persons,Males,Active population,11111.0,2015-01-01 +12759,Italy,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),9957.0,2015-01-01 +12760,Italy,From 25 to 54 years,Thousand persons,Females,Active population,8426.0,2015-01-01 +12761,Italy,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),7399.0,2015-01-01 +12762,Italy,From 25 to 54 years,Percentage of total population,Total,Active population,76.8,2015-01-01 +12763,Italy,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),68.2,2015-01-01 +12764,Italy,From 25 to 54 years,Percentage of total population,Males,Active population,87.7,2015-01-01 +12765,Italy,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),78.6,2015-01-01 +12766,Italy,From 25 to 54 years,Percentage of total population,Females,Active population,65.9,2015-01-01 +12767,Italy,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),57.9,2015-01-01 +12768,Italy,From 55 to 64 years,Thousand persons,Total,Active population,3905.0,2015-01-01 +12769,Italy,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),3689.0,2015-01-01 +12770,Italy,From 55 to 64 years,Thousand persons,Males,Active population,2342.0,2015-01-01 +12771,Italy,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2192.0,2015-01-01 +12772,Italy,From 55 to 64 years,Thousand persons,Females,Active population,1563.0,2015-01-01 +12773,Italy,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1497.0,2015-01-01 +12774,Italy,From 55 to 64 years,Percentage of total population,Total,Active population,51.1,2015-01-01 +12775,Italy,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),48.2,2015-01-01 +12776,Italy,From 55 to 64 years,Percentage of total population,Males,Active population,63.3,2015-01-01 +12777,Italy,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.3,2015-01-01 +12778,Italy,From 55 to 64 years,Percentage of total population,Females,Active population,39.6,2015-01-01 +12779,Italy,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),37.9,2015-01-01 +12780,Cyprus,From 15 to 24 years,Thousand persons,Total,Active population,37.0,2015-01-01 +12781,Cyprus,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),25.0,2015-01-01 +12782,Cyprus,From 15 to 24 years,Thousand persons,Males,Active population,17.0,2015-01-01 +12783,Cyprus,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),11.0,2015-01-01 +12784,Cyprus,From 15 to 24 years,Thousand persons,Females,Active population,20.0,2015-01-01 +12785,Cyprus,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),14.0,2015-01-01 +12786,Cyprus,From 15 to 24 years,Percentage of total population,Total,Active population,37.9,2015-01-01 +12787,Cyprus,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.5,2015-01-01 +12788,Cyprus,From 15 to 24 years,Percentage of total population,Males,Active population,36.8,2015-01-01 +12789,Cyprus,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.0,2015-01-01 +12790,Cyprus,From 15 to 24 years,Percentage of total population,Females,Active population,38.9,2015-01-01 +12791,Cyprus,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.8,2015-01-01 +12792,Cyprus,From 25 to 54 years,Thousand persons,Total,Active population,320.0,2015-01-01 +12793,Cyprus,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),278.0,2015-01-01 +12794,Cyprus,From 25 to 54 years,Thousand persons,Males,Active population,160.0,2015-01-01 +12795,Cyprus,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),139.0,2015-01-01 +12796,Cyprus,From 25 to 54 years,Thousand persons,Females,Active population,160.0,2015-01-01 +12797,Cyprus,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),139.0,2015-01-01 +12798,Cyprus,From 25 to 54 years,Percentage of total population,Total,Active population,87.9,2015-01-01 +12799,Cyprus,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.5,2015-01-01 +12800,Cyprus,From 25 to 54 years,Percentage of total population,Males,Active population,92.6,2015-01-01 +12801,Cyprus,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),80.6,2015-01-01 +12802,Cyprus,From 25 to 54 years,Percentage of total population,Females,Active population,83.8,2015-01-01 +12803,Cyprus,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.7,2015-01-01 +12804,Cyprus,From 55 to 64 years,Thousand persons,Total,Active population,55.0,2015-01-01 +12805,Cyprus,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),47.0,2015-01-01 +12806,Cyprus,From 55 to 64 years,Thousand persons,Males,Active population,33.0,2015-01-01 +12807,Cyprus,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),27.0,2015-01-01 +12808,Cyprus,From 55 to 64 years,Thousand persons,Females,Active population,22.0,2015-01-01 +12809,Cyprus,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),19.0,2015-01-01 +12810,Cyprus,From 55 to 64 years,Percentage of total population,Total,Active population,57.4,2015-01-01 +12811,Cyprus,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),48.5,2015-01-01 +12812,Cyprus,From 55 to 64 years,Percentage of total population,Males,Active population,70.0,2015-01-01 +12813,Cyprus,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),57.8,2015-01-01 +12814,Cyprus,From 55 to 64 years,Percentage of total population,Females,Active population,45.3,2015-01-01 +12815,Cyprus,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),39.5,2015-01-01 +12816,Latvia,From 15 to 24 years,Thousand persons,Total,Active population,83.0,2015-01-01 +12817,Latvia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),69.0,2015-01-01 +12818,Latvia,From 15 to 24 years,Thousand persons,Males,Active population,47.0,2015-01-01 +12819,Latvia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),38.0,2015-01-01 +12820,Latvia,From 15 to 24 years,Thousand persons,Females,Active population,36.0,2015-01-01 +12821,Latvia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),31.0,2015-01-01 +12822,Latvia,From 15 to 24 years,Percentage of total population,Total,Active population,41.3,2015-01-01 +12823,Latvia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.5,2015-01-01 +12824,Latvia,From 15 to 24 years,Percentage of total population,Males,Active population,45.2,2015-01-01 +12825,Latvia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),37.1,2015-01-01 +12826,Latvia,From 15 to 24 years,Percentage of total population,Females,Active population,37.1,2015-01-01 +12827,Latvia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.9,2015-01-01 +12828,Latvia,From 25 to 54 years,Thousand persons,Total,Active population,711.0,2015-01-01 +12829,Latvia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),643.0,2015-01-01 +12830,Latvia,From 25 to 54 years,Thousand persons,Males,Active population,362.0,2015-01-01 +12831,Latvia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),324.0,2015-01-01 +12832,Latvia,From 25 to 54 years,Thousand persons,Females,Active population,349.0,2015-01-01 +12833,Latvia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),319.0,2015-01-01 +12834,Latvia,From 25 to 54 years,Percentage of total population,Total,Active population,87.6,2015-01-01 +12835,Latvia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.2,2015-01-01 +12836,Latvia,From 25 to 54 years,Percentage of total population,Males,Active population,90.6,2015-01-01 +12837,Latvia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.2,2015-01-01 +12838,Latvia,From 25 to 54 years,Percentage of total population,Females,Active population,84.6,2015-01-01 +12839,Latvia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),77.3,2015-01-01 +12840,Latvia,From 55 to 64 years,Thousand persons,Total,Active population,172.0,2015-01-01 +12841,Latvia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),156.0,2015-01-01 +12842,Latvia,From 55 to 64 years,Thousand persons,Males,Active population,78.0,2015-01-01 +12843,Latvia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),69.0,2015-01-01 +12844,Latvia,From 55 to 64 years,Thousand persons,Females,Active population,94.0,2015-01-01 +12845,Latvia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),87.0,2015-01-01 +12846,Latvia,From 55 to 64 years,Percentage of total population,Total,Active population,65.5,2015-01-01 +12847,Latvia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),59.4,2015-01-01 +12848,Latvia,From 55 to 64 years,Percentage of total population,Males,Active population,68.0,2015-01-01 +12849,Latvia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),60.1,2015-01-01 +12850,Latvia,From 55 to 64 years,Percentage of total population,Females,Active population,63.5,2015-01-01 +12851,Latvia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),58.9,2015-01-01 +12852,Lithuania,From 15 to 24 years,Thousand persons,Total,Active population,125.0,2015-01-01 +12853,Lithuania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),105.0,2015-01-01 +12854,Lithuania,From 15 to 24 years,Thousand persons,Males,Active population,70.0,2015-01-01 +12855,Lithuania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),58.0,2015-01-01 +12856,Lithuania,From 15 to 24 years,Thousand persons,Females,Active population,55.0,2015-01-01 +12857,Lithuania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),46.0,2015-01-01 +12858,Lithuania,From 15 to 24 years,Percentage of total population,Total,Active population,33.8,2015-01-01 +12859,Lithuania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.3,2015-01-01 +12860,Lithuania,From 15 to 24 years,Percentage of total population,Males,Active population,36.7,2015-01-01 +12861,Lithuania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),30.8,2015-01-01 +12862,Lithuania,From 15 to 24 years,Percentage of total population,Females,Active population,30.8,2015-01-01 +12863,Lithuania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.7,2015-01-01 +12864,Lithuania,From 25 to 54 years,Thousand persons,Total,Active population,1056.0,2015-01-01 +12865,Lithuania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),965.0,2015-01-01 +12866,Lithuania,From 25 to 54 years,Thousand persons,Males,Active population,523.0,2015-01-01 +12867,Lithuania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),474.0,2015-01-01 +12868,Lithuania,From 25 to 54 years,Thousand persons,Females,Active population,533.0,2015-01-01 +12869,Lithuania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),491.0,2015-01-01 +12870,Lithuania,From 25 to 54 years,Percentage of total population,Total,Active population,89.3,2015-01-01 +12871,Lithuania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),81.6,2015-01-01 +12872,Lithuania,From 25 to 54 years,Percentage of total population,Males,Active population,90.4,2015-01-01 +12873,Lithuania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.8,2015-01-01 +12874,Lithuania,From 25 to 54 years,Percentage of total population,Females,Active population,88.2,2015-01-01 +12875,Lithuania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),81.4,2015-01-01 +12876,Lithuania,From 55 to 64 years,Thousand persons,Total,Active population,253.0,2015-01-01 +12877,Lithuania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),231.0,2015-01-01 +12878,Lithuania,From 55 to 64 years,Thousand persons,Males,Active population,118.0,2015-01-01 +12879,Lithuania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),105.0,2015-01-01 +12880,Lithuania,From 55 to 64 years,Thousand persons,Females,Active population,135.0,2015-01-01 +12881,Lithuania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),126.0,2015-01-01 +12882,Lithuania,From 55 to 64 years,Percentage of total population,Total,Active population,66.2,2015-01-01 +12883,Lithuania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),60.4,2015-01-01 +12884,Lithuania,From 55 to 64 years,Percentage of total population,Males,Active population,69.8,2015-01-01 +12885,Lithuania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),62.4,2015-01-01 +12886,Lithuania,From 55 to 64 years,Percentage of total population,Females,Active population,63.3,2015-01-01 +12887,Lithuania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),58.8,2015-01-01 +12888,Luxembourg,From 15 to 24 years,Thousand persons,Total,Active population,23.0,2015-01-01 +12889,Luxembourg,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),19.0,2015-01-01 +12890,Luxembourg,From 15 to 24 years,Thousand persons,Males,Active population,12.0,2015-01-01 +12891,Luxembourg,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),10.0,2015-01-01 +12892,Luxembourg,From 15 to 24 years,Thousand persons,Females,Active population,11.0,2015-01-01 +12893,Luxembourg,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),9.0,2015-01-01 +12894,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Active population,35.2,2015-01-01 +12895,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),29.1,2015-01-01 +12896,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Active population,36.2,2015-01-01 +12897,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.4,2015-01-01 +12898,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Active population,34.1,2015-01-01 +12899,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.8,2015-01-01 +12900,Luxembourg,From 25 to 54 years,Thousand persons,Total,Active population,224.0,2015-01-01 +12901,Luxembourg,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),211.0,2015-01-01 +12902,Luxembourg,From 25 to 54 years,Thousand persons,Males,Active population,122.0,2015-01-01 +12903,Luxembourg,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),116.0,2015-01-01 +12904,Luxembourg,From 25 to 54 years,Thousand persons,Females,Active population,103.0,2015-01-01 +12905,Luxembourg,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),96.0,2015-01-01 +12906,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Active population,87.7,2015-01-01 +12907,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.6,2015-01-01 +12908,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Active population,93.9,2015-01-01 +12909,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.3,2015-01-01 +12910,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Active population,81.3,2015-01-01 +12911,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.7,2015-01-01 +12912,Luxembourg,From 55 to 64 years,Thousand persons,Total,Active population,26.0,2015-01-01 +12913,Luxembourg,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),25.0,2015-01-01 +12914,Luxembourg,From 55 to 64 years,Thousand persons,Males,Active population,15.0,2015-01-01 +12915,Luxembourg,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),14.0,2015-01-01 +12916,Luxembourg,From 55 to 64 years,Thousand persons,Females,Active population,11.0,2015-01-01 +12917,Luxembourg,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),11.0,2015-01-01 +12918,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Active population,40.3,2015-01-01 +12919,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.4,2015-01-01 +12920,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Active population,45.5,2015-01-01 +12921,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),43.0,2015-01-01 +12922,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Active population,35.0,2015-01-01 +12923,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.7,2015-01-01 +12924,Hungary,From 15 to 24 years,Thousand persons,Total,Active population,341.0,2015-01-01 +12925,Hungary,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),282.0,2015-01-01 +12926,Hungary,From 15 to 24 years,Thousand persons,Males,Active population,193.0,2015-01-01 +12927,Hungary,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),158.0,2015-01-01 +12928,Hungary,From 15 to 24 years,Thousand persons,Females,Active population,147.0,2015-01-01 +12929,Hungary,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),124.0,2015-01-01 +12930,Hungary,From 15 to 24 years,Percentage of total population,Total,Active population,31.0,2015-01-01 +12931,Hungary,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.7,2015-01-01 +12932,Hungary,From 15 to 24 years,Percentage of total population,Males,Active population,34.4,2015-01-01 +12933,Hungary,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),28.1,2015-01-01 +12934,Hungary,From 15 to 24 years,Percentage of total population,Females,Active population,27.5,2015-01-01 +12935,Hungary,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.1,2015-01-01 +12936,Hungary,From 25 to 54 years,Thousand persons,Total,Active population,3481.0,2015-01-01 +12937,Hungary,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3271.0,2015-01-01 +12938,Hungary,From 25 to 54 years,Thousand persons,Males,Active population,1869.0,2015-01-01 +12939,Hungary,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1765.0,2015-01-01 +12940,Hungary,From 25 to 54 years,Thousand persons,Females,Active population,1612.0,2015-01-01 +12941,Hungary,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1506.0,2015-01-01 +12942,Hungary,From 25 to 54 years,Percentage of total population,Total,Active population,85.8,2015-01-01 +12943,Hungary,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.6,2015-01-01 +12944,Hungary,From 25 to 54 years,Percentage of total population,Males,Active population,92.0,2015-01-01 +12945,Hungary,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.8,2015-01-01 +12946,Hungary,From 25 to 54 years,Percentage of total population,Females,Active population,79.6,2015-01-01 +12947,Hungary,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.4,2015-01-01 +12948,Hungary,From 55 to 64 years,Thousand persons,Total,Active population,661.0,2015-01-01 +12949,Hungary,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),623.0,2015-01-01 +12950,Hungary,From 55 to 64 years,Thousand persons,Males,Active population,363.0,2015-01-01 +12951,Hungary,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),342.0,2015-01-01 +12952,Hungary,From 55 to 64 years,Thousand persons,Females,Active population,298.0,2015-01-01 +12953,Hungary,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),282.0,2015-01-01 +12954,Hungary,From 55 to 64 years,Percentage of total population,Total,Active population,48.1,2015-01-01 +12955,Hungary,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.3,2015-01-01 +12956,Hungary,From 55 to 64 years,Percentage of total population,Males,Active population,57.8,2015-01-01 +12957,Hungary,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.4,2015-01-01 +12958,Hungary,From 55 to 64 years,Percentage of total population,Females,Active population,39.9,2015-01-01 +12959,Hungary,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),37.7,2015-01-01 +12960,Malta,From 15 to 24 years,Thousand persons,Total,Active population,27.0,2015-01-01 +12961,Malta,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),24.0,2015-01-01 +12962,Malta,From 15 to 24 years,Thousand persons,Males,Active population,15.0,2015-01-01 +12963,Malta,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),12.0,2015-01-01 +12964,Malta,From 15 to 24 years,Thousand persons,Females,Active population,13.0,2015-01-01 +12965,Malta,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),12.0,2015-01-01 +12966,Malta,From 15 to 24 years,Percentage of total population,Total,Active population,51.6,2015-01-01 +12967,Malta,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.5,2015-01-01 +12968,Malta,From 15 to 24 years,Percentage of total population,Males,Active population,53.3,2015-01-01 +12969,Malta,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.9,2015-01-01 +12970,Malta,From 15 to 24 years,Percentage of total population,Females,Active population,49.8,2015-01-01 +12971,Malta,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.1,2015-01-01 +12972,Malta,From 25 to 54 years,Thousand persons,Total,Active population,141.0,2015-01-01 +12973,Malta,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),134.0,2015-01-01 +12974,Malta,From 25 to 54 years,Thousand persons,Males,Active population,85.0,2015-01-01 +12975,Malta,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),81.0,2015-01-01 +12976,Malta,From 25 to 54 years,Thousand persons,Females,Active population,56.0,2015-01-01 +12977,Malta,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),53.0,2015-01-01 +12978,Malta,From 25 to 54 years,Percentage of total population,Total,Active population,81.0,2015-01-01 +12979,Malta,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.4,2015-01-01 +12980,Malta,From 25 to 54 years,Percentage of total population,Males,Active population,95.4,2015-01-01 +12981,Malta,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),91.3,2015-01-01 +12982,Malta,From 25 to 54 years,Percentage of total population,Females,Active population,65.8,2015-01-01 +12983,Malta,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),62.9,2015-01-01 +12984,Malta,From 55 to 64 years,Thousand persons,Total,Active population,25.0,2015-01-01 +12985,Malta,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),24.0,2015-01-01 +12986,Malta,From 55 to 64 years,Thousand persons,Males,Active population,18.0,2015-01-01 +12987,Malta,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),17.0,2015-01-01 +12988,Malta,From 55 to 64 years,Thousand persons,Females,Active population,7.0,2015-01-01 +12989,Malta,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),6.0,2015-01-01 +12990,Malta,From 55 to 64 years,Percentage of total population,Total,Active population,42.4,2015-01-01 +12991,Malta,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),40.3,2015-01-01 +12992,Malta,From 55 to 64 years,Percentage of total population,Males,Active population,62.1,2015-01-01 +12993,Malta,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.8,2015-01-01 +12994,Malta,From 55 to 64 years,Percentage of total population,Females,Active population,22.6,2015-01-01 +12995,Malta,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.9,2015-01-01 +12996,Netherlands,From 15 to 24 years,Thousand persons,Total,Active population,1402.0,2015-01-01 +12997,Netherlands,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1245.0,2015-01-01 +12998,Netherlands,From 15 to 24 years,Thousand persons,Males,Active population,703.0,2015-01-01 +12999,Netherlands,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),623.0,2015-01-01 +13000,Netherlands,From 15 to 24 years,Thousand persons,Females,Active population,699.0,2015-01-01 +13001,Netherlands,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),621.0,2015-01-01 +13002,Netherlands,From 15 to 24 years,Percentage of total population,Total,Active population,68.5,2015-01-01 +13003,Netherlands,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),60.8,2015-01-01 +13004,Netherlands,From 15 to 24 years,Percentage of total population,Males,Active population,67.5,2015-01-01 +13005,Netherlands,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.9,2015-01-01 +13006,Netherlands,From 15 to 24 years,Percentage of total population,Females,Active population,69.4,2015-01-01 +13007,Netherlands,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),61.7,2015-01-01 +13008,Netherlands,From 25 to 54 years,Thousand persons,Total,Active population,5847.0,2015-01-01 +13009,Netherlands,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),5520.0,2015-01-01 +13010,Netherlands,From 25 to 54 years,Thousand persons,Males,Active population,3090.0,2015-01-01 +13011,Netherlands,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2936.0,2015-01-01 +13012,Netherlands,From 25 to 54 years,Thousand persons,Females,Active population,2757.0,2015-01-01 +13013,Netherlands,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2583.0,2015-01-01 +13014,Netherlands,From 25 to 54 years,Percentage of total population,Total,Active population,87.1,2015-01-01 +13015,Netherlands,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.2,2015-01-01 +13016,Netherlands,From 25 to 54 years,Percentage of total population,Males,Active population,92.1,2015-01-01 +13017,Netherlands,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.5,2015-01-01 +13018,Netherlands,From 25 to 54 years,Percentage of total population,Females,Active population,82.1,2015-01-01 +13019,Netherlands,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),77.0,2015-01-01 +13020,Netherlands,From 55 to 64 years,Thousand persons,Total,Active population,1470.0,2015-01-01 +13021,Netherlands,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1351.0,2015-01-01 +13022,Netherlands,From 55 to 64 years,Thousand persons,Males,Active population,848.0,2015-01-01 +13023,Netherlands,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),777.0,2015-01-01 +13024,Netherlands,From 55 to 64 years,Thousand persons,Females,Active population,622.0,2015-01-01 +13025,Netherlands,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),574.0,2015-01-01 +13026,Netherlands,From 55 to 64 years,Percentage of total population,Total,Active population,67.1,2015-01-01 +13027,Netherlands,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.7,2015-01-01 +13028,Netherlands,From 55 to 64 years,Percentage of total population,Males,Active population,77.6,2015-01-01 +13029,Netherlands,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),71.1,2015-01-01 +13030,Netherlands,From 55 to 64 years,Percentage of total population,Females,Active population,56.7,2015-01-01 +13031,Netherlands,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),52.4,2015-01-01 +13032,Austria,From 15 to 24 years,Thousand persons,Total,Active population,559.0,2015-01-01 +13033,Austria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),500.0,2015-01-01 +13034,Austria,From 15 to 24 years,Thousand persons,Males,Active population,297.0,2015-01-01 +13035,Austria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),264.0,2015-01-01 +13036,Austria,From 15 to 24 years,Thousand persons,Females,Active population,263.0,2015-01-01 +13037,Austria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),236.0,2015-01-01 +13038,Austria,From 15 to 24 years,Percentage of total population,Total,Active population,57.4,2015-01-01 +13039,Austria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.3,2015-01-01 +13040,Austria,From 15 to 24 years,Percentage of total population,Males,Active population,60.7,2015-01-01 +13041,Austria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.0,2015-01-01 +13042,Austria,From 15 to 24 years,Percentage of total population,Females,Active population,54.1,2015-01-01 +13043,Austria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),48.7,2015-01-01 +13044,Austria,From 25 to 54 years,Thousand persons,Total,Active population,3245.0,2015-01-01 +13045,Austria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3077.0,2015-01-01 +13046,Austria,From 25 to 54 years,Thousand persons,Males,Active population,1693.0,2015-01-01 +13047,Austria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1601.0,2015-01-01 +13048,Austria,From 25 to 54 years,Thousand persons,Females,Active population,1552.0,2015-01-01 +13049,Austria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1476.0,2015-01-01 +13050,Austria,From 25 to 54 years,Percentage of total population,Total,Active population,88.0,2015-01-01 +13051,Austria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.5,2015-01-01 +13052,Austria,From 25 to 54 years,Percentage of total population,Males,Active population,91.6,2015-01-01 +13053,Austria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.6,2015-01-01 +13054,Austria,From 25 to 54 years,Percentage of total population,Females,Active population,84.4,2015-01-01 +13055,Austria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.3,2015-01-01 +13056,Austria,From 55 to 64 years,Thousand persons,Total,Active population,515.0,2015-01-01 +13057,Austria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),490.0,2015-01-01 +13058,Austria,From 55 to 64 years,Thousand persons,Males,Active population,297.0,2015-01-01 +13059,Austria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),280.0,2015-01-01 +13060,Austria,From 55 to 64 years,Thousand persons,Females,Active population,218.0,2015-01-01 +13061,Austria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),211.0,2015-01-01 +13062,Austria,From 55 to 64 years,Percentage of total population,Total,Active population,48.6,2015-01-01 +13063,Austria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.3,2015-01-01 +13064,Austria,From 55 to 64 years,Percentage of total population,Males,Active population,57.4,2015-01-01 +13065,Austria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.1,2015-01-01 +13066,Austria,From 55 to 64 years,Percentage of total population,Females,Active population,40.2,2015-01-01 +13067,Austria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),38.8,2015-01-01 +13068,Poland,From 15 to 24 years,Thousand persons,Total,Active population,1375.0,2015-01-01 +13069,Poland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1089.0,2015-01-01 +13070,Poland,From 15 to 24 years,Thousand persons,Males,Active population,827.0,2015-01-01 +13071,Poland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),657.0,2015-01-01 +13072,Poland,From 15 to 24 years,Thousand persons,Females,Active population,547.0,2015-01-01 +13073,Poland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),433.0,2015-01-01 +13074,Poland,From 15 to 24 years,Percentage of total population,Total,Active population,32.8,2015-01-01 +13075,Poland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),26.0,2015-01-01 +13076,Poland,From 15 to 24 years,Percentage of total population,Males,Active population,38.4,2015-01-01 +13077,Poland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),30.5,2015-01-01 +13078,Poland,From 15 to 24 years,Percentage of total population,Females,Active population,26.9,2015-01-01 +13079,Poland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.3,2015-01-01 +13080,Poland,From 25 to 54 years,Thousand persons,Total,Active population,13174.0,2015-01-01 +13081,Poland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),12299.0,2015-01-01 +13082,Poland,From 25 to 54 years,Thousand persons,Males,Active population,7075.0,2015-01-01 +13083,Poland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),6635.0,2015-01-01 +13084,Poland,From 25 to 54 years,Thousand persons,Females,Active population,6098.0,2015-01-01 +13085,Poland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),5663.0,2015-01-01 +13086,Poland,From 25 to 54 years,Percentage of total population,Total,Active population,85.1,2015-01-01 +13087,Poland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.5,2015-01-01 +13088,Poland,From 25 to 54 years,Percentage of total population,Males,Active population,90.6,2015-01-01 +13089,Poland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.9,2015-01-01 +13090,Poland,From 25 to 54 years,Percentage of total population,Females,Active population,79.6,2015-01-01 +13091,Poland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.9,2015-01-01 +13092,Poland,From 55 to 64 years,Thousand persons,Total,Active population,2563.0,2015-01-01 +13093,Poland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2424.0,2015-01-01 +13094,Poland,From 55 to 64 years,Thousand persons,Males,Active population,1486.0,2015-01-01 +13095,Poland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1398.0,2015-01-01 +13096,Poland,From 55 to 64 years,Thousand persons,Females,Active population,1077.0,2015-01-01 +13097,Poland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1025.0,2015-01-01 +13098,Poland,From 55 to 64 years,Percentage of total population,Total,Active population,46.9,2015-01-01 +13099,Poland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.3,2015-01-01 +13100,Poland,From 55 to 64 years,Percentage of total population,Males,Active population,57.5,2015-01-01 +13101,Poland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),54.2,2015-01-01 +13102,Poland,From 55 to 64 years,Percentage of total population,Females,Active population,37.3,2015-01-01 +13103,Poland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.5,2015-01-01 +13104,Portugal,From 15 to 24 years,Thousand persons,Total,Active population,370.0,2015-01-01 +13105,Portugal,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),251.0,2015-01-01 +13106,Portugal,From 15 to 24 years,Thousand persons,Males,Active population,191.0,2015-01-01 +13107,Portugal,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),135.0,2015-01-01 +13108,Portugal,From 15 to 24 years,Thousand persons,Females,Active population,178.0,2015-01-01 +13109,Portugal,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),117.0,2015-01-01 +13110,Portugal,From 15 to 24 years,Percentage of total population,Total,Active population,33.5,2015-01-01 +13111,Portugal,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),22.8,2015-01-01 +13112,Portugal,From 15 to 24 years,Percentage of total population,Males,Active population,34.2,2015-01-01 +13113,Portugal,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.1,2015-01-01 +13114,Portugal,From 15 to 24 years,Percentage of total population,Females,Active population,32.8,2015-01-01 +13115,Portugal,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.5,2015-01-01 +13116,Portugal,From 25 to 54 years,Thousand persons,Total,Active population,3811.0,2015-01-01 +13117,Portugal,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3385.0,2015-01-01 +13118,Portugal,From 25 to 54 years,Thousand persons,Males,Active population,1897.0,2015-01-01 +13119,Portugal,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1692.0,2015-01-01 +13120,Portugal,From 25 to 54 years,Thousand persons,Females,Active population,1914.0,2015-01-01 +13121,Portugal,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1693.0,2015-01-01 +13122,Portugal,From 25 to 54 years,Percentage of total population,Total,Active population,88.8,2015-01-01 +13123,Portugal,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.8,2015-01-01 +13124,Portugal,From 25 to 54 years,Percentage of total population,Males,Active population,91.7,2015-01-01 +13125,Portugal,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.8,2015-01-01 +13126,Portugal,From 25 to 54 years,Percentage of total population,Females,Active population,86.0,2015-01-01 +13127,Portugal,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.1,2015-01-01 +13128,Portugal,From 55 to 64 years,Thousand persons,Total,Active population,769.0,2015-01-01 +13129,Portugal,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),673.0,2015-01-01 +13130,Portugal,From 55 to 64 years,Thousand persons,Males,Active population,413.0,2015-01-01 +13131,Portugal,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),355.0,2015-01-01 +13132,Portugal,From 55 to 64 years,Thousand persons,Females,Active population,356.0,2015-01-01 +13133,Portugal,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),318.0,2015-01-01 +13134,Portugal,From 55 to 64 years,Percentage of total population,Total,Active population,57.0,2015-01-01 +13135,Portugal,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),49.9,2015-01-01 +13136,Portugal,From 55 to 64 years,Percentage of total population,Males,Active population,65.0,2015-01-01 +13137,Portugal,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.0,2015-01-01 +13138,Portugal,From 55 to 64 years,Percentage of total population,Females,Active population,49.9,2015-01-01 +13139,Portugal,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.5,2015-01-01 +13140,Romania,From 15 to 24 years,Thousand persons,Total,Active population,684.0,2015-01-01 +13141,Romania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),536.0,2015-01-01 +13142,Romania,From 15 to 24 years,Thousand persons,Males,Active population,418.0,2015-01-01 +13143,Romania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),332.0,2015-01-01 +13144,Romania,From 15 to 24 years,Thousand persons,Females,Active population,267.0,2015-01-01 +13145,Romania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),204.0,2015-01-01 +13146,Romania,From 15 to 24 years,Percentage of total population,Total,Active population,31.3,2015-01-01 +13147,Romania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.5,2015-01-01 +13148,Romania,From 15 to 24 years,Percentage of total population,Males,Active population,37.0,2015-01-01 +13149,Romania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.4,2015-01-01 +13150,Romania,From 15 to 24 years,Percentage of total population,Females,Active population,25.2,2015-01-01 +13151,Romania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),19.3,2015-01-01 +13152,Romania,From 25 to 54 years,Thousand persons,Total,Active population,7017.0,2015-01-01 +13153,Romania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),6585.0,2015-01-01 +13154,Romania,From 25 to 54 years,Thousand persons,Males,Active population,3994.0,2015-01-01 +13155,Romania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3718.0,2015-01-01 +13156,Romania,From 25 to 54 years,Thousand persons,Females,Active population,3023.0,2015-01-01 +13157,Romania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2867.0,2015-01-01 +13158,Romania,From 25 to 54 years,Percentage of total population,Total,Active population,82.5,2015-01-01 +13159,Romania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.4,2015-01-01 +13160,Romania,From 25 to 54 years,Percentage of total population,Males,Active population,91.6,2015-01-01 +13161,Romania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.2,2015-01-01 +13162,Romania,From 25 to 54 years,Percentage of total population,Females,Active population,72.9,2015-01-01 +13163,Romania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),69.2,2015-01-01 +13164,Romania,From 55 to 64 years,Thousand persons,Total,Active population,1157.0,2015-01-01 +13165,Romania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1113.0,2015-01-01 +13166,Romania,From 55 to 64 years,Thousand persons,Males,Active population,687.0,2015-01-01 +13167,Romania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),654.0,2015-01-01 +13168,Romania,From 55 to 64 years,Thousand persons,Females,Active population,469.0,2015-01-01 +13169,Romania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),459.0,2015-01-01 +13170,Romania,From 55 to 64 years,Percentage of total population,Total,Active population,42.7,2015-01-01 +13171,Romania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.1,2015-01-01 +13172,Romania,From 55 to 64 years,Percentage of total population,Males,Active population,53.8,2015-01-01 +13173,Romania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),51.2,2015-01-01 +13174,Romania,From 55 to 64 years,Percentage of total population,Females,Active population,32.8,2015-01-01 +13175,Romania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.1,2015-01-01 +13176,Slovenia,From 15 to 24 years,Thousand persons,Total,Active population,72.0,2015-01-01 +13177,Slovenia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),60.0,2015-01-01 +13178,Slovenia,From 15 to 24 years,Thousand persons,Males,Active population,40.0,2015-01-01 +13179,Slovenia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),33.0,2015-01-01 +13180,Slovenia,From 15 to 24 years,Thousand persons,Females,Active population,32.0,2015-01-01 +13181,Slovenia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),27.0,2015-01-01 +13182,Slovenia,From 15 to 24 years,Percentage of total population,Total,Active population,35.3,2015-01-01 +13183,Slovenia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),29.6,2015-01-01 +13184,Slovenia,From 15 to 24 years,Percentage of total population,Males,Active population,38.9,2015-01-01 +13185,Slovenia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.0,2015-01-01 +13186,Slovenia,From 15 to 24 years,Percentage of total population,Females,Active population,31.7,2015-01-01 +13187,Slovenia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.1,2015-01-01 +13188,Slovenia,From 25 to 54 years,Thousand persons,Total,Active population,803.0,2015-01-01 +13189,Slovenia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),734.0,2015-01-01 +13190,Slovenia,From 25 to 54 years,Thousand persons,Males,Active population,427.0,2015-01-01 +13191,Slovenia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),396.0,2015-01-01 +13192,Slovenia,From 25 to 54 years,Thousand persons,Females,Active population,376.0,2015-01-01 +13193,Slovenia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),338.0,2015-01-01 +13194,Slovenia,From 25 to 54 years,Percentage of total population,Total,Active population,90.8,2015-01-01 +13195,Slovenia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.9,2015-01-01 +13196,Slovenia,From 25 to 54 years,Percentage of total population,Males,Active population,92.9,2015-01-01 +13197,Slovenia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.1,2015-01-01 +13198,Slovenia,From 25 to 54 years,Percentage of total population,Females,Active population,88.6,2015-01-01 +13199,Slovenia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.5,2015-01-01 +13200,Slovenia,From 55 to 64 years,Thousand persons,Total,Active population,117.0,2015-01-01 +13201,Slovenia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),108.0,2015-01-01 +13202,Slovenia,From 55 to 64 years,Thousand persons,Males,Active population,69.0,2015-01-01 +13203,Slovenia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),63.0,2015-01-01 +13204,Slovenia,From 55 to 64 years,Thousand persons,Females,Active population,48.0,2015-01-01 +13205,Slovenia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),45.0,2015-01-01 +13206,Slovenia,From 55 to 64 years,Percentage of total population,Total,Active population,39.7,2015-01-01 +13207,Slovenia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),36.6,2015-01-01 +13208,Slovenia,From 55 to 64 years,Percentage of total population,Males,Active population,46.4,2015-01-01 +13209,Slovenia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),42.6,2015-01-01 +13210,Slovenia,From 55 to 64 years,Percentage of total population,Females,Active population,32.9,2015-01-01 +13211,Slovenia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),30.5,2015-01-01 +13212,Slovakia,From 15 to 24 years,Thousand persons,Total,Active population,209.0,2015-01-01 +13213,Slovakia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),154.0,2015-01-01 +13214,Slovakia,From 15 to 24 years,Thousand persons,Males,Active population,129.0,2015-01-01 +13215,Slovakia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),96.0,2015-01-01 +13216,Slovakia,From 15 to 24 years,Thousand persons,Females,Active population,80.0,2015-01-01 +13217,Slovakia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),58.0,2015-01-01 +13218,Slovakia,From 15 to 24 years,Percentage of total population,Total,Active population,31.7,2015-01-01 +13219,Slovakia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),23.3,2015-01-01 +13220,Slovakia,From 15 to 24 years,Percentage of total population,Males,Active population,38.3,2015-01-01 +13221,Slovakia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),28.4,2015-01-01 +13222,Slovakia,From 15 to 24 years,Percentage of total population,Females,Active population,24.9,2015-01-01 +13223,Slovakia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.0,2015-01-01 +13224,Slovakia,From 25 to 54 years,Thousand persons,Total,Active population,2128.0,2015-01-01 +13225,Slovakia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1905.0,2015-01-01 +13226,Slovakia,From 25 to 54 years,Thousand persons,Males,Active population,1159.0,2015-01-01 +13227,Slovakia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1054.0,2015-01-01 +13228,Slovakia,From 25 to 54 years,Thousand persons,Females,Active population,969.0,2015-01-01 +13229,Slovakia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),851.0,2015-01-01 +13230,Slovakia,From 25 to 54 years,Percentage of total population,Total,Active population,87.3,2015-01-01 +13231,Slovakia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.1,2015-01-01 +13232,Slovakia,From 25 to 54 years,Percentage of total population,Males,Active population,93.6,2015-01-01 +13233,Slovakia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.1,2015-01-01 +13234,Slovakia,From 25 to 54 years,Percentage of total population,Females,Active population,80.8,2015-01-01 +13235,Slovakia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),70.9,2015-01-01 +13236,Slovakia,From 55 to 64 years,Thousand persons,Total,Active population,382.0,2015-01-01 +13237,Slovakia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),346.0,2015-01-01 +13238,Slovakia,From 55 to 64 years,Thousand persons,Males,Active population,205.0,2015-01-01 +13239,Slovakia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),188.0,2015-01-01 +13240,Slovakia,From 55 to 64 years,Thousand persons,Females,Active population,177.0,2015-01-01 +13241,Slovakia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),158.0,2015-01-01 +13242,Slovakia,From 55 to 64 years,Percentage of total population,Total,Active population,51.8,2015-01-01 +13243,Slovakia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),47.0,2015-01-01 +13244,Slovakia,From 55 to 64 years,Percentage of total population,Males,Active population,58.4,2015-01-01 +13245,Slovakia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.6,2015-01-01 +13246,Slovakia,From 55 to 64 years,Percentage of total population,Females,Active population,45.8,2015-01-01 +13247,Slovakia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.0,2015-01-01 +13248,Finland,From 15 to 24 years,Thousand persons,Total,Active population,326.0,2015-01-01 +13249,Finland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),253.0,2015-01-01 +13250,Finland,From 15 to 24 years,Thousand persons,Males,Active population,158.0,2015-01-01 +13251,Finland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),118.0,2015-01-01 +13252,Finland,From 15 to 24 years,Thousand persons,Females,Active population,167.0,2015-01-01 +13253,Finland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),134.0,2015-01-01 +13254,Finland,From 15 to 24 years,Percentage of total population,Total,Active population,52.2,2015-01-01 +13255,Finland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),40.5,2015-01-01 +13256,Finland,From 15 to 24 years,Percentage of total population,Males,Active population,51.1,2015-01-01 +13257,Finland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),38.1,2015-01-01 +13258,Finland,From 15 to 24 years,Percentage of total population,Females,Active population,53.3,2015-01-01 +13259,Finland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.8,2015-01-01 +13260,Finland,From 25 to 54 years,Thousand persons,Total,Active population,1809.0,2015-01-01 +13261,Finland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1670.0,2015-01-01 +13262,Finland,From 25 to 54 years,Thousand persons,Males,Active population,953.0,2015-01-01 +13263,Finland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),878.0,2015-01-01 +13264,Finland,From 25 to 54 years,Thousand persons,Females,Active population,856.0,2015-01-01 +13265,Finland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),792.0,2015-01-01 +13266,Finland,From 25 to 54 years,Percentage of total population,Total,Active population,86.6,2015-01-01 +13267,Finland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.0,2015-01-01 +13268,Finland,From 25 to 54 years,Percentage of total population,Males,Active population,89.6,2015-01-01 +13269,Finland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.5,2015-01-01 +13270,Finland,From 25 to 54 years,Percentage of total population,Females,Active population,83.6,2015-01-01 +13271,Finland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),77.3,2015-01-01 +13272,Finland,From 55 to 64 years,Thousand persons,Total,Active population,484.0,2015-01-01 +13273,Finland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),446.0,2015-01-01 +13274,Finland,From 55 to 64 years,Thousand persons,Males,Active population,231.0,2015-01-01 +13275,Finland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),210.0,2015-01-01 +13276,Finland,From 55 to 64 years,Thousand persons,Females,Active population,253.0,2015-01-01 +13277,Finland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),235.0,2015-01-01 +13278,Finland,From 55 to 64 years,Percentage of total population,Total,Active population,65.2,2015-01-01 +13279,Finland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),60.0,2015-01-01 +13280,Finland,From 55 to 64 years,Percentage of total population,Males,Active population,63.2,2015-01-01 +13281,Finland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),57.4,2015-01-01 +13282,Finland,From 55 to 64 years,Percentage of total population,Females,Active population,67.2,2015-01-01 +13283,Finland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),62.5,2015-01-01 +13284,Sweden,From 15 to 24 years,Thousand persons,Total,Active population,656.0,2015-01-01 +13285,Sweden,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),523.0,2015-01-01 +13286,Sweden,From 15 to 24 years,Thousand persons,Males,Active population,331.0,2015-01-01 +13287,Sweden,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),261.0,2015-01-01 +13288,Sweden,From 15 to 24 years,Thousand persons,Females,Active population,326.0,2015-01-01 +13289,Sweden,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),262.0,2015-01-01 +13290,Sweden,From 15 to 24 years,Percentage of total population,Total,Active population,55.1,2015-01-01 +13291,Sweden,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),43.9,2015-01-01 +13292,Sweden,From 15 to 24 years,Percentage of total population,Males,Active population,53.8,2015-01-01 +13293,Sweden,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),42.4,2015-01-01 +13294,Sweden,From 15 to 24 years,Percentage of total population,Females,Active population,56.5,2015-01-01 +13295,Sweden,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.5,2015-01-01 +13296,Sweden,From 25 to 54 years,Thousand persons,Total,Active population,3490.0,2015-01-01 +13297,Sweden,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3288.0,2015-01-01 +13298,Sweden,From 25 to 54 years,Thousand persons,Males,Active population,1826.0,2015-01-01 +13299,Sweden,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1720.0,2015-01-01 +13300,Sweden,From 25 to 54 years,Thousand persons,Females,Active population,1665.0,2015-01-01 +13301,Sweden,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1569.0,2015-01-01 +13302,Sweden,From 25 to 54 years,Percentage of total population,Total,Active population,90.9,2015-01-01 +13303,Sweden,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),85.6,2015-01-01 +13304,Sweden,From 25 to 54 years,Percentage of total population,Males,Active population,93.3,2015-01-01 +13305,Sweden,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.9,2015-01-01 +13306,Sweden,From 25 to 54 years,Percentage of total population,Females,Active population,88.4,2015-01-01 +13307,Sweden,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),83.3,2015-01-01 +13308,Sweden,From 55 to 64 years,Thousand persons,Total,Active population,897.0,2015-01-01 +13309,Sweden,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),849.0,2015-01-01 +13310,Sweden,From 55 to 64 years,Thousand persons,Males,Active population,468.0,2015-01-01 +13311,Sweden,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),439.0,2015-01-01 +13312,Sweden,From 55 to 64 years,Thousand persons,Females,Active population,429.0,2015-01-01 +13313,Sweden,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),409.0,2015-01-01 +13314,Sweden,From 55 to 64 years,Percentage of total population,Total,Active population,78.7,2015-01-01 +13315,Sweden,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),74.5,2015-01-01 +13316,Sweden,From 55 to 64 years,Percentage of total population,Males,Active population,81.8,2015-01-01 +13317,Sweden,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),76.8,2015-01-01 +13318,Sweden,From 55 to 64 years,Percentage of total population,Females,Active population,75.5,2015-01-01 +13319,Sweden,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.1,2015-01-01 +13320,United Kingdom,From 15 to 24 years,Thousand persons,Total,Active population,4519.0,2015-01-01 +13321,United Kingdom,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3859.0,2015-01-01 +13322,United Kingdom,From 15 to 24 years,Thousand persons,Males,Active population,2357.0,2015-01-01 +13323,United Kingdom,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1976.0,2015-01-01 +13324,United Kingdom,From 15 to 24 years,Thousand persons,Females,Active population,2162.0,2015-01-01 +13325,United Kingdom,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1883.0,2015-01-01 +13326,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Active population,58.6,2015-01-01 +13327,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.1,2015-01-01 +13328,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Active population,60.1,2015-01-01 +13329,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.4,2015-01-01 +13330,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Active population,57.1,2015-01-01 +13331,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.7,2015-01-01 +13332,United Kingdom,From 25 to 54 years,Thousand persons,Total,Active population,22465.0,2015-01-01 +13333,United Kingdom,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),21562.0,2015-01-01 +13334,United Kingdom,From 25 to 54 years,Thousand persons,Males,Active population,11898.0,2015-01-01 +13335,United Kingdom,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),11431.0,2015-01-01 +13336,United Kingdom,From 25 to 54 years,Thousand persons,Females,Active population,10567.0,2015-01-01 +13337,United Kingdom,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),10131.0,2015-01-01 +13338,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Active population,85.8,2015-01-01 +13339,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.4,2015-01-01 +13340,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Active population,91.9,2015-01-01 +13341,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.3,2015-01-01 +13342,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Active population,79.9,2015-01-01 +13343,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.6,2015-01-01 +13344,United Kingdom,From 55 to 64 years,Thousand persons,Total,Active population,4771.0,2015-01-01 +13345,United Kingdom,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),4607.0,2015-01-01 +13346,United Kingdom,From 55 to 64 years,Thousand persons,Males,Active population,2595.0,2015-01-01 +13347,United Kingdom,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2496.0,2015-01-01 +13348,United Kingdom,From 55 to 64 years,Thousand persons,Females,Active population,2176.0,2015-01-01 +13349,United Kingdom,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),2111.0,2015-01-01 +13350,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Active population,64.4,2015-01-01 +13351,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),62.2,2015-01-01 +13352,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Active population,71.4,2015-01-01 +13353,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),68.7,2015-01-01 +13354,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Active population,57.7,2015-01-01 +13355,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),56.0,2015-01-01 +13356,Iceland,From 15 to 24 years,Thousand persons,Total,Active population,32.0,2015-01-01 +13357,Iceland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),29.0,2015-01-01 +13358,Iceland,From 15 to 24 years,Thousand persons,Males,Active population,16.0,2015-01-01 +13359,Iceland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),14.0,2015-01-01 +13360,Iceland,From 15 to 24 years,Thousand persons,Females,Active population,16.0,2015-01-01 +13361,Iceland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),15.0,2015-01-01 +13362,Iceland,From 15 to 24 years,Percentage of total population,Total,Active population,80.2,2015-01-01 +13363,Iceland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),73.1,2015-01-01 +13364,Iceland,From 15 to 24 years,Percentage of total population,Males,Active population,78.4,2015-01-01 +13365,Iceland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),69.9,2015-01-01 +13366,Iceland,From 15 to 24 years,Percentage of total population,Females,Active population,82.0,2015-01-01 +13367,Iceland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.5,2015-01-01 +13368,Iceland,From 25 to 54 years,Thousand persons,Total,Active population,116.0,2015-01-01 +13369,Iceland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),112.0,2015-01-01 +13370,Iceland,From 25 to 54 years,Thousand persons,Males,Active population,60.0,2015-01-01 +13371,Iceland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),59.0,2015-01-01 +13372,Iceland,From 25 to 54 years,Thousand persons,Females,Active population,56.0,2015-01-01 +13373,Iceland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),54.0,2015-01-01 +13374,Iceland,From 25 to 54 years,Percentage of total population,Total,Active population,91.2,2015-01-01 +13375,Iceland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),88.4,2015-01-01 +13376,Iceland,From 25 to 54 years,Percentage of total population,Males,Active population,94.5,2015-01-01 +13377,Iceland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),92.1,2015-01-01 +13378,Iceland,From 25 to 54 years,Percentage of total population,Females,Active population,87.9,2015-01-01 +13379,Iceland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),84.6,2015-01-01 +13380,Iceland,From 55 to 64 years,Thousand persons,Total,Active population,33.0,2015-01-01 +13381,Iceland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),32.0,2015-01-01 +13382,Iceland,From 55 to 64 years,Thousand persons,Males,Active population,18.0,2015-01-01 +13383,Iceland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),17.0,2015-01-01 +13384,Iceland,From 55 to 64 years,Thousand persons,Females,Active population,16.0,2015-01-01 +13385,Iceland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),15.0,2015-01-01 +13386,Iceland,From 55 to 64 years,Percentage of total population,Total,Active population,87.6,2015-01-01 +13387,Iceland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.8,2015-01-01 +13388,Iceland,From 55 to 64 years,Percentage of total population,Males,Active population,91.8,2015-01-01 +13389,Iceland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.0,2015-01-01 +13390,Iceland,From 55 to 64 years,Percentage of total population,Females,Active population,83.2,2015-01-01 +13391,Iceland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.5,2015-01-01 +13392,Norway,From 15 to 24 years,Thousand persons,Total,Active population,369.0,2015-01-01 +13393,Norway,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),332.0,2015-01-01 +13394,Norway,From 15 to 24 years,Thousand persons,Males,Active population,187.0,2015-01-01 +13395,Norway,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),167.0,2015-01-01 +13396,Norway,From 15 to 24 years,Thousand persons,Females,Active population,182.0,2015-01-01 +13397,Norway,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),166.0,2015-01-01 +13398,Norway,From 15 to 24 years,Percentage of total population,Total,Active population,55.9,2015-01-01 +13399,Norway,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.4,2015-01-01 +13400,Norway,From 15 to 24 years,Percentage of total population,Males,Active population,55.2,2015-01-01 +13401,Norway,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),49.1,2015-01-01 +13402,Norway,From 15 to 24 years,Percentage of total population,Females,Active population,56.6,2015-01-01 +13403,Norway,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),51.8,2015-01-01 +13404,Norway,From 25 to 54 years,Thousand persons,Total,Active population,1848.0,2015-01-01 +13405,Norway,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1775.0,2015-01-01 +13406,Norway,From 25 to 54 years,Thousand persons,Males,Active population,977.0,2015-01-01 +13407,Norway,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),936.0,2015-01-01 +13408,Norway,From 25 to 54 years,Thousand persons,Females,Active population,871.0,2015-01-01 +13409,Norway,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),839.0,2015-01-01 +13410,Norway,From 25 to 54 years,Percentage of total population,Total,Active population,86.5,2015-01-01 +13411,Norway,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.1,2015-01-01 +13412,Norway,From 25 to 54 years,Percentage of total population,Males,Active population,89.0,2015-01-01 +13413,Norway,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.3,2015-01-01 +13414,Norway,From 25 to 54 years,Percentage of total population,Females,Active population,83.9,2015-01-01 +13415,Norway,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.7,2015-01-01 +13416,Norway,From 55 to 64 years,Thousand persons,Total,Active population,445.0,2015-01-01 +13417,Norway,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),437.0,2015-01-01 +13418,Norway,From 55 to 64 years,Thousand persons,Males,Active population,236.0,2015-01-01 +13419,Norway,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),232.0,2015-01-01 +13420,Norway,From 55 to 64 years,Thousand persons,Females,Active population,209.0,2015-01-01 +13421,Norway,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),206.0,2015-01-01 +13422,Norway,From 55 to 64 years,Percentage of total population,Total,Active population,73.4,2015-01-01 +13423,Norway,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),72.2,2015-01-01 +13424,Norway,From 55 to 64 years,Percentage of total population,Males,Active population,76.9,2015-01-01 +13425,Norway,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),75.6,2015-01-01 +13426,Norway,From 55 to 64 years,Percentage of total population,Females,Active population,69.8,2015-01-01 +13427,Norway,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),68.8,2015-01-01 +13428,Switzerland,From 15 to 24 years,Thousand persons,Total,Active population,617.0,2015-01-01 +13429,Switzerland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),564.0,2015-01-01 +13430,Switzerland,From 15 to 24 years,Thousand persons,Males,Active population,311.0,2015-01-01 +13431,Switzerland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),282.0,2015-01-01 +13432,Switzerland,From 15 to 24 years,Thousand persons,Females,Active population,306.0,2015-01-01 +13433,Switzerland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),282.0,2015-01-01 +13434,Switzerland,From 15 to 24 years,Percentage of total population,Total,Active population,66.7,2015-01-01 +13435,Switzerland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.0,2015-01-01 +13436,Switzerland,From 15 to 24 years,Percentage of total population,Males,Active population,65.9,2015-01-01 +13437,Switzerland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.8,2015-01-01 +13438,Switzerland,From 15 to 24 years,Percentage of total population,Females,Active population,67.6,2015-01-01 +13439,Switzerland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),62.2,2015-01-01 +13440,Switzerland,From 25 to 54 years,Thousand persons,Total,Active population,3260.0,2015-01-01 +13441,Switzerland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3127.0,2015-01-01 +13442,Switzerland,From 25 to 54 years,Thousand persons,Males,Active population,1736.0,2015-01-01 +13443,Switzerland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1670.0,2015-01-01 +13444,Switzerland,From 25 to 54 years,Thousand persons,Females,Active population,1524.0,2015-01-01 +13445,Switzerland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1457.0,2015-01-01 +13446,Switzerland,From 25 to 54 years,Percentage of total population,Total,Active population,91.0,2015-01-01 +13447,Switzerland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),87.3,2015-01-01 +13448,Switzerland,From 25 to 54 years,Percentage of total population,Males,Active population,96.0,2015-01-01 +13449,Switzerland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),92.3,2015-01-01 +13450,Switzerland,From 25 to 54 years,Percentage of total population,Females,Active population,85.9,2015-01-01 +13451,Switzerland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.2,2015-01-01 +13452,Switzerland,From 55 to 64 years,Thousand persons,Total,Active population,767.0,2015-01-01 +13453,Switzerland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),737.0,2015-01-01 +13454,Switzerland,From 55 to 64 years,Thousand persons,Males,Active population,418.0,2015-01-01 +13455,Switzerland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),399.0,2015-01-01 +13456,Switzerland,From 55 to 64 years,Thousand persons,Females,Active population,349.0,2015-01-01 +13457,Switzerland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),338.0,2015-01-01 +13458,Switzerland,From 55 to 64 years,Percentage of total population,Total,Active population,75.8,2015-01-01 +13459,Switzerland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),72.8,2015-01-01 +13460,Switzerland,From 55 to 64 years,Percentage of total population,Males,Active population,82.5,2015-01-01 +13461,Switzerland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),78.9,2015-01-01 +13462,Switzerland,From 55 to 64 years,Percentage of total population,Females,Active population,69.1,2015-01-01 +13463,Switzerland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.7,2015-01-01 +13464,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Active population,93.0,2015-01-01 +13465,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),49.0,2015-01-01 +13466,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Active population,58.0,2015-01-01 +13467,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),29.0,2015-01-01 +13468,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Active population,34.0,2015-01-01 +13469,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),19.0,2015-01-01 +13470,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Active population,32.8,2015-01-01 +13471,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),17.3,2015-01-01 +13472,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Active population,40.1,2015-01-01 +13473,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),20.2,2015-01-01 +13474,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Active population,25.1,2015-01-01 +13475,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),14.2,2015-01-01 +13476,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Active population,723.0,2015-01-01 +13477,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),545.0,2015-01-01 +13478,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Active population,429.0,2015-01-01 +13479,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),322.0,2015-01-01 +13480,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Active population,294.0,2015-01-01 +13481,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),222.0,2015-01-01 +13482,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Active population,78.8,2015-01-01 +13483,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),59.4,2015-01-01 +13484,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Active population,91.8,2015-01-01 +13485,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),69.1,2015-01-01 +13486,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Active population,65.3,2015-01-01 +13487,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.3,2015-01-01 +13488,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Active population,131.0,2015-01-01 +13489,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),104.0,2015-01-01 +13490,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Active population,86.0,2015-01-01 +13491,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),67.0,2015-01-01 +13492,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Active population,45.0,2015-01-01 +13493,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),37.0,2015-01-01 +13494,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Active population,50.6,2015-01-01 +13495,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),40.1,2015-01-01 +13496,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Active population,67.4,2015-01-01 +13497,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.2,2015-01-01 +13498,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Active population,34.2,2015-01-01 +13499,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),28.3,2015-01-01 +13500,Turkey,From 15 to 24 years,Thousand persons,Total,Active population,4933.0,2015-01-01 +13501,Turkey,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),4022.0,2015-01-01 +13502,Turkey,From 15 to 24 years,Thousand persons,Males,Active population,3189.0,2015-01-01 +13503,Turkey,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2664.0,2015-01-01 +13504,Turkey,From 15 to 24 years,Thousand persons,Females,Active population,1744.0,2015-01-01 +13505,Turkey,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1357.0,2015-01-01 +13506,Turkey,From 15 to 24 years,Percentage of total population,Total,Active population,41.8,2015-01-01 +13507,Turkey,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.1,2015-01-01 +13508,Turkey,From 15 to 24 years,Percentage of total population,Males,Active population,54.0,2015-01-01 +13509,Turkey,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.1,2015-01-01 +13510,Turkey,From 15 to 24 years,Percentage of total population,Females,Active population,29.6,2015-01-01 +13511,Turkey,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.0,2015-01-01 +13512,Turkey,From 25 to 54 years,Thousand persons,Total,Active population,21712.0,2015-01-01 +13513,Turkey,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),19757.0,2015-01-01 +13514,Turkey,From 25 to 54 years,Thousand persons,Males,Active population,15076.0,2015-01-01 +13515,Turkey,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),13870.0,2015-01-01 +13516,Turkey,From 25 to 54 years,Thousand persons,Females,Active population,6637.0,2015-01-01 +13517,Turkey,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),5887.0,2015-01-01 +13518,Turkey,From 25 to 54 years,Percentage of total population,Total,Active population,65.5,2015-01-01 +13519,Turkey,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),59.6,2015-01-01 +13520,Turkey,From 25 to 54 years,Percentage of total population,Males,Active population,90.5,2015-01-01 +13521,Turkey,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.2,2015-01-01 +13522,Turkey,From 25 to 54 years,Percentage of total population,Females,Active population,40.2,2015-01-01 +13523,Turkey,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),35.7,2015-01-01 +13524,Turkey,From 55 to 64 years,Thousand persons,Total,Active population,2257.0,2015-01-01 +13525,Turkey,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2107.0,2015-01-01 +13526,Turkey,From 55 to 64 years,Thousand persons,Males,Active population,1645.0,2015-01-01 +13527,Turkey,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1515.0,2015-01-01 +13528,Turkey,From 55 to 64 years,Thousand persons,Females,Active population,612.0,2015-01-01 +13529,Turkey,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),592.0,2015-01-01 +13530,Turkey,From 55 to 64 years,Percentage of total population,Total,Active population,34.1,2015-01-01 +13531,Turkey,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.8,2015-01-01 +13532,Turkey,From 55 to 64 years,Percentage of total population,Males,Active population,50.3,2015-01-01 +13533,Turkey,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.3,2015-01-01 +13534,Turkey,From 55 to 64 years,Percentage of total population,Females,Active population,18.3,2015-01-01 +13535,Turkey,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.7,2015-01-01 +13536,,,,,,, +13537,,,,,,, +13538,,,,,,, +13539,,,,,,, +13540,,,,,,, +13541,,,,,,, +13542,,,,,,, +13543,,,,,,, +13544,,,,,,, +13545,,,,,,, +13546,,,,,,, +13547,,,,,,, +13548,,,,,,, +13549,,,,,,, +13550,,,,,,, +13551,,,,,,, +13552,,,,,,, +13553,,,,,,, +13554,,,,,,, +13555,,,,,,, +13556,,,,,,, +13557,,,,,,, +13558,,,,,,, +13559,,,,,,, +13560,,,,,,, +13561,,,,,,, +13562,,,,,,, +13563,,,,,,, +13564,,,,,,, +13565,,,,,,, +13566,,,,,,, +13567,,,,,,, +13568,,,,,,, +13569,,,,,,, +13570,,,,,,, +13571,,,,,,, +13572,,,,,,, +13573,,,,,,, +13574,,,,,,, +13575,,,,,,, +13576,,,,,,, +13577,,,,,,, +13578,,,,,,, +13579,,,,,,, +13580,,,,,,, +13581,,,,,,, +13582,,,,,,, +13583,,,,,,, +13584,,,,,,, +13585,,,,,,, +13586,,,,,,, +13587,,,,,,, +13588,,,,,,, +13589,,,,,,, +13590,,,,,,, +13591,,,,,,, +13592,,,,,,, +13593,,,,,,, +13594,,,,,,, +13595,,,,,,, +13596,,,,,,, +13597,,,,,,, +13598,,,,,,, +13599,,,,,,, +13600,,,,,,, +13601,,,,,,, +13602,,,,,,, +13603,,,,,,, +13604,,,,,,, +13605,,,,,,, +13606,,,,,,, +13607,,,,,,, +13608,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Active population,22609.0,2016-01-01 +13609,European Union (28 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),18401.0,2016-01-01 +13610,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Active population,12264.0,2016-01-01 +13611,European Union (28 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),9896.0,2016-01-01 +13612,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Active population,10346.0,2016-01-01 +13613,European Union (28 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8505.0,2016-01-01 +13614,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Active population,41.6,2016-01-01 +13615,European Union (28 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.8,2016-01-01 +13616,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Active population,44.0,2016-01-01 +13617,European Union (28 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),35.5,2016-01-01 +13618,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.0,2016-01-01 +13619,European Union (28 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.0,2016-01-01 +13620,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Active population,177812.0,2016-01-01 +13621,European Union (28 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),163858.0,2016-01-01 +13622,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Active population,95212.0,2016-01-01 +13623,European Union (28 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),88119.0,2016-01-01 +13624,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Active population,82600.0,2016-01-01 +13625,European Union (28 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),75738.0,2016-01-01 +13626,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2016-01-01 +13627,European Union (28 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.8,2016-01-01 +13628,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.4,2016-01-01 +13629,European Union (28 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.6,2016-01-01 +13630,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.6,2016-01-01 +13631,European Union (28 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.0,2016-01-01 +13632,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Active population,38612.0,2016-01-01 +13633,European Union (28 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),36116.0,2016-01-01 +13634,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Active population,21109.0,2016-01-01 +13635,European Union (28 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),19646.0,2016-01-01 +13636,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Active population,17503.0,2016-01-01 +13637,European Union (28 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),16471.0,2016-01-01 +13638,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Active population,59.1,2016-01-01 +13639,European Union (28 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.3,2016-01-01 +13640,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Active population,66.6,2016-01-01 +13641,European Union (28 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),62.0,2016-01-01 +13642,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Active population,52.0,2016-01-01 +13643,European Union (28 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),48.9,2016-01-01 +13644,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Active population,22433.0,2016-01-01 +13645,European Union (27 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),18280.0,2016-01-01 +13646,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Active population,12162.0,2016-01-01 +13647,European Union (27 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),9826.0,2016-01-01 +13648,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Active population,10271.0,2016-01-01 +13649,European Union (27 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8454.0,2016-01-01 +13650,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Active population,41.6,2016-01-01 +13651,European Union (27 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.9,2016-01-01 +13652,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Active population,44.0,2016-01-01 +13653,European Union (27 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),35.6,2016-01-01 +13654,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Active population,39.0,2016-01-01 +13655,European Union (27 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.1,2016-01-01 +13656,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Active population,176435.0,2016-01-01 +13657,European Union (27 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),162641.0,2016-01-01 +13658,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Active population,94492.0,2016-01-01 +13659,European Union (27 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),87475.0,2016-01-01 +13660,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Active population,81942.0,2016-01-01 +13661,European Union (27 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),75167.0,2016-01-01 +13662,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.6,2016-01-01 +13663,European Union (27 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.9,2016-01-01 +13664,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.5,2016-01-01 +13665,European Union (27 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.7,2016-01-01 +13666,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.6,2016-01-01 +13667,European Union (27 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.0,2016-01-01 +13668,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Active population,38359.0,2016-01-01 +13669,European Union (27 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),35887.0,2016-01-01 +13670,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Active population,20962.0,2016-01-01 +13671,European Union (27 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),19515.0,2016-01-01 +13672,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Active population,17397.0,2016-01-01 +13673,European Union (27 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),16372.0,2016-01-01 +13674,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Active population,59.3,2016-01-01 +13675,European Union (27 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.4,2016-01-01 +13676,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Active population,66.8,2016-01-01 +13677,European Union (27 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),62.2,2016-01-01 +13678,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Active population,52.2,2016-01-01 +13679,European Union (27 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.1,2016-01-01 +13680,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Active population,19016.0,2016-01-01 +13681,European Union (15 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),15447.0,2016-01-01 +13682,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Active population,10135.0,2016-01-01 +13683,European Union (15 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),8141.0,2016-01-01 +13684,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Active population,8880.0,2016-01-01 +13685,European Union (15 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),7306.0,2016-01-01 +13686,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Active population,43.9,2016-01-01 +13687,European Union (15 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),35.6,2016-01-01 +13688,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Active population,45.7,2016-01-01 +13689,European Union (15 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),36.7,2016-01-01 +13690,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Active population,42.0,2016-01-01 +13691,European Union (15 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),34.6,2016-01-01 +13692,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Active population,140880.0,2016-01-01 +13693,European Union (15 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),129093.0,2016-01-01 +13694,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Active population,75150.0,2016-01-01 +13695,European Union (15 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),69211.0,2016-01-01 +13696,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Active population,65730.0,2016-01-01 +13697,European Union (15 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),59882.0,2016-01-01 +13698,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.7,2016-01-01 +13699,European Union (15 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.5,2016-01-01 +13700,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.5,2016-01-01 +13701,European Union (15 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.3,2016-01-01 +13702,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.8,2016-01-01 +13703,European Union (15 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),72.7,2016-01-01 +13704,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Active population,31325.0,2016-01-01 +13705,European Union (15 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),29208.0,2016-01-01 +13706,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Active population,17043.0,2016-01-01 +13707,European Union (15 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),15811.0,2016-01-01 +13708,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Active population,14282.0,2016-01-01 +13709,European Union (15 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),13397.0,2016-01-01 +13710,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Active population,61.4,2016-01-01 +13711,European Union (15 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),57.2,2016-01-01 +13712,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Active population,68.4,2016-01-01 +13713,European Union (15 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),63.5,2016-01-01 +13714,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Active population,54.7,2016-01-01 +13715,European Union (15 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),51.3,2016-01-01 +13716,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Active population,14044.0,2016-01-01 +13717,Euro area (19 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),11122.0,2016-01-01 +13718,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Active population,7601.0,2016-01-01 +13719,Euro area (19 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),5984.0,2016-01-01 +13720,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Active population,6443.0,2016-01-01 +13721,Euro area (19 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5139.0,2016-01-01 +13722,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Active population,39.6,2016-01-01 +13723,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.3,2016-01-01 +13724,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Active population,41.8,2016-01-01 +13725,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.9,2016-01-01 +13726,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Active population,37.2,2016-01-01 +13727,Euro area (19 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.7,2016-01-01 +13728,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Active population,118374.0,2016-01-01 +13729,Euro area (19 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),107252.0,2016-01-01 +13730,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Active population,63231.0,2016-01-01 +13731,Euro area (19 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),57625.0,2016-01-01 +13732,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Active population,55143.0,2016-01-01 +13733,Euro area (19 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49627.0,2016-01-01 +13734,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2016-01-01 +13735,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.5,2016-01-01 +13736,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.4,2016-01-01 +13737,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.3,2016-01-01 +13738,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.6,2016-01-01 +13739,Euro area (19 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.7,2016-01-01 +13740,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Active population,26132.0,2016-01-01 +13741,Euro area (19 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),24167.0,2016-01-01 +13742,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Active population,14216.0,2016-01-01 +13743,Euro area (19 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),13081.0,2016-01-01 +13744,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Active population,11916.0,2016-01-01 +13745,Euro area (19 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),11086.0,2016-01-01 +13746,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Active population,59.9,2016-01-01 +13747,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.4,2016-01-01 +13748,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Active population,67.0,2016-01-01 +13749,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),61.6,2016-01-01 +13750,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Active population,53.1,2016-01-01 +13751,Euro area (19 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.4,2016-01-01 +13752,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Active population,13921.0,2016-01-01 +13753,Euro area (18 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),11017.0,2016-01-01 +13754,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Active population,7533.0,2016-01-01 +13755,Euro area (18 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),5926.0,2016-01-01 +13756,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Active population,6389.0,2016-01-01 +13757,Euro area (18 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5091.0,2016-01-01 +13758,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Active population,39.6,2016-01-01 +13759,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.3,2016-01-01 +13760,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Active population,41.9,2016-01-01 +13761,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.9,2016-01-01 +13762,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Active population,37.2,2016-01-01 +13763,Euro area (18 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.7,2016-01-01 +13764,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Active population,117338.0,2016-01-01 +13765,Euro area (18 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),106292.0,2016-01-01 +13766,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Active population,62718.0,2016-01-01 +13767,Euro area (18 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),57155.0,2016-01-01 +13768,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Active population,54620.0,2016-01-01 +13769,Euro area (18 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),49137.0,2016-01-01 +13770,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2016-01-01 +13771,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.4,2016-01-01 +13772,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.4,2016-01-01 +13773,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.3,2016-01-01 +13774,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.5,2016-01-01 +13775,Euro area (18 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.6,2016-01-01 +13776,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Active population,25858.0,2016-01-01 +13777,Euro area (18 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),23915.0,2016-01-01 +13778,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Active population,14089.0,2016-01-01 +13779,Euro area (18 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),12966.0,2016-01-01 +13780,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Active population,11769.0,2016-01-01 +13781,Euro area (18 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),10949.0,2016-01-01 +13782,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Active population,59.8,2016-01-01 +13783,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.3,2016-01-01 +13784,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Active population,66.9,2016-01-01 +13785,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),61.6,2016-01-01 +13786,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Active population,53.0,2016-01-01 +13787,Euro area (18 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.3,2016-01-01 +13788,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Active population,13846.0,2016-01-01 +13789,Euro area (17 countries),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),10955.0,2016-01-01 +13790,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Active population,7491.0,2016-01-01 +13791,Euro area (17 countries),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),5893.0,2016-01-01 +13792,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Active population,6355.0,2016-01-01 +13793,Euro area (17 countries),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),5062.0,2016-01-01 +13794,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Active population,39.6,2016-01-01 +13795,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),31.3,2016-01-01 +13796,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Active population,41.8,2016-01-01 +13797,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.9,2016-01-01 +13798,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Active population,37.2,2016-01-01 +13799,Euro area (17 countries),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),29.7,2016-01-01 +13800,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Active population,116635.0,2016-01-01 +13801,Euro area (17 countries),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),105654.0,2016-01-01 +13802,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Active population,62362.0,2016-01-01 +13803,Euro area (17 countries),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),56833.0,2016-01-01 +13804,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Active population,54273.0,2016-01-01 +13805,Euro area (17 countries),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),48820.0,2016-01-01 +13806,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2016-01-01 +13807,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.4,2016-01-01 +13808,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Active population,91.4,2016-01-01 +13809,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.3,2016-01-01 +13810,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Active population,79.5,2016-01-01 +13811,Euro area (17 countries),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.5,2016-01-01 +13812,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Active population,25679.0,2016-01-01 +13813,Euro area (17 countries),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),23753.0,2016-01-01 +13814,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Active population,14008.0,2016-01-01 +13815,Euro area (17 countries),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),12895.0,2016-01-01 +13816,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Active population,11671.0,2016-01-01 +13817,Euro area (17 countries),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),10858.0,2016-01-01 +13818,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Active population,59.7,2016-01-01 +13819,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),55.2,2016-01-01 +13820,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Active population,66.9,2016-01-01 +13821,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),61.6,2016-01-01 +13822,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Active population,52.9,2016-01-01 +13823,Euro area (17 countries),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.2,2016-01-01 +13824,Belgium,From 15 to 24 years,Thousand persons,Total,Active population,372.0,2016-01-01 +13825,Belgium,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),297.0,2016-01-01 +13826,Belgium,From 15 to 24 years,Thousand persons,Males,Active population,204.0,2016-01-01 +13827,Belgium,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),159.0,2016-01-01 +13828,Belgium,From 15 to 24 years,Thousand persons,Females,Active population,168.0,2016-01-01 +13829,Belgium,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),138.0,2016-01-01 +13830,Belgium,From 15 to 24 years,Percentage of total population,Total,Active population,28.5,2016-01-01 +13831,Belgium,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),22.7,2016-01-01 +13832,Belgium,From 15 to 24 years,Percentage of total population,Males,Active population,30.7,2016-01-01 +13833,Belgium,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.0,2016-01-01 +13834,Belgium,From 15 to 24 years,Percentage of total population,Females,Active population,26.2,2016-01-01 +13835,Belgium,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),21.4,2016-01-01 +13836,Belgium,From 25 to 54 years,Thousand persons,Total,Active population,3860.0,2016-01-01 +13837,Belgium,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3586.0,2016-01-01 +13838,Belgium,From 25 to 54 years,Thousand persons,Males,Active population,2060.0,2016-01-01 +13839,Belgium,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1910.0,2016-01-01 +13840,Belgium,From 25 to 54 years,Thousand persons,Females,Active population,1800.0,2016-01-01 +13841,Belgium,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1676.0,2016-01-01 +13842,Belgium,From 25 to 54 years,Percentage of total population,Total,Active population,85.1,2016-01-01 +13843,Belgium,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.1,2016-01-01 +13844,Belgium,From 25 to 54 years,Percentage of total population,Males,Active population,90.4,2016-01-01 +13845,Belgium,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.8,2016-01-01 +13846,Belgium,From 25 to 54 years,Percentage of total population,Females,Active population,79.8,2016-01-01 +13847,Belgium,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.3,2016-01-01 +13848,Belgium,From 55 to 64 years,Thousand persons,Total,Active population,697.0,2016-01-01 +13849,Belgium,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),658.0,2016-01-01 +13850,Belgium,From 55 to 64 years,Thousand persons,Males,Active population,385.0,2016-01-01 +13851,Belgium,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),364.0,2016-01-01 +13852,Belgium,From 55 to 64 years,Thousand persons,Females,Active population,312.0,2016-01-01 +13853,Belgium,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),294.0,2016-01-01 +13854,Belgium,From 55 to 64 years,Percentage of total population,Total,Active population,48.1,2016-01-01 +13855,Belgium,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.4,2016-01-01 +13856,Belgium,From 55 to 64 years,Percentage of total population,Males,Active population,53.6,2016-01-01 +13857,Belgium,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.7,2016-01-01 +13858,Belgium,From 55 to 64 years,Percentage of total population,Females,Active population,42.8,2016-01-01 +13859,Belgium,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),40.2,2016-01-01 +13860,Bulgaria,From 15 to 24 years,Thousand persons,Total,Active population,161.0,2016-01-01 +13861,Bulgaria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),133.0,2016-01-01 +13862,Bulgaria,From 15 to 24 years,Thousand persons,Males,Active population,97.0,2016-01-01 +13863,Bulgaria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),80.0,2016-01-01 +13864,Bulgaria,From 15 to 24 years,Thousand persons,Females,Active population,64.0,2016-01-01 +13865,Bulgaria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),53.0,2016-01-01 +13866,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Active population,23.9,2016-01-01 +13867,Bulgaria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),19.8,2016-01-01 +13868,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Active population,28.0,2016-01-01 +13869,Bulgaria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),23.1,2016-01-01 +13870,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Active population,19.6,2016-01-01 +13871,Bulgaria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),16.3,2016-01-01 +13872,Bulgaria,From 25 to 54 years,Thousand persons,Total,Active population,2460.0,2016-01-01 +13873,Bulgaria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2284.0,2016-01-01 +13874,Bulgaria,From 25 to 54 years,Thousand persons,Males,Active population,1316.0,2016-01-01 +13875,Bulgaria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1216.0,2016-01-01 +13876,Bulgaria,From 25 to 54 years,Thousand persons,Females,Active population,1144.0,2016-01-01 +13877,Bulgaria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1068.0,2016-01-01 +13878,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Active population,82.0,2016-01-01 +13879,Bulgaria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.2,2016-01-01 +13880,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Active population,85.7,2016-01-01 +13881,Bulgaria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),79.2,2016-01-01 +13882,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Active population,78.2,2016-01-01 +13883,Bulgaria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.0,2016-01-01 +13884,Bulgaria,From 55 to 64 years,Thousand persons,Total,Active population,579.0,2016-01-01 +13885,Bulgaria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),537.0,2016-01-01 +13886,Bulgaria,From 55 to 64 years,Thousand persons,Males,Active population,297.0,2016-01-01 +13887,Bulgaria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),273.0,2016-01-01 +13888,Bulgaria,From 55 to 64 years,Thousand persons,Females,Active population,282.0,2016-01-01 +13889,Bulgaria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),263.0,2016-01-01 +13890,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Active population,58.8,2016-01-01 +13891,Bulgaria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),54.5,2016-01-01 +13892,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Active population,63.4,2016-01-01 +13893,Bulgaria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.3,2016-01-01 +13894,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Active population,54.6,2016-01-01 +13895,Bulgaria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),51.0,2016-01-01 +13896,Czech Republic,From 15 to 24 years,Thousand persons,Total,Active population,330.0,2016-01-01 +13897,Czech Republic,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),295.0,2016-01-01 +13898,Czech Republic,From 15 to 24 years,Thousand persons,Males,Active population,198.0,2016-01-01 +13899,Czech Republic,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),178.0,2016-01-01 +13900,Czech Republic,From 15 to 24 years,Thousand persons,Females,Active population,132.0,2016-01-01 +13901,Czech Republic,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),117.0,2016-01-01 +13902,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Active population,32.0,2016-01-01 +13903,Czech Republic,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.6,2016-01-01 +13904,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Active population,37.5,2016-01-01 +13905,Czech Republic,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),33.8,2016-01-01 +13906,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Active population,26.2,2016-01-01 +13907,Czech Republic,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.2,2016-01-01 +13908,Czech Republic,From 25 to 54 years,Thousand persons,Total,Active population,4070.0,2016-01-01 +13909,Czech Republic,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3926.0,2016-01-01 +13910,Czech Republic,From 25 to 54 years,Thousand persons,Males,Active population,2238.0,2016-01-01 +13911,Czech Republic,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2175.0,2016-01-01 +13912,Czech Republic,From 25 to 54 years,Thousand persons,Females,Active population,1832.0,2016-01-01 +13913,Czech Republic,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1751.0,2016-01-01 +13914,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Active population,88.9,2016-01-01 +13915,Czech Republic,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),85.7,2016-01-01 +13916,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Active population,95.4,2016-01-01 +13917,Czech Republic,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),92.7,2016-01-01 +13918,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Active population,82.1,2016-01-01 +13919,Czech Republic,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.4,2016-01-01 +13920,Czech Republic,From 55 to 64 years,Thousand persons,Total,Active population,827.0,2016-01-01 +13921,Czech Republic,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),795.0,2016-01-01 +13922,Czech Republic,From 55 to 64 years,Thousand persons,Males,Active population,470.0,2016-01-01 +13923,Czech Republic,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),452.0,2016-01-01 +13924,Czech Republic,From 55 to 64 years,Thousand persons,Females,Active population,357.0,2016-01-01 +13925,Czech Republic,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),343.0,2016-01-01 +13926,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Active population,60.8,2016-01-01 +13927,Czech Republic,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),58.5,2016-01-01 +13928,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Active population,70.9,2016-01-01 +13929,Czech Republic,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),68.2,2016-01-01 +13930,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Active population,51.2,2016-01-01 +13931,Czech Republic,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.3,2016-01-01 +13932,Denmark,From 15 to 24 years,Thousand persons,Total,Active population,482.0,2016-01-01 +13933,Denmark,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),424.0,2016-01-01 +13934,Denmark,From 15 to 24 years,Thousand persons,Males,Active population,242.0,2016-01-01 +13935,Denmark,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),210.0,2016-01-01 +13936,Denmark,From 15 to 24 years,Thousand persons,Females,Active population,240.0,2016-01-01 +13937,Denmark,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),214.0,2016-01-01 +13938,Denmark,From 15 to 24 years,Percentage of total population,Total,Active population,66.2,2016-01-01 +13939,Denmark,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),58.2,2016-01-01 +13940,Denmark,From 15 to 24 years,Percentage of total population,Males,Active population,65.0,2016-01-01 +13941,Denmark,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),56.5,2016-01-01 +13942,Denmark,From 15 to 24 years,Percentage of total population,Females,Active population,67.3,2016-01-01 +13943,Denmark,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),60.0,2016-01-01 +13944,Denmark,From 25 to 54 years,Thousand persons,Total,Active population,1958.0,2016-01-01 +13945,Denmark,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1850.0,2016-01-01 +13946,Denmark,From 25 to 54 years,Thousand persons,Males,Active population,1029.0,2016-01-01 +13947,Denmark,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),980.0,2016-01-01 +13948,Denmark,From 25 to 54 years,Thousand persons,Females,Active population,929.0,2016-01-01 +13949,Denmark,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),870.0,2016-01-01 +13950,Denmark,From 25 to 54 years,Percentage of total population,Total,Active population,87.4,2016-01-01 +13951,Denmark,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.5,2016-01-01 +13952,Denmark,From 25 to 54 years,Percentage of total population,Males,Active population,90.8,2016-01-01 +13953,Denmark,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.4,2016-01-01 +13954,Denmark,From 25 to 54 years,Percentage of total population,Females,Active population,83.8,2016-01-01 +13955,Denmark,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.5,2016-01-01 +13956,Denmark,From 55 to 64 years,Thousand persons,Total,Active population,494.0,2016-01-01 +13957,Denmark,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),474.0,2016-01-01 +13958,Denmark,From 55 to 64 years,Thousand persons,Males,Active population,261.0,2016-01-01 +13959,Denmark,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),250.0,2016-01-01 +13960,Denmark,From 55 to 64 years,Thousand persons,Females,Active population,233.0,2016-01-01 +13961,Denmark,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),224.0,2016-01-01 +13962,Denmark,From 55 to 64 years,Percentage of total population,Total,Active population,70.6,2016-01-01 +13963,Denmark,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),67.8,2016-01-01 +13964,Denmark,From 55 to 64 years,Percentage of total population,Males,Active population,74.9,2016-01-01 +13965,Denmark,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),71.9,2016-01-01 +13966,Denmark,From 55 to 64 years,Percentage of total population,Females,Active population,66.4,2016-01-01 +13967,Denmark,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),63.6,2016-01-01 +13968,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Active population,4191.0,2016-01-01 +13969,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3896.0,2016-01-01 +13970,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Active population,2261.0,2016-01-01 +13971,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2085.0,2016-01-01 +13972,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Active population,1930.0,2016-01-01 +13973,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1812.0,2016-01-01 +13974,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Active population,49.3,2016-01-01 +13975,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.8,2016-01-01 +13976,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Active population,51.0,2016-01-01 +13977,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.0,2016-01-01 +13978,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Active population,47.4,2016-01-01 +13979,Germany (until 1990 former territory of the FRG),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),44.5,2016-01-01 +13980,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Active population,29667.0,2016-01-01 +13981,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),28514.0,2016-01-01 +13982,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Active population,15822.0,2016-01-01 +13983,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),15159.0,2016-01-01 +13984,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Active population,13845.0,2016-01-01 +13985,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),13355.0,2016-01-01 +13986,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Active population,87.4,2016-01-01 +13987,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.0,2016-01-01 +13988,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Active population,92.0,2016-01-01 +13989,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.1,2016-01-01 +13990,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Active population,82.7,2016-01-01 +13991,Germany (until 1990 former territory of the FRG),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.8,2016-01-01 +13992,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Active population,8161.0,2016-01-01 +13993,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),7845.0,2016-01-01 +13994,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Active population,4336.0,2016-01-01 +13995,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),4158.0,2016-01-01 +13996,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Active population,3825.0,2016-01-01 +13997,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),3687.0,2016-01-01 +13998,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Active population,71.3,2016-01-01 +13999,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),68.6,2016-01-01 +14000,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Active population,76.9,2016-01-01 +14001,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),73.7,2016-01-01 +14002,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Active population,65.9,2016-01-01 +14003,Germany (until 1990 former territory of the FRG),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),63.6,2016-01-01 +14004,Estonia,From 15 to 24 years,Thousand persons,Total,Active population,57.0,2016-01-01 +14005,Estonia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),49.0,2016-01-01 +14006,Estonia,From 15 to 24 years,Thousand persons,Males,Active population,31.0,2016-01-01 +14007,Estonia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),26.0,2016-01-01 +14008,Estonia,From 15 to 24 years,Thousand persons,Females,Active population,26.0,2016-01-01 +14009,Estonia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),24.0,2016-01-01 +14010,Estonia,From 15 to 24 years,Percentage of total population,Total,Active population,43.3,2016-01-01 +14011,Estonia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),37.5,2016-01-01 +14012,Estonia,From 15 to 24 years,Percentage of total population,Males,Active population,46.1,2016-01-01 +14013,Estonia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),38.8,2016-01-01 +14014,Estonia,From 15 to 24 years,Percentage of total population,Females,Active population,40.4,2016-01-01 +14015,Estonia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),36.1,2016-01-01 +14016,Estonia,From 25 to 54 years,Thousand persons,Total,Active population,479.0,2016-01-01 +14017,Estonia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),451.0,2016-01-01 +14018,Estonia,From 25 to 54 years,Thousand persons,Males,Active population,258.0,2016-01-01 +14019,Estonia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),242.0,2016-01-01 +14020,Estonia,From 25 to 54 years,Thousand persons,Females,Active population,221.0,2016-01-01 +14021,Estonia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),208.0,2016-01-01 +14022,Estonia,From 25 to 54 years,Percentage of total population,Total,Active population,87.8,2016-01-01 +14023,Estonia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.6,2016-01-01 +14024,Estonia,From 25 to 54 years,Percentage of total population,Males,Active population,93.7,2016-01-01 +14025,Estonia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),87.9,2016-01-01 +14026,Estonia,From 25 to 54 years,Percentage of total population,Females,Active population,81.8,2016-01-01 +14027,Estonia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),77.2,2016-01-01 +14028,Estonia,From 55 to 64 years,Thousand persons,Total,Active population,122.0,2016-01-01 +14029,Estonia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),112.0,2016-01-01 +14030,Estonia,From 55 to 64 years,Thousand persons,Males,Active population,54.0,2016-01-01 +14031,Estonia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),49.0,2016-01-01 +14032,Estonia,From 55 to 64 years,Thousand persons,Females,Active population,68.0,2016-01-01 +14033,Estonia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),63.0,2016-01-01 +14034,Estonia,From 55 to 64 years,Percentage of total population,Total,Active population,71.0,2016-01-01 +14035,Estonia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),65.2,2016-01-01 +14036,Estonia,From 55 to 64 years,Percentage of total population,Males,Active population,70.4,2016-01-01 +14037,Estonia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),63.7,2016-01-01 +14038,Estonia,From 55 to 64 years,Percentage of total population,Females,Active population,71.4,2016-01-01 +14039,Estonia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),66.5,2016-01-01 +14040,Ireland,From 15 to 24 years,Thousand persons,Total,Active population,202.0,2016-01-01 +14041,Ireland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),167.0,2016-01-01 +14042,Ireland,From 15 to 24 years,Thousand persons,Males,Active population,108.0,2016-01-01 +14043,Ireland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),87.0,2016-01-01 +14044,Ireland,From 15 to 24 years,Thousand persons,Females,Active population,94.0,2016-01-01 +14045,Ireland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),80.0,2016-01-01 +14046,Ireland,From 15 to 24 years,Percentage of total population,Total,Active population,38.8,2016-01-01 +14047,Ireland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.1,2016-01-01 +14048,Ireland,From 15 to 24 years,Percentage of total population,Males,Active population,40.2,2016-01-01 +14049,Ireland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.4,2016-01-01 +14050,Ireland,From 15 to 24 years,Percentage of total population,Females,Active population,37.3,2016-01-01 +14051,Ireland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.8,2016-01-01 +14052,Ireland,From 25 to 54 years,Thousand persons,Total,Active population,1617.0,2016-01-01 +14053,Ireland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1499.0,2016-01-01 +14054,Ireland,From 25 to 54 years,Thousand persons,Males,Active population,871.0,2016-01-01 +14055,Ireland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),798.0,2016-01-01 +14056,Ireland,From 25 to 54 years,Thousand persons,Females,Active population,746.0,2016-01-01 +14057,Ireland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),701.0,2016-01-01 +14058,Ireland,From 25 to 54 years,Percentage of total population,Total,Active population,81.2,2016-01-01 +14059,Ireland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.3,2016-01-01 +14060,Ireland,From 25 to 54 years,Percentage of total population,Males,Active population,89.3,2016-01-01 +14061,Ireland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.8,2016-01-01 +14062,Ireland,From 25 to 54 years,Percentage of total population,Females,Active population,73.4,2016-01-01 +14063,Ireland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),69.0,2016-01-01 +14064,Ireland,From 55 to 64 years,Thousand persons,Total,Active population,307.0,2016-01-01 +14065,Ireland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),288.0,2016-01-01 +14066,Ireland,From 55 to 64 years,Thousand persons,Males,Active population,177.0,2016-01-01 +14067,Ireland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),163.0,2016-01-01 +14068,Ireland,From 55 to 64 years,Thousand persons,Females,Active population,130.0,2016-01-01 +14069,Ireland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),124.0,2016-01-01 +14070,Ireland,From 55 to 64 years,Percentage of total population,Total,Active population,61.0,2016-01-01 +14071,Ireland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),57.2,2016-01-01 +14072,Ireland,From 55 to 64 years,Percentage of total population,Males,Active population,71.1,2016-01-01 +14073,Ireland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),65.7,2016-01-01 +14074,Ireland,From 55 to 64 years,Percentage of total population,Females,Active population,51.1,2016-01-01 +14075,Ireland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),48.9,2016-01-01 +14076,Greece,From 15 to 24 years,Thousand persons,Total,Active population,262.0,2016-01-01 +14077,Greece,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),138.0,2016-01-01 +14078,Greece,From 15 to 24 years,Thousand persons,Males,Active population,140.0,2016-01-01 +14079,Greece,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),78.0,2016-01-01 +14080,Greece,From 15 to 24 years,Thousand persons,Females,Active population,122.0,2016-01-01 +14081,Greece,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),60.0,2016-01-01 +14082,Greece,From 15 to 24 years,Percentage of total population,Total,Active population,24.6,2016-01-01 +14083,Greece,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),13.0,2016-01-01 +14084,Greece,From 15 to 24 years,Percentage of total population,Males,Active population,26.4,2016-01-01 +14085,Greece,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),14.7,2016-01-01 +14086,Greece,From 15 to 24 years,Percentage of total population,Females,Active population,22.9,2016-01-01 +14087,Greece,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),11.3,2016-01-01 +14088,Greece,From 25 to 54 years,Thousand persons,Total,Active population,3862.0,2016-01-01 +14089,Greece,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),2980.0,2016-01-01 +14090,Greece,From 25 to 54 years,Thousand persons,Males,Active population,2104.0,2016-01-01 +14091,Greece,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1716.0,2016-01-01 +14092,Greece,From 25 to 54 years,Thousand persons,Females,Active population,1758.0,2016-01-01 +14093,Greece,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1265.0,2016-01-01 +14094,Greece,From 25 to 54 years,Percentage of total population,Total,Active population,85.5,2016-01-01 +14095,Greece,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),66.0,2016-01-01 +14096,Greece,From 25 to 54 years,Percentage of total population,Males,Active population,93.2,2016-01-01 +14097,Greece,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),76.0,2016-01-01 +14098,Greece,From 25 to 54 years,Percentage of total population,Females,Active population,77.7,2016-01-01 +14099,Greece,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),55.9,2016-01-01 +14100,Greece,From 55 to 64 years,Thousand persons,Total,Active population,609.0,2016-01-01 +14101,Greece,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),492.0,2016-01-01 +14102,Greece,From 55 to 64 years,Thousand persons,Males,Active population,370.0,2016-01-01 +14103,Greece,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),298.0,2016-01-01 +14104,Greece,From 55 to 64 years,Thousand persons,Females,Active population,239.0,2016-01-01 +14105,Greece,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),194.0,2016-01-01 +14106,Greece,From 55 to 64 years,Percentage of total population,Total,Active population,44.9,2016-01-01 +14107,Greece,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),36.3,2016-01-01 +14108,Greece,From 55 to 64 years,Percentage of total population,Males,Active population,57.3,2016-01-01 +14109,Greece,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.2,2016-01-01 +14110,Greece,From 55 to 64 years,Percentage of total population,Females,Active population,33.6,2016-01-01 +14111,Greece,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.2,2016-01-01 +14112,Spain,From 15 to 24 years,Thousand persons,Total,Active population,1476.0,2016-01-01 +14113,Spain,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),820.0,2016-01-01 +14114,Spain,From 15 to 24 years,Thousand persons,Males,Active population,795.0,2016-01-01 +14115,Spain,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),445.0,2016-01-01 +14116,Spain,From 15 to 24 years,Thousand persons,Females,Active population,681.0,2016-01-01 +14117,Spain,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),375.0,2016-01-01 +14118,Spain,From 15 to 24 years,Percentage of total population,Total,Active population,33.0,2016-01-01 +14119,Spain,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),18.4,2016-01-01 +14120,Spain,From 15 to 24 years,Percentage of total population,Males,Active population,34.7,2016-01-01 +14121,Spain,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),19.4,2016-01-01 +14122,Spain,From 15 to 24 years,Percentage of total population,Females,Active population,31.3,2016-01-01 +14123,Spain,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.2,2016-01-01 +14124,Spain,From 25 to 54 years,Thousand persons,Total,Active population,17816.0,2016-01-01 +14125,Spain,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),14571.0,2016-01-01 +14126,Spain,From 25 to 54 years,Thousand persons,Males,Active population,9462.0,2016-01-01 +14127,Spain,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),7916.0,2016-01-01 +14128,Spain,From 25 to 54 years,Thousand persons,Females,Active population,8354.0,2016-01-01 +14129,Spain,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),6655.0,2016-01-01 +14130,Spain,From 25 to 54 years,Percentage of total population,Total,Active population,87.4,2016-01-01 +14131,Spain,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),71.5,2016-01-01 +14132,Spain,From 25 to 54 years,Percentage of total population,Males,Active population,92.5,2016-01-01 +14133,Spain,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),77.4,2016-01-01 +14134,Spain,From 25 to 54 years,Percentage of total population,Females,Active population,82.3,2016-01-01 +14135,Spain,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),65.6,2016-01-01 +14136,Spain,From 55 to 64 years,Thousand persons,Total,Active population,3364.0,2016-01-01 +14137,Spain,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2791.0,2016-01-01 +14138,Spain,From 55 to 64 years,Thousand persons,Males,Active population,1863.0,2016-01-01 +14139,Spain,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1549.0,2016-01-01 +14140,Spain,From 55 to 64 years,Thousand persons,Females,Active population,1501.0,2016-01-01 +14141,Spain,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1242.0,2016-01-01 +14142,Spain,From 55 to 64 years,Percentage of total population,Total,Active population,59.2,2016-01-01 +14143,Spain,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),49.1,2016-01-01 +14144,Spain,From 55 to 64 years,Percentage of total population,Males,Active population,67.0,2016-01-01 +14145,Spain,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.7,2016-01-01 +14146,Spain,From 55 to 64 years,Percentage of total population,Females,Active population,51.7,2016-01-01 +14147,Spain,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),42.8,2016-01-01 +14148,France,From 15 to 24 years,Thousand persons,Total,Active population,2765.0,2016-01-01 +14149,France,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),2085.0,2016-01-01 +14150,France,From 15 to 24 years,Thousand persons,Males,Active population,1502.0,2016-01-01 +14151,France,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1126.0,2016-01-01 +14152,France,From 15 to 24 years,Thousand persons,Females,Active population,1263.0,2016-01-01 +14153,France,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),959.0,2016-01-01 +14154,France,From 15 to 24 years,Percentage of total population,Total,Active population,36.9,2016-01-01 +14155,France,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),27.8,2016-01-01 +14156,France,From 15 to 24 years,Percentage of total population,Males,Active population,39.8,2016-01-01 +14157,France,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),29.8,2016-01-01 +14158,France,From 15 to 24 years,Percentage of total population,Females,Active population,34.0,2016-01-01 +14159,France,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.8,2016-01-01 +14160,France,From 25 to 54 years,Thousand persons,Total,Active population,22029.0,2016-01-01 +14161,France,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20066.0,2016-01-01 +14162,France,From 25 to 54 years,Thousand persons,Males,Active population,11410.0,2016-01-01 +14163,France,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10400.0,2016-01-01 +14164,France,From 25 to 54 years,Thousand persons,Females,Active population,10619.0,2016-01-01 +14165,France,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9665.0,2016-01-01 +14166,France,From 25 to 54 years,Percentage of total population,Total,Active population,87.5,2016-01-01 +14167,France,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.7,2016-01-01 +14168,France,From 25 to 54 years,Percentage of total population,Males,Active population,92.4,2016-01-01 +14169,France,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.2,2016-01-01 +14170,France,From 25 to 54 years,Percentage of total population,Females,Active population,82.7,2016-01-01 +14171,France,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.3,2016-01-01 +14172,France,From 55 to 64 years,Thousand persons,Total,Active population,4410.0,2016-01-01 +14173,France,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),4092.0,2016-01-01 +14174,France,From 55 to 64 years,Thousand persons,Males,Active population,2215.0,2016-01-01 +14175,France,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2036.0,2016-01-01 +14176,France,From 55 to 64 years,Thousand persons,Females,Active population,2195.0,2016-01-01 +14177,France,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),2057.0,2016-01-01 +14178,France,From 55 to 64 years,Percentage of total population,Total,Active population,53.7,2016-01-01 +14179,France,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),49.8,2016-01-01 +14180,France,From 55 to 64 years,Percentage of total population,Males,Active population,56.1,2016-01-01 +14181,France,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),51.6,2016-01-01 +14182,France,From 55 to 64 years,Percentage of total population,Females,Active population,51.4,2016-01-01 +14183,France,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),48.1,2016-01-01 +14184,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Active population,2697.0,2016-01-01 +14185,France (metropolitan),From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),2047.0,2016-01-01 +14186,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Active population,1464.0,2016-01-01 +14187,France (metropolitan),From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1104.0,2016-01-01 +14188,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Active population,1233.0,2016-01-01 +14189,France (metropolitan),From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),943.0,2016-01-01 +14190,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Active population,37.2,2016-01-01 +14191,France (metropolitan),From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.2,2016-01-01 +14192,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Active population,40.0,2016-01-01 +14193,France (metropolitan),From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),30.2,2016-01-01 +14194,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Active population,34.3,2016-01-01 +14195,France (metropolitan),From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.2,2016-01-01 +14196,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Active population,21481.0,2016-01-01 +14197,France (metropolitan),From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),19634.0,2016-01-01 +14198,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Active population,11140.0,2016-01-01 +14199,France (metropolitan),From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),10184.0,2016-01-01 +14200,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Active population,10340.0,2016-01-01 +14201,France (metropolitan),From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),9449.0,2016-01-01 +14202,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Active population,87.8,2016-01-01 +14203,France (metropolitan),From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.3,2016-01-01 +14204,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Active population,92.7,2016-01-01 +14205,France (metropolitan),From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.7,2016-01-01 +14206,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Active population,83.1,2016-01-01 +14207,France (metropolitan),From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),75.9,2016-01-01 +14208,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Active population,4290.0,2016-01-01 +14209,France (metropolitan),From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),3987.0,2016-01-01 +14210,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Active population,2152.0,2016-01-01 +14211,France (metropolitan),From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1982.0,2016-01-01 +14212,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Active population,2137.0,2016-01-01 +14213,France (metropolitan),From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),2005.0,2016-01-01 +14214,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Active population,53.7,2016-01-01 +14215,France (metropolitan),From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),49.9,2016-01-01 +14216,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Active population,56.0,2016-01-01 +14217,France (metropolitan),From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),51.6,2016-01-01 +14218,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Active population,51.5,2016-01-01 +14219,France (metropolitan),From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),48.3,2016-01-01 +14220,Croatia,From 15 to 24 years,Thousand persons,Total,Active population,176.0,2016-01-01 +14221,Croatia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),121.0,2016-01-01 +14222,Croatia,From 15 to 24 years,Thousand persons,Males,Active population,102.0,2016-01-01 +14223,Croatia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),70.0,2016-01-01 +14224,Croatia,From 15 to 24 years,Thousand persons,Females,Active population,75.0,2016-01-01 +14225,Croatia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),51.0,2016-01-01 +14226,Croatia,From 15 to 24 years,Percentage of total population,Total,Active population,37.2,2016-01-01 +14227,Croatia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.6,2016-01-01 +14228,Croatia,From 15 to 24 years,Percentage of total population,Males,Active population,41.9,2016-01-01 +14229,Croatia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),28.8,2016-01-01 +14230,Croatia,From 15 to 24 years,Percentage of total population,Females,Active population,32.3,2016-01-01 +14231,Croatia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),22.2,2016-01-01 +14232,Croatia,From 25 to 54 years,Thousand persons,Total,Active population,1377.0,2016-01-01 +14233,Croatia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1216.0,2016-01-01 +14234,Croatia,From 25 to 54 years,Thousand persons,Males,Active population,719.0,2016-01-01 +14235,Croatia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),645.0,2016-01-01 +14236,Croatia,From 25 to 54 years,Thousand persons,Females,Active population,657.0,2016-01-01 +14237,Croatia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),572.0,2016-01-01 +14238,Croatia,From 25 to 54 years,Percentage of total population,Total,Active population,82.0,2016-01-01 +14239,Croatia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),72.4,2016-01-01 +14240,Croatia,From 25 to 54 years,Percentage of total population,Males,Active population,85.2,2016-01-01 +14241,Croatia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),76.3,2016-01-01 +14242,Croatia,From 25 to 54 years,Percentage of total population,Females,Active population,78.8,2016-01-01 +14243,Croatia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),68.5,2016-01-01 +14244,Croatia,From 55 to 64 years,Thousand persons,Total,Active population,253.0,2016-01-01 +14245,Croatia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),229.0,2016-01-01 +14246,Croatia,From 55 to 64 years,Thousand persons,Males,Active population,147.0,2016-01-01 +14247,Croatia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),131.0,2016-01-01 +14248,Croatia,From 55 to 64 years,Thousand persons,Females,Active population,106.0,2016-01-01 +14249,Croatia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),98.0,2016-01-01 +14250,Croatia,From 55 to 64 years,Percentage of total population,Total,Active population,42.2,2016-01-01 +14251,Croatia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.1,2016-01-01 +14252,Croatia,From 55 to 64 years,Percentage of total population,Males,Active population,50.7,2016-01-01 +14253,Croatia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),45.1,2016-01-01 +14254,Croatia,From 55 to 64 years,Percentage of total population,Females,Active population,34.2,2016-01-01 +14255,Croatia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.6,2016-01-01 +14256,Italy,From 15 to 24 years,Thousand persons,Total,Active population,1571.0,2016-01-01 +14257,Italy,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),977.0,2016-01-01 +14258,Italy,From 15 to 24 years,Thousand persons,Males,Active population,920.0,2016-01-01 +14259,Italy,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),584.0,2016-01-01 +14260,Italy,From 15 to 24 years,Thousand persons,Females,Active population,651.0,2016-01-01 +14261,Italy,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),393.0,2016-01-01 +14262,Italy,From 15 to 24 years,Percentage of total population,Total,Active population,26.6,2016-01-01 +14263,Italy,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),16.6,2016-01-01 +14264,Italy,From 15 to 24 years,Percentage of total population,Males,Active population,30.2,2016-01-01 +14265,Italy,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),19.2,2016-01-01 +14266,Italy,From 15 to 24 years,Percentage of total population,Females,Active population,22.8,2016-01-01 +14267,Italy,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),13.7,2016-01-01 +14268,Italy,From 25 to 54 years,Thousand persons,Total,Active population,19539.0,2016-01-01 +14269,Italy,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),17368.0,2016-01-01 +14270,Italy,From 25 to 54 years,Thousand persons,Males,Active population,11080.0,2016-01-01 +14271,Italy,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),9962.0,2016-01-01 +14272,Italy,From 25 to 54 years,Thousand persons,Females,Active population,8460.0,2016-01-01 +14273,Italy,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),7406.0,2016-01-01 +14274,Italy,From 25 to 54 years,Percentage of total population,Total,Active population,77.5,2016-01-01 +14275,Italy,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),68.8,2016-01-01 +14276,Italy,From 25 to 54 years,Percentage of total population,Males,Active population,88.2,2016-01-01 +14277,Italy,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),79.3,2016-01-01 +14278,Italy,From 25 to 54 years,Percentage of total population,Females,Active population,66.8,2016-01-01 +14279,Italy,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),58.5,2016-01-01 +14280,Italy,From 55 to 64 years,Thousand persons,Total,Active population,4133.0,2016-01-01 +14281,Italy,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),3896.0,2016-01-01 +14282,Italy,From 55 to 64 years,Thousand persons,Males,Active population,2465.0,2016-01-01 +14283,Italy,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2307.0,2016-01-01 +14284,Italy,From 55 to 64 years,Thousand persons,Females,Active population,1668.0,2016-01-01 +14285,Italy,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1589.0,2016-01-01 +14286,Italy,From 55 to 64 years,Percentage of total population,Total,Active population,53.4,2016-01-01 +14287,Italy,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.3,2016-01-01 +14288,Italy,From 55 to 64 years,Percentage of total population,Males,Active population,65.9,2016-01-01 +14289,Italy,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),61.7,2016-01-01 +14290,Italy,From 55 to 64 years,Percentage of total population,Females,Active population,41.7,2016-01-01 +14291,Italy,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),39.7,2016-01-01 +14292,Cyprus,From 15 to 24 years,Thousand persons,Total,Active population,37.0,2016-01-01 +14293,Cyprus,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),26.0,2016-01-01 +14294,Cyprus,From 15 to 24 years,Thousand persons,Males,Active population,17.0,2016-01-01 +14295,Cyprus,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),13.0,2016-01-01 +14296,Cyprus,From 15 to 24 years,Thousand persons,Females,Active population,20.0,2016-01-01 +14297,Cyprus,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),14.0,2016-01-01 +14298,Cyprus,From 15 to 24 years,Percentage of total population,Total,Active population,36.8,2016-01-01 +14299,Cyprus,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),26.1,2016-01-01 +14300,Cyprus,From 15 to 24 years,Percentage of total population,Males,Active population,35.7,2016-01-01 +14301,Cyprus,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),26.5,2016-01-01 +14302,Cyprus,From 15 to 24 years,Percentage of total population,Females,Active population,37.8,2016-01-01 +14303,Cyprus,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.7,2016-01-01 +14304,Cyprus,From 25 to 54 years,Thousand persons,Total,Active population,320.0,2016-01-01 +14305,Cyprus,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),283.0,2016-01-01 +14306,Cyprus,From 25 to 54 years,Thousand persons,Males,Active population,161.0,2016-01-01 +14307,Cyprus,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),143.0,2016-01-01 +14308,Cyprus,From 25 to 54 years,Thousand persons,Females,Active population,159.0,2016-01-01 +14309,Cyprus,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),140.0,2016-01-01 +14310,Cyprus,From 25 to 54 years,Percentage of total population,Total,Active population,86.7,2016-01-01 +14311,Cyprus,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),76.6,2016-01-01 +14312,Cyprus,From 25 to 54 years,Percentage of total population,Males,Active population,92.3,2016-01-01 +14313,Cyprus,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.8,2016-01-01 +14314,Cyprus,From 25 to 54 years,Percentage of total population,Females,Active population,81.8,2016-01-01 +14315,Cyprus,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),71.9,2016-01-01 +14316,Cyprus,From 55 to 64 years,Thousand persons,Total,Active population,56.0,2016-01-01 +14317,Cyprus,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),50.0,2016-01-01 +14318,Cyprus,From 55 to 64 years,Thousand persons,Males,Active population,33.0,2016-01-01 +14319,Cyprus,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),29.0,2016-01-01 +14320,Cyprus,From 55 to 64 years,Thousand persons,Females,Active population,23.0,2016-01-01 +14321,Cyprus,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),21.0,2016-01-01 +14322,Cyprus,From 55 to 64 years,Percentage of total population,Total,Active population,58.8,2016-01-01 +14323,Cyprus,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),52.0,2016-01-01 +14324,Cyprus,From 55 to 64 years,Percentage of total population,Males,Active population,70.3,2016-01-01 +14325,Cyprus,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),60.9,2016-01-01 +14326,Cyprus,From 55 to 64 years,Percentage of total population,Females,Active population,47.4,2016-01-01 +14327,Cyprus,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.3,2016-01-01 +14328,Latvia,From 15 to 24 years,Thousand persons,Total,Active population,75.0,2016-01-01 +14329,Latvia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),62.0,2016-01-01 +14330,Latvia,From 15 to 24 years,Thousand persons,Males,Active population,42.0,2016-01-01 +14331,Latvia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),33.0,2016-01-01 +14332,Latvia,From 15 to 24 years,Thousand persons,Females,Active population,33.0,2016-01-01 +14333,Latvia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),29.0,2016-01-01 +14334,Latvia,From 15 to 24 years,Percentage of total population,Total,Active population,39.7,2016-01-01 +14335,Latvia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),32.8,2016-01-01 +14336,Latvia,From 15 to 24 years,Percentage of total population,Males,Active population,43.3,2016-01-01 +14337,Latvia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),34.0,2016-01-01 +14338,Latvia,From 15 to 24 years,Percentage of total population,Females,Active population,35.9,2016-01-01 +14339,Latvia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),31.6,2016-01-01 +14340,Latvia,From 25 to 54 years,Thousand persons,Total,Active population,703.0,2016-01-01 +14341,Latvia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),638.0,2016-01-01 +14342,Latvia,From 25 to 54 years,Thousand persons,Males,Active population,356.0,2016-01-01 +14343,Latvia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),321.0,2016-01-01 +14344,Latvia,From 25 to 54 years,Thousand persons,Females,Active population,347.0,2016-01-01 +14345,Latvia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),317.0,2016-01-01 +14346,Latvia,From 25 to 54 years,Percentage of total population,Total,Active population,87.8,2016-01-01 +14347,Latvia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.7,2016-01-01 +14348,Latvia,From 25 to 54 years,Percentage of total population,Males,Active population,90.2,2016-01-01 +14349,Latvia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),81.4,2016-01-01 +14350,Latvia,From 25 to 54 years,Percentage of total population,Females,Active population,85.5,2016-01-01 +14351,Latvia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.1,2016-01-01 +14352,Latvia,From 55 to 64 years,Thousand persons,Total,Active population,179.0,2016-01-01 +14353,Latvia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),162.0,2016-01-01 +14354,Latvia,From 55 to 64 years,Thousand persons,Males,Active population,81.0,2016-01-01 +14355,Latvia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),71.0,2016-01-01 +14356,Latvia,From 55 to 64 years,Thousand persons,Females,Active population,98.0,2016-01-01 +14357,Latvia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),91.0,2016-01-01 +14358,Latvia,From 55 to 64 years,Percentage of total population,Total,Active population,67.6,2016-01-01 +14359,Latvia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.4,2016-01-01 +14360,Latvia,From 55 to 64 years,Percentage of total population,Males,Active population,69.4,2016-01-01 +14361,Latvia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),61.3,2016-01-01 +14362,Latvia,From 55 to 64 years,Percentage of total population,Females,Active population,66.1,2016-01-01 +14363,Latvia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),61.4,2016-01-01 +14364,Lithuania,From 15 to 24 years,Thousand persons,Total,Active population,123.0,2016-01-01 +14365,Lithuania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),105.0,2016-01-01 +14366,Lithuania,From 15 to 24 years,Thousand persons,Males,Active population,69.0,2016-01-01 +14367,Lithuania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),58.0,2016-01-01 +14368,Lithuania,From 15 to 24 years,Thousand persons,Females,Active population,54.0,2016-01-01 +14369,Lithuania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),47.0,2016-01-01 +14370,Lithuania,From 15 to 24 years,Percentage of total population,Total,Active population,35.3,2016-01-01 +14371,Lithuania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),30.2,2016-01-01 +14372,Lithuania,From 15 to 24 years,Percentage of total population,Males,Active population,38.7,2016-01-01 +14373,Lithuania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.5,2016-01-01 +14374,Lithuania,From 15 to 24 years,Percentage of total population,Females,Active population,31.9,2016-01-01 +14375,Lithuania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),27.8,2016-01-01 +14376,Lithuania,From 25 to 54 years,Thousand persons,Total,Active population,1036.0,2016-01-01 +14377,Lithuania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),960.0,2016-01-01 +14378,Lithuania,From 25 to 54 years,Thousand persons,Males,Active population,513.0,2016-01-01 +14379,Lithuania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),470.0,2016-01-01 +14380,Lithuania,From 25 to 54 years,Thousand persons,Females,Active population,523.0,2016-01-01 +14381,Lithuania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),490.0,2016-01-01 +14382,Lithuania,From 25 to 54 years,Percentage of total population,Total,Active population,89.3,2016-01-01 +14383,Lithuania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.7,2016-01-01 +14384,Lithuania,From 25 to 54 years,Percentage of total population,Males,Active population,90.2,2016-01-01 +14385,Lithuania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),82.6,2016-01-01 +14386,Lithuania,From 25 to 54 years,Percentage of total population,Females,Active population,88.5,2016-01-01 +14387,Lithuania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.9,2016-01-01 +14388,Lithuania,From 55 to 64 years,Thousand persons,Total,Active population,274.0,2016-01-01 +14389,Lithuania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),253.0,2016-01-01 +14390,Lithuania,From 55 to 64 years,Thousand persons,Males,Active population,127.0,2016-01-01 +14391,Lithuania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),116.0,2016-01-01 +14392,Lithuania,From 55 to 64 years,Thousand persons,Females,Active population,147.0,2016-01-01 +14393,Lithuania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),137.0,2016-01-01 +14394,Lithuania,From 55 to 64 years,Percentage of total population,Total,Active population,70.0,2016-01-01 +14395,Lithuania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),64.6,2016-01-01 +14396,Lithuania,From 55 to 64 years,Percentage of total population,Males,Active population,73.6,2016-01-01 +14397,Lithuania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),66.8,2016-01-01 +14398,Lithuania,From 55 to 64 years,Percentage of total population,Females,Active population,67.2,2016-01-01 +14399,Lithuania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),62.8,2016-01-01 +14400,Luxembourg,From 15 to 24 years,Thousand persons,Total,Active population,21.0,2016-01-01 +14401,Luxembourg,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),17.0,2016-01-01 +14402,Luxembourg,From 15 to 24 years,Thousand persons,Males,Active population,10.0,2016-01-01 +14403,Luxembourg,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),8.0,2016-01-01 +14404,Luxembourg,From 15 to 24 years,Thousand persons,Females,Active population,10.0,2016-01-01 +14405,Luxembourg,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),8.0,2016-01-01 +14406,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Active population,30.7,2016-01-01 +14407,Luxembourg,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),24.9,2016-01-01 +14408,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Active population,30.4,2016-01-01 +14409,Luxembourg,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),24.4,2016-01-01 +14410,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Active population,31.0,2016-01-01 +14411,Luxembourg,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),25.4,2016-01-01 +14412,Luxembourg,From 25 to 54 years,Thousand persons,Total,Active population,229.0,2016-01-01 +14413,Luxembourg,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),217.0,2016-01-01 +14414,Luxembourg,From 25 to 54 years,Thousand persons,Males,Active population,124.0,2016-01-01 +14415,Luxembourg,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),118.0,2016-01-01 +14416,Luxembourg,From 25 to 54 years,Thousand persons,Females,Active population,105.0,2016-01-01 +14417,Luxembourg,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),99.0,2016-01-01 +14418,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Active population,87.2,2016-01-01 +14419,Luxembourg,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.5,2016-01-01 +14420,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Active population,93.1,2016-01-01 +14421,Luxembourg,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.5,2016-01-01 +14422,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Active population,81.1,2016-01-01 +14423,Luxembourg,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.4,2016-01-01 +14424,Luxembourg,From 55 to 64 years,Thousand persons,Total,Active population,28.0,2016-01-01 +14425,Luxembourg,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),26.0,2016-01-01 +14426,Luxembourg,From 55 to 64 years,Thousand persons,Males,Active population,17.0,2016-01-01 +14427,Luxembourg,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),16.0,2016-01-01 +14428,Luxembourg,From 55 to 64 years,Thousand persons,Females,Active population,11.0,2016-01-01 +14429,Luxembourg,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),11.0,2016-01-01 +14430,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Active population,41.6,2016-01-01 +14431,Luxembourg,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),39.6,2016-01-01 +14432,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Active population,49.1,2016-01-01 +14433,Luxembourg,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),46.4,2016-01-01 +14434,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Active population,33.9,2016-01-01 +14435,Luxembourg,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),32.4,2016-01-01 +14436,Hungary,From 15 to 24 years,Thousand persons,Total,Active population,346.0,2016-01-01 +14437,Hungary,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),301.0,2016-01-01 +14438,Hungary,From 15 to 24 years,Thousand persons,Males,Active population,198.0,2016-01-01 +14439,Hungary,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),173.0,2016-01-01 +14440,Hungary,From 15 to 24 years,Thousand persons,Females,Active population,148.0,2016-01-01 +14441,Hungary,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),129.0,2016-01-01 +14442,Hungary,From 15 to 24 years,Percentage of total population,Total,Active population,32.3,2016-01-01 +14443,Hungary,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.1,2016-01-01 +14444,Hungary,From 15 to 24 years,Percentage of total population,Males,Active population,36.1,2016-01-01 +14445,Hungary,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),31.5,2016-01-01 +14446,Hungary,From 15 to 24 years,Percentage of total population,Females,Active population,28.3,2016-01-01 +14447,Hungary,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),24.6,2016-01-01 +14448,Hungary,From 25 to 54 years,Thousand persons,Total,Active population,3494.0,2016-01-01 +14449,Hungary,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3336.0,2016-01-01 +14450,Hungary,From 25 to 54 years,Thousand persons,Males,Active population,1881.0,2016-01-01 +14451,Hungary,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1796.0,2016-01-01 +14452,Hungary,From 25 to 54 years,Thousand persons,Females,Active population,1613.0,2016-01-01 +14453,Hungary,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1540.0,2016-01-01 +14454,Hungary,From 25 to 54 years,Percentage of total population,Total,Active population,86.1,2016-01-01 +14455,Hungary,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.2,2016-01-01 +14456,Hungary,From 25 to 54 years,Percentage of total population,Males,Active population,92.4,2016-01-01 +14457,Hungary,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.2,2016-01-01 +14458,Hungary,From 25 to 54 years,Percentage of total population,Females,Active population,79.8,2016-01-01 +14459,Hungary,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.2,2016-01-01 +14460,Hungary,From 55 to 64 years,Thousand persons,Total,Active population,704.0,2016-01-01 +14461,Hungary,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),673.0,2016-01-01 +14462,Hungary,From 55 to 64 years,Thousand persons,Males,Active population,386.0,2016-01-01 +14463,Hungary,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),369.0,2016-01-01 +14464,Hungary,From 55 to 64 years,Thousand persons,Females,Active population,318.0,2016-01-01 +14465,Hungary,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),304.0,2016-01-01 +14466,Hungary,From 55 to 64 years,Percentage of total population,Total,Active population,52.1,2016-01-01 +14467,Hungary,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),49.8,2016-01-01 +14468,Hungary,From 55 to 64 years,Percentage of total population,Males,Active population,62.4,2016-01-01 +14469,Hungary,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.7,2016-01-01 +14470,Hungary,From 55 to 64 years,Percentage of total population,Females,Active population,43.5,2016-01-01 +14471,Hungary,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.5,2016-01-01 +14472,Malta,From 15 to 24 years,Thousand persons,Total,Active population,27.0,2016-01-01 +14473,Malta,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),24.0,2016-01-01 +14474,Malta,From 15 to 24 years,Thousand persons,Males,Active population,14.0,2016-01-01 +14475,Malta,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),13.0,2016-01-01 +14476,Malta,From 15 to 24 years,Thousand persons,Females,Active population,12.0,2016-01-01 +14477,Malta,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),11.0,2016-01-01 +14478,Malta,From 15 to 24 years,Percentage of total population,Total,Active population,51.6,2016-01-01 +14479,Malta,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),45.9,2016-01-01 +14480,Malta,From 15 to 24 years,Percentage of total population,Males,Active population,54.3,2016-01-01 +14481,Malta,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),48.2,2016-01-01 +14482,Malta,From 15 to 24 years,Percentage of total population,Females,Active population,48.8,2016-01-01 +14483,Malta,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.4,2016-01-01 +14484,Malta,From 25 to 54 years,Thousand persons,Total,Active population,144.0,2016-01-01 +14485,Malta,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),138.0,2016-01-01 +14486,Malta,From 25 to 54 years,Thousand persons,Males,Active population,86.0,2016-01-01 +14487,Malta,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),83.0,2016-01-01 +14488,Malta,From 25 to 54 years,Thousand persons,Females,Active population,58.0,2016-01-01 +14489,Malta,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),55.0,2016-01-01 +14490,Malta,From 25 to 54 years,Percentage of total population,Total,Active population,81.9,2016-01-01 +14491,Malta,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),78.7,2016-01-01 +14492,Malta,From 25 to 54 years,Percentage of total population,Males,Active population,95.9,2016-01-01 +14493,Malta,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),92.5,2016-01-01 +14494,Malta,From 25 to 54 years,Percentage of total population,Females,Active population,67.2,2016-01-01 +14495,Malta,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),64.3,2016-01-01 +14496,Malta,From 55 to 64 years,Thousand persons,Total,Active population,27.0,2016-01-01 +14497,Malta,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),26.0,2016-01-01 +14498,Malta,From 55 to 64 years,Thousand persons,Males,Active population,19.0,2016-01-01 +14499,Malta,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),18.0,2016-01-01 +14500,Malta,From 55 to 64 years,Thousand persons,Females,Active population,8.0,2016-01-01 +14501,Malta,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),8.0,2016-01-01 +14502,Malta,From 55 to 64 years,Percentage of total population,Total,Active population,45.5,2016-01-01 +14503,Malta,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.0,2016-01-01 +14504,Malta,From 55 to 64 years,Percentage of total population,Males,Active population,64.0,2016-01-01 +14505,Malta,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),61.7,2016-01-01 +14506,Malta,From 55 to 64 years,Percentage of total population,Females,Active population,27.0,2016-01-01 +14507,Malta,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.3,2016-01-01 +14508,Netherlands,From 15 to 24 years,Thousand persons,Total,Active population,1408.0,2016-01-01 +14509,Netherlands,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1256.0,2016-01-01 +14510,Netherlands,From 15 to 24 years,Thousand persons,Males,Active population,705.0,2016-01-01 +14511,Netherlands,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),625.0,2016-01-01 +14512,Netherlands,From 15 to 24 years,Thousand persons,Females,Active population,703.0,2016-01-01 +14513,Netherlands,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),631.0,2016-01-01 +14514,Netherlands,From 15 to 24 years,Percentage of total population,Total,Active population,68.2,2016-01-01 +14515,Netherlands,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),60.8,2016-01-01 +14516,Netherlands,From 15 to 24 years,Percentage of total population,Males,Active population,67.2,2016-01-01 +14517,Netherlands,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.6,2016-01-01 +14518,Netherlands,From 15 to 24 years,Percentage of total population,Females,Active population,69.2,2016-01-01 +14519,Netherlands,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),62.1,2016-01-01 +14520,Netherlands,From 25 to 54 years,Thousand persons,Total,Active population,5828.0,2016-01-01 +14521,Netherlands,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),5559.0,2016-01-01 +14522,Netherlands,From 25 to 54 years,Thousand persons,Males,Active population,3074.0,2016-01-01 +14523,Netherlands,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),2953.0,2016-01-01 +14524,Netherlands,From 25 to 54 years,Thousand persons,Females,Active population,2754.0,2016-01-01 +14525,Netherlands,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2606.0,2016-01-01 +14526,Netherlands,From 25 to 54 years,Percentage of total population,Total,Active population,86.9,2016-01-01 +14527,Netherlands,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.9,2016-01-01 +14528,Netherlands,From 25 to 54 years,Percentage of total population,Males,Active population,91.7,2016-01-01 +14529,Netherlands,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.1,2016-01-01 +14530,Netherlands,From 25 to 54 years,Percentage of total population,Females,Active population,82.2,2016-01-01 +14531,Netherlands,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),77.7,2016-01-01 +14532,Netherlands,From 55 to 64 years,Thousand persons,Total,Active population,1517.0,2016-01-01 +14533,Netherlands,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1409.0,2016-01-01 +14534,Netherlands,From 55 to 64 years,Thousand persons,Males,Active population,865.0,2016-01-01 +14535,Netherlands,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),805.0,2016-01-01 +14536,Netherlands,From 55 to 64 years,Thousand persons,Females,Active population,652.0,2016-01-01 +14537,Netherlands,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),603.0,2016-01-01 +14538,Netherlands,From 55 to 64 years,Percentage of total population,Total,Active population,68.4,2016-01-01 +14539,Netherlands,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),63.5,2016-01-01 +14540,Netherlands,From 55 to 64 years,Percentage of total population,Males,Active population,78.2,2016-01-01 +14541,Netherlands,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),72.8,2016-01-01 +14542,Netherlands,From 55 to 64 years,Percentage of total population,Females,Active population,58.6,2016-01-01 +14543,Netherlands,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),54.2,2016-01-01 +14544,Austria,From 15 to 24 years,Thousand persons,Total,Active population,565.0,2016-01-01 +14545,Austria,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),501.0,2016-01-01 +14546,Austria,From 15 to 24 years,Thousand persons,Males,Active population,301.0,2016-01-01 +14547,Austria,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),265.0,2016-01-01 +14548,Austria,From 15 to 24 years,Thousand persons,Females,Active population,263.0,2016-01-01 +14549,Austria,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),237.0,2016-01-01 +14550,Austria,From 15 to 24 years,Percentage of total population,Total,Active population,57.5,2016-01-01 +14551,Austria,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),51.0,2016-01-01 +14552,Austria,From 15 to 24 years,Percentage of total population,Males,Active population,60.2,2016-01-01 +14553,Austria,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),52.9,2016-01-01 +14554,Austria,From 15 to 24 years,Percentage of total population,Females,Active population,54.6,2016-01-01 +14555,Austria,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),49.0,2016-01-01 +14556,Austria,From 25 to 54 years,Thousand persons,Total,Active population,3281.0,2016-01-01 +14557,Austria,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3103.0,2016-01-01 +14558,Austria,From 25 to 54 years,Thousand persons,Males,Active population,1712.0,2016-01-01 +14559,Austria,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1614.0,2016-01-01 +14560,Austria,From 25 to 54 years,Thousand persons,Females,Active population,1569.0,2016-01-01 +14561,Austria,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1489.0,2016-01-01 +14562,Austria,From 25 to 54 years,Percentage of total population,Total,Active population,88.4,2016-01-01 +14563,Austria,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.6,2016-01-01 +14564,Austria,From 25 to 54 years,Percentage of total population,Males,Active population,91.8,2016-01-01 +14565,Austria,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.6,2016-01-01 +14566,Austria,From 25 to 54 years,Percentage of total population,Females,Active population,84.9,2016-01-01 +14567,Austria,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.6,2016-01-01 +14568,Austria,From 55 to 64 years,Thousand persons,Total,Active population,566.0,2016-01-01 +14569,Austria,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),538.0,2016-01-01 +14570,Austria,From 55 to 64 years,Thousand persons,Males,Active population,327.0,2016-01-01 +14571,Austria,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),308.0,2016-01-01 +14572,Austria,From 55 to 64 years,Thousand persons,Females,Active population,239.0,2016-01-01 +14573,Austria,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),230.0,2016-01-01 +14574,Austria,From 55 to 64 years,Percentage of total population,Total,Active population,51.7,2016-01-01 +14575,Austria,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),49.2,2016-01-01 +14576,Austria,From 55 to 64 years,Percentage of total population,Males,Active population,61.2,2016-01-01 +14577,Austria,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),57.6,2016-01-01 +14578,Austria,From 55 to 64 years,Percentage of total population,Females,Active population,42.7,2016-01-01 +14579,Austria,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),41.1,2016-01-01 +14580,Poland,From 15 to 24 years,Thousand persons,Total,Active population,1381.0,2016-01-01 +14581,Poland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),1137.0,2016-01-01 +14582,Poland,From 15 to 24 years,Thousand persons,Males,Active population,817.0,2016-01-01 +14583,Poland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),674.0,2016-01-01 +14584,Poland,From 15 to 24 years,Thousand persons,Females,Active population,564.0,2016-01-01 +14585,Poland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),463.0,2016-01-01 +14586,Poland,From 15 to 24 years,Percentage of total population,Total,Active population,34.5,2016-01-01 +14587,Poland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.4,2016-01-01 +14588,Poland,From 15 to 24 years,Percentage of total population,Males,Active population,39.8,2016-01-01 +14589,Poland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),32.8,2016-01-01 +14590,Poland,From 15 to 24 years,Percentage of total population,Females,Active population,28.9,2016-01-01 +14591,Poland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.7,2016-01-01 +14592,Poland,From 25 to 54 years,Thousand persons,Total,Active population,13005.0,2016-01-01 +14593,Poland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),12303.0,2016-01-01 +14594,Poland,From 25 to 54 years,Thousand persons,Males,Active population,7020.0,2016-01-01 +14595,Poland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),6659.0,2016-01-01 +14596,Poland,From 25 to 54 years,Thousand persons,Females,Active population,5985.0,2016-01-01 +14597,Poland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),5644.0,2016-01-01 +14598,Poland,From 25 to 54 years,Percentage of total population,Total,Active population,84.9,2016-01-01 +14599,Poland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.3,2016-01-01 +14600,Poland,From 25 to 54 years,Percentage of total population,Males,Active population,90.8,2016-01-01 +14601,Poland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.1,2016-01-01 +14602,Poland,From 25 to 54 years,Percentage of total population,Females,Active population,79.0,2016-01-01 +14603,Poland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),74.5,2016-01-01 +14604,Poland,From 55 to 64 years,Thousand persons,Total,Active population,2576.0,2016-01-01 +14605,Poland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2462.0,2016-01-01 +14606,Poland,From 55 to 64 years,Thousand persons,Males,Active population,1479.0,2016-01-01 +14607,Poland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1404.0,2016-01-01 +14608,Poland,From 55 to 64 years,Thousand persons,Females,Active population,1097.0,2016-01-01 +14609,Poland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),1058.0,2016-01-01 +14610,Poland,From 55 to 64 years,Percentage of total population,Total,Active population,48.3,2016-01-01 +14611,Poland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),46.2,2016-01-01 +14612,Poland,From 55 to 64 years,Percentage of total population,Males,Active population,58.6,2016-01-01 +14613,Poland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.7,2016-01-01 +14614,Poland,From 55 to 64 years,Percentage of total population,Females,Active population,39.0,2016-01-01 +14615,Poland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),37.6,2016-01-01 +14616,Portugal,From 15 to 24 years,Thousand persons,Total,Active population,364.0,2016-01-01 +14617,Portugal,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),262.0,2016-01-01 +14618,Portugal,From 15 to 24 years,Thousand persons,Males,Active population,196.0,2016-01-01 +14619,Portugal,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),142.0,2016-01-01 +14620,Portugal,From 15 to 24 years,Thousand persons,Females,Active population,169.0,2016-01-01 +14621,Portugal,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),120.0,2016-01-01 +14622,Portugal,From 15 to 24 years,Percentage of total population,Total,Active population,33.2,2016-01-01 +14623,Portugal,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),23.9,2016-01-01 +14624,Portugal,From 15 to 24 years,Percentage of total population,Males,Active population,35.0,2016-01-01 +14625,Portugal,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),25.5,2016-01-01 +14626,Portugal,From 15 to 24 years,Percentage of total population,Females,Active population,31.2,2016-01-01 +14627,Portugal,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),22.3,2016-01-01 +14628,Portugal,From 25 to 54 years,Thousand persons,Total,Active population,3780.0,2016-01-01 +14629,Portugal,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3401.0,2016-01-01 +14630,Portugal,From 25 to 54 years,Thousand persons,Males,Active population,1875.0,2016-01-01 +14631,Portugal,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1694.0,2016-01-01 +14632,Portugal,From 25 to 54 years,Thousand persons,Females,Active population,1905.0,2016-01-01 +14633,Portugal,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1707.0,2016-01-01 +14634,Portugal,From 25 to 54 years,Percentage of total population,Total,Active population,89.1,2016-01-01 +14635,Portugal,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.2,2016-01-01 +14636,Portugal,From 25 to 54 years,Percentage of total population,Males,Active population,91.9,2016-01-01 +14637,Portugal,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.0,2016-01-01 +14638,Portugal,From 25 to 54 years,Percentage of total population,Females,Active population,86.6,2016-01-01 +14639,Portugal,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),77.6,2016-01-01 +14640,Portugal,From 55 to 64 years,Thousand persons,Total,Active population,796.0,2016-01-01 +14641,Portugal,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),708.0,2016-01-01 +14642,Portugal,From 55 to 64 years,Thousand persons,Males,Active population,428.0,2016-01-01 +14643,Portugal,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),374.0,2016-01-01 +14644,Portugal,From 55 to 64 years,Thousand persons,Females,Active population,368.0,2016-01-01 +14645,Portugal,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),335.0,2016-01-01 +14646,Portugal,From 55 to 64 years,Percentage of total population,Total,Active population,58.5,2016-01-01 +14647,Portugal,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),52.1,2016-01-01 +14648,Portugal,From 55 to 64 years,Percentage of total population,Males,Active population,66.9,2016-01-01 +14649,Portugal,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),58.5,2016-01-01 +14650,Portugal,From 55 to 64 years,Percentage of total population,Females,Active population,51.0,2016-01-01 +14651,Portugal,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),46.3,2016-01-01 +14652,Romania,From 15 to 24 years,Thousand persons,Total,Active population,607.0,2016-01-01 +14653,Romania,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),482.0,2016-01-01 +14654,Romania,From 15 to 24 years,Thousand persons,Males,Active population,377.0,2016-01-01 +14655,Romania,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),302.0,2016-01-01 +14656,Romania,From 15 to 24 years,Thousand persons,Females,Active population,230.0,2016-01-01 +14657,Romania,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),180.0,2016-01-01 +14658,Romania,From 15 to 24 years,Percentage of total population,Total,Active population,28.0,2016-01-01 +14659,Romania,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),22.3,2016-01-01 +14660,Romania,From 15 to 24 years,Percentage of total population,Males,Active population,33.9,2016-01-01 +14661,Romania,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),27.2,2016-01-01 +14662,Romania,From 15 to 24 years,Percentage of total population,Females,Active population,21.8,2016-01-01 +14663,Romania,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),17.1,2016-01-01 +14664,Romania,From 25 to 54 years,Thousand persons,Total,Active population,6915.0,2016-01-01 +14665,Romania,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),6548.0,2016-01-01 +14666,Romania,From 25 to 54 years,Thousand persons,Males,Active population,3937.0,2016-01-01 +14667,Romania,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),3700.0,2016-01-01 +14668,Romania,From 25 to 54 years,Thousand persons,Females,Active population,2977.0,2016-01-01 +14669,Romania,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),2848.0,2016-01-01 +14670,Romania,From 25 to 54 years,Percentage of total population,Total,Active population,81.9,2016-01-01 +14671,Romania,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.6,2016-01-01 +14672,Romania,From 25 to 54 years,Percentage of total population,Males,Active population,91.0,2016-01-01 +14673,Romania,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.5,2016-01-01 +14674,Romania,From 25 to 54 years,Percentage of total population,Females,Active population,72.4,2016-01-01 +14675,Romania,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),69.2,2016-01-01 +14676,Romania,From 55 to 64 years,Thousand persons,Total,Active population,1174.0,2016-01-01 +14677,Romania,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),1136.0,2016-01-01 +14678,Romania,From 55 to 64 years,Thousand persons,Males,Active population,692.0,2016-01-01 +14679,Romania,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),665.0,2016-01-01 +14680,Romania,From 55 to 64 years,Thousand persons,Females,Active population,482.0,2016-01-01 +14681,Romania,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),471.0,2016-01-01 +14682,Romania,From 55 to 64 years,Percentage of total population,Total,Active population,44.2,2016-01-01 +14683,Romania,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),42.8,2016-01-01 +14684,Romania,From 55 to 64 years,Percentage of total population,Males,Active population,55.1,2016-01-01 +14685,Romania,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),53.0,2016-01-01 +14686,Romania,From 55 to 64 years,Percentage of total population,Females,Active population,34.4,2016-01-01 +14687,Romania,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.6,2016-01-01 +14688,Slovenia,From 15 to 24 years,Thousand persons,Total,Active population,68.0,2016-01-01 +14689,Slovenia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),58.0,2016-01-01 +14690,Slovenia,From 15 to 24 years,Thousand persons,Males,Active population,38.0,2016-01-01 +14691,Slovenia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),32.0,2016-01-01 +14692,Slovenia,From 15 to 24 years,Thousand persons,Females,Active population,30.0,2016-01-01 +14693,Slovenia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),26.0,2016-01-01 +14694,Slovenia,From 15 to 24 years,Percentage of total population,Total,Active population,33.7,2016-01-01 +14695,Slovenia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),28.6,2016-01-01 +14696,Slovenia,From 15 to 24 years,Percentage of total population,Males,Active population,36.8,2016-01-01 +14697,Slovenia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),31.1,2016-01-01 +14698,Slovenia,From 15 to 24 years,Percentage of total population,Females,Active population,30.6,2016-01-01 +14699,Slovenia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.1,2016-01-01 +14700,Slovenia,From 25 to 54 years,Thousand persons,Total,Active population,794.0,2016-01-01 +14701,Slovenia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),732.0,2016-01-01 +14702,Slovenia,From 25 to 54 years,Thousand persons,Males,Active population,417.0,2016-01-01 +14703,Slovenia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),388.0,2016-01-01 +14704,Slovenia,From 25 to 54 years,Thousand persons,Females,Active population,377.0,2016-01-01 +14705,Slovenia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),344.0,2016-01-01 +14706,Slovenia,From 25 to 54 years,Percentage of total population,Total,Active population,90.5,2016-01-01 +14707,Slovenia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.5,2016-01-01 +14708,Slovenia,From 25 to 54 years,Percentage of total population,Males,Active population,92.0,2016-01-01 +14709,Slovenia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),85.6,2016-01-01 +14710,Slovenia,From 25 to 54 years,Percentage of total population,Females,Active population,88.9,2016-01-01 +14711,Slovenia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),81.2,2016-01-01 +14712,Slovenia,From 55 to 64 years,Thousand persons,Total,Active population,121.0,2016-01-01 +14713,Slovenia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),113.0,2016-01-01 +14714,Slovenia,From 55 to 64 years,Thousand persons,Males,Active population,70.0,2016-01-01 +14715,Slovenia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),64.0,2016-01-01 +14716,Slovenia,From 55 to 64 years,Thousand persons,Females,Active population,51.0,2016-01-01 +14717,Slovenia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),48.0,2016-01-01 +14718,Slovenia,From 55 to 64 years,Percentage of total population,Total,Active population,41.2,2016-01-01 +14719,Slovenia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),38.5,2016-01-01 +14720,Slovenia,From 55 to 64 years,Percentage of total population,Males,Active population,47.1,2016-01-01 +14721,Slovenia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),43.6,2016-01-01 +14722,Slovenia,From 55 to 64 years,Percentage of total population,Females,Active population,35.2,2016-01-01 +14723,Slovenia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),33.4,2016-01-01 +14724,Slovakia,From 15 to 24 years,Thousand persons,Total,Active population,206.0,2016-01-01 +14725,Slovakia,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),160.0,2016-01-01 +14726,Slovakia,From 15 to 24 years,Thousand persons,Males,Active population,129.0,2016-01-01 +14727,Slovakia,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),104.0,2016-01-01 +14728,Slovakia,From 15 to 24 years,Thousand persons,Females,Active population,77.0,2016-01-01 +14729,Slovakia,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),57.0,2016-01-01 +14730,Slovakia,From 15 to 24 years,Percentage of total population,Total,Active population,32.4,2016-01-01 +14731,Slovakia,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),25.2,2016-01-01 +14732,Slovakia,From 15 to 24 years,Percentage of total population,Males,Active population,39.8,2016-01-01 +14733,Slovakia,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),31.9,2016-01-01 +14734,Slovakia,From 15 to 24 years,Percentage of total population,Females,Active population,24.7,2016-01-01 +14735,Slovakia,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.2,2016-01-01 +14736,Slovakia,From 25 to 54 years,Thousand persons,Total,Active population,2135.0,2016-01-01 +14737,Slovakia,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1950.0,2016-01-01 +14738,Slovakia,From 25 to 54 years,Thousand persons,Males,Active population,1159.0,2016-01-01 +14739,Slovakia,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1070.0,2016-01-01 +14740,Slovakia,From 25 to 54 years,Thousand persons,Females,Active population,976.0,2016-01-01 +14741,Slovakia,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),880.0,2016-01-01 +14742,Slovakia,From 25 to 54 years,Percentage of total population,Total,Active population,87.6,2016-01-01 +14743,Slovakia,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),80.0,2016-01-01 +14744,Slovakia,From 25 to 54 years,Percentage of total population,Males,Active population,93.5,2016-01-01 +14745,Slovakia,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),86.3,2016-01-01 +14746,Slovakia,From 25 to 54 years,Percentage of total population,Females,Active population,81.5,2016-01-01 +14747,Slovakia,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.5,2016-01-01 +14748,Slovakia,From 55 to 64 years,Thousand persons,Total,Active population,397.0,2016-01-01 +14749,Slovakia,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),361.0,2016-01-01 +14750,Slovakia,From 55 to 64 years,Thousand persons,Males,Active population,211.0,2016-01-01 +14751,Slovakia,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),193.0,2016-01-01 +14752,Slovakia,From 55 to 64 years,Thousand persons,Females,Active population,186.0,2016-01-01 +14753,Slovakia,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),168.0,2016-01-01 +14754,Slovakia,From 55 to 64 years,Percentage of total population,Total,Active population,53.9,2016-01-01 +14755,Slovakia,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),49.0,2016-01-01 +14756,Slovakia,From 55 to 64 years,Percentage of total population,Males,Active population,60.1,2016-01-01 +14757,Slovakia,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.1,2016-01-01 +14758,Slovakia,From 55 to 64 years,Percentage of total population,Females,Active population,48.2,2016-01-01 +14759,Slovakia,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.5,2016-01-01 +14760,Finland,From 15 to 24 years,Thousand persons,Total,Active population,323.0,2016-01-01 +14761,Finland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),258.0,2016-01-01 +14762,Finland,From 15 to 24 years,Thousand persons,Males,Active population,159.0,2016-01-01 +14763,Finland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),124.0,2016-01-01 +14764,Finland,From 15 to 24 years,Thousand persons,Females,Active population,164.0,2016-01-01 +14765,Finland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),134.0,2016-01-01 +14766,Finland,From 15 to 24 years,Percentage of total population,Total,Active population,52.2,2016-01-01 +14767,Finland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),41.7,2016-01-01 +14768,Finland,From 15 to 24 years,Percentage of total population,Males,Active population,51.2,2016-01-01 +14769,Finland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),40.1,2016-01-01 +14770,Finland,From 15 to 24 years,Percentage of total population,Females,Active population,53.1,2016-01-01 +14771,Finland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),43.3,2016-01-01 +14772,Finland,From 25 to 54 years,Thousand persons,Total,Active population,1802.0,2016-01-01 +14773,Finland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1668.0,2016-01-01 +14774,Finland,From 25 to 54 years,Thousand persons,Males,Active population,955.0,2016-01-01 +14775,Finland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),884.0,2016-01-01 +14776,Finland,From 25 to 54 years,Thousand persons,Females,Active population,847.0,2016-01-01 +14777,Finland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),784.0,2016-01-01 +14778,Finland,From 25 to 54 years,Percentage of total population,Total,Active population,86.3,2016-01-01 +14779,Finland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),79.9,2016-01-01 +14780,Finland,From 25 to 54 years,Percentage of total population,Males,Active population,89.7,2016-01-01 +14781,Finland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.0,2016-01-01 +14782,Finland,From 25 to 54 years,Percentage of total population,Females,Active population,82.8,2016-01-01 +14783,Finland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),76.7,2016-01-01 +14784,Finland,From 55 to 64 years,Thousand persons,Total,Active population,490.0,2016-01-01 +14785,Finland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),453.0,2016-01-01 +14786,Finland,From 55 to 64 years,Thousand persons,Males,Active population,237.0,2016-01-01 +14787,Finland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),217.0,2016-01-01 +14788,Finland,From 55 to 64 years,Thousand persons,Females,Active population,254.0,2016-01-01 +14789,Finland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),236.0,2016-01-01 +14790,Finland,From 55 to 64 years,Percentage of total population,Total,Active population,66.4,2016-01-01 +14791,Finland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.4,2016-01-01 +14792,Finland,From 55 to 64 years,Percentage of total population,Males,Active population,65.1,2016-01-01 +14793,Finland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),59.8,2016-01-01 +14794,Finland,From 55 to 64 years,Percentage of total population,Females,Active population,67.6,2016-01-01 +14795,Finland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),63.0,2016-01-01 +14796,Sweden,From 15 to 24 years,Thousand persons,Total,Active population,642.0,2016-01-01 +14797,Sweden,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),521.0,2016-01-01 +14798,Sweden,From 15 to 24 years,Thousand persons,Males,Active population,329.0,2016-01-01 +14799,Sweden,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),261.0,2016-01-01 +14800,Sweden,From 15 to 24 years,Thousand persons,Females,Active population,314.0,2016-01-01 +14801,Sweden,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),260.0,2016-01-01 +14802,Sweden,From 15 to 24 years,Percentage of total population,Total,Active population,54.8,2016-01-01 +14803,Sweden,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),44.5,2016-01-01 +14804,Sweden,From 15 to 24 years,Percentage of total population,Males,Active population,54.2,2016-01-01 +14805,Sweden,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),43.1,2016-01-01 +14806,Sweden,From 15 to 24 years,Percentage of total population,Females,Active population,55.5,2016-01-01 +14807,Sweden,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),45.9,2016-01-01 +14808,Sweden,From 25 to 54 years,Thousand persons,Total,Active population,3548.0,2016-01-01 +14809,Sweden,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3354.0,2016-01-01 +14810,Sweden,From 25 to 54 years,Thousand persons,Males,Active population,1857.0,2016-01-01 +14811,Sweden,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1753.0,2016-01-01 +14812,Sweden,From 25 to 54 years,Thousand persons,Females,Active population,1691.0,2016-01-01 +14813,Sweden,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1601.0,2016-01-01 +14814,Sweden,From 25 to 54 years,Percentage of total population,Total,Active population,90.9,2016-01-01 +14815,Sweden,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),85.9,2016-01-01 +14816,Sweden,From 25 to 54 years,Percentage of total population,Males,Active population,93.3,2016-01-01 +14817,Sweden,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),88.1,2016-01-01 +14818,Sweden,From 25 to 54 years,Percentage of total population,Females,Active population,88.5,2016-01-01 +14819,Sweden,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),83.7,2016-01-01 +14820,Sweden,From 55 to 64 years,Thousand persons,Total,Active population,909.0,2016-01-01 +14821,Sweden,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),861.0,2016-01-01 +14822,Sweden,From 55 to 64 years,Thousand persons,Males,Active population,472.0,2016-01-01 +14823,Sweden,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),443.0,2016-01-01 +14824,Sweden,From 55 to 64 years,Thousand persons,Females,Active population,437.0,2016-01-01 +14825,Sweden,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),418.0,2016-01-01 +14826,Sweden,From 55 to 64 years,Percentage of total population,Total,Active population,79.7,2016-01-01 +14827,Sweden,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),75.5,2016-01-01 +14828,Sweden,From 55 to 64 years,Percentage of total population,Males,Active population,82.5,2016-01-01 +14829,Sweden,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),77.5,2016-01-01 +14830,Sweden,From 55 to 64 years,Percentage of total population,Females,Active population,76.9,2016-01-01 +14831,Sweden,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),73.5,2016-01-01 +14832,United Kingdom,From 15 to 24 years,Thousand persons,Total,Active population,4441.0,2016-01-01 +14833,United Kingdom,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),3865.0,2016-01-01 +14834,United Kingdom,From 15 to 24 years,Thousand persons,Males,Active population,2303.0,2016-01-01 +14835,United Kingdom,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),1964.0,2016-01-01 +14836,United Kingdom,From 15 to 24 years,Thousand persons,Females,Active population,2137.0,2016-01-01 +14837,United Kingdom,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1901.0,2016-01-01 +14838,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Active population,58.5,2016-01-01 +14839,United Kingdom,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),50.9,2016-01-01 +14840,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Active population,59.4,2016-01-01 +14841,United Kingdom,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),50.6,2016-01-01 +14842,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Active population,57.6,2016-01-01 +14843,United Kingdom,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),51.2,2016-01-01 +14844,United Kingdom,From 25 to 54 years,Thousand persons,Total,Active population,22611.0,2016-01-01 +14845,United Kingdom,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),21790.0,2016-01-01 +14846,United Kingdom,From 25 to 54 years,Thousand persons,Males,Active population,11983.0,2016-01-01 +14847,United Kingdom,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),11571.0,2016-01-01 +14848,United Kingdom,From 25 to 54 years,Thousand persons,Females,Active population,10628.0,2016-01-01 +14849,United Kingdom,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),10219.0,2016-01-01 +14850,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Active population,86.1,2016-01-01 +14851,United Kingdom,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),83.0,2016-01-01 +14852,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Active population,92.2,2016-01-01 +14853,United Kingdom,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.0,2016-01-01 +14854,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Active population,80.1,2016-01-01 +14855,United Kingdom,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),77.0,2016-01-01 +14856,United Kingdom,From 55 to 64 years,Thousand persons,Total,Active population,4965.0,2016-01-01 +14857,United Kingdom,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),4782.0,2016-01-01 +14858,United Kingdom,From 55 to 64 years,Thousand persons,Males,Active population,2689.0,2016-01-01 +14859,United Kingdom,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),2577.0,2016-01-01 +14860,United Kingdom,From 55 to 64 years,Thousand persons,Females,Active population,2276.0,2016-01-01 +14861,United Kingdom,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),2205.0,2016-01-01 +14862,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Active population,65.8,2016-01-01 +14863,United Kingdom,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),63.4,2016-01-01 +14864,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Active population,72.6,2016-01-01 +14865,United Kingdom,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),69.6,2016-01-01 +14866,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Active population,59.2,2016-01-01 +14867,United Kingdom,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),57.4,2016-01-01 +14868,Iceland,From 15 to 24 years,Thousand persons,Total,Active population,33.0,2016-01-01 +14869,Iceland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),30.0,2016-01-01 +14870,Iceland,From 15 to 24 years,Thousand persons,Males,Active population,17.0,2016-01-01 +14871,Iceland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),16.0,2016-01-01 +14872,Iceland,From 15 to 24 years,Thousand persons,Females,Active population,16.0,2016-01-01 +14873,Iceland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),15.0,2016-01-01 +14874,Iceland,From 15 to 24 years,Percentage of total population,Total,Active population,83.0,2016-01-01 +14875,Iceland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),77.6,2016-01-01 +14876,Iceland,From 15 to 24 years,Percentage of total population,Males,Active population,82.6,2016-01-01 +14877,Iceland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),77.1,2016-01-01 +14878,Iceland,From 15 to 24 years,Percentage of total population,Females,Active population,83.5,2016-01-01 +14879,Iceland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),78.2,2016-01-01 +14880,Iceland,From 25 to 54 years,Thousand persons,Total,Active population,119.0,2016-01-01 +14881,Iceland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),116.0,2016-01-01 +14882,Iceland,From 25 to 54 years,Thousand persons,Males,Active population,63.0,2016-01-01 +14883,Iceland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),61.0,2016-01-01 +14884,Iceland,From 25 to 54 years,Thousand persons,Females,Active population,57.0,2016-01-01 +14885,Iceland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),55.0,2016-01-01 +14886,Iceland,From 25 to 54 years,Percentage of total population,Total,Active population,92.2,2016-01-01 +14887,Iceland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),89.9,2016-01-01 +14888,Iceland,From 25 to 54 years,Percentage of total population,Males,Active population,95.3,2016-01-01 +14889,Iceland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),93.2,2016-01-01 +14890,Iceland,From 25 to 54 years,Percentage of total population,Females,Active population,88.9,2016-01-01 +14891,Iceland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),86.4,2016-01-01 +14892,Iceland,From 55 to 64 years,Thousand persons,Total,Active population,34.0,2016-01-01 +14893,Iceland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),33.0,2016-01-01 +14894,Iceland,From 55 to 64 years,Thousand persons,Males,Active population,18.0,2016-01-01 +14895,Iceland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),17.0,2016-01-01 +14896,Iceland,From 55 to 64 years,Thousand persons,Females,Active population,16.0,2016-01-01 +14897,Iceland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),15.0,2016-01-01 +14898,Iceland,From 55 to 64 years,Percentage of total population,Total,Active population,86.4,2016-01-01 +14899,Iceland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),84.6,2016-01-01 +14900,Iceland,From 55 to 64 years,Percentage of total population,Males,Active population,92.2,2016-01-01 +14901,Iceland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),89.7,2016-01-01 +14902,Iceland,From 55 to 64 years,Percentage of total population,Females,Active population,80.5,2016-01-01 +14903,Iceland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),79.4,2016-01-01 +14904,Norway,From 15 to 24 years,Thousand persons,Total,Active population,359.0,2016-01-01 +14905,Norway,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),319.0,2016-01-01 +14906,Norway,From 15 to 24 years,Thousand persons,Males,Active population,182.0,2016-01-01 +14907,Norway,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),159.0,2016-01-01 +14908,Norway,From 15 to 24 years,Thousand persons,Females,Active population,177.0,2016-01-01 +14909,Norway,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),161.0,2016-01-01 +14910,Norway,From 15 to 24 years,Percentage of total population,Total,Active population,54.6,2016-01-01 +14911,Norway,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),48.5,2016-01-01 +14912,Norway,From 15 to 24 years,Percentage of total population,Males,Active population,54.0,2016-01-01 +14913,Norway,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),47.0,2016-01-01 +14914,Norway,From 15 to 24 years,Percentage of total population,Females,Active population,55.2,2016-01-01 +14915,Norway,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),50.1,2016-01-01 +14916,Norway,From 25 to 54 years,Thousand persons,Total,Active population,1861.0,2016-01-01 +14917,Norway,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),1781.0,2016-01-01 +14918,Norway,From 25 to 54 years,Thousand persons,Males,Active population,983.0,2016-01-01 +14919,Norway,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),935.0,2016-01-01 +14920,Norway,From 25 to 54 years,Thousand persons,Females,Active population,878.0,2016-01-01 +14921,Norway,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),846.0,2016-01-01 +14922,Norway,From 25 to 54 years,Percentage of total population,Total,Active population,86.4,2016-01-01 +14923,Norway,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),82.7,2016-01-01 +14924,Norway,From 25 to 54 years,Percentage of total population,Males,Active population,88.8,2016-01-01 +14925,Norway,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),84.4,2016-01-01 +14926,Norway,From 25 to 54 years,Percentage of total population,Females,Active population,83.8,2016-01-01 +14927,Norway,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),80.8,2016-01-01 +14928,Norway,From 55 to 64 years,Thousand persons,Total,Active population,453.0,2016-01-01 +14929,Norway,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),444.0,2016-01-01 +14930,Norway,From 55 to 64 years,Thousand persons,Males,Active population,240.0,2016-01-01 +14931,Norway,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),234.0,2016-01-01 +14932,Norway,From 55 to 64 years,Thousand persons,Females,Active population,213.0,2016-01-01 +14933,Norway,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),210.0,2016-01-01 +14934,Norway,From 55 to 64 years,Percentage of total population,Total,Active population,74.1,2016-01-01 +14935,Norway,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),72.6,2016-01-01 +14936,Norway,From 55 to 64 years,Percentage of total population,Males,Active population,77.7,2016-01-01 +14937,Norway,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),75.7,2016-01-01 +14938,Norway,From 55 to 64 years,Percentage of total population,Females,Active population,70.3,2016-01-01 +14939,Norway,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),69.5,2016-01-01 +14940,Switzerland,From 15 to 24 years,Thousand persons,Total,Active population,623.0,2016-01-01 +14941,Switzerland,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),571.0,2016-01-01 +14942,Switzerland,From 15 to 24 years,Thousand persons,Males,Active population,315.0,2016-01-01 +14943,Switzerland,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),288.0,2016-01-01 +14944,Switzerland,From 15 to 24 years,Thousand persons,Females,Active population,308.0,2016-01-01 +14945,Switzerland,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),283.0,2016-01-01 +14946,Switzerland,From 15 to 24 years,Percentage of total population,Total,Active population,67.9,2016-01-01 +14947,Switzerland,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),62.2,2016-01-01 +14948,Switzerland,From 15 to 24 years,Percentage of total population,Males,Active population,67.1,2016-01-01 +14949,Switzerland,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),61.3,2016-01-01 +14950,Switzerland,From 15 to 24 years,Percentage of total population,Females,Active population,68.6,2016-01-01 +14951,Switzerland,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),63.1,2016-01-01 +14952,Switzerland,From 25 to 54 years,Thousand persons,Total,Active population,3300.0,2016-01-01 +14953,Switzerland,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),3155.0,2016-01-01 +14954,Switzerland,From 25 to 54 years,Thousand persons,Males,Active population,1751.0,2016-01-01 +14955,Switzerland,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),1680.0,2016-01-01 +14956,Switzerland,From 25 to 54 years,Thousand persons,Females,Active population,1549.0,2016-01-01 +14957,Switzerland,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),1475.0,2016-01-01 +14958,Switzerland,From 25 to 54 years,Percentage of total population,Total,Active population,91.6,2016-01-01 +14959,Switzerland,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),87.6,2016-01-01 +14960,Switzerland,From 25 to 54 years,Percentage of total population,Males,Active population,96.3,2016-01-01 +14961,Switzerland,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),92.4,2016-01-01 +14962,Switzerland,From 25 to 54 years,Percentage of total population,Females,Active population,86.8,2016-01-01 +14963,Switzerland,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),82.7,2016-01-01 +14964,Switzerland,From 55 to 64 years,Thousand persons,Total,Active population,794.0,2016-01-01 +14965,Switzerland,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),765.0,2016-01-01 +14966,Switzerland,From 55 to 64 years,Thousand persons,Males,Active population,431.0,2016-01-01 +14967,Switzerland,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),414.0,2016-01-01 +14968,Switzerland,From 55 to 64 years,Thousand persons,Females,Active population,363.0,2016-01-01 +14969,Switzerland,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),351.0,2016-01-01 +14970,Switzerland,From 55 to 64 years,Percentage of total population,Total,Active population,76.7,2016-01-01 +14971,Switzerland,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),73.9,2016-01-01 +14972,Switzerland,From 55 to 64 years,Percentage of total population,Males,Active population,83.1,2016-01-01 +14973,Switzerland,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),79.9,2016-01-01 +14974,Switzerland,From 55 to 64 years,Percentage of total population,Females,Active population,70.2,2016-01-01 +14975,Switzerland,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),67.9,2016-01-01 +14976,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Active population,86.0,2016-01-01 +14977,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),44.0,2016-01-01 +14978,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Active population,55.0,2016-01-01 +14979,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),29.0,2016-01-01 +14980,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Active population,31.0,2016-01-01 +14981,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),16.0,2016-01-01 +14982,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Active population,31.3,2016-01-01 +14983,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),16.2,2016-01-01 +14984,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Active population,39.2,2016-01-01 +14985,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),20.4,2016-01-01 +14986,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Active population,23.0,2016-01-01 +14987,"Former Yugoslav Republic of Macedonia, the",From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),11.8,2016-01-01 +14988,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Active population,724.0,2016-01-01 +14989,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),563.0,2016-01-01 +14990,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Active population,431.0,2016-01-01 +14991,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),333.0,2016-01-01 +14992,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Active population,292.0,2016-01-01 +14993,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),230.0,2016-01-01 +14994,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Active population,78.7,2016-01-01 +14995,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),61.2,2016-01-01 +14996,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Active population,92.1,2016-01-01 +14997,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),71.2,2016-01-01 +14998,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Active population,64.8,2016-01-01 +14999,"Former Yugoslav Republic of Macedonia, the",From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),50.9,2016-01-01 +15000,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Active population,129.0,2016-01-01 +15001,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),106.0,2016-01-01 +15002,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Active population,88.0,2016-01-01 +15003,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),71.0,2016-01-01 +15004,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Active population,41.0,2016-01-01 +15005,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),35.0,2016-01-01 +15006,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Active population,49.4,2016-01-01 +15007,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),40.7,2016-01-01 +15008,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Active population,68.1,2016-01-01 +15009,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),55.0,2016-01-01 +15010,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Active population,31.0,2016-01-01 +15011,"Former Yugoslav Republic of Macedonia, the",From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),26.6,2016-01-01 +15012,Turkey,From 15 to 24 years,Thousand persons,Total,Active population,5022.0,2016-01-01 +15013,Turkey,From 15 to 24 years,Thousand persons,Total,Total employment (resident population concept - LFS),4044.0,2016-01-01 +15014,Turkey,From 15 to 24 years,Thousand persons,Males,Active population,3233.0,2016-01-01 +15015,Turkey,From 15 to 24 years,Thousand persons,Males,Total employment (resident population concept - LFS),2676.0,2016-01-01 +15016,Turkey,From 15 to 24 years,Thousand persons,Females,Active population,1789.0,2016-01-01 +15017,Turkey,From 15 to 24 years,Thousand persons,Females,Total employment (resident population concept - LFS),1368.0,2016-01-01 +15018,Turkey,From 15 to 24 years,Percentage of total population,Total,Active population,42.3,2016-01-01 +15019,Turkey,From 15 to 24 years,Percentage of total population,Total,Total employment (resident population concept - LFS),34.1,2016-01-01 +15020,Turkey,From 15 to 24 years,Percentage of total population,Males,Active population,54.2,2016-01-01 +15021,Turkey,From 15 to 24 years,Percentage of total population,Males,Total employment (resident population concept - LFS),44.9,2016-01-01 +15022,Turkey,From 15 to 24 years,Percentage of total population,Females,Active population,30.3,2016-01-01 +15023,Turkey,From 15 to 24 years,Percentage of total population,Females,Total employment (resident population concept - LFS),23.2,2016-01-01 +15024,Turkey,From 25 to 54 years,Thousand persons,Total,Active population,22285.0,2016-01-01 +15025,Turkey,From 25 to 54 years,Thousand persons,Total,Total employment (resident population concept - LFS),20126.0,2016-01-01 +15026,Turkey,From 25 to 54 years,Thousand persons,Males,Active population,15295.0,2016-01-01 +15027,Turkey,From 25 to 54 years,Thousand persons,Males,Total employment (resident population concept - LFS),14006.0,2016-01-01 +15028,Turkey,From 25 to 54 years,Thousand persons,Females,Active population,6990.0,2016-01-01 +15029,Turkey,From 25 to 54 years,Thousand persons,Females,Total employment (resident population concept - LFS),6119.0,2016-01-01 +15030,Turkey,From 25 to 54 years,Percentage of total population,Total,Active population,66.5,2016-01-01 +15031,Turkey,From 25 to 54 years,Percentage of total population,Total,Total employment (resident population concept - LFS),60.0,2016-01-01 +15032,Turkey,From 25 to 54 years,Percentage of total population,Males,Active population,90.8,2016-01-01 +15033,Turkey,From 25 to 54 years,Percentage of total population,Males,Total employment (resident population concept - LFS),83.2,2016-01-01 +15034,Turkey,From 25 to 54 years,Percentage of total population,Females,Active population,41.9,2016-01-01 +15035,Turkey,From 25 to 54 years,Percentage of total population,Females,Total employment (resident population concept - LFS),36.7,2016-01-01 +15036,Turkey,From 55 to 64 years,Thousand persons,Total,Active population,2454.0,2016-01-01 +15037,Turkey,From 55 to 64 years,Thousand persons,Total,Total employment (resident population concept - LFS),2302.0,2016-01-01 +15038,Turkey,From 55 to 64 years,Thousand persons,Males,Active population,1805.0,2016-01-01 +15039,Turkey,From 55 to 64 years,Thousand persons,Males,Total employment (resident population concept - LFS),1672.0,2016-01-01 +15040,Turkey,From 55 to 64 years,Thousand persons,Females,Active population,649.0,2016-01-01 +15041,Turkey,From 55 to 64 years,Thousand persons,Females,Total employment (resident population concept - LFS),630.0,2016-01-01 +15042,Turkey,From 55 to 64 years,Percentage of total population,Total,Active population,35.7,2016-01-01 +15043,Turkey,From 55 to 64 years,Percentage of total population,Total,Total employment (resident population concept - LFS),33.4,2016-01-01 +15044,Turkey,From 55 to 64 years,Percentage of total population,Males,Active population,53.0,2016-01-01 +15045,Turkey,From 55 to 64 years,Percentage of total population,Males,Total employment (resident population concept - LFS),49.2,2016-01-01 +15046,Turkey,From 55 to 64 years,Percentage of total population,Females,Active population,18.7,2016-01-01 +15047,Turkey,From 55 to 64 years,Percentage of total population,Females,Total employment (resident population concept - LFS),18.1,2016-01-01 +15048,,,,,,, +15049,,,,,,, +15050,,,,,,, +15051,,,,,,, +15052,,,,,,, +15053,,,,,,, +15054,,,,,,, +15055,,,,,,, +15056,,,,,,, +15057,,,,,,, +15058,,,,,,, +15059,,,,,,, +15060,,,,,,, +15061,,,,,,, +15062,,,,,,, +15063,,,,,,, +15064,,,,,,, +15065,,,,,,, +15066,,,,,,, +15067,,,,,,, +15068,,,,,,, +15069,,,,,,, +15070,,,,,,, +15071,,,,,,, +15072,,,,,,, +15073,,,,,,, +15074,,,,,,, +15075,,,,,,, +15076,,,,,,, +15077,,,,,,, +15078,,,,,,, +15079,,,,,,, +15080,,,,,,, +15081,,,,,,, +15082,,,,,,, +15083,,,,,,, +15084,,,,,,, +15085,,,,,,, +15086,,,,,,, +15087,,,,,,, +15088,,,,,,, +15089,,,,,,, +15090,,,,,,, +15091,,,,,,, +15092,,,,,,, +15093,,,,,,, +15094,,,,,,, +15095,,,,,,, +15096,,,,,,, +15097,,,,,,, +15098,,,,,,, +15099,,,,,,, +15100,,,,,,, +15101,,,,,,, +15102,,,,,,, +15103,,,,,,, +15104,,,,,,, +15105,,,,,,, +15106,,,,,,, +15107,,,,,,, +15108,,,,,,, +15109,,,,,,, +15110,,,,,,, +15111,,,,,,, +15112,,,,,,, +15113,,,,,,, +15114,,,,,,, +15115,,,,,,, +15116,,,,,,, +15117,,,,,,, +15118,,,,,,, +15119,,,,,,, diff --git a/lectures/_static/lecture_specific/pandas_panel/realwage.csv b/lectures/_static/lecture_specific/pandas_panel/realwage.csv new file mode 100644 index 0000000..bc0c7d6 --- /dev/null +++ b/lectures/_static/lecture_specific/pandas_panel/realwage.csv @@ -0,0 +1,1409 @@ +,Time,Country,Series,Pay period,value +0,2006-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Annual,17132.443 +1,2007-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Annual,18100.918 +2,2008-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Annual,17747.406 +3,2009-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Annual,18580.139 +4,2010-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Annual,18755.832 +5,2011-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Annual,18284.299 +6,2012-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Annual,17979.943 +7,2013-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Annual,17890.01 +8,2014-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Annual,17854.875 +9,2015-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Annual,17907.637 +10,2016-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Annual,18942.762 +11,2006-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Hourly,8.2367496 +12,2007-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Hourly,8.7023602 +13,2008-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Hourly,8.5324097 +14,2009-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Hourly,8.9327602 +15,2010-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Hourly,9.01723 +16,2011-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Hourly,8.7905302 +17,2012-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Hourly,8.6442003 +18,2013-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Hourly,8.6009703 +19,2014-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Hourly,8.5840702 +20,2015-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Hourly,8.6094398 +21,2016-01-01,Ireland,In 2015 constant prices at 2015 USD PPPs,Hourly,9.1070995 +22,2006-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Annual,19090.537 +23,2007-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Annual,20169.699 +24,2008-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Annual,19775.785 +25,2009-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Annual,20703.691 +26,2010-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Annual,20899.465 +27,2011-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Annual,20374.039 +28,2012-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Annual,20034.898 +29,2013-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Annual,19934.686 +30,2014-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Annual,19895.537 +31,2015-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Annual,19954.328 +32,2016-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Annual,21107.758 +33,2006-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.1780005 +34,2007-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.6969995 +35,2008-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.5080004 +36,2009-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.9540005 +37,2010-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.048 +38,2011-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.7950001 +39,2012-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.632 +40,2013-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.5839996 +41,2014-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.5649996 +42,2015-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.5930004 +43,2016-01-01,Ireland,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.148 +44,2006-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Annual,11740.059 +45,2007-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Annual,12047.642 +46,2008-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Annual,12172.902 +47,2009-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Annual,12696.383 +48,2010-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Annual,12657.498 +49,2011-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Annual,12424.575 +50,2012-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Annual,12127.923 +51,2013-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Annual,12030.048 +52,2014-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Annual,12049.553 +53,2015-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Annual,12170.472 +54,2016-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Annual,12317.413 +55,2006-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Hourly,4.82443 +56,2007-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Hourly,4.9513302 +57,2008-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Hourly,5.0025601 +58,2009-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Hourly,5.21769 +59,2010-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Hourly,5.2018299 +60,2011-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Hourly,5.1059899 +61,2012-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Hourly,4.9840798 +62,2013-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Hourly,4.9439602 +63,2014-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Hourly,4.9514298 +64,2015-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Hourly,5.00178 +65,2016-01-01,Spain,In 2015 constant prices at 2015 USD PPPs,Hourly,5.0620198 +66,2006-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Annual,9714.1846 +67,2007-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Annual,9968.6914 +68,2008-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Annual,10072.337 +69,2009-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Annual,10505.485 +70,2010-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Annual,10473.31 +71,2011-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Annual,10280.58 +72,2012-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Annual,10035.119 +73,2013-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Annual,9954.1328 +74,2014-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Annual,9970.2734 +75,2015-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Annual,10070.326 +76,2016-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Annual,10191.91 +77,2006-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.9920001 +78,2007-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.0970001 +79,2008-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.1389999 +80,2009-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.3169999 +81,2010-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.3039999 +82,2011-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.2249999 +83,2012-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.1240001 +84,2013-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.0910001 +85,2014-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.0970001 +86,2015-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.1389999 +87,2016-01-01,Spain,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.1890001 +88,2006-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Annual,20410.652 +89,2007-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Annual,21087.568 +90,2008-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Annual,20718.238 +91,2009-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Annual,20984.768 +92,2010-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Annual,20879.332 +93,2011-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Annual,21037.328 +94,2012-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Annual,21323.83 +95,2013-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Annual,21387.027 +96,2014-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Annual,21453.828 +97,2015-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Annual,21715.529 +98,2016-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Annual,21967.23 +99,2006-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Hourly,10.33073 +100,2007-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Hourly,10.67106 +101,2008-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Hourly,10.48298 +102,2009-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Hourly,10.61966 +103,2010-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Hourly,10.5709 +104,2011-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Hourly,10.65163 +105,2012-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Hourly,10.79636 +106,2013-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Hourly,10.82608 +107,2014-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Hourly,10.85724 +108,2015-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Hourly,10.99195 +109,2016-01-01,Australia,In 2015 constant prices at 2015 USD PPPs,Hourly,11.12024 +110,2006-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Annual,23826.637 +111,2007-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Annual,24616.844 +112,2008-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Annual,24185.703 +113,2009-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Annual,24496.838 +114,2010-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Annual,24373.756 +115,2011-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Annual,24558.195 +116,2012-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Annual,24892.646 +117,2013-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Annual,24966.422 +118,2014-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Annual,25044.402 +119,2015-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Annual,25349.9 +120,2016-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Annual,25643.729 +121,2006-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.06 +122,2007-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.457 +123,2008-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.237 +124,2009-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.397 +125,2010-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.34 +126,2011-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.434 +127,2012-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.603 +128,2013-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.638 +129,2014-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.674 +130,2015-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.832 +131,2016-01-01,Australia,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.981 +132,2006-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Annual,8491.3682 +133,2007-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Annual,8436.2979 +134,2008-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Annual,8301.5244 +135,2009-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Annual,8514.1846 +136,2010-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Annual,8595.4482 +137,2011-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Annual,8853.4424 +138,2012-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Annual,9093.6318 +139,2013-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Annual,9261.2588 +140,2014-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Annual,9379.5137 +141,2015-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Annual,10062.421 +142,2016-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Annual,12074.759 +143,2006-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Hourly,4.0711999 +144,2007-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Hourly,4.0447998 +145,2008-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Hourly,3.98018 +146,2009-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Hourly,4.08214 +147,2010-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Hourly,4.12111 +148,2011-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Hourly,4.2448001 +149,2012-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Hourly,4.3599601 +150,2013-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Hourly,4.44033 +151,2014-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Hourly,4.4970298 +152,2015-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Hourly,4.82445 +153,2016-01-01,Turkey,In 2015 constant prices at 2015 USD PPPs,Hourly,5.7892699 +154,2006-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Annual,4741.165 +155,2007-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Annual,4710.416 +156,2008-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Annual,4635.165 +157,2009-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Annual,4753.9048 +158,2010-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Annual,4799.2778 +159,2011-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Annual,4943.3291 +160,2012-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Annual,5077.4399 +161,2013-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Annual,5171.0342 +162,2014-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Annual,5237.062 +163,2015-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Annual,5618.3638 +164,2016-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Annual,6741.9551 +165,2006-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.273 +166,2007-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.2579999 +167,2008-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.2219999 +168,2009-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.279 +169,2010-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.3010001 +170,2011-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.3699999 +171,2012-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.434 +172,2013-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.4790001 +173,2014-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.5109999 +174,2015-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.694 +175,2016-01-01,Turkey,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.2320001 +176,2006-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Annual,21639.123 +177,2007-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Annual,22044.701 +178,2008-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Annual,21763.514 +179,2009-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Annual,22670.305 +180,2010-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Annual,22534.82 +181,2011-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Annual,22619.83 +182,2012-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Annual,22583.826 +183,2013-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Annual,22840.506 +184,2014-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Annual,23401.492 +185,2015-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Annual,23290.914 +186,2016-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Annual,22836.064 +187,2006-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Hourly,10.4254 +188,2007-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Hourly,10.62262 +189,2008-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Hourly,10.47679 +190,2009-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Hourly,10.9231 +191,2010-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Hourly,10.85661 +192,2011-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Hourly,10.8929 +193,2012-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Hourly,10.8803 +194,2013-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Hourly,11.00099 +195,2014-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Hourly,11.27708 +196,2015-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Hourly,11.2238 +197,2016-01-01,Luxembourg,In 2015 constant prices at 2015 USD PPPs,Hourly,11.00003 +198,2006-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Annual,23777.285 +199,2007-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Annual,24222.939 +200,2008-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Annual,23913.969 +201,2009-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Annual,24910.357 +202,2010-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Annual,24761.488 +203,2011-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Annual,24854.898 +204,2012-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Annual,24815.338 +205,2013-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Annual,25097.377 +206,2014-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Annual,25713.797 +207,2015-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Annual,25592.293 +208,2016-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Annual,25092.498 +209,2006-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Hourly,11.456 +210,2007-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Hourly,11.672 +211,2008-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Hourly,11.512 +212,2009-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.002 +213,2010-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Hourly,11.929 +214,2011-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Hourly,11.969 +215,2012-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Hourly,11.955 +216,2013-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.088 +217,2014-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.391 +218,2015-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.333 +219,2016-01-01,Luxembourg,In 2015 constant prices at 2015 USD exchange rates,Hourly,12.087 +220,2006-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Annual,15566.118 +221,2007-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Annual,16600.805 +222,2008-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Annual,17148.117 +223,2009-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Annual,17592.496 +224,2010-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Annual,17630.885 +225,2011-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Annual,17282.182 +226,2012-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Annual,17679.221 +227,2013-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Annual,17889.35 +228,2014-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Annual,18237.277 +229,2015-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Annual,18827.74 +230,2016-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Annual,19346.395 +231,2006-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Hourly,7.4874201 +232,2007-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Hourly,7.9811602 +233,2008-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Hourly,8.2425404 +234,2009-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Hourly,8.4613504 +235,2010-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Hourly,8.4780598 +236,2011-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Hourly,8.3103504 +237,2012-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Hourly,8.5028 +238,2013-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Hourly,8.6022196 +239,2014-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Hourly,8.7275696 +240,2015-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Hourly,9.0548897 +241,2016-01-01,New Zealand,In 2015 constant prices at 2015 USD PPPs,Hourly,9.3042297 +242,2006-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Annual,17538.795 +243,2007-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Annual,18704.605 +244,2008-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Annual,19321.277 +245,2009-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Annual,19821.973 +246,2010-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Annual,19865.227 +247,2011-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Annual,19472.332 +248,2012-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Annual,19919.688 +249,2013-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Annual,20156.445 +250,2014-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Annual,20548.467 +251,2015-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Annual,21213.76 +252,2016-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Annual,21798.143 +253,2006-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Hourly,8.4359999 +254,2007-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Hourly,8.993 +255,2008-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.2869997 +256,2009-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.5340004 +257,2010-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.552 +258,2011-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.3640003 +259,2012-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.5799999 +260,2013-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.6920004 +261,2014-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.8339996 +262,2015-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.202 +263,2016-01-01,New Zealand,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.483 +264,2006-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Annual,16764.969 +265,2007-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Annual,17240.371 +266,2008-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Annual,17198.191 +267,2009-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Annual,17359.232 +268,2010-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Annual,17053.221 +269,2011-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Annual,16701.367 +270,2012-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Annual,16628.547 +271,2013-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Annual,16510.783 +272,2014-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Annual,16630.965 +273,2015-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Annual,17125.453 +274,2016-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Annual,17568.326 +275,2006-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Hourly,8.0679398 +276,2007-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Hourly,8.2850904 +277,2008-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Hourly,8.2645102 +278,2009-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Hourly,8.3492804 +279,2010-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Hourly,8.1948795 +280,2011-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Hourly,8.0331297 +281,2012-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Hourly,7.99751 +282,2013-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Hourly,7.9376302 +283,2014-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Hourly,7.99856 +284,2015-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Hourly,8.2333899 +285,2016-01-01,United Kingdom,In 2015 constant prices at 2015 USD PPPs,Hourly,8.4431896 +286,2006-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Annual,20376.32 +287,2007-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Annual,20954.133 +288,2008-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Annual,20902.865 +289,2009-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Annual,21098.598 +290,2010-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Annual,20726.668 +291,2011-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Annual,20299.021 +292,2012-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Annual,20210.514 +293,2013-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Annual,20067.385 +294,2014-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Annual,20213.451 +295,2015-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Annual,20814.459 +296,2016-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Annual,21352.73 +297,2006-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.8059998 +298,2007-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.07 +299,2008-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.045 +300,2009-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.148 +301,2010-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.96 +302,2011-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.7639999 +303,2012-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.7200003 +304,2013-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.6470003 +305,2014-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.7220001 +306,2015-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.007 +307,2016-01-01,United Kingdom,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.262 +308,2006-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Annual,1797.179 +309,2007-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Annual,1795.842 +310,2008-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Annual,1776.791 +311,2009-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Annual,1765.401 +312,2010-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Annual,1777.161 +313,2011-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Annual,1789.17 +314,2012-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Annual,1791.968 +315,2013-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Annual,1799.777 +316,2014-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Annual,1797.679 +317,2015-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Annual,1834.193 +318,2016-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Annual,1895.653 +319,2006-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Hourly,0.86403 +320,2007-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Hourly,0.86339003 +321,2008-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Hourly,0.85422999 +322,2009-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Hourly,0.84875 +323,2010-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Hourly,0.85439998 +324,2011-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Hourly,0.86018002 +325,2012-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Hourly,0.86153001 +326,2013-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Hourly,0.86527997 +327,2014-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Hourly,0.86426997 +328,2015-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Hourly,0.88182998 +329,2016-01-01,Mexico,In 2015 constant prices at 2015 USD PPPs,Hourly,0.91136998 +330,2006-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Annual,1104.842 +331,2007-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Annual,1104.019 +332,2008-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Annual,1092.308 +333,2009-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Annual,1085.306 +334,2010-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Annual,1092.535 +335,2011-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Annual,1099.918 +336,2012-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Annual,1101.6379 +337,2013-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Annual,1106.439 +338,2014-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Annual,1105.149 +339,2015-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Annual,1127.5959 +340,2016-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Annual,1165.38 +341,2006-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.53100002 +342,2007-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.53100002 +343,2008-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.52499998 +344,2009-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.52200001 +345,2010-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.52499998 +346,2011-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.52899998 +347,2012-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.52999997 +348,2013-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.53200001 +349,2014-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.53100002 +350,2015-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.542 +351,2016-01-01,Mexico,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.56 +352,2006-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Annual,13672.275 +353,2007-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Annual,14000.953 +354,2008-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Annual,14276.618 +355,2009-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Annual,14914.342 +356,2010-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Annual,14494.549 +357,2011-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Annual,14140.007 +358,2012-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Annual,11309.243 +359,2013-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Annual,11052.496 +360,2014-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Annual,11199.34 +361,2015-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Annual,11397.206 +362,2016-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Annual,11492.088 +363,2006-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Hourly,5.6187301 +364,2007-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Hourly,5.75317 +365,2008-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Hourly,5.8677101 +366,2009-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Hourly,6.1298099 +367,2010-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Hourly,5.9566798 +368,2011-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Hourly,5.81183 +369,2012-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Hourly,4.6532202 +370,2013-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Hourly,4.54212 +371,2014-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Hourly,4.6024699 +372,2015-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Hourly,4.6837902 +373,2016-01-01,Greece,In 2015 constant prices at 2015 USD PPPs,Hourly,4.7227802 +374,2006-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Annual,10594.516 +375,2007-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Annual,10849.205 +376,2008-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Annual,11062.816 +377,2009-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Annual,11556.982 +378,2010-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Annual,11231.688 +379,2011-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Annual,10956.958 +380,2012-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Annual,8763.4248 +381,2013-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Annual,8564.4736 +382,2014-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Annual,8678.2617 +383,2015-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Annual,8831.5869 +384,2016-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Annual,8905.1104 +385,2006-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.3540001 +386,2007-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.4580002 +387,2008-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.5469999 +388,2009-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.75 +389,2010-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.6160002 +390,2011-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.5040002 +391,2012-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.6059999 +392,2013-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.52 +393,2014-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.566 +394,2015-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.6289999 +395,2016-01-01,Greece,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.6600001 +396,2006-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Annual,6210.7881 +397,2007-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Annual,6599.4609 +398,2008-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Annual,6615.625 +399,2009-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Annual,7155.2778 +400,2010-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Annual,7380.063 +401,2011-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Annual,7316.3691 +402,2012-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Annual,7288.9409 +403,2013-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Annual,7418.9419 +404,2014-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Annual,7738.9971 +405,2015-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Annual,8381.8604 +406,2016-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Annual,8979.9912 +407,2006-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,2.48699 +408,2007-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,2.7130799 +409,2008-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,2.83991 +410,2009-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.12114 +411,2010-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.24981 +412,2011-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.3490701 +413,2012-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.4556799 +414,2013-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.4556799 +415,2014-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.4556799 +416,2015-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.4556799 +417,2016-01-01,Slovak Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.4556799 +418,2006-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,3747.3889 +419,2007-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,3981.9021 +420,2008-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,3991.655 +421,2009-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4317.2642 +422,2010-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4452.8921 +423,2011-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4414.4609 +424,2012-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4397.9121 +425,2013-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4476.3511 +426,2014-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4669.4619 +427,2015-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,5057.3442 +428,2016-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,5418.2378 +429,2006-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.501 +430,2007-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.637 +431,2008-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.714 +432,2009-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.883 +433,2010-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.961 +434,2011-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.0209999 +435,2012-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.085 +436,2013-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.085 +437,2014-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.085 +438,2015-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.085 +439,2016-01-01,Slovak Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.085 +440,2006-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Annual,9067.2871 +441,2007-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Annual,9242.2744 +442,2008-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Annual,9523.2383 +443,2009-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Annual,10144.52 +444,2010-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Annual,10559.993 +445,2011-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Annual,10402.312 +446,2012-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Annual,10121.601 +447,2013-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Annual,10093.904 +448,2014-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Annual,10226.408 +449,2015-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Annual,10488.292 +450,2016-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Annual,10941.056 +451,2006-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Hourly,3.72628 +452,2007-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Hourly,3.7981901 +453,2008-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Hourly,3.91366 +454,2009-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Hourly,4.1689801 +455,2010-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Hourly,4.3397198 +456,2011-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Hourly,4.27492 +457,2012-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Hourly,4.1595602 +458,2013-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Hourly,4.14818 +459,2014-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Hourly,4.20263 +460,2015-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Hourly,4.3102598 +461,2016-01-01,Portugal,In 2015 constant prices at 2015 USD PPPs,Hourly,4.4963198 +462,2006-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Annual,6778.751 +463,2007-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Annual,6909.5732 +464,2008-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Annual,7119.623 +465,2009-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Annual,7584.0962 +466,2010-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Annual,7894.7061 +467,2011-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Annual,7776.8232 +468,2012-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Annual,7566.9619 +469,2013-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Annual,7546.2559 +470,2014-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Annual,7645.3159 +471,2015-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Annual,7841.1021 +472,2016-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Annual,8179.5908 +473,2006-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.786 +474,2007-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.8399999 +475,2008-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.9260001 +476,2009-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.1170001 +477,2010-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.244 +478,2011-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.1960001 +479,2012-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.1099999 +480,2013-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.1010001 +481,2014-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.142 +482,2015-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.2219999 +483,2016-01-01,Portugal,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.3610001 +484,2006-01-01,France,In 2015 constant prices at 2015 USD PPPs,Annual,19295.826 +485,2007-01-01,France,In 2015 constant prices at 2015 USD PPPs,Annual,19491.205 +486,2008-01-01,France,In 2015 constant prices at 2015 USD PPPs,Annual,19529.021 +487,2009-01-01,France,In 2015 constant prices at 2015 USD PPPs,Annual,19870.871 +488,2010-01-01,France,In 2015 constant prices at 2015 USD PPPs,Annual,19738.678 +489,2011-01-01,France,In 2015 constant prices at 2015 USD PPPs,Annual,19714.971 +490,2012-01-01,France,In 2015 constant prices at 2015 USD PPPs,Annual,19968.049 +491,2013-01-01,France,In 2015 constant prices at 2015 USD PPPs,Annual,20052.246 +492,2014-01-01,France,In 2015 constant prices at 2015 USD PPPs,Annual,20162.414 +493,2015-01-01,France,In 2015 constant prices at 2015 USD PPPs,Annual,20324.137 +494,2016-01-01,France,In 2015 constant prices at 2015 USD PPPs,Annual,20413.598 +495,2006-01-01,France,In 2015 constant prices at 2015 USD PPPs,Hourly,10.60213 +496,2007-01-01,France,In 2015 constant prices at 2015 USD PPPs,Hourly,10.71586 +497,2008-01-01,France,In 2015 constant prices at 2015 USD PPPs,Hourly,10.73437 +498,2009-01-01,France,In 2015 constant prices at 2015 USD PPPs,Hourly,10.92428 +499,2010-01-01,France,In 2015 constant prices at 2015 USD PPPs,Hourly,10.84541 +500,2011-01-01,France,In 2015 constant prices at 2015 USD PPPs,Hourly,10.83741 +501,2012-01-01,France,In 2015 constant prices at 2015 USD PPPs,Hourly,10.97143 +502,2013-01-01,France,In 2015 constant prices at 2015 USD PPPs,Hourly,11.01769 +503,2014-01-01,France,In 2015 constant prices at 2015 USD PPPs,Hourly,11.07828 +504,2015-01-01,France,In 2015 constant prices at 2015 USD PPPs,Hourly,11.16708 +505,2016-01-01,France,In 2015 constant prices at 2015 USD PPPs,Hourly,11.21624 +506,2006-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Annual,18416.4 +507,2007-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Annual,18602.873 +508,2008-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Annual,18638.969 +509,2009-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Annual,18965.236 +510,2010-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Annual,18839.068 +511,2011-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Annual,18816.441 +512,2012-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Annual,19057.984 +513,2013-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Annual,19138.346 +514,2014-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Annual,19243.492 +515,2015-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Annual,19397.844 +516,2016-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Annual,19483.227 +517,2006-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.119 +518,2007-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.227 +519,2008-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.245 +520,2009-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.426 +521,2010-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.351 +522,2011-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.343 +523,2012-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.471 +524,2013-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.516 +525,2014-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.573 +526,2015-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.658 +527,2016-01-01,France,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.705 +528,2006-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Annual,12594.397 +529,2007-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Annual,12974.395 +530,2008-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Annual,14097.556 +531,2009-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Annual,15756.423 +532,2010-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Annual,16391.313 +533,2011-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Annual,15889.705 +534,2012-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Annual,15567.554 +535,2013-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Annual,15342.814 +536,2014-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Annual,15097.89 +537,2015-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Annual,15080.0 +538,2016-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Annual,14892.122 +539,2006-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Hourly,6.0549998 +540,2007-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Hourly,6.2414298 +541,2008-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Hourly,6.78127 +542,2009-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Hourly,7.5788202 +543,2010-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Hourly,7.8804402 +544,2011-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Hourly,7.6392798 +545,2012-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Hourly,7.4843998 +546,2013-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Hourly,7.3763499 +547,2014-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Hourly,7.2586002 +548,2015-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Hourly,7.25 +549,2016-01-01,United States,In 2015 constant prices at 2015 USD PPPs,Hourly,7.1596699 +550,2006-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Annual,12594.397 +551,2007-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Annual,12974.395 +552,2008-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Annual,14097.556 +553,2009-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Annual,15756.423 +554,2010-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Annual,16391.313 +555,2011-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Annual,15889.705 +556,2012-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Annual,15567.554 +557,2013-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Annual,15342.814 +558,2014-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Annual,15097.89 +559,2015-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Annual,15080.0 +560,2016-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Annual,14892.122 +561,2006-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Hourly,6.0549998 +562,2007-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Hourly,6.2410002 +563,2008-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Hourly,6.7810001 +564,2009-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Hourly,7.579 +565,2010-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Hourly,7.8800001 +566,2011-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Hourly,7.6389999 +567,2012-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Hourly,7.4840002 +568,2013-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Hourly,7.3759999 +569,2014-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Hourly,7.2589998 +570,2015-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Hourly,7.25 +571,2016-01-01,United States,In 2015 constant prices at 2015 USD exchange rates,Hourly,7.1599998 +572,2006-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Annual,13082.115 +573,2007-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Annual,13215.89 +574,2008-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Annual,13315.404 +575,2009-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Annual,13781.248 +576,2010-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Annual,14112.379 +577,2011-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Annual,14436.312 +578,2012-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Annual,14606.66 +579,2013-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Annual,14807.031 +580,2014-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Annual,14700.968 +581,2015-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Annual,14899.183 +582,2016-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Annual,15292.12 +583,2006-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Hourly,6.2894802 +584,2007-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Hourly,6.3537898 +585,2008-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Hourly,6.4016399 +586,2009-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Hourly,6.6255999 +587,2010-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Hourly,6.7848001 +588,2011-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Hourly,6.9405298 +589,2012-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Hourly,7.0224299 +590,2013-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Hourly,7.1187601 +591,2014-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Hourly,7.06777 +592,2015-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Hourly,7.1630702 +593,2016-01-01,Japan,In 2015 constant prices at 2015 USD PPPs,Hourly,7.3519802 +594,2006-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Annual,11836.64 +595,2007-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Annual,11957.679 +596,2008-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Annual,12047.718 +597,2009-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Annual,12469.213 +598,2010-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Annual,12768.818 +599,2011-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Annual,13061.912 +600,2012-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Annual,13216.042 +601,2013-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Annual,13397.336 +602,2014-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Annual,13301.371 +603,2015-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Annual,13480.715 +604,2016-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Annual,13836.242 +605,2006-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.691 +606,2007-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.7490001 +607,2008-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.7919998 +608,2009-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.9949999 +609,2010-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Hourly,6.1389999 +610,2011-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Hourly,6.2800002 +611,2012-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Hourly,6.3540001 +612,2013-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Hourly,6.441 +613,2014-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Hourly,6.395 +614,2015-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Hourly,6.4809999 +615,2016-01-01,Japan,In 2015 constant prices at 2015 USD exchange rates,Hourly,6.652 +616,2006-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Annual,21681.658 +617,2007-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Annual,21844.66 +618,2008-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Annual,21915.264 +619,2009-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Annual,22366.592 +620,2010-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Annual,22433.141 +621,2011-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Annual,22075.713 +622,2012-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Annual,21994.473 +623,2013-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Annual,21723.5 +624,2014-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Annual,21820.785 +625,2015-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Annual,21856.795 +626,2016-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Annual,22209.799 +627,2006-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Hourly,9.6256704 +628,2007-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Hourly,9.6972799 +629,2008-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Hourly,9.7287598 +630,2009-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Hourly,9.9294205 +631,2010-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Hourly,9.9588604 +632,2011-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Hourly,9.7999802 +633,2012-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Hourly,9.7642403 +634,2013-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Hourly,9.6435804 +635,2014-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Hourly,9.6868496 +636,2015-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Hourly,9.7027102 +637,2016-01-01,Netherlands,In 2015 constant prices at 2015 USD PPPs,Hourly,9.8594904 +638,2006-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Annual,21413.902 +639,2007-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Annual,21574.891 +640,2008-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Annual,21644.621 +641,2009-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Annual,22090.377 +642,2010-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Annual,22156.104 +643,2011-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Annual,21803.09 +644,2012-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Annual,21722.854 +645,2013-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Annual,21455.227 +646,2014-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Annual,21551.311 +647,2015-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Annual,21586.875 +648,2016-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Annual,21935.52 +649,2006-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.507 +650,2007-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.5780001 +651,2008-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.6090002 +652,2009-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.8070002 +653,2010-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.8360004 +654,2011-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.6789999 +655,2012-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.6440001 +656,2013-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.5240002 +657,2014-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.5670004 +658,2015-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.5830002 +659,2016-01-01,Netherlands,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.7379999 +660,2006-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Annual,5179.6499 +661,2007-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Annual,5830.6699 +662,2008-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Annual,6383.8848 +663,2009-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Annual,6388.894 +664,2010-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Annual,6204.4941 +665,2011-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Annual,5910.0601 +666,2012-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Annual,5932.1382 +667,2013-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Annual,6368.1611 +668,2014-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Annual,7072.6411 +669,2015-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Annual,7807.5259 +670,2016-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Annual,8594.9775 +671,2006-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.48333 +672,2007-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.7955101 +673,2008-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Hourly,3.0608101 +674,2009-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Hourly,3.06321 +675,2010-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.9748001 +676,2011-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.8336301 +677,2012-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.8441701 +678,2013-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Hourly,3.0532701 +679,2014-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Hourly,3.391 +680,2015-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Hourly,3.74334 +681,2016-01-01,Estonia,In 2015 constant prices at 2015 USD PPPs,Hourly,4.1209002 +682,2006-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Annual,3443.3291 +683,2007-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Annual,3876.114 +684,2008-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Annual,4243.8799 +685,2009-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Annual,4247.21 +686,2010-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Annual,4124.624 +687,2011-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Annual,3928.8911 +688,2012-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Annual,3943.5681 +689,2013-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Annual,4233.4268 +690,2014-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Annual,4701.751 +691,2015-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Annual,5190.2881 +692,2016-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Annual,5713.771 +693,2006-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.651 +694,2007-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.858 +695,2008-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.0350001 +696,2009-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.036 +697,2010-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.978 +698,2011-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.8839999 +699,2012-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.891 +700,2013-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.03 +701,2014-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.2539999 +702,2015-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.4879999 +703,2016-01-01,Estonia,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.7390001 +704,2006-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Annual,7211.1138 +705,2007-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Annual,7000.125 +706,2008-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Annual,6953.981 +707,2009-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Annual,6914.71 +708,2010-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Annual,6778.9722 +709,2011-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Annual,6921.9839 +710,2012-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Annual,7811.6089 +711,2013-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Annual,8091.3501 +712,2014-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Annual,8399.4414 +713,2015-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Annual,8694.4355 +714,2016-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Annual,9155.1201 +715,2006-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Hourly,3.47191 +716,2007-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Hourly,3.3700299 +717,2008-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Hourly,3.34849 +718,2009-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Hourly,3.3292201 +719,2010-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Hourly,3.26421 +720,2011-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Hourly,3.33305 +721,2012-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Hourly,3.76091 +722,2013-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Hourly,3.89568 +723,2014-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Hourly,4.04387 +724,2015-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Hourly,4.16781 +725,2016-01-01,Hungary,In 2015 constant prices at 2015 USD PPPs,Hourly,4.3919802 +726,2006-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Annual,3741.1919 +727,2007-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Annual,3631.729 +728,2008-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Annual,3607.79 +729,2009-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Annual,3587.415 +730,2010-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Annual,3516.9929 +731,2011-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Annual,3591.189 +732,2012-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Annual,4052.7339 +733,2013-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Annual,4197.8672 +734,2014-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Annual,4357.707 +735,2015-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Annual,4510.7529 +736,2016-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Annual,4749.7612 +737,2006-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.801 +738,2007-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.748 +739,2008-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.737 +740,2009-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.727 +741,2010-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.693 +742,2011-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.729 +743,2012-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.951 +744,2013-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.0209999 +745,2014-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.098 +746,2015-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.1619999 +747,2016-01-01,Hungary,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.279 +748,2006-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Annual,7104.0459 +749,2007-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Annual,7218.9321 +750,2008-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Annual,8337.0762 +751,2009-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Annual,9102.2334 +752,2010-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Annual,9158.3535 +753,2011-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Annual,9246.1934 +754,2012-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Annual,9662.6768 +755,2013-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Annual,10205.613 +756,2014-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Annual,10710.136 +757,2015-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Annual,11254.773 +758,2016-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Annual,11977.516 +759,2006-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Hourly,3.40605 +760,2007-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Hourly,3.4611299 +761,2008-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Hourly,3.9972301 +762,2009-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Hourly,4.36408 +763,2010-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Hourly,4.3909898 +764,2011-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Hourly,4.4331102 +765,2012-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Hourly,4.6327901 +766,2013-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Hourly,4.8930998 +767,2014-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Hourly,5.1350002 +768,2015-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Hourly,5.3961201 +769,2016-01-01,Poland,In 2015 constant prices at 2015 USD PPPs,Hourly,5.74264 +770,2006-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Annual,3516.4509 +771,2007-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Annual,3573.3191 +772,2008-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Annual,4126.792 +773,2009-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Annual,4505.5391 +774,2010-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Annual,4533.3179 +775,2011-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Annual,4576.7979 +776,2012-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Annual,4782.9541 +777,2013-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Annual,5051.7041 +778,2014-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Annual,5301.439 +779,2015-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Annual,5571.0308 +780,2016-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Annual,5928.7832 +781,2006-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.686 +782,2007-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.7130001 +783,2008-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.979 +784,2009-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.1600001 +785,2010-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.174 +786,2011-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.194 +787,2012-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.293 +788,2013-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.4219999 +789,2014-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.5420001 +790,2015-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.671 +791,2016-01-01,Poland,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.8429999 +792,2006-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Annual,7991.7749 +793,2007-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Annual,8007.124 +794,2008-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Annual,7529.7798 +795,2009-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Annual,7452.7759 +796,2010-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Annual,7345.2349 +797,2011-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Annual,7206.2412 +798,2012-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Annual,6976.4521 +799,2013-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Annual,7057.999 +800,2014-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Annual,7283.0771 +801,2015-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Annual,7856.8091 +802,2016-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Annual,8399.0879 +803,2006-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.98087 +804,2007-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,4.0118999 +805,2008-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.7727301 +806,2009-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.7341499 +807,2010-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.68027 +808,2011-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.61063 +809,2012-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.4954901 +810,2013-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.51825 +811,2014-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.6129799 +812,2015-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,3.91417 +813,2016-01-01,Czech Republic,In 2015 constant prices at 2015 USD PPPs,Hourly,4.1500502 +814,2006-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4565.1299 +815,2007-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4573.8979 +816,2008-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4301.2251 +817,2009-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4257.2378 +818,2010-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4195.8071 +819,2011-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4116.4102 +820,2012-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,3985.1479 +821,2013-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4031.73 +822,2014-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4160.3008 +823,2015-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4488.0332 +824,2016-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Annual,4797.7979 +825,2006-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.2739999 +826,2007-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.2920001 +827,2008-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.155 +828,2009-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.1329999 +829,2010-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.102 +830,2011-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.062 +831,2012-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.997 +832,2013-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.01 +833,2014-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.0639999 +834,2015-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.2360001 +835,2016-01-01,Czech Republic,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.3710001 +836,2006-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Annual,13649.689 +837,2007-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Annual,13785.935 +838,2008-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Annual,14342.762 +839,2009-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Annual,15190.474 +840,2010-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Annual,15732.952 +841,2011-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Annual,15778.273 +842,2012-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Annual,16074.195 +843,2013-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Annual,16180.089 +844,2014-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Annual,16284.476 +845,2015-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Annual,16536.828 +846,2016-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Annual,16792.385 +847,2006-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Hourly,6.5623498 +848,2007-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Hourly,6.6278501 +849,2008-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Hourly,6.8955598 +850,2009-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Hourly,7.3031101 +851,2010-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Hourly,7.56392 +852,2011-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Hourly,7.58571 +853,2012-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Hourly,7.7279801 +854,2013-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Hourly,7.7788901 +855,2014-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Hourly,7.8290801 +856,2015-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Hourly,7.9503999 +857,2016-01-01,Canada,In 2015 constant prices at 2015 USD PPPs,Hourly,8.0732603 +858,2006-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Annual,14335.12 +859,2007-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Annual,14478.207 +860,2008-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Annual,15062.996 +861,2009-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Annual,15953.276 +862,2010-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Annual,16522.996 +863,2011-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Annual,16570.594 +864,2012-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Annual,16881.375 +865,2013-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Annual,16992.586 +866,2014-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Annual,17102.215 +867,2015-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Annual,17367.238 +868,2016-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Annual,17635.629 +869,2006-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Hourly,6.8920002 +870,2007-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Hourly,6.961 +871,2008-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Hourly,7.2420001 +872,2009-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Hourly,7.6700001 +873,2010-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Hourly,7.9439998 +874,2011-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Hourly,7.967 +875,2012-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Hourly,8.1160002 +876,2013-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Hourly,8.1700001 +877,2014-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Hourly,8.2220001 +878,2015-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Hourly,8.3500004 +879,2016-01-01,Canada,In 2015 constant prices at 2015 USD exchange rates,Hourly,8.4790001 +880,2006-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Annual,10106.751 +881,2007-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Annual,11065.158 +882,2008-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Annual,11452.012 +883,2009-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Annual,11824.705 +884,2010-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Annual,11802.974 +885,2011-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Annual,11925.931 +886,2012-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Annual,11442.349 +887,2013-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Annual,11985.897 +888,2014-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Annual,12687.348 +889,2015-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Annual,13493.088 +890,2016-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Annual,14440.917 +891,2006-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Hourly,3.72668 +892,2007-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Hourly,4.08007 +893,2008-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Hourly,4.2227201 +894,2009-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Hourly,4.3601398 +895,2010-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Hourly,4.3521299 +896,2011-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Hourly,4.39747 +897,2012-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Hourly,4.5623398 +898,2013-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Hourly,4.7790699 +899,2014-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Hourly,5.0587502 +900,2015-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Hourly,5.3800201 +901,2016-01-01,Korea,In 2015 constant prices at 2015 USD PPPs,Hourly,5.7579398 +902,2006-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Annual,9266.9941 +903,2007-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Annual,10145.768 +904,2008-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Annual,10500.479 +905,2009-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Annual,10842.205 +906,2010-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Annual,10822.279 +907,2011-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Annual,10935.02 +908,2012-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Annual,10491.618 +909,2013-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Annual,10990.004 +910,2014-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Annual,11633.172 +911,2015-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Annual,12371.964 +912,2016-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Annual,13241.039 +913,2006-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.4170001 +914,2007-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.7409999 +915,2008-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.872 +916,2009-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.9979999 +917,2010-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.9909999 +918,2011-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.0320001 +919,2012-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.1830001 +920,2013-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.382 +921,2014-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.638 +922,2015-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.9330001 +923,2016-01-01,Korea,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.2800002 +924,2006-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Annual,11273.049 +925,2007-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Annual,11147.784 +926,2008-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Annual,11400.252 +927,2009-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Annual,11727.232 +928,2010-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Annual,13827.877 +929,2011-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Annual,14240.07 +930,2012-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Annual,14200.683 +931,2013-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Annual,14331.078 +932,2014-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Annual,14394.414 +933,2015-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Annual,14512.807 +934,2016-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Annual,14520.798 +935,2006-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Hourly,5.40484 +936,2007-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Hourly,5.34483 +937,2008-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Hourly,5.46592 +938,2009-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Hourly,5.6226101 +939,2010-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Hourly,6.6297698 +940,2011-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Hourly,6.8274798 +941,2012-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Hourly,6.8085499 +942,2013-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Hourly,6.8710599 +943,2014-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Hourly,6.9014101 +944,2015-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Hourly,6.9582 +945,2016-01-01,Slovenia,In 2015 constant prices at 2015 USD PPPs,Hourly,6.9620299 +946,2006-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Annual,8177.2139 +947,2007-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Annual,8086.3501 +948,2008-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Annual,8269.4844 +949,2009-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Annual,8506.668 +950,2010-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Annual,10030.428 +951,2011-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Annual,10329.424 +952,2012-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Annual,10300.854 +953,2013-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Annual,10395.439 +954,2014-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Annual,10441.382 +955,2015-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Annual,10527.261 +956,2016-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Annual,10533.057 +957,2006-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.921 +958,2007-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.8770001 +959,2008-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Hourly,3.9649999 +960,2009-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.079 +961,2010-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.809 +962,2011-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.9520001 +963,2012-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.9390001 +964,2013-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Hourly,4.9840002 +965,2014-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.006 +966,2015-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.0469999 +967,2016-01-01,Slovenia,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.0500002 +968,2006-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Annual,5201.6479 +969,2007-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Annual,5295.207 +970,2008-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Annual,5289.6489 +971,2009-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Annual,5573.6162 +972,2010-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Annual,5710.6191 +973,2011-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Annual,5804.7378 +974,2012-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Annual,5969.625 +975,2013-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Annual,6302.3159 +976,2014-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Annual,6459.085 +977,2015-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Annual,6633.564 +978,2016-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Annual,6998.2891 +979,2006-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Hourly,2.22 +980,2007-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Hourly,2.26 +981,2008-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Hourly,2.25 +982,2009-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Hourly,2.3800001 +983,2010-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Hourly,2.4000001 +984,2011-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Hourly,2.5 +985,2012-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Hourly,2.5 +986,2013-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Hourly,2.7 +987,2014-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Hourly,2.8 +988,2015-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Hourly,2.8 +989,2016-01-01,Chile,In 2015 constant prices at 2015 USD PPPs,Hourly,3.0 +990,2006-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Annual,3333.7639 +991,2007-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Annual,3393.7271 +992,2008-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Annual,3390.1641 +993,2009-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Annual,3572.1599 +994,2010-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Annual,3659.967 +995,2011-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Annual,3720.2881 +996,2012-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Annual,3825.9651 +997,2013-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Annual,4039.188 +998,2014-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Annual,4139.6621 +999,2015-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Annual,4251.4868 +1000,2016-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Annual,4485.2412 +1001,2006-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.42 +1002,2007-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.45 +1003,2008-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.4400001 +1004,2009-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.52 +1005,2010-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.5599999 +1006,2011-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.59 +1007,2012-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.63 +1008,2013-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.72 +1009,2014-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.76 +1010,2015-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.8099999 +1011,2016-01-01,Chile,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.91 +1012,2006-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Annual,11428.694 +1013,2007-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Annual,11949.701 +1014,2008-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Annual,11734.456 +1015,2009-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Annual,11570.44 +1016,2010-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Annual,11268.326 +1017,2011-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Annual,11264.469 +1018,2012-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Annual,11538.254 +1019,2013-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Annual,11772.174 +1020,2014-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Annual,11715.92 +1021,2015-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Annual,12509.465 +1022,2016-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Annual,13059.677 +1023,2006-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Hourly,5.1220398 +1024,2007-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Hourly,5.3540301 +1025,2008-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Hourly,5.2590599 +1026,2009-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Hourly,5.18396 +1027,2010-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Hourly,5.0486002 +1028,2011-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Hourly,5.0479202 +1029,2012-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Hourly,5.1690502 +1030,2013-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Hourly,5.2746601 +1031,2014-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Hourly,5.2494602 +1032,2015-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Hourly,5.6047001 +1033,2016-01-01,Israel,In 2015 constant prices at 2015 USD PPPs,Hourly,5.8510098 +1034,2006-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Annual,12869.038 +1035,2007-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Annual,13455.708 +1036,2008-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Annual,13213.336 +1037,2009-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Annual,13028.649 +1038,2010-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Annual,12688.46 +1039,2011-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Annual,12684.117 +1040,2012-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Annual,12992.407 +1041,2013-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Annual,13255.807 +1042,2014-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Annual,13192.464 +1043,2015-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Annual,14086.018 +1044,2016-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Annual,14705.573 +1045,2006-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.7680001 +1046,2007-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Hourly,6.0289998 +1047,2008-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.9219999 +1048,2009-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.8369999 +1049,2010-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.6849999 +1050,2011-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.684 +1051,2012-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.8200002 +1052,2013-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.9390001 +1053,2014-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Hourly,5.9109998 +1054,2015-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Hourly,6.3109999 +1055,2016-01-01,Israel,In 2015 constant prices at 2015 USD exchange rates,Hourly,6.5879998 +1056,2006-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Annual,21042.279 +1057,2007-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Annual,21310.053 +1058,2008-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Annual,21416.957 +1059,2009-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Annual,22140.191 +1060,2010-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Annual,21810.281 +1061,2011-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Annual,21629.799 +1062,2012-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Annual,21594.918 +1063,2013-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Annual,21783.131 +1064,2014-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Annual,21709.326 +1065,2015-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Annual,21588.119 +1066,2016-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Annual,21170.248 +1067,2006-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Hourly,10.08859 +1068,2007-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Hourly,10.2173 +1069,2008-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Hourly,10.26877 +1070,2009-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Hourly,10.61538 +1071,2010-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Hourly,10.45718 +1072,2011-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Hourly,10.37064 +1073,2012-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Hourly,10.35381 +1074,2013-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Hourly,10.4441 +1075,2014-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Hourly,10.40871 +1076,2015-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Hourly,10.3506 +1077,2016-01-01,Belgium,In 2015 constant prices at 2015 USD PPPs,Hourly,10.15025 +1078,2006-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Annual,20228.742 +1079,2007-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Annual,20486.162 +1080,2008-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Annual,20588.934 +1081,2009-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Annual,21284.205 +1082,2010-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Annual,20967.053 +1083,2011-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Annual,20793.547 +1084,2012-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Annual,20760.014 +1085,2013-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Annual,20940.949 +1086,2014-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Annual,20869.998 +1087,2015-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Annual,20753.479 +1088,2016-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Annual,20351.762 +1089,2006-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.6990004 +1090,2007-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.8219995 +1091,2008-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.8719997 +1092,2009-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.205 +1093,2010-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.053 +1094,2011-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.9700003 +1095,2012-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.9540005 +1096,2013-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.04 +1097,2014-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Hourly,10.006 +1098,2015-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.9499998 +1099,2016-01-01,Belgium,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.7580004 +1100,2006-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Annual, +1101,2007-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Annual, +1102,2008-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Annual, +1103,2009-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Annual, +1104,2010-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Annual, +1105,2011-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Annual, +1106,2012-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Annual, +1107,2013-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Annual, +1108,2014-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Annual, +1109,2015-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Annual,20948.197 +1110,2016-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Annual,20847.443 +1111,2006-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Hourly, +1112,2007-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Hourly, +1113,2008-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Hourly, +1114,2009-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Hourly, +1115,2010-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Hourly, +1116,2011-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Hourly, +1117,2012-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Hourly, +1118,2013-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Hourly, +1119,2014-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Hourly, +1120,2015-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Hourly,10.30438 +1121,2016-01-01,Germany,In 2015 constant prices at 2015 USD PPPs,Hourly,10.25482 +1122,2006-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Annual, +1123,2007-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Annual, +1124,2008-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Annual, +1125,2009-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Annual, +1126,2010-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Annual, +1127,2011-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Annual, +1128,2012-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Annual, +1129,2013-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Annual, +1130,2014-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Annual, +1131,2015-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Annual,19164.674 +1132,2016-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Annual,19072.496 +1133,2006-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1134,2007-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1135,2008-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1136,2009-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1137,2010-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1138,2011-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1139,2012-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1140,2013-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1141,2014-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1142,2015-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.427 +1143,2016-01-01,Germany,In 2015 constant prices at 2015 USD exchange rates,Hourly,9.382 +1144,2006-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Annual,3310.512 +1145,2007-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Annual,3525.4519 +1146,2008-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Annual,3664.3911 +1147,2009-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Annual,3934.771 +1148,2010-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Annual,4145.6851 +1149,2011-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Annual,4148.1328 +1150,2012-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Annual,4498.3789 +1151,2013-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Annual,4616.9268 +1152,2014-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Annual,4636.707 +1153,2015-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Annual,4628.626 +1154,2016-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Annual,4753.5991 +1155,2006-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Hourly,1.41 +1156,2007-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Hourly,1.5 +1157,2008-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Hourly,1.5599999 +1158,2009-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Hourly,1.6799999 +1159,2010-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Hourly,1.8 +1160,2011-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Hourly,1.8 +1161,2012-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Hourly,1.9 +1162,2013-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Hourly,2.0 +1163,2014-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Hourly,2.0 +1164,2015-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Hourly,2.0 +1165,2016-01-01,Brazil,In 2015 constant prices at 2015 USD PPPs,Hourly,2.0 +1166,2006-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Annual,2032.873 +1167,2007-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Annual,2164.8611 +1168,2008-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Annual,2250.178 +1169,2009-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Annual,2416.21 +1170,2010-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Annual,2545.7251 +1171,2011-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Annual,2547.228 +1172,2012-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Annual,2762.302 +1173,2013-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Annual,2835.0991 +1174,2014-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Annual,2847.2451 +1175,2015-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Annual,2842.282 +1176,2016-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Annual,2919.0239 +1177,2006-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.87 +1178,2007-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.92000002 +1179,2008-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.95999998 +1180,2009-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.03 +1181,2010-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.08 +1182,2011-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.09 +1183,2012-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.1799999 +1184,2013-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.21 +1185,2014-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.21 +1186,2015-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.21 +1187,2016-01-01,Brazil,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.24 +1188,2006-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Annual,1365.35 +1189,2007-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Annual,2618.927 +1190,2008-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Annual,2295.075 +1191,2009-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Annual,3869.978 +1192,2010-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Annual,3621.8999 +1193,2011-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Annual,3466.4299 +1194,2012-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Annual,3384.9651 +1195,2013-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Annual,3579.2571 +1196,2014-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Annual,3542.239 +1197,2015-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Annual,3292.291 +1198,2016-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Annual,3199.1631 +1199,2006-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Hourly,0.56110001 +1200,2007-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Hourly,1.07627 +1201,2008-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Hourly,0.94318002 +1202,2009-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Hourly,1.5904 +1203,2010-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Hourly,1.4884501 +1204,2011-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Hourly,1.42456 +1205,2012-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Hourly,1.39108 +1206,2013-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Hourly,1.47093 +1207,2014-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Hourly,1.4557101 +1208,2015-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Hourly,1.353 +1209,2016-01-01,Russian Federation,In 2015 constant prices at 2015 USD PPPs,Hourly,1.31472 +1210,2006-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Annual,568.23199 +1211,2007-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Annual,1089.947 +1212,2008-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Annual,955.16498 +1213,2009-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Annual,1610.61 +1214,2010-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Annual,1507.364 +1215,2011-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Annual,1442.661 +1216,2012-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Annual,1408.756 +1217,2013-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Annual,1489.6169 +1218,2014-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Annual,1474.2111 +1219,2015-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Annual,1370.187 +1220,2016-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Annual,1331.429 +1221,2006-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.234 +1222,2007-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.44800001 +1223,2008-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.39300001 +1224,2009-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.662 +1225,2010-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.61900002 +1226,2011-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.59299999 +1227,2012-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.579 +1228,2013-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.61199999 +1229,2014-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.60600001 +1230,2015-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.56300002 +1231,2016-01-01,Russian Federation,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.54699999 +1232,2006-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Annual,5336.2148 +1233,2007-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Annual,5704.9419 +1234,2008-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Annual,6329.873 +1235,2009-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Annual,6060.0161 +1236,2010-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Annual,5981.1152 +1237,2011-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Annual,5743.874 +1238,2012-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Annual,5716.8062 +1239,2013-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Annual,6892.4429 +1240,2014-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Annual,6946.9878 +1241,2015-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Annual,7195.6831 +1242,2016-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Annual,8319.624 +1243,2006-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Hourly,2.6913099 +1244,2007-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Hourly,2.8744099 +1245,2008-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Hourly,3.1979001 +1246,2009-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Hourly,3.0615699 +1247,2010-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Hourly,3.0217099 +1248,2011-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Hourly,2.90185 +1249,2012-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Hourly,2.8903201 +1250,2013-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Hourly,2.95801 +1251,2014-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Hourly,3.1156001 +1252,2015-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Hourly,3.6354499 +1253,2016-01-01,Lithuania,In 2015 constant prices at 2015 USD PPPs,Hourly,3.9240899 +1254,2006-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Annual,2960.885 +1255,2007-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Annual,3165.479 +1256,2008-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Annual,3512.2319 +1257,2009-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Annual,3362.4971 +1258,2010-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Annual,3318.718 +1259,2011-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Annual,3187.0811 +1260,2012-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Annual,3172.062 +1261,2013-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Annual,3824.3831 +1262,2014-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Annual,3854.6479 +1263,2015-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Annual,3992.6399 +1264,2016-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Annual,4616.2769 +1265,2006-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.493 +1266,2007-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.595 +1267,2008-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.774 +1268,2009-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.699 +1269,2010-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.677 +1270,2011-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.61 +1271,2012-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.604 +1272,2013-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.641 +1273,2014-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.729 +1274,2015-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.017 +1275,2016-01-01,Lithuania,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.177 +1276,2006-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Annual,3216.4021 +1277,2007-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Annual,4191.6069 +1278,2008-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Annual,5404.939 +1279,2009-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Annual,6058.2588 +1280,2010-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Annual,5923.5762 +1281,2011-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Annual,6364.6709 +1282,2012-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Annual,6199.5898 +1283,2013-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Annual,6093.915 +1284,2014-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Annual,6823.498 +1285,2015-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Annual,7640.1621 +1286,2016-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Annual,7829.6172 +1287,2006-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Hourly,1.54211 +1288,2007-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.00967 +1289,2008-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.5914099 +1290,2009-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.90464 +1291,2010-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.84007 +1292,2011-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Hourly,3.0515499 +1293,2012-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.97241 +1294,2013-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.9217401 +1295,2014-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Hourly,3.2715399 +1296,2015-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Hourly,3.66309 +1297,2016-01-01,Latvia,In 2015 constant prices at 2015 USD PPPs,Hourly,3.7539301 +1298,2006-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Annual,2017.015 +1299,2007-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Annual,2628.5691 +1300,2008-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Annual,3389.4529 +1301,2009-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Annual,3799.1521 +1302,2010-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Annual,3714.6919 +1303,2011-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Annual,3991.304 +1304,2012-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Annual,3887.781 +1305,2013-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Annual,3821.512 +1306,2014-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Annual,4279.0361 +1307,2015-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Annual,4791.168 +1308,2016-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Annual,4909.9761 +1309,2006-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Hourly,0.96700001 +1310,2007-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.26 +1311,2008-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.625 +1312,2009-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.822 +1313,2010-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.781 +1314,2011-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.914 +1315,2012-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.864 +1316,2013-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.832 +1317,2014-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.052 +1318,2015-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.2969999 +1319,2016-01-01,Latvia,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.3540001 +1320,2006-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Annual,6257.7632 +1321,2007-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Annual,6302.5049 +1322,2008-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Annual,6267.9331 +1323,2009-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Annual,6476.5459 +1324,2010-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Annual,6563.3398 +1325,2011-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Annual,6600.4678 +1326,2012-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Annual,6769.188 +1327,2013-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Annual,6902.312 +1328,2014-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Annual,7009.4048 +1329,2015-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Annual,6983.5298 +1330,2016-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Annual,6950.1768 +1331,2006-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.1400001 +1332,2007-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.1600001 +1333,2008-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.1500001 +1334,2009-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.22 +1335,2010-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.2 +1336,2011-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.3 +1337,2012-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.3 +1338,2013-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.4000001 +1339,2014-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.4000001 +1340,2015-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.4000001 +1341,2016-01-01,Colombia,In 2015 constant prices at 2015 USD PPPs,Hourly,2.4000001 +1342,2006-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Annual,2948.1211 +1343,2007-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Annual,2969.2 +1344,2008-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Annual,2952.9131 +1345,2009-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Annual,3051.1931 +1346,2010-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Annual,3092.083 +1347,2011-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Annual,3109.575 +1348,2012-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Annual,3189.061 +1349,2013-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Annual,3251.7781 +1350,2014-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Annual,3302.231 +1351,2015-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Annual,3290.041 +1352,2016-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Annual,3274.3269 +1353,2006-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.01 +1354,2007-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.02 +1355,2008-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.01 +1356,2009-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.04 +1357,2010-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.0599999 +1358,2011-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.0599999 +1359,2012-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.09 +1360,2013-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.11 +1361,2014-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.13 +1362,2015-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.13 +1363,2016-01-01,Colombia,In 2015 constant prices at 2015 USD exchange rates,Hourly,1.12 +1364,2006-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Annual, +1365,2007-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Annual, +1366,2008-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Annual, +1367,2009-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Annual, +1368,2010-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Annual, +1369,2011-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Annual, +1370,2012-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Annual, +1371,2013-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Annual, +1372,2014-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Annual,9967.0381 +1373,2015-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Annual,10561.536 +1374,2016-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Annual,10859.747 +1375,2006-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Hourly, +1376,2007-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Hourly, +1377,2008-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Hourly, +1378,2009-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Hourly, +1379,2010-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Hourly, +1380,2011-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Hourly, +1381,2012-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Hourly, +1382,2013-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Hourly, +1383,2014-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Hourly,3.4000001 +1384,2015-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Hourly,3.5999999 +1385,2016-01-01,Costa Rica,In 2015 constant prices at 2015 USD PPPs,Hourly,3.7 +1386,2006-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Annual, +1387,2007-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Annual, +1388,2008-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Annual, +1389,2009-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Annual, +1390,2010-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Annual, +1391,2011-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Annual, +1392,2012-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Annual, +1393,2013-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Annual, +1394,2014-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Annual,7047.1519 +1395,2015-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Annual,7467.4902 +1396,2016-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Annual,7678.3379 +1397,2006-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1398,2007-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1399,2008-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1400,2009-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1401,2010-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1402,2011-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1403,2012-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1404,2013-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Hourly, +1405,2014-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.4100001 +1406,2015-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.5599999 +1407,2016-01-01,Costa Rica,In 2015 constant prices at 2015 USD exchange rates,Hourly,2.6300001 diff --git a/lectures/_static/lecture_specific/pandas_panel/venn_diag.png b/lectures/_static/lecture_specific/pandas_panel/venn_diag.png new file mode 100644 index 0000000..be388a6 Binary files /dev/null and b/lectures/_static/lecture_specific/pandas_panel/venn_diag.png differ diff --git a/lectures/_static/lecture_specific/parallelization/htop_parallel_npmat.png b/lectures/_static/lecture_specific/parallelization/htop_parallel_npmat.png new file mode 100644 index 0000000..ddb9566 Binary files /dev/null and b/lectures/_static/lecture_specific/parallelization/htop_parallel_npmat.png differ diff --git a/lectures/_static/lecture_specific/python_advanced_features/numbers.txt b/lectures/_static/lecture_specific/python_advanced_features/numbers.txt new file mode 100644 index 0000000..acd67b4 --- /dev/null +++ b/lectures/_static/lecture_specific/python_advanced_features/numbers.txt @@ -0,0 +1,6 @@ +prices +3 +8 + +7 +21 \ No newline at end of file diff --git a/lectures/_static/lecture_specific/python_advanced_features/test_table.csv b/lectures/_static/lecture_specific/python_advanced_features/test_table.csv new file mode 100644 index 0000000..ef71999 --- /dev/null +++ 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getting_started + - file: python_by_example + - file: functions + - file: python_essentials + - file: oop_intro + - file: names + - file: python_oop +- caption: Foundations of Scientific Computing + numbered: true + chapters: + - file: need_for_speed + - file: numpy + - file: matplotlib + - file: scipy +- caption: High Performance Computing + numbered: true + chapters: + - file: numba + - file: jax_intro + - file: numpy_vs_numba_vs_jax + - file: autodiff +- caption: Working with Data + numbered: true + chapters: + - file: pandas + - file: pandas_panel +- caption: More Python Programming + numbered: true + chapters: + - file: writing_good_code + - file: workspace + - file: python_advanced_features + - file: debugging + - file: sympy +- caption: Other + numbered: true + chapters: + - file: troubleshooting + - file: status diff --git a/lectures/about_py.md b/lectures/about_py.md new file mode 100644 index 0000000..c9a2ec9 --- /dev/null +++ b/lectures/about_py.md @@ -0,0 +1,509 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: À propos de ces cours + headings: + Overview: Vue d'ensemble + Overview::Can't I Just Use LLMs?: "Ne puis-je pas simplement utiliser des LLM\_?" + Overview::Isn't MATLAB Better?: "MATLAB n'est-il pas meilleur\_?" + Introducing Python: Présentation de Python + Introducing Python::Common Uses: Usages courants + Introducing Python::Relative Popularity: Popularité relative + Introducing Python::Features: Fonctionnalités + Introducing Python::Syntax and Design: Syntaxe et conception + Introducing Python::The AI Connection: Le lien avec l'IA + Scientific Programming with Python: Programmation scientifique avec Python + Scientific Programming with Python::NumPy: NumPy + Scientific Programming with Python::NumPy Alternatives: Alternatives à NumPy + Scientific Programming with Python::SciPy: SciPy + Scientific Programming with Python::Graphics: Graphiques + Scientific Programming with Python::Networks and Graphs: Réseaux et graphes + Scientific Programming with Python::Other Scientific Libraries: Autres bibliothèques scientifiques +--- + +(about_py)= +```{raw} jupyter +
+ + QuantEcon + +
+``` + +```{index} single: python +``` + +# À propos de ces cours + +```{epigraph} +« Python est devenu suffisamment redoutable pour que nous ne descendions plus jusqu'à R. Désolé, les gens de R. J'étais des vôtres autrefois, mais nous ne descendons plus jusqu'à R. » -- Chris Wiggins +``` + +## Vue d'ensemble + +Cette série de cours vous apprendra à utiliser Python pour le calcul scientifique, en mettant l'accent sur l'économie et la finance. + +La série s'adresse aux novices en Python, bien que les utilisateurs expérimentés y trouveront également du contenu utile dans les cours ultérieurs. + +Dans ce cours, nous allons + +* présenter Python, +* mettre en valeur certaines de ses capacités, +* expliquer pourquoi Python est notre langage préféré pour le calcul scientifique, et +* vous indiquer les étapes suivantes. + +Vous n'avez **pas** besoin de tout comprendre dans ce cours -- nous détaillerons les points progressivement plus tard dans la série de cours. + + +### Ne puis-je pas simplement utiliser des LLM ? + +Non ! + +Bien sûr, il est tentant de penser qu'à l'ère de l'IA, nous n'avons plus besoin d'apprendre à coder. + +Et oui, nous aimons parfois être paresseux nous aussi. + +De plus, nous convenons que les IA sont d'excellents outils de productivité pour les programmeurs. + +Mais les IA ne peuvent pas résoudre de manière fiable de nouveaux problèmes qu'elles n'ont jamais rencontrés auparavant. + +Vous devrez être l'architecte et le superviseur -- et pour ces tâches, vous devez être capable de lire, d'écrire et de comprendre du code informatique. + +Cela dit, un bon LLM est un compagnon utile pour ces cours -- essayez de copier-coller du code de cette série et de demander une explication. + + +### MATLAB n'est-il pas meilleur ? + +Non, non, et cent fois non. + +Nirvana était formidable (et Soundgarden [était meilleur](https://www.youtube.com/watch?v=3mbBbFH9fAg&list=RD3mbBbFH9fAg)) mais il est temps de tourner la page des années 90. + +Pour la plupart des problèmes modernes, les bibliothèques scientifiques de Python sont désormais bien en avance sur les capacités de MATLAB. + +C'est particulièrement le cas dans des domaines en croissance rapide tels que l'apprentissage profond et l'apprentissage par renforcement. + +De plus, tous les grands LLM sont plus compétents pour écrire du code Python que du code MATLAB. + +Nous discuterons des mérites relatifs des bibliothèques de Python tout au long de cette série de cours, ainsi que dans notre série ultérieure sur [JAX](https://jax.quantecon.org/intro.html). + + + +## Présentation de Python + +[Python](https://www.python.org) est un langage de programmation à usage général conçu en 1989 par [Guido van Rossum](https://en.wikipedia.org/wiki/Guido_van_Rossum). + +Python est gratuit et [open source](https://en.wikipedia.org/wiki/Open_source), avec un développement coordonné par la [Python Software Foundation](https://www.python.org/psf-landing/). + +C'est important parce que cela + +* nous fait économiser de l'argent, +* signifie que Python est contrôlé par la communauté des utilisateurs plutôt que par une entreprise à but lucratif, et +* encourage la reproductibilité et la [science ouverte](https://en.wikipedia.org/wiki/Open_science). + + +### Usages courants + +{index}`Python ` est un langage à usage général utilisé dans presque tous les domaines d'application, notamment + +* l'IA et l'informatique +* d'autres formes de calcul scientifique +* la communication +* le développement web +* CGI et interfaces graphiques +* le développement de jeux +* la planification des ressources +* le multimédia +* etc. + +Il est utilisé et largement soutenu par de grandes entreprises technologiques, notamment + +* [Google](https://www.google.com/) +* [OpenAI](https://openai.com/) +* [Netflix](https://www.netflix.com/) +* [Meta](https://opensource.fb.com/) +* [Amazon](https://www.amazon.com/) +* [Reddit](https://www.reddit.com/) +* etc. + + +### Popularité relative + +Python est l'un des -- si ce n'est le -- [langages de programmation les plus populaires](https://www.tiobe.com/tiobe-index/). + +Des bibliothèques Python comme [pandas](https://pandas.pydata.org/) et [Polars](https://pola.rs/) remplacent des outils familiers comme Excel et VBA en tant que compétence essentielle dans les domaines de la finance et de la banque. + +De plus, Python est extrêmement populaire au sein de la communauté scientifique -- en particulier celle liée à l'IA. + +Par exemple, le graphique suivant issu de Stack Overflow Trends montre comment la popularité d'une seule bibliothèque Python d'apprentissage profond ([PyTorch](https://pytorch.org/)) a augmenté au cours des dernières années. + + +```{figure} /_static/lecture_specific/about_py/pytorch_vs_matlab.png +``` +Pytorch n'est que l'une des nombreuses bibliothèques Python pour l'apprentissage profond et l'IA. + + + +### Fonctionnalités + +Python est un [langage de haut niveau](https://en.wikipedia.org/wiki/High-level_programming_language), ce qui signifie qu'il est relativement facile à lire, à écrire et à déboguer. + +Il possède un noyau de langage relativement petit et facile à apprendre. + +Ce noyau est soutenu par de nombreuses bibliothèques, que l'on peut étudier au besoin. + +Python est flexible et pragmatique, prenant en charge plusieurs styles de programmation (procédural, orienté objet, fonctionnel, etc.). + + +### Syntaxe et conception + +```{index} single: Python; syntax and design +``` + +L'une des raisons de la popularité de Python est sa conception simple et élégante. + +Pour vous en donner une idée, examinons un exemple. + +Le code ci-dessous est écrit en [Java](https://en.wikipedia.org/wiki/Java_(programming_language)) plutôt qu'en Python. + +Vous n'avez **pas** besoin de lire et de comprendre ce code ! + + +```{code-block} java + +import java.io.BufferedReader; +import java.io.FileReader; +import java.io.IOException; + +public class CSVReader { + public static void main(String[] args) { + String filePath = "data.csv"; + String line; + String splitBy = ","; + int columnIndex = 1; + double sum = 0; + int count = 0; + + try (BufferedReader br = new BufferedReader(new FileReader(filePath))) { + while ((line = br.readLine()) != null) { + String[] values = line.split(splitBy); + if (values.length > columnIndex) { + try { + double value = Double.parseDouble( + values[columnIndex] + ); + sum += value; + count++; + } catch (NumberFormatException e) { + System.out.println( + "Skipping non-numeric value: " + + values[columnIndex] + ); + } + } + } + } catch (IOException e) { + e.printStackTrace(); + } + + if (count > 0) { + double average = sum / count; + System.out.println( + "Average of the second column: " + average + ); + } else { + System.out.println( + "No valid numeric data found in the second column." + ); + } + } +} + +``` + +Ce code Java ouvre un fichier imaginaire appelé `data.csv` et calcule la moyenne des valeurs de la deuxième colonne. + +Voici un code Python qui fait la même chose. + +Même si vous ne connaissez pas encore Python, vous pouvez voir que le code est bien plus simple et facile à lire. + +```{code-cell} python3 +:tags: [skip-execution] + +import csv + +total, count = 0, 0 +with open('data.csv', mode='r') as file: + reader = csv.reader(file) + for row in reader: + try: + total += float(row[1]) + count += 1 + except (ValueError, IndexError): + pass +print(f"Average: {total / count if count else 'No valid data'}") + +``` + + + +### Le lien avec l'IA + +L'IA est en train de prendre en charge de nombreuses tâches actuellement effectuées par des humains, tout comme d'autres formes de machines l'ont fait au cours des derniers siècles. + +De plus, Python joue un rôle considérable dans les progrès de l'IA et de l'apprentissage automatique. + +Cela signifie que les entreprises technologiques investissent massivement dans le développement de bibliothèques Python extrêmement puissantes. + +Même si vous ne prévoyez pas de travailler sur l'IA et l'apprentissage automatique, vous pouvez tirer profit de l'apprentissage de certaines de ces bibliothèques pour vos propres projets en économie, en finance et dans d'autres domaines scientifiques. + +Ces cours vous expliqueront comment. + + +## Programmation scientifique avec Python + +```{index} single: scientific programming +``` + +Nous avons déjà discuté de l'importance de Python pour l'IA, l'apprentissage automatique et la science des données. + +Python est également l'un des acteurs dominants dans + +* l'astronomie +* la chimie +* la biologie computationnelle +* la météorologie +* le traitement du langage naturel +* etc. + +L'utilisation de Python est également en hausse en économie, en finance et dans des domaines connexes comme la recherche opérationnelle -- qui étaient auparavant dominés par MATLAB / Excel / STATA / C / Fortran. + +Cette section présente brièvement quelques exemples d'utilisation de Python pour la programmation scientifique générale. + + +### NumPy + +```{index} single: scientific programming; numeric +``` + +L'une des parties les plus importantes du calcul scientifique consiste à travailler avec des données. + +Les données sont souvent stockées dans des matrices, des vecteurs et des tableaux. + +Nous pouvons créer un simple tableau de nombres en Python pur comme suit : + +```{code-cell} python3 +a = [-3.14, 0, 3.14] # Une liste Python +a +``` + +Ce tableau est très petit, il est donc acceptable de travailler avec Python pur. + +Mais lorsque nous voulons travailler avec de plus grands tableaux dans de vrais programmes, nous avons besoin de plus d'efficacité et d'outils supplémentaires. + +Pour cela, nous devons utiliser des bibliothèques pour travailler avec des tableaux. + +Pour Python, la bibliothèque de traitement de matrices et de tableaux la plus importante est la bibliothèque [NumPy](https://numpy.org/). + +Par exemple, construisons un tableau NumPy comportant 100 éléments + +```{code-cell} python3 +import numpy as np # Charger la bibliothèque + +a = np.linspace(-np.pi, np.pi, 100) # Créer une grille régulière de -π à π +a +``` + +Transformons maintenant ce tableau en lui appliquant des fonctions. + +```{code-cell} python3 +b = np.cos(a) # Appliquer le cosinus à chaque élément de a +c = np.sin(a) # Appliquer le sinus à chaque élément de a +``` + +Nous pouvons maintenant facilement calculer le produit scalaire de `b` et `c`. + +```{code-cell} python3 +b @ c +``` + +Nous pouvons également effectuer de nombreuses autres tâches, comme + +* calculer la moyenne et la variance de tableaux +* construire des matrices et résoudre des systèmes linéaires +* générer des tableaux aléatoires pour la simulation, etc. + +Nous en discuterons les détails plus tard dans la série de cours, où nous couvrons NumPy en profondeur. + + +### Alternatives à NumPy + +Bien que NumPy soit toujours le roi du traitement de tableaux en Python, il existe désormais d'importants concurrents. + +Des bibliothèques telles que [JAX](https://github.com/jax-ml/jax), [Pytorch](https://pytorch.org/) et [CuPy](https://cupy.dev/) disposent également de types de tableaux et d'opérations sur les tableaux intégrés qui peuvent être très rapides et efficaces. + +En fait, ces bibliothèques sont meilleures pour exploiter la parallélisation et le matériel rapide, comme nous l'expliquerons plus tard dans cette série. + +Cependant, vous devriez tout de même apprendre NumPy en premier parce que + +* NumPy est plus simple et fournit une base solide, et +* des bibliothèques comme JAX étendent directement les fonctionnalités de NumPy et sont donc plus faciles à apprendre lorsque vous connaissez déjà NumPy. + +Cette série de cours vous fournira un solide bagage sur NumPy. + +### SciPy + +La bibliothèque [SciPy](https://scipy.org/) est construite au-dessus de NumPy et offre des fonctionnalités supplémentaires. + +(tuple_unpacking_example)= +Par exemple, calculons $\int_{-2}^2 \phi(z) dz$ où $\phi$ est la densité de la loi normale centrée réduite. + +```{code-cell} python3 +from scipy.stats import norm +from scipy.integrate import quad + +ϕ = norm() +value, error = quad(ϕ.pdf, -2, 2) # Intégrer à l'aide de la quadrature de Gauss +value +``` + +SciPy comprend de nombreuses routines standard utilisées en + +* [algèbre linéaire](https://docs.scipy.org/doc/scipy/reference/linalg.html) +* [intégration](https://docs.scipy.org/doc/scipy/reference/integrate.html) +* [interpolation](https://docs.scipy.org/doc/scipy/reference/interpolate.html) +* [optimisation](https://docs.scipy.org/doc/scipy/reference/optimize.html) +* [distributions et techniques statistiques](https://docs.scipy.org/doc/scipy/reference/stats.html) +* [traitement du signal](https://docs.scipy.org/doc/scipy/reference/signal.html) + +Vous pouvez toutes les voir [ici](https://docs.scipy.org/doc/scipy/reference/index.html). + +Plus tard, nous discuterons de SciPy plus en détail. + + +### Graphiques + +```{index} single: Matplotlib +``` + +L'un des grands atouts de Python est la visualisation de données. + +La bibliothèque Python la plus populaire et la plus complète pour créer des figures et des graphiques est [Matplotlib](https://matplotlib.org/), dont les fonctionnalités comprennent + +* des tracés, des histogrammes, des images de contours, des graphiques 3D, des diagrammes à barres, etc. +* une sortie dans de nombreux formats (PDF, PNG, EPS, etc.) +* l'intégration de LaTeX + +Exemple de tracé 2D avec des annotations LaTeX intégrées + +```{figure} /_static/lecture_specific/about_py/qs.png +:scale: 75 +``` + +Exemple de tracé de contour + +```{figure} /_static/lecture_specific/about_py/bn_density1.png +:scale: 70 +``` + +Exemple de tracé 3D + +```{figure} /_static/lecture_specific/about_py/career_vf.png +``` + +D'autres exemples se trouvent dans la [galerie de vignettes de Matplotlib](https://matplotlib.org/stable/gallery/index.html). + +Parmi les autres bibliothèques graphiques figurent + +* [Plotly](https://plotly.com/python/) +* [seaborn](https://seaborn.pydata.org/) --- une interface de haut niveau pour matplotlib +* [Altair](https://altair-viz.github.io/) +* [Bokeh](https://docs.bokeh.org/en/latest/) + +Vous pouvez visiter la [Python Graph Gallery](https://python-graph-gallery.com/) pour plus d'exemples de tracés réalisés à l'aide de diverses bibliothèques. + + +### Réseaux et graphes + +L'étude des [réseaux](https://networks.quantecon.org/) devient une partie importante du travail scientifique en économie, en finance et dans d'autres domaines. + +Par exemple, nous nous intéressons à l'étude + +* des réseaux de production +* des réseaux de banques et d'institutions financières +* des réseaux d'amitié et sociaux +* etc. + +Python dispose de nombreuses bibliothèques pour étudier les réseaux et les graphes. + +```{index} single: NetworkX +``` + +Un exemple bien connu est [NetworkX](https://networkx.org/). + +Ses fonctionnalités comprennent, entre autres : + +* des algorithmes de graphes standard pour analyser les réseaux +* des routines de tracé + +Voici un exemple de code qui génère et trace un graphe aléatoire, avec la couleur des nœuds déterminée par la longueur du plus court chemin depuis un nœud central. + +```{code-cell} ipython +import networkx as nx +import matplotlib.pyplot as plt +rng = np.random.default_rng(1234) + +# Générer un graphe aléatoire +p = dict((i, (rng.uniform(0, 1), rng.uniform(0, 1))) + for i in range(200)) +g = nx.random_geometric_graph(200, 0.12, pos=p) +pos = nx.get_node_attributes(g, 'pos') + +# Trouver le nœud le plus proche du point central (0.5, 0.5) +dists = [(x - 0.5)**2 + (y - 0.5)**2 for x, y in list(pos.values())] +ncenter = np.argmin(dists) + +# Tracer le graphe, en coloriant selon la longueur du chemin depuis le nœud central +p = nx.single_source_shortest_path_length(g, ncenter) +plt.figure() +nx.draw_networkx_edges(g, pos, alpha=0.4) +nx.draw_networkx_nodes(g, + pos, + nodelist=list(p.keys()), + node_size=120, alpha=0.5, + node_color=list(p.values()), + cmap=plt.cm.jet_r) +plt.show() +``` + + +### Autres bibliothèques scientifiques + +Comme indiqué ci-dessus, il existe littéralement des milliers de bibliothèques scientifiques pour Python. + +Certaines sont petites et effectuent des tâches très spécifiques. + +D'autres sont énormes en termes de lignes de code et d'investissement de la part des programmeurs et des entreprises technologiques. + +Voici une courte liste de quelques bibliothèques scientifiques importantes pour Python non mentionnées ci-dessus. + +* [SymPy](https://www.sympy.org/) pour l'algèbre symbolique, y compris les limites, les dérivées et les intégrales +* [statsmodels](https://www.statsmodels.org/) pour les routines statistiques +* [scikit-learn](https://scikit-learn.org/) pour l'apprentissage automatique +* [Keras](https://keras.io/) pour l'apprentissage automatique +* [Pyro](https://pyro.ai/) et [PyStan](https://pystan.readthedocs.io/en/latest/) pour l'analyse bayésienne de données +* [GeoPandas](https://geopandas.org/en/stable/) pour l'analyse de données spatiales +* [Dask](https://docs.dask.org/en/stable/) pour la parallélisation +* [Numba](https://numba.pydata.org/) pour faire tourner Python à la même vitesse que le code machine natif +* [CVXPY](https://www.cvxpy.org/) pour l'optimisation convexe +* [scikit-image](https://scikit-image.org/) et [OpenCV](https://opencv.org/) pour le traitement et l'analyse de données d'images +* [BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) pour extraire des données de fichiers HTML et XML + + +Dans cette série de cours, nous apprendrons à utiliser bon nombre de ces bibliothèques pour des tâches de calcul scientifique en économie et en finance. \ No newline at end of file diff --git a/lectures/autodiff.md b/lectures/autodiff.md new file mode 100644 index 0000000..4207dfe --- /dev/null +++ b/lectures/autodiff.md @@ -0,0 +1,539 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst + format_version: 0.13 + jupytext_version: 1.17.2 +kernelspec: + display_name: Python 3 (ipykernel) + language: python + name: python3 +translation: + title: Aventures avec la différentiation automatique + headings: + Overview: Vue d'ensemble + What is automatic differentiation?: "Qu'est-ce que la différentiation automatique\_?" + What is automatic differentiation?::Autodiff is not finite differences: La différentiation automatique n'est pas la différence finie + What is automatic differentiation?::Autodiff is not symbolic calculus: La différentiation automatique n'est pas le calcul symbolique + What is automatic differentiation?::Autodiff: La différentiation automatique + Some experiments: Quelques expériences + Some experiments::A differentiable function: Une fonction différentiable + Some experiments::Absolute value function: Fonction valeur absolue + Some experiments::Differentiating through control flow: Différentier à travers le flux de contrôle + Some experiments::Differentiating through a linear interpolation: Différentier à travers une interpolation linéaire + Gradient Descent: Descente de gradient + Gradient Descent::A function for gradient descent: Une fonction pour la descente de gradient + Gradient Descent::Simulated data: Données simulées + Gradient Descent::Minimizing squared loss by gradient descent: Minimiser la perte quadratique par descente de gradient + Gradient Descent::Adding a squared term: Ajout d'un terme quadratique + Exercises: Exercices +--- + +# Aventures avec la différentiation automatique + + +```{include} _admonition/gpu.md +``` + +## Vue d'ensemble + +Ce cours propose une introduction plus approfondie à la différentiation automatique +à l'aide de Google JAX, en s'appuyant sur {doc}`notre bref aperçu `. + +La différentiation automatique est l'un des éléments clés de l'apprentissage automatique +et de l'intelligence artificielle modernes. + +À ce titre, elle a attiré de nombreux investissements et il existe plusieurs +implémentations puissantes. + +L'une des meilleures est constituée par les routines de différentiation automatique +contenues dans JAX. + +Bien que d'autres bibliothèques logicielles offrent également cette fonctionnalité, la version de JAX est +particulièrement puissante car elle s'intègre très bien avec les autres composants +essentiels de JAX (par exemple, la compilation JIT et la parallélisation). + +La différentiation automatique peut être utilisée non seulement +pour l'IA, mais aussi pour de nombreux problèmes rencontrés en modélisation mathématique, tels que +les problèmes d'optimisation non linéaire multidimensionnelle et de recherche de racines. + +En plus de ce qui est inclus dans Anaconda, ce cours nécessitera les bibliothèques suivantes : + +```{code-cell} ipython3 +:tags: [hide-output] + +!pip install jax +``` + +Nous avons besoin des importations suivantes + +```{code-cell} ipython3 +import jax +import jax.numpy as jnp +import matplotlib.pyplot as plt +import numpy as np +from sympy import symbols +``` + +## Qu'est-ce que la différentiation automatique ? + +La différentiation automatique (autodiff) est une technique de calcul des dérivées sur un ordinateur. + +### La différentiation automatique n'est pas la différence finie + +La dérivée de $f(x) = \exp(2x)$ est + +$$ + f'(x) = 2 \exp(2x) +$$ + + + +Un ordinateur qui ne sait pas comment calculer des dérivées pourrait approximer cela par le rapport de différence finie + +$$ + (Df)(x) := \frac{f(x+h) - f(x)}{h} +$$ + +où $h$ est un petit nombre positif. + +```{code-cell} ipython3 +def f(x): + "Fonction originale." + return np.exp(2 * x) + +def f_prime(x): + "Dérivée exacte." + return 2 * np.exp(2 * x) + +def Df(x, h=0.1): + "Dérivée approchée (différence finie)." + return (f(x + h) - f(x))/h + +x_grid = np.linspace(-2, 1, 200) +fig, ax = plt.subplots() +ax.plot(x_grid, f_prime(x_grid), label="$f'$") +ax.plot(x_grid, Df(x_grid), label="$Df$") +ax.legend() +plt.show() +``` + +Ce type de dérivée numérique est souvent imprécis et instable. + +L'une des raisons est que + +$$ + \frac{f(x+h) - f(x)}{h} \approx \frac{0}{0} +$$ + +Les petits nombres au numérateur et au dénominateur provoquent des erreurs d'arrondi. + +La situation est exponentiellement pire en grande dimension / avec des dérivées d'ordre supérieur. + ++++ + +### La différentiation automatique n'est pas le calcul symbolique + ++++ + +Le calcul symbolique tente d'utiliser les règles de différentiation pour produire une unique +expression sous forme close représentant une dérivée. + +```{code-cell} ipython3 +m, a, b, x = symbols('m a b x') +f_x = (a*x + b)**m +f_x.diff((x, 6)) # dérivée d'ordre 6 +``` + +Le calcul symbolique n'est pas bien adapté au calcul +haute performance. + +L'un de ses inconvénients est que le calcul symbolique ne peut pas différentier à travers le flux de contrôle. + +De plus, l'utilisation du calcul symbolique peut impliquer des calculs redondants. + +Par exemple, considérons + +$$ + (f g h)' + = (f' g + g' f) h + (f g) h' +$$ + +Si nous évaluons en $x$, alors nous évaluons $f(x)$ et $g(x)$ deux fois chacun. + +De plus, le calcul de $f'(x)$ et de $f(x)$ peut impliquer des termes similaires (par exemple, $f(x) = \exp(2x) \implies f'(x) = 2f(x)$) mais cela n'est pas exploité en algèbre symbolique. + ++++ + +### La différentiation automatique + +La différentiation automatique produit des fonctions qui évaluent les dérivées à des valeurs numériques +transmises par le code appelant, plutôt que de produire une unique expression symbolique +représentant l'ensemble de la dérivée. + +Les dérivées sont construites en décomposant les calculs en éléments constitutifs via la règle de dérivation en chaîne. + +La règle de dérivation en chaîne est appliquée jusqu'au point où les termes se réduisent à des fonctions primitives que le programme sait différentier exactement (addition, soustraction, exponentiation, sinus et cosinus, etc.) + ++++ + +## Quelques expériences + ++++ + +Commençons par quelques fonctions à valeurs réelles sur $\mathbb R$. + ++++ + +### Une fonction différentiable + ++++ + +Testons la différentiation automatique de JAX avec une fonction relativement simple. + +```{code-cell} ipython3 +def f(x): + return jnp.sin(x) - 2 * jnp.cos(3 * x) * jnp.exp(- x**2) +``` + +Nous utilisons `grad` pour calculer le gradient d'une fonction à valeurs réelles : + +```{code-cell} ipython3 +f_prime = jax.grad(f) +``` + +Traçons le résultat : + +```{code-cell} ipython3 +x_grid = jnp.linspace(-5, 5, 100) +``` + +```{code-cell} ipython3 +fig, ax = plt.subplots() +ax.plot(x_grid, [f(x) for x in x_grid], label="$f$") +ax.plot(x_grid, [f_prime(x) for x in x_grid], label="$f'$") +ax.legend() +plt.show() +``` + +### Fonction valeur absolue + ++++ + +Que se passe-t-il si la fonction n'est pas différentiable ? + +```{code-cell} ipython3 +def f(x): + return jnp.abs(x) +``` + +```{code-cell} ipython3 +f_prime = jax.grad(f) +``` + +```{code-cell} ipython3 +fig, ax = plt.subplots() +ax.plot(x_grid, [f(x) for x in x_grid], label="$f$") +ax.plot(x_grid, [f_prime(x) for x in x_grid], label="$f'$") +ax.legend() +plt.show() +``` + +Au point non différentiable $0$, `jax.grad` renvoie la dérivée à droite : + +```{code-cell} ipython3 +f_prime(0.0) +``` + +### Différentier à travers le flux de contrôle + ++++ + +Essayons de différentier à travers quelques boucles et conditions. + +```{code-cell} ipython3 +def f(x): + def f1(x): + for i in range(2): + x *= 0.2 * x + return x + def f2(x): + x = sum((x**i + i) for i in range(3)) + return x + y = f1(x) if x < 0 else f2(x) + return y +``` + +```{code-cell} ipython3 +f_prime = jax.grad(f) +``` + +```{code-cell} ipython3 +x_grid = jnp.linspace(-5, 5, 100) +``` + +```{code-cell} ipython3 +fig, ax = plt.subplots() +ax.plot(x_grid, [f(x) for x in x_grid], label="$f$") +ax.plot(x_grid, [f_prime(x) for x in x_grid], label="$f'$") +ax.legend() +plt.show() +``` + +### Différentier à travers une interpolation linéaire + ++++ + +Nous pouvons différentier à travers une interpolation linéaire, même si la fonction n'est pas lisse : + +```{code-cell} ipython3 +n = 20 +xp = jnp.linspace(-5, 5, n) +yp = jnp.cos(2 * xp) + +fig, ax = plt.subplots() +ax.plot(x_grid, jnp.interp(x_grid, xp, yp)) +plt.show() +``` + +```{code-cell} ipython3 +f_prime = jax.grad(jnp.interp) +``` + +```{code-cell} ipython3 +f_prime_vec = jax.vmap(f_prime, in_axes=(0, None, None)) +``` + +```{code-cell} ipython3 +fig, ax = plt.subplots() +ax.plot(x_grid, f_prime_vec(x_grid, xp, yp)) +plt.show() +``` + +## Descente de gradient + ++++ + +Essayons d'implémenter la descente de gradient. + +Comme application simple, nous utiliserons la descente de gradient pour résoudre les estimations des paramètres par MCO dans une régression linéaire simple. + ++++ + +### Une fonction pour la descente de gradient + ++++ + +Voici une implémentation de la descente de gradient. + +```{code-cell} ipython3 +def grad_descent(f, # Fonction à minimiser + args, # Arguments supplémentaires de la fonction + x0, # Condition initiale + λ=0.1, # Taux d'apprentissage initial + tol=1e-5, + max_iter=1_000): + """ + Minimise la fonction f par descente de gradient, en partant de l'estimation x0. + + Le taux d'apprentissage est calculé selon la méthode de Barzilai-Borwein. + + """ + + f_grad = jax.grad(f) + x = jnp.array(x0) + df = f_grad(x, args) + ϵ = tol + 1 + i = 0 + while ϵ > tol and i < max_iter: + new_x = x - λ * df + new_df = f_grad(new_x, args) + Δx = new_x - x + Δdf = new_df - df + λ = jnp.abs(Δx @ Δdf) / (Δdf @ Δdf) + ϵ = jnp.max(jnp.abs(Δx)) + x, df = new_x, new_df + i += 1 + + return x + +``` + +### Données simulées + +Nous allons tester notre fonction de descente de gradient en minimisant une somme des moindres carrés dans un problème de régression. + +Générons quelques données simulées : + +```{code-cell} ipython3 +n = 100 +key = jax.random.key(1234) +x = jax.random.uniform(key, (n,)) + +α, β, σ = 0.5, 1.0, 0.1 # Fixe la vraie ordonnée à l'origine et la vraie pente. +key, subkey = jax.random.split(key) +ϵ = jax.random.normal(subkey, (n,)) + +y = α * x + β + σ * ϵ +``` + +```{code-cell} ipython3 +fig, ax = plt.subplots() +ax.scatter(x, y) +plt.show() +``` + +Commençons par calculer la pente et l'ordonnée à l'origine estimées à l'aide de solutions sous forme close. + +```{code-cell} ipython3 +mx = x.mean() +my = y.mean() +α_hat = jnp.sum((x - mx) * (y - my)) / jnp.sum((x - mx)**2) +β_hat = my - α_hat * mx +``` + +```{code-cell} ipython3 +α_hat, β_hat +``` + +```{code-cell} ipython3 +fig, ax = plt.subplots() +ax.scatter(x, y) +ax.plot(x, α_hat * x + β_hat, 'k-') +ax.text(0.1, 1.55, rf'$\hat \alpha = {α_hat:.3}$') +ax.text(0.1, 1.50, rf'$\hat \beta = {β_hat:.3}$') +plt.show() +``` + +### Minimiser la perte quadratique par descente de gradient + ++++ + +Voyons si nous pouvons obtenir les mêmes valeurs avec notre fonction de descente de gradient. + +Commençons par définir la fonction de perte des moindres carrés. + +```{code-cell} ipython3 +@jax.jit +def loss(params, data): + a, b = params + x, y = data + return jnp.sum((y - a * x - b)**2) +``` + +Maintenant, nous la minimisons : + +```{code-cell} ipython3 +p0 = jnp.zeros(2) # Estimation initiale pour α, β +data = x, y +α_hat, β_hat = grad_descent(loss, data, p0) +``` + +Traçons les résultats. + +```{code-cell} ipython3 +fig, ax = plt.subplots() +x_grid = jnp.linspace(0, 1, 100) +ax.scatter(x, y) +ax.plot(x_grid, α_hat * x_grid + β_hat, 'k-', alpha=0.6) +ax.text(0.1, 1.55, rf'$\hat \alpha = {α_hat:.3}$') +ax.text(0.1, 1.50, rf'$\hat \beta = {β_hat:.3}$') +plt.show() +``` + +Remarquez que nous obtenons les mêmes estimations que celles issues des solutions sous forme close. + ++++ + +### Ajout d'un terme quadratique + +Essayons maintenant d'ajuster un polynôme du second degré. + +Voici notre nouvelle fonction de perte. + +```{code-cell} ipython3 +@jax.jit +def loss(params, data): + a, b, c = params + x, y = data + return jnp.sum((y - a * x**2 - b * x - c)**2) +``` + +Nous minimisons maintenant en trois dimensions. + +Essayons. + +```{code-cell} ipython3 +p0 = jnp.zeros(3) +α_hat, β_hat, γ_hat = grad_descent(loss, data, p0) + +fig, ax = plt.subplots() +ax.scatter(x, y) +ax.plot(x_grid, α_hat * x_grid**2 + β_hat * x_grid + γ_hat, 'k-', alpha=0.6) +ax.text(0.1, 1.55, rf'$\hat \alpha = {α_hat:.3}$') +ax.text(0.1, 1.50, rf'$\hat \beta = {β_hat:.3}$') +plt.show() +``` + +## Exercices + +```{exercise-start} +:label: auto_ex1 +``` + +La fonction `jnp.polyval` évalue des polynômes. + +Par exemple, si `len(p)` vaut 3, alors `jnp.polyval(p, x)` renvoie + +$$ + f(p, x) := p_0 x^2 + p_1 x + p_2 +$$ + +Utilisez cette fonction pour la régression polynomiale. + +La perte (empirique) devient + +$$ + \ell(p, x, y) + = \sum_{i=1}^n (y_i - f(p, x_i))^2 +$$ + +Fixez $k=4$ et fixez l'estimation initiale de `params` à `jnp.zeros(k)`. + +Utilisez la descente de gradient pour trouver le tableau `params` qui minimise la fonction +de perte et tracez le résultat (en suivant les exemples ci-dessus). + + +```{exercise-end} +``` + +```{solution-start} auto_ex1 +:class: dropdown +``` + +Voici une solution. + +```{code-cell} ipython3 +def loss(params, data): + x, y = data + return jnp.sum((y - jnp.polyval(params, x))**2) +``` + +```{code-cell} ipython3 +k = 4 +p0 = jnp.zeros(k) +p_hat = grad_descent(loss, data, p0) +print('Vecteur de paramètres estimé :') +print(p_hat) +print('\n\n') + +fig, ax = plt.subplots() +ax.scatter(x, y) +ax.plot(x_grid, jnp.polyval(p_hat, x_grid), 'k-', alpha=0.6) +plt.show() +``` + + +```{solution-end} +``` \ No newline at end of file diff --git a/lectures/debugging.md b/lectures/debugging.md new file mode 100644 index 0000000..edc58f3 --- /dev/null +++ b/lectures/debugging.md @@ -0,0 +1,562 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: Débogage et gestion des erreurs + headings: + Overview: Vue d'ensemble + Debugging: Débogage + Debugging::The `debug` Magic: La commande magique `debug` + Debugging::Setting a Break Point: Définir un point d'arrêt + Debugging::Other Useful Magics: Autres commandes magiques utiles + Handling Errors: Gestion des erreurs + Handling Errors::Errors in Python: Les erreurs en Python + Handling Errors::Assertions: Assertions + Handling Errors::Handling Errors During Runtime: Gestion des erreurs pendant l'exécution + Handling Errors::Handling Errors During Runtime::Catching Exceptions: Capturer les exceptions + Exercises: Exercices +--- + +(debugging)= +```{raw} jupyter + +``` + +# Débogage et gestion des erreurs + +```{index} single: Debugging +``` + +```{epigraph} +« Le débogage est deux fois plus difficile que l'écriture du code initial. +Par conséquent, si vous écrivez le code aussi astucieusement que possible, vous n'êtes, par définition, +pas assez intelligent pour le déboguer. » -- Brian Kernighan +``` + +## Vue d'ensemble + +Êtes-vous l'un de ces programmeurs qui remplissent leur code d'instructions `print` lorsqu'ils essaient de déboguer leurs programmes ? + +Bon, nous avons tous fait cela autrefois. + +(D'accord, il nous arrive encore de le faire...) + +Mais dès que vous commencerez à écrire des programmes plus volumineux, vous aurez besoin d'un meilleur système. + +Vous voudrez peut-être aussi gérer les erreurs potentielles de votre code au moment où elles se produisent. + +Dans ce cours, nous verrons comment déboguer nos programmes et améliorer la gestion des erreurs. + +## Débogage + +```{index} single: Debugging +``` + +Les outils de débogage pour Python varient selon les plateformes, les IDE et les éditeurs. + +Par exemple, un [débogueur visuel](https://jupyterlab.readthedocs.io/en/stable/user/debugger.html) est disponible dans JupyterLab. + +Ici, nous nous concentrerons sur Jupyter Notebook et vous laisserons explorer les autres configurations. + +Nous aurons besoin des imports suivants + +```{code-cell} ipython +import numpy as np +import matplotlib.pyplot as plt +``` + +(debug_magic)= +### La commande magique `debug` + +Considérons un exemple simple (et plutôt artificiel) + +```{code-cell} ipython +--- +tags: [raises-exception] +--- +def plot_log(): + fig, ax = plt.subplots(2, 1) + x = np.linspace(1, 2, 10) + ax.plot(x, np.log(x)) + plt.show() + +plot_log() # Appelle la fonction, génère le graphique +``` + +Ce code est censé tracer la fonction `log` sur l'intervalle $[1, 2]$. + +Mais il y a une erreur ici : `plt.subplots(2, 1)` devrait être simplement `plt.subplots()`. + +(L'appel `plt.subplots(2, 1)` renvoie un tableau NumPy contenant deux objets axes, adapté pour avoir deux sous-graphiques sur la même figure) + +La trace d'exécution montre que l'erreur se produit lors de l'appel de méthode `ax.plot(x, np.log(x))`. + +L'erreur se produit parce que nous avons fait par erreur de `ax` un tableau NumPy, et un tableau NumPy n'a pas de méthode `plot`. + +Mais faisons semblant de ne pas comprendre cela pour le moment. + +Nous pourrions soupçonner qu'il y a un problème avec `ax`, mais lorsque nous essayons d'examiner cet objet, nous obtenons l'exception suivante : + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +ax +``` + +Le problème est que `ax` a été défini à l'intérieur de `plot_log()`, et le nom est +perdu une fois que cette fonction se termine. + +Essayons de procéder autrement. + +Nous exécutons à nouveau le premier bloc de cellule, générant la même erreur + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +def plot_log(): + fig, ax = plt.subplots(2, 1) + x = np.linspace(1, 2, 10) + ax.plot(x, np.log(x)) + plt.show() + +plot_log() # Appelle la fonction, génère le graphique +``` + +Mais cette fois, nous tapons le bloc de cellule suivant + +```{code-block} ipython +:class: no-execute +%debug +``` + +Vous devriez être basculé dans une nouvelle invite qui ressemble à ceci + +```{code-block} ipython +:class: no-execute +ipdb> +``` + +(Vous verrez peut-être pdb> à la place) + +Nous pouvons maintenant examiner la valeur de nos variables à ce point du programme, avancer pas à pas dans le code, etc. + +Par exemple, ici nous tapons simplement le nom `ax` pour voir ce qui se passe avec +cet objet : + +```{code-block} ipython +:class: no-execute +ipdb> ax +array([, + ], dtype=object) +``` + +Il est maintenant très clair que `ax` est un tableau, ce qui clarifie la source du +problème. + +Pour savoir ce que vous pouvez faire d'autre depuis l'intérieur de `ipdb` (ou `pdb`), utilisez l'aide +en ligne + +```{code-block} ipython +:class: no-execute +ipdb> h + +Documented commands (type help ): +======================================== +EOF bt cont enable jump pdef r tbreak w +a c continue exit l pdoc restart u whatis +alias cl d h list pinfo return unalias where +args clear debug help n pp run unt +b commands disable ignore next q s until +break condition down j p quit step up + +Miscellaneous help topics: +========================== +exec pdb + +Undocumented commands: +====================== +retval rv + +ipdb> h c +c(ont(inue)) +Continue execution, only stop when a breakpoint is encountered. +``` + +### Définir un point d'arrêt + +L'approche précédente est pratique mais parfois insuffisante. + +Considérons la version modifiée suivante de notre fonction ci-dessus + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +def plot_log(): + fig, ax = plt.subplots() + x = np.logspace(1, 2, 10) + ax.plot(x, np.log(x)) + plt.show() + +plot_log() +``` + +Ici, le problème d'origine est corrigé, mais nous avons accidentellement écrit +`np.logspace(1, 2, 10)` au lieu de `np.linspace(1, 2, 10)`. + +Maintenant, il n'y aura pas d'exception, mais le graphique ne sera pas correct. + +Pour investiguer, il serait utile de pouvoir inspecter des variables comme `x` pendant l'exécution de la fonction. + +À cette fin, nous ajoutons un « point d'arrêt » en insérant `breakpoint()` à l'intérieur du bloc de code de la fonction + +```{code-block} python3 +:class: no-execute +def plot_log(): + breakpoint() + fig, ax = plt.subplots() + x = np.logspace(1, 2, 10) + ax.plot(x, np.log(x)) + plt.show() + +plot_log() +``` + +Maintenant, exécutons le script et investiguons via le débogueur + +```{code-block} ipython +:class: no-execute +> (6)plot_log() +-> fig, ax = plt.subplots() +(Pdb) n +> (7)plot_log() +-> x = np.logspace(1, 2, 10) +(Pdb) n +> (8)plot_log() +-> ax.plot(x, np.log(x)) +(Pdb) x +array([ 10. , 12.91549665, 16.68100537, 21.5443469 , + 27.82559402, 35.93813664, 46.41588834, 59.94842503, + 77.42636827, 100. ]) +``` + +Nous avons utilisé `n` deux fois pour avancer pas à pas dans le code (une ligne à la fois). + +Puis nous avons affiché la valeur de `x` pour voir ce qui se passait avec cette variable. + +Pour quitter le débogueur, utilisez `q`. + +### Autres commandes magiques utiles + +Dans ce cours, nous avons utilisé la commande magique IPython `%debug`. + +Il existe de nombreuses autres commandes magiques utiles : + +* `%precision 4` définit la précision d'affichage des flottants à 4 décimales +* `%whos` donne une liste des variables et de leurs valeurs +* `%quickref` donne une liste des commandes magiques + +La liste complète des commandes magiques est [ici](https://ipython.readthedocs.io/en/stable/interactive/magics.html). + + +## Gestion des erreurs + +```{index} single: Python; Handling Errors +``` + +Il est parfois possible d'anticiper les bogues et les erreurs au moment où nous écrivons le code. + +Par exemple, la variance empirique non biaisée de l'échantillon $y_1, \ldots, y_n$ +est définie comme + +$$ +s^2 := \frac{1}{n-1} \sum_{i=1}^n (y_i - \bar y)^2 +\qquad \bar y = \text{ moyenne empirique} +$$ + +Cela peut être calculé dans NumPy en utilisant `np.var`. + +Mais si vous écriviez une fonction pour gérer un tel calcul, vous pourriez +anticiper une erreur de division par zéro lorsque la taille de l'échantillon est égale à un. + +Une action possible est de ne rien faire --- le programme va simplement planter et afficher un message d'erreur. + +Mais il vaut parfois la peine d'écrire votre code de manière à anticiper et à gérer les erreurs d'exécution qui pourraient survenir selon vous. + +Pourquoi ? + +* Parce que les informations de débogage fournies par l'interpréteur sont souvent moins utiles que celles qui peuvent être fournies par un message d'erreur bien rédigé. +* Parce que les erreurs qui provoquent l'arrêt de l'exécution interrompent les flux de travail. +* Parce que cela réduit la confiance de vos utilisateurs dans votre code (si vous écrivez pour d'autres). + + +Dans cette section, nous discuterons des différents types d'erreurs en Python et des techniques pour gérer les erreurs potentielles dans nos programmes. + +### Les erreurs en Python + +Nous avons vu `AttributeError` et `NameError` dans {any}`nos exemples précédents `. + +En Python, il existe deux types d'erreurs -- les erreurs de syntaxe et les exceptions. + +```{index} single: Python; Exceptions +``` + +Voici un exemple d'un type d'erreur courant + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +def f: +``` + +Comme une syntaxe illégale ne peut pas être exécutée, une erreur de syntaxe met fin à l'exécution du programme. + +Voici un autre type d'erreur, sans rapport avec la syntaxe + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +1 / 0 +``` + +En voici une autre + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +x1 = y1 +``` + +Et encore une autre + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +'foo' + 6 +``` + +Et encore une autre + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +X = [] +x = X[0] +``` + +À chaque occasion, l'interpréteur nous informe du type d'erreur + +* `NameError`, `TypeError`, `IndexError`, `ZeroDivisionError`, etc. + +En Python, ces erreurs sont appelées des *exceptions*. + +### Assertions + +```{index} single: Python; Assertions +``` + +Parfois, les erreurs peuvent être évitées en vérifiant si votre programme s'exécute comme prévu. + +Un moyen relativement simple de gérer les vérifications est le mot-clé `assert`. + +Par exemple, imaginons un instant que la fonction `np.var` n'existe +pas et que nous devons écrire la nôtre + +```{code-cell} python3 +def var(y): + n = len(y) + assert n > 1, 'Sample size must be greater than one.' + return np.sum((y - y.mean())**2) / float(n-1) +``` + +Si nous exécutons ceci avec un tableau de longueur un, le programme se terminera et +affichera notre message d'erreur + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +var([1]) +``` + +L'avantage est que nous pouvons + +* échouer tôt, dès que nous savons qu'il y aura un problème +* fournir des informations spécifiques sur la raison de l'échec d'un programme + +### Gestion des erreurs pendant l'exécution + +```{index} single: Python; Runtime Errors +``` + +L'approche utilisée ci-dessus est un peu limitée, car elle conduit toujours à +la terminaison. + +Parfois, nous pouvons gérer les erreurs de manière plus élégante, en traitant les cas particuliers. + +Voyons comment cela se fait. + +#### Capturer les exceptions + +Nous pouvons capturer et traiter les exceptions à l'aide de blocs `try` -- `except`. + +Voici un exemple simple + +```{code-cell} python3 +def f(x): + try: + return 1.0 / x + except ZeroDivisionError: + print('Error: division by zero. Returned None') + return None +``` + +Lorsque nous appelons `f`, nous obtenons la sortie suivante + +```{code-cell} python3 +f(2) +``` + +```{code-cell} python3 +f(0) +``` + +```{code-cell} python3 +f(0.0) +``` + +L'erreur est capturée et l'exécution du programme n'est pas interrompue. + +Notez que les autres types d'erreurs ne sont pas capturés. + +Si nous craignons que l'utilisateur passe une chaîne de caractères, nous pouvons également capturer cette erreur + +```{code-cell} python3 +def f(x): + try: + return 1.0 / x + except ZeroDivisionError: + print('Error: Division by zero. Returned None') + except TypeError: + print(f'Error: x cannot be of type {type(x)}. Returned None') + return None +``` + +Voici ce qui se passe + +```{code-cell} python3 +f(2) +``` + +```{code-cell} python3 +f(0) +``` + +```{code-cell} python3 +f('foo') +``` + +Si nous nous sentons paresseux, nous pouvons capturer ces erreurs ensemble + +```{code-cell} python3 +def f(x): + try: + return 1.0 / x + except: + print(f'Error. An issue has occurred with x = {x} of type: {type(x)}') + return None +``` + +Voici ce qui se passe + +```{code-cell} python3 +f(2) +``` + +```{code-cell} python3 +f(0) +``` + +```{code-cell} python3 +f('foo') +``` + +En général, il vaut mieux être précis. + + +## Exercices + +```{exercise-start} +:label: debug_ex1 +``` + +Supposons que nous ayons un fichier texte `numbers.txt` contenant les lignes suivantes + +```{code-block} none +:class: no-execute + +prices +3 +8 + +7 +21 +``` + +En utilisant `try` -- `except`, écrivez un programme qui lit le contenu du fichier et additionne les nombres, en ignorant les lignes sans nombres. + +Vous pouvez utiliser la fonction `open()` que nous avons apprise {any}`précédemment` pour ouvrir `numbers.txt`. +```{exercise-end} +``` + + +```{solution-start} debug_ex1 +:class: dropdown +``` + +Enregistrons d'abord les données + +```{code-cell} python3 +%%file numbers.txt +prices +3 +8 + +7 +21 +``` + +```{code-cell} python3 +f = open('numbers.txt') + +total = 0.0 +for line in f: + try: + total += float(line) + except ValueError: + pass + +f.close() + +print(total) +``` + +```{solution-end} +``` \ No newline at end of file diff --git a/lectures/functions.md b/lectures/functions.md new file mode 100644 index 0000000..7e3f2b6 --- /dev/null +++ b/lectures/functions.md @@ -0,0 +1,717 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: Fonctions + headings: + Overview: Vue d'ensemble + Function Basics: Les bases des fonctions + Function Basics::Built-In Functions: Fonctions intégrées + Function Basics::Third Party Functions: Fonctions tierces + Defining Functions: Définir des fonctions + Defining Functions::Basic Syntax: Syntaxe de base + Defining Functions::Keyword Arguments: Arguments par mot-clé + Defining Functions::The Flexibility of Python Functions: La flexibilité des fonctions Python + 'Defining Functions::One-Line Functions: `lambda`': "Fonctions en une ligne\_: `lambda`" + Defining Functions::Why Write Functions?: "Pourquoi écrire des fonctions\_?" + Applications: Applications + Applications::Random Draws: Tirages aléatoires + Applications::Adding Conditions: Ajouter des conditions + Recursive Function Calls (Advanced): Appels de fonction récursifs (Avancé) + Exercises: Exercices + Advanced Exercises: Exercices avancés +--- + +(functions)= +```{raw} jupyter + +``` + +# Fonctions + +```{index} single: Python; Fonctions définies par l'utilisateur +``` + +## Vue d'ensemble + +Les fonctions sont une construction extrêmement utile fournie par presque tous les langages de programmation. + +Nous avons déjà rencontré plusieurs fonctions, telles que + +* la fonction `sqrt()` de NumPy et +* la fonction intégrée `print()` + +Dans ce cours, nous allons + +1. traiter les fonctions de manière systématique et couvrir la syntaxe et les cas d'usage, et +2. apprendre à construire nos propres fonctions définies par l'utilisateur. + +Nous utiliserons les importations suivantes. + +```{code-cell} ipython +import numpy as np +import matplotlib.pyplot as plt +``` + +## Les bases des fonctions + +Une fonction est une section nommée d'un programme qui implémente une tâche spécifique. + +De nombreuses fonctions existent déjà et nous pouvons les utiliser telles quelles. + +Nous passerons d'abord en revue ces fonctions, puis nous discuterons de la façon dont nous pouvons construire les nôtres. + +### Fonctions intégrées + +Python possède un certain nombre de fonctions **intégrées** qui sont disponibles sans `import`. + +Nous en avons déjà rencontré quelques-unes + +```{code-cell} python3 +max(19, 20) +``` + +```{code-cell} python3 +print('foobar') +``` + +```{code-cell} python3 +str(22) +``` + +```{code-cell} python3 +type(22) +``` + +La liste complète des fonctions intégrées de Python se trouve [ici](https://docs.python.org/3/library/functions.html). + + +### Fonctions tierces + +Si les fonctions intégrées ne couvrent pas nos besoins, nous devons soit importer +des fonctions, soit créer les nôtres. + +Des exemples d'importation et d'utilisation de fonctions ont été donnés dans le {doc}`cours précédent ` + +En voici un autre, qui teste si une année donnée est bissextile : + +```{code-cell} python3 +import calendar +calendar.isleap(2024) +``` + +## Définir des fonctions + +Dans de nombreux cas, il est utile de pouvoir définir nos propres fonctions. + +Commençons par discuter de la façon de procéder. + +### Syntaxe de base + +Voici une fonction Python très simple, qui implémente la fonction mathématique $f(x) = 2 x + 1$ + +```{code-cell} python3 +def f(x): + return 2 * x + 1 +``` + +Maintenant que nous avons défini cette fonction, *appelons*-la et vérifions si elle fait ce que nous attendons : + +```{code-cell} python3 +f(1) +``` + +```{code-cell} python3 +f(10) +``` + +Voici une fonction plus longue, qui calcule la valeur absolue d'un nombre donné. + +(Une telle fonction existe déjà en tant que fonction intégrée, mais écrivons la nôtre pour +l'exercice.) + +```{code-cell} python3 +def new_abs_function(x): + if x < 0: + abs_value = -x + else: + abs_value = x + return abs_value +``` + +Passons en revue la syntaxe ici. + +* `def` est un mot-clé Python utilisé pour commencer les définitions de fonctions. +* `def new_abs_function(x):` indique que la fonction s'appelle `new_abs_function` et qu'elle possède un seul argument `x`. +* Le code indenté est un bloc de code appelé le *corps de la fonction*. +* Le mot-clé `return` indique que `abs_value` est l'objet qui doit être renvoyé au code appelant. + +Toute cette définition de fonction est lue par l'interpréteur Python et stockée en mémoire. + +Appelons-la pour vérifier qu'elle fonctionne : + +```{code-cell} python3 +print(new_abs_function(3)) +print(new_abs_function(-3)) +``` + + +Notez qu'une fonction peut avoir un nombre arbitraire d'instructions `return` (y compris zéro). + +L'exécution de la fonction se termine dès que le premier `return` est atteint, ce qui permet +un code comme dans l'exemple suivant + +```{code-cell} python3 +def f(x): + if x < 0: + return 'negative' + return 'nonnegative' +``` + +(Écrire des fonctions avec plusieurs instructions `return` est généralement déconseillé, car +cela peut rendre la logique difficile à suivre.) + +Les fonctions sans instruction `return` renvoient automatiquement l'objet Python spécial `None`. + +(pos_args)= +### Arguments par mot-clé + +```{index} single: Python; arguments par mot-clé +``` + +Dans un {ref}`cours précédent `, vous avez rencontré l'instruction + +```{code-block} python3 +:class: no-execute + +plt.plot(x, 'b-', label="white noise") +``` + +Dans cet appel à la fonction `plot` de Matplotlib, remarquez que le dernier argument est passé avec la syntaxe `name=argument`. + +C'est ce qu'on appelle un *argument par mot-clé*, avec `label` comme mot-clé. + +Les arguments non-mot-clé sont appelés *arguments positionnels*, car leur signification +est déterminée par l'ordre + +* `plot(x, 'b-')` diffère de `plot('b-', x)` + +Les arguments par mot-clé sont particulièrement utiles lorsqu'une fonction possède beaucoup d'arguments, auquel cas il est difficile de se souvenir du bon ordre. + +Vous pouvez adopter les arguments par mot-clé dans les fonctions définies par l'utilisateur sans aucune difficulté. + +L'exemple suivant illustre la syntaxe + +```{code-cell} python3 +def f(x, a=1, b=1): + return a + b * x +``` + +Les valeurs des arguments par mot-clé que nous avons fournies dans la définition de `f` deviennent les valeurs par défaut + +```{code-cell} python3 +f(2) +``` + +Elles peuvent être modifiées comme suit + +```{code-cell} python3 +f(2, a=4, b=5) +``` + +### La flexibilité des fonctions Python + +Comme nous en avons discuté dans le {ref}`cours précédent `, les fonctions Python sont très flexibles. + +En particulier + +* N'importe quel nombre de fonctions peut être défini dans un fichier donné. +* Les fonctions peuvent être (et sont souvent) définies à l'intérieur d'autres fonctions. +* N'importe quel objet peut être passé à une fonction comme argument, y compris d'autres fonctions. +* Une fonction peut renvoyer n'importe quel type d'objet, y compris des fonctions. + +Nous donnerons des exemples montrant à quel point il est simple de passer une fonction à +une fonction dans les sections suivantes. + +### Fonctions en une ligne : `lambda` + +```{index} single: Python; fonctions lambda +``` + +Le mot-clé `lambda` est utilisé pour créer des fonctions simples sur une seule ligne. + +Par exemple, les définitions + +```{code-cell} python3 +def f(x): + return x**3 +``` + +et + +```{code-cell} python3 +f = lambda x: x**3 +``` + +sont entièrement équivalentes. + +Pour comprendre pourquoi `lambda` est utile, supposons que nous voulions calculer $\int_0^2 x^3 dx$ (et que nous ayons oublié notre calcul infinitésimal du lycée). + +La bibliothèque SciPy possède une fonction appelée `quad` qui effectuera ce calcul pour nous. + +La syntaxe de la fonction `quad` est `quad(f, a, b)` où `f` est une fonction et `a` et `b` sont des nombres. + +Pour créer la fonction $f(x) = x^3$ nous pouvons utiliser `lambda` comme suit + +```{code-cell} python3 +from scipy.integrate import quad + +quad(lambda x: x**3, 0, 2) +``` + +Ici, la fonction créée par `lambda` est dite *anonyme* car elle n'a jamais reçu de nom. + + +### Pourquoi écrire des fonctions ? + +Les fonctions définies par l'utilisateur sont importantes pour améliorer la clarté de votre code en + +* séparant les différents fils de la logique +* facilitant la réutilisation du code + +(Écrire deux fois la même chose est [presque toujours une mauvaise idée](https://en.wikipedia.org/wiki/Don%27t_repeat_yourself)) + +Nous en dirons plus à ce sujet {doc}`plus tard `. + +## Applications + +### Tirages aléatoires + +Considérons à nouveau ce code du {doc}`cours précédent ` + +```{code-cell} python3 +rng = np.random.default_rng() + +ts_length = 100 +ϵ_values = [] # liste vide + +for i in range(ts_length): + e = rng.standard_normal() + ϵ_values.append(e) + +plt.plot(ϵ_values) +plt.show() +``` + +Nous allons décomposer ce programme en deux parties : + +1. Une fonction définie par l'utilisateur qui génère une liste de variables aléatoires. +1. La partie principale du programme qui + 1. appelle cette fonction pour obtenir des données + 1. trace les données + +Ceci est réalisé dans le programme suivant + +(funcloopprog)= +```{code-cell} python3 +def generate_data(n): + ϵ_values = [] + for i in range(n): + e = rng.standard_normal() + ϵ_values.append(e) + return ϵ_values + +data = generate_data(100) +plt.plot(data) +plt.show() +``` + +Lorsque l'interpréteur atteint l'expression `generate_data(100)`, il exécute le corps de la fonction avec `n` fixé à 100. + +Le résultat net est que le nom `data` est *lié* à la liste `ϵ_values` renvoyée par la fonction. + +### Ajouter des conditions + +```{index} single: Python; Conditions +``` + +Notre fonction `generate_data()` est plutôt limitée. + +Rendons-la légèrement plus utile en lui donnant la capacité de renvoyer soit des lois normales centrées réduites, soit des variables aléatoires uniformes sur $(0, 1)$ selon les besoins. + +Ceci est réalisé dans le morceau de code suivant. + +(funcloopprog2)= +```{code-cell} python3 +def generate_data(n, generator_type): + ϵ_values = [] + for i in range(n): + if generator_type == 'U': + e = rng.uniform(0, 1) + else: + e = rng.standard_normal() + ϵ_values.append(e) + return ϵ_values + +data = generate_data(100, 'U') +plt.plot(data) +plt.show() +``` + +Espérons que la syntaxe de la clause if/else soit explicite, l'indentation délimitant à nouveau l'étendue des blocs de code. + +Notes + +* Nous passons l'argument `U` sous forme de chaîne de caractères, c'est pourquoi nous l'écrivons `'U'`. +* Remarquez que l'égalité est testée avec la syntaxe `==`, et non `=`. + * Par exemple, l'instruction `a = 10` assigne le nom `a` à la valeur `10`. + * L'expression `a == 10` s'évalue à `True` ou `False`, selon la valeur de `a`. + +Maintenant, il existe plusieurs façons de simplifier le code ci-dessus. + +Par exemple, nous pouvons nous débarrasser complètement des conditions en passant simplement le type de générateur souhaité sous forme de fonction, de méthode, ou d'un autre objet [appelable](https://typing.python.org/en/latest/spec/callables.html). + +Pour comprendre cela, considérons la version suivante. + +(test_program_6)= +```{code-cell} python3 +def generate_data(n, generator_type): + ϵ_values = [] + for i in range(n): + e = generator_type() + ϵ_values.append(e) + return ϵ_values + +data = generate_data(100, rng.uniform) +plt.plot(data) +plt.show() +``` + +Maintenant, lorsque nous appelons la fonction `generate_data()`, nous passons `rng.uniform` +comme deuxième argument. + +Cet objet est un *appelable* — c'est-à-dire un objet qui peut être appelé en utilisant des parenthèses. + +Lorsque l'appel de fonction `generate_data(100, rng.uniform)` est exécuté, Python exécute le bloc de code de la fonction avec `n` égal à 100 et le nom `generator_type` « lié » à l'appelable `rng.uniform`. + +* Pendant l'exécution de ces lignes, les noms `generator_type` et `rng.uniform` sont des « synonymes », et peuvent être utilisés de manière identique. + +Ce principe fonctionne de manière plus générale — par exemple, considérons le morceau de code suivant + +```{code-cell} python3 +max(7, 2, 4) # max() est une fonction Python intégrée +``` + +```{code-cell} python3 +m = max +m(7, 2, 4) +``` + +Ici, nous avons créé un autre nom pour la fonction intégrée `max()`, qui pouvait +ensuite être utilisé de manière identique. + +Dans le contexte de notre programme, la capacité de lier des noms à des fonctions, ou plus généralement à des objets appelables, signifie qu'il n'y a aucun problème à passer un objet appelable comme argument à un autre appelable — comme nous l'avons fait avec `rng.uniform` ci-dessus. + + +(recursive_functions)= +## Appels de fonction récursifs (Avancé) + +```{index} single: Python; Récursion +``` + +Ceci est un sujet avancé que vous pouvez ignorer sans problème. + +En même temps, c'est une idée élégante que vous devriez apprendre à un moment ou à un autre de +votre carrière de programmeur. + +Fondamentalement, une fonction récursive est une fonction qui s'appelle elle-même. + +Par exemple, considérons le problème du calcul de $x_t$ pour un certain t lorsque + +```{math} +:label: xseqdoub + +x_{t+1} = 2 x_t, \quad x_0 = 1 +``` + +De toute évidence, la réponse est $2^t$. + +Nous pouvons calculer cela assez facilement avec une boucle + +```{code-cell} python3 +def x_loop(t): + x = 1 + for i in range(t): + x = 2 * x + return x +``` + +Nous pouvons aussi utiliser une solution récursive, comme suit + +```{code-cell} python3 +def x(t): + if t == 0: + return 1 + else: + return 2 * x(t-1) +``` + +Ce qui se passe ici, c'est que chaque appel successif utilise son propre *cadre* (*frame*) dans la *pile* (*stack*) + +* un cadre est l'endroit où sont conservées les variables locales d'un appel de fonction donné +* la pile est la mémoire utilisée pour traiter les appels de fonction + * une file d'attente First In Last Out (FILO) + +Cet exemple est quelque peu artificiel, car la première solution (itérative) serait généralement préférée à la solution récursive. + +Nous rencontrerons plus tard des applications de la récursion moins artificielles. + + +(factorial_exercise)= +## Exercices + +```{exercise-start} +:label: func_ex1 +``` + +Rappelez-vous que $n!$ se lit « $n$ factorielle » et est défini comme +$n! = n \times (n - 1) \times \cdots \times 2 \times 1$. + +Nous ne considérerons ici $n$ que comme un entier positif. + +Il existe des fonctions pour calculer cela dans divers modules, mais +écrivons notre propre version en guise d'exercice. + +En particulier, écrivez une fonction `factorial` telle que `factorial(n)` renvoie $n!$ +pour tout entier positif $n$. + +```{exercise-end} +``` + + +```{solution-start} func_ex1 +:class: dropdown +``` + +Voici une solution : + +```{code-cell} python3 +def factorial(n): + k = 1 + for i in range(n): + k = k * (i + 1) + return k + +factorial(4) +``` + + +```{solution-end} +``` + + +```{exercise-start} +:label: func_ex2 +``` + +La [variable aléatoire binomiale](https://en.wikipedia.org/wiki/Binomial_distribution) $Y \sim Bin(n, p)$ représente le nombre de succès dans $n$ essais binaires, où chaque essai réussit avec probabilité $p$. + +En utilisant `rng = np.random.default_rng()`, écrivez une fonction +`binomial_rv` telle que `binomial_rv(n, p)` génère un tirage de $Y$. + +```{hint} +:class: dropdown + +Si $U$ est uniforme sur $(0, 1)$ et $p \in (0,1)$, alors l'expression `U < p` s'évalue à `True` avec probabilité $p$. +``` + +```{exercise-end} +``` + + +```{solution-start} func_ex2 +:class: dropdown +``` + +Voici une solution : + +```{code-cell} python3 +rng = np.random.default_rng() + +def binomial_rv(n, p): + count = 0 + for i in range(n): + U = rng.uniform() + if U < p: + count = count + 1 # Ou count += 1 + return count + +binomial_rv(10, 0.5) +``` + +```{solution-end} +``` + + +```{exercise-start} +:label: func_ex3 +``` + +D'abord, écrivez une fonction qui renvoie une réalisation du dispositif aléatoire suivant + +1. Lancez une pièce non biaisée 10 fois. +1. Si une face (pile) apparaît `k` fois ou plus consécutivement dans cette séquence au moins une fois, payez un dollar. +1. Sinon, ne payez rien. + +Ensuite, écrivez une autre fonction qui effectue la même tâche sauf que la deuxième règle du dispositif aléatoire ci-dessus devient + +- Si une face (pile) apparaît `k` fois ou plus dans cette séquence, payez un dollar. + +Utilisez `rng = np.random.default_rng()` pour générer des nombres aléatoires. + +```{exercise-end} +``` + +```{solution-start} func_ex3 +:class: dropdown +``` + +Voici une fonction pour le premier dispositif aléatoire. + + + + +```{code-cell} python3 +rng = np.random.default_rng() + +def draw(k): # paie si k succès consécutifs dans une séquence + + payoff = 0 + count = 0 + + for i in range(10): + U = rng.uniform() + count = count + 1 if U < 0.5 else 0 + print(count) # affiche les comptes pour plus de clarté + if count == k: + payoff = 1 + + return payoff + +draw(3) +``` + +Voici une autre fonction pour le deuxième dispositif aléatoire. + +```{code-cell} python3 +def draw_new(k): # paie si k succès dans une séquence + + payoff = 0 + count = 0 + + for i in range(10): + U = rng.uniform() + count = count + ( 1 if U < 0.5 else 0 ) + print(count) + if count == k: + payoff = 1 + + return payoff + +draw_new(3) +``` + +```{solution-end} +``` + + +## Exercices avancés + +Dans les exercices suivants, nous écrirons ensemble des fonctions récursives. + + +```{exercise-start} +:label: func_ex4 +``` + +Les nombres de Fibonacci sont définis par + +```{math} +:label: fib + +x_{t+1} = x_t + x_{t-1}, \quad x_0 = 0, \; x_1 = 1 +``` + +Les premiers nombres de la suite sont $0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 55$. + +Écrivez une fonction pour calculer récursivement le $t$-ième nombre de Fibonacci pour tout $t$. + +```{exercise-end} +``` + +```{solution-start} func_ex4 +:class: dropdown +``` + +Voici la solution standard + +```{code-cell} python3 +def x(t): + if t == 0: + return 0 + if t == 1: + return 1 + else: + return x(t-1) + x(t-2) +``` + +Testons-la + +```{code-cell} python3 +print([x(i) for i in range(10)]) +``` + +```{solution-end} +``` + +```{exercise-start} +:label: func_ex5 +``` + +Réécrivez la fonction `factorial()` de l'[Exercice 1](factorial_exercise) en utilisant la récursion. + +```{exercise-end} +``` + +```{solution-start} func_ex5 +:class: dropdown +``` + +Voici la solution standard + +```{code-cell} python3 +def recursion_factorial(n): + if n == 1: + return n + else: + return n * recursion_factorial(n-1) +``` + +Testons-la + +```{code-cell} python3 +print([recursion_factorial(i) for i in range(1, 10)]) +``` + +```{solution-end} +``` \ No newline at end of file diff --git a/lectures/getting_started.md b/lectures/getting_started.md new file mode 100644 index 0000000..c05556a --- /dev/null +++ b/lectures/getting_started.md @@ -0,0 +1,603 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: Premiers pas + headings: + Overview: Vue d'ensemble + Python in the Cloud: Python dans le cloud + Local Install: Installation locale + Local Install::The Anaconda Distribution: La distribution Anaconda + Local Install::Installing Anaconda: Installer Anaconda + Local Install::Updating `conda`: Mettre à jour `conda` + Jupyter Notebooks: Notebooks Jupyter + Jupyter Notebooks::Starting the Jupyter Notebook: Démarrer le notebook Jupyter + Jupyter Notebooks::Notebook Basics: Bases du notebook + Jupyter Notebooks::Notebook Basics::Running Cells: Exécuter des cellules + Jupyter Notebooks::Notebook Basics::Modal Editing: Édition modale + Jupyter Notebooks::Notebook Basics::Inserting Unicode (e.g., Greek Letters): Insérer de l'Unicode (par exemple, des lettres grecques) + Jupyter Notebooks::Notebook Basics::A Test Program: Un programme de test + Jupyter Notebooks::Working with the Notebook: Travailler avec le notebook + Jupyter Notebooks::Working with the Notebook::Tab Completion: Complétion par tabulation + Jupyter Notebooks::Working with the Notebook::On-Line Help: Aide en ligne + Jupyter Notebooks::Working with the Notebook::Other Content: Autre contenu + Jupyter Notebooks::Debugging Code: Déboguer du code + Jupyter Notebooks::Sharing Notebooks: Partager des notebooks + Jupyter Notebooks::QuantEcon Notes: QuantEcon Notes + Installing Libraries: Installer des bibliothèques + Working with Python Files: Travailler avec des fichiers Python + Working with Python Files::Editing and Execution: Édition et exécution + 'Working with Python Files::Editing and Execution::Option 1: JupyterLab': "Option 1\_: JupyterLab" + 'Working with Python Files::Editing and Execution::Option 2: Using a Text Editor': "Option 2\_: Utiliser un éditeur de texte" + Exercises: Exercices +--- + +(getting_started)= +```{raw} jupyter + +``` + + + + + + +# Premiers pas + +```{index} single: Python +``` + +## Vue d'ensemble + +Dans ce cours, vous apprendrez comment + +1. utiliser Python dans le cloud +1. mettre en place un environnement Python local et le faire fonctionner +1. exécuter des commandes Python simples +1. exécuter un programme d'exemple +1. installer les bibliothèques de code qui sous-tendent ces cours + +## Python dans le cloud + +La façon la plus simple de commencer à coder en Python est de l'exécuter dans le cloud. + +(C'est-à-dire en utilisant un serveur distant sur lequel Python est déjà installé.) + +Une option à la fois gratuite et fiable est [Google Colab](https://colab.research.google.com/). + +Colab a également l'avantage de fournir des GPU, que nous utiliserons dans des cours plus avancés. + +Des tutoriels sur la façon de débuter avec Google Colab peuvent être trouvés grâce à des recherches sur le web et par vidéo. + +La plupart de nos cours incluent un bouton « Launch notebook » (avec une icône de lecture) en haut à droite qui vous connecte à une version exécutable sur Colab. + + +## Installation locale + +Les installations locales sont préférables si vous avez accès à une machine adaptée et prévoyez de faire une quantité substantielle de programmation Python. + +En même temps, les installations locales demandent plus de travail qu'une option cloud comme Colab. + +Le reste de ce cours vous guide à travers certains détails associés aux installations locales. + + +### La distribution Anaconda + +Le [paquet Python de base](https://www.python.org/downloads/) est facile à installer mais *n'est pas* ce que vous devriez choisir pour ces cours. + +Ces cours nécessitent l'ensemble de l'écosystème de programmation scientifique, qui + +* n'est pas fourni par l'installation de base +* est pénible à installer pièce par pièce. + +Ainsi, la meilleure approche pour nos besoins est d'installer une distribution Python qui contient + +1. le langage Python de base **et** +1. des versions compatibles des bibliothèques scientifiques les plus populaires. + +La meilleure distribution de ce type est [Anaconda Python](https://www.anaconda.com/). + +Anaconda est + +* très populaire +* multiplateforme +* complète +* totalement sans rapport avec la [chanson de Nicki Minaj du même nom](https://www.youtube.com/watch?v=LDZX4ooRsWs) + +Anaconda est également livré avec un système de gestion de paquets pour organiser vos bibliothèques de code. + +**Tout ce qui suit suppose que vous adoptez cette recommandation !** + +(install_anaconda)= +### Installer Anaconda + +```{index} single: Python; Anaconda +``` + +Pour installer Anaconda, [téléchargez](https://www.anaconda.com/download) le binaire et suivez les instructions. + +Points importants : + +* Assurez-vous d'installer la version correcte pour votre système d'exploitation. +* Si on vous demande pendant le processus d'installation si vous souhaitez faire d'Anaconda votre installation Python par défaut, répondez oui. + +### Mettre à jour `conda` + +Anaconda fournit un outil appelé `conda` pour gérer et mettre à niveau vos paquets Anaconda. + +Une commande `conda` que vous devriez exécuter régulièrement est celle qui met à jour l'ensemble de la distribution Anaconda. + +À titre d'exercice pratique, veuillez exécuter ce qui suit + +1. Ouvrez un terminal +1. Tapez `conda update conda` + +Pour plus d'informations sur conda, tapez conda help dans un terminal. + +(ipython_notebook)= +## {index}`Notebooks Jupyter ` + +```{index} single: Python; IPython +``` + +```{index} single: IPython +``` + +```{index} single: Jupyter +``` + +Les notebooks [Jupyter](https://jupyter.org/) sont l'une des nombreuses façons possibles d'interagir avec Python et les bibliothèques scientifiques. + +Ils utilisent une interface *basée sur le navigateur* pour Python avec + +* La capacité d'écrire et d'exécuter des commandes Python. +* Une sortie formatée dans le navigateur, incluant tableaux, figures, animations, etc. +* La possibilité d'y mêler du texte formaté et des expressions mathématiques. + +Grâce à ces fonctionnalités, Jupyter est aujourd'hui un acteur majeur de l'écosystème du calcul scientifique. + +Voici une image montrant l'exécution de code (emprunté [ici](https://matplotlib.org/stable/gallery/statistics/hexbin_demo.html)) dans un notebook Jupyter + +```{figure} /_static/lecture_specific/getting_started/jp_demo.png +:figclass: auto +``` + +Bien que Jupyter ne soit pas la seule façon de coder en Python, il est idéal lorsque vous souhaitez + +* commencer à coder en Python +* tester de nouvelles idées ou interagir avec de petits morceaux de code +* utiliser de puissants environnements interactifs en ligne tels que [Google Colab](https://research.google.com/colaboratory/) +* partager ou collaborer sur des idées scientifiques avec des étudiants ou des collègues + +Ces cours sont conçus pour être exécutés dans des notebooks Jupyter. + +### Démarrer le notebook Jupyter + +```{index} single: Jupyter Notebook; Setup +``` + +Une fois Anaconda installé, vous pouvez démarrer le notebook Jupyter. + +Soit + +* recherchez Jupyter dans votre menu d'applications, soit +* ouvrez un terminal et tapez `jupyter notebook` + * Les utilisateurs de Windows devraient remplacer « terminal » par « invite de commande Anaconda » dans la ligne précédente. + +Si vous utilisez la seconde option, vous verrez quelque chose comme ceci + +```{figure} /_static/lecture_specific/getting_started/starting_nb.png +:figclass: terminal +``` + +La sortie nous indique que le notebook s'exécute à `http://localhost:8888/` + +* `localhost` est le nom de la machine locale +* `8888` fait référence au [numéro de port](https://en.wikipedia.org/wiki/Port_%28computer_networking%29) 8888 de votre ordinateur + +Ainsi, le kernel Jupyter écoute les commandes Python sur le port 8888 de notre machine locale. + +Avec un peu de chance, votre navigateur par défaut s'est également ouvert avec une page web qui ressemble à ceci + +```{figure} /_static/lecture_specific/getting_started/nb.png +:figclass: auto +``` + +Ce que vous voyez ici s'appelle le *tableau de bord* Jupyter. + +Si vous regardez l'URL en haut, elle devrait être `localhost:8888` ou similaire, correspondant au message ci-dessus. + +En supposant que tout cela a bien fonctionné, vous pouvez maintenant cliquer sur `New` en haut à droite et sélectionner `Python 3` ou similaire. + +Voici ce qui apparaît sur notre machine : + +```{figure} /_static/lecture_specific/getting_started/nb2.png +:figclass: auto +``` + +Le notebook affiche une *cellule active*, dans laquelle vous pouvez taper des commandes Python. + +### Bases du notebook + +```{index} single: Jupyter Notebook; Basics +``` + +Commençons par la manière d'éditer du code et d'exécuter des programmes simples. + +#### Exécuter des cellules + +Remarquez que, dans la figure précédente, la cellule est entourée d'une bordure verte. + +Cela signifie que la cellule est en *mode édition*. + +Dans ce mode, tout ce que vous tapez apparaîtra dans la cellule avec le curseur clignotant. + +Lorsque vous êtes prêt à exécuter le code d'une cellule, appuyez sur `Shift-Enter` au lieu du `Enter` habituel. + +```{figure} /_static/lecture_specific/getting_started/nb3.png +:figclass: auto +``` + +```{note} +Il existe également des options de menu et de bouton pour exécuter le code d'une cellule que vous pouvez trouver en explorant. +``` + +#### Édition modale + +La prochaine chose à comprendre à propos du notebook Jupyter est qu'il utilise un système d'édition *modal*. + +Cela signifie que l'effet de la frappe au clavier **dépend du mode dans lequel vous vous trouvez**. + +Les deux modes sont + +1. Le mode édition + * Indiqué par une bordure verte autour d'une cellule, plus un curseur clignotant + * Tout ce que vous tapez apparaît tel quel dans cette cellule + +1. Le mode commande + * La bordure verte est remplacée par une bordure bleue + * Les frappes sont interprétées comme des commandes --- par exemple, taper `b` ajoute une nouvelle cellule sous celle en cours + +Pour passer + +* au mode commande depuis le mode édition, appuyez sur la touche `Esc` ou `Ctrl-M` +* au mode édition depuis le mode commande, appuyez sur `Enter` ou cliquez dans une cellule + +Le comportement modal du notebook Jupyter est très efficace une fois que vous vous y habituez. + +#### Insérer de l'Unicode (par exemple, des lettres grecques) + +Python prend en charge l'[unicode](https://docs.python.org/3/howto/unicode.html), permettant l'utilisation de caractères tels que $\alpha$ et $\beta$ comme noms dans votre code. + +Dans une cellule de code, essayez de taper `\alpha` puis d'appuyer sur la touche tab de votre clavier. + +(a_test_program)= +#### Un programme de test + +Exécutons un programme de test. + +Voici un programme arbitraire que nous pouvons utiliser : [https://matplotlib.org/stable/gallery/pie_and_polar_charts/polar_bar.html](https://matplotlib.org/stable/gallery/pie_and_polar_charts/polar_bar.html). + +Sur cette page, vous verrez le code suivant + +```{code-cell} ipython +import numpy as np +import matplotlib.pyplot as plt + +# Fixation de l'état aléatoire pour la reproductibilité +np.random.seed(19680801) + +# Calcul des tranches du camembert +N = 20 +θ = np.linspace(0.0, 2 * np.pi, N, endpoint=False) +radii = 10 * np.random.rand(N) +width = np.pi / 4 * np.random.rand(N) +colors = plt.cm.viridis(radii / 10.) + +ax = plt.subplot(111, projection='polar') +ax.bar(θ, radii, width=width, bottom=0.0, color=colors, alpha=0.5) + +plt.show() +``` + +Ne vous souciez pas des détails pour l'instant --- exécutons-le simplement et voyons ce qui se passe. + +La façon la plus simple d'exécuter ce code est de le copier-coller dans une cellule du notebook. + +Avec un peu de chance, vous obtiendrez un graphique similaire. + +### Travailler avec le notebook + +Voici quelques conseils supplémentaires pour travailler avec les notebooks Jupyter. + +#### Complétion par tabulation + +Dans le programme précédent, nous avons exécuté la ligne `import numpy as np` + +* NumPy est une bibliothèque numérique avec laquelle nous travaillerons en profondeur. + +Après cette commande d'importation, les fonctions de NumPy peuvent être accessibles avec une syntaxe du type `np.function_name`. + +* Par exemple, essayez `np.random.randn(3)`. + +Nous pouvons explorer ces attributs de `np` en utilisant la touche `Tab`. + +Par exemple, ici nous tapons `np.random.r` et appuyons sur Tab + +```{figure} /_static/lecture_specific/getting_started/nb6.png +:figclass: auto +``` + +Jupyter propose plusieurs complétions possibles parmi lesquelles choisir. + +De cette manière, la touche Tab vous aide à vous rappeler ce qui est disponible et vous fait aussi gagner de la frappe. + +(gs_help)= +#### Aide en ligne + +```{index} single: Jupyter Notebook; Help +``` + +Pour obtenir de l'aide sur `np.random.randn`, nous pouvons exécuter `np.random.randn?`. + +La documentation apparaît dans une fenêtre divisée du navigateur, comme ceci + +```{figure} /_static/lecture_specific/getting_started/nb6a.png +:figclass: auto +``` + +Cliquer en haut à droite de la partie inférieure divisée ferme l'aide en ligne. + +Nous en apprendrons davantage sur la façon de créer de la documentation comme celle-ci {ref}`plus tard ` ! + +#### Autre contenu + +En plus d'exécuter du code, le notebook Jupyter vous permet d'intégrer du texte, des équations, des figures et même des vidéos dans la page. + +Par exemple, nous pouvons entrer un mélange de texte brut et de LaTeX au lieu de code. + +Ensuite, nous appuyons sur `Esc` pour entrer en mode commande, puis tapons `m` pour indiquer que nous écrivons du [Markdown](https://daringfireball.net/projects/markdown/), un langage de balisage similaire (mais plus simple) au LaTeX. + +(Vous pouvez également utiliser votre souris pour sélectionner `Markdown` dans la liste déroulante `Code` juste en dessous de la liste des éléments de menu) + +```{figure} /_static/lecture_specific/getting_started/nb7.png +:figclass: auto +``` + +Maintenant, nous faisons `Shift+Enter` pour produire ceci + +```{figure} /_static/lecture_specific/getting_started/nb8.png +:figclass: auto +``` + +### Déboguer du code + +```{index} single: Jupyter Notebook; Debugging +``` + +Le débogage est le processus d'identification et de suppression des erreurs d'un programme. + +Vous passerez beaucoup de temps à déboguer du code, il est donc important d'[apprendre à le faire efficacement](https://www.freecodecamp.org/news/what-is-debugging-how-to-debug-code/). + +Si vous utilisez une version plus récente de Jupyter, vous devriez voir une icône de bug à l'extrémité droite de la barre d'outils. + +```{figure} /_static/lecture_specific/getting_started/debug.png +:scale: 50% +:figclass: auto +``` + +Cliquer sur cette icône activera le débogueur Jupyter. + + +```{note} +Vous devrez peut-être aussi ouvrir le panneau du débogueur (View -> Debugger Panel). +``` + +Vous pouvez définir des points d'arrêt en cliquant sur le numéro de ligne de la cellule que vous souhaitez déboguer. + +Lorsque vous exécutez la cellule, le débogueur s'arrêtera au point d'arrêt. + +Vous pouvez ensuite parcourir le code ligne par ligne en utilisant les boutons du bouton « Next » de la barre d'outils CALLSTACK (située dans la fenêtre de droite). + + +```{figure} /_static/lecture_specific/getting_started/debugger_breakpoint.png +:figclass: auto +``` + +Vous pouvez explorer davantage de fonctionnalités du débogueur dans la [documentation Jupyter](https://jupyterlab.readthedocs.io/en/latest/user/debugger.html). + +### Partager des notebooks + +```{index} single: Jupyter Notebook; Sharing +``` + +```{index} single: Jupyter Notebook; nbviewer +``` + +Les fichiers de notebook sont simplement des fichiers texte structurés en [JSON](https://en.wikipedia.org/wiki/JSON) et se terminant généralement par `.ipynb`. + +Vous pouvez les partager de la manière habituelle dont vous partagez des fichiers --- ou en utilisant des services web tels que [nbviewer](https://nbviewer.org/). + +Les notebooks que vous voyez sur ce site sont des représentations html **statiques**. + +Pour en exécuter un, téléchargez-le sous forme de fichier `ipynb` en cliquant sur l'icône de téléchargement en haut à droite. + +Enregistrez-le quelque part, accédez-y depuis le tableau de bord Jupyter puis exécutez-le comme décrit ci-dessus. + +```{note} +Si vous souhaitez partager des notebooks contenant du contenu interactif, vous pourriez vouloir consulter [Binder](https://mybinder.org/). + +Pour collaborer avec d'autres personnes sur des notebooks, vous pourriez jeter un œil à + +- [Google Colab](https://colab.research.google.com/) +- [Kaggle](https://www.kaggle.com/code) + +Pour garder le code privé et utiliser l'interface familière de JupyterLab et Notebook, renseignez-vous sur l'[extension JupyterLab Real-Time Collaboration](https://jupyterlab-realtime-collaboration.readthedocs.io/en/latest/). +``` + +### QuantEcon Notes + +QuantEcon possède son propre site pour partager des notebooks Jupyter liés à l'économie -- [QuantEcon Notes](http://notes.quantecon.org/). + +Les notebooks soumis à QuantEcon Notes peuvent être partagés via un lien, et sont ouverts aux commentaires et aux votes de la communauté. + +## Installer des bibliothèques + +(gs_qe)= +```{index} single: QuantEcon +``` + +La plupart des bibliothèques dont nous avons besoin sont incluses dans Anaconda. + +D'autres bibliothèques peuvent être installées avec `pip` ou `conda`. + +Une bibliothèque que nous utiliserons est [QuantEcon.py](https://quantecon.org/quantecon-py/). + +(gs_install_qe)= +Vous pouvez installer [QuantEcon.py](https://quantecon.org/quantecon-py/) en démarrant Jupyter et en tapant + +```{code-block} ipython3 +:class: no-execute + +!conda install quantecon +``` + +dans une cellule. + +Alternativement, vous pouvez taper ce qui suit dans un terminal + +```{code-block} bash +:class: no-execute + +conda install quantecon +``` + +Plus d'instructions peuvent être trouvées sur la [page de la bibliothèque](https://quantecon.org/quantecon-py/). + +Pour passer à la dernière version, ce que vous devriez faire régulièrement, utilisez + +```{code-block} bash +:class: no-execute + +conda upgrade quantecon +``` + +Une autre bibliothèque que nous utiliserons est [interpolation.py](https://github.com/EconForge/interpolation.py). + +Elle peut être installée en tapant dans Jupyter + +```{code-block} ipython3 +:class: no-execute + +!conda install -c conda-forge interpolation +``` + +## Travailler avec des fichiers Python + +Jusqu'à présent, nous nous sommes concentrés sur l'exécution de code Python saisi dans une cellule de notebook Jupyter. + +Traditionnellement, la plupart du code Python a été exécuté d'une manière différente. + +Le code est d'abord enregistré dans un fichier texte sur une machine locale + +Par convention, ces fichiers texte ont une extension `.py`. + +Nous pouvons créer un exemple d'un tel fichier comme suit : + +```{code-cell} ipython +%%writefile foo.py + +print("foobar") +``` + +Ceci écrit la ligne `print("foobar")` dans un fichier appelé `foo.py` dans le répertoire local. + +Ici, `%%writefile` est un exemple de [cell magic](https://ipython.readthedocs.io/en/stable/interactive/magics.html#cell-magics). + +### Édition et exécution + +Si vous tombez sur du code enregistré dans un fichier `*.py`, vous devrez considérer les questions suivantes : + +1. comment devriez-vous l'exécuter ? +1. Comment devriez-vous le modifier ou l'éditer ? + +#### Option 1 : {index}`JupyterLab ` + +```{index} single: JupyterLab +``` + +[JupyterLab](https://github.com/jupyterlab/jupyterlab) est un environnement de développement intégré construit au-dessus des notebooks Jupyter. + +Avec JupyterLab, vous pouvez éditer et exécuter des fichiers `*.py` ainsi que des notebooks Jupyter. + +Pour démarrer JupyterLab, recherchez-le dans le menu des applications ou tapez `jupyter-lab` dans un terminal. + +Vous devriez maintenant pouvoir ouvrir, éditer et exécuter le fichier `foo.py` créé ci-dessus en l'ouvrant dans JupyterLab. + +Lisez la documentation ou recherchez une vidéo YouTube récente pour trouver plus d'informations. + +#### Option 2 : Utiliser un éditeur de texte + +On peut également éditer des fichiers en utilisant un éditeur de texte puis les exécuter depuis des notebooks Jupyter. + +Un éditeur de texte est une application spécifiquement conçue pour travailler avec des fichiers texte --- tels que des programmes Python. + +Rien ne surpasse la puissance et l'efficacité d'un bon éditeur de texte pour travailler avec du texte de programme. + +Un bon éditeur de texte fournira + +* des commandes d'édition de texte efficaces (par exemple, copier, coller, rechercher et remplacer) +* la coloration syntaxique, etc. + +À l'heure actuelle, un éditeur de texte extrêmement populaire pour coder est [VS Code](https://code.visualstudio.com/). + +VS Code est facile à utiliser dès l'installation et possède de nombreuses extensions de haute qualité. + +Alternativement, si vous voulez un éditeur de texte gratuit exceptionnel et que cela ne vous dérange pas une courbe d'apprentissage apparemment verticale ainsi que de longues journées de peine et de souffrance pendant que toutes vos voies neuronales sont recâblées, essayez [Vim](https://www.vim.org/). + +## Exercices + +```{exercise-start} +:label: gs_ex1 +``` + +Si Jupyter est toujours en cours d'exécution, quittez en utilisant `Ctrl-C` dans le terminal où vous l'avez démarré. + +Maintenant, relancez, mais cette fois en utilisant `jupyter notebook --no-browser`. + +Ceci devrait démarrer le kernel sans lancer le navigateur. + +Notez également le message de démarrage : il devrait vous donner une URL telle que `http://localhost:8888` où le notebook s'exécute. + +Maintenant + +1. Démarrez votre navigateur --- ou ouvrez un nouvel onglet s'il est déjà en cours d'exécution. +1. Entrez l'URL d'en haut (par exemple `http://localhost:8888`) dans la barre d'adresse en haut. + +Vous devriez maintenant pouvoir exécuter une session standard de notebook Jupyter. + +C'est une manière alternative de démarrer le notebook qui peut aussi être pratique. + +Cela peut également fonctionner lorsque vous fermez accidentellement la page web tant que le kernel est toujours en cours d'exécution. + +```{exercise-end} +``` \ No newline at end of file diff --git a/lectures/intro.md b/lectures/intro.md new file mode 100644 index 0000000..6a40262 --- /dev/null +++ b/lectures/intro.md @@ -0,0 +1,21 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: Programmation Python pour l'économie et la finance +--- + +# Programmation Python pour l'économie et la finance + +Ces cours sont les premiers de [l'ensemble des séries de cours](https://quantecon.org/lectures/) proposées par QuantEcon. + +Ils se concentrent sur l'apprentissage de la programmation en Python, en vue d'applications en économie et en finance. + +```{tableofcontents} +``` \ No newline at end of file diff --git a/lectures/jax_intro.md b/lectures/jax_intro.md new file mode 100644 index 0000000..a2bde87 --- /dev/null +++ b/lectures/jax_intro.md @@ -0,0 +1,1022 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst + format_version: 0.13 + jupytext_version: 1.17.2 +kernelspec: + display_name: Python 3 (ipykernel) + language: python + name: python3 +translation: + title: JAX + headings: + JAX as a NumPy Replacement: JAX comme remplacement de NumPy + JAX as a NumPy Replacement::Similarities: Similitudes + JAX as a NumPy Replacement::Differences: Différences + JAX as a NumPy Replacement::Differences::Speed!: "La vitesse\_!" + JAX as a NumPy Replacement::Differences::Speed!::With NumPy: Avec NumPy + JAX as a NumPy Replacement::Differences::Speed!::With JAX: Avec JAX + JAX as a NumPy Replacement::Differences::Size Experiment: Expérience sur la taille + JAX as a NumPy Replacement::Differences::Precision: Précision + JAX as a NumPy Replacement::Differences::Immutability: Immuabilité + JAX as a NumPy Replacement::Differences::A Workaround: Une solution de contournement + Functional Programming: Programmation fonctionnelle + Functional Programming::Pure functions: Fonctions pures + Functional Programming::Examples -- Pure and Impure: Exemples -- pures et impures + Functional Programming::Why Functional Programming?: "Pourquoi la programmation fonctionnelle\_?" + Random numbers: Nombres aléatoires + Random numbers::NumPy / MATLAB Approach: Approche NumPy / MATLAB + Random numbers::JAX: JAX + Random numbers::Benefits: Avantages + JIT Compilation: Compilation JIT + JIT Compilation::With NumPy: Avec NumPy + JIT Compilation::With JAX: Avec JAX + JIT Compilation::Compiling the Whole Function: Compiler la fonction entière + JIT Compilation::How JIT compilation works: Comment fonctionne la compilation JIT + JIT Compilation::Compiling non-pure functions: Compilation de fonctions non pures + Vectorization with `vmap`: Vectorisation avec `vmap` + Vectorization with `vmap`::A simple example: Un exemple simple + Vectorization with `vmap`::Combining transformations: Combinaison des transformations + 'Automatic differentiation: a preview': "Différenciation automatique\_: un aperçu" + Exercises: Exercices +--- + +# JAX + +Ce cours propose une brève introduction à [Google JAX](https://github.com/jax-ml/jax). + +```{include} _admonition/gpu.md +``` + +JAX est une bibliothèque de calcul scientifique haute performance qui fournit + +* une interface de type [NumPy](https://en.wikipedia.org/wiki/NumPy) capable de paralléliser automatiquement sur les CPU et les GPU, +* un compilateur just-in-time pour accélérer une large gamme d'opérations + numériques, et +* la [différenciation automatique](https://en.wikipedia.org/wiki/Automatic_differentiation). + +De plus en plus, JAX maintient et fournit également des [routines de calcul +scientifique plus spécialisées](https://docs.jax.dev/en/latest/jax.scipy.html), telles que celles que l'on trouve à l'origine dans [SciPy](https://en.wikipedia.org/wiki/SciPy). + +En plus de ce qui est inclus dans Anaconda, ce cours nécessitera les bibliothèques suivantes : + +```{code-cell} ipython3 +:tags: [hide-output] + +!pip install jax quantecon +``` + +Nous utiliserons les importations suivantes + +```{code-cell} ipython3 +import jax +import jax.numpy as jnp +import matplotlib.pyplot as plt +import numpy as np +import quantecon as qe +``` + + + +## JAX comme remplacement de NumPy + +Examinons les similitudes et les différences entre JAX et NumPy. + +### Similitudes + +Ci-dessus, nous importons `jax.numpy as jnp`, qui fournit une interface de type NumPy +pour les opérations sur les tableaux. + +L'une des caractéristiques attrayantes de JAX est que, dans la mesure du possible, cette interface +se conforme à l'API de NumPy. + +En conséquence, nous pouvons souvent utiliser JAX comme un remplacement direct de NumPy. + +Voici quelques opérations standard sur les tableaux utilisant `jnp` : + +```{code-cell} ipython3 +a = jnp.asarray((1.0, 3.2, -1.5)) +``` + +```{code-cell} ipython3 +print(a) +``` + +```{code-cell} ipython3 +print(jnp.sum(a)) +``` + +```{code-cell} ipython3 +print(jnp.dot(a, a)) +``` + +Il faut cependant se rappeler que l'objet tableau `a` n'est pas un tableau NumPy : + +```{code-cell} ipython3 +a +``` + +```{code-cell} ipython3 +type(a) +``` + +Même les applications à valeurs scalaires sur les tableaux renvoient des tableaux JAX plutôt que des scalaires ! + +```{code-cell} ipython3 +jnp.sum(a) +``` + + + +### Différences + +Examinons maintenant quelques différences entre les opérations sur les tableaux de JAX et de NumPy. + +(jax_speed)= +#### La vitesse ! + +Une différence majeure est que JAX est plus rapide --- et parfois beaucoup plus rapide. + +Pour illustrer cela, supposons que nous voulions évaluer la fonction cosinus en de nombreux points. + +```{code-cell} +n = 50_000_000 +x = np.linspace(0, 10, n) # Tableau NumPy +``` + +##### Avec NumPy + +Essayons avec NumPy + +```{code-cell} +with qe.Timer(): + # Premier chronométrage NumPy + y = np.cos(x) +``` + +Et encore une fois. + +```{code-cell} +with qe.Timer(): + # Deuxième chronométrage NumPy + y = np.cos(x) +``` + +Ici + +* NumPy utilise un binaire pré-compilé pour appliquer le cosinus à un tableau de flottants +* Le binaire s'exécute sur le CPU de la machine locale + + +##### Avec JAX + +Essayons maintenant avec JAX. + +```{code-cell} +x = jnp.linspace(0, 10, n) +``` + +Chronométrons la même procédure. + +```{code-cell} +with qe.Timer(): + # Première exécution + y = jnp.cos(x) + # Maintient l'interpréteur jusqu'à ce que l'opération sur le tableau soit terminée + y.block_until_ready() +``` + +```{note} +Ci-dessus, la méthode `block_until_ready` +maintient l'interpréteur jusqu'à ce que les résultats du calcul soient renvoyés. +Ceci est nécessaire pour chronométrer l'exécution, car JAX utilise une répartition asynchrone, qui +permet à l'interpréteur Python de prendre de l'avance sur les calculs numériques. +``` + +Chronométrons-le de nouveau. + +```{code-cell} +with qe.Timer(): + # Deuxième exécution + y = jnp.cos(x) + # Maintient l'interpréteur + y.block_until_ready() +``` + +Sur un GPU, ce code s'exécute beaucoup plus rapidement que son équivalent NumPy. + +De plus, en général, la deuxième exécution est plus rapide que la première grâce à la compilation JIT. + +Cela est dû au fait que même les fonctions intégrées comme `jnp.cos` sont compilées en JIT --- et la +première exécution inclut le temps de compilation. + +Pourquoi JAX voudrait-il compiler en JIT des fonctions intégrées comme `jnp.cos` au lieu de +simplement fournir des versions pré-compilées, comme NumPy ? + +La raison est que le compilateur JIT veut se spécialiser sur la *taille* du tableau +utilisé (ainsi que sur le type de données). + +La taille importe pour générer du code optimisé, car une parallélisation efficace +nécessite d'adapter la taille de la tâche au matériel disponible. + + +#### Expérience sur la taille + +Nous pouvons vérifier l'affirmation selon laquelle JAX se spécialise sur la taille du tableau en changeant la taille +de l'entrée et en observant les temps d'exécution. + +```{code-cell} +x = jnp.linspace(0, 10, n + 1) +``` + +```{code-cell} +with qe.Timer(): + # Première exécution + y = jnp.cos(x) + # Maintient l'interpréteur + y.block_until_ready() +``` + + +```{code-cell} +with qe.Timer(): + # Deuxième exécution + y = jnp.cos(x) + # Maintient l'interpréteur + y.block_until_ready() +``` + +Le temps d'exécution augmente puis diminue à nouveau (ceci sera plus évident sur le GPU). + +Ceci est conforme à la discussion ci-dessus -- la première exécution après le changement de taille +du tableau montre la surcharge de compilation. + +Une discussion plus approfondie de la compilation JIT est fournie ci-dessous. + + + +#### Précision + +Une autre différence entre NumPy et JAX est que JAX utilise par défaut des flottants sur 32 bits. + +Cela est dû au fait que JAX est souvent utilisé pour le calcul sur GPU, et la plupart des calculs GPU utilisent des flottants sur 32 bits. + +L'utilisation de flottants sur 32 bits peut entraîner des gains de vitesse significatifs avec une faible perte de précision. + +Cependant, pour certains calculs, la précision importe. + +Dans ces cas, on peut imposer les flottants sur 64 bits via la commande + +```{code-cell} ipython3 +jax.config.update("jax_enable_x64", True) +``` + +Vérifions que cela fonctionne : + +```{code-cell} ipython3 +jnp.ones(3) +``` + + +#### Immuabilité + +En tant que remplacement de NumPy, une différence plus significative est que les tableaux sont traités comme **immuables**. + +Par exemple, avec NumPy nous pouvons écrire + +```{code-cell} ipython3 +a = np.linspace(0, 1, 3) +a +``` + +puis muter les données en mémoire : + +```{code-cell} ipython3 +a[0] = 1 +a +``` + +Dans JAX, cela échoue 😱. + + +```{code-cell} ipython3 +a = jnp.linspace(0, 1, 3) +a +``` + +```{code-cell} ipython3 +try: + a[0] = 1 +except Exception as e: + print(e) + +``` + +Les concepteurs de JAX ont choisi de rendre les tableaux immuables parce que + +1. JAX utilise un *style de programmation fonctionnelle* et +2. la programmation fonctionnelle évite généralement les données mutables + +Nous discutons de ces idées {ref}`ci-dessous `. + + +(jax_at_workaround)= +#### Une solution de contournement + +JAX fournit bien une alternative directe à la modification de tableau sur place +via la [méthode `at`](https://docs.jax.dev/en/latest/_autosummary/jax.numpy.ndarray.at.html). + +```{code-cell} ipython3 +a = jnp.linspace(0, 1, 3) +``` + +Appliquer `at[0].set(1)` renvoie une nouvelle copie de `a` dont le premier élément est fixé à 1 + +```{code-cell} ipython3 +a = a.at[0].set(1) +a +``` + +Évidemment, l'utilisation de `at` présente des inconvénients : + +* La syntaxe est lourde et +* nous voulons éviter de créer de nouveaux tableaux en mémoire à chaque fois que nous changeons une seule valeur ! + +Par conséquent, la plupart du temps, nous essayons d'éviter cette syntaxe. + +(Bien qu'elle puisse en fait être efficace à l'intérieur des fonctions compilées en JIT -- mais laissons cela de côté pour l'instant.) + + +(jax_func)= +## Programmation fonctionnelle + +D'après la documentation de JAX : + +*Lorsque vous vous promenez dans la campagne italienne, les gens n'hésiteront pas à vous dire que JAX a « una anima di pura programmazione funzionale ».* + +En d'autres termes, JAX suppose un +style de [programmation fonctionnelle](https://en.wikipedia.org/wiki/Functional_programming). + +### Fonctions pures + +L'implication majeure est que les fonctions JAX doivent être pures. + +Les [fonctions pures](https://en.wikipedia.org/wiki/Pure_function) ont les caractéristiques suivantes : + +1. *Déterministes* +2. *Sans effets secondaires* + +[Déterministe](https://en.wikipedia.org/wiki/Deterministic_algorithm) signifie + +* Même entrée $\implies$ même sortie +* Les sorties ne dépendent pas de l'état global + +En particulier, les fonctions pures renverront toujours le même résultat si elles sont invoquées avec les mêmes entrées. + +[Sans effets secondaires](https://en.wikipedia.org/wiki/Side_effect_(computer_science)) signifie que la fonction + +* Ne modifiera pas l'état global +* Ne modifiera pas les données passées à la fonction (données immuables) + + + +### Exemples -- pures et impures + +Voici un exemple d'une fonction *impure* + +```{code-cell} ipython3 +tax_rate = 0.1 + +def add_tax(prices): + for i, price in enumerate(prices): + prices[i] = price * (1 + tax_rate) + +prices = [10.0, 20.0] +add_tax(prices) +prices +``` + +Cette fonction n'est pas pure parce que + +* effets secondaires --- elle modifie la variable globale `prices` +* non déterministe --- un changement de la variable globale `tax_rate` modifiera + les sorties de la fonction, même avec le même tableau d'entrée `prices`. + +Voici une version *pure* + +```{code-cell} ipython3 + +def add_tax_pure(prices, tax_rate): + new_prices = [price * (1 + tax_rate) for price in prices] + return new_prices + +tax_rate = 0.1 +prices = (10.0, 20.0) +after_tax_prices = add_tax_pure(prices, tax_rate) +after_tax_prices +``` + +Elle est pure parce que + +* toutes les dépendances sont explicites via les arguments de la fonction +* et elle ne modifie aucun état externe + + +### Pourquoi la programmation fonctionnelle ? + +Chez QuantEcon, nous adorons les fonctions pures parce qu'elles + +* Facilitent les tests : chaque fonction peut fonctionner de manière isolée +* Favorisent un comportement déterministe et donc la reproductibilité +* Empêchent les bugs qui découlent de la mutation d'un état partagé + +Le compilateur JAX adore les fonctions pures et la programmation fonctionnelle parce que + +* Les dépendances de données sont explicites, ce qui aide à optimiser les calculs complexes +* Les fonctions pures sont plus faciles à différencier (autodiff) +* Les fonctions pures sont plus faciles à paralléliser et à optimiser (elles ne dépendent pas d'un état mutable partagé) + +Une autre façon de voir cela est la suivante : + +JAX représente les fonctions sous forme de graphes de calcul, qui sont ensuite compilés ou +transformés (par ex., différenciés) + +Ces graphes de calcul décrivent comment un ensemble donné d'entrées est transformé en une sortie. + +Les graphes de calcul de JAX sont purs par construction. + +JAX utilise un style de programmation fonctionnelle afin que les fonctions construites par l'utilisateur se traduisent +directement dans les représentations théoriques des graphes prises en charge par JAX. + + +## Nombres aléatoires + +La génération de nombres aléatoires dans JAX diffère significativement des schémas que l'on trouve dans NumPy ou MATLAB. + + + +### Approche NumPy / MATLAB + +Dans NumPy / MATLAB, la génération fonctionne en maintenant un état global caché. + +```{code-cell} ipython3 +np.random.seed(42) +print(np.random.randn(2)) +``` + +Chaque fois que nous appelons une fonction aléatoire, l'état caché est mis à jour : + +```{code-cell} ipython3 +print(np.random.randn(2)) +``` + +Cette fonction n'est *pas pure* parce que : + +* Elle est non déterministe : mêmes entrées, sorties différentes +* Elle a des effets secondaires : elle modifie l'état du générateur de nombres aléatoires global + +Cela est dangereux sous parallélisation --- il faut contrôler soigneusement ce qui se passe dans chaque +thread. + + +### JAX + + +Dans JAX, l'état du générateur de nombres aléatoires est contrôlé explicitement. + +Nous produisons d'abord une clé, qui initialise le générateur de nombres aléatoires. + +```{code-cell} ipython3 +seed = 1234 +key = jax.random.key(seed) +``` + +Nous pouvons maintenant utiliser la clé pour générer des nombres aléatoires : + +```{code-cell} ipython3 +x = jax.random.normal(key, (3, 3)) +x +``` + +Si nous utilisons à nouveau la même clé, nous initialisons à la même graine, donc les nombres aléatoires sont les mêmes : + +```{code-cell} ipython3 +jax.random.normal(key, (3, 3)) +``` + +Pour produire un tirage (quasi-) indépendant, une option est de « diviser » (split) la clé existante : + +```{code-cell} ipython3 +key, subkey = jax.random.split(key) +``` + +```{code-cell} ipython3 +jax.random.normal(key, (3, 3)) +``` + +```{code-cell} ipython3 +jax.random.normal(subkey, (3, 3)) +``` + +Le diagramme suivant illustre comment `split` produit un arbre de clés à partir d'une +racine unique, chaque clé générant des tirages aléatoires indépendants. + +```{code-cell} ipython3 +:tags: [hide-input] + +fig, ax = plt.subplots(figsize=(8, 4)) +ax.set_xlim(-0.5, 6.5) +ax.set_ylim(-0.5, 3.5) +ax.set_aspect('equal') +ax.axis('off') + +box_style = dict(boxstyle="round,pad=0.3", facecolor="white", + edgecolor="black", linewidth=1.5) +box_used = dict(boxstyle="round,pad=0.3", facecolor="#d4edda", + edgecolor="black", linewidth=1.5) + +# Clé racine +ax.text(3, 3, "key₀", ha='center', va='center', fontsize=11, + bbox=box_style) + +# Niveau 1 +ax.annotate("", xy=(1.5, 2), xytext=(3, 2.7), + arrowprops=dict(arrowstyle="->", lw=1.5)) +ax.annotate("", xy=(4.5, 2), xytext=(3, 2.7), + arrowprops=dict(arrowstyle="->", lw=1.5)) +ax.text(1.5, 2, "key₁", ha='center', va='center', fontsize=11, + bbox=box_style) +ax.text(4.5, 2, "subkey₁", ha='center', va='center', fontsize=11, + bbox=box_used) +ax.text(5.7, 2, "→ tirage", ha='left', va='center', fontsize=10, + color='green') + +# Étiqueter le split +ax.text(2, 2.65, "split", ha='center', va='center', fontsize=9, + fontstyle='italic', color='gray') + +# Niveau 2 +ax.annotate("", xy=(0.5, 1), xytext=(1.5, 1.7), + arrowprops=dict(arrowstyle="->", lw=1.5)) +ax.annotate("", xy=(2.5, 1), xytext=(1.5, 1.7), + arrowprops=dict(arrowstyle="->", lw=1.5)) +ax.text(0.5, 1, "key₂", ha='center', va='center', fontsize=11, + bbox=box_style) +ax.text(2.5, 1, "subkey₂", ha='center', va='center', fontsize=11, + bbox=box_used) +ax.text(3.7, 1, "→ tirage", ha='left', va='center', fontsize=10, + color='green') + +ax.text(0.7, 1.65, "split", ha='center', va='center', fontsize=9, + fontstyle='italic', color='gray') + +# Niveau 3 +ax.annotate("", xy=(0, 0), xytext=(0.5, 0.7), + arrowprops=dict(arrowstyle="->", lw=1.5)) +ax.annotate("", xy=(1.5, 0), xytext=(0.5, 0.7), + arrowprops=dict(arrowstyle="->", lw=1.5)) +ax.text(0, 0, "key₃", ha='center', va='center', fontsize=11, + bbox=box_style) +ax.text(1.5, 0, "subkey₃", ha='center', va='center', fontsize=11, + bbox=box_used) +ax.text(2.7, 0, "→ tirage", ha='left', va='center', fontsize=10, + color='green') +ax.text(0, 0.65, "split", ha='center', va='center', fontsize=9, + fontstyle='italic', color='gray') + +ax.text(3, -0.5, "⋮", ha='center', va='center', fontsize=14) + +ax.set_title("Arbre de division des clés PRNG", fontsize=13, pad=10) +plt.tight_layout() +plt.show() +``` + +Cette syntaxe semblera inhabituelle pour un utilisateur de NumPy ou Matlab --- mais elle prendra plus de +sens lorsque nous aborderons la programmation parallèle. + +La fonction ci-dessous produit `k` matrices `n x n` aléatoires (quasi-) indépendantes en utilisant `split`. + +```{code-cell} ipython3 +def gen_random_matrices( + key, # Clé JAX pour les nombres aléatoires + n=2, # Les matrices seront n x n + k=3 # Nombre de matrices à générer + ): + matrices = [] + for _ in range(k): + key, subkey = jax.random.split(key) + A = jax.random.uniform(subkey, (n, n)) + matrices.append(A) + return matrices +``` + +```{code-cell} ipython3 +seed = 42 +key = jax.random.key(seed) +gen_random_matrices(key) +``` + +Cette fonction est *pure* + +* Déterministe : mêmes entrées, même sortie +* Sans effets secondaires : aucun état caché n'est modifié + + +### Avantages + +Comme mentionné ci-dessus, cette explicitude est précieuse : + +* Reproductibilité : facile de reproduire les résultats en réutilisant les clés +* Parallélisation : contrôle de ce qui se passe sur des threads séparés +* Débogage : l'absence d'état caché rend le code plus facile à tester +* Compatibilité JIT : le compilateur peut optimiser les fonctions pures de manière plus agressive + + +## Compilation JIT + +Le compilateur just-in-time (JIT) de JAX accélère l'exécution en générant +un code machine efficace qui varie selon la taille de la tâche et le matériel. + +Nous avons vu la puissance du compilateur JIT de JAX combiné à du matériel parallèle +{ref}`ci-dessus `, lorsque nous avons appliqué `cos` à un grand tableau. + +Ici, nous étudions la compilation JIT pour des fonctions plus complexes + + +### Avec NumPy + +Nous essaierons d'abord avec NumPy, en utilisant + +```{code-cell} +def f(x): + y = np.cos(2 * x**2) + np.sqrt(np.abs(x)) + 2 * np.sin(x**4) - x**2 + return y +``` + +Exécutons avec un grand `x` + +```{code-cell} +n = 50_000_000 +x = np.linspace(0, 10, n) +``` + +```{code-cell} +with qe.Timer(): + # Chronométrer le code NumPy + y = f(x) +``` + +Modèle d'exécution **impatient** (eager) + +* Chaque opération est exécutée immédiatement dès qu'elle est rencontrée, matérialisant son + résultat avant que l'opération suivante ne commence. + +Inconvénients + +* Parallélisation minimale +* Empreinte mémoire lourde --- produit de nombreux tableaux intermédiaires +* Beaucoup de lectures/écritures en mémoire + + + +### Avec JAX + +En première approche, nous remplaçons `np` par `jnp` partout : + +```{code-cell} +def f(x): + y = jnp.cos(2 * x**2) + jnp.sqrt(jnp.abs(x)) + 2 * jnp.sin(x**4) - x**2 + return y + + +x = jnp.linspace(0, 10, n) +``` + +Chronométrons-le maintenant. + +```{code-cell} +with qe.Timer(): + # Premier appel + y = f(x) + # Maintient l'interpréteur + jax.block_until_ready(y); +``` + +```{code-cell} +with qe.Timer(): + # Deuxième appel + y = f(x) + # Maintient l'interpréteur + jax.block_until_ready(y); +``` + +Le résultat est similaire à l'exemple `cos` --- JAX est plus rapide, en particulier à la +deuxième exécution après la compilation JIT. + +Cela est dû au fait que les opérations individuelles sur les tableaux sont parallélisées sur le GPU + +Mais nous utilisons toujours l'exécution impatiente + +* beaucoup de mémoire à cause des tableaux intermédiaires +* beaucoup de lectures/écritures en mémoire + +De plus, de nombreux noyaux séparés sont lancés sur le GPU + +### Compiler la fonction entière + +Heureusement, avec JAX, nous avons un autre tour dans notre sac --- nous pouvons compiler en JIT +la fonction entière, et pas seulement les opérations individuelles. + +Le compilateur fusionne toutes les opérations sur les tableaux en un seul noyau optimisé + +Essayons ceci avec la fonction `f` : + +```{code-cell} +f_jax = jax.jit(f) +``` + +```{code-cell} +with qe.Timer(): + # Première exécution + y = f_jax(x) + # Maintient l'interpréteur + jax.block_until_ready(y); +``` + +```{code-cell} +with qe.Timer(): + # Deuxième exécution + y = f_jax(x) + # Maintient l'interpréteur + jax.block_until_ready(y); +``` + +Le temps d'exécution s'est encore amélioré --- maintenant parce que nous avons fusionné toutes les opérations + +* Optimisation agressive basée sur la séquence de calcul entière +* Élimination des multiples appels à l'accélérateur matériel + +L'empreinte mémoire est également bien plus faible --- aucune création de tableaux intermédiaires + +Au passage, une syntaxe plus courante lorsqu'on cible une fonction pour le compilateur JIT +est + +```{code-cell} ipython3 +@jax.jit +def f(x): + pass # placer le corps de la fonction ici +``` + +### Comment fonctionne la compilation JIT + +Lorsque nous appliquons `jax.jit` à une fonction, JAX la *trace* : au lieu d'exécuter +les opérations immédiatement, il enregistre la séquence d'opérations sous forme de +graphe de calcul et transmet ce graphe au compilateur +[XLA](https://openxla.org/xla). + +XLA fusionne et optimise ensuite les opérations en un seul noyau compilé +adapté au matériel disponible (CPU, GPU ou TPU). + +Le premier appel à une fonction compilée en JIT entraîne une surcharge de compilation, mais +les appels ultérieurs avec les mêmes formes et types d'entrée réutilisent le code compilé +mis en cache et s'exécutent à pleine vitesse. + + +### Compilation de fonctions non pures + +Bien que JAX ne génère généralement pas d'erreurs lors de la compilation de fonctions impures, +l'exécution devient imprévisible ! + +Voici une illustration de ce fait : + +```{code-cell} ipython3 +a = 1 # global + +@jax.jit +def f(x): + return a + x +``` + +```{code-cell} ipython3 +x = jnp.ones(2) +``` + +```{code-cell} ipython3 +f(x) +``` + +Dans le code ci-dessus, la valeur globale `a=1` est fusionnée dans la fonction jittée. + +Même si nous changeons `a`, la sortie de `f` ne sera pas affectée --- tant que la même version compilée est appelée. + +```{code-cell} ipython3 +a = 42 +``` + +```{code-cell} ipython3 +f(x) +``` + +Changer la dimension de l'entrée déclenche une nouvelle compilation de la fonction, moment auquel le changement de la valeur de `a` prend effet : + +```{code-cell} ipython3 +x = jnp.ones(3) +``` + +```{code-cell} ipython3 +f(x) +``` + +Morale de l'histoire : écrivez des fonctions pures lorsque vous utilisez JAX ! + + + + +## Vectorisation avec `vmap` + +Une autre transformation puissante de JAX est `jax.vmap`, qui vectorise automatiquement +une fonction écrite pour une entrée unique afin qu'elle opère sur des +lots. + +Cela évite d'avoir à écrire manuellement du code vectorisé ou d'utiliser des boucles explicites. + +### Un exemple simple + +Supposons que nous ayons une fonction qui calcule la différence entre la moyenne et la médiane pour un tableau de nombres. + +```{code-cell} ipython3 +def mm_diff(x): + return jnp.mean(x) - jnp.median(x) +``` + +Nous pouvons l'appliquer à un seul vecteur : + +```{code-cell} ipython3 +x = jnp.array([1.0, 2.0, 5.0]) +mm_diff(x) +``` + +Supposons maintenant que nous ayons une matrice et que nous voulions calculer ces statistiques pour chaque ligne. + +Sans `vmap`, nous aurions besoin d'une boucle explicite : + +```{code-cell} ipython3 +X = jnp.array([[1.0, 2.0, 5.0], + [4.0, 5.0, 6.0], + [1.0, 8.0, 9.0]]) + +for row in X: + print(mm_diff(row)) +``` + +Cependant, les boucles Python sont lentes et ne peuvent pas être compilées ou +parallélisées efficacement par JAX. + +Avec `vmap`, nous pouvons éviter les boucles et garder le calcul sur l'accélérateur : + +```{code-cell} ipython3 +batch_mm_diff = jax.vmap(mm_diff) # Crée une nouvelle version « vectorisée » +batch_mm_diff(X) # Applique à chaque ligne de X +``` + + +### Combinaison des transformations + +L'une des forces de JAX est que les transformations se composent naturellement. + +Par exemple, nous pouvons compiler en JIT une fonction vectorisée : + +```{code-cell} ipython3 +fast_batch_mm_diff = jax.jit(jax.vmap(mm_diff)) +fast_batch_mm_diff(X) +``` + +Cette composition de `jit`, `vmap`, et (comme nous le verrons ensuite) `grad` est centrale dans +la conception de JAX et le rend particulièrement puissant pour le calcul scientifique et +l'apprentissage automatique. + + +## Différenciation automatique : un aperçu + +JAX peut utiliser la différenciation automatique pour calculer des gradients. + +Cela peut être extrêmement utile pour l'optimisation et la résolution de systèmes non linéaires. + +Voici une illustration simple faisant intervenir la fonction $f(x) = x^2 / 2$ : + +```{code-cell} ipython3 +def f(x): + return (x**2) / 2 + +f_prime = jax.grad(f) +``` + +```{code-cell} ipython3 +f_prime(10.0) +``` + +Traçons la fonction et sa dérivée, en notant que $f'(x) = x$. + +```{code-cell} ipython3 +fig, ax = plt.subplots() +x_grid = jnp.linspace(-4, 4, 200) +ax.plot(x_grid, f(x_grid), label="$f$") +ax.plot(x_grid, [f_prime(x) for x in x_grid], label="$f'$") +ax.legend(loc='upper center') +plt.show() +``` + +La différenciation automatique est un sujet vaste avec de nombreuses applications en économie +et en finance. Nous en fournissons un traitement plus approfondi dans {doc}`notre cours sur +l'autodiff `. + + +## Exercices + + +```{exercise-start} +:label: jax_intro_ex2 +``` + +Dans la section Exercices de {doc}`notre cours sur Numba `, nous avons {ref}`utilisé Monte-Carlo +pour évaluer une option d'achat européenne `. + +Le code a été accéléré par le multithreading basé sur Numba. + +Essayez d'écrire une version de cette opération pour JAX, en utilisant tous les mêmes +paramètres. + + + +```{exercise-end} +``` + + +```{solution-start} jax_intro_ex2 +:class: dropdown +``` +Voici une solution : + +```{code-cell} ipython3 +M = 10_000_000 + +n, β, K = 20, 0.99, 100 +μ, ρ, ν, S0, h0 = 0.0001, 0.1, 0.001, 10, 0 + +@jax.jit +def compute_call_price_jax(β=β, + μ=μ, + S0=S0, + h0=h0, + K=K, + n=n, + ρ=ρ, + ν=ν, + M=M, + key=jax.random.key(1)): + + s = jnp.full(M, np.log(S0)) + h = jnp.full(M, h0) + + def update(i, loop_state): + s, h, key = loop_state + key, subkey = jax.random.split(key) + Z = jax.random.normal(subkey, (2, M)) + s = s + μ + jnp.exp(h) * Z[0, :] + h = ρ * h + ν * Z[1, :] + new_loop_state = s, h, key + return new_loop_state + + initial_loop_state = s, h, key + final_loop_state = jax.lax.fori_loop(0, n, update, initial_loop_state) + s, h, key = final_loop_state + + expectation = jnp.mean(jnp.maximum(jnp.exp(s) - K, 0)) + + return β**n * expectation +``` + +```{note} +Nous utilisons `jax.lax.fori_loop` au lieu d'une boucle `for` Python. +Cela permet à JAX de compiler la boucle efficacement sans la dérouler, +ce qui réduit considérablement le temps de compilation pour les grands tableaux. +``` + +Exécutons-le une fois pour le compiler : + +```{code-cell} ipython3 +with qe.Timer(): + compute_call_price_jax().block_until_ready() +``` + +Et maintenant chronométrons-le : + +```{code-cell} ipython3 +with qe.Timer(): + compute_call_price_jax().block_until_ready() +``` + +```{solution-end} +``` \ No newline at end of file diff --git a/lectures/matplotlib.md b/lectures/matplotlib.md new file mode 100644 index 0000000..a213760 --- /dev/null +++ b/lectures/matplotlib.md @@ -0,0 +1,509 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: Matplotlib + headings: + Overview: Vue d'ensemble + Overview::Matplotlib's Split Personality: La double personnalité de Matplotlib + The APIs: Les API + The APIs::The MATLAB-style API: L'API de style MATLAB + The APIs::The Object-Oriented API: L'API orientée objet + The APIs::Tweaks: Ajustements + More Features: Fonctionnalités supplémentaires + More Features::Multiple Plots on One Axis: Plusieurs tracés sur un même axe + More Features::Multiple Subplots: Plusieurs sous-graphiques + More Features::3D Plots: Tracés 3D + More Features::A Customizing Function: Une fonction de personnalisation + More Features::Style Sheets: Feuilles de style + Further Reading: Pour aller plus loin + Exercises: Exercices +--- + +(matplotlib)= +```{raw} jupyter + +``` + +# {index}`Matplotlib ` + +```{index} single: Python; Matplotlib +``` + +## Vue d'ensemble + +Nous avons déjà produit un certain nombre de figures dans ces cours en utilisant [Matplotlib](https://matplotlib.org/). + +Matplotlib est une bibliothèque graphique remarquable, conçue pour le calcul scientifique, avec + +* des graphiques 2D et 3D de haute qualité +* une sortie dans tous les formats habituels (PDF, PNG, etc.) +* une intégration LaTeX +* un contrôle fin de tous les aspects de la présentation +* de l'animation, etc. + +### La double personnalité de Matplotlib + +Matplotlib est inhabituelle dans le sens où elle offre deux interfaces différentes pour tracer des graphiques. + +L'une est une simple API (Application Programming Interface) de style MATLAB, qui a été écrite pour aider les réfugiés de MATLAB à trouver un environnement familier. + +L'autre est une API orientée objet plus « pythonique ». + +Pour les raisons décrites ci-dessous, nous vous recommandons d'utiliser la seconde API. + +Mais commençons par discuter de la différence. + +## Les API + +```{index} single: Matplotlib; Simple API +``` + +### L'API de style MATLAB + +Voici le genre d'exemple simple que vous pourriez trouver dans les traitements introductifs + +```{code-cell} ipython +import matplotlib.pyplot as plt +import numpy as np + +x = np.linspace(0, 10, 200) +y = np.sin(x) + +plt.plot(x, y, 'b-', linewidth=2) +plt.show() +``` + +C'est simple et pratique, mais aussi quelque peu limité et peu pythonique. + +Par exemple, dans les appels de fonction, beaucoup d'objets sont créés et transmis sans se faire connaître du programmeur. + +Les programmeurs Python tendent à préférer un style de programmation plus explicite (exécutez `import this` dans un bloc de code et regardez la deuxième ligne). + +Cela nous conduit à l'API alternative, orientée objet, de Matplotlib. + +### L'API orientée objet + +Voici le code correspondant à la figure précédente en utilisant l'API orientée objet + +```{code-cell} python3 +fig, ax = plt.subplots() +ax.plot(x, y, 'b-', linewidth=2) +plt.show() +``` + +Ici, l'appel `fig, ax = plt.subplots()` renvoie une paire, où + +* `fig` est une instance de `Figure` — comme une toile vierge. +* `ax` est une instance d'`AxesSubplot` — pensez à un cadre dans lequel tracer. + +La fonction `plot()` est en réalité une méthode de `ax`. + +Bien qu'il y ait un peu plus de saisie, l'utilisation plus explicite des objets nous donne un meilleur contrôle. + +Cela deviendra plus clair au fur et à mesure. + +### Ajustements + +Ici, nous avons changé la ligne en rouge et ajouté une légende + +```{code-cell} python3 +fig, ax = plt.subplots() +ax.plot(x, y, 'r-', linewidth=2, label='fonction sinus', alpha=0.6) +ax.legend() +plt.show() +``` + +Nous avons également utilisé `alpha` pour rendre la ligne légèrement transparente — ce qui la fait paraître plus lisse. + +L'emplacement de la légende peut être modifié en remplaçant `ax.legend()` par `ax.legend(loc='upper center')`. + +```{code-cell} python3 +fig, ax = plt.subplots() +ax.plot(x, y, 'r-', linewidth=2, label='fonction sinus', alpha=0.6) +ax.legend(loc='upper center') +plt.show() +``` + +Si tout est correctement configuré, alors ajouter du LaTeX est trivial + +```{code-cell} python3 +fig, ax = plt.subplots() +ax.plot(x, y, 'r-', linewidth=2, label=r'$y=\sin(x)$', alpha=0.6) +ax.legend(loc='upper center') +plt.show() +``` + +Contrôler les graduations, ajouter des titres, etc. est également simple + +```{code-cell} python3 +fig, ax = plt.subplots() +ax.plot(x, y, 'r-', linewidth=2, label=r'$y=\sin(x)$', alpha=0.6) +ax.legend(loc='upper center') +ax.set_yticks([-1, 0, 1]) +ax.set_title('Graphique de test') +plt.show() +``` + +## Fonctionnalités supplémentaires + +Matplotlib dispose d'un vaste ensemble de fonctions et de fonctionnalités, que vous pourrez découvrir au fil du temps selon vos besoins. + +Nous n'en mentionnons que quelques-unes. + +### Plusieurs tracés sur un même axe + +```{index} single: Matplotlib; Multiple Plots on One Axis +``` + +Il est facile de générer plusieurs tracés sur les mêmes axes. + +Voici un exemple qui génère aléatoirement trois densités normales et ajoute une étiquette avec leur moyenne + +```{code-cell} python3 +from scipy.stats import norm +from random import uniform + +fig, ax = plt.subplots() +x = np.linspace(-4, 4, 150) +for i in range(3): + m, s = uniform(-1, 1), uniform(1, 2) + y = norm.pdf(x, loc=m, scale=s) + current_label = rf'$\mu = {m:.2}$' + ax.plot(x, y, linewidth=2, alpha=0.6, label=current_label) +ax.legend() +plt.show() +``` + +### Plusieurs sous-graphiques + +```{index} single: Matplotlib; Subplots +``` + +Parfois, nous voulons plusieurs sous-graphiques dans une seule figure. + +Voici un exemple qui génère 6 histogrammes + +```{code-cell} python3 +num_rows, num_cols = 3, 2 +fig, axes = plt.subplots(num_rows, num_cols, figsize=(10, 12)) +for i in range(num_rows): + for j in range(num_cols): + m, s = uniform(-1, 1), uniform(1, 2) + x = norm.rvs(loc=m, scale=s, size=100) + axes[i, j].hist(x, alpha=0.6, bins=20) + t = rf'$\mu = {m:.2}, \quad \sigma = {s:.2}$' + axes[i, j].set(title=t, xticks=[-4, 0, 4], yticks=[]) +plt.show() +``` + +### Tracés 3D + +```{index} single: Matplotlib; 3D Plots +``` + +Matplotlib fait un bon travail pour les tracés 3D — en voici un exemple + +```{code-cell} python3 +from mpl_toolkits.mplot3d.axes3d import Axes3D +from matplotlib import cm + + +def f(x, y): + return np.cos(x**2 + y**2) / (1 + x**2 + y**2) + +xgrid = np.linspace(-3, 3, 50) +ygrid = xgrid +x, y = np.meshgrid(xgrid, ygrid) + +fig = plt.figure(figsize=(10, 6)) +ax = fig.add_subplot(111, projection='3d') +ax.plot_surface(x, + y, + f(x, y), + rstride=2, cstride=2, + cmap=cm.jet, + alpha=0.7, + linewidth=0.25) +ax.set_zlim(-0.5, 1.0) +plt.show() +``` + +### Une fonction de personnalisation + +Peut-être trouverez-vous un ensemble de personnalisations que vous utilisez régulièrement. + +Supposons que nous préférions généralement que nos axes passent par l'origine et qu'ils comportent une grille. + +Voici un bel exemple de [Matthew Doty](https://github.com/xcthulhu) montrant comment l'API orientée objet peut être utilisée pour construire une fonction `subplots` personnalisée qui implémente ces changements. + +Lisez attentivement le code et voyez si vous pouvez suivre ce qui se passe + +```{code-cell} python3 +def subplots(): + "Sous-graphiques personnalisés avec des axes passant par l'origine" + fig, ax = plt.subplots() + + # Placer les axes de façon à ce qu'ils passent par l'origine + for spine in ['left', 'bottom']: + ax.spines[spine].set_position('zero') + for spine in ['right', 'top']: + ax.spines[spine].set_color('none') + + ax.grid() + return fig, ax + + +fig, ax = subplots() # Appeler la version locale, et non plt.subplots() +x = np.linspace(-2, 10, 200) +y = np.sin(x) +ax.plot(x, y, 'r-', linewidth=2, label='fonction sinus', alpha=0.6) +ax.legend(loc='lower right') +plt.show() +``` + +La fonction `subplots` personnalisée + +1. appelle en interne la fonction standard `plt.subplots` pour générer la paire `fig, ax`, +1. effectue les personnalisations souhaitées sur `ax`, et +1. renvoie la paire `fig, ax` au code appelant. + +### Feuilles de style + +Une autre fonctionnalité utile de Matplotlib est celle des [feuilles de style](https://matplotlib.org/stable/gallery/style_sheets/style_sheets_reference.html). + +Nous pouvons utiliser des feuilles de style pour créer des graphiques avec des styles uniformes. + +Nous pouvons obtenir une liste des styles disponibles en affichant l'attribut `plt.style.available` + + +```{code-cell} python3 +print(plt.style.available) +``` + +Nous pouvons maintenant utiliser la méthode `plt.style.use()` pour définir la feuille de style. + +Écrivons une fonction qui prend le nom d'une feuille de style et trace différents graphiques avec ce style + +```{code-cell} python3 + +def draw_graphs(style='default'): + + # Définir une feuille de style + plt.style.use(style) + + fig, axes = plt.subplots(nrows=1, ncols=4, figsize=(10, 3)) + x = np.linspace(-13, 13, 150) + + # Fixer les valeurs de graine pour reproduire les résultats des tirages aléatoires + np.random.seed(9) + + for i in range(3): + + # Tirer la moyenne et l'écart-type à partir de lois uniformes + m, s = np.random.uniform(-8, 8), np.random.uniform(2, 2.5) + + # Générer un tracé de densité normale + y = norm.pdf(x, loc=m, scale=s) + axes[0].plot(x, y, linewidth=3, alpha=0.7) + + # Créer un nuage de points avec des valeurs X et Y aléatoires + # tirées de lois normales + rnormX = norm.rvs(loc=m, scale=s, size=150) + rnormY = norm.rvs(loc=m, scale=s, size=150) + axes[1].plot(rnormX, rnormY, ls='none', marker='o', alpha=0.7) + + # Créer un histogramme avec des valeurs X aléatoires + axes[2].hist(rnormX, alpha=0.7) + + # et un graphique en ligne avec des valeurs Y aléatoires + axes[3].plot(x, rnormY, linewidth=2, alpha=0.7) + + style_name = style.split('-')[0] + plt.suptitle(f'Style : {style_name}', fontsize=13) + plt.show() + +``` + +Voyons à quoi ressemblent quelques-uns de ces styles. + +D'abord, nous traçons des graphiques avec la feuille de style `seaborn` + +```{code-cell} python3 +draw_graphs(style='seaborn-v0_8') +``` + +Nous pouvons utiliser `grayscale` pour supprimer les couleurs des graphiques + +```{code-cell} python3 +draw_graphs(style='grayscale') +``` + +Voici à quoi ressemble `ggplot` + +```{code-cell} python3 +draw_graphs(style='ggplot') +``` + +Nous pouvons aussi utiliser le style `dark_background` + +```{code-cell} python3 +draw_graphs(style='dark_background') +``` + +Vous pouvez utiliser la fonction pour expérimenter avec d'autres styles de la liste. + +Si cela vous intéresse, vous pouvez même créer vos propres feuilles de style. + +Les paramètres de vos feuilles de style sont stockés dans une variable de type dictionnaire `plt.rcParams` + +```{code-cell} python3 +--- +tags: [hide-output] +--- + +print(plt.rcParams.keys()) + +``` + +Il existe de nombreux paramètres que vous pourriez définir pour vos feuilles de style. + +Définissez les paramètres de votre feuille de style en : + +1. créant votre propre [fichier `matplotlibrc`](https://matplotlib.org/stable/users/explain/customizing.html), ou +2. mettant à jour les valeurs stockées dans la variable de type dictionnaire `plt.rcParams` + +Changeons le style de nos lignes de densité superposées en utilisant la seconde méthode + +```{code-cell} python3 +from cycler import cycler + +# revenir à la feuille de style par défaut +plt.style.use('default') + +# Vous pouvez mettre à jour des valeurs individuelles à l'aide des clés : + +# Définir le style de police en italique +plt.rcParams['font.style'] = 'italic' + +# Mettre à jour la largeur de ligne +plt.rcParams['lines.linewidth'] = 2 + + +# Vous pouvez également mettre à jour plusieurs valeurs à la fois avec la méthode update() : + +parameters = { + + # Modifier la taille de figure par défaut + 'figure.figsize': (5, 4), + + # Ajouter des lignes de grille horizontales + 'axes.grid': True, + 'axes.grid.axis': 'y', + + # Mettre à jour les couleurs des lignes de densité + 'axes.prop_cycle': cycler('color', + ['dimgray', 'slategrey', 'darkgray']) +} + +plt.rcParams.update(parameters) + + +``` + +```{note} + +Ces réglages sont `globaux`. + +Tout graphique généré après avoir modifié les paramètres dans `.rcParams` sera affecté par ce réglage. + +``` + +```{code-cell} python3 +fig, ax = plt.subplots() +x = np.linspace(-4, 4, 150) +for i in range(3): + m, s = uniform(-1, 1), uniform(1, 2) + y = norm.pdf(x, loc=m, scale=s) + current_label = rf'$\mu = {m:.2}$' + ax.plot(x, y, linewidth=2, alpha=0.6, label=current_label) +ax.legend() +plt.show() +``` + +Appliquez à nouveau la feuille de style `default` pour revenir au style par défaut + +```{code-cell} python3 + +plt.style.use('default') + +# Réinitialiser la taille de figure par défaut +plt.rcParams['figure.figsize'] = (10, 6) + +``` + +## Pour aller plus loin + +* La [galerie Matplotlib](https://matplotlib.org/stable/gallery/index.html) propose de nombreux exemples. +* Un excellent [tutoriel Matplotlib](https://scipy-lectures.org/intro/matplotlib/index.html) de Nicolas Rougier, Mike Muller et Gael Varoquaux. +* [mpltools](https://tonysyu.github.io/mpltools/index.html) permet de basculer facilement entre les styles de tracé. +* [Seaborn](https://github.com/mwaskom/seaborn) facilite les graphiques statistiques courants dans Matplotlib. + +## Exercices + +```{exercise-start} +:label: mpl_ex1 +``` + +Tracez la fonction + +$$ +f(x) = \cos(\pi \theta x) \exp(-x) +$$ + +sur l'intervalle $[0, 5]$ pour chaque $\theta$ dans `np.linspace(0, 2, 10)`. + +Placez toutes les courbes dans la même figure. + +Le résultat devrait ressembler à ceci + +```{image} /_static/lecture_specific/matplotlib/matplotlib_ex1.png +:scale: 130 +:align: center +``` + +```{exercise-end} +``` + +```{solution-start} mpl_ex1 +:class: dropdown +``` + +Voici une solution + +```{code-cell} ipython3 +def f(x, θ): + return np.cos(np.pi * θ * x ) * np.exp(- x) + +θ_vals = np.linspace(0, 2, 10) +x = np.linspace(0, 5, 200) +fig, ax = plt.subplots() + +for θ in θ_vals: + ax.plot(x, f(x, θ)) + +plt.show() +``` + +```{solution-end} +``` \ No newline at end of file diff --git a/lectures/names.md b/lectures/names.md new file mode 100644 index 0000000..f250f5e --- /dev/null +++ b/lectures/names.md @@ -0,0 +1,576 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: Noms et espaces de noms + headings: + Overview: Vue d'ensemble + Variable Names in Python: Noms de variables en Python + Namespaces: Espaces de noms + Viewing Namespaces: Visualiser les espaces de noms + Interactive Sessions: Sessions interactives + The Global Namespace: L'espace de noms global + Local Namespaces: Espaces de noms locaux + The `__builtins__` Namespace: L'espace de noms `__builtins__` + Name Resolution: Résolution des noms + Name Resolution::Mutable Versus Immutable Parameters: Paramètres Mutables versus Immuables +--- + +(oop_names)= +```{raw} jupyter + +``` + +# Noms et espaces de noms + +## Vue d'ensemble + +Ce cours porte entièrement sur les noms de variables, sur la façon dont ils peuvent être utilisés et sur la manière dont ils sont interprétés par l'interpréteur Python. + +Cela peut sembler un peu ennuyeux, mais le modèle qu'a adopté Python pour gérer les noms est élégant et intéressant. + +De plus, vous vous épargnerez de nombreuses heures de débogage si vous comprenez bien le fonctionnement des noms en Python. + +(var_names)= +## Noms de variables en Python + +```{index} single: Python; Variable Names +``` + +Considérons l'instruction Python + +```{code-cell} python3 +x = 42 +``` + +Nous savons désormais que lorsque cette instruction est exécutée, Python crée un objet de type `int` dans la mémoire de votre ordinateur, contenant + +* la valeur `42` +* certains attributs associés + +Mais qu'est-ce que `x` lui-même ? + +En Python, `x` est appelé un **nom**, et l'instruction `x = 42` **lie** le nom `x` à l'objet entier dont nous venons de parler. + +Sous le capot, ce processus de liaison des noms aux objets est implémenté sous la forme d'un dictionnaire — nous y reviendrons dans un instant. + +Il n'y a aucun problème à lier deux noms ou plus à un même objet, quel que soit cet objet + +```{code-cell} python3 +def f(string): # Crée une fonction appelée f + print(string) # qui affiche toute chaîne qui lui est passée + +g = f +id(g) == id(f) +``` + +```{code-cell} python3 +g('test') +``` + +Lors de la première étape, un objet fonction est créé, et le nom `f` lui est lié. + +Après avoir lié le nom `g` au même objet, nous pouvons l'utiliser partout où nous utiliserions `f`. + +Que se passe-t-il lorsque le nombre de noms liés à un objet tombe à zéro ? + +Voici un exemple de cette situation, où le nom `x` est d'abord lié à un objet puis **relié** à un autre + +```{code-cell} python3 +x = 'foo' +id(x) +x = 'bar' +id(x) +``` + +Dans ce cas, après avoir relié `x` à `'bar'`, aucun nom n'est lié au premier objet `'foo'`. + +Cela déclenche le ramassage de `'foo'` par le garbage collector. + +Autrement dit, l'emplacement mémoire qui stocke cet objet est libéré et rendu au système d'exploitation. + +Le ramassage des ordures (garbage collection) est en réalité un domaine de recherche actif en informatique. + +Vous pouvez [en lire davantage sur le garbage collection](https://rushter.com/blog/python-garbage-collector/) si cela vous intéresse. + +## Espaces de noms + +```{index} single: Python; Namespaces +``` + +Rappelons de la discussion précédente que l'instruction + +```{code-cell} python3 +x = 42 +``` + +lie le nom `x` à l'objet entier situé à droite. + +Nous avons également mentionné que ce processus de liaison de `x` au bon objet est implémenté sous la forme d'un dictionnaire. + +Ce dictionnaire est appelé un espace de noms. + +```{admonition} Définition +Un **espace de noms** est une table de symboles qui associe des noms à des objets en mémoire. +``` + + +Python utilise plusieurs espaces de noms, qu'il crée à la volée selon les besoins. + +Par exemple, chaque fois que nous importons un module, Python crée un espace de noms pour ce module. + +Pour voir cela en action, supposons que nous écrivions un script `mathfoo.py` composé d'une seule ligne + +```{code-cell} python3 +%%file mathfoo.py +pi = 'foobar' +``` + +Maintenant, nous démarrons l'interpréteur Python et l'importons + +```{code-cell} python3 +import mathfoo +``` + +Ensuite, importons le module `math` de la bibliothèque standard + +```{code-cell} python3 +import math +``` + +Ces deux modules possèdent un attribut appelé `pi` + +```{code-cell} python3 +math.pi +``` + +```{code-cell} python3 +mathfoo.pi +``` + +Ces deux liaisons différentes de `pi` existent dans des espaces de noms différents, chacun implémenté sous la forme d'un dictionnaire. + +Si vous le souhaitez, vous pouvez consulter directement le dictionnaire, en utilisant `module_name.__dict__`. + +```{code-cell} python3 +import math + +math.__dict__.items() +``` + +```{code-cell} python3 +import mathfoo + +mathfoo.__dict__ +``` + +Comme vous le savez, nous accédons aux éléments de l'espace de noms en utilisant la notation d'attribut par point + +```{code-cell} python3 +math.pi +``` + +Cela est entièrement équivalent à `math.__dict__['pi']` + +```{code-cell} python3 +math.__dict__['pi'] +``` + +## Visualiser les espaces de noms + +Comme nous l'avons vu ci-dessus, l'espace de noms `math` peut être affiché en tapant `math.__dict__`. + +Une autre façon d'en voir le contenu est de taper `vars(math)` + +```{code-cell} python3 +vars(math).items() +``` + +Si vous souhaitez seulement voir les noms, vous pouvez taper + +```{code-cell} python3 +# Affiche les 10 premiers noms +dir(math)[0:10] +``` + +Remarquez les noms spéciaux `__doc__` et `__name__`. + +Ceux-ci sont initialisés dans l'espace de noms chaque fois qu'un module est importé + +* `__doc__` est la docstring du module +* `__name__` est le nom du module + +```{code-cell} python3 +print(math.__doc__) +``` + +```{code-cell} python3 +math.__name__ +``` + +## Sessions interactives + +```{index} single: Python; Interpreter +``` + +En Python, **tout** code exécuté par l'interpréteur s'exécute dans un module. + +Qu'en est-il des commandes tapées à l'invite ? + +Elles sont également considérées comme étant exécutées au sein d'un module — dans ce cas, un module appelé `__main__`. + +Pour vérifier cela, nous pouvons examiner le nom du module actuel via la valeur de `__name__` donnée à l'invite + +```{code-cell} python3 +print(__name__) +``` + +Lorsque nous exécutons un script à l'aide de la commande `run` d'IPython, le contenu du fichier est également exécuté comme faisant partie de `__main__`. + +Pour le voir, créons un fichier `mod.py` qui affiche son propre attribut `__name__` + +```{code-cell} ipython +%%file mod.py +print(__name__) +``` + +Maintenant, examinons deux façons différentes de l'exécuter dans IPython + +```{code-cell} python3 +import mod # Importation standard +``` + +```{code-cell} ipython +%run mod.py # Exécution interactive +``` + +Dans le second cas, le code est exécuté comme faisant partie de `__main__`, donc `__name__` est égal à `__main__`. + +Pour voir le contenu de l'espace de noms de `__main__`, nous utilisons `vars()` plutôt que `vars(__main__)`. + +Si vous faites cela dans IPython, vous verrez tout un tas de variables dont IPython a besoin et qu'il a initialisées lorsque vous avez démarré votre session. + +Si vous préférez ne voir que les variables que vous avez initialisées, utilisez `%whos` + +```{code-cell} ipython +x = 2 +y = 3 + +import numpy as np + +%whos +``` + +## L'espace de noms global + +```{index} single: Python; Namespace (Global) +``` + +La documentation Python fait souvent référence à « l'espace de noms global ». + +L'espace de noms global est *l'espace de noms du module en cours d'exécution*. + +Par exemple, supposons que nous démarrions l'interpréteur et commencions à faire des affectations. + +Nous travaillons maintenant dans le module `__main__`, et donc l'espace de noms de `__main__` est l'espace de noms global. + +Ensuite, nous importons un module appelé `amodule` + +```{code-block} python3 +:class: no-execute + +import amodule +``` + +À ce stade, l'interpréteur crée un espace de noms pour le module `amodule` et commence à exécuter les commandes du module. + +Pendant ce temps, l'espace de noms `amodule.__dict__` est l'espace de noms global. + +Une fois l'exécution du module terminée, l'interpréteur revient au module depuis lequel l'instruction d'importation a été faite. + +Dans ce cas, il s'agit de `__main__`, donc l'espace de noms de `__main__` redevient l'espace de noms global. + +## Espaces de noms locaux + +```{index} single: Python; Namespace (Local) +``` + +Fait important : lorsque nous appelons une fonction, l'interpréteur crée un *espace de noms local* pour cette fonction, et y enregistre les variables. + +La raison de ceci sera expliquée dans un instant. + +Les variables de l'espace de noms local sont appelées *variables locales*. + +Une fois la fonction terminée, l'espace de noms est libéré et perdu. + +Pendant que la fonction s'exécute, nous pouvons voir le contenu de l'espace de noms local avec `locals()`. + +Par exemple, considérons + +```{code-cell} python3 +def f(x): + a = 2 + print(locals()) + return a * x +``` + +Maintenant, appelons la fonction + +```{code-cell} python3 +f(1) +``` + +Vous pouvez voir l'espace de noms local de `f` avant qu'il ne soit détruit. + +## L'espace de noms `__builtins__` + +```{index} single: Python; Namespace (__builtins__) +``` + +Nous avons utilisé diverses fonctions intégrées, telles que `max(), dir(), str(), list(), len(), range(), type()`, etc. + +Comment fonctionne l'accès à ces noms ? + +* Ces définitions sont stockées dans un module appelé `__builtin__`. +* Elles disposent de leur propre espace de noms appelé `__builtins__`. + +```{code-cell} python3 +# Affiche les 10 premiers noms dans `__main__` +dir()[0:10] +``` + +```{code-cell} python3 +# Affiche les 10 premiers noms dans `__builtins__` +dir(__builtins__)[0:10] +``` + +Nous pouvons accéder aux éléments de l'espace de noms comme suit + +```{code-cell} python3 +__builtins__.max +``` + +Mais `__builtins__` est spécial, car nous pouvons toujours y accéder directement aussi + +```{code-cell} python3 +max +``` + +```{code-cell} python3 +__builtins__.max == max +``` + +La section suivante explique comment cela fonctionne... + +## Résolution des noms + +```{index} single: Python; Namespace (Resolution) +``` + +Les espaces de noms sont formidables car ils nous aident à organiser les noms de variables. + +(Tapez `import this` à l'invite et regardez le dernier élément affiché) + +Cependant, nous devons comprendre comment l'interpréteur Python travaille avec plusieurs espaces de noms. + +Comprendre le flux d'exécution nous aidera à vérifier quelles variables sont dans la portée et comment opérer sur elles lors de l'écriture et du débogage des programmes. + + +À tout moment de l'exécution, il existe en fait au moins deux espaces de noms accessibles directement. + +(« Accessible directement » signifie sans utiliser de point, comme dans `pi` plutôt que `math.pi`) + +Ces espaces de noms sont + +* L'espace de noms global (du module en cours d'exécution) +* L'espace de noms builtin + +Si l'interpréteur exécute une fonction, alors les espaces de noms directement accessibles sont + +* L'espace de noms local de la fonction +* L'espace de noms global (du module en cours d'exécution) +* L'espace de noms builtin + +Parfois, des fonctions sont définies à l'intérieur d'autres fonctions, comme ceci + +```{code-cell} python3 +def f(): + a = 2 + def g(): + b = 4 + print(a * b) + g() +``` + +Ici, `f` est la *fonction englobante* de `g`, et chaque fonction dispose de ses propres espaces de noms. + +Maintenant, nous pouvons énoncer la règle qui régit la résolution des espaces de noms : + +L'ordre dans lequel l'interpréteur recherche les noms est + +1. l'espace de noms local (s'il existe) +1. la hiérarchie des espaces de noms englobants (s'ils existent) +1. l'espace de noms global +1. l'espace de noms builtin + +Si le nom ne se trouve dans aucun de ces espaces de noms, l'interpréteur lève une erreur `NameError`. + +C'est ce qu'on appelle la **règle LEGB** (local, englobant, global, builtin). + +Voici un exemple qui aide à illustrer cela. + +Les visualisations ici sont créées par [nbtutor](https://github.com/lgpage/nbtutor) dans un notebook Jupyter. + +Elles peuvent vous aider à mieux comprendre votre programme lorsque vous apprenez un nouveau langage. + +Considérons un script `test.py` qui ressemble à ce qui suit + +```{code-cell} python3 +%%file test.py +def g(x): + a = 1 + x = x + a + return x + +a = 0 +y = g(10) +print("a = ", a, "y = ", y) +``` + +Que se passe-t-il lorsque nous exécutons ce script ? + +```{code-cell} ipython +%run test.py +``` + +Tout d'abord, + +* L'espace de noms global `{}` est créé. + +```{figure} /_static/lecture_specific/oop_intro/global.png +``` + +* L'objet fonction est créé, et `g` lui est lié au sein de l'espace de noms global. +* Le nom `a` est lié à `0`, encore une fois dans l'espace de noms global. + +```{figure} /_static/lecture_specific/oop_intro/global2.png +``` + +Ensuite, `g` est appelé via `y = g(10)`, ce qui conduit à la séquence d'actions suivante + +* L'espace de noms local de la fonction est créé. +* Les noms locaux `x` et `a` sont liés, de sorte que l'espace de noms local devient `{'x': 10, 'a': 1}`. + +Notez que le `a` global n'a pas été affecté par le `a` local. + +```{figure} /_static/lecture_specific/oop_intro/local1.png +``` + + +* L'instruction `x = x + a` utilise le `a` local et le `x` local pour calculer `x + a`, et lie le nom local `x` au résultat. +* Cette valeur est retournée, et `y` lui est lié dans l'espace de noms global. +* Les `x` et `a` locaux sont supprimés (et l'espace de noms local est libéré). + +```{figure} /_static/lecture_specific/oop_intro/local_return.png +``` + + +(mutable_vs_immutable)= +### Paramètres {index}`Mutables ` versus {index}`Immuables ` + +C'est le bon moment pour en dire un peu plus sur les objets mutables versus immuables. + +Considérons le segment de code + +```{code-cell} python3 +def f(x): + x = x + 1 + return x + +x = 1 +print(f(x), x) +``` + +Nous comprenons maintenant ce qui va se passer ici : le code affiche `2` comme valeur de `f(x)` et `1` comme valeur de `x`. + +Tout d'abord, `f` et `x` sont enregistrés dans l'espace de noms global. + +L'appel `f(x)` crée un espace de noms local et y ajoute `x`, lié à `1`. + +Ensuite, ce `x` local est relié au nouvel objet entier `2`, et cette valeur est retournée. + +Rien de tout cela n'affecte le `x` global. + +Cependant, c'est une autre histoire lorsque nous utilisons un type de données **mutable** tel qu'une liste + +```{code-cell} python3 +def f(x): + x[0] = x[0] + 1 + return x + +x = [1] +print(f(x), x) +``` + +Cela affiche `[2]` comme valeur de `f(x)` et *la même chose* pour `x`. + +Voici ce qui se passe + +* `f` est enregistré comme fonction dans l'espace de noms global + +```{figure} /_static/lecture_specific/oop_intro/mutable1.png +``` + +* `x` est lié à `[1]` dans l'espace de noms global + +```{figure} /_static/lecture_specific/oop_intro/mutable2.png +``` + +* L'appel `f(x)` + * Crée un espace de noms local + * Ajoute `x` à l'espace de noms local, lié à `[1]` + +```{figure} /_static/lecture_specific/oop_intro/mutable3.png +``` + +```{note} +Le `x` global et le `x` local se réfèrent au même `[1]` +``` + +Nous pouvons voir que l'identité du `x` local et l'identité du `x` global sont les mêmes + +```{code-cell} python3 +def f(x): + x[0] = x[0] + 1 + print(f'the identity of local x is {id(x)}') + return x + +x = [1] +print(f'the identity of global x is {id(x)}') +print(f(x), x) +``` + +* Au sein de `f(x)` + * La liste `[1]` est modifiée en `[2]` + * Retourne la liste `[2]` + +```{figure} /_static/lecture_specific/oop_intro/mutable4.png +``` +* L'espace de noms local est libéré, et le `x` local est perdu + +```{figure} /_static/lecture_specific/oop_intro/mutable5.png +``` + +Si vous souhaitez modifier le `x` local et le `x` global séparément, vous pouvez créer une [*copie*](https://docs.python.org/3/library/copy.html) de la liste et affecter la copie au `x` local. + +Nous vous laissons explorer cela. \ No newline at end of file diff --git a/lectures/need_for_speed.md b/lectures/need_for_speed.md new file mode 100644 index 0000000..aa2b688 --- /dev/null +++ b/lectures/need_for_speed.md @@ -0,0 +1,526 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: Python pour le calcul scientifique + headings: + Overview: Vue d'ensemble + Major Scientific Libraries: Principales bibliothèques scientifiques + Major Scientific Libraries::Why do we need them?: "Pourquoi en avons-nous besoin\_?" + Major Scientific Libraries::Python's Scientific Ecosystem: L'écosystème scientifique de Python + Why is Pure Python Slow?: "Pourquoi le Python pur est-il lent\_?" + Why is Pure Python Slow?::Type Checking: Vérification de type + Why is Pure Python Slow?::Type Checking::Dynamic typing: Typage dynamique + Why is Pure Python Slow?::Type Checking::Static types: Types statiques + Why is Pure Python Slow?::Data Access: Accès aux données + Why is Pure Python Slow?::Data Access::Summing with Compiled Code: Sommation avec du code compilé + Why is Pure Python Slow?::Data Access::Summing in Pure Python: Sommation en Python pur + Why is Pure Python Slow?::Summary: Résumé + Accelerating Python: Accélérer Python + Accelerating Python::Vectorization: Vectorisation + Accelerating Python::Vectorization vs pure Python loops: Vectorisation vs boucles Python pures + Accelerating Python::JIT compilers: Compilateurs JIT + Parallelization: Parallélisation + Parallelization::Parallelization on CPUs: Parallélisation sur les CPU + Parallelization::Parallelization on CPUs::Multithreading: Multithreading + Parallelization::Parallelization on CPUs::Multiprocessing: Multiprocessing + Parallelization::Parallelization on CPUs::Which Should We Use?: "Que devrions-nous utiliser\_?" + Parallelization::Hardware Accelerators: Accélérateurs matériels + Parallelization::Accessing GPU Resources: Accéder aux ressources GPU +--- + +(speed)= +```{raw} jupyter + +``` + +# Python pour le calcul scientifique + +```{epigraph} +« Nous devrions oublier les petites optimisations, disons environ 97 % du temps : +l'optimisation prématurée est la source de tous les maux. » -- Donald Knuth +``` + +## Vue d'ensemble + +Python est le langage le plus populaire pour de nombreux aspects du calcul scientifique. + +Cela s'explique par + +* la nature accessible et expressive du langage lui-même, +* l'immense gamme de bibliothèques scientifiques de haute qualité, +* le fait que le langage et les bibliothèques soient open source, +* le rôle central que joue Python dans la science des données, l'apprentissage automatique et l'IA. + +Dans les cours précédents, nous avons utilisé quelques bibliothèques scientifiques Python, notamment NumPy et Matplotlib. + +Cependant, notre attention principale portait sur le langage Python de base, plutôt que sur les bibliothèques. + +Nous nous tournons maintenant vers les bibliothèques scientifiques et leur accordons toute notre attention. + +Dans ce cours introductif, nous aborderons les sujets suivants : + +1. Quels sont les principaux éléments de l'écosystème scientifique Python ? +1. Comment s'articulent-ils entre eux ? +1. Comment la situation évolue-t-elle au fil du temps ? + +En plus de ce qui est inclus dans Anaconda, ce cours nécessitera + +```{code-cell} ipython +--- +tags: [hide-output] +--- +!pip install quantecon +``` + +Commençons par quelques importations : + +```{code-cell} ipython +import numpy as np +import quantecon as qe +import matplotlib.pyplot as plt +import random +``` + + +## Principales bibliothèques scientifiques + +Passons brièvement en revue les bibliothèques scientifiques de Python. + + +### Pourquoi en avons-nous besoin ? + +Nous avons besoin des bibliothèques scientifiques de Python pour deux raisons : + +1. Python est petit +2. Python est lent + +**Python est petit** + +Le cœur de Python est petit par conception -- cela facilite l'optimisation, l'accessibilité et la maintenance + +Les bibliothèques scientifiques fournissent les routines que nous ne voulons pas -- et ne devrions probablement pas -- écrire nous-mêmes + +* intégration numérique, interpolation, algèbre linéaire, recherche de racines, etc. + +**Python est lent** + +Une autre raison pour laquelle nous avons besoin des bibliothèques scientifiques est que le Python pur est relativement lent. + +Les bibliothèques scientifiques accélèrent l'exécution en utilisant trois stratégies principales : + +1. Vectorisation : fourniture de code machine compilé et d'interfaces qui rendent ce code accessible +1. Compilation JIT : compilateurs qui convertissent des instructions de type Python en code machine rapide au moment de l'exécution +2. Parallélisation : répartition des tâches sur plusieurs threads / CPU / GPU / TPU + +Nous discuterons de ces idées en profondeur ci-dessous. + + +### L'écosystème scientifique de Python + +À QuantEcon, les bibliothèques scientifiques que nous utilisons le plus souvent sont + +* [NumPy](https://numpy.org/) +* [SciPy](https://scipy.org/) +* [Matplotlib](https://matplotlib.org/) +* [JAX](https://github.com/jax-ml/jax) +* [Pandas](https://pandas.pydata.org/) +* [Numba](https://numba.pydata.org/) + +Voici comment elles s'articulent : + +* NumPy pose les fondations en fournissant un type de données tableau de base (pensez aux + vecteurs et aux matrices) et des fonctions pour agir sur ces tableaux (par exemple, la multiplication + matricielle). +* SciPy s'appuie sur NumPy en ajoutant des méthodes numériques couramment utilisées en science (interpolation, optimisation, recherche de racines, etc.). +* Matplotlib est utilisé pour générer des figures, en mettant l'accent sur le tracé de données stockées dans des tableaux NumPy. +* JAX inclut des opérations de traitement de tableaux similaires à NumPy, la différentiation + automatique, un compilateur juste-à-temps centré sur la parallélisation, et une intégration automatisée avec des accélérateurs matériels tels que les + GPU. +* Pandas fournit des types et des fonctions pour manipuler les données. +* Numba fournit un compilateur juste-à-temps qui fonctionne bien avec NumPy et aide à accélérer le code Python. + +Nous discuterons de toutes ces bibliothèques en détail dans cette série de cours. + + +## Pourquoi le Python pur est-il lent ? + +Comme mentionné ci-dessus, le code numérique écrit en Python pur est relativement lent. + +Essayons de comprendre ce qui explique les vitesses d'exécution lentes. + +### Vérification de type + +Une source de surcoût dans les opérations en Python pur est la vérification de type. + +Essayons de comprendre les enjeux. + +#### Typage dynamique + +```{index} single: Dynamic Typing +``` + +Considérons cette opération Python + +```{code-cell} python3 +a, b = 10, 10 +a + b +``` + +Même pour cette opération simple, l'interpréteur Python a pas mal de travail à faire. + +Par exemple, dans l'instruction `a + b`, l'interpréteur doit savoir quelle +opération invoquer. + +Si `a` et `b` sont des chaînes de caractères, alors `a + b` nécessite une concaténation de chaînes + +```{code-cell} python3 +a, b = 'foo', 'bar' +a + b +``` + +Si `a` et `b` sont des listes, alors `a + b` nécessite une concaténation de listes + +```{code-cell} python3 +a, b = ['foo'], ['bar'] +a + b +``` + + +En conséquence, lors de l'exécution de `a + b`, Python doit d'abord vérifier le type des +objets, puis appeler l'opération correcte. + +Cela implique un surcoût. + +Si nous exécutons cette expression de manière répétée dans une boucle serrée, le surcoût devient important. + + +#### Types statiques + +```{index} single: Static Types +``` + +Les langages compilés évitent ces surcoûts avec des types explicites et statiques. + +Par exemple, considérons le code C suivant, qui additionne les entiers de 1 à 10 + +```{code-block} c +:class: no-execute + +#include + +int main(void) { + int i; + int sum = 0; + for (i = 1; i <= 10; i++) { + sum = sum + i; + } + printf("sum = %d\n", sum); + return 0; +} +``` + +Les variables `i` et `sum` sont explicitement déclarées comme des entiers. + +De plus, lorsque nous faisons une instruction telle que `int i`, nous faisons une promesse au compilateur +que `i` sera *toujours* un entier, tout au long de l'exécution du programme. + +De ce fait, la signification de l'addition dans l'expression `sum + i` est totalement sans ambiguïté. + +Il n'y a pas besoin de vérification de type et donc pas de surcoût. + + +### Accès aux données + +Un autre frein à la vitesse pour les langages de haut niveau est l'accès aux données. + +Pour illustrer, considérons le problème de la sommation de données --- disons, une collection d'entiers. + +#### Sommation avec du code compilé + +En C ou en Fortran, un tableau d'entiers est stocké dans un seul bloc contigu de mémoire + +* Par exemple, un entier de 64 bits est stocké dans 8 octets de mémoire. +* Un tableau de $n$ tels entiers occupe $8n$ octets consécutifs. + +De plus, le type de données est connu au moment de la compilation. + +Ainsi, chaque point de données successif peut être accédé en avançant dans l'espace mémoire +d'une quantité connue et fixe. + + +#### Sommation en Python pur + +Python essaie de reproduire ces idées dans une certaine mesure. + +Par exemple, dans l'implémentation standard de Python (CPython), les éléments d'une liste sont +placés dans des emplacements mémoire qui sont dans un certain sens contigus. + +Cependant, ces éléments de liste ressemblent davantage à des pointeurs vers des données qu'à des données réelles. + +Ainsi, il y a toujours un surcoût impliqué dans l'accès aux valeurs de données elles-mêmes. + +Un tel surcoût est un coupable majeur en ce qui concerne l'exécution lente. + + +### Résumé + +La discussion ci-dessus signifie-t-elle que nous devrions simplement passer à C ou Fortran pour tout ? + +La réponse est : Certainement pas ! + +Pour tout programme donné, relativement peu de lignes seront jamais critiques en termes de temps. + +Il est donc bien plus efficace d'écrire la majeure partie de notre code dans un langage à haute productivité comme Python. + +De plus, même pour les lignes de code qui *sont* critiques en termes de temps, nous pouvons désormais +égaler ou surpasser les binaires compilés à partir de C ou Fortran en utilisant les bibliothèques scientifiques de Python. + +À ce propos, nous soulignons que, ces dernières années, accélérer le code est devenu essentiellement +synonyme de parallélisation. + +Cette tâche est mieux laissée aux compilateurs spécialisés ! + + + +## Accélérer Python + +Dans cette section, nous examinons trois techniques connexes pour accélérer le code Python. + +Ici, nous nous concentrerons sur les idées fondamentales. + +Plus tard, nous examinerons des bibliothèques spécifiques et comment elles implémentent ces idées. + + + +### {index}`Vectorisation ` + +```{index} single: Python; Vectorization +``` + +Une méthode pour éviter le trafic mémoire et la vérification de type est la [programmation +par tableaux](https://en.wikipedia.org/wiki/Array_programming). + +De nombreux économistes désignent généralement la programmation par tableaux par le terme « vectorisation ». + +```{note} +En informatique, ce terme a [une signification légèrement différente](https://en.wikipedia.org/wiki/Automatic_vectorization). +``` + +L'idée clé est d'envoyer les opérations de traitement de tableaux par lots à du code machine natif précompilé et +efficace. + +Le code machine lui-même est généralement compilé à partir de C ou de +Fortran soigneusement optimisé. + +Par exemple, lorsqu'on travaille dans un langage de haut niveau, l'opération d'inversion d'une +grande matrice peut être sous-traitée à du code machine efficace qui est précompilé +à cette fin et fourni aux utilisateurs dans le cadre d'un package. + +Les principaux avantages sont + +1. la vérification de type est payée *par tableau*, plutôt que par élément, et +1. les tableaux contenant des éléments du même type de données sont efficaces en termes + d'accès mémoire. + +L'idée de la vectorisation remonte à MATLAB, qui utilise la vectorisation de manière intensive. + + +```{figure} /_static/lecture_specific/need_for_speed/matlab.png +``` + +NumPy utilise un modèle similaire, inspiré de MATLAB + + +### Vectorisation vs boucles Python pures + +Essayons une comparaison rapide de vitesse pour illustrer comment la vectorisation peut +accélérer le code. + +Voici du code non vectorisé, qui utilise une boucle Python native pour générer, +mettre au carré, puis additionner un grand nombre de variables aléatoires : + +```{code-cell} python3 +n = 1_000_000 +``` + +```{code-cell} python3 +with qe.Timer(): + y = 0 # Accumulera et stockera la somme + for i in range(n): + x = random.uniform(0, 1) + y += x**2 +``` + +Le code vectorisé suivant utilise NumPy, que nous étudierons bientôt en détail, +pour parvenir au même résultat. + +```{code-cell} ipython +rng = np.random.default_rng() +with qe.Timer(): + x = rng.uniform(0, 1, n) + y = np.sum(x**2) +``` + +Comme vous pouvez le voir, le deuxième bloc de code s'exécute beaucoup plus rapidement. + +Il décompose la boucle en trois opérations de base + +1. tirer `n` uniformes +1. les mettre au carré +1. les additionner + +Ces opérations sont envoyées comme opérateurs par lots à du code machine optimisé. + + + + +(numba-p_c_vectorization)= +### Compilateurs JIT + +Au mieux, la vectorisation produit du code rapide et simple. + +Cependant, elle n'est pas sans inconvénients. + +Un problème est qu'elle peut être très gourmande en mémoire. + +Cela est dû au fait que la vectorisation tend à créer de nombreux tableaux intermédiaires avant +de produire le calcul final. + +Un autre problème est que tous les algorithmes ne peuvent pas être vectorisés. + +En raison de ces problèmes, la plupart du calcul haute performance s'éloigne de +la vectorisation traditionnelle et se tourne vers l'utilisation de [compilateurs +juste-à-temps](https://en.wikipedia.org/wiki/Just-in-time_compilation). + +Dans les cours ultérieurs de cette série, nous apprendrons comment les bibliothèques +Python modernes exploitent les compilateurs juste-à-temps pour générer du code machine rapide, efficace et +parallélisé. + + + + +## Parallélisation + +La croissance de la fréquence d'horloge des CPU (c'est-à-dire la vitesse à laquelle une seule chaîne logique +peut être exécutée) a considérablement ralenti ces dernières années. + +Les concepteurs de puces et les programmeurs ont répondu à ce ralentissement en +cherchant une voie différente vers une exécution rapide : la parallélisation. + +Cela implique + +1. d'augmenter le nombre de CPU intégrés dans chaque machine +1. de connecter des accélérateurs matériels tels que les GPU et les TPU + +Pour les programmeurs, le défi a été d'exploiter ce matériel +en exécutant de nombreux processus en parallèle. + +Ci-dessous, nous discutons de la parallélisation pour le calcul scientifique, en mettant l'accent sur + +1. les outils de parallélisation en Python et +1. comment ces outils peuvent être appliqués à des problèmes économiques quantitatifs. + + +### Parallélisation sur les CPU + +Passons en revue les deux principaux types de parallélisation basée sur les CPU couramment utilisés dans +le calcul scientifique et discutons de leurs avantages et inconvénients. + + +#### Multithreading + +Le multithreading signifie exécuter plusieurs threads d'exécution au sein d'un seul processus. + +Tous les threads partagent le même espace mémoire, ils peuvent donc lire et écrire dans les mêmes tableaux sans copier de données. + +Par exemple, lorsqu'une opération numérique sur un grand tableau s'exécute sur un ordinateur portable moderne, la charge de travail peut être répartie sur les multiples cœurs de CPU de la machine, chaque cœur traitant une portion du tableau. + +```{note} +Le Python natif peine à implémenter le multithreading en raison de certaines [caractéristiques de conception +héritées](https://wiki.python.org/moin/GlobalInterpreterLock). +Mais ce n'est pas une restriction pour les bibliothèques scientifiques comme NumPy et Numba. +Les fonctions importées de ces bibliothèques et le code compilé en JIT s'exécutent dans des environnements +d'exécution de bas niveau où les restrictions héritées de Python ne s'appliquent pas. +``` + + +#### Multiprocessing + +Le multiprocessing signifie exécuter plusieurs processus indépendants, chacun avec son propre espace mémoire séparé. + +Comme la mémoire n'est pas partagée, les processus communiquent en s'échangeant des données. + +Le multiprocessing peut s'exécuter sur une seule machine ou être distribué sur un cluster de machines connectées par un réseau. + + +#### Que devrions-nous utiliser ? + +Pour le travail numérique sur une seule machine, le multithreading est généralement préféré --- il est léger et le modèle de mémoire partagée est très pratique. + +Le multiprocessing devient important lors du passage à l'échelle au-delà d'une seule machine. + +Pour la grande majorité de ce que nous faisons dans ces cours, le multithreading suffira. + + +### Accélérateurs matériels + +Une source de parallélisme plus spectaculaire provient d'accélérateurs matériels +spécialisés, en particulier les **GPU** (Graphics Processing Units, unités de traitement graphique). + +Les GPU ont été conçus à l'origine pour le rendu graphique, qui nécessite d'effectuer +la même opération sur de nombreux pixels simultanément. + +```{figure} /_static/lecture_specific/need_for_speed/geforce.png +:scale: 40 +``` + +Cette architecture --- des milliers de cœurs simples exécutant la même instruction +sur différents points de données --- s'avère idéale pour le calcul scientifique. + +```{note} +Un **cœur** est une unité de traitement indépendante au sein d'une puce --- un circuit qui +peut exécuter des instructions par lui-même. Un CPU possède généralement un petit nombre de +cœurs puissants, chacun capable de gérer des séquences complexes d'opérations. Un GPU +regroupe plutôt des milliers de cœurs plus petits et plus simples, chacun conçu pour effectuer des +opérations arithmétiques de base. La puissance du GPU vient du fait que tous ces +cœurs travaillent simultanément sur différentes parties du même problème. +``` + +Lorsqu'un calcul peut être exprimé comme des opérations indépendantes sur de grands tableaux de +données, les GPU peuvent être plusieurs ordres de grandeur plus rapides que les CPU. + +Les **TPU** (Tensor Processing Units, unités de traitement tensoriel), conçus par Google pour l'apprentissage automatique, +suivent une philosophie similaire, en optimisant pour des opérations matricielles parallèles massives. + + +### Accéder aux ressources GPU + +De nombreuses stations de travail et ordinateurs portables sont désormais équipés de GPU performants, et un seul +GPU moderne est souvent suffisant pour des projets de recherche individuels. + +Les bibliothèques Python modernes comme JAX, largement abordée dans cette série de cours, +détectent et utilisent automatiquement les GPU disponibles avec un minimum de modifications de code. + +Pour les problèmes à plus grande échelle, les serveurs multi-GPU (souvent 4 à 8 GPU par machine) sont +de plus en plus courants. + +```{figure} /_static/lecture_specific/need_for_speed/dgx.png +:scale: 40 +``` + +Avec un logiciel approprié, les calculs peuvent être distribués sur plusieurs GPU, +que ce soit au sein d'un seul serveur ou sur un cluster. + +Nous explorerons le calcul GPU plus en détail dans les cours ultérieurs, en l'appliquant à une +gamme d'applications économiques. \ No newline at end of file diff --git a/lectures/numba.md b/lectures/numba.md new file mode 100644 index 0000000..f32f112 --- /dev/null +++ b/lectures/numba.md @@ -0,0 +1,1043 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst + format_version: 0.13 + jupytext_version: 1.16.7 +kernelspec: + display_name: Python 3 (ipykernel) + language: python + name: python3 +translation: + title: Numba + headings: + Overview: Vue d'ensemble + Compiling Functions: Compiler des fonctions + Compiling Functions::An Example: Un exemple + Compiling Functions::An Example::Base Version: Version de base + Compiling Functions::An Example::Acceleration via Numba: Accélération via Numba + Compiling Functions::How and When it Works: Comment et quand cela fonctionne + Sharp Bits: Points délicats + Sharp Bits::Typing: Typage + Sharp Bits::Global Variables: Variables globales + Multithreaded Loops in Numba: Boucles multithreadées dans Numba + Exercises: Exercices +--- + +(numba_lecture)= +```{raw} jupyter + +``` + +# Numba + +En plus de ce qui est inclus dans Anaconda, ce cours nécessitera les bibliothèques suivantes : + +```{code-cell} ipython3 +:tags: [hide-output] + +!pip install quantecon +``` + +Veuillez également vous assurer que vous disposez de la dernière version d'Anaconda, car les anciennes versions sont une {doc}`source fréquente d'erreurs `. + +Commençons par quelques importations : + +```{code-cell} ipython3 +import numpy as np +import quantecon as qe +import matplotlib.pyplot as plt +``` + + +## Vue d'ensemble + +Dans un {doc}`cours précédent `, nous avons abordé la vectorisation, +qui peut améliorer la vitesse d'exécution en envoyant les opérations de traitement de tableaux par lots vers du code de bas niveau efficace. + +Cependant, comme {ref}`discuté dans ce cours `, +les schémas de vectorisation traditionnels présentent des faiblesses : + +* Très gourmands en mémoire pour les opérations composées sur les tableaux +* Inefficaces ou impossibles pour certains algorithmes + +Une façon de contourner ces problèmes consiste à utiliser [Numba](https://numba.pydata.org/), un +**compilateur à la volée (JIT)** pour Python. + +Numba compile les fonctions en instructions machine natives lors de l'exécution. + +Lorsqu'il y parvient, le résultat est une performance comparable à celle du code C ou Fortran compilé. + +De plus, Numba peut effectuer des astuces utiles telles que le {ref}`multithreading `. + +Ce cours présente les idées essentielles. + + +```{note} +Certains lecteurs pourraient être curieux de connaître la relation entre Numba et [Julia](https://julialang.org/), +qui contient son propre compilateur JIT. Bien que les deux compilateurs soient similaires à +de nombreux égards, Numba est moins ambitieux, ne cherchant à compiler qu'un petit sous-ensemble +du langage Python. Bien que cela puisse ressembler à un défaut, c'est aussi une +force : la nature plus restrictive de Numba le rend facile à bien utiliser et +performant dans ce qu'il fait. +``` + + + +(numba_link)= +## {index}`Compiler des fonctions ` + +```{index} single: Python; Numba +``` + + +(quad_map_eg)= +### Un exemple + +Considérons un problème difficile à vectoriser (c'est-à-dire à confier à des opérations de traitement de tableaux). + +Le problème consiste à générer la trajectoire via l'application quadratique + +$$ + x_{t+1} = \alpha x_t (1 - x_t) +$$ + +Dans ce qui suit, nous posons $\alpha = 4$. + +#### Version de base + +Voici le tracé d'une trajectoire typique, à partir de $x_0 = 0.1$, avec $t$ sur l'axe des abscisses + +```{code-cell} ipython3 +def qm(x0, n, α=4.0): + x = np.empty(n+1) + x[0] = x0 + for t in range(n): + x[t+1] = α * x[t] * (1 - x[t]) + return x + +x = qm(0.1, 250) +fig, ax = plt.subplots() +ax.plot(x, 'b-', lw=2, alpha=0.8) +ax.set_xlabel('$t$', fontsize=12) +ax.set_ylabel('$x_{t}$', fontsize = 12) +plt.show() +``` + +Voyons combien de temps cela prend pour un grand $n$ + +```{code-cell} ipython3 +n = 10_000_000 + +with qe.Timer() as timer1: + # Chronométrage de la version Python de base + x = qm(0.1, n) + +``` + + +#### Accélération via Numba + +Pour accélérer la fonction `qm` à l'aide de Numba, nous importons d'abord la fonction `jit` + + +```{code-cell} ipython3 +from numba import jit +``` + +Nous l'appliquons maintenant à `qm`, produisant une nouvelle fonction : + +```{code-cell} ipython3 +qm_numba = jit(qm) +``` + +La fonction `qm_numba` est une version de `qm` qui est « ciblée » pour +la compilation JIT. + +Nous expliquerons ce que cela signifie dans un instant. + +Chronométrons cette nouvelle version : + +```{code-cell} ipython3 +with qe.Timer() as timer2: + # Chronométrage de la version jittée + x = qm_numba(0.1, n) +``` + +C'est un gain de vitesse important. + +En fait, la fois suivante et toutes les fois suivantes, elle s'exécute encore plus vite car la +fonction a été compilée et se trouve en mémoire : + +(qm_numba_result)= + +```{code-cell} ipython3 +with qe.Timer() as timer3: + # Deuxième exécution + x = qm_numba(0.1, n) +``` + +Voici le gain de vitesse + +```{code-cell} ipython3 +timer1.elapsed / timer3.elapsed +``` + +C'est un grand gain pour une petite modification de notre code d'origine. + +Voyons comment cela fonctionne. + +### Comment et quand cela fonctionne + +Numba tente de générer du code machine rapide en utilisant l'infrastructure fournie +par le [projet LLVM](https://llvm.org/). + +Il le fait en inférant les informations de type à la volée. + +(Voir notre {doc}`cours précédent ` sur le calcul scientifique pour une discussion sur les types.) + +L'idée de base est la suivante : + +* Python est très flexible et nous pourrions donc appeler la fonction qm avec de nombreux types. + * par exemple, `x0` pourrait être un tableau NumPy ou une liste, `n` pourrait être un entier ou un flottant, etc. +* Cela rend très difficile la génération de code machine efficace *à l'avance* (c'est-à-dire avant l'exécution). +* Cependant, lorsque nous *appelons* effectivement la fonction, par exemple en exécutant `qm(0.5, 10)`, + les types de `x0`, `α` et `n` sont déterminés. +* De plus, les types *des autres variables* dans `qm` *peuvent être inférés une fois les types d'entrée connus*. +* La stratégie de Numba et des autres compilateurs JIT consiste donc à *attendre que la fonction soit appelée*, puis à compiler. + +C'est ce qu'on appelle la compilation « à la volée » (« just-in-time »). + +Notez que, si vous effectuez l'appel `qm_numba(0.5, 10)` puis le faites suivre de `qm_numba(0.9, 20)`, la compilation n'a lieu qu'au premier appel. + +C'est parce que le code compilé est mis en cache et réutilisé au besoin. + +C'est pourquoi, dans le code ci-dessus, la deuxième exécution de `qm_numba` est plus rapide. + +```{admonition} Remarque +En pratique, plutôt que d'écrire `qm_numba = jit(qm)`, nous utilisons généralement +la syntaxe de *décorateur* et plaçons `@jit` avant la définition de la fonction. Cela équivaut +à ajouter `qm = jit(qm)` après la définition. +``` + + +## Points délicats + +Numba est relativement facile à utiliser mais pas toujours sans accroc. + +Passons en revue certains des problèmes que les utilisateurs rencontrent. + +### Typage + +Une inférence de type réussie est la clé de la compilation JIT. + +Dans un contexte idéal, Numba peut inférer toutes les informations de type nécessaires. + +Lorsque Numba *ne peut pas* inférer toutes les informations de type, il lève une erreur. + +Par exemple, dans le contexte ci-dessous, Numba est incapable de déterminer le type de la +fonction `g` lors de la compilation de `iterate` + +```{code-cell} ipython3 +@jit +def iterate(f, x0, n): + x = x0 + for t in range(n): + x = f(x) + return x + +# Non jitté +def g(x): + return np.cos(x) - 2 * np.sin(x) + +# Ce code génère une erreur +try: + iterate(g, 0.5, 100) +except Exception as e: + print(e) +``` + +Dans le cas présent, nous pouvons facilement corriger cela en compilant `g`. + +```{code-cell} ipython3 +@jit +def g(x): + return np.cos(x) - 2 * np.sin(x) + +iterate(g, 0.5, 100) +``` + +Dans d'autres cas, comme lorsque nous voulons utiliser des fonctions de bibliothèques externes +telles que `SciPy`, il pourrait ne pas y avoir de solution de contournement simple. + + +### Variables globales + +Une autre chose à laquelle il faut faire attention lors de l'utilisation de Numba est la gestion des +variables globales. + +Par exemple, considérez le code suivant + +```{code-cell} ipython3 +a = 1 + +@jit +def add_a(x): + return a + x + +print(add_a(10)) +``` + +```{code-cell} ipython3 +a = 2 + +print(add_a(10)) +``` + +Remarquez que changer la variable globale n'a eu aucun effet sur la valeur renvoyée par la +fonction 😱. + +Lorsque Numba compile du code machine pour les fonctions, il traite les variables globales comme +des constantes afin de garantir la stabilité des types. + +Pour éviter cela, passez les valeurs comme arguments de fonction plutôt que de dépendre des variables globales. + + +(multithreading)= +## Boucles multithreadées dans Numba + +En plus de la compilation JIT, Numba offre un support pour le calcul parallèle sur CPU et GPU. + +L'outil clé pour la parallélisation sur CPU dans Numba est la fonction `prange`, qui indique à +Numba d'exécuter les itérations de boucle en parallèle sur les cœurs disponibles. + +Pour illustrer, examinons d'abord un morceau de code simple, à un seul thread (c'est-à-dire non parallélisé). + +Le code simule la mise à jour de la richesse $w_t$ d'un ménage via la règle + +$$ +w_{t+1} = R_{t+1} s w_t + y_{t+1} +$$ + +Ici + +* $R$ est le taux de rendement brut des actifs +* $s$ est le taux d'épargne du ménage et +* $y$ est le revenu du travail. + +Nous modélisons à la fois $R$ et $y$ comme des tirages indépendants d'une loi +log-normale. + +Voici le code : + +```{code-cell} ipython3 +@jit +def update(w, r=0.1, s=0.3, v1=0.1, v2=1.0): + " Met à jour la richesse du ménage. " + # Tirage des chocs + R = np.exp(v1 * np.random.randn()) * (1 + r) + y = np.exp(v2 * np.random.randn()) + # Mise à jour de la richesse + w = R * s * w + y + return w +``` + +Voyons comment la richesse évolue sous cette règle. + +```{code-cell} ipython3 +fig, ax = plt.subplots() + +T = 100 +w = np.empty(T) +w[0] = 5 +for t in range(T-1): + w[t+1] = update(w[t]) + +ax.plot(w) +ax.set_xlabel('$t$', fontsize=12) +ax.set_ylabel('$w_{t}$', fontsize=12) +plt.show() +``` + +Supposons maintenant que nous ayons une grande population de ménages et que nous voulions +savoir quelle sera la richesse médiane. + +Ce n'est pas facile à résoudre avec un crayon et du papier, nous utiliserons donc la simulation +à la place : + +1. Simuler un grand nombre de ménages dans le temps +2. Calculer la richesse médiane + +Voici le code : + +```{code-cell} ipython3 +@jit +def compute_long_run_median(w0=1, T=1000, num_reps=50_000): + obs = np.empty(num_reps) + # Pour chaque ménage + for i in range(num_reps): + # Fixer la condition initiale et avancer dans le temps + w = w0 + for t in range(T): + w = update(w) + # Enregistrer la valeur finale + obs[i] = w + # Prendre la médiane de toutes les valeurs finales + return np.median(obs) +``` + +Voyons à quelle vitesse cela s'exécute : + +```{code-cell} ipython3 +with qe.Timer(): + # Préchauffage + compute_long_run_median() +``` + +```{code-cell} ipython3 +with qe.Timer(): + # Deuxième exécution + compute_long_run_median() +``` + +Pour accélérer cela, nous allons le paralléliser via le multithreading. + +Pour ce faire, nous ajoutons l'option `parallel=True` et remplaçons `range` par `prange` : + +```{code-cell} ipython3 +from numba import prange + +@jit(parallel=True) +def compute_long_run_median_parallel( + w0=1, T=1000, num_reps=50_000 + ): + obs = np.empty(num_reps) + for i in prange(num_reps): # Parallélisation sur les ménages + w = w0 + for t in range(T): + w = update(w) + obs[i] = w + return np.median(obs) +``` + +Regardons le chronométrage : + +```{code-cell} ipython3 +with qe.Timer(): + # Préchauffage + compute_long_run_median_parallel() +``` + +```{code-cell} ipython3 +with qe.Timer(): + # Deuxième exécution + compute_long_run_median_parallel() +``` + +L'accélération est significative. + +Remarquez que nous parallélisons entre les ménages plutôt que sur le temps -- les mises à jour d'un +ménage individuel à travers les périodes de temps sont intrinsèquement séquentielles. + +Pour la parallélisation basée sur GPU, voir nos {doc}`cours sur JAX `. + +## Exercices + +{ref}`speed_ex1` et {ref}`numba_ex3` estiment tous deux $\pi$ par Monte-Carlo à partir d'échantillons aléatoires dans le carré unité. + +Nous les générons ici et les stockons dans `u_draws` et `v_draws` afin de pouvoir les utiliser dans les deux exercices et comparer les résultats + +```{code-cell} ipython3 +n = 1_000_000 +rng = np.random.default_rng() +u_draws = rng.uniform(size=n) +v_draws = rng.uniform(size=n) +``` + +```{exercise} +:label: speed_ex1 + +{ref}`Précédemment `, nous avons examiné comment approcher $\pi$ par +Monte-Carlo. + +Utilisez la même idée ici, mais rendez le code efficace en utilisant Numba. + +Comparez la vitesse avec et sans Numba lorsque la taille de l'échantillon est grande. +``` + +```{solution-start} speed_ex1 +:class: dropdown +``` + +Voici une solution : + +```{code-cell} ipython3 +@jit +def calculate_pi(u_draws, v_draws): + n = len(u_draws) + count = 0 + for i in range(n): + u, v = u_draws[i], v_draws[i] + d = np.sqrt((u - 0.5)**2 + (v - 0.5)**2) + if d < 0.5: + count += 1 + + area_estimate = count / n + return area_estimate * 4 # division par le rayon**2 +``` + +Voyons maintenant à quelle vitesse cela s'exécute : + +```{code-cell} ipython3 +with qe.Timer(): + calculate_pi(u_draws, v_draws) +``` + +```{code-cell} ipython3 +with qe.Timer(): + calculate_pi(u_draws, v_draws) +``` + +Si nous désactivons la compilation JIT en supprimant `@jit`, le code prend environ +150 fois plus de temps sur notre machine. + +Nous obtenons donc un gain de vitesse de 2 ordres de grandeur en ajoutant quatre caractères. + +La solution ci-dessus adopte l'une des deux approches naturelles : elle *tire tous les +points aléatoires d'abord*, les stocke dans `u_draws` et `v_draws`, puis laisse la +fonction jittée les parcourir en boucle. + +L'autre approche consiste à *tirer chaque point à l'intérieur de la boucle*. + +Pour ce faire avec un `Generator` NumPy, nous passons `rng` en argument et appelons `rng.uniform()` à l'intérieur du corps de la boucle + +```{code-cell} ipython3 +@jit +def calculate_pi_in_loop(rng, n): + count = 0 + for i in range(n): + u, v = rng.uniform(), rng.uniform() + d = np.sqrt((u - 0.5)**2 + (v - 0.5)**2) + if d < 0.5: + count += 1 + return (count / n) * 4 +``` + +```{code-cell} ipython3 +with qe.Timer(): + calculate_pi_in_loop(rng, n) +``` + +Dans ce contexte séquentiel, les deux approches donnent des estimations tout aussi bonnes et s'exécutent à une +vitesse similaire, mais elles ne sont pas équivalentes en termes d'*utilisation de la mémoire*. + +La première approche +doit conserver l'ensemble des $2n$ tirages en mémoire à la fois --- deux tableaux de `n` nombres à virgule +flottante, soit environ `16n` octets (environ $1.6$ Go lorsque `n = 100_000_000`). + +La +seconde tire chaque point à la demande et le rejette, de sorte que son empreinte mémoire +n'augmente pas avec `n`. + +Cela pourrait suggérer que tirer à l'intérieur de la boucle est le meilleur choix par défaut. + + Mais comme nous +le verrons dans {ref}`numba_ex_race`, tirer à l'intérieur de la boucle interagit +mal avec la parallélisation. + +```{solution-end} +``` + +```{exercise-start} +:label: speed_ex2 +``` + +Dans la série de cours [Introduction to Quantitative Economics with +Python](https://intro.quantecon.org/intro.html), vous pouvez tout apprendre +sur les chaînes de Markov à états finis. + +Pour l'instant, concentrons-nous simplement sur la simulation d'un exemple très simple d'une telle chaîne. + +Supposons que la volatilité des rendements d'un actif puisse se trouver dans l'un des deux régimes --- élevé ou faible. + +Les probabilités de transition entre les états sont les suivantes + +```{image} /_static/lecture_specific/sci_libs/nfs_ex1.png +:align: center +``` + +Par exemple, prenons une durée de période d'un jour, et supposons que l'état actuel est élevé. + +Nous voyons sur le graphique que l'état de demain sera + +* élevé avec une probabilité de 0,8 +* faible avec une probabilité de 0,2 + +Votre tâche est de simuler une séquence d'états quotidiens de volatilité selon cette règle. + +Fixez la longueur de la séquence à `n = 1_000_000` et commencez dans l'état élevé. + +Implémentez une version en Python pur et une version Numba, et comparez les vitesses. + +Pour tester votre code, évaluez la fraction du temps que la chaîne passe dans l'état faible. + +Si votre code est correct, elle devrait être d'environ 2/3. + + +```{hint} +:class: dropdown + +* Représentez l'état faible par 0 et l'état élevé par 1. +* Si vous voulez stocker des entiers dans un tableau NumPy puis appliquer la compilation JIT, utilisez `x = np.empty(n, dtype=np.int64)`. + +``` + +```{exercise-end} +``` + +```{solution-start} speed_ex2 +:class: dropdown +``` + +Nous posons + +- 0 représente « faible » +- 1 représente « élevé » + +```{code-cell} ipython3 +p, q = 0.1, 0.2 # Prob. de quitter respectivement l'état faible et l'état élevé +``` + +Voici une version en Python pur de la fonction + +```{code-cell} ipython3 +n = 1_000_000 +rng = np.random.default_rng() +U = rng.uniform(0, 1, size=n) + +def compute_series(n, U): + x = np.empty(n, dtype=np.int64) + x[0] = 1 # Commencer dans l'état 1 + for t in range(1, n): + current_x = x[t-1] + if current_x == 0: + x[t] = U[t] < p + else: + x[t] = U[t] > q + return x +``` + +Exécutons ce code et vérifions que la fraction du temps passé dans l'état +faible est d'environ 0,666 + +```{code-cell} ipython3 +x = compute_series(n, U) +print(np.mean(x == 0)) # Fraction du temps où x est dans l'état 0 +``` + +C'est (approximativement) la bonne sortie. + +Chronométrons-le maintenant : + +```{code-cell} ipython3 +with qe.Timer(): + compute_series(n, U) +``` + +Ensuite, implémentons une version Numba, ce qui est facile + +```{code-cell} ipython3 +compute_series_numba = jit(compute_series) +``` + +Vérifions que nous obtenons toujours les bons nombres + +```{code-cell} ipython3 +x = compute_series_numba(n, U) +print(np.mean(x == 0)) +``` + +Voyons le temps + +```{code-cell} ipython3 +with qe.Timer(): + compute_series_numba(n, U) +``` + +C'est une belle amélioration de vitesse pour une ligne de code ! + +```{solution-end} +``` + +```{exercise} +:label: numba_ex3 + +Dans {ref}`un exercice précédent `, nous avons utilisé Numba pour accélérer un +effort de calcul de la constante $\pi$ par Monte-Carlo. + +Essayez maintenant d'ajouter la parallélisation et voyez si vous obtenez des gains de vitesse supplémentaires. + +Vous ne devez pas vous attendre à d'énormes gains ici car, bien qu'il y ait de nombreuses +tâches indépendantes (tirer un point et tester s'il est dans le cercle), chacune a un +temps d'exécution faible. + +De manière générale, la parallélisation est moins efficace lorsque les +tâches individuelles à paralléliser sont très petites par rapport au temps d'exécution total. + +Cela est dû aux surcoûts associés à la répartition de toutes ces petites tâches sur plusieurs CPU. + +Néanmoins, avec un matériel adapté, il est possible d'obtenir des gains de vitesse non triviaux dans cet exercice. + +Pour la taille de la simulation Monte-Carlo, utilisez quelque chose de substantiel, comme +`n = 100_000_000`. +``` + +```{solution-start} numba_ex3 +:class: dropdown +``` + +Voici une solution : + +```{code-cell} ipython3 +@jit(parallel=True) +def calculate_pi(u_draws, v_draws): + n = len(u_draws) + count = 0 + for i in prange(n): + u, v = u_draws[i], v_draws[i] + d = np.sqrt((u - 0.5)**2 + (v - 0.5)**2) + if d < 0.5: + count += 1 + + area_estimate = count / n + return area_estimate * 4 # division par le rayon**2 +``` + +Voyons maintenant à quelle vitesse cela s'exécute : + +```{code-cell} ipython3 +with qe.Timer(): + calculate_pi(u_draws, v_draws) +``` + +```{code-cell} ipython3 +with qe.Timer(): + calculate_pi(u_draws, v_draws) +``` + +En activant et désactivant la parallélisation (en choisissant `True` ou +`False` dans l'annotation `@jit`), nous pouvons tester le gain de vitesse que +le multithreading apporte en plus de la compilation JIT. + +Sur notre station de travail, nous constatons que la parallélisation augmente la vitesse d'exécution d'un +facteur de 2 ou 3. + +(Si vous exécutez localement, vous obtiendrez des nombres différents, dépendant principalement +du nombre de CPU sur votre machine.) + +Remarquez que nous avons tiré tous les points aléatoires *avant* la boucle et les avons passés +comme tableaux, de sorte que la boucle parallèle ne fait que *lire* depuis la mémoire. + +Tirer les points *à l'intérieur* de la boucle parallèle est étonnamment délicat. + + +Nous étudions pourquoi, et comment le faire de manière sûre, dans +{ref}`numba_ex_race`. + +```{solution-end} +``` + + +```{exercise} +:label: numba_ex_race + +Dans {ref}`numba_ex3`, nous avons tiré tous les points aléatoires *avant* la boucle parallèle. + +Il est tentant de plutôt tirer chaque point *à l'intérieur* de la boucle `prange`, en passant un générateur `rng` en argument et en appelant `rng.uniform()` dans le corps de la boucle. + +Essayez-le : le code devrait s'exécuter et renvoyer un nombre proche de $\pi$, pourtant il y a un bug subtil dans cette approche. + +Enquêtez comme suit : + +1. Appelez votre fonction quelques fois avec la *même* graine et vérifiez si le résultat est reproductible. +2. Répétez l'estimation de nombreuses fois sur une gamme de tailles d'échantillon et comparez sa dispersion à celle d'une version parallèle correcte. + +Expliquez ensuite ce qui ne va pas et donnez une manière correcte de tirer à l'intérieur d'une boucle parallèle. + +Astuce : essayez d'utiliser une fonction aléatoire ancienne telle que `np.random.uniform()` au lieu d'un `Generator` et voyez ce qui se passe. +``` + +```{solution-start} numba_ex_race +:class: dropdown +``` + +Voici la version tentante. + +Nous passons `rng` en argument et l'appelons à l'intérieur de la boucle `prange`. + +```{code-cell} ipython3 +n = 1_000_000 +rng = np.random.default_rng() + +@jit(parallel=True) +def calculate_pi_in_loop(rng, n): + count = 0 + for i in prange(n): + u, v = rng.uniform(), rng.uniform() + d = np.sqrt((u - 0.5)**2 + (v - 0.5)**2) + if d < 0.5: + count += 1 + return (count / n) * 4 + +calculate_pi_in_loop(rng, n) +``` + +Le code s'exécute sans erreur et renvoie quelque chose de proche de $\pi$. + +Mais quelque chose ne va pas silencieusement avec les résultats. + +Ici, chaque thread tire du *même* générateur `rng`. + +Un générateur produit chaque nombre en mettant à jour un état interne. + +Sous `prange`, de nombreux threads lisent et mettent à jour ce seul état à la fois, sans coordination entre eux. + +C'est une [**course aux données** (data race)](https://docs.oracle.com/cd/E19205-01/820-0619/geojs/index.html). + +Elle crée des corrélations entre les tirages et peut même faire que certains tirages soient dupliqués de manière +imprévisible. + +Deux symptômes révèlent le problème. + +*Symptôme 1 : le résultat n'est plus reproductible.* + +Un générateur correct renvoie la même réponse chaque fois qu'on lui donne la même graine. + +À cause de la course aux données, l'ordre dans lequel les threads touchent l'état partagé affecte le flux de tirages, de sorte que la réponse n'est pas reproductible même lorsque la graine est fixée. + +```{code-cell} ipython3 +for seed in (1, 1, 1): + print(calculate_pi_in_loop(np.random.default_rng(seed), n)) +``` + +Chaque appel utilise la même graine, pourtant les réponses diffèrent. + +*Symptôme 2 : l'estimateur est bien plus bruité qu'il ne devrait l'être.* + +Les tirages dupliqués et corrélés portent moins d'information que $n$ tirages indépendants, de sorte que la taille d'échantillon *effective* est bien plus petite que $n$. + +La solution consiste à donner à chaque thread son propre état aléatoire, ce que les anciennes fonctions de NumPy telles que `np.random.uniform()` font automatiquement sous Numba. + +```{code-cell} ipython3 +@jit(parallel=True) +def calculate_pi_legacy(n): + count = 0 + for i in prange(n): + u, v = np.random.uniform(0, 1), np.random.uniform(0, 1) + d = np.sqrt((u - 0.5)**2 + (v - 0.5)**2) + if d < 0.5: + count += 1 + return (count / n) * 4 +``` + +Pour voir le coût de la course, nous répétons chaque estimation de nombreuses fois et traçons sa dispersion par rapport à la version correcte à mesure que la taille de l'échantillon augmente. + +```{code-cell} ipython3 +sample_sizes = np.logspace(3, 6, 10).astype(int) +num_reps = 20 + +methods = [("état par thread (correct)", + lambda n: calculate_pi_legacy(n), 'C0'), + ("générateur partagé dans prange (course aux données)", + lambda n: calculate_pi_in_loop(np.random.default_rng(), n), 'C1')] + +fig, ax = plt.subplots() +for label, estimate, color in methods: + draws = np.array([[estimate(int(m)) for _ in range(num_reps)] + for m in sample_sizes]) + means, stds = draws.mean(axis=1), draws.std(axis=1) + ax.plot(sample_sizes, means, color=color, marker='o', ms=3, label=label) + ax.fill_between(sample_sizes, means - 2 * stds, means + 2 * stds, + color=color, alpha=0.2) +ax.axhline(np.pi, color='k', lw=0.8, ls='--', label=r'$\pi$') +ax.set_xscale('log') +ax.set_xlabel('nombre d\'échantillons') +ax.set_ylabel(r'estimation de $\pi$') +ax.legend() +plt.show() +``` + +Les deux bandes sont centrées sur $\pi$, mais la bande associée à la course aux données est bien plus large que l'autre et se rétrécit très lentement à mesure que la taille de l'échantillon augmente. + +L'autre option sûre est celle de {ref}`numba_ex3` : tirer les points avant la boucle afin que la boucle parallèle ne fasse que lire depuis la mémoire. + +```{solution-end} +``` + + +```{exercise} +:label: numba_ex_draw_speed + +Nous avons maintenant deux façons correctes d'estimer $\pi$ en parallèle. + +L'une tire tous les points *avant* la boucle, comme dans {ref}`numba_ex3`. + +L'autre les tire *à l'intérieur* de la boucle avec des fonctions anciennes, comme dans {ref}`numba_ex_race`. + +Comparez leur vitesse à `n = 100_000_000`, en incluant le temps passé à générer les points aléatoires. +``` + +```{solution-start} numba_ex_draw_speed +:class: dropdown +``` + +Nous chronométrons chaque approche du début à la fin, de sorte que la version qui pré-tire paie pour la construction de ses tableaux. + +```{code-cell} ipython3 +n = 100_000_000 +rng = np.random.default_rng() + +with qe.Timer(): + u_draws = rng.uniform(size=n) + v_draws = rng.uniform(size=n) + calculate_pi(u_draws, v_draws) +``` + +```{code-cell} ipython3 +with qe.Timer(): + calculate_pi_legacy(n) +``` + +Tirer à l'intérieur de la boucle est bien plus rapide. + +La version qui pré-tire génère ses deux tableaux sur un seul thread avant le début de la boucle. + +La version en boucle répartit plutôt la génération de nombres aléatoires sur tous les threads. + +Elle évite également d'allouer deux tableaux de `n` nombres, ce qui économise à la fois du temps et de la mémoire. + +```{solution-end} +``` + + +```{exercise} +:label: numba_ex4 + +Dans {doc}`notre cours sur SciPy`, nous avons abordé l'évaluation d'une option d'achat dans un +contexte où le prix de l'action sous-jacente suivait une distribution simple et bien +connue. + +Ici, nous abordons un contexte plus réaliste. + +Rappelons que le prix de l'option obéit à + +$$ +P = \beta^n \mathbb E \max\{ S_n - K, 0 \} +$$ + +où + +1. $\beta$ est un facteur d'actualisation, +2. $n$ est la date d'échéance, +3. $K$ est le prix d'exercice et +4. $\{S_t\}$ est le prix de l'actif sous-jacent à chaque instant $t$. + +Supposons que `n, β, K = 20, 0.99, 100`. + +Supposons que le prix de l'action obéit à + +$$ +\ln \frac{S_{t+1}}{S_t} = \mu + \sigma_t \xi_{t+1} +$$ + +où + +$$ + \sigma_t = \exp(h_t), + \quad + h_{t+1} = \rho h_t + \nu \eta_{t+1} +$$ + +Ici $\{\xi_t\}$ et $\{\eta_t\}$ sont IID et normales centrées réduites. + +(Il s'agit d'un modèle de **volatilité stochastique**, où la volatilité $\sigma_t$ +varie dans le temps.) + +Utilisez les valeurs par défaut `μ, ρ, ν, S0, h0 = 0.0001, 0.1, 0.001, 10, 0`. + +(Ici `S0` est $S_0$ et `h0` est $h_0$.) + +En générant $M$ trajectoires $s_0, \ldots, s_n$, calculez l'estimation Monte-Carlo + +$$ + \hat P_M + := \beta^n \mathbb E \max\{ S_n - K, 0 \} + \approx + \frac{1}{M} \sum_{m=1}^M \max \{S_n^m - K, 0 \} +$$ + + +du prix, en appliquant Numba et la parallélisation. + +``` + + +```{solution-start} numba_ex4 +:class: dropdown +``` + + +Avec $s_t := \ln S_t$, la dynamique du prix devient + +$$ +s_{t+1} = s_t + \mu + \exp(h_t) \xi_{t+1} +$$ + +En utilisant ce fait, la solution peut s'écrire comme suit. + +Notez que les tirages aléatoires sont conservés à l'intérieur de la boucle interne plutôt que pré-alloués, +afin d'éviter de créer de grands tableaux de chocs de taille `M * n`. + + +```{code-cell} ipython3 +M = 10_000_000 + +n, β, K = 20, 0.99, 100 +μ, ρ, ν, S0, h0 = 0.0001, 0.1, 0.001, 10, 0 + +@jit(parallel=True) +def compute_call_price_parallel(β=β, + μ=μ, + S0=S0, + h0=h0, + K=K, + n=n, + ρ=ρ, + ν=ν, + M=M): + current_sum = 0.0 + # Pour chaque trajectoire d'échantillon + for m in prange(M): + s = np.log(S0) + h = h0 + # Simuler en avançant dans le temps + for t in range(n): + s = s + μ + np.exp(h) * np.random.randn() + h = ρ * h + ν * np.random.randn() + # Et ajouter la valeur max{S_n - K, 0} à current_sum + current_sum += max(np.exp(s) - K, 0) + + return β**n * current_sum / M +``` + +Essayez de basculer entre `parallel=True` et `parallel=False` et notez le temps d'exécution. + +Si vous êtes sur une machine avec de nombreux CPU, la différence devrait être significative. + +```{solution-end} +``` \ No newline at end of file diff --git a/lectures/numpy.md b/lectures/numpy.md new file mode 100644 index 0000000..6768bbd --- /dev/null +++ b/lectures/numpy.md @@ -0,0 +1,1555 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: NumPy + headings: + Overview: Vue d'ensemble + NumPy Arrays: Tableaux NumPy + NumPy Arrays::Basics: Notions de base + NumPy Arrays::Shape and Dimension: Forme et dimension + NumPy Arrays::Creating Arrays: Création de tableaux + NumPy Arrays::Array Indexing: Indexation de tableaux + NumPy Arrays::Array Methods: Méthodes des tableaux + Arithmetic Operations: Opérations arithmétiques + Matrix Multiplication: Multiplication matricielle + Broadcasting: Broadcasting + Mutability and Copying Arrays: Mutabilité et copie de tableaux + Mutability and Copying Arrays::Mutability: Mutabilité + Mutability and Copying Arrays::Making Copies: Faire des copies + Additional Features: Fonctionnalités supplémentaires + Additional Features::Universal Functions: Fonctions universelles + Additional Features::Comparisons: Comparaisons + Additional Features::Sub-packages: Sous-packages + Additional Features::Implicit Multithreading: Multithreading implicite + Exercises: Exercices +--- + +(np)= +```{raw} jupyter + +``` + +# {index}`NumPy ` + +```{index} single: Python; NumPy +``` + +```{epigraph} +« Soyons clairs : le travail de la science n'a rien à voir avec le consensus. Le consensus est l'affaire de la politique. La science, au contraire, ne requiert qu'un seul chercheur qui se trouve avoir raison, ce qui signifie qu'il ou elle dispose de résultats vérifiables par référence au monde réel. En science, le consensus n'a aucune importance. Ce qui importe, ce sont des résultats reproductibles. » -- Michael Crichton +``` + +En plus de ce qui est inclus dans Anaconda, ce cours nécessitera les bibliothèques suivantes : + +```{code-cell} ipython3 +:tags: [hide-output] + +!pip install quantecon +``` + +## Vue d'ensemble + +[NumPy](https://en.wikipedia.org/wiki/NumPy) est une bibliothèque de premier ordre pour la programmation numérique + +* Largement utilisée dans le monde universitaire, la finance et l'industrie. +* Mature, rapide, stable et en développement continu. + +Nous avons déjà vu du code impliquant NumPy dans les cours précédents. + +Dans ce cours, nous allons entamer une discussion plus systématique de + +1. les tableaux NumPy et +1. les opérations fondamentales de traitement de tableaux fournies par NumPy. + + +(Pour une référence alternative, consultez [la documentation officielle de NumPy](https://numpy.org/doc/stable/reference/).) + +Nous utiliserons les importations suivantes. + +```{code-cell} python3 +import numpy as np +import random +import quantecon as qe +import matplotlib.pyplot as plt +from mpl_toolkits.mplot3d.axes3d import Axes3D +from matplotlib import cm +``` + + + +(numpy_array)= +## Tableaux NumPy + +```{index} single: NumPy; Arrays +``` + +Le problème essentiel que NumPy résout est le traitement rapide de tableaux. + +La structure la plus importante que NumPy définit est un type de données tableau, formellement +appelé [numpy.ndarray](https://numpy.org/doc/stable/reference/arrays.ndarray.html). + +Les tableaux NumPy alimentent une très grande proportion de l'écosystème scientifique de Python. + +### Notions de base + +Pour créer un tableau NumPy ne contenant que des zéros, nous utilisons [np.zeros](https://numpy.org/doc/stable/reference/generated/numpy.zeros.html#numpy.zeros) + +```{code-cell} python3 +a = np.zeros(3) +a +``` + +```{code-cell} python3 +type(a) +``` + +Les tableaux NumPy ressemblent quelque peu aux listes natives de Python, sauf que + +* Les données *doivent être homogènes* (tous les éléments du même type). +* Ces types doivent être l'un des [types de données](https://numpy.org/doc/stable/reference/arrays.dtypes.html) (`dtypes`) fournis par NumPy. + +Les plus importants de ces dtypes sont : + +* float64 : nombre à virgule flottante sur 64 bits +* int64 : entier sur 64 bits +* bool : True ou False sur 8 bits + +Il existe également des dtypes pour représenter les nombres complexes, les entiers non signés, etc. + +Sur les machines modernes, le dtype par défaut pour les tableaux est `float64` + +```{code-cell} python3 +a = np.zeros(3) +type(a[0]) +``` + +Si nous voulons utiliser des entiers, nous pouvons le spécifier comme suit : + +```{code-cell} python3 +a = np.zeros(3, dtype=int) +type(a[0]) +``` + +(numpy_shape_dim)= +### Forme et dimension + +```{index} single: NumPy; Arrays (Shape and Dimension) +``` + +Considérons l'affectation suivante + +```{code-cell} python3 +z = np.zeros(10) +``` + +Ici `z` est un tableau **plat** --- ni vecteur ligne ni vecteur colonne. + +```{code-cell} python3 +z.shape +``` + +Ici, le tuple de forme n'a qu'un seul élément, qui est la longueur du tableau +(les tuples à un seul élément se terminent par une virgule). + +Pour lui donner une dimension supplémentaire, nous pouvons modifier l'attribut `shape` + +```{code-cell} python3 +z.shape = (10, 1) # Convertit le tableau plat en vecteur colonne (bidimensionnel) +z +``` + +```{code-cell} python3 +z = np.zeros(4) # Tableau plat +z.shape = (2, 2) # Tableau bidimensionnel +z +``` + +Dans le dernier cas, pour créer le tableau 2x2, nous pourrions aussi passer un tuple à la fonction `zeros()`, comme +dans `z = np.zeros((2, 2))`. + + + +(creating_arrays)= +### Création de tableaux + +```{index} single: NumPy; Arrays (Creating) +``` + +Comme nous l'avons vu, la fonction `np.zeros` crée un tableau de zéros. + +Vous pouvez probablement deviner ce que crée `np.ones`. + +Une fonction apparentée est `np.empty`, qui crée des tableaux en mémoire qui peuvent ensuite être remplis de données + +```{code-cell} python3 +z = np.empty(3) +z +``` + +Les nombres que vous voyez ici sont des valeurs parasites. + +(Python alloue 3 morceaux contigus de mémoire de 64 bits, et le contenu existant de ces emplacements mémoire est interprété comme des valeurs `float64`) + +Pour établir une grille de nombres régulièrement espacés, utilisez `np.linspace` + +```{code-cell} python3 +z = np.linspace(2, 4, 5) # De 2 à 4, avec 5 éléments +``` + +Pour créer une matrice identité, utilisez soit `np.identity`, soit `np.eye` + +```{code-cell} python3 +z = np.identity(2) +z +``` + +De plus, les tableaux NumPy peuvent être créés à partir de listes Python, de tuples, etc. en utilisant `np.array` + +```{code-cell} python3 +z = np.array([10, 20]) # ndarray à partir d'une liste Python +z +``` + +```{code-cell} python3 +type(z) +``` + +```{code-cell} python3 +z = np.array((10, 20), dtype=float) # Ici 'float' est équivalent à 'np.float64' +z +``` + +```{code-cell} python3 +z = np.array([[1, 2], [3, 4]]) # Tableau 2D à partir d'une liste de listes +z +``` + +Voir aussi `np.asarray`, qui remplit une fonction similaire, mais ne fait pas +de copie distincte des données déjà présentes dans un tableau NumPy. + +Pour lire les données d'un tableau à partir d'un fichier texte contenant des données numériques, utilisez `np.loadtxt` --- voir [la documentation](https://numpy.org/doc/stable/reference/routines.io.html) pour plus de détails. + + + +### Indexation de tableaux + +```{index} single: NumPy; Arrays (Indexing) +``` + +Pour un tableau plat, l'indexation est la même que pour les séquences Python : + +```{code-cell} python3 +z = np.linspace(1, 2, 5) +z +``` + +```{code-cell} python3 +z[0] +``` + +```{code-cell} python3 +z[0:2] # Deux éléments, en commençant par l'élément 0 +``` + +```{code-cell} python3 +z[-1] +``` + +Pour les tableaux 2D, la syntaxe d'indexation est la suivante : + +```{code-cell} python3 +z = np.array([[1, 2], [3, 4]]) +z +``` + +```{code-cell} python3 +z[0, 0] +``` + +```{code-cell} python3 +z[0, 1] +``` + +Et ainsi de suite. + +Les colonnes et les lignes peuvent être extraites comme suit + +```{code-cell} python3 +z[0, :] +``` + +```{code-cell} python3 +z[:, 1] +``` + +Les tableaux NumPy d'entiers peuvent aussi être utilisés pour extraire des éléments + +```{code-cell} python3 +z = np.linspace(2, 4, 5) +z +``` + +```{code-cell} python3 +indices = np.array((0, 2, 3)) +z[indices] +``` + +Enfin, un tableau de `dtype bool` peut être utilisé pour extraire des éléments + +```{code-cell} python3 +z +``` + +```{code-cell} python3 +d = np.array([0, 1, 1, 0, 0], dtype=bool) +d +``` + +```{code-cell} python3 +z[d] +``` + +Nous verrons ci-dessous pourquoi cela est utile. + +Une remarque en passant : tous les éléments d'un tableau peuvent être fixés à un même nombre en utilisant la notation de tranche + +```{code-cell} python3 +z = np.empty(3) +z +``` + +```{code-cell} python3 +z[:] = 42 +z +``` + +### Méthodes des tableaux + +```{index} single: NumPy; Arrays (Methods) +``` + +Les tableaux disposent de méthodes utiles, toutes soigneusement optimisées + +```{code-cell} python3 +a = np.array((4, 3, 2, 1)) +a +``` + +```{code-cell} python3 +a.sort() # Trie a sur place +a +``` + +```{code-cell} python3 +a.sum() # Somme +``` + +```{code-cell} python3 +a.mean() # Moyenne +``` + +```{code-cell} python3 +a.max() # Max +``` + +```{code-cell} python3 +a.argmax() # Renvoie l'indice de l'élément maximal +``` + +```{code-cell} python3 +a.cumsum() # Somme cumulée des éléments de a +``` + +```{code-cell} python3 +a.cumprod() # Produit cumulé des éléments de a +``` + +```{code-cell} python3 +a.var() # Variance +``` + +```{code-cell} python3 +a.std() # Écart-type +``` + +```{code-cell} python3 +a.shape = (2, 2) +a.T # Équivalent à a.transpose() +``` + +Une autre méthode qui vaut la peine d'être connue est `searchsorted()`. + +Si `z` est un tableau non décroissant, alors `z.searchsorted(a)` renvoie l'indice du +premier élément de `z` qui est `>= a` + +```{code-cell} python3 +z = np.linspace(2, 4, 5) +z +``` + +```{code-cell} python3 +z.searchsorted(2.2) +``` + + +## Opérations arithmétiques + +```{index} single: NumPy; Arithmetic Operations +``` + +Les opérateurs `+`, `-`, `*`, `/` et `**` agissent tous *élément par élément* sur les tableaux + +```{code-cell} python3 +a = np.array([1, 2, 3, 4]) +b = np.array([5, 6, 7, 8]) +a + b +``` + +```{code-cell} python3 +a * b +``` + +Nous pouvons ajouter un scalaire à chaque élément comme suit + +```{code-cell} python3 +a + 10 +``` + +La multiplication scalaire est similaire + +```{code-cell} python3 +a * 10 +``` + +Les tableaux bidimensionnels suivent les mêmes règles générales + +```{code-cell} python3 +A = np.ones((2, 2)) +B = np.ones((2, 2)) +A + B +``` + +```{code-cell} python3 +A + 10 +``` + +```{code-cell} python3 +A * B +``` + +(numpy_matrix_multiplication)= +En particulier, `A * B` n'est *pas* le produit matriciel, c'est un produit élément par élément. + + +## Multiplication matricielle + +```{index} single: NumPy; Matrix Multiplication +``` + +```{index} single: NumPy; Matrix Multiplication +``` + +Nous utilisons le symbole `@` pour la multiplication matricielle, comme suit : + +```{code-cell} python3 +A = np.ones((2, 2)) +B = np.ones((2, 2)) +A @ B +``` + +La syntaxe fonctionne avec des tableaux plats --- NumPy devine intelligemment ce que vous +voulez : + +```{code-cell} python3 +A @ (0, 1) +``` + +Comme nous effectuons une post-multiplication, le tuple est traité comme un vecteur colonne. + + + +(broadcasting)= +## Broadcasting + +```{index} single: NumPy; Broadcasting +``` + +(Cette section prolonge une excellente discussion du broadcasting fournie par [Jake VanderPlas](https://jakevdp.github.io/PythonDataScienceHandbook/02.05-computation-on-arrays-broadcasting.html).) + +```{note} +Le broadcasting est un aspect très important de NumPy. En même temps, le broadcasting avancé est relativement complexe et certains des détails ci-dessous peuvent être survolés en première lecture. +``` + +Dans les opérations élément par élément, les tableaux peuvent ne pas avoir la même forme. + +Lorsque cela se produit, NumPy étendra automatiquement les tableaux à la même forme chaque fois que possible. + +Cette fonctionnalité utile (mais parfois déroutante) de NumPy s'appelle **broadcasting**. + +L'intérêt du broadcasting est que + +* les boucles `for` peuvent être évitées, ce qui aide le code numérique à s'exécuter rapidement et +* le broadcasting peut nous permettre de mettre en œuvre des opérations sur des tableaux sans réellement créer certaines dimensions de ces tableaux en mémoire, ce qui peut être important lorsque les tableaux sont grands. + +Par exemple, supposons que `a` soit un tableau $3 \times 3$ (`a -> (3, 3)`), tandis que `b` est un tableau plat de trois éléments (`b -> (3,)`). + +Lors de leur addition, NumPy étendra automatiquement `b -> (3,)` en `b -> (3, 3)`. + +L'addition élément par élément produira un tableau $3 \times 3$ + +```{code-cell} python3 + +a = np.array( + [[1, 2, 3], + [4, 5, 6], + [7, 8, 9]]) +b = np.array([3, 6, 9]) + +a + b +``` + +Voici une représentation visuelle de cette opération de broadcasting : + +```{code-cell} python3 +--- +tags: [hide-input] +--- +# Adapté et modifié à partir du code du livre écrit par Jake VanderPlas (voir https://jakevdp.github.io/PythonDataScienceHandbook/06.00-figure-code.html#Broadcasting) +# Provient à l'origine d'astroML : voir https://www.astroml.org/book_figures/appendix/fig_broadcast_visual.html + + +def draw_cube(ax, xy, size, depth=0.4, + edges=None, label=None, label_kwargs=None, **kwargs): + """draw and label a cube. edges is a list of numbers between + 1 and 12, specifying which of the 12 cube edges to draw""" + if edges is None: + edges = range(1, 13) + + x, y = xy + + if 1 in edges: + ax.plot([x, x + size], + [y + size, y + size], **kwargs) + if 2 in edges: + ax.plot([x + size, x + size], + [y, y + size], **kwargs) + if 3 in edges: + ax.plot([x, x + size], + [y, y], **kwargs) + if 4 in edges: + ax.plot([x, x], + [y, y + size], **kwargs) + + if 5 in edges: + ax.plot([x, x + depth], + [y + size, y + depth + size], **kwargs) + if 6 in edges: + ax.plot([x + size, x + size + depth], + [y + size, y + depth + size], **kwargs) + if 7 in edges: + ax.plot([x + size, x + size + depth], + [y, y + depth], **kwargs) + if 8 in edges: + ax.plot([x, x + depth], + [y, y + depth], **kwargs) + + if 9 in edges: + ax.plot([x + depth, x + depth + size], + [y + depth + size, y + depth + size], **kwargs) + if 10 in edges: + ax.plot([x + depth + size, x + depth + size], + [y + depth, y + depth + size], **kwargs) + if 11 in edges: + ax.plot([x + depth, x + depth + size], + [y + depth, y + depth], **kwargs) + if 12 in edges: + ax.plot([x + depth, x + depth], + [y + depth, y + depth + size], **kwargs) + + if label: + if label_kwargs is None: + label_kwargs = {} + ax.text(x + 0.5 * size, y + 0.5 * size, label, + ha='center', va='center', **label_kwargs) + +solid = dict(c='black', ls='-', lw=1, + label_kwargs=dict(color='k')) +dotted = dict(c='black', ls='-', lw=0.5, alpha=0.5, + label_kwargs=dict(color='gray')) +depth = 0.3 + +# Dessine une figure et un axe sans bordure +fig = plt.figure(figsize=(5, 1), facecolor='w') +ax = plt.axes([0, 0, 1, 1], xticks=[], yticks=[], frameon=False) + +# premier bloc +draw_cube(ax, (1, 7.5), 1, depth, [1, 2, 3, 4, 5, 6, 9], '1', **solid) +draw_cube(ax, (2, 7.5), 1, depth, [1, 2, 3, 6, 9], '2', **solid) +draw_cube(ax, (3, 7.5), 1, depth, [1, 2, 3, 6, 7, 9, 10], '3', **solid) + +draw_cube(ax, (1, 6.5), 1, depth, [2, 3, 4], '4', **solid) +draw_cube(ax, (2, 6.5), 1, depth, [2, 3], '5', **solid) +draw_cube(ax, (3, 6.5), 1, depth, [2, 3, 7, 10], '6', **solid) + +draw_cube(ax, (1, 5.5), 1, depth, [2, 3, 4], '7', **solid) +draw_cube(ax, (2, 5.5), 1, depth, [2, 3], '8', **solid) +draw_cube(ax, (3, 5.5), 1, depth, [2, 3, 7, 10], '9', **solid) + +# deuxième bloc +draw_cube(ax, (6, 7.5), 1, depth, [1, 2, 3, 4, 5, 6, 9], '3', **solid) +draw_cube(ax, (7, 7.5), 1, depth, [1, 2, 3, 6, 9], '6', **solid) +draw_cube(ax, (8, 7.5), 1, depth, [1, 2, 3, 6, 7, 9, 10], '9', **solid) + +draw_cube(ax, (6, 6.5), 1, depth, range(2, 13), '3', **dotted) +draw_cube(ax, (7, 6.5), 1, depth, [2, 3, 6, 7, 9, 10, 11], '6', **dotted) +draw_cube(ax, (8, 6.5), 1, depth, [2, 3, 6, 7, 9, 10, 11], '9', **dotted) + +draw_cube(ax, (6, 5.5), 1, depth, [2, 3, 4, 7, 8, 10, 11, 12], '3', **dotted) +draw_cube(ax, (7, 5.5), 1, depth, [2, 3, 7, 10, 11], '6', **dotted) +draw_cube(ax, (8, 5.5), 1, depth, [2, 3, 7, 10, 11], '9', **dotted) + +# troisième bloc +draw_cube(ax, (12, 7.5), 1, depth, [1, 2, 3, 4, 5, 6, 9], '4', **solid) +draw_cube(ax, (13, 7.5), 1, depth, [1, 2, 3, 6, 9], '8', **solid) +draw_cube(ax, (14, 7.5), 1, depth, [1, 2, 3, 6, 7, 9, 10], '12', **solid) + +draw_cube(ax, (12, 6.5), 1, depth, [2, 3, 4], '7', **solid) +draw_cube(ax, (13, 6.5), 1, depth, [2, 3], '11', **solid) +draw_cube(ax, (14, 6.5), 1, depth, [2, 3, 7, 10], '15', **solid) + +draw_cube(ax, (12, 5.5), 1, depth, [2, 3, 4], '10', **solid) +draw_cube(ax, (13, 5.5), 1, depth, [2, 3], '14', **solid) +draw_cube(ax, (14, 5.5), 1, depth, [2, 3, 7, 10], '18', **solid) + +ax.text(5, 7.0, '+', size=12, ha='center', va='center') +ax.text(10.5, 7.0, '=', size=12, ha='center', va='center'); +``` + +Qu'en est-il de `b -> (3, 1)` ? + +Dans ce cas, NumPy étendra automatiquement `b -> (3, 1)` en `b -> (3, 3)`. + +L'addition élément par élément produira alors une matrice $3 \times 3$ + +```{code-cell} python3 +b.shape = (3, 1) + +a + b +``` + +Voici une représentation visuelle de cette opération de broadcasting : + +```{code-cell} python3 +--- +tags: [hide-input] +--- + +fig = plt.figure(figsize=(5, 1), facecolor='w') +ax = plt.axes([0, 0, 1, 1], xticks=[], yticks=[], frameon=False) + +# premier bloc +draw_cube(ax, (1, 7.5), 1, depth, [1, 2, 3, 4, 5, 6, 9], '1', **solid) +draw_cube(ax, (2, 7.5), 1, depth, [1, 2, 3, 6, 9], '2', **solid) +draw_cube(ax, (3, 7.5), 1, depth, [1, 2, 3, 6, 7, 9, 10], '3', **solid) + +draw_cube(ax, (1, 6.5), 1, depth, [2, 3, 4], '4', **solid) +draw_cube(ax, (2, 6.5), 1, depth, [2, 3], '5', **solid) +draw_cube(ax, (3, 6.5), 1, depth, [2, 3, 7, 10], '6', **solid) + +draw_cube(ax, (1, 5.5), 1, depth, [2, 3, 4], '7', **solid) +draw_cube(ax, (2, 5.5), 1, depth, [2, 3], '8', **solid) +draw_cube(ax, (3, 5.5), 1, depth, [2, 3, 7, 10], '9', **solid) + +# deuxième bloc +draw_cube(ax, (6, 7.5), 1, depth, [1, 2, 3, 4, 5, 6, 7, 9, 10], '3', **solid) +draw_cube(ax, (7, 7.5), 1, depth, [1, 2, 3, 6, 7, 9, 10], '3', **dotted) +draw_cube(ax, (8, 7.5), 1, depth, [1, 2, 3, 6, 7, 9, 10], '3', **dotted) + +draw_cube(ax, (6, 6.5), 1, depth, [2, 3, 4, 7, 10], '6', **solid) +draw_cube(ax, (7, 6.5), 1, depth, [2, 3, 6, 7, 9, 10, 11], '6', **dotted) +draw_cube(ax, (8, 6.5), 1, depth, [2, 3, 6, 7, 9, 10, 11], '6', **dotted) + +draw_cube(ax, (6, 5.5), 1, depth, [2, 3, 4, 7, 10], '9', **solid) +draw_cube(ax, (7, 5.5), 1, depth, [2, 3, 7, 10, 11], '9', **dotted) +draw_cube(ax, (8, 5.5), 1, depth, [2, 3, 7, 10, 11], '9', **dotted) + +# troisième bloc +draw_cube(ax, (12, 7.5), 1, depth, [1, 2, 3, 4, 5, 6, 9], '4', **solid) +draw_cube(ax, (13, 7.5), 1, depth, [1, 2, 3, 6, 9], '5', **solid) +draw_cube(ax, (14, 7.5), 1, depth, [1, 2, 3, 6, 7, 9, 10], '6', **solid) + +draw_cube(ax, (12, 6.5), 1, depth, [2, 3, 4], '10', **solid) +draw_cube(ax, (13, 6.5), 1, depth, [2, 3], '11', **solid) +draw_cube(ax, (14, 6.5), 1, depth, [2, 3, 7, 10], '12', **solid) + +draw_cube(ax, (12, 5.5), 1, depth, [2, 3, 4], '16', **solid) +draw_cube(ax, (13, 5.5), 1, depth, [2, 3], '17', **solid) +draw_cube(ax, (14, 5.5), 1, depth, [2, 3, 7, 10], '18', **solid) + +ax.text(5, 7.0, '+', size=12, ha='center', va='center') +ax.text(10.5, 7.0, '=', size=12, ha='center', va='center'); + + +``` + +Dans certains cas, les deux opérandes seront étendus. + +Lorsque nous avons `a -> (3,)` et `b -> (3, 1)`, `a` sera étendu en `a -> (3, 3)`, et `b` sera étendu en `b -> (3, 3)`. + +Dans ce cas, l'addition élément par élément produira une matrice $3 \times 3$ + +```{code-cell} python3 +a = np.array([3, 6, 9]) +b = np.array([2, 3, 4]) +b.shape = (3, 1) + +a + b +``` + +Voici une représentation visuelle de cette opération de broadcasting : + +```{code-cell} python3 +--- +tags: [hide-input] +--- + +# Dessine une figure et un axe sans bordure +fig = plt.figure(figsize=(5, 1), facecolor='w') +ax = plt.axes([0, 0, 1, 1], xticks=[], yticks=[], frameon=False) + +# premier bloc +draw_cube(ax, (1, 7.5), 1, depth, [1, 2, 3, 4, 5, 6, 9], '3', **solid) +draw_cube(ax, (2, 7.5), 1, depth, [1, 2, 3, 6, 9], '6', **solid) +draw_cube(ax, (3, 7.5), 1, depth, [1, 2, 3, 6, 7, 9, 10], '9', **solid) + +draw_cube(ax, (1, 6.5), 1, depth, range(2, 13), '3', **dotted) +draw_cube(ax, (2, 6.5), 1, depth, [2, 3, 6, 7, 9, 10, 11], '6', **dotted) +draw_cube(ax, (3, 6.5), 1, depth, [2, 3, 6, 7, 9, 10, 11], '9', **dotted) + +draw_cube(ax, (1, 5.5), 1, depth, [2, 3, 4, 7, 8, 10, 11, 12], '3', **dotted) +draw_cube(ax, (2, 5.5), 1, depth, [2, 3, 7, 10, 11], '6', **dotted) +draw_cube(ax, (3, 5.5), 1, depth, [2, 3, 7, 10, 11], '9', **dotted) + +# deuxième bloc +draw_cube(ax, (6, 7.5), 1, depth, [1, 2, 3, 4, 5, 6, 7, 9, 10], '2', **solid) +draw_cube(ax, (7, 7.5), 1, depth, [1, 2, 3, 6, 7, 9, 10], '2', **dotted) +draw_cube(ax, (8, 7.5), 1, depth, [1, 2, 3, 6, 7, 9, 10], '2', **dotted) + +draw_cube(ax, (6, 6.5), 1, depth, [2, 3, 4, 7, 10], '3', **solid) +draw_cube(ax, (7, 6.5), 1, depth, [2, 3, 6, 7, 9, 10, 11], '3', **dotted) +draw_cube(ax, (8, 6.5), 1, depth, [2, 3, 6, 7, 9, 10, 11], '3', **dotted) + +draw_cube(ax, (6, 5.5), 1, depth, [2, 3, 4, 7, 10], '4', **solid) +draw_cube(ax, (7, 5.5), 1, depth, [2, 3, 7, 10, 11], '4', **dotted) +draw_cube(ax, (8, 5.5), 1, depth, [2, 3, 7, 10, 11], '4', **dotted) + +# troisième bloc +draw_cube(ax, (12, 7.5), 1, depth, [1, 2, 3, 4, 5, 6, 9], '5', **solid) +draw_cube(ax, (13, 7.5), 1, depth, [1, 2, 3, 6, 9], '8', **solid) +draw_cube(ax, (14, 7.5), 1, depth, [1, 2, 3, 6, 7, 9, 10], '11', **solid) + +draw_cube(ax, (12, 6.5), 1, depth, [2, 3, 4], '6', **solid) +draw_cube(ax, (13, 6.5), 1, depth, [2, 3], '9', **solid) +draw_cube(ax, (14, 6.5), 1, depth, [2, 3, 7, 10], '12', **solid) + +draw_cube(ax, (12, 5.5), 1, depth, [2, 3, 4], '7', **solid) +draw_cube(ax, (13, 5.5), 1, depth, [2, 3], '10', **solid) +draw_cube(ax, (14, 5.5), 1, depth, [2, 3, 7, 10], '13', **solid) + +ax.text(5, 7.0, '+', size=12, ha='center', va='center') +ax.text(10.5, 7.0, '=', size=12, ha='center', va='center'); +``` + +Bien que le broadcasting soit très utile, il peut parfois sembler déroutant. + +Par exemple, essayons d'additionner `a -> (3, 2)` et `b -> (3,)`. + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +a = np.array( + [[1, 2], + [4, 5], + [7, 8]]) +b = np.array([3, 6, 9]) + +a + b +``` + +La `ValueError` nous indique que les opérandes n'ont pas pu être broadcastées ensemble. + + +Voici une représentation visuelle pour montrer pourquoi ce broadcasting ne peut pas être exécuté : + +```{code-cell} python3 +--- +tags: [hide-input] +--- +# Dessine une figure et un axe sans bordure +fig = plt.figure(figsize=(3, 1.3), facecolor='w') +ax = plt.axes([0, 0, 1, 1], xticks=[], yticks=[], frameon=False) + +# premier bloc +draw_cube(ax, (1, 7.5), 1, depth, [1, 2, 3, 4, 5, 6, 9], '1', **solid) +draw_cube(ax, (2, 7.5), 1, depth, [1, 2, 3, 6, 7, 9, 10], '2', **solid) + +draw_cube(ax, (1, 6.5), 1, depth, [2, 3, 4], '4', **solid) +draw_cube(ax, (2, 6.5), 1, depth, [2, 3, 7, 10], '5', **solid) + +draw_cube(ax, (1, 5.5), 1, depth, [2, 3, 4], '7', **solid) +draw_cube(ax, (2, 5.5), 1, depth, [2, 3, 7, 10], '8', **solid) + +# deuxième bloc +draw_cube(ax, (6, 7.5), 1, depth, [1, 2, 3, 4, 5, 6, 9], '3', **solid) +draw_cube(ax, (7, 7.5), 1, depth, [1, 2, 3, 6, 9], '6', **solid) +draw_cube(ax, (8, 7.5), 1, depth, [1, 2, 3, 6, 7, 9, 10], '9', **solid) + +draw_cube(ax, (6, 6.5), 1, depth, range(2, 13), '3', **dotted) +draw_cube(ax, (7, 6.5), 1, depth, [2, 3, 6, 7, 9, 10, 11], '6', **dotted) +draw_cube(ax, (8, 6.5), 1, depth, [2, 3, 6, 7, 9, 10, 11], '9', **dotted) + +draw_cube(ax, (6, 5.5), 1, depth, [2, 3, 4, 7, 8, 10, 11, 12], '3', **dotted) +draw_cube(ax, (7, 5.5), 1, depth, [2, 3, 7, 10, 11], '6', **dotted) +draw_cube(ax, (8, 5.5), 1, depth, [2, 3, 7, 10, 11], '9', **dotted) + + +ax.text(4.5, 7.0, '+', size=12, ha='center', va='center') +ax.text(10, 7.0, '=', size=12, ha='center', va='center') +ax.text(11, 7.0, '?', size=16, ha='center', va='center'); +``` + +Nous pouvons voir que NumPy ne peut pas étendre les tableaux à la même taille. + +C'est parce que, lorsque `b` est étendu de `b -> (3,)` à `b -> (3, 3)`, NumPy ne peut pas faire correspondre `b` avec `a -> (3, 2)`. + +Les choses deviennent encore plus délicates lorsque nous passons à des dimensions supérieures. + +Pour nous aider, nous pouvons utiliser la liste de règles suivante : + +* *Étape 1 :* Lorsque les dimensions de deux tableaux ne correspondent pas, NumPy étend celui qui a le moins de dimensions en ajoutant une ou plusieurs dimensions à gauche des dimensions existantes. + - Par exemple, si `a -> (3, 3)` et `b -> (3,)`, alors le broadcasting ajoutera une dimension à gauche de sorte que `b -> (1, 3)` ; + - Si `a -> (2, 2, 2)` et `b -> (2, 2)`, alors le broadcasting ajoutera une dimension à gauche de sorte que `b -> (1, 2, 2)` ; + - Si `a -> (3, 2, 2)` et `b -> (2,)`, alors le broadcasting ajoutera deux dimensions à gauche de sorte que `b -> (1, 1, 2)` (on peut aussi voir ce processus comme un passage par l'*Étape 1* deux fois). + + +* *Étape 2 :* Lorsque les deux tableaux ont la même dimension mais des formes différentes, NumPy tentera d'étendre les dimensions où l'indice de forme est 1. + - Par exemple, si `a -> (1, 3)` et `b -> (3, 1)`, alors le broadcasting étendra les dimensions de forme 1 dans `a` et `b` de sorte que `a -> (3, 3)` et `b -> (3, 3)` ; + - Si `a -> (2, 2, 2)` et `b -> (1, 2, 2)`, alors le broadcasting étendra la première dimension de `b` de sorte que `b -> (2, 2, 2)` ; + - Si `a -> (3, 2, 2)` et `b -> (1, 1, 2)`, alors le broadcasting étendra `b` sur toutes les dimensions de forme 1 de sorte que `b -> (3, 2, 2)`. + +* *Étape 3 :* Après les étapes 1 et 2, si les deux tableaux ne correspondent toujours pas, une `ValueError` sera levée. Par exemple, supposons `a -> (2, 2, 3)` et `b -> (2, 2)` + - Par l'*Étape 1*, `b` sera étendu en `b -> (1, 2, 2)` ; + - Par l'*Étape 2*, `b` sera étendu en `b -> (2, 2, 2)` ; + - Nous pouvons voir qu'ils ne correspondent pas l'un à l'autre après les deux premières étapes. Ainsi, une `ValueError` sera levée + + + +## Mutabilité et copie de tableaux + +Les tableaux NumPy sont des types de données mutables, comme les listes Python. + +En d'autres termes, leur contenu peut être modifié (muté) en mémoire après l'initialisation. + +C'est pratique mais, combiné au modèle de nommage et de référence de Python, +cela peut conduire à des erreurs chez les débutants en NumPy. + +Dans cette section, nous passons en revue quelques points clés. + + +### Mutabilité + +Nous avons déjà vu des exemples de mutabilité ci-dessus. + +Voici un autre exemple de mutation d'un tableau NumPy + +```{code-cell} python3 +a = np.array([42, 44]) +a +``` + +```{code-cell} python3 +a[-1] = 0 # Change le dernier élément en 0 +a +``` + +La mutabilité conduit au comportement suivant (qui peut être choquant pour les programmeurs MATLAB...) + +```{code-cell} python3 +rng = np.random.default_rng() +a = rng.standard_normal(3) +a +``` + +```{code-cell} python3 +b = a +b[0] = 0.0 +a +``` + +Ce qui s'est passé, c'est que nous avons modifié `a` en modifiant `b`. + +Le nom `b` est lié à `a` et devient simplement une autre référence au +tableau (le modèle d'affectation de Python est décrit plus en détail {doc}`plus loin dans le cours `). + +Il a donc des droits égaux pour apporter des modifications à ce tableau. + +C'est en fait le comportement par défaut le plus sensé ! + +Cela signifie que nous ne faisons circuler que des pointeurs vers les données, plutôt que de faire des copies. + +Faire des copies est coûteux à la fois en termes de vitesse et de mémoire. + +### Faire des copies + +Il est bien sûr possible de faire de `b` une copie indépendante de `a` lorsque cela est nécessaire. + +Cela peut être fait en utilisant `np.copy` + +```{code-cell} python3 +a = rng.standard_normal(3) +a +``` + +```{code-cell} python3 +b = np.copy(a) +b +``` + +Maintenant `b` est une copie indépendante (appelée *copie profonde*) + +```{code-cell} python3 +b[:] = 1 +b +``` + +```{code-cell} python3 +a +``` + +Notez que la modification de `b` n'a pas affecté `a`. + + + + +## Fonctionnalités supplémentaires + +Examinons quelques autres fonctionnalités utiles de NumPy. + + +### Fonctions universelles + +```{index} single: NumPy; Vectorized Functions +``` + +NumPy fournit des versions des fonctions standard `log`, `exp`, `sin`, etc. qui agissent *élément par élément* sur les tableaux + +```{code-cell} python3 +z = np.array([1, 2, 3]) +np.sin(z) +``` + +Cela élimine le besoin de boucles explicites élément par élément telles que + +```{code-cell} python3 +n = len(z) +y = np.empty(n) +for i in range(n): + y[i] = np.sin(z[i]) +``` + +Parce qu'elles agissent élément par élément sur les tableaux, ces fonctions sont parfois appelées **fonctions vectorisées**. + +Dans le jargon de NumPy, elles sont aussi appelées **ufuncs**, ou **fonctions universelles**. + +Comme nous l'avons vu ci-dessus, les opérations arithmétiques usuelles (`+`, `*`, etc.) fonctionnent +également élément par élément, et combiner celles-ci avec les ufuncs donne un très large ensemble de fonctions rapides opérant élément par élément. + +```{code-cell} python3 +z +``` + +```{code-cell} python3 +(1 / np.sqrt(2 * np.pi)) * np.exp(- 0.5 * z**2) +``` + +Toutes les fonctions définies par l'utilisateur n'agissent pas élément par élément. + +Par exemple, passer un tableau NumPy à la fonction `f` définie ci-dessous provoque une `ValueError` + +```{code-cell} python3 +def f(x): + return 1 if x > 0 else 0 +``` + +La fonction NumPy `np.where` fournit une alternative vectorisée : + +```{code-cell} python3 +x = rng.standard_normal(4) +x +``` + +```{code-cell} python3 +np.where(x > 0, 1, 0) # Insère 1 si x > 0 est vrai, sinon 0 +``` + +Vous pouvez aussi utiliser `np.vectorize` pour vectoriser une fonction donnée + +```{code-cell} python3 +f = np.vectorize(f) +f(x) # Passe le même vecteur x que dans l'exemple précédent +``` + +Cependant, cette approche n'atteint pas toujours la même vitesse qu'une fonction vectorisée plus soigneusement conçue. + +(Plus tard, nous verrons que JAX dispose d'une version puissante de `np.vectorize` qui peut générer, et génère généralement, du code hautement efficace.) + + +### Comparaisons + +```{index} single: NumPy; Comparisons +``` + +En règle générale, les comparaisons sur les tableaux sont effectuées élément par élément + +```{code-cell} python3 +z = np.array([2, 3]) +y = np.array([2, 3]) +z == y +``` + +```{code-cell} python3 +y[0] = 5 +z == y +``` + +```{code-cell} python3 +z != y +``` + +La situation est similaire pour `>`, `<`, `>=` et `<=`. + +Nous pouvons aussi effectuer des comparaisons avec des scalaires + +```{code-cell} python3 +z = np.linspace(0, 10, 5) +z +``` + +```{code-cell} python3 +z > 3 +``` + +Ceci est particulièrement utile pour l'*extraction conditionnelle* + +```{code-cell} python3 +b = z > 3 +b +``` + +```{code-cell} python3 +z[b] +``` + +Bien sûr, nous pouvons --- et faisons souvent --- effectuer ceci en une seule étape + +```{code-cell} python3 +z[z > 3] +``` + +### Sous-packages + +NumPy fournit des fonctionnalités supplémentaires liées à la programmation scientifique +via ses sous-packages. + +Nous avons déjà vu comment nous pouvons générer des variables aléatoires en utilisant le +[`Generator` aléatoire de NumPy](https://numpy.org/doc/stable/reference/random/generator.html#random-generator). + +```{code-cell} python3 +z = rng.standard_normal(10000) # Génère des variables normales centrées réduites +y = rng.binomial(10, 0.5, size=1000) # 1 000 tirages de Bin(10, 0.5) +y.mean() +``` + +Un autre sous-package couramment utilisé est np.linalg + +```{code-cell} python3 +A = np.array([[1, 2], [3, 4]]) + +np.linalg.det(A) # Calcule le déterminant +``` + +```{code-cell} python3 +np.linalg.inv(A) # Calcule l'inverse +``` + +```{index} single: SciPy +``` + +```{index} single: Python; SciPy +``` + +Une grande partie de ces fonctionnalités est aussi disponible dans [SciPy](https://scipy.org/), une collection de modules qui sont construits par-dessus NumPy. + +Nous couvrirons les versions SciPy plus en détail {doc}`bientôt `. + +Pour une liste complète de ce qui est disponible dans NumPy, consultez [cette documentation](https://numpy.org/doc/stable/reference/routines.html). + + +### Multithreading implicite + +[Précédemment](need_for_speed), nous avons abordé le concept de parallélisation via le multithreading. + +NumPy tente d'implémenter le multithreading dans une grande partie de son code compilé. + +Examinons un exemple pour voir cela en action. + +Le morceau de code suivant calcule les valeurs propres d'un grand nombre de matrices +générées aléatoirement. + +Son exécution prend quelques secondes. + +```{code-cell} python3 +n = 20 +m = 1000 +for i in range(n): + X = rng.standard_normal((m, m)) + λ = np.linalg.eigvals(X) +``` + +Maintenant, examinons la sortie du moniteur système htop sur notre machine pendant que +ce code s'exécute : + +```{figure} /_static/lecture_specific/parallelization/htop_parallel_npmat.png +:scale: 80 +``` + +Nous pouvons voir que 4 des 8 processeurs fonctionnent à pleine vitesse. + +Cela est dû au fait que la routine `eigvals` de NumPy divise proprement les tâches et +les distribue à différents threads. + + + + + +## Exercices + + +```{exercise-start} +:label: np_ex1 +``` + +Considérons l'expression polynomiale + +```{math} +:label: np_polynom + +p(x) = a_0 + a_1 x + a_2 x^2 + \cdots a_N x^N = \sum_{n=0}^N a_n x^n +``` + +{ref}`Plus tôt `, vous avez écrit une fonction simple `p(x, coeff)` pour évaluer {eq}`np_polynom` sans tenir compte de l'efficacité. + +Écrivez maintenant une nouvelle fonction qui effectue le même travail, mais qui utilise des tableaux NumPy et des opérations sur tableaux pour ses calculs, plutôt qu'une quelconque forme de boucle Python. + +(Une telle fonctionnalité est déjà implémentée sous la forme de `np.poly1d`, mais pour les besoins de l'exercice, n'utilisez pas cette classe) + +```{hint} +:class: dropdown +Utilisez `np.cumprod()` +``` +```{exercise-end} +``` + +```{solution-start} np_ex1 +:class: dropdown +``` + +Ce code fait le travail + +```{code-cell} python3 +def p(x, coef): + X = np.ones_like(coef) + X[1:] = x + y = np.cumprod(X) # y = [1, x, x**2,...] + return coef @ y +``` + +Testons-le + +```{code-cell} python3 +x = 2 +coef = np.linspace(2, 4, 3) +print(coef) +print(p(x, coef)) +# À des fins de comparaison +q = np.poly1d(np.flip(coef)) +print(q(x)) +``` + +```{solution-end} +``` + + +```{exercise-start} +:label: np_ex2 +``` + +Soit `q` un tableau NumPy de longueur `n` avec `q.sum() == 1`. + +Supposons que `q` représente une [fonction de masse de probabilité](https://en.wikipedia.org/wiki/Probability_mass_function). + +Nous souhaitons générer une variable aléatoire discrète $x$ telle que $\mathbb P\{x = i\} = q_i$. + +En d'autres termes, `x` prend des valeurs dans `range(len(q))` et `x = i` avec probabilité `q[i]`. + +L'algorithme standard (de transformation inverse) est le suivant : + +* Divisez l'intervalle unité $[0, 1]$ en $n$ sous-intervalles $I_0, I_1, \ldots, I_{n-1}$ tels que la longueur de $I_i$ soit $q_i$. +* Tirez une variable aléatoire uniforme $U$ sur $[0, 1]$ et renvoyez le $i$ tel que $U \in I_i$. + +La probabilité de tirer $i$ est la longueur de $I_i$, qui est égale à $q_i$. + +Nous pouvons implémenter l'algorithme comme suit + +```{code-cell} python3 +from random import uniform + +def sample(q): + a = 0.0 + U = uniform(0, 1) + for i in range(len(q)): + if a < U <= a + q[i]: + return i + a = a + q[i] +``` + +Si vous ne voyez pas comment cela fonctionne, essayez de suivre le flux pour un exemple simple, tel que `q = [0.25, 0.75]` +Il est utile de dessiner les intervalles sur papier. + +Votre exercice consiste à l'accélérer en utilisant NumPy, en évitant les boucles explicites + +```{hint} +:class: dropdown + +Utilisez `np.searchsorted` et `np.cumsum` + +``` + +Si vous le pouvez, implémentez la fonctionnalité sous la forme d'une classe appelée `DiscreteRV`, où + +* les données pour une instance de la classe sont le vecteur de probabilités `q` +* la classe dispose d'une méthode `draw()`, qui renvoie un tirage selon l'algorithme décrit ci-dessus + +Si vous le pouvez, écrivez la méthode de sorte que `draw(k)` renvoie `k` tirages de `q`. + +```{exercise-end} +``` + +```{solution-start} np_ex2 +:class: dropdown +``` + +Voici notre première tentative de solution : + +```{code-cell} python3 +from numpy import cumsum + +class DiscreteRV: + """ + Generates an array of draws from a discrete random variable with vector of + probabilities given by q. + """ + + def __init__(self, q, seed=None): + """ + The argument q is a NumPy array, or array like, nonnegative and sums + to 1 + """ + self.q = q + self.Q = cumsum(q) + self.rng = np.random.default_rng(seed) + + def draw(self, k=1): + """ + Returns k draws from q. For each such draw, the value i is returned + with probability q[i]. + """ + return self.Q.searchsorted(self.rng.uniform(0, 1, size=k)) +``` + +La logique n'est pas évidente, mais si vous prenez votre temps et la lisez lentement, +vous comprendrez. + +Il y a cependant un problème ici. + +Supposons que `q` soit modifié après la création d'une instance de `discreteRV`, par exemple par + +```{code-cell} python3 +q = (0.1, 0.9) +d = DiscreteRV(q) +d.q = (0.5, 0.5) +``` + +Le problème est que `Q` ne change pas en conséquence, et `Q` correspond aux +données utilisées dans la méthode `draw`. + +Pour gérer cela, une option consiste à calculer `Q` chaque fois que la méthode draw +est appelée. + +Mais c'est inefficace par rapport à un calcul unique de `Q`. + +Une meilleure option consiste à utiliser des descripteurs. + +Une solution de la [bibliothèque quantecon](https://github.com/QuantEcon/QuantEcon.py/tree/main/quantecon) +utilisant des descripteurs et se comportant comme nous le souhaitons peut être trouvée +[ici](https://github.com/QuantEcon/QuantEcon.py/blob/main/quantecon/discrete_rv.py). + +```{solution-end} +``` + + +```{exercise} +:label: np_ex3 + +Rappelez-vous notre {ref}`discussion précédente ` sur la fonction de répartition empirique. + +Votre tâche consiste à + +1. Rendre la méthode `__call__` plus efficace en utilisant NumPy. +1. Ajouter une méthode qui trace la FDE sur $[a, b]$, où $a$ et $b$ sont des paramètres de la méthode. +``` + +```{solution-start} np_ex3 +:class: dropdown +``` + +Un exemple de solution est donné ci-dessous. + +En substance, nous avons simplement repris [ce code](https://github.com/QuantEcon/QuantEcon.py/blob/main/quantecon/ecdf.py) +de QuantEcon et ajouté une méthode de tracé + +```{code-cell} python3 +""" +Modifies ecdf.py from QuantEcon to add in a plot method + +""" + +class ECDF: + """ + One-dimensional empirical distribution function given a vector of + observations. + + Parameters + ---------- + observations : array_like + An array of observations + + Attributes + ---------- + observations : array_like + An array of observations + + """ + + def __init__(self, observations): + self.observations = np.asarray(observations) + + def __call__(self, x): + """ + Evaluates the ecdf at x + + Parameters + ---------- + x : scalar(float) + The x at which the ecdf is evaluated + + Returns + ------- + scalar(float) + Fraction of the sample less than x + + """ + return np.mean(self.observations <= x) + + def plot(self, ax, a=None, b=None): + """ + Plot the ecdf on the interval [a, b]. + + Parameters + ---------- + a : scalar(float), optional(default=None) + Lower endpoint of the plot interval + b : scalar(float), optional(default=None) + Upper endpoint of the plot interval + + """ + + # === choisit un intervalle raisonnable si [a, b] n'est pas spécifié === # + if a is None: + a = self.observations.min() - self.observations.std() + if b is None: + b = self.observations.max() + self.observations.std() + + # === génère le tracé === # + x_vals = np.linspace(a, b, num=100) + f = np.vectorize(self.__call__) + ax.plot(x_vals, f(x_vals)) + plt.show() +``` + +Voici un exemple d'utilisation + +```{code-cell} python3 +fig, ax = plt.subplots() +rng = np.random.default_rng() +X = rng.standard_normal(1000) +F = ECDF(X) +F.plot(ax) +``` + +```{solution-end} +``` + + +```{exercise-start} +:label: np_ex4 +``` + +Rappelez-vous que le [broadcasting](broadcasting) dans NumPy peut nous aider à effectuer des opérations élément par élément sur des tableaux ayant un nombre de dimensions différent sans utiliser de boucles `for`. + +Dans cet exercice, essayez d'utiliser des boucles `for` pour reproduire le résultat des opérations de broadcasting suivantes. + +**Partie 1** : Essayez de reproduire cet exemple simple en utilisant des boucles `for` et comparez vos résultats avec l'opération de broadcasting ci-dessous. + +```{code-cell} python3 + +rng = np.random.default_rng(123) +x = rng.standard_normal((4, 4)) +y = rng.standard_normal(4) +A = x / y +``` + +Voici la sortie + +```{code-cell} python3 +--- +tags: [hide-output] +--- +print(A) +``` + +**Partie 2** : Passez à la reproduction du résultat de l'opération de broadcasting suivante. Parallèlement, comparez les vitesses du broadcasting et de la boucle `for` que vous implémentez. + +Pour cette partie de l'exercice, vous pouvez utiliser les fonctions `tic`/`toc` de la bibliothèque `quantecon` pour chronométrer l'exécution. + +Assurons-nous que cette bibliothèque est installée. + +```{code-cell} python3 +:tags: [hide-output] +!pip install quantecon +``` + +Nous pouvons maintenant importer le package quantecon. + +```{code-cell} python3 + +rng = np.random.default_rng(123) +x = rng.standard_normal((1000, 100, 100)) +y = rng.standard_normal(100) + +with qe.Timer("Broadcasting operation"): + B = x / y +``` + +Voici la sortie + +```{code-cell} python3 +--- +tags: [hide-output] +--- +print(B) +``` + +```{exercise-end} +``` + + +```{solution-start} np_ex4 +:class: dropdown +``` + +**Solution de la Partie 1** + +```{code-cell} python3 +rng = np.random.default_rng(123) +x = rng.standard_normal((4, 4)) +y = rng.standard_normal(4) + +C = np.empty_like(x) +n = len(x) +for i in range(n): + for j in range(n): + C[i, j] = x[i, j] / y[j] +``` + +Comparez les résultats pour vérifier votre réponse + +```{code-cell} python3 +--- +tags: [hide-output] +--- +print(C) +``` + +Vous pouvez aussi utiliser `array_equal()` pour vérifier votre réponse + +```{code-cell} python3 +print(np.array_equal(A, C)) +``` + + +**Solution de la Partie 2** + +```{code-cell} python3 + +rng = np.random.default_rng(123) +x = rng.standard_normal((1000, 100, 100)) +y = rng.standard_normal(100) + +with qe.Timer("For loop operation"): + D = np.empty_like(x) + d1, d2, d3 = x.shape + for i in range(d1): + for j in range(d2): + for k in range(d3): + D[i, j, k] = x[i, j, k] / y[k] +``` + +Notez que la boucle `for` prend beaucoup plus de temps que l'opération de broadcasting. + +Comparez les résultats pour vérifier votre réponse + +```{code-cell} python3 +--- +tags: [hide-output] +--- +print(D) +``` + +```{code-cell} python3 +print(np.array_equal(B, D)) +``` + +```{solution-end} +``` \ No newline at end of file diff --git a/lectures/numpy_vs_numba_vs_jax.md b/lectures/numpy_vs_numba_vs_jax.md new file mode 100644 index 0000000..273ff16 --- /dev/null +++ b/lectures/numpy_vs_numba_vs_jax.md @@ -0,0 +1,594 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: NumPy vs Numba vs JAX + headings: + Vectorized operations: Opérations vectorisées + Vectorized operations::Problem Statement: Énoncé du problème + Vectorized operations::NumPy vectorization: Vectorisation avec NumPy + Vectorized operations::Memory Issues: Problèmes de mémoire + Vectorized operations::A Comparison with Numba: Une comparaison avec Numba + Vectorized operations::Parallelized Numba: Numba parallélisé + Vectorized operations::Vectorized code with JAX: Code vectorisé avec JAX + Vectorized operations::JAX plus vmap: JAX plus vmap + Vectorized operations::Summary: Résumé + Sequential operations: Opérations séquentielles + Sequential operations::Numba Version: Version Numba + Sequential operations::JAX Version: Version JAX + Sequential operations::JAX Version::First Attempt: Première tentative + Sequential operations::JAX Version::Second Attempt: Deuxième tentative + Sequential operations::Summary: Résumé + Overall recommendations: Recommandations générales +--- + +(numpy_numba_jax)= +```{raw} jupyter + +``` + +# NumPy vs Numba vs JAX + +Dans les cours précédents, nous avons présenté trois bibliothèques fondamentales pour le calcul scientifique et numérique : + +* [NumPy](numpy) +* [Numba](numba) +* [JAX](jax_intro) + +Laquelle devons-nous utiliser dans une situation donnée ? + +Ce cours aborde cette question, au moins partiellement, en présentant quelques cas d'usage. + +Avant de commencer, notons que les deux premières forment un couple naturel : NumPy et Numba fonctionnent bien ensemble. + +JAX, en revanche, se distingue. + +Lorsque nous examinerons chaque approche, nous prendrons en compte non seulement l'efficacité et l'empreinte mémoire, mais aussi la clarté et la facilité d'utilisation. + +En plus de ce qui est inclus dans Anaconda, ce cours nécessitera les bibliothèques suivantes : + +```{code-cell} ipython3 +--- +tags: [hide-output] +--- +!pip install quantecon jax +``` + +```{include} _admonition/gpu.md +``` + +Nous utiliserons les importations suivantes. + +```{code-cell} ipython3 +from functools import partial + +import numpy as np +import numba +import quantecon as qe +import matplotlib.pyplot as plt +from mpl_toolkits.mplot3d.axes3d import Axes3D +from matplotlib import cm +import jax +import jax.numpy as jnp +from jax import lax +``` + +## Opérations vectorisées + +Certaines opérations peuvent être parfaitement vectorisées --- toutes les boucles sont facilement éliminées et les opérations numériques se réduisent à des calculs sur des tableaux. + +Dans ce cas, quelle approche est la meilleure ? + +### Énoncé du problème + +Considérons le problème de maximisation d'une fonction $f$ de deux variables $(x,y)$ sur le carré $[-a, a] \times [-a, a]$. + +Pour $f$ et $a$, choisissons + +$$ +f(x,y) = \frac{\cos(x^2 + y^2)}{1 + x^2 + y^2} +\quad \text{et} \quad +a = 3 +$$ + +Voici un tracé de $f$ + +```{code-cell} ipython3 + +def f(x, y): + return np.cos(x**2 + y**2) / (1 + x**2 + y**2) + +xgrid = np.linspace(-3, 3, 50) +ygrid = xgrid +x, y = np.meshgrid(xgrid, ygrid) + +fig = plt.figure(figsize=(10, 8)) +ax = fig.add_subplot(111, projection='3d') +ax.plot_surface(x, + y, + f(x, y), + rstride=2, cstride=2, + cmap=cm.viridis, + alpha=0.7, + linewidth=0.25) +ax.set_zlim(-0.5, 1.0) +ax.set_xlabel('$x$', fontsize=14) +ax.set_ylabel('$y$', fontsize=14) +plt.show() +``` + +Pour les besoins de cet exercice, nous allons utiliser la force brute pour la maximisation. + +1. Évaluer $f$ pour tous les $(x,y)$ d'une grille sur le carré. +1. Renvoyer le maximum des valeurs observées. + +Juste pour illustrer l'idée, voici une version non vectorisée qui utilise des boucles Python. + +```{code-cell} ipython3 +grid = np.linspace(-3, 3, 50) +m = -np.inf +for x in grid: + for y in grid: + z = f(x, y) + m = max(m, z) +``` + + +### Vectorisation avec NumPy + +Passons à NumPy et utilisons une grille plus grande + +```{code-cell} ipython3 +grid = np.linspace(-3, 3, 3_000) # Grande grille +``` + +Comme première tentative de vectorisation, nous pourrions essayer quelque chose comme ceci + +```{code-cell} ipython3 +# Grande grille +z = np.max(f(grid, grid)) # C'est faux ! +``` + +Le problème ici est que `f(grid, grid)` ne respecte pas la boucle imbriquée. + +Par rapport à la figure ci-dessus, cela ne calcule que les valeurs de `f` le long de la diagonale. + +Pour amener NumPy à calculer `f(x,y)` sur chaque paire `x,y`, nous devons utiliser `np.meshgrid`. + +Ici, nous utilisons `np.meshgrid` pour créer des grilles d'entrée bidimensionnelles `x` et `y` telles que `f(x, y)` génère toutes les évaluations sur la grille produit. + + +```{code-cell} ipython3 +# Grande grille +grid = np.linspace(-3, 3, 3_000) + +x_mesh, y_mesh = np.meshgrid(grid, grid) # meshgrid de style MATLAB + +with qe.Timer(): + z_max_numpy = np.max(f(x_mesh, y_mesh)) # Cela fonctionne +``` + +Dans la version vectorisée, toutes les boucles s'exécutent dans du code compilé. + +L'utilisation de `meshgrid` nous permet de reproduire la boucle for imbriquée. + +Le résultat devrait être proche de un : + +```{code-cell} ipython3 +print(f"NumPy result: {z_max_numpy:.6f}") +``` + +### Problèmes de mémoire + +Nous avons donc la bonne solution en un temps raisonnable --- mais l'utilisation de la mémoire est énorme. + +Alors que les tableaux plats consomment peu de mémoire + +```{code-cell} ipython3 +grid.nbytes +``` + +les grilles de maillage sont bidimensionnelles et donc très gourmandes en mémoire + +```{code-cell} ipython3 +x_mesh.nbytes + y_mesh.nbytes +``` + +De plus, l'exécution eager de NumPy crée de nombreux tableaux intermédiaires de la même taille ! + +Ce type d'utilisation de la mémoire peut poser un gros problème dans les calculs de recherche réels. + + +### Une comparaison avec Numba + +Voyons si nous pouvons obtenir de meilleures performances en utilisant Numba avec une simple boucle. + +```{code-cell} ipython3 +@numba.jit +def compute_max_numba(grid): + m = -np.inf + for x in grid: + for y in grid: + z = np.cos(x**2 + y**2) / (1 + x**2 + y**2) + m = max(m, z) + return m +``` + +Testons-le : + +```{code-cell} ipython3 +grid = np.linspace(-3, 3, 3_000) + +with qe.Timer(): + # Première exécution + z_max_numba = compute_max_numba(grid) +``` + +Exécutons-le à nouveau pour éliminer le temps de compilation. + +```{code-cell} ipython3 +with qe.Timer(): + # Deuxième exécution + compute_max_numba(grid) +``` + +Remarquez comme nous n'utilisons presque pas de mémoire --- nous n'avons besoin que de la `grid` unidimensionnelle + +De plus, la vitesse d'exécution est bonne. + +Sur la plupart des machines, la version Numba sera un peu plus rapide que NumPy. + +La raison en est un code machine efficace ainsi que moins d'opérations de lecture-écriture en mémoire. + + +### Numba parallélisé + +Essayons maintenant la parallélisation avec Numba en utilisant `prange` : + +```{code-cell} ipython3 +@numba.jit(parallel=True) +def compute_max_numba_parallel(grid): + n = len(grid) + m = -np.inf + for i in numba.prange(n): + for j in range(n): + x = grid[i] + y = grid[j] + z = np.cos(x**2 + y**2) / (1 + x**2 + y**2) + m = max(m, z) + return m +``` + +Voici une exécution de préchauffage et un test. + +```{code-cell} ipython3 +with qe.Timer(): + # Première exécution + z_max_parallel = compute_max_numba_parallel(grid) +``` + +Voici le temps pour la version précompilée. + +```{code-cell} ipython3 +with qe.Timer(): + # Deuxième exécution + compute_max_numba_parallel(grid) +``` + +Si vous disposez de plusieurs cœurs, vous devriez constater ici les avantages de la parallélisation. + +Assurons-nous que nous obtenons toujours le bon résultat (proche de un) : + +```{code-cell} ipython3 +print(f"Numba result: {z_max_parallel:.6f}") +``` + + +Pour les machines puissantes et les grilles de plus grande taille, la parallélisation peut générer des gains de vitesse utiles, même sur le CPU. + + +### Code vectorisé avec JAX + +Essayons de reproduire l'approche vectorisée de NumPy avec JAX. + +Commençons par la fonction, qui remplace `np` par `jnp` et ajoute `jax.jit` + +```{code-cell} ipython3 +@jax.jit +def f(x, y): + return jnp.cos(x**2 + y**2) / (1 + x**2 + y**2) + +``` + +Nous utilisons l'approche meshgrid de style NumPy : + +```{code-cell} ipython3 +grid = jnp.linspace(-3, 3, 3_000) +x_mesh, y_mesh = jnp.meshgrid(grid, grid) +``` + +Maintenant, exécutons et mesurons le temps + +```{code-cell} ipython3 +with qe.Timer(): + # Première exécution + z_max = jnp.max(f(x_mesh, y_mesh)) + # Maintenir l'interpréteur + z_max.block_until_ready() + +print(f"Plain vanilla JAX result: {z_max:.6f}") +``` + +Exécutons-le à nouveau pour éliminer le temps de compilation. + +```{code-cell} ipython3 +with qe.Timer(): + # Deuxième exécution + z_max = jnp.max(f(x_mesh, y_mesh)) + # Maintenir l'interpréteur + z_max.block_until_ready() +``` + +Une fois compilé, JAX est nettement plus rapide que NumPy, en particulier sur un GPU. + +Le surcoût de compilation est un coût ponctuel qui est rentabilisé lorsque la fonction est appelée à plusieurs reprises. + + +### JAX plus vmap + +Comme nous avons utilisé `jax.jit` ci-dessus, nous avons évité de créer de nombreux tableaux intermédiaires. + +Mais nous créons toujours les grands tableaux `z_max`, `x_mesh` et `y_mesh`. + +Heureusement, nous pouvons éviter cela en utilisant [jax.vmap](https://docs.jax.dev/en/latest/_autosummary/jax.vmap.html). + +Voici comment nous pouvons l'appliquer à notre problème. + + +```{code-cell} ipython3 +@jax.jit +def compute_max_vmap(grid): + # Construire une fonction qui prend le max sur tous les x pour un y donné + compute_column_max = lambda y: jnp.max(f(grid, y)) + # Vectoriser la fonction pour pouvoir l'appeler sur tous les y simultanément + vectorized_compute_column_max = jax.vmap(compute_column_max) + # Calculer le max de colonne à chaque ligne + column_maxes = vectorized_compute_column_max(grid) + # Calculer le max des max de colonnes et le renvoyer + return jnp.max(column_maxes) +``` + +Notez que nous ne créons jamais + +* la grille bidimensionnelle `x_mesh` +* la grille bidimensionnelle `y_mesh` ou +* le tableau bidimensionnel `f(x,y)` + +Comme avec Numba, nous utilisons simplement le tableau plat `grid`. + +Et comme tout est sous un unique `@jax.jit`, le compilateur peut fusionner toutes les opérations en un seul kernel optimisé. + +Essayons. + +```{code-cell} ipython3 +with qe.Timer(): + # Première exécution + z_max = compute_max_vmap(grid) + # Maintenir l'interpréteur + z_max.block_until_ready() + +print(f"JAX vmap result: {z_max:.6f}") +``` + +Exécutons-le à nouveau pour éliminer le temps de compilation : + +```{code-cell} ipython3 +with qe.Timer(): + # Deuxième exécution + z_max = compute_max_vmap(grid) + # Maintenir l'interpréteur + z_max.block_until_ready() +``` + + +### Résumé + +À notre avis, JAX est le gagnant pour les opérations vectorisées. + +Il domine NumPy à la fois en termes de vitesse (grâce à la compilation JIT et à la parallélisation) et d'efficacité mémoire (grâce à vmap). + +Il domine également Numba lorsqu'il est exécuté sur le GPU. + +```{note} +Numba peut prendre en charge la programmation GPU via `numba.cuda`, mais nous devons alors paralléliser à la main. Pour la plupart des cas rencontrés en économie, en économétrie et en finance, il est bien préférable de laisser le compilateur JAX gérer une parallélisation efficace plutôt que d'essayer de coder ces routines nous-mêmes. +``` + + +## Opérations séquentielles + +Certaines opérations sont intrinsèquement séquentielles -- et donc difficiles voire impossibles à vectoriser. + +Dans ce cas, NumPy est une mauvaise option et il ne nous reste que le choix entre Numba et JAX. + +Pour comparer ces choix, nous reviendrons sur le problème de l'itération sur l'application quadratique que nous avons vu dans notre {doc}`cours sur Numba `. + + +### Version Numba + +Voici la version Numba. + +```{code-cell} ipython3 +@numba.jit +def qm(x0, n, α=4.0): + x = np.empty(n+1) + x[0] = x0 + for t in range(n): + x[t+1] = α * x[t] * (1 - x[t]) + return x +``` + +Générons une série temporelle de longueur 10 000 000 et mesurons le temps d'exécution : + +```{code-cell} ipython3 +n = 10_000_000 + +with qe.Timer(): + # Première exécution + x = qm(0.1, n) +``` + +Exécutons-le à nouveau pour éliminer le temps de compilation : + +```{code-cell} ipython3 +with qe.Timer(): + # Deuxième exécution + x = qm(0.1, n) +``` + +Numba gère cette opération séquentielle de manière très efficace. + + +### Version JAX + +Nous ne pouvons pas remplacer directement `numba.jit` par `jax.jit` car les tableaux JAX sont immuables. + +Mais nous pouvons quand même implémenter cette opération + +#### Première tentative + +Voici une solution de contournement utilisant la syntaxe `at[t].set` dont nous avons {ref}`parlé dans le cours JAX `. + +Nous appliquerons une `lax.fori_loop`, qui est une version d'une boucle for pouvant être compilée par XLA. + +```{code-cell} ipython3 +cpu = jax.devices("cpu")[0] + +@partial(jax.jit, static_argnames=("n",), device=cpu) +def qm_jax_fori(x0, n, α=4.0): + + x = jnp.empty(n + 1).at[0].set(x0) + + def update(t, x): + return x.at[t + 1].set(α * x[t] * (1 - x[t])) + + x = lax.fori_loop(0, n, update, x) + return x + +``` + +* Nous maintenons `n` statique car il affecte la taille du tableau et donc JAX veut se spécialiser sur sa valeur dans le code compilé. +* Nous épinglons au CPU via `device=cpu` car cette charge de travail séquentielle se compose de nombreuses petites opérations, laissant peu d'opportunités pour le parallélisme GPU. + +Important : bien que `at[t].set` semble créer un nouveau tableau à chaque étape, à l'intérieur d'une fonction compilée en JIT, le compilateur détecte que l'ancien tableau n'est plus nécessaire et effectue la mise à jour sur place ! + +Mesurons le temps avec les mêmes paramètres : + +```{code-cell} ipython3 +with qe.Timer(): + # Première exécution + x_jax = qm_jax_fori(0.1, n) + # Maintenir l'interpréteur + x_jax.block_until_ready() +``` + +Exécutons-le à nouveau pour éliminer le surcoût de compilation : + +```{code-cell} ipython3 +with qe.Timer(): + # Deuxième exécution + x_jax = qm_jax_fori(0.1, n) + # Maintenir l'interpréteur + x_jax.block_until_ready() +``` + +JAX est également assez efficace pour cette opération séquentielle ! + + +#### Deuxième tentative + +Il existe une autre manière d'implémenter la boucle qui utilise `lax.scan`. + +Cette alternative est sans doute plus conforme à l'approche fonctionnelle de JAX --- bien que la syntaxe soit difficile à mémoriser. + + +```{code-cell} ipython3 +@partial(jax.jit, static_argnames=("n",), device=cpu) +def qm_jax_scan(x0, n, α=4.0): + def update(x, t): + x_new = α * x * (1 - x) + return x_new, x_new + + _, x = lax.scan(update, x0, jnp.arange(n)) + return jnp.concatenate([jnp.array([x0]), x]) +``` + +Ce code n'est pas facile à lire mais, en substance, `lax.scan` appelle `update` de manière répétée et accumule les retours `x_new` dans un tableau. + +Mesurons le temps avec les mêmes paramètres : + +```{code-cell} ipython3 +with qe.Timer(): + # Première exécution + x_jax = qm_jax_scan(0.1, n) + # Maintenir l'interpréteur + x_jax.block_until_ready() +``` + +Exécutons-le à nouveau pour éliminer le surcoût de compilation : + +```{code-cell} ipython3 +with qe.Timer(): + # Deuxième exécution + x_jax = qm_jax_scan(0.1, n) + # Maintenir l'interpréteur + x_jax.block_until_ready() +``` + +Étonnamment, JAX offre également de solides performances après compilation. + + +### Résumé + +Bien que Numba et JAX offrent tous deux de solides performances pour les opérations séquentielles, il existe des différences en termes de lisibilité du code et de facilité d'utilisation. + +La version Numba est directe et naturelle à lire : nous allouons simplement un tableau et le remplissons élément par élément à l'aide d'une boucle Python standard. + +C'est exactement ainsi que la plupart des programmeurs conçoivent l'algorithme. + +Les versions JAX, en revanche, nécessitent soit `lax.fori_loop`, soit `lax.scan`, qui sont toutes deux moins intuitives qu'une boucle Python standard. + +Bien que la syntaxe `at[t].set` de JAX permette des mises à jour élément par élément, le code global reste plus difficile à lire que l'équivalent Numba. + + + +## Recommandations générales + +Prenons maintenant du recul et résumons les compromis. + +Pour les **opérations vectorisées**, JAX est le choix le plus solide. + +Il égale ou dépasse NumPy en vitesse, grâce à la compilation JIT et à une parallélisation efficace sur les CPU et les GPU. + +La transformation `vmap` réduit l'utilisation de la mémoire et conduit souvent à un code plus clair que la vectorisation traditionnelle basée sur meshgrid. + +De plus, les fonctions JAX sont automatiquement différentiables, comme nous l'explorons dans {doc}`autodiff`. + +Pour les **opérations séquentielles**, Numba possède une syntaxe plus agréable. + +Le code est naturel et lisible --- juste une boucle Python avec un décorateur --- et les performances sont excellentes. + +JAX peut gérer les problèmes séquentiels via `lax.fori_loop` ou `lax.scan`, mais la syntaxe est moins intuitive. + +D'un autre côté, les versions JAX prennent en charge la différenciation automatique. + +Cela pourrait présenter un intérêt si, par exemple, nous souhaitons calculer les sensibilités d'une trajectoire aux paramètres du modèle \ No newline at end of file diff --git a/lectures/oop_intro.md b/lectures/oop_intro.md new file mode 100644 index 0000000..4c1fc39 --- /dev/null +++ b/lectures/oop_intro.md @@ -0,0 +1,419 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: "POO I\_: Objets et méthodes" + headings: + Overview: Vue d'ensemble + Objects: Objets + Objects::Type: Type + Objects::Identity: Identité + 'Objects::Object Content: Data and Attributes': "Contenu de l'objet\_: données et attributs" + Objects::Methods: Méthodes + Inspection Using Rich: Inspection avec Rich + A Little Mystery: Un petit mystère + Summary: Résumé + Exercises: Exercices +--- + +(oop_intro)= +```{raw} jupyter + +``` + +# POO I : Objets et méthodes + +## Vue d'ensemble + +Le paradigme de programmation traditionnel (pensez à Fortran, C, MATLAB, etc.) est appelé [procédural](https://en.wikipedia.org/wiki/Procedural_programming). + +Il fonctionne de la manière suivante + +* Le programme possède un état qui correspond aux valeurs de ses variables. +* Des fonctions sont appelées pour agir sur cet état et le transformer. +* Les sorties finales sont produites par une séquence d'appels de fonctions. + +Deux autres paradigmes importants sont la [programmation orientée objet](https://en.wikipedia.org/wiki/Object-oriented_programming) (POO) et la [programmation fonctionnelle](https://en.wikipedia.org/wiki/Functional_programming). + + +Dans le paradigme POO, les données et les fonctions sont regroupées ensemble dans des « objets » --- et les fonctions, dans ce contexte, sont appelées **méthodes**. + +Les méthodes sont appelées pour transformer les données contenues dans l'objet. + +* Pensez à une liste Python qui contient des données et possède des méthodes telles que `append()` et `pop()` qui transforment ces données. + +Les langages de programmation fonctionnelle sont construits sur l'idée de composer des fonctions. + +* Des exemples influents comprennent [Lisp](https://en.wikipedia.org/wiki/Common_Lisp), [Haskell](https://en.wikipedia.org/wiki/Haskell) et [Elixir](https://en.wikipedia.org/wiki/Elixir_(programming_language)). + +Alors, dans laquelle de ces catégories Python s'inscrit-il ? + +En réalité, Python est un langage pragmatique qui mêle les styles orienté objet, fonctionnel et procédural, plutôt que d'adopter une approche puriste. + +D'une part, cela permet à Python et à ses utilisateurs de sélectionner les bons aspects de différents paradigmes. + +D'autre part, ce manque de pureté peut parfois prêter à confusion. + +Heureusement, cette confusion est réduite au minimum si vous comprenez qu'à un niveau fondamental, Python *est* orienté objet. + +Par cela, nous voulons dire qu'en Python, *tout est objet*. + +Dans ce cours, nous expliquons ce que signifie cette affirmation et pourquoi elle est importante. + +Nous utiliserons la bibliothèque tierce suivante + + +```{code-cell} python3 +:tags: [hide-output] +!pip install rich +``` + + +## Objets + +```{index} single: Python; Objects +``` + +En Python, un *objet* est une collection de données et d'instructions conservées dans la mémoire de l'ordinateur, qui comprend + +1. un type +1. une identité unique +1. des données (c'est-à-dire du contenu) +1. des méthodes + +Ces concepts sont définis et discutés successivement ci-dessous. + +(type)= +### Type + +```{index} single: Python; Type +``` + +Python propose différents types d'objets, afin d'accommoder différentes catégories de données. + +Par exemple + +```{code-cell} python3 +s = 'This is a string' +type(s) +``` + +```{code-cell} python3 +x = 42 # Créons maintenant un entier +type(x) +``` + +Le type d'un objet est important pour de nombreuses expressions. + +Par exemple, l'opérateur d'addition entre deux chaînes de caractères signifie la concaténation + +```{code-cell} python3 +'300' + 'cc' +``` + +En revanche, entre deux nombres, il signifie l'addition ordinaire + +```{code-cell} python3 +300 + 400 +``` + +Considérez l'expression suivante + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +'300' + 400 +``` + +Ici, nous mélangeons les types, et il n'est pas clair pour Python si l'utilisateur souhaite + +* convertir `'300'` en entier puis l'ajouter à `400`, ou +* convertir `400` en chaîne puis la concaténer avec `'300'` + +Certains langages pourraient tenter de deviner, mais Python est *fortement typé* + +* Le type est important, et la conversion de type implicite est rare. +* Python répondra plutôt en levant une `TypeError`. + +Pour éviter l'erreur, vous devez clarifier en modifiant le type concerné. + +Par exemple, + +```{code-cell} python3 +int('300') + 400 # Pour additionner en tant que nombres, convertir la chaîne en entier +``` + +(identity)= +### Identité + +```{index} single: Python; Identity +``` + +En Python, chaque objet possède un identifiant unique, qui aide Python (et nous-mêmes) à suivre l'objet. + +L'identité d'un objet peut être obtenue via la fonction `id()` + +```{code-cell} python3 +y = 2.5 +z = 2.5 +id(y) +``` + +```{code-cell} python3 +id(z) +``` + +Dans cet exemple, `y` et `z` ont par hasard la même valeur (c'est-à-dire `2.5`), mais ce ne sont pas le même objet. + +L'identité d'un objet est en fait simplement l'adresse de l'objet en mémoire. + +### Contenu de l'objet : données et attributs + +```{index} single: Python; Content +``` + +Si nous posons `x = 42`, alors nous créons un objet de type `int` qui contient +la donnée `42`. + +En fait, il contient davantage, comme le montre l'exemple suivant + +```{code-cell} python3 +x = 42 +x +``` + +```{code-cell} python3 +x.imag +``` + +```{code-cell} python3 +x.__class__ +``` + +Lorsque Python crée cet objet entier, il stocke avec lui diverses informations auxiliaires, telles que la partie imaginaire et le type. + +Tout nom suivant un point est appelé un *attribut* de l'objet situé à gauche du point. + +* par exemple, ``imag`` et `__class__` sont des attributs de `x`. + +Nous voyons dans cet exemple que les objets possèdent des attributs contenant des informations auxiliaires. + +Ils possèdent également des attributs qui agissent comme des fonctions, appelés *méthodes*. + +Ces attributs sont importants, alors discutons-en en profondeur. + +(methods)= +### Méthodes + +```{index} single: Python; Methods +``` + +Les méthodes sont des *fonctions regroupées avec les objets*. + +Formellement, les méthodes sont des attributs d'objets qui sont **appelables** -- c'est-à-dire des attributs qui peuvent être appelés comme des fonctions + +```{code-cell} python3 +x = ['foo', 'bar'] +callable(x.append) +``` + +```{code-cell} python3 +callable(x.__doc__) +``` + +Les méthodes agissent généralement sur les données contenues dans l'objet auquel elles appartiennent, ou combinent ces données avec d'autres données + +```{code-cell} python3 +x = ['a', 'b'] +x.append('c') +s = 'This is a string' +s.upper() +``` + +```{code-cell} python3 +s.lower() +``` + +```{code-cell} python3 +s.replace('This', 'That') +``` + +Une grande partie des fonctionnalités de Python s'organise autour d'appels de méthodes. + +Par exemple, considérez le morceau de code suivant + +```{code-cell} python3 +x = ['a', 'b'] +x[0] = 'aa' # Affectation d'élément via la notation entre crochets +x +``` + +Il ne semble pas qu'aucune méthode ne soit utilisée ici, mais en fait la notation d'affectation entre crochets n'est qu'une interface pratique vers un appel de méthode. + +Ce qui se passe réellement, c'est que Python appelle la méthode `__setitem__`, comme suit + +```{code-cell} python3 +x = ['a', 'b'] +x.__setitem__(0, 'aa') # Équivalent à x[0] = 'aa' +x +``` + +(Si vous le souhaitiez, vous pourriez modifier la méthode `__setitem__`, de sorte que l'affectation entre crochets fasse quelque chose de totalement différent) + +## Inspection avec Rich + +Il existe un joli paquet appelé [rich](https://github.com/Textualize/rich) qui +nous aide à visualiser le contenu d'un objet. + +Par exemple, + +```{code-cell} python3 +from rich import inspect +x = 10 +inspect(10) +``` +Si nous voulons voir également les méthodes, nous pouvons utiliser + +```{code-cell} python3 +inspect(10, methods=True) +``` + +En fait, il existe encore plus de méthodes, comme vous pouvez le constater en exécutant `inspect(10, all=True)`. + + + +## Un petit mystère + +Dans ce cours, nous avons affirmé que Python est, au fond, un langage orienté objet. + +Mais voici un exemple qui semble plus procédural. + +```{code-cell} python3 +x = ['a', 'b'] +m = len(x) +m +``` + +Si Python est orienté objet, pourquoi n'utilisons-nous pas `x.len()` ? + +La réponse est liée au fait que Python vise la lisibilité et un style cohérent. + +En Python, il est courant que les utilisateurs construisent des objets personnalisés --- nous verrons comment +faire cela {doc}`plus tard `. + +Il est assez courant que les utilisateurs ajoutent à ceux-ci des méthodes qui mesurent la longueur de +l'objet, définie de manière appropriée. + +Lorsqu'il s'agit de nommer une telle méthode, les choix naturels sont `len()` et `length()`. + +Si certains utilisateurs choisissent `len()` et d'autres `length()`, alors le style sera +incohérent et plus difficile à retenir. + +Pour éviter cela, le créateur de Python a choisi d'ajouter +`len()` comme fonction intégrée, afin de souligner que `len()` est la convention. + +Ceci dit, Python *reste* néanmoins orienté objet en coulisses. + +En effet, la liste `x` évoquée ci-dessus possède une méthode appelée `__len__()`. + +Tout ce que fait la fonction `len()`, c'est appeler cette méthode. + +Autrement dit, le code suivant est équivalent : + +```{code-cell} python3 +x = ['a', 'b'] +len(x) +``` +et + +```{code-cell} python3 +x = ['a', 'b'] +x.__len__() +``` + + +## Résumé + +Le message de ce cours est clair : + +* En Python, *tout ce qui est en mémoire est traité comme un objet*. + +Cela inclut non seulement les listes, les chaînes de caractères, etc., mais aussi des choses moins évidentes, telles que + +* les fonctions (une fois qu'elles ont été chargées en mémoire) +* les modules (idem) +* les fichiers ouverts en lecture ou en écriture +* les entiers, etc. + +Se rappeler que tout est un objet vous aidera à interagir avec vos programmes +et à écrire un code clair et pythonique. + +## Exercices + +```{exercise-start} +:label: oop_intro_ex1 +``` + +Nous avons déjà rencontré le {any}`type de données booléen ` précédemment. + +En utilisant ce que nous avons appris dans ce cours, affichez une liste des méthodes de +l'objet booléen `True`. + +```{hint} +:class: dropdown + +Vous pouvez utiliser `callable()` pour vérifier si un attribut d'un objet peut être appelé comme une fonction +``` + +```{exercise-end} +``` + +```{solution-start} oop_intro_ex1 +:class: dropdown +``` + +Tout d'abord, nous devons trouver tous les attributs de `True`, ce qui peut être fait via + +```{code-cell} python3 +print(sorted(True.__dir__())) +``` + +ou + +```{code-cell} python3 +print(sorted(dir(True))) +``` + +Puisque le type de données booléen est un type primitif, vous pouvez aussi le trouver dans l'espace de noms intégré + +```{code-cell} python3 +print(dir(__builtins__.bool)) +``` + +Ici, nous utilisons une boucle `for` pour filtrer les attributs qui sont appelables + +```{code-cell} python3 +attributes = dir(__builtins__.bool) +callablels = [] + +for attribute in attributes: + # Utilise eval() pour évaluer une chaîne comme une expression + if callable(eval(f'True.{attribute}')): + callablels.append(attribute) +print(callablels) +``` + + +```{solution-end} +``` \ No newline at end of file diff --git a/lectures/pandas.md b/lectures/pandas.md new file mode 100644 index 0000000..d9e35c6 --- /dev/null +++ b/lectures/pandas.md @@ -0,0 +1,815 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst + format_version: 0.13 + jupytext_version: 1.16.7 +kernelspec: + display_name: Python 3 (ipykernel) + language: python + name: python3 +translation: + title: Pandas + headings: + Overview: Vue d'ensemble + Series: Series + DataFrames: DataFrames + DataFrames::Select Data by Position: Sélectionner les données par position + DataFrames::Select Data by Conditions: Sélectionner les données par conditions + DataFrames::Apply Method: Méthode Apply + DataFrames::Make Changes in DataFrames: Effectuer des modifications dans les DataFrames + DataFrames::Standardization and Visualization: Standardisation et visualisation + On-Line Data Sources: Sources de données en ligne + On-Line Data Sources::Accessing Data with requests: Accéder aux données avec requests + On-Line Data Sources::Using wbgapi and yfinance to Access Data: Utiliser wbgapi et yfinance pour accéder aux données + Exercises: Exercices +--- + +(pd)= +```{raw} jupyter + +``` + +# {index}`Pandas ` + +```{index} single: Python; Pandas +``` + +En plus de ce qui est inclus dans Anaconda, ce cours nécessitera les bibliothèques suivantes : + +```{code-cell} ipython3 +:tags: [hide-output] + +!pip install --upgrade wbgapi +!pip install --upgrade yfinance +``` + +## Vue d'ensemble + +[Pandas](https://pandas.pydata.org/) est un ensemble d'outils d'analyse de données rapides et efficaces pour Python. + +Sa popularité a fortement augmenté ces dernières années, en parallèle de l'essor de domaines tels que la science des données et l'apprentissage automatique. + +Voici une comparaison de popularité dans le temps face à Matlab et STATA, offerte par Stack Overflow Trends + +```{figure} /_static/lecture_specific/pandas/pandas_vs_rest.png +:scale: 100 +``` + +Tout comme [NumPy](https://numpy.org/) fournit le type de données tableau de base ainsi que les opérations fondamentales sur les tableaux, pandas + +1. définit des structures fondamentales pour travailler avec les données et +1. les dote de méthodes qui facilitent des opérations telles que + * la lecture de données + * l'ajustement des indices + * le travail avec les dates et les séries temporelles + * le tri, le regroupement, la réorganisation et le traitement général des données [^mung] + * la gestion des valeurs manquantes, etc., etc. + +Des fonctionnalités statistiques plus sophistiquées sont laissées à d'autres paquets, tels que [statsmodels](https://www.statsmodels.org/) et [scikit-learn](https://scikit-learn.org/), qui sont construits par-dessus pandas. + +Ce cours fournira une introduction de base à pandas. + +Tout au long du cours, nous supposerons que les importations suivantes ont été effectuées + +```{code-cell} ipython3 +import pandas as pd +import numpy as np +import matplotlib.pyplot as plt +import requests +``` + +Deux types de données importants définis par pandas sont `Series` et `DataFrame`. + +Vous pouvez considérer une `Series` comme une « colonne » de données, telle qu'une collection d'observations sur une seule variable. + +Un `DataFrame` est un objet à deux dimensions permettant de stocker des colonnes de données liées entre elles. + +## Series + +```{index} single: Pandas; Series +``` + +Commençons par les Series. + + +Nous commençons par créer une série de quatre observations aléatoires + +```{code-cell} ipython3 +s = pd.Series(np.random.randn(4), name='daily returns') +s +``` + +Ici, vous pouvez imaginer les indices `0, 1, 2, 3` comme indexant quatre sociétés cotées, et les valeurs étant les rendements quotidiens de leurs actions. + +Les `Series` de pandas sont construites par-dessus les tableaux NumPy et prennent en charge de nombreuses opérations similaires + +```{code-cell} ipython3 +s * 100 +``` + +```{code-cell} ipython3 +np.abs(s) +``` + +Mais les `Series` offrent plus que les tableaux NumPy. + +Non seulement elles disposent de méthodes supplémentaires (à orientation statistique) + +```{code-cell} ipython3 +s.describe() +``` + +mais leurs indices sont plus flexibles + +```{code-cell} ipython3 +s.index = ['AMZN', 'AAPL', 'MSFT', 'GOOG'] +s +``` + +Vues de cette manière, les `Series` sont comme des dictionnaires Python rapides et efficaces (avec la restriction que tous les éléments du dictionnaire ont le même type — dans ce cas, des flottants). + +En fait, vous pouvez utiliser une grande partie de la même syntaxe que les dictionnaires Python + +```{code-cell} ipython3 +s['AMZN'] +``` + +```{code-cell} ipython3 +s['AMZN'] = 0 +s +``` + +```{code-cell} ipython3 +'AAPL' in s +``` + +## DataFrames + +```{index} single: Pandas; DataFrames +``` + +Alors qu'une `Series` est une seule colonne de données, un `DataFrame` comporte plusieurs colonnes, une pour chaque variable. + +En substance, un `DataFrame` dans pandas est analogue à une feuille de calcul Excel (hautement optimisée). + +Ainsi, c'est un outil puissant pour représenter et analyser des données naturellement organisées en lignes et en colonnes, souvent avec des indices descriptifs pour les lignes et les colonnes individuelles. + +Regardons un exemple qui lit des données à partir du fichier CSV `pandas/data/test_pwt.csv`, tiré des [Penn World Tables](https://www.rug.nl/ggdc/productivity/pwt/pwt-releases/pwt-7.0). + +Le jeu de données contient les indicateurs suivants + +| Nom de la variable | Description | +| :- : | :- : | +| POP | Population (en milliers) | +| XRAT | Taux de change par rapport au dollar américain | +| tcgdp | PIB total converti en PPA (en millions de dollars internationaux) | +| cc | Part de la consommation dans le PIB par habitant converti en PPA (%) | +| cg | Part de la consommation publique dans le PIB par habitant converti en PPA (%) | + + +Nous allons le lire depuis une URL en utilisant la fonction `read_csv` de `pandas`. + +```{code-cell} ipython3 +df = pd.read_csv('https://raw.githubusercontent.com/QuantEcon/lecture-python-programming/main/lectures/_static/lecture_specific/pandas/data/test_pwt.csv') +type(df) +``` + +Voici le contenu de `test_pwt.csv` + +```{code-cell} ipython3 +df +``` + +### Sélectionner les données par position + +En pratique, une chose que nous faisons tout le temps est de rechercher, sélectionner et travailler avec un sous-ensemble des données qui nous intéressent. + +Nous pouvons sélectionner des lignes particulières en utilisant la notation standard de découpage de tableau Python + +```{code-cell} ipython3 +df[2:5] +``` + +Pour sélectionner des colonnes, nous pouvons passer une liste contenant les noms des colonnes désirées représentés sous forme de chaînes de caractères + +```{code-cell} ipython3 +df[['country', 'tcgdp']] +``` + +Pour sélectionner à la fois des lignes et des colonnes en utilisant des entiers, l'attribut `iloc` doit être utilisé avec le format `.iloc[lignes, colonnes]`. + +```{code-cell} ipython3 +df.iloc[2:5, 0:4] +``` + +Pour sélectionner des lignes et des colonnes en utilisant un mélange d'entiers et d'étiquettes, l'attribut `loc` peut être utilisé de manière similaire + +```{code-cell} ipython3 +df.loc[df.index[2:5], ['country', 'tcgdp']] +``` + +### Sélectionner les données par conditions + +Au lieu d'indexer les lignes et les colonnes en utilisant des entiers et des noms, nous pouvons également obtenir un sous-dataframe qui nous intéresse et qui satisfait certaines conditions (potentiellement complexes). + +Cette section illustre différentes manières de procéder. + +La manière la plus directe est d'utiliser l'opérateur `[]`. + +```{code-cell} ipython3 +df[df.POP >= 20000] +``` + +Pour comprendre ce qui se passe ici, remarquez que `df.POP >= 20000` renvoie une série de valeurs booléennes. + +```{code-cell} ipython3 +df.POP >= 20000 +``` + +Dans ce cas, `df[___]` prend une série de valeurs booléennes et ne renvoie que les lignes ayant les valeurs `True`. + +Prenons un autre exemple, + +```{code-cell} ipython3 +df[(df.country.isin(['Argentina', 'India', 'South Africa'])) & (df.POP > 40000)] +``` + +Cependant, il existe une autre manière de faire la même chose, qui peut être légèrement plus rapide pour les grands dataframes, avec une syntaxe plus naturelle. + +```{code-cell} ipython3 +# ce qui précède est équivalent à +df.query("POP >= 20000") +``` + +```{code-cell} ipython3 +df.query("country in ['Argentina', 'India', 'South Africa'] and POP > 40000") +``` + +Nous pouvons également autoriser des opérations arithmétiques entre différentes colonnes. + +```{code-cell} ipython3 +df[(df.cc + df.cg >= 80) & (df.POP <= 20000)] +``` + +```{code-cell} ipython3 +# ce qui précède est équivalent à +df.query("cc + cg >= 80 & POP <= 20000") +``` + +Par exemple, nous pouvons utiliser le conditionnement pour sélectionner le pays ayant la plus grande part de consommation des ménages dans le PIB `cc`. + +```{code-cell} ipython3 +df.loc[df.cc == max(df.cc)] +``` + +Lorsque nous ne voulons regarder que certaines colonnes d'un sous-dataframe sélectionné, nous pouvons utiliser les conditions ci-dessus avec la commande `.loc[__ , __]`. + +Le premier argument prend la condition, tandis que le second argument prend une liste de colonnes que nous voulons renvoyer. + +```{code-cell} ipython3 +df.loc[(df.cc + df.cg >= 80) & (df.POP <= 20000), ['country', 'year', 'POP']] +``` + +**Application : Sous-ensemble d'un Dataframe** + +Les jeux de données du monde réel peuvent être [énormes](https://developers.google.com/machine-learning/crash-course/overfitting). + +Il est parfois souhaitable de travailler avec un sous-ensemble de données pour améliorer l'efficacité computationnelle et réduire la redondance. + +Imaginons que nous ne nous intéressions qu'à la population (`POP`) et au PIB total (`tcgdp`). + +Une manière de réduire le dataframe `df` à ces seules variables est d'écraser le dataframe en utilisant la méthode de sélection décrite ci-dessus + +```{code-cell} ipython3 +df_subset = df[['country', 'POP', 'tcgdp']] +df_subset +``` + +Nous pouvons ensuite enregistrer le jeu de données plus petit pour une analyse ultérieure. + +```{code-block} python3 +:class: no-execute + +df_subset.to_csv('pwt_subset.csv', index=False) +``` + +### Méthode Apply + +Une autre méthode Pandas largement utilisée est `df.apply()`. + +Elle applique une fonction à chaque ligne/colonne et renvoie une série. + +Cette fonction peut être une fonction intégrée comme la fonction `max`, une fonction `lambda`, ou une fonction définie par l'utilisateur. + +Voici un exemple utilisant la fonction `max` + +```{code-cell} ipython3 +df[['year', 'POP', 'XRAT', 'tcgdp', 'cc', 'cg']].apply(max) +``` + +Cette ligne de code applique la fonction `max` à toutes les colonnes sélectionnées. + +La fonction `lambda` est souvent utilisée avec la méthode `df.apply()` + +Un exemple trivial consiste à renvoyer elle-même chaque ligne du dataframe + +```{code-cell} ipython3 +df.apply(lambda row: row, axis=1) +``` + +```{note} +Pour la méthode `.apply()` +- axis = 0 -- applique la fonction à chaque colonne (variables) +- axis = 1 -- applique la fonction à chaque ligne (observations) +- axis = 0 est le paramètre par défaut +``` + +Nous pouvons l'utiliser conjointement avec `.loc[]` pour effectuer des sélections plus avancées. + +```{code-cell} ipython3 +complexCondition = df.apply( + lambda row: row.POP > 40000 if row.country in ['Argentina', 'India', 'South Africa'] else row.POP < 20000, + axis=1), ['country', 'year', 'POP', 'XRAT', 'tcgdp'] +``` + +`df.apply()` renvoie ici une série de valeurs booléennes pour les lignes qui satisfont la condition spécifiée dans l'instruction if-else. + +De plus, elle définit également un sous-ensemble de variables d'intérêt. + +```{code-cell} ipython3 +complexCondition +``` + +Lorsque nous appliquons cette condition au dataframe, le résultat sera + +```{code-cell} ipython3 +df.loc[complexCondition] +``` + +### Effectuer des modifications dans les DataFrames + +La capacité d'effectuer des modifications dans les dataframes est importante pour générer un jeu de données propre en vue d'analyses futures. + + +**1.** Nous pouvons utiliser `df.where()` de manière pratique pour « conserver » les lignes que nous avons sélectionnées et remplacer les autres lignes par n'importe quelles autres valeurs + +```{code-cell} ipython3 +df.where(df.POP >= 20000, False) +``` + +**2.** Nous pouvons simplement utiliser `.loc[]` pour spécifier la colonne que nous voulons modifier, et attribuer des valeurs + +```{code-cell} ipython3 +df.loc[df.cg == max(df.cg), 'cg'] = np.nan +df +``` + +**3.** Nous pouvons utiliser la méthode `.apply()` pour modifier *des lignes/colonnes dans leur ensemble* + +```{code-cell} ipython3 +def update_row(row): + # modifie POP + row.POP = np.nan if row.POP<= 10000 else row.POP + + # modifie XRAT + row.XRAT = row.XRAT / 10 + return row + +df.apply(update_row, axis=1) +``` + +**4.** Nous pouvons utiliser la méthode `.map()` pour modifier toutes les *entrées individuelles* du dataframe d'un seul coup. + +```{code-cell} ipython3 +# Arrondit tous les nombres décimaux à 2 décimales +df.map(lambda x : round(x,2) if type(x)!=str else x) +``` + +**Application : Imputation des valeurs manquantes** + +Le remplacement des valeurs manquantes est une étape importante du traitement des données. + +Insérons aléatoirement quelques valeurs NaN + +```{code-cell} ipython3 +for idx in list(zip([0, 3, 5, 6], [3, 4, 6, 2])): + df.iloc[idx] = np.nan + +df +``` + +La fonction `zip()` crée ici des paires de valeurs à partir des deux listes (c'est-à-dire [0,3], [3,4] ...) + +Nous pouvons utiliser à nouveau la méthode `.map()` pour remplacer toutes les valeurs manquantes par 0 + +```{code-cell} ipython3 +# remplace toutes les valeurs NaN par 0 +def replace_nan(x): + if type(x)!=str: + return 0 if np.isnan(x) else x + else: + return x + +df.map(replace_nan) +``` + +Pandas nous fournit également des méthodes pratiques pour remplacer les valeurs manquantes. + +Par exemple, l'imputation simple utilisant les moyennes des variables peut être facilement réalisée dans pandas + +```{code-cell} ipython3 +df = df.fillna(df.iloc[:,2:8].mean()) +df +``` + +L'imputation des valeurs manquantes est un vaste domaine de la science des données impliquant diverses techniques d'apprentissage automatique. + +Il existe également des [outils plus avancés](https://scikit-learn.org/stable/modules/impute.html) en Python pour imputer les valeurs manquantes. + +### Standardisation et visualisation + +Imaginons que nous ne nous intéressions qu'à la population (`POP`) et au PIB total (`tcgdp`). + +Une manière de réduire le dataframe `df` à ces seules variables est d'écraser le dataframe en utilisant la méthode de sélection décrite ci-dessus + +```{code-cell} ipython3 +df = df[['country', 'POP', 'tcgdp']] +df +``` + +Ici, l'indice `0, 1,..., 7` est redondant car nous pouvons utiliser les noms des pays comme indice. + +Pour ce faire, nous définissons l'indice comme étant la variable `country` du dataframe + +```{code-cell} ipython3 +df = df.set_index('country') +df +``` + +Donnons aux colonnes des noms légèrement meilleurs + +```{code-cell} ipython3 +df.columns = 'population', 'total GDP' +df +``` + +La variable `population` est en milliers, revenons aux unités simples + +```{code-cell} ipython3 +df['population'] = df['population'] * 1e3 +df +``` + +Ensuite, nous allons ajouter une colonne montrant le PIB réel par habitant, en multipliant par 1 000 000 au passage car le PIB total est en millions + +```{code-cell} ipython3 +df['GDP percap'] = df['total GDP'] * 1e6 / df['population'] +df +``` + +L'une des choses agréables avec les objets `DataFrame` et `Series` de pandas est qu'ils disposent de méthodes de tracé et de visualisation qui fonctionnent via Matplotlib. + +Par exemple, nous pouvons facilement générer un diagramme en barres du PIB par habitant + +```{code-cell} ipython3 +ax = df['GDP percap'].plot(kind='bar') +ax.set_xlabel('country', fontsize=12) +ax.set_ylabel('GDP per capita', fontsize=12) +plt.show() +``` + +Pour le moment, le dataframe est ordonné par ordre alphabétique des pays — modifions-le pour l'ordonner selon le PIB par habitant + +```{code-cell} ipython3 +df = df.sort_values(by='GDP percap', ascending=False) +df +``` + +Un tracé comme précédemment donne maintenant + +```{code-cell} ipython3 +ax = df['GDP percap'].plot(kind='bar') +ax.set_xlabel('country', fontsize=12) +ax.set_ylabel('GDP per capita', fontsize=12) +plt.show() +``` + +## Sources de données en ligne + +```{index} single: Data Sources +``` + +Python facilite l'interrogation de bases de données en ligne de manière programmatique. + +Une base de données importante pour les économistes est [FRED](https://fred.stlouisfed.org/) — une vaste collection de données de séries temporelles maintenue par la Fed de St. Louis. + +Par exemple, supposons que nous soyons intéressés par le [taux de chômage](https://fred.stlouisfed.org/series/UNRATE). + +(Pour télécharger les données au format csv, cliquez sur `Download` en haut à droite et sélectionnez l'option `CSV (data)`). + +Alternativement, nous pouvons accéder au fichier CSV depuis un programme Python. + +Cela peut être fait avec diverses méthodes. + +Nous commençons par une méthode de relativement bas niveau, puis revenons à pandas. + +### Accéder aux données avec {index}`requests ` + +```{index} single: Python; requests +``` + +Une option consiste à utiliser [requests](https://requests.readthedocs.io/en/latest/), une bibliothèque Python standard pour demander des données via Internet. + +Pour commencer, essayez le code suivant sur votre ordinateur + +```{code-cell} ipython3 +r = requests.get('https://fred.stlouisfed.org/graph/fredgraph.csv?bgcolor=%23e1e9f0&chart_type=line&drp=0&fo=open%20sans&graph_bgcolor=%23ffffff&height=450&mode=fred&recession_bars=on&txtcolor=%23444444&ts=12&tts=12&width=1318&nt=0&thu=0&trc=0&show_legend=yes&show_axis_titles=yes&show_tooltip=yes&id=UNRATE&scale=left&cosd=1948-01-01&coed=2024-06-01&line_color=%234572a7&link_values=false&line_style=solid&mark_type=none&mw=3&lw=2&ost=-99999&oet=99999&mma=0&fml=a&fq=Monthly&fam=avg&fgst=lin&fgsnd=2020-02-01&line_index=1&transformation=lin&vintage_date=2024-07-29&revision_date=2024-07-29&nd=1948-01-01') +``` + +S'il n'y a pas de message d'erreur, c'est que l'appel a réussi. + +Si vous obtenez une erreur, alors il y a deux causes probables + +1. Vous n'êtes pas connecté à Internet — espérons que ce n'est pas le cas. +1. Votre machine accède à Internet via un serveur proxy, et Python n'en est pas conscient. + +Dans le second cas, vous pouvez soit + +* passer à une autre machine +* résoudre votre problème de proxy en lisant [la documentation](https://requests.readthedocs.io/en/latest/) + +En supposant que tout fonctionne, vous pouvez maintenant utiliser l'objet `source` renvoyé par l'appel `requests.get('https://research.stlouisfed.org/fred2/series/UNRATE/downloaddata/UNRATE.csv')` + +```{code-cell} ipython3 +url = 'https://fred.stlouisfed.org/graph/fredgraph.csv?bgcolor=%23e1e9f0&chart_type=line&drp=0&fo=open%20sans&graph_bgcolor=%23ffffff&height=450&mode=fred&recession_bars=on&txtcolor=%23444444&ts=12&tts=12&width=1318&nt=0&thu=0&trc=0&show_legend=yes&show_axis_titles=yes&show_tooltip=yes&id=UNRATE&scale=left&cosd=1948-01-01&coed=2024-06-01&line_color=%234572a7&link_values=false&line_style=solid&mark_type=none&mw=3&lw=2&ost=-99999&oet=99999&mma=0&fml=a&fq=Monthly&fam=avg&fgst=lin&fgsnd=2020-02-01&line_index=1&transformation=lin&vintage_date=2024-07-29&revision_date=2024-07-29&nd=1948-01-01' +source = requests.get(url).content.decode().split("\n") +source[0] +``` + +```{code-cell} ipython3 +source[1] +``` + +```{code-cell} ipython3 +source[2] +``` + +Nous pourrions maintenant écrire du code supplémentaire pour analyser ce texte et le stocker sous forme de tableau. + +Mais c'est inutile — la fonction `read_csv` de pandas peut gérer cette tâche pour nous. + +Nous utilisons `parse_dates=True` afin que pandas reconnaisse notre colonne de dates, permettant un filtrage simple par date + +```{code-cell} ipython3 +data = pd.read_csv(url, index_col=0, parse_dates=True) +``` + +Les données ont été lues dans un DataFrame pandas appelé `data` que nous pouvons maintenant manipuler de la manière habituelle + +```{code-cell} ipython3 +type(data) +``` + +```{code-cell} ipython3 +data.head() # Une méthode utile pour jeter un coup d'œil rapide à un dataframe +``` + +```{code-cell} ipython3 +pd.set_option('display.precision', 1) +data.describe() # Votre sortie peut différer légèrement +``` + +Nous pouvons également tracer le taux de chômage de 2006 à 2012 comme suit + +```{code-cell} ipython3 +ax = data['2006':'2012'].plot(title='US Unemployment Rate', legend=False) +ax.set_xlabel('year', fontsize=12) +ax.set_ylabel('%', fontsize=12) +plt.show() +``` + +Notez que pandas offre de nombreuses autres alternatives de types de fichiers. + +Pandas dispose d'une [grande variété](https://pandas.pydata.org/pandas-docs/stable/user_guide/io.html) de méthodes de haut niveau que nous pouvons utiliser pour lire des fichiers excel, json, parquet ou nous connecter directement à un serveur de base de données. + +### Utiliser {index}`wbgapi ` et {index}`yfinance ` pour accéder aux données + +La bibliothèque Python [wbgapi](https://pypi.org/project/wbgapi/) peut être utilisée pour récupérer des données à partir des nombreuses bases de données publiées par la Banque mondiale. + +```{note} +Vous pouvez trouver des informations utiles sur le paquet [wbgapi](https://pypi.org/project/wbgapi/) dans cet [article de blog de la Banque mondiale](https://blogs.worldbank.org/en/opendata/introducing-wbgapi-new-python-package-accessing-world-bank-data), en plus de ce [tutoriel](https://github.com/tgherzog/wbgapi/blob/master/examples/wbgapi-quickstart.ipynb) +``` + +Nous utiliserons également [yfinance](https://pypi.org/project/yfinance/) pour récupérer des données de Yahoo finance dans les exercices. + +Pour l'instant, parcourons un exemple de téléchargement et de tracé de données — cette fois-ci de la Banque mondiale. + +La Banque mondiale [collecte et organise des données](https://data.worldbank.org/indicator) sur un large éventail d'indicateurs. + +Par exemple, [voici](https://data.worldbank.org/indicator/GC.DOD.TOTL.GD.ZS) quelques données sur la dette publique en ratio du PIB. + +L'exemple de code suivant récupère les données pour vous et trace les séries temporelles pour les États-Unis et l'Australie + +```{code-cell} ipython3 +import wbgapi as wb +wb.series.info('GC.DOD.TOTL.GD.ZS') +``` + +```{code-cell} ipython3 +govt_debt = wb.data.DataFrame('GC.DOD.TOTL.GD.ZS', economy=['USA','AUS'], time=range(2005,2016)) +govt_debt = govt_debt.T # déplace les années des colonnes vers les lignes pour le tracé +``` + +```{code-cell} ipython3 +govt_debt.plot(xlabel='year', ylabel='Government debt (% of GDP)'); +``` + +## Exercices + +```{exercise-start} +:label: pd_ex1 +``` + +Avec ces importations : + +```{code-cell} ipython3 +import datetime as dt +import yfinance as yf +``` + +Écrivez un programme pour calculer la variation en pourcentage du prix au cours de l'année 2021 pour les actions suivantes : + +```{code-cell} ipython3 +ticker_list = {'INTC': 'Intel', + 'MSFT': 'Microsoft', + 'IBM': 'IBM', + 'BHP': 'BHP', + 'TM': 'Toyota', + 'AAPL': 'Apple', + 'AMZN': 'Amazon', + 'C': 'Citigroup', + 'QCOM': 'Qualcomm', + 'KO': 'Coca-Cola', + 'GOOG': 'Google'} +``` + +Voici la première partie du programme + +```{code-cell} ipython3 +def read_data(ticker_list, + start=dt.datetime(2021, 1, 1), + end=dt.datetime(2021, 12, 31)): + """ + This function reads in closing price data from Yahoo + for each tick in the ticker_list. + """ + ticker = pd.DataFrame() + + for tick in ticker_list: + stock = yf.Ticker(tick) + prices = stock.history(start=start, end=end) + + # Change the index to date-only + prices.index = pd.to_datetime(prices.index.date) + + closing_prices = prices['Close'] + ticker[tick] = closing_prices + + return ticker + +ticker = read_data(ticker_list) +``` + +Complétez le programme pour tracer le résultat sous forme de diagramme en barres comme celui-ci : + +```{image} /_static/lecture_specific/pandas/pandas_share_prices.png +:scale: 80 +:align: center +``` + +```{exercise-end} +``` + +```{solution-start} pd_ex1 +:class: dropdown +``` + +Il existe plusieurs façons d'aborder ce problème en utilisant Pandas pour calculer la variation en pourcentage. + +Premièrement, vous pouvez extraire les données et effectuer le calcul comme suit : + +```{code-cell} ipython3 +p1 = ticker.iloc[0] #Get the first set of prices as a Series +p2 = ticker.iloc[-1] #Get the last set of prices as a Series +price_change = (p2 - p1) / p1 * 100 +price_change +``` + +Alternativement, vous pouvez utiliser une méthode intégrée `pct_change` et la configurer pour effectuer le calcul correct en utilisant l'argument `periods`. + +```{code-cell} ipython3 +change = ticker.pct_change(periods=len(ticker)-1, axis='rows')*100 +price_change = change.iloc[-1] +price_change +``` + +Puis pour tracer le graphique + +```{code-cell} ipython3 +price_change.sort_values(inplace=True) +price_change.rename(index=ticker_list, inplace=True) +``` + +```{code-cell} ipython3 +fig, ax = plt.subplots(figsize=(10,8)) +ax.set_xlabel('stock', fontsize=12) +ax.set_ylabel('percentage change in price', fontsize=12) +price_change.plot(kind='bar', ax=ax) +plt.show() +``` + +```{solution-end} +``` + + +```{exercise-start} +:label: pd_ex2 +``` + +En utilisant la méthode `read_data` introduite dans {ref}`pd_ex1`, écrivez un programme pour obtenir la variation en pourcentage d'une année sur l'autre pour les indices suivants : + +```{code-cell} ipython3 +indices_list = {'^GSPC': 'S&P 500', + '^IXIC': 'NASDAQ', + '^DJI': 'Dow Jones', + '^N225': 'Nikkei'} +``` + +Complétez le programme pour afficher des statistiques descriptives et tracer le résultat sous forme de graphique de série temporelle comme celui-ci : + +```{image} /_static/lecture_specific/pandas/pandas_indices_pctchange.png +:scale: 80 +:align: center +``` + +```{exercise-end} +``` + +```{solution-start} pd_ex2 +:class: dropdown +``` + +En suivant le travail que vous avez effectué dans {ref}`pd_ex1`, vous pouvez interroger les données en utilisant `read_data` en mettant à jour les dates de début et de fin en conséquence. + +```{code-cell} ipython3 +indices_data = read_data( + indices_list, + start=dt.datetime(1971, 1, 1), #Common Start Date + end=dt.datetime(2021, 12, 31) +) +``` + +Ensuite, extrayez le premier et le dernier ensemble de prix par année sous forme de DataFrames et calculez les rendements annuels comme suit : + +```{code-cell} ipython3 +yearly_returns = pd.DataFrame() + +for index, name in indices_list.items(): + p1 = indices_data.groupby(indices_data.index.year)[index].first() # Get the first set of returns as a DataFrame + p2 = indices_data.groupby(indices_data.index.year)[index].last() # Get the last set of returns as a DataFrame + returns = (p2 - p1) / p1 + yearly_returns[name] = returns + +yearly_returns +``` + +Ensuite, vous pouvez obtenir des statistiques descriptives en utilisant la méthode `describe`. + +```{code-cell} ipython3 +yearly_returns.describe() +``` + +Puis, pour tracer le graphique + +```{code-cell} ipython3 +fig, axes = plt.subplots(2, 2, figsize=(10, 8)) + +for iter_, ax in enumerate(axes.flatten()): # Flatten 2-D array to 1-D array + index_name = yearly_returns.columns[iter_] # Get index name per iteration + ax.plot(yearly_returns[index_name]) # Plot pct change of yearly returns per index + ax.set_ylabel("percent change", fontsize = 12) + ax.set_title(index_name) + +plt.tight_layout() +``` + +```{solution-end} +``` + +[^mung] : Wikipédia définit le « munging » comme le nettoyage de données d'une forme brute vers une forme structurée et épurée. \ No newline at end of file diff --git a/lectures/pandas_panel.md b/lectures/pandas_panel.md new file mode 100644 index 0000000..c32062f --- /dev/null +++ b/lectures/pandas_panel.md @@ -0,0 +1,629 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst + format_version: 0.13 + jupytext_version: 1.16.7 +kernelspec: + display_name: Python 3 (ipykernel) + language: python + name: python3 +translation: + title: Pandas pour les données de panel + headings: + Overview: Vue d'ensemble + Slicing and Reshaping Data: Découpage et remodelage des données + Merging Dataframes and Filling NaNs: Fusion de dataframes et remplissage des NaN + Grouping and Summarizing Data: Groupement et synthèse des données + Final Remarks: Remarques finales + Exercises: Exercices +--- + +```{raw} jupyter + +``` + +(ppd)= +# {index}`Pandas pour les données de panel ` + +```{index} single: Python; Pandas +``` + +En plus de ce qui est inclus dans Anaconda, ce cours nécessitera les bibliothèques suivantes : + +```{code-cell} ipython3 +:tags: [hide-output] + +!pip install --upgrade seaborn +``` + +Nous utilisons les importations suivantes. + +```{code-cell} ipython3 +import matplotlib.pyplot as plt +import seaborn as sns +sns.set_theme() +``` + +## Vue d'ensemble + +Dans un {doc}`cours précédent sur pandas `, nous avons examiné le travail avec des ensembles de données simples. + +Les économètres ont souvent besoin de travailler avec des ensembles de données plus complexes, comme les panels. + +Les tâches courantes comprennent + +* Importer des données, les nettoyer et les remodeler selon plusieurs axes. +* Sélectionner une série temporelle ou une coupe transversale à partir d'un panel. +* Grouper et résumer des données. + +`pandas` (dérivé de « panel » et « data ») contient des outils puissants et +faciles à utiliser pour résoudre exactement ce genre de problèmes. + +Dans ce qui suit, nous utiliserons un ensemble de données de panel des salaires minimums réels de l'OCDE pour créer : + +* des statistiques descriptives sur plusieurs dimensions de nos données +* une série temporelle du salaire minimum moyen des pays de l'ensemble de données +* des estimations par noyau de la densité des salaires par continent + +Nous commencerons par lire nos données de panel au format long à partir d'un fichier CSV et +par remodeler le `DataFrame` résultant avec `pivot_table` afin de construire un `MultiIndex`. + +Des détails supplémentaires seront ajoutés à notre `DataFrame` en utilisant la fonction +`merge` de pandas, et les données seront résumées avec la fonction `groupby`. + +## Découpage et remodelage des données + +Nous allons lire un ensemble de données de l'OCDE des salaires minimums réels dans 32 +pays et l'assigner à `realwage`. + +L'ensemble de données est accessible via le lien suivant : + +```{code-cell} ipython3 +url1 = 'https://raw.githubusercontent.com/QuantEcon/lecture-python/master/source/_static/lecture_specific/pandas_panel/realwage.csv' +``` + +```{code-cell} ipython3 +import pandas as pd + +# Afficher 6 colonnes à des fins de visualisation +pd.set_option('display.max_columns', 6) + +# Réduire les décimales à 2 +pd.options.display.float_format = '{:,.2f}'.format + +realwage = pd.read_csv(url1) +``` + +Regardons ce avec quoi nous devons travailler + +```{code-cell} ipython3 +realwage.head() # Afficher les 5 premières lignes +``` + +Les données sont actuellement au format long, ce qui est difficile à analyser lorsque les données comportent plusieurs dimensions. + +Nous utiliserons `pivot_table` pour créer un panel au format large, avec un `MultiIndex` pour gérer les données de dimension supérieure. + +Les arguments de `pivot_table` doivent spécifier les données (values), l'index et les colonnes que nous voulons dans notre dataframe résultant. + +En passant une liste dans columns, nous pouvons créer un `MultiIndex` dans notre axe des colonnes + +```{code-cell} ipython3 +realwage = realwage.pivot_table(values='value', + index='Time', + columns=['Country', 'Series', 'Pay period']) +realwage.head() +``` + +Pour filtrer plus facilement nos données de série temporelle par la suite, nous convertirons l'index en `DateTimeIndex` + +```{code-cell} ipython3 +realwage.index = pd.to_datetime(realwage.index) +type(realwage.index) +``` + +Les colonnes contiennent plusieurs niveaux d'indexation, appelés +`MultiIndex`, les niveaux étant ordonnés hiérarchiquement (Country > +Series > Pay period). + +Un `MultiIndex` est le moyen le plus simple et le plus flexible de gérer les données de panel +dans pandas + +```{code-cell} ipython3 +type(realwage.columns) +``` + +```{code-cell} ipython3 +realwage.columns.names +``` + +Comme précédemment, nous pouvons sélectionner le pays (le niveau le plus élevé de notre +`MultiIndex`) + +```{code-cell} ipython3 +realwage['United States'].head() +``` + +L'empilement et le désempilement des niveaux du `MultiIndex` seront utilisés +tout au long de ce cours pour remodeler notre dataframe dans le format dont nous avons besoin. + +`.stack()` fait pivoter le niveau le plus bas du `MultiIndex` des colonnes vers +l'index des lignes (`.unstack()` fonctionne dans la direction opposée — essayez-le) + +```{code-cell} ipython3 +realwage.stack(future_stack=True).head() +``` + +Nous pouvons également passer un argument pour sélectionner le niveau que nous aimerions +empiler + +```{code-cell} ipython3 +realwage.stack(level='Country', future_stack=True).head() # future_stack=True est requis jusqu'à pandas>3.0 +``` + +L'utilisation d'un `DatetimeIndex` facilite la sélection d'une période temporelle +particulière. + +Sélectionner une année et empiler les deux niveaux inférieurs du +`MultiIndex` crée une coupe transversale de nos données de panel + +```{code-cell} ipython3 +realwage.loc['2015'].stack(level=(1, 2), future_stack=True).transpose().head() # future_stack=True est requis jusqu'à pandas>3.0 +``` + +Pour le reste du cours, nous travaillerons avec un dataframe des salaires minimums +réels horaires par pays et par période, mesurés en dollars américains de +2015. + +Pour créer notre dataframe filtré (`realwage_f`), nous pouvons utiliser la méthode `xs` +pour sélectionner des valeurs aux niveaux inférieurs du multiindex, tout en conservant +les niveaux supérieurs (les pays dans ce cas) + +```{code-cell} ipython3 +realwage_f = realwage.xs(('Hourly', 'In 2015 constant prices at 2015 USD exchange rates'), + level=('Pay period', 'Series'), axis=1) +realwage_f.head() +``` + +## Fusion de dataframes et remplissage des NaN + +Similairement aux bases de données relationnelles comme SQL, pandas dispose de méthodes intégrées pour +fusionner des ensembles de données ensemble. + +En utilisant les informations sur les pays de +[WorldData.info](https://www.worlddata.info/downloads/), nous ajouterons +le continent de chaque pays à `realwage_f` avec la fonction `merge`. + +L'ensemble de données est accessible via le lien suivant : + +```{code-cell} ipython3 +url2 = 'https://raw.githubusercontent.com/QuantEcon/lecture-python/master/source/_static/lecture_specific/pandas_panel/countries.csv' +``` + +```{code-cell} ipython3 +worlddata = pd.read_csv(url2, sep=';') +worlddata.head() +``` + +Tout d'abord, nous sélectionnerons uniquement les variables country et continent de +`worlddata` et renommerons la colonne en « Country » + +```{code-cell} ipython3 +worlddata = worlddata[['Country (en)', 'Continent']] +worlddata = worlddata.rename(columns={'Country (en)': 'Country'}) +worlddata.head() +``` + +Nous voulons fusionner notre nouveau dataframe, `worlddata`, avec `realwage_f`. + +La fonction `merge` de pandas permet de joindre des dataframes ensemble par +lignes. + +Nos dataframes seront fusionnés en utilisant les noms de pays, ce qui nous oblige à utiliser +la transposée de `realwage_f` afin que les lignes correspondent aux noms de pays +dans les deux dataframes + +```{code-cell} ipython3 +realwage_f.transpose().head() +``` + +Nous pouvons utiliser une jointure left, right, inner ou outer pour fusionner nos +ensembles de données : + +* la jointure left n'inclut que les pays de l'ensemble de données de gauche +* la jointure right n'inclut que les pays de l'ensemble de données de droite +* la jointure outer inclut les pays qui sont soit dans l'ensemble de gauche, soit dans celui de droite +* la jointure inner n'inclut que les pays communs aux deux ensembles de données de gauche et de droite + +Par défaut, `merge` utilisera une jointure inner. + +Ici, nous passerons `how='left'` pour conserver tous les pays de +`realwage_f`, mais écarter les pays de `worlddata` qui n'ont pas +d'entrée de données correspondante dans `realwage_f`. + +Ceci est illustré par la zone ombrée en rouge dans le diagramme suivant + +```{figure} /_static/lecture_specific/pandas_panel/venn_diag.png +``` + +Nous devrons également spécifier où se trouve le nom du pays dans chaque +dataframe, qui sera la `key` utilisée pour fusionner les +dataframes (« on »). + +Notre dataframe « left » (`realwage_f.transpose()`) contient les pays dans +l'index, donc nous définissons `left_index=True`. + +Notre dataframe « right » (`worlddata`) contient les pays dans la +colonne « Country », donc nous définissons `right_on='Country'` + +```{code-cell} ipython3 +merged = pd.merge(realwage_f.transpose(), worlddata, + how='left', left_index=True, right_on='Country') +merged.head() +``` + +Les pays qui apparaissaient dans `realwage_f` mais pas dans `worlddata` auront +`NaN` dans la colonne Continent. + +Pour vérifier si cela s'est produit, nous pouvons utiliser `.isnull()` sur la +colonne continent et filtrer le dataframe fusionné + +```{code-cell} ipython3 +merged[merged['Continent'].isnull()] +``` + +Nous avons trois valeurs manquantes ! + +Une option pour traiter les valeurs NaN consiste à créer un dictionnaire contenant +ces pays et leurs continents respectifs. + +`.map()` fera correspondre les pays de `merged['Country']` avec leur +continent à partir du dictionnaire. + +Remarquez comment les pays qui ne figurent pas dans notre dictionnaire sont mappés avec `NaN` + +```{code-cell} ipython3 +missing_continents = {'Korea': 'Asia', + 'Russian Federation': 'Europe', + 'Slovak Republic': 'Europe'} + +merged['Country'].map(missing_continents) +``` + +Nous ne voulons pas écraser toute la série avec ce mappage. + +`.fillna()` ne remplit que les valeurs `NaN` dans `merged['Continent']` +avec le mappage, tout en laissant les autres valeurs de la colonne inchangées + +```{code-cell} ipython3 +merged['Continent'] = merged['Continent'].fillna(merged['Country'].map(missing_continents)) + +# Vérifier si les continents ont été correctement mappés + +merged[merged['Country'] == 'Korea'] +``` + +Nous combinerons également les Amériques en un seul continent — cela rendra notre visualisation plus agréable par la suite. + +Pour ce faire, nous utiliserons `.replace()` et boucler sur une liste des valeurs de continent que nous voulons remplacer + +```{code-cell} ipython3 +replace = ['Central America', 'North America', 'South America'] +merged['Continent'] = merged['Continent'].replace(to_replace=replace, value='America') +``` + +Maintenant que nous avons toutes les données que nous voulons dans un seul `DataFrame`, nous allons +le remodeler à nouveau sous forme de panel avec un `MultiIndex`. + +Nous devrions également veiller à trier l'index en utilisant `.sort_index()` afin de +pouvoir filtrer efficacement notre dataframe par la suite. + +Par défaut, les niveaux seront triés de haut en bas + +```{code-cell} ipython3 +merged = merged.set_index(['Continent', 'Country']).sort_index() +merged.head() +``` + +Lors de la fusion, nous avons perdu notre `DatetimeIndex`, car nous avons fusionné des colonnes qui +n'étaient pas au format datetime + +```{code-cell} ipython3 +merged.columns +``` + +Maintenant que nous avons défini les colonnes fusionnées comme index, nous pouvons recréer un +`DatetimeIndex` en utilisant `.to_datetime()` + +```{code-cell} ipython3 +merged.columns = pd.to_datetime(merged.columns) +merged.columns = merged.columns.rename('Time') +merged.columns +``` + +Le `DatetimeIndex` a tendance à fonctionner plus harmonieusement dans l'axe des lignes, donc nous +allons transposer `merged` + +```{code-cell} ipython3 +merged = merged.transpose() +merged.head() +``` + +## Groupement et synthèse des données + +Le groupement et la synthèse des données peuvent être particulièrement utiles pour +comprendre les grands ensembles de données de panel. + +Un moyen simple de résumer les données consiste à appeler une [méthode +d'agrégation](https://pandas.pydata.org/pandas-docs/stable/getting_started/intro_tutorials/06_calculate_statistics.html) +sur le dataframe, comme `.mean()` ou `.max()`. + +Par exemple, nous pouvons calculer le salaire minimum réel moyen pour chaque +pays sur la période de 2006 à 2016 (par défaut, l'agrégation se fait sur les +lignes) + +```{code-cell} ipython3 +merged.mean().head(10) +``` + +En utilisant cette série, nous pouvons tracer le salaire minimum réel moyen au cours de la +dernière décennie pour chaque pays de notre ensemble de données + +```{code-cell} ipython3 +merged.mean().sort_values(ascending=False).plot(kind='bar', + title="Salaire minimum réel moyen 2006 - 2016") + +# Définir les étiquettes de pays +country_labels = merged.mean().sort_values(ascending=False).index.get_level_values('Country').tolist() +plt.xticks(range(0, len(country_labels)), country_labels) +plt.xlabel('Pays') + +plt.show() +``` + +Passer `axis=1` à `.mean()` agrégera sur les colonnes (donnant +le salaire minimum moyen pour tous les pays au fil du temps) + +```{code-cell} ipython3 +merged.mean(axis=1).head() +``` + +Nous pouvons tracer cette série temporelle sous forme de graphique linéaire + +```{code-cell} ipython3 +merged.mean(axis=1).plot() +plt.title('Salaire minimum réel moyen 2006 - 2016') +plt.ylabel('USD 2015') +plt.xlabel('Année') +plt.show() +``` + +Nous pouvons également spécifier un niveau du `MultiIndex` (dans l'axe des colonnes) +sur lequel agréger. + +Dans le cas de `groupby`, nous devons utiliser `.T` pour transposer les colonnes en lignes car `pandas` a déprécié l'utilisation de `axis=1` dans la méthode `groupby`. + +```{code-cell} ipython3 +merged.T.groupby(level='Continent').mean().head() +``` + +Nous pouvons tracer les salaires minimums moyens de chaque continent sous forme de série temporelle + +```{code-cell} ipython3 +merged.T.groupby(level='Continent').mean().T.plot() +plt.title('Salaire minimum réel moyen') +plt.ylabel('USD 2015') +plt.xlabel('Année') +plt.show() +``` + +Nous exclurons l'Australie en tant que continent à des fins de traçage + +```{code-cell} ipython3 +merged = merged.drop('Australia', level='Continent', axis=1) +merged.T.groupby(level='Continent').mean().T.plot() +plt.title('Salaire minimum réel moyen') +plt.ylabel('USD 2015') +plt.xlabel('Année') +plt.show() +``` + +`.describe()` est utile pour récupérer rapidement un certain nombre de +statistiques descriptives courantes + +```{code-cell} ipython3 +merged.stack(future_stack=True).describe() +``` + +Il s'agit d'une manière simplifiée d'utiliser `groupby`. + +L'utilisation de `groupby` suit généralement un processus « diviser-appliquer-combiner » : + +* diviser : les données sont groupées en fonction d'une ou plusieurs clés +* appliquer : une fonction est appelée sur chaque groupe indépendamment +* combiner : les résultats des appels de fonction sont combinés dans une nouvelle structure de données + +La méthode `groupby` réalise la première étape de ce processus, créant +un nouvel objet `DataFrameGroupBy` avec les données divisées en groupes. + +Divisons à nouveau `merged` par continent, cette fois en utilisant la +fonction `groupby`, et nommons l'objet résultant `grouped` + +```{code-cell} ipython3 +grouped = merged.T.groupby(level='Continent') +grouped +``` + +L'appel d'une méthode d'agrégation sur l'objet applique la fonction à chaque +groupe, dont les résultats sont combinés dans une nouvelle structure de données. + +Par exemple, nous pouvons retourner le nombre de pays de notre ensemble de données pour +chaque continent en utilisant `.size()`. + +Dans ce cas, notre nouvelle structure de données est une `Series` + +```{code-cell} ipython3 +grouped.size() +``` + +En appelant `.get_group()` pour retourner uniquement les pays d'un seul groupe, +nous pouvons créer une estimation par noyau de la densité de la distribution des salaires +minimums réels en 2016 pour chaque continent. + +`grouped.groups.keys()` retournera les clés de l'objet `groupby` + +```{code-cell} ipython3 +continents = grouped.groups.keys() + +for continent in continents: + sns.kdeplot(grouped.get_group(continent).T.loc['2015'].unstack(), label=continent, fill=True) + +plt.title('Salaires minimums réels en 2015') +plt.xlabel('Dollars américains') +plt.legend() +plt.show() +``` + +## Remarques finales + +Ce cours a fourni une introduction à certaines des fonctionnalités plus +avancées de pandas, notamment les multiindices, la fusion, le groupement et +le traçage. + +D'autres outils qui peuvent être utiles dans l'analyse des données de panel comprennent [xarray](https://docs.xarray.dev/en/stable/), un package python qui +étend pandas aux structures de données à N dimensions. + +## Exercices + +```{exercise-start} +:label: pp_ex1 +``` + +Dans ces exercices, vous travaillerez avec un ensemble de données de taux +d'emploi en Europe par âge et par sexe provenant d'[Eurostat](https://ec.europa.eu/eurostat/data/database). + +L'ensemble de données est accessible via le lien suivant : + +```{code-cell} ipython3 +url3 = 'https://raw.githubusercontent.com/QuantEcon/lecture-python/master/source/_static/lecture_specific/pandas_panel/employ.csv' +``` + +La lecture du fichier CSV retourne un ensemble de données de panel au format long. Utilisez `.pivot_table()` pour construire +un dataframe au format large avec un `MultiIndex` dans les colonnes. + +Commencez par explorer le dataframe et les variables disponibles dans les +niveaux du `MultiIndex`. + +Écrivez un programme qui retourne rapidement toutes les valeurs du `MultiIndex`. + +```{exercise-end} +``` + +```{solution-start} pp_ex1 +:class: dropdown +``` + +```{code-cell} ipython3 +employ = pd.read_csv(url3) +employ = employ.pivot_table(values='Value', + index=['DATE'], + columns=['UNIT','AGE', 'SEX', 'INDIC_EM', 'GEO']) +employ.index = pd.to_datetime(employ.index) # s'assurer que les dates sont au format datetime +employ.head() +``` + +Il s'agit d'un grand ensemble de données, il est donc utile d'explorer les niveaux et +les variables disponibles + +```{code-cell} ipython3 +employ.columns.names +``` + +Les variables au sein des niveaux peuvent être rapidement récupérées avec une boucle + +```{code-cell} ipython3 +for name in employ.columns.names: + print(name, employ.columns.get_level_values(name).unique()) +``` + +```{solution-end} +``` + +```{exercise-start} +:label: pp_ex2 +``` + +Filtrez le dataframe ci-dessus pour n'inclure que l'emploi en pourcentage de +la « population active ». + +Créez un diagramme en boîte groupé en utilisant `seaborn` des taux d'emploi en 2015 +par groupe d'âge et par sexe. + +```{hint} +:class: dropdown + +`GEO` inclut à la fois des zones et des pays. +``` + +```{exercise-end} +``` + +```{solution-start} pp_ex2 +:class: dropdown +``` + +Pour filtrer facilement par pays, déplacez `GEO` au niveau supérieur et triez le +`MultiIndex` + +```{code-cell} ipython3 +employ.columns = employ.columns.swaplevel(0,-1) +employ = employ.sort_index(axis=1) +``` + +Nous devons nous débarrasser de quelques éléments dans `GEO` qui ne sont pas des pays. + +Un moyen rapide de se débarrasser des zones de l'UE consiste à utiliser une compréhension de liste pour +trouver les valeurs de niveau dans `GEO` qui commencent par « Euro » + +```{code-cell} ipython3 +geo_list = employ.columns.get_level_values('GEO').unique().tolist() +countries = [x for x in geo_list if not x.startswith('Euro')] +employ = employ[countries] +employ.columns.get_level_values('GEO').unique() +``` + +Sélectionnez uniquement le pourcentage employé dans la population active à partir du +dataframe + +```{code-cell} ipython3 +employ_f = employ.xs(('Percentage of total population', 'Active population'), + level=('UNIT', 'INDIC_EM'), + axis=1) +employ_f.head() +``` + +Supprimez la valeur « Total » avant de créer le diagramme en boîte groupé + +```{code-cell} ipython3 +employ_f = employ_f.drop('Total', level='SEX', axis=1) +``` + +```{code-cell} ipython3 +box = employ_f.loc['2015'].unstack().reset_index() +sns.boxplot(x="AGE", y=0, hue="SEX", data=box, palette=("husl"), showfliers=False) +plt.xlabel('') +plt.xticks(rotation=35) +plt.ylabel('Pourcentage de la population (%)') +plt.title('Emploi en Europe (2015)') +plt.legend(bbox_to_anchor=(1,0.5)) +plt.show() +``` + +```{solution-end} +``` \ No newline at end of file diff --git a/lectures/python_advanced_features.md b/lectures/python_advanced_features.md new file mode 100644 index 0000000..d51d1d7 --- /dev/null +++ b/lectures/python_advanced_features.md @@ -0,0 +1,1259 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: Fonctionnalités supplémentaires du langage + headings: + Overview: Vue d'ensemble + Iterables and iterators: Itérables et itérateurs + Iterables and iterators::Iterators: Itérateurs + Iterables and iterators::Iterators in for loops: Les itérateurs dans les boucles for + Iterables and iterators::Iterables: Itérables + Iterables and iterators::Iterators and built-ins: Itérateurs et fonctions natives + '`*` and `**` operators': Les opérateurs `*` et `**` + '`*` and `**` operators::Unpacking arguments': Déballage des arguments + '`*` and `**` operators::Arbitrary arguments': Arguments arbitraires + Type hints: Indications de type + Type hints::Basic syntax: Syntaxe de base + Type hints::Common types: Types courants + Type hints::Hints don't enforce types: Les indications n'imposent pas les types + Type hints::Why use type hints?: "Pourquoi utiliser les indications de type\_?" + Type hints::Type hints in scientific Python: Les indications de type dans le Python scientifique + Decorators and descriptors: Décorateurs et descripteurs + Decorators and descriptors::Decorators: Décorateurs + Decorators and descriptors::Decorators::An example: Un exemple + Decorators and descriptors::Decorators::Enter decorators: Entrée des décorateurs + Decorators and descriptors::Descriptors: Descripteurs + Decorators and descriptors::Descriptors::A solution: Une solution + Decorators and descriptors::Descriptors::How it works: Comment cela fonctionne + Decorators and descriptors::Descriptors::Decorators and properties: Décorateurs et propriétés + Generators: Générateurs + Generators::Generator expressions: Expressions génératrices + Generators::Generator functions: Fonctions génératrices + Generators::Generator functions::Example 1: Exemple 1 + Generators::Generator functions::Example 2: Exemple 2 + Generators::Advantages of iterators: Avantages des itérateurs + Exercises: Exercices +--- + +(python_advanced_features)= +```{raw} jupyter + +``` + +# Fonctionnalités supplémentaires du langage + +## Vue d'ensemble + +Pour ce dernier cours, notre conseil est de *le sauter en première lecture*, à moins que vous n'ayez une envie irrépressible de le lire. + +Il se trouve ici + +1. comme référence, afin que nous puissions y renvoyer lorsque cela est nécessaire, et +1. pour ceux qui ont travaillé sur un certain nombre d'applications et qui souhaitent maintenant en apprendre davantage sur le langage Python + +Une variété de sujets sont traités dans ce cours, notamment les itérateurs, les indications de type, les décorateurs et descripteurs, ainsi que les générateurs. + +## Itérables et itérateurs + +```{index} single: Python; Iteration +``` + +Nous avons {ref}`déjà dit quelque chose ` sur l'itération en Python. + +Examinons maintenant de plus près comment tout cela fonctionne, en nous concentrant sur l'implémentation Python de la boucle `for`. + +(iterators)= +### Itérateurs + +```{index} single: Python; Iterators +``` + +Les itérateurs constituent une interface uniforme pour parcourir les éléments d'une collection. + +Ici, nous parlerons de l'utilisation des itérateurs — plus tard, nous apprendrons à construire les nôtres. + +Formellement, un *itérateur* est un objet doté d'une méthode `__next__`. + +Par exemple, les objets fichier sont des itérateurs. + +Pour le constater, jetons un nouveau coup d'œil aux {ref}`données des villes américaines `, +qui sont écrites dans le répertoire de travail courant dans la cellule suivante + +```{code-cell} ipython +%%file us_cities.txt +new york: 8244910 +los angeles: 3819702 +chicago: 2707120 +houston: 2145146 +philadelphia: 1536471 +phoenix: 1469471 +san antonio: 1359758 +san diego: 1326179 +dallas: 1223229 +``` + +```{code-cell} python3 +f = open('us_cities.txt') +f.__next__() +``` + +```{code-cell} python3 +f.__next__() +``` + +Nous voyons que les objets fichier possèdent effectivement une méthode `__next__`, et que l'appel de cette méthode renvoie la ligne suivante du fichier. + +La méthode next est également accessible via la fonction native `next()`, +qui appelle directement cette méthode + +```{code-cell} python3 +next(f) +``` + +Les objets renvoyés par `enumerate()` sont également des itérateurs + +```{code-cell} python3 +e = enumerate(['foo', 'bar']) +next(e) +``` + +```{code-cell} python3 +next(e) +``` + +de même que les objets reader du module `csv`. + +Créons un petit fichier csv contenant des données de l'indice NIKKEI + +```{code-cell} ipython +%%file test_table.csv +Date,Open,High,Low,Close,Volume,Adj Close +2009-05-21,9280.35,9286.35,9189.92,9264.15,133200,9264.15 +2009-05-20,9372.72,9399.40,9311.61,9344.64,143200,9344.64 +2009-05-19,9172.56,9326.75,9166.97,9290.29,167000,9290.29 +2009-05-18,9167.05,9167.82,8997.74,9038.69,147800,9038.69 +2009-05-15,9150.21,9272.08,9140.90,9265.02,172000,9265.02 +2009-05-14,9212.30,9223.77,9052.41,9093.73,169400,9093.73 +2009-05-13,9305.79,9379.47,9278.89,9340.49,176000,9340.49 +2009-05-12,9358.25,9389.61,9298.61,9298.61,188400,9298.61 +2009-05-11,9460.72,9503.91,9342.75,9451.98,230800,9451.98 +2009-05-08,9351.40,9464.43,9349.57,9432.83,220200,9432.83 +``` + +```{code-cell} python3 +from csv import reader + +f = open('test_table.csv', 'r') +nikkei_data = reader(f) +next(nikkei_data) +``` + +```{code-cell} python3 +next(nikkei_data) +``` + +### Les itérateurs dans les boucles for + +```{index} single: Python; Iterators +``` + +Tous les itérateurs peuvent être placés à droite du mot-clé `in` dans les instructions de boucle `for`. + +En fait, c'est ainsi que fonctionne la boucle `for`. Si nous écrivons + +```{code-block} python3 +:class: no-execute + +for x in iterator: + +``` + +alors l'interpréteur + +* appelle `iterator.___next___()` et lie `x` au résultat +* exécute le bloc de code +* répète jusqu'à ce qu'une erreur `StopIteration` se produise + +Vous savez donc maintenant comment fonctionne cette syntaxe d'apparence magique + +```{code-block} python3 +:class: no-execute + +f = open('somefile.txt', 'r') +for line in f: + # do something +``` + +L'interpréteur ne fait que + +1. appeler `f.__next__()` et lier `line` au résultat +1. exécuter le corps de la boucle + +Cela continue jusqu'à ce qu'une erreur `StopIteration` se produise. + +### Itérables + +```{index} single: Python; Iterables +``` + +Vous savez déjà que nous pouvons placer une liste Python à droite de `in` dans une boucle `for` + +```{code-cell} python3 +for i in ['spam', 'eggs']: + print(i) +``` + +Cela signifie-t-il donc qu'une liste est un itérateur ? + +La réponse est non + +```{code-cell} python3 +x = ['foo', 'bar'] +type(x) +``` + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +next(x) +``` + +Alors pourquoi pouvons-nous itérer sur une liste dans une boucle `for` ? + +La raison est qu'une liste est *itérable* (par opposition à un itérateur). + +Formellement, un objet est itérable s'il peut être converti en un itérateur à l'aide de la fonction native `iter()`. + +Les listes sont l'un de ces objets + +```{code-cell} python3 +x = ['foo', 'bar'] +type(x) +``` + +```{code-cell} python3 +y = iter(x) +type(y) +``` + +```{code-cell} python3 +next(y) +``` + +```{code-cell} python3 +next(y) +``` + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +next(y) +``` + +De nombreux autres objets sont itérables, tels que les dictionnaires et les tuples. + +Bien entendu, tous les objets ne sont pas itérables + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +iter(42) +``` + +Pour conclure notre discussion sur les boucles `for` + +* Les boucles `for` fonctionnent soit sur des itérateurs, soit sur des itérables. +* Dans le second cas, l'itérable est converti en itérateur avant le début de la boucle. + +### Itérateurs et fonctions natives + +```{index} single: Python; Iterators +``` + +Certaines fonctions natives qui agissent sur les séquences fonctionnent également avec les itérables + +* `max()`, `min()`, `sum()`, `all()`, `any()` + +Par exemple + +```{code-cell} python3 +x = [10, -10] +max(x) +``` + +```{code-cell} python3 +y = iter(x) +type(y) +``` + +```{code-cell} python3 +max(y) +``` + +Une chose à retenir à propos des itérateurs est qu'ils s'épuisent à l'usage + +```{code-cell} python3 +x = [10, -10] +y = iter(x) +max(y) +``` + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +max(y) +``` + +## Les opérateurs `*` et `**` + +`*` et `**` sont des outils pratiques et largement utilisés pour déballer des listes et des tuples et pour permettre aux utilisateurs de définir des fonctions qui prennent un nombre arbitraire d'arguments en entrée. + +Dans cette section, nous explorerons comment les utiliser et distinguerons leurs cas d'usage. + + +### Déballage des arguments + +Lorsque nous opérons sur une liste de paramètres, nous avons souvent besoin d'extraire le contenu de la liste sous forme d'arguments individuels plutôt que sous forme de collection lors de leur passage aux fonctions. + +Heureusement, l'opérateur `*` peut nous aider à déballer les listes et les tuples en [*arguments positionnels*](pos_args) dans les appels de fonction. + +Pour rendre les choses concrètes, considérons les exemples suivants : + +Sans `*`, la fonction `print` affiche une liste + +```{code-cell} python3 +l1 = ['a', 'b', 'c'] + +print(l1) +``` + +Tandis que la fonction `print` affiche les éléments individuels puisque `*` déballe la liste en arguments individuels + +```{code-cell} python3 +print(*l1) +``` + +Déballer la liste à l'aide de `*` en arguments positionnels équivaut à les définir individuellement lors de l'appel de la fonction + +```{code-cell} python3 +print('a', 'b', 'c') +``` + +Cependant, l'opérateur `*` est plus pratique si nous voulons les réutiliser à nouveau + +```{code-cell} python3 +l1.append('d') + +print(*l1) +``` + +De même, `**` est utilisé pour déballer des arguments. + +La différence est que `**` déballe les *dictionnaires* en *arguments nommés*. + +`**` est souvent utilisé lorsqu'il y a de nombreux arguments nommés que nous voulons réutiliser. + +Par exemple, supposons que nous voulions tracer plusieurs graphiques en utilisant les mêmes réglages graphiques, +cela peut impliquer de définir de manière répétitive de nombreux paramètres graphiques, généralement définis à l'aide d'arguments nommés. + +Dans ce cas, nous pouvons utiliser un dictionnaire pour stocker ces paramètres et utiliser `**` pour déballer les dictionnaires en arguments nommés lorsqu'ils sont nécessaires. + +Parcourons ensemble un exemple simple et distinguons l'utilisation de `*` et `**` + +```{code-cell} python3 +import numpy as np +import matplotlib.pyplot as plt + +# Mise en place du cadre et des sous-graphiques +fig, ax = plt.subplots(2, 1) +plt.subplots_adjust(hspace=0.7) + +# Créer une fonction qui génère des données synthétiques +def generate_data(β_0, β_1, σ=30, n=100): + x_values = np.arange(0, n, 1) + y_values = β_0 + β_1 * x_values + np.random.normal(size=n, scale=σ) + return x_values, y_values + +# Stocker les arguments nommés pour les lignes et les légendes dans un dictionnaire +line_kargs = {'lw': 1.5, 'alpha': 0.7} +legend_kargs = {'bbox_to_anchor': (0., 1.02, 1., .102), + 'loc': 3, + 'ncol': 4, + 'mode': 'expand', + 'prop': {'size': 7}} + +β_0s = [10, 20, 30] +β_1s = [1, 2, 3] + +# Utiliser une boucle for pour tracer les lignes +def generate_plots(β_0s, β_1s, idx, line_kargs, legend_kargs): + label_list = [] + for βs in zip(β_0s, β_1s): + + # Utiliser * pour déballer le tuple βs et le tuple de sortie de la fonction generate_data + # Utiliser ** pour déballer le dictionnaire d'arguments nommés pour les lignes + ax[idx].plot(*generate_data(*βs), **line_kargs) + + label_list.append(f'$β_0 = {βs[0]}$ | $β_1 = {βs[1]}$') + + # Utiliser ** pour déballer le dictionnaire d'arguments nommés pour les légendes + ax[idx].legend(label_list, **legend_kargs) + +generate_plots(β_0s, β_1s, 0, line_kargs, legend_kargs) + +# Nous pouvons facilement réutiliser et mettre à jour nos paramètres +β_1s.append(-2) +β_0s.append(40) +line_kargs['lw'] = 2 +line_kargs['alpha'] = 0.4 + +generate_plots(β_0s, β_1s, 1, line_kargs, legend_kargs) +plt.show() +``` + +Dans cet exemple, `*` a déballé les paramètres regroupés `βs` et la sortie de la fonction `generate_data` stockée dans des tuples, +tandis que `**` a déballé les paramètres graphiques stockés dans `legend_kargs` et `line_kargs`. + +Pour résumer, lorsque `*list`/`*tuple` et `**dictionary` sont passés dans des *appels de fonction*, ils sont déballés en arguments individuels plutôt qu'en collection. + +La différence est que `*` déballera les listes et les tuples en *arguments positionnels*, tandis que `**` déballera les dictionnaires en *arguments nommés*. + +### Arguments arbitraires + +Lorsque nous *définissons* des fonctions, il est parfois souhaitable de permettre aux utilisateurs de placer autant d'arguments qu'ils le souhaitent dans une fonction. + +Vous avez peut-être remarqué que la fonction `ax.plot()` pouvait gérer un nombre arbitraire d'arguments. + +Si nous regardons la [documentation](https://github.com/matplotlib/matplotlib/blob/v3.6.2/lib/matplotlib/axes/_axes.py#L1417-L1669) de la fonction, nous pouvons voir que la fonction est définie comme + +``` +Axes.plot(*args, scalex=True, scaley=True, data=None, **kwargs) +``` + +Nous retrouvons les opérateurs `*` et `**` dans le contexte de la *définition de fonction*. + +En fait, `*args` et `**kargs` sont omniprésents dans les bibliothèques scientifiques de Python pour réduire la redondance et permettre des entrées flexibles. + +`*args` permet à la fonction de gérer des *arguments positionnels* de taille variable + +```{code-cell} python3 +l1 = ['a', 'b', 'c'] +l2 = ['b', 'c', 'd'] + +def arb(*ls): + print(ls) + +arb(l1, l2) +``` + +Les entrées sont passées à la fonction et stockées dans un tuple. + +Essayons davantage d'entrées + +```{code-cell} python3 +l3 = ['z', 'x', 'b'] +arb(l1, l2, l3) +``` + +De même, Python nous permet d'utiliser `**kargs` pour passer un nombre arbitraire d'*arguments nommés* dans les fonctions + +```{code-cell} python3 +def arb(**ls): + print(ls) + +# Notez qu'il s'agit d'arguments nommés +arb(l1=l1, l2=l2) +``` + +Nous pouvons voir que Python utilise un dictionnaire pour stocker ces arguments nommés. + +Essayons davantage d'entrées + +```{code-cell} python3 +arb(l1=l1, l2=l2, l3=l3) +``` + +Dans l'ensemble, `*args` et `**kargs` sont utilisés lors de la *définition d'une fonction* ; ils permettent à la fonction de prendre une entrée de taille arbitraire. + +La différence est que les fonctions avec `*args` pourront prendre des *arguments positionnels* de taille arbitraire, tandis que `**kargs` permettra aux fonctions de prendre un nombre arbitraire d'*arguments nommés*. + +## Indications de type + +```{index} single: Python; Type Hints +``` + +Python est un langage à *typage dynamique*, ce qui signifie que vous n'avez pas besoin de déclarer les types des variables. + +(Voir notre {doc}`discussion précédente ` sur les types dynamiques par rapport aux types statiques.) + +Cependant, Python prend en charge les **indications de type** optionnelles (également appelées annotations de type) qui vous permettent d'indiquer les types attendus des variables, des paramètres de fonction et des valeurs de retour. + +Les indications de type ont été introduites à partir de Python 3.5 et ont évolué dans les versions suivantes. +Toute la syntaxe présentée ici fonctionne dans Python 3.9 et versions ultérieures. + +```{note} +Les indications de type sont *ignorées par l'interpréteur Python à l'exécution* — elles n'affectent pas la manière dont votre code s'exécute. Elles sont purement informatives et servent de documentation pour les humains et les outils. +``` + +### Syntaxe de base + +Les indications de type utilisent les deux-points `:` pour annoter les variables et les paramètres, et la flèche `->` pour annoter les types de retour. + +Voici un exemple simple : + +```{code-cell} python3 +def greet(name: str, times: int) -> str: + return (name + '! ') * times + +greet('hello', 3) +``` + +Dans cette définition de fonction : + +- `name: str` indique que `name` est censé être une chaîne de caractères +- `times: int` indique que `times` est censé être un entier +- `-> str` indique que la fonction renvoie une chaîne de caractères + +Vous pouvez également annoter directement les variables : + +```{code-cell} python3 +x: int = 10 +y: float = 3.14 +name: str = 'Python' +``` + +### Types courants + +Les indications de type les plus fréquemment utilisées sont les types natifs : + +| Type | Exemple | +|-----------|----------------------------------| +| `int` | `x: int = 5` | +| `float` | `x: float = 3.14` | +| `str` | `x: str = 'hello'` | +| `bool` | `x: bool = True` | +| `list` | `x: list = [1, 2, 3]` | +| `dict` | `x: dict = {'a': 1}` | + +Pour les conteneurs, vous pouvez spécifier les types de leurs éléments : + +```{code-cell} python3 +prices: list[float] = [9.99, 4.50, 2.89] +counts: dict[str, int] = {'apples': 3, 'oranges': 5} +``` + +### Les indications n'imposent pas les types + +Un point important pour les nouveaux programmeurs Python : les indications de type ne sont *pas imposées* à l'exécution. + +Python ne lèvera pas d'erreur si vous passez le « mauvais » type : + +```{code-cell} python3 +def add(x: int, y: int) -> int: + return x + y + +# Passe des flottants — Python ne se plaint pas +add(1.5, 2.7) +``` + +Les indications disent `int`, mais Python accepte volontiers les arguments `float` et renvoie `4.2` — qui n'est pas non plus un `int`. + +C'est une différence essentielle par rapport aux langages à typage statique comme C ou Java, où les types incompatibles provoquent des erreurs de compilation. + +### Pourquoi utiliser les indications de type ? + +Si Python les ignore, pourquoi s'en soucier ? + +1. **Lisibilité** : Les indications de type rendent les signatures de fonction auto-documentées. Un lecteur sait immédiatement quels types une fonction attend et renvoie. +2. **Prise en charge par l'éditeur** : Les IDE comme VS Code utilisent les indications de type pour fournir une meilleure autocomplétion, une détection d'erreurs et une documentation en ligne. +3. **Vérification des erreurs** : Des outils comme [mypy](https://mypy.readthedocs.io/en/stable/) et [pyrefly](https://pyrefly.org/) analysent les indications de type pour détecter les bogues *avant* que vous n'exécutiez votre code. +4. **Code généré par LLM** : Les grands modèles de langage produisent fréquemment du code avec des indications de type, donc comprendre la syntaxe vous aide à lire et à utiliser leur sortie. + +### Les indications de type dans le Python scientifique + +Les indications de type se rattachent à la discussion sur le {doc}`besoin de vitesse ` : + +* Les bibliothèques haute performance comme [JAX](https://docs.jax.dev/en/latest/) et [Numba](https://numba.pydata.org/) s'appuient sur la connaissance des types de variables pour compiler du code machine rapide. +* Bien que ces bibliothèques infèrent les types à l'exécution plutôt que de lire directement les indications de type Python, le *concept* est le même — une information de type explicite permet l'optimisation. +* À mesure que l'écosystème Python évolue, on s'attend à ce que le lien entre les indications de type et les outils de performance se renforce. + +Pour l'instant, le principal avantage des indications de type dans le Python quotidien est la *clarté et la prise en charge par les outils*, ce qui devient de plus en plus précieux à mesure que les programmes grandissent en taille. + +## Décorateurs et descripteurs + +```{index} single: Python; Decorators +``` + +```{index} single: Python; Descriptors +``` + +Examinons quelques éléments de syntaxe spéciaux qui sont couramment utilisés par les développeurs Python. + +Vous n'aurez peut-être pas besoin des concepts suivants immédiatement, mais vous les verrez +dans le code d'autres personnes. + +Il vous faut donc les comprendre à un moment donné de votre apprentissage de Python. + +### Décorateurs + +```{index} single: Python; Decorators +``` + +Les décorateurs constituent un peu de sucre syntaxique qui, bien que facilement évitable, s'est révélé populaire. + +Il est très facile de dire ce que font les décorateurs. + +En revanche, il faut un peu d'effort pour expliquer *pourquoi* vous pourriez les utiliser. + +#### Un exemple + +Supposons que nous travaillons sur un programme qui ressemble à peu près à ceci + +```{code-cell} python3 +import numpy as np + +def f(x): + return np.log(np.log(x)) + +def g(x): + return np.sqrt(42 * x) + +# Le programme se poursuit avec divers calculs utilisant f et g +``` + +Supposons maintenant qu'il y ait un problème : occasionnellement, des nombres négatifs sont fournis à `f` et `g` dans les calculs qui suivent. + +Si vous l'essayez, vous verrez que lorsque ces fonctions sont appelées avec des nombres négatifs, elles renvoient un objet NumPy appelé `nan`. + +Cela signifie « not a number » (et indique que vous essayez d'évaluer +une fonction mathématique en un point où elle n'est pas définie). + +Ce n'est peut-être pas ce que nous voulons, car cela provoque d'autres problèmes difficiles à détecter plus tard. + +Supposons qu'au lieu de cela, nous voulions que le programme se termine chaque fois que cela se produit, avec un message d'erreur sensé. + +Ce changement est assez facile à mettre en œuvre + +```{code-cell} python3 +import numpy as np + +def f(x): + assert x >= 0, "Argument must be nonnegative" + return np.log(np.log(x)) + +def g(x): + assert x >= 0, "Argument must be nonnegative" + return np.sqrt(42 * x) + +# Le programme se poursuit avec divers calculs utilisant f et g +``` + +Remarquez cependant qu'il y a ici une certaine répétition, sous la forme de deux lignes de code identiques. + +La répétition rend notre code plus long et plus difficile à maintenir, et c'est donc +quelque chose que nous essayons vraiment d'éviter. + +Ici, ce n'est pas grand-chose, mais imaginez maintenant qu'au lieu de simplement `f` et `g`, nous ayons 20 fonctions de ce type que nous devons modifier exactement de la même manière. + +Cela signifie que nous devons répéter la logique de test (c'est-à-dire la ligne `assert` testant la non-négativité) 20 fois. + +La situation est encore pire si la logique de test est plus longue et plus complexe. + +Dans ce genre de scénario, l'approche suivante serait plus soignée + +```{code-cell} python3 +import numpy as np + +def check_nonneg(func): + def safe_function(x): + assert x >= 0, "Argument must be nonnegative" + return func(x) + return safe_function + +def f(x): + return np.log(np.log(x)) + +def g(x): + return np.sqrt(42 * x) + +f = check_nonneg(f) +g = check_nonneg(g) +# Le programme se poursuit avec divers calculs utilisant f et g +``` + +Cela semble compliqué, alors examinons-le lentement. + +Pour démêler la logique, considérons ce qui se passe lorsque nous écrivons `f = check_nonneg(f)`. + +Cela appelle la fonction `check_nonneg` avec le paramètre `func` fixé à `f`. + +Maintenant, `check_nonneg` crée une nouvelle fonction appelée `safe_function` qui +vérifie que `x` est non négatif puis appelle `func` sur celui-ci (ce qui revient au même que `f`). + +Enfin, le nom global `f` est alors fixé à `safe_function`. + +Maintenant, le comportement de `f` est tel que nous le souhaitons, et il en va de même pour `g`. + +En même temps, la logique de test n'est écrite qu'une seule fois. + +#### Entrée des décorateurs + +```{index} single: Python; Decorators +``` + +La dernière version de notre code n'est toujours pas idéale. + +Par exemple, si quelqu'un lit notre code et veut savoir comment +`f` fonctionne, il cherchera la définition de la fonction, qui est + +```{code-cell} python3 +def f(x): + return np.log(np.log(x)) +``` + +Il pourrait bien manquer la ligne `f = check_nonneg(f)`. + +Pour cette raison et pour d'autres, les décorateurs ont été introduits en Python. + +Avec les décorateurs, nous pouvons remplacer les lignes + +```{code-cell} python3 +def f(x): + return np.log(np.log(x)) + +def g(x): + return np.sqrt(42 * x) + +f = check_nonneg(f) +g = check_nonneg(g) +``` + +par + +```{code-cell} python3 +@check_nonneg +def f(x): + return np.log(np.log(x)) + +@check_nonneg +def g(x): + return np.sqrt(42 * x) +``` + +Ces deux morceaux de code font exactement la même chose. + +S'ils font la même chose, avons-nous vraiment besoin de la syntaxe des décorateurs ? + +Eh bien, remarquez que les décorateurs se placent juste au-dessus des définitions de fonction. + +Ainsi, quiconque regarde la définition de la fonction les verra et sera +conscient que la fonction est modifiée. + +De l'avis de beaucoup de gens, cela fait de la syntaxe des décorateurs une amélioration significative du langage. + +(descriptors)= +### Descripteurs + +```{index} single: Python; Descriptors +``` + +Les descripteurs résolvent un problème courant concernant la gestion des variables. + +Pour comprendre le problème, considérons une classe `Car`, qui simule une voiture. + +Supposons que cette classe définisse les variables `miles` et `kms`, qui donnent la distance parcourue en miles +et en kilomètres respectivement. + +Une version très simplifiée de la classe pourrait ressembler à ceci + +```{code-cell} python3 +class Car: + + def __init__(self, miles=1000): + self.miles = miles + self.kms = miles * 1.61 + + # Certaines autres fonctionnalités, détails omis +``` + +Un problème potentiel que nous pourrions avoir ici est qu'un utilisateur modifie l'une de ces +variables mais pas l'autre + +```{code-cell} python3 +car = Car() +car.miles +``` + +```{code-cell} python3 +car.kms +``` + +```{code-cell} python3 +car.miles = 6000 +car.kms +``` + +Dans les deux dernières lignes, nous voyons que `miles` et `kms` ne sont pas synchronisés. + +Ce que nous voulons vraiment, c'est un mécanisme par lequel chaque fois qu'un utilisateur définit l'une de ces variables, *l'autre est automatiquement mise à jour*. + +#### Une solution + +En Python, ce problème est résolu à l'aide des *descripteurs*. + +Un descripteur n'est qu'un objet Python qui implémente certaines méthodes. + +Ces méthodes sont déclenchées lorsque l'objet est accédé via la notation d'attribut par point. + +La meilleure façon de comprendre cela est de le voir en action. + +Considérons cette version alternative de la classe `Car` + +```{code-cell} python3 +class Car: + + def __init__(self, miles=1000): + self._miles = miles + self._kms = miles * 1.61 + + def set_miles(self, value): + self._miles = value + self._kms = value * 1.61 + + def set_kms(self, value): + self._kms = value + self._miles = value / 1.61 + + def get_miles(self): + return self._miles + + def get_kms(self): + return self._kms + + miles = property(get_miles, set_miles) + kms = property(get_kms, set_kms) +``` + +Vérifions d'abord que nous obtenons le comportement souhaité + +```{code-cell} python3 +car = Car() +car.miles +``` + +```{code-cell} python3 +car.miles = 6000 +car.kms +``` + +Oui, c'est ce que nous voulons — `car.kms` est automatiquement mis à jour. + +#### Comment cela fonctionne + +Les noms `_miles` et `_kms` sont des noms arbitraires que nous utilisons pour stocker les valeurs des variables. + +Les objets `miles` et `kms` sont des *propriétés*, un type courant de descripteur. + +Les méthodes `get_miles`, `set_miles`, `get_kms` et `set_kms` définissent +ce qui se passe lorsque vous obtenez (c'est-à-dire accédez) ou définissez (liez) ces variables + +* Les méthodes dites « getter » et « setter ». + +La fonction native Python `property` prend les méthodes getter et setter et crée une propriété. + +Par exemple, après que `car` a été créé en tant qu'instance de `Car`, l'objet `car.miles` est une propriété. + +Étant une propriété, lorsque nous définissons sa valeur via `car.miles = 6000`, sa méthode setter +est déclenchée — dans ce cas `set_miles`. + +#### Décorateurs et propriétés + +```{index} single: Python; Decorators +``` + +```{index} single: Python; Properties +``` + +De nos jours, il est très courant de voir la fonction `property` utilisée via un décorateur. + +Voici une autre version de notre classe `Car` qui fonctionne comme avant mais utilise maintenant +des décorateurs pour mettre en place les propriétés + +```{code-cell} python3 +class Car: + + def __init__(self, miles=1000): + self._miles = miles + self._kms = miles * 1.61 + + @property + def miles(self): + return self._miles + + @property + def kms(self): + return self._kms + + @miles.setter + def miles(self, value): + self._miles = value + self._kms = value * 1.61 + + @kms.setter + def kms(self, value): + self._kms = value + self._miles = value / 1.61 +``` + +Nous n'entrerons pas dans tous les détails ici. + +Pour plus d'informations, vous pouvez vous référer à la [documentation des descripteurs](https://docs.python.org/3/howto/descriptor.html). + +(paf_generators)= +## Générateurs + +```{index} single: Python; Generators +``` + +Un générateur est une sorte d'itérateur (c'est-à-dire qu'il fonctionne avec une fonction `next`). + +Nous étudierons deux façons de construire des générateurs : les expressions génératrices et les fonctions génératrices. + +### Expressions génératrices + +La façon la plus simple de construire des générateurs consiste à utiliser des *expressions génératrices*. + +Tout comme une liste en compréhension, mais avec des parenthèses rondes. + +Voici la liste en compréhension : + +```{code-cell} python3 +singular = ('dog', 'cat', 'bird') +type(singular) +``` + +```{code-cell} python3 +plural = [string + 's' for string in singular] +plural +``` + +```{code-cell} python3 +type(plural) +``` + +Et voici l'expression génératrice + +```{code-cell} python3 +singular = ('dog', 'cat', 'bird') +plural = (string + 's' for string in singular) +type(plural) +``` + +```{code-cell} python3 +next(plural) +``` + +```{code-cell} python3 +next(plural) +``` + +```{code-cell} python3 +next(plural) +``` + +Puisque `sum()` peut être appelée sur des itérateurs, nous pouvons faire ceci + +```{code-cell} python3 +sum((x * x for x in range(10))) +``` + +La fonction `sum()` appelle `next()` pour obtenir les éléments, additionne les termes successifs. + +En fait, nous pouvons omettre les parenthèses externes dans ce cas + +```{code-cell} python3 +sum(x * x for x in range(10)) +``` + +### Fonctions génératrices + +```{index} single: Python; Generator Functions +``` + +La façon la plus flexible de créer des objets générateurs est d'utiliser des fonctions génératrices. + +Examinons quelques exemples. + +#### Exemple 1 + +Voici un exemple très simple de fonction génératrice + +```{code-cell} python3 +def f(): + yield 'start' + yield 'middle' + yield 'end' +``` + +Cela ressemble à une fonction, mais utilise un mot-clé `yield` que nous n'avons pas rencontré auparavant. + +Voyons comment cela fonctionne après avoir exécuté ce code + +```{code-cell} python3 +type(f) +``` + +```{code-cell} python3 +gen = f() +gen +``` + +```{code-cell} python3 +next(gen) +``` + +```{code-cell} python3 +next(gen) +``` + +```{code-cell} python3 +next(gen) +``` + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +next(gen) +``` + +La fonction génératrice `f()` est utilisée pour créer des objets générateurs (dans ce cas `gen`). + +Les générateurs sont des itérateurs, car ils prennent en charge une méthode `next`. + +Le premier appel à `next(gen)` + +* Exécute le code dans le corps de `f()` jusqu'à ce qu'il rencontre une instruction `yield`. +* Renvoie cette valeur à l'appelant de `next(gen)`. + +Le second appel à `next(gen)` commence à exécuter *à partir de la ligne suivante* + +```{code-cell} python3 +def f(): + yield 'start' + yield 'middle' # Cette ligne ! + yield 'end' +``` + +et continue jusqu'à l'instruction `yield` suivante. + +À ce moment-là, il renvoie la valeur qui suit `yield` à l'appelant de `next(gen)`, et ainsi de suite. + +Lorsque le bloc de code se termine, le générateur lève une erreur `StopIteration`. + +#### Exemple 2 + +Notre prochain exemple reçoit un argument `x` de l'appelant + +```{code-cell} python3 +def g(x): + while x < 100: + yield x + x = x * x +``` + +Voyons comment cela fonctionne + +```{code-cell} python3 +g +``` + +```{code-cell} python3 +gen = g(2) +type(gen) +``` + +```{code-cell} python3 +next(gen) +``` + +```{code-cell} python3 +next(gen) +``` + +```{code-cell} python3 +next(gen) +``` + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +next(gen) +``` + +L'appel `gen = g(2)` lie `gen` à un générateur. + +À l'intérieur du générateur, le nom `x` est lié à `2`. + +Lorsque nous appelons `next(gen)` + +* Le corps de `g()` s'exécute jusqu'à la ligne `yield x`, et la valeur de `x` est renvoyée. + +Notez que la valeur de `x` est conservée à l'intérieur du générateur. + +Lorsque nous appelons `next(gen)` à nouveau, l'exécution continue *là où elle s'était arrêtée* + +```{code-cell} python3 +def g(x): + while x < 100: + yield x + x = x * x # l'exécution continue à partir d'ici +``` + +Lorsque `x < 100` échoue, le générateur lève une erreur `StopIteration`. + +Soit dit en passant, la boucle à l'intérieur du générateur peut être infinie + +```{code-cell} python3 +def g(x): + while 1: + yield x + x = x * x +``` + +### Avantages des itérateurs + +Quel est l'avantage d'utiliser un itérateur ici ? + +Supposons que nous voulions échantillonner une loi binomiale(n, 0.5). + +Une façon de le faire est la suivante + +```{code-cell} python3 +import random +n = 10000000 +draws = [random.uniform(0, 1) < 0.5 for i in range(n)] +sum(draws) +``` + +Mais nous créons ici deux énormes listes, `range(n)` et `draws`. + +Cela utilise beaucoup de mémoire et est très lent. + +Si nous rendons `n` encore plus grand, alors ceci se produit + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +n = 100000000 +draws = [random.uniform(0, 1) < 0.5 for i in range(n)] +``` + +Nous pouvons éviter ces problèmes en utilisant des itérateurs. + +Voici la fonction génératrice + +```{code-cell} python3 +def f(n): + i = 1 + while i <= n: + yield random.uniform(0, 1) < 0.5 + i += 1 +``` + +Maintenant, faisons la somme + +```{code-cell} python3 +n = 10000000 +draws = f(n) +draws +``` + +```{code-cell} python3 +sum(draws) +``` + +En résumé, les itérables + +* évitent le besoin de créer de grandes listes/tuples, et +* fournissent une interface uniforme pour l'itération qui peut être utilisée de manière transparente dans les boucles `for` + + +## Exercices + + +```{exercise-start} +:label: paf_ex1 +``` + +Complétez le code suivant, et testez-le en utilisant [ce fichier csv](https://raw.githubusercontent.com/QuantEcon/lecture-python-programming/main/lectures/_static/lecture_specific/python_advanced_features/test_table.csv), que nous supposons que vous avez placé dans votre répertoire de travail courant + +```{code-block} python3 +:class: no-execute + +def column_iterator(target_file, column_number): + """A generator function for CSV files. + When called with a file name target_file (string) and column number + column_number (integer), the generator function returns a generator + that steps through the elements of column column_number in file + target_file. + """ + # put your code here + +dates = column_iterator('test_table.csv', 1) + +for date in dates: + print(date) +``` + +```{exercise-end} +``` + +```{solution-start} paf_ex1 +:class: dropdown +``` + +Une solution est la suivante + +```{code-cell} python3 +def column_iterator(target_file, column_number): + """A generator function for CSV files. + When called with a file name target_file (string) and column number + column_number (integer), the generator function returns a generator + which steps through the elements of column column_number in file + target_file. + """ + f = open(target_file, 'r') + for line in f: + yield line.split(',')[column_number - 1] + f.close() + +dates = column_iterator('test_table.csv', 1) + +i = 1 +for date in dates: + print(date) + if i == 10: + break + i += 1 +``` + +```{solution-end} +``` \ No newline at end of file diff --git a/lectures/python_by_example.md b/lectures/python_by_example.md new file mode 100644 index 0000000..61f885a --- /dev/null +++ b/lectures/python_by_example.md @@ -0,0 +1,762 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: Un exemple introductif + headings: + Overview: Vue d'ensemble + 'The Task: Plotting a White Noise Process': "La tâche\_: tracer un processus de bruit blanc" + Version 1: Version 1 + Version 1::Imports: Importations + Version 1::Imports::Why So Many Imports?: "Pourquoi autant d'importations\_?" + Version 1::Imports::Packages: Packages + Version 1::Imports::Subpackages: Sous-packages + Version 1::Importing Names Directly: Importer directement des noms + Version 1::Random Draws: Tirages aléatoires + Alternative Implementations: Implémentations alternatives + Alternative Implementations::A Version with a For Loop: Une version avec une boucle for + Alternative Implementations::Lists: Listes + Alternative Implementations::The For Loop: La boucle for + Alternative Implementations::A Comment on Indentation: Une remarque sur l'indentation + Alternative Implementations::While Loops: Boucles while + Another Application: Une autre application + Exercises: Exercices +--- + +(python_by_example)= +```{raw} jupyter + +``` + +# Un exemple introductif + +```{index} single: Python; Exemple introductif +``` + +## Vue d'ensemble + +Nous sommes maintenant prêts à commencer à apprendre le langage Python lui-même. + +Dans ce cours, nous allons écrire puis décortiquer de petits programmes Python. + +L'objectif est de vous présenter la syntaxe de base de Python et ses structures de données. + +Des concepts plus approfondis seront abordés dans les cours ultérieurs. + +Vous devriez avoir lu le {doc}`cours ` sur la prise en main de Python avant de commencer celui-ci. + + +## La tâche : tracer un processus de bruit blanc + +Supposons que nous voulions simuler et tracer le processus de bruit blanc +$\epsilon_0, \epsilon_1, \ldots, \epsilon_T$, où chaque tirage $\epsilon_t$ est un tirage indépendant d'une loi normale centrée réduite. + +En d'autres termes, nous voulons générer des figures qui ressemblent à ceci : + +```{figure} /_static/lecture_specific/python_by_example/test_program_1_updated.png +:scale: 120 +``` + +(Ici $t$ est sur l'axe horizontal et $\epsilon_t$ sur l'axe +vertical.) + +Nous ferons cela de plusieurs façons différentes, en apprenant à chaque fois quelque chose de plus +sur Python. + +## Version 1 + +(ourfirstprog)= +Voici quelques lignes de code qui accomplissent la tâche que nous nous sommes fixée + +```{code-cell} ipython +import numpy as np +import matplotlib.pyplot as plt + +rng = np.random.default_rng() +ϵ_values = rng.standard_normal(100) +plt.plot(ϵ_values) +plt.show() +``` + +Décomposons ce programme et voyons comment il fonctionne. + +(import)= +### Importations + +Les deux premières lignes du programme importent des fonctionnalités provenant de bibliothèques +de code externes. + +La première ligne importe {doc}`NumPy `, un package Python privilégié pour des tâches telles que + +* le travail avec des tableaux (vecteurs et matrices) +* les fonctions mathématiques courantes comme `cos` et `sqrt` +* la génération de nombres aléatoires +* l'algèbre linéaire, etc. + +Après `import numpy as np`, nous avons accès à ces attributs via la syntaxe `np.attribute`. + +Voici deux autres exemples + +```{code-cell} python3 +np.sqrt(4) +``` + +```{code-cell} python3 +np.log(4) +``` + + +#### Pourquoi autant d'importations ? + +Les programmes Python nécessitent généralement plusieurs instructions d'importation. + +La raison en est que le cœur du langage est délibérément maintenu petit, afin qu'il soit facile à apprendre, à maintenir et à améliorer. + +Lorsque vous voulez faire quelque chose d'intéressant avec Python, vous avez presque toujours besoin +d'importer des fonctionnalités supplémentaires. + + +#### Packages + +```{index} single: Python; Packages +``` + +Comme indiqué ci-dessus, NumPy est un package Python. + +Les packages sont utilisés par les développeurs pour organiser le code qu'ils souhaitent partager. + +En fait, un **package** est simplement un répertoire contenant + +1. des fichiers avec du code Python --- appelés **modules** dans le jargon Python +1. éventuellement du code compilé accessible par Python (par exemple, des fonctions compilées à partir de code C ou FORTRAN) +1. un fichier appelé `__init__.py` qui spécifie ce qui sera exécuté lorsque nous tapons `import package_name` + +Vous pouvez vérifier l'emplacement de votre `__init__.py` pour NumPy en Python en exécutant le code : + +```{code-block} ipython +:class: no-execute + +import numpy as np + +print(np.__file__) +``` + +#### Sous-packages + +```{index} single: Python; Sous-packages +``` + +Considérons la ligne `rng = np.random.default_rng()`. + +Ici `np` fait référence au package NumPy, tandis que `random` est un **sous-package** de NumPy. + +Les sous-packages sont simplement des packages qui sont des sous-répertoires d'un autre package. + +Par exemple, vous pouvez trouver le dossier `random` sous le répertoire de NumPy. + +### Importer directement des noms + +Rappelons le code que nous avons vu ci-dessus + +```{code-cell} python3 +import numpy as np + +np.sqrt(4) +``` + +Voici une autre façon d'accéder à la fonction racine carrée de NumPy + +```{code-cell} python3 +from numpy import sqrt + +sqrt(4) +``` + +C'est également correct. + +L'avantage est qu'il y a moins à taper si nous utilisons `sqrt` souvent dans notre code. + +L'inconvénient est que, dans un long programme, ces deux lignes pourraient être +séparées par de nombreuses autres lignes. + +Il est alors plus difficile pour les lecteurs de savoir d'où vient `sqrt`, s'ils le souhaitent. + +### Tirages aléatoires + +Pour revenir à notre programme qui trace le bruit blanc, les trois lignes restantes +après les instructions d'importation sont + +```{code-cell} ipython +ϵ_values = rng.standard_normal(100) +plt.plot(ϵ_values) +plt.show() +``` + +La première ligne génère 100 tirages (quasi) indépendants d'une loi normale centrée réduite et les stocke +dans `ϵ_values`. + +Les deux lignes suivantes génèrent le graphique. + +Nous pouvons et allons examiner ci-dessous diverses façons de configurer et d'améliorer ce graphique. + +## Implémentations alternatives + +Essayons d'écrire quelques versions alternatives de {ref}`notre premier programme `, qui traçait des tirages IID de la loi normale centrée réduite. + +Les programmes ci-dessous sont moins efficaces que l'original, et donc +quelque peu artificiels. + +Mais ils nous aident à illustrer une syntaxe et une sémantique Python importantes dans un cadre familier. + +### Une version avec une boucle for + +Voici une version qui illustre les boucles `for` et les listes Python. + +(firstloopprog)= +```{code-cell} python3 +ts_length = 100 +ϵ_values = [] # liste vide + +for i in range(ts_length): + e = rng.standard_normal() + ϵ_values.append(e) + +plt.plot(ϵ_values) +plt.show() +``` + +En bref, + +* La première ligne définit la longueur souhaitée de la série temporelle. +* La ligne suivante crée une *liste* vide appelée `ϵ_values` qui stockera les valeurs $\epsilon_t$ au fur et à mesure que nous les générons. +* L'instruction `# liste vide` est un *commentaire*, et est ignorée par l'interpréteur de Python. +* Les trois lignes suivantes constituent la boucle `for`, qui tire de manière répétée un nouveau nombre aléatoire $\epsilon_t$ et l'ajoute à la fin de la liste `ϵ_values`. +* Les deux dernières lignes génèrent le graphique et l'affichent à l'utilisateur. + +Étudions certaines parties de ce programme plus en détail. + +(lists_ref)= +### Listes + +```{index} single: Python; Listes +``` + +Considérons l'instruction `ϵ_values = []`, qui crée une liste vide. + +Les listes sont une structure de données native de Python utilisée pour regrouper une collection d'objets. + +Les éléments des listes sont ordonnés, et les doublons sont autorisés dans les listes. + +Par exemple, essayez + +```{code-cell} python3 +x = [10, 'foo', False] +type(x) +``` + +Le premier élément de `x` est un [entier](https://en.wikipedia.org/wiki/Integer_(computer_science)), le suivant est une [chaîne de caractères](https://en.wikipedia.org/wiki/String_(computer_science)), et le troisième est une [valeur booléenne](https://en.wikipedia.org/wiki/Boolean_data_type). + +Lors de l'ajout d'une valeur à une liste, nous pouvons utiliser la syntaxe `list_name.append(some_value)` + +```{code-cell} python3 +x +``` + +```{code-cell} python3 +x.append(2.5) +x +``` + +Ici `append()` est ce qu'on appelle une **méthode**, c'est-à-dire une fonction « attachée à » un objet --- dans ce cas, la liste `x`. + +Nous apprendrons tout sur les méthodes {doc}`plus tard `, mais juste pour vous donner une idée, + +* Les objets Python tels que les listes, les chaînes de caractères, etc. ont tous des méthodes utilisées pour manipuler les données contenues dans l'objet. +* Les objets chaînes de caractères ont des [méthodes de chaîne](https://docs.python.org/3/library/stdtypes.html#string-methods), les objets listes ont des [méthodes de liste](https://docs.python.org/3/tutorial/datastructures.html#more-on-lists), etc. + +Une autre méthode de liste utile est `pop()` + +```{code-cell} python3 +x +``` + +```{code-cell} python3 +x.pop() +``` + +```{code-cell} python3 +x +``` + +Les listes en Python sont indexées à partir de zéro (comme en C, Java ou Go), donc le premier élément est référencé par `x[0]` + +```{code-cell} python3 +x[0] # premier élément de x +``` + +```{code-cell} python3 +x[1] # deuxième élément de x +``` + +### La boucle for + +```{index} single: Python; Boucle for +``` + +Considérons maintenant la boucle `for` du {ref}`programme ci-dessus `, qui était + +```{code-cell} python3 +for i in range(ts_length): + e = rng.standard_normal() + ϵ_values.append(e) +``` + +Python exécute les deux lignes indentées `ts_length` fois avant de passer à la suite. + +Ces deux lignes sont appelées un **bloc de code**, car elles constituent le « bloc » de code sur lequel nous bouclons. + +Contrairement à la plupart des autres langages, Python connaît l'étendue du bloc de code *uniquement grâce à l'indentation*. + +Dans notre programme, l'indentation diminue après la ligne `ϵ_values.append(e)`, indiquant à Python que cette ligne marque la limite inférieure du bloc de code. + +Plus de détails sur l'indentation ci-dessous --- pour l'instant, regardons un autre exemple de boucle `for` + +```{code-cell} python3 +animals = ['dog', 'cat', 'bird'] +for animal in animals: + print("The plural of " + animal + " is " + animal + "s") +``` + +Cet exemple aide à clarifier comment fonctionne la boucle `for` : lorsque nous exécutons une +boucle de la forme + +```{code-block} python3 +:class: no-execute + +for variable_name in sequence: + +``` + +L'interpréteur Python effectue ce qui suit : + +* Pour chaque élément de la `sequence`, il « lie » le nom `variable_name` à cet élément puis exécute le bloc de code. + + +### Une remarque sur l'indentation + +```{index} single: Python; Indentation +``` + +En discutant de la boucle `for`, nous avons expliqué que les blocs de code sur lesquels on boucle sont délimités par l'indentation. + +En fait, en Python, *tous* les blocs de code (c'est-à-dire ceux qui se trouvent dans les boucles, les clauses if, les définitions de fonctions, etc.) sont délimités par l'indentation. + +Ainsi, contrairement à la plupart des autres langages, les espaces blancs dans le code Python affectent la sortie du programme. + +Une fois que vous vous y êtes habitué, c'est une bonne chose : cela + +* force une indentation propre et cohérente, améliorant la lisibilité +* supprime l'encombrement, comme les accolades ou les instructions de fin utilisées dans d'autres langages + +D'un autre côté, cela demande un peu de soin pour être fait correctement, alors veuillez retenir : + +* La ligne précédant le début d'un bloc de code se termine toujours par deux points + * `for i in range(10):` + * `if x > y:` + * `while x < 100:` + * etc. +* Toutes les lignes d'un bloc de code doivent avoir la même quantité d'indentation. +* La norme Python est de 4 espaces, et c'est ce que vous devriez utiliser. + +### Boucles while + +```{index} single: Python; Boucle while +``` + +La boucle `for` est la technique la plus courante d'itération en Python. + +Mais, à des fins d'illustration, modifions {ref}`le programme ci-dessus ` pour utiliser une boucle `while` à la place. + +(whileloopprog)= +```{code-cell} python3 +ts_length = 100 +ϵ_values = [] +i = 0 +while i < ts_length: + e = rng.standard_normal() + ϵ_values.append(e) + i = i + 1 +plt.plot(ϵ_values) +plt.show() +``` + +Une boucle while continuera d'exécuter le bloc de code délimité par l'indentation jusqu'à ce que la condition (```i < ts_length```) soit satisfaite. + +Dans ce cas, le programme continuera d'ajouter des valeurs à la liste ```ϵ_values``` jusqu'à ce que ```i``` soit égal à ```ts_length``` : + +```{code-cell} python3 +i == ts_length #la condition de fin de la boucle while +``` + +Notez que + +* le bloc de code de la boucle `while` est à nouveau délimité uniquement par l'indentation. +* l'instruction `i = i + 1` peut être remplacée par `i += 1`. + +## Une autre application + +Faisons encore une application avant de passer aux exercices. + +Dans cette application, nous traçons le solde d'un compte bancaire au fil du temps. + +Il n'y a pas de retraits au cours de la période, dont la dernière date est notée +par $T$. + +Le solde initial est $b_0$ et le taux d'intérêt est $r$. + +Le solde se met à jour de la période $t$ à $t+1$ selon $b_{t+1} = (1 + r) b_t$. + +Dans le code ci-dessous, nous générons et traçons la séquence $b_0, b_1, \ldots, b_T$. + +Au lieu d'utiliser une liste Python pour stocker cette séquence, nous utiliserons un tableau +NumPy. + +```{code-cell} python3 +r = 0.025 # taux d'intérêt +T = 50 # date de fin +b = np.empty(T+1) # un tableau NumPy vide, pour stocker tous les b_t +b[0] = 10 # solde initial + +for t in range(T): + b[t+1] = (1 + r) * b[t] + +plt.plot(b, label='solde bancaire') +plt.legend() +plt.show() +``` + +L'instruction `b = np.empty(T+1)` alloue de l'espace mémoire pour `T+1` +nombres (à virgule flottante). + +Ces nombres sont remplis par la boucle `for`. + +Allouer la mémoire au départ est plus efficace que d'utiliser une liste Python et +`append`, car cette dernière doit demander de manière répétée de l'espace de stockage au +système d'exploitation. + +Remarquez que nous avons ajouté une légende au graphique --- une fonctionnalité que l'on vous demandera +d'utiliser dans les exercices. + +## Exercices + +Passons maintenant aux exercices. Il est important que vous les complétiez avant +de continuer, car ils présentent de nouveaux concepts dont nous aurons besoin. + +```{exercise-start} +:label: pbe_ex1 +``` + +Votre première tâche est de simuler et de tracer la série temporelle corrélée + +$$ +x_{t+1} = \alpha \, x_t + \epsilon_{t+1} +\quad \text{où} \quad +x_0 = 0 +\quad \text{et} \quad t = 0,\ldots,T +$$ + +La séquence de chocs $\{\epsilon_t\}$ est supposée être IID et suivre une loi normale centrée réduite. + +Dans votre solution, limitez vos instructions d'importation à + +```{code-cell} python3 +import numpy as np +import matplotlib.pyplot as plt +``` + +Posez $T=200$ et $\alpha = 0.9$. + +```{exercise-end} +``` + +```{solution-start} pbe_ex1 +:class: dropdown +``` + +Voici une solution. + +```{code-cell} python3 +α = 0.9 +T = 200 +x = np.empty(T+1) +x[0] = 0 +rng = np.random.default_rng() + +for t in range(T): + x[t+1] = α * x[t] + rng.standard_normal() + +plt.plot(x) +plt.show() +``` + +```{solution-end} +``` + + +```{exercise-start} +:label: pbe_ex2 + +En partant de votre solution à l'exercice 1, tracez trois séries temporelles simulées, +une pour chacun des cas $\alpha=0$, $\alpha=0.8$ et $\alpha=0.98$. + +Utilisez une boucle `for` pour parcourir les valeurs de $\alpha$. + +Si vous le pouvez, ajoutez une légende, pour aider à distinguer les trois séries temporelles. + +```{hint} +:class: dropdown + +* Si vous appelez la fonction `plot()` plusieurs fois avant d'appeler `show()`, toutes les lignes que vous produisez se retrouveront sur la même figure. +* Pour la légende, notez que si `var = 42`, l'expression `f'foo{var}'` s'évalue en `'foo42'`. +``` + +```{exercise-end} +``` + + +```{solution-start} pbe_ex2 +:class: dropdown +``` + +```{code-cell} python3 +α_values = [0.0, 0.8, 0.98] +T = 200 +x = np.empty(T+1) +rng = np.random.default_rng() + +for α in α_values: + x[0] = 0 + for t in range(T): + x[t+1] = α * x[t] + rng.standard_normal() + plt.plot(x, label=f'$\\alpha = {α}$') + +plt.legend() +plt.show() +``` + +```{note} +`f'$\\alpha = {α}$'` dans la solution est une application de la [f-string](https://docs.python.org/3/tutorial/inputoutput.html#tut-f-strings), qui vous permet d'utiliser `{}` pour contenir une expression. + +L'expression contenue sera évaluée, et le résultat sera placé dans la chaîne de caractères. +``` + +```{solution-end} +``` + +```{exercise-start} +:label: pbe_ex3 + +De manière similaire aux exercices précédents, tracez la série temporelle + +$$ +x_{t+1} = \alpha \, |x_t| + \epsilon_{t+1} +\quad \text{où} \quad +x_0 = 0 +\quad \text{et} \quad t = 0,\ldots,T +$$ + +Utilisez $T=200$, $\alpha = 0.9$ et $\{\epsilon_t\}$ comme précédemment. + +Recherchez en ligne une fonction qui peut être utilisée pour calculer la valeur absolue $|x_t|$. +``` + +```{exercise-end} +``` + + +```{solution-start} pbe_ex3 +:class: dropdown +``` + +Voici une solution : + +```{code-cell} python3 +α = 0.9 +T = 200 +x = np.empty(T+1) +x[0] = 0 +rng = np.random.default_rng() + +for t in range(T): + x[t+1] = α * np.abs(x[t]) + rng.standard_normal() + +plt.plot(x) +plt.show() +``` + +```{solution-end} +``` + + +```{exercise-start} +:label: pbe_ex4 +``` + +Un aspect important de pratiquement tous les langages de programmation est le branchement et +les conditions. + +En Python, les conditions sont généralement implémentées avec la syntaxe if--else. + +Voici un exemple, qui affiche -1 pour chaque nombre négatif d'un tableau et 1 +pour chaque nombre non négatif + +```{code-cell} python3 +numbers = [-9, 2.3, -11, 0] +``` + +```{code-cell} python3 +for x in numbers: + if x < 0: + print(-1) + else: + print(1) +``` + +Maintenant, écrivez une nouvelle solution à l'exercice 3 qui n'utilise pas de fonction existante +pour calculer la valeur absolue. + +Remplacez cette fonction existante par une condition if--else. + +```{exercise-end} +``` + +```{solution-start} pbe_ex4 +:class: dropdown +``` + +Voici une façon de faire : + +```{code-cell} python3 +α = 0.9 +T = 200 +x = np.empty(T+1) +x[0] = 0 +rng = np.random.default_rng() + +for t in range(T): + if x[t] < 0: + abs_x = - x[t] + else: + abs_x = x[t] + x[t+1] = α * abs_x + rng.standard_normal() + +plt.plot(x) +plt.show() +``` + +Voici une façon plus courte d'écrire la même chose : + +```{code-cell} python3 +α = 0.9 +T = 200 +x = np.empty(T+1) +x[0] = 0 +rng = np.random.default_rng() + +for t in range(T): + abs_x = - x[t] if x[t] < 0 else x[t] + x[t+1] = α * abs_x + rng.standard_normal() + +plt.plot(x) +plt.show() +``` + +```{solution-end} +``` + + + +```{exercise-start} +:label: pbe_ex5 +``` + +Voici un exercice plus difficile, qui demande de la réflexion et de la planification. + +La tâche consiste à calculer une approximation de $\pi$ en utilisant [Monte-Carlo](https://en.wikipedia.org/wiki/Monte_Carlo_method). + +N'utilisez aucune importation en dehors de + +```{code-cell} python3 +import numpy as np +``` + +```{hint} +:class: dropdown + +Vos indices sont les suivants : + +* Si $U$ est une variable aléatoire uniforme bivariée sur le carré unité $(0, 1)^2$, alors la probabilité que $U$ se trouve dans un sous-ensemble $B$ de $(0,1)^2$ est égale à l'aire de $B$. +* Si $U_1,\ldots,U_n$ sont des copies IID de $U$, alors, à mesure que $n$ devient grand, la fraction qui tombe dans $B$ converge vers la probabilité d'atterrir dans $B$. +* Pour un cercle, $area = \pi * radius^2$. +``` + +```{exercise-end} +``` + + +```{solution-start} pbe_ex5 +:class: dropdown +``` + +Considérons le cercle de diamètre 1 inscrit dans le carré unité. + +Soit $A$ son aire et soit $r=1/2$ son rayon. + +Si nous connaissons $\pi$ alors nous pouvons calculer $A$ via +$A = \pi r^2$. + +Mais ici le but est de calculer $\pi$, ce que nous pouvons faire par +$\pi = A / r^2$. + +Résumé : si nous pouvons estimer l'aire d'un cercle de diamètre 1, alors diviser +par $r^2 = (1/2)^2 = 1/4$ donne une estimation de $\pi$. + +Nous estimons l'aire en échantillonnant des uniformes bivariées et en regardant la +fraction qui tombe dans le cercle. + +```{code-cell} python3 +n = 1000000 # taille d'échantillon pour la simulation de Monte-Carlo +rng = np.random.default_rng() + +count = 0 +for i in range(n): + + # tirage de positions aléatoires sur le carré + u, v = rng.uniform(), rng.uniform() + + # vérifier si le point tombe à l'intérieur de la limite + # du cercle unité centré en (0.5,0.5) + d = np.sqrt((u - 0.5)**2 + (v - 0.5)**2) + + # s'il tombe à l'intérieur du cercle inscrit, + # l'ajouter au compteur + if d < 0.5: + count += 1 + +area_estimate = count / n + +print(area_estimate * 4) # division par radius**2 +``` + +```{solution-end} +``` \ No newline at end of file diff --git a/lectures/python_essentials.md b/lectures/python_essentials.md new file mode 100644 index 0000000..90e74b8 --- /dev/null +++ b/lectures/python_essentials.md @@ -0,0 +1,1119 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: Fondamentaux de Python + headings: + Overview: Vue d'ensemble + Data Types: Types de données + Data Types::Primitive Data Types: Types de données primitifs + Data Types::Primitive Data Types::Boolean Values: Valeurs booléennes + Data Types::Primitive Data Types::Numeric Types: Types numériques + Data Types::Containers: Conteneurs + Data Types::Containers::Slice Notation: Notation de tranche + Data Types::Containers::Sets and Dictionaries: Ensembles et dictionnaires + Input and Output: Entrée et sortie + Input and Output::Paths: Chemins + Iterating: Itération + Iterating::Looping over Different Objects: Boucler sur différents objets + Iterating::Looping without Indices: Boucler sans indices + Iterating::List Comprehensions: Compréhensions de liste + Comparisons and Logical Operators: Comparaisons et opérateurs logiques + Comparisons and Logical Operators::Comparisons: Comparaisons + Comparisons and Logical Operators::Combining Expressions: Combiner des expressions + Coding Style and Documentation: Style de codage et documentation + 'Coding Style and Documentation::Python Style Guidelines: PEP8': "Directives de style Python\_: PEP8" + Coding Style and Documentation::Docstrings: Docstrings + Exercises: Exercices +--- + +(python_done_right)= +```{raw} jupyter + +``` + +# Fondamentaux de Python + +## Vue d'ensemble + +Nous avons couvert beaucoup de matière assez rapidement, en nous concentrant sur des exemples. + +Voyons maintenant certaines fonctionnalités fondamentales de Python de manière plus systématique. + +Cette approche est moins passionnante mais aide à clarifier certains détails. + +## Types de données + +```{index} single: Python; Data Types +``` + +Les programmes informatiques suivent généralement toute une gamme de types de données. + +Par exemple, `1.5` est un nombre à virgule flottante, tandis que `1` est un entier. + +Les programmes doivent distinguer ces deux types pour diverses raisons. + +L'une est qu'ils sont stockés différemment en mémoire. + +Une autre est que les opérations arithmétiques sont différentes + +* Par exemple, l'arithmétique en virgule flottante est mise en œuvre sur la plupart des machines par une + unité de calcul en virgule flottante (FPU) spécialisée. + +En général, les flottants sont plus informatifs mais les opérations arithmétiques sur les entiers +sont plus rapides et plus précises. + +Python fournit de nombreux autres types de données Python intégrés, dont certains que nous avons déjà rencontrés + +* chaînes de caractères, listes, etc. + +Apprenons-en un peu plus à leur sujet. + +### Types de données primitifs + +(boolean)= +#### Valeurs booléennes + +Un type de données simple est celui des **valeurs booléennes**, qui peuvent être soit `True`, soit `False` + +```{code-cell} python3 +x = True +x +``` + +Nous pouvons vérifier le type de n'importe quel objet en mémoire à l'aide de la fonction `type()`. + +```{code-cell} python3 +type(x) +``` + +Dans la ligne de code suivante, l'interpréteur évalue l'expression à droite de = et lie y à cette valeur + +```{code-cell} python3 +y = 100 < 10 +y +``` + +```{code-cell} python3 +type(y) +``` + +Dans les expressions arithmétiques, `True` est converti en `1` et `False` est converti en `0`. + +Cela s'appelle l'**arithmétique booléenne** et est souvent utile en programmation. + +Voici quelques exemples + +```{code-cell} python3 +x + y +``` + +```{code-cell} python3 +x * y +``` + +```{code-cell} python3 +True + True +``` + +```{code-cell} python3 +bools = [True, True, False, True] # Liste de valeurs booléennes + +sum(bools) +``` + +#### Types numériques + +Les types numériques sont également des types de données primitifs importants. + +Nous avons déjà vu les types `integer` et `float`. + +Les **nombres complexes** sont un autre type de données primitif en Python + +```{code-cell} python3 +x = complex(1, 2) +y = complex(2, 1) +print(x * y) + +type(x) +``` + +### Conteneurs + +Python possède plusieurs types de base pour stocker des collections de données (éventuellement hétérogènes). + +Nous avons {ref}`déjà abordé les listes `. + +```{index} single: Python; Tuples +``` + +Un type de données apparenté est celui des **tuples**, qui sont des listes « immuables » + +```{code-cell} python3 +x = ('a', 'b') # Parenthèses au lieu des crochets +x = 'a', 'b' # Ou sans crochets --- la signification est identique +x +``` + +```{code-cell} python3 +type(x) +``` + +En Python, un objet est appelé **immuable** si, une fois créé, l'objet ne peut plus être modifié. + +Inversement, un objet est **mutable** s'il peut encore être modifié après sa création. + +Les listes Python sont mutables + +```{code-cell} python3 +x = [1, 2] +x[0] = 10 +x +``` + +Mais les tuples ne le sont pas + +```{code-cell} python3 +--- +tags: [raises-exception] +--- +x = (1, 2) +x[0] = 10 +``` + +Nous en dirons davantage sur le rôle des données mutables et immuables un peu plus tard. + +Les tuples (et les listes) peuvent être « déballés » comme suit + +```{code-cell} python3 +integers = (10, 20, 30) +x, y, z = integers +x +``` + +```{code-cell} python3 +y +``` + +Vous avez en fait {ref}`déjà vu un exemple de cela `. + +Le déballage de tuple est pratique et nous l'utiliserons souvent. + +#### Notation de tranche + +```{index} single: Python; Slicing +``` + +Pour accéder à plusieurs éléments d'une séquence (une liste, un tuple ou une chaîne), vous pouvez utiliser la notation de tranche +de Python. + +Par exemple, + +```{code-cell} python3 +a = ["a", "b", "c", "d", "e"] +a[1:] +``` + +```{code-cell} python3 +a[1:3] +``` + +La règle générale est que `a[m:n]` renvoie `n - m` éléments, en commençant par `a[m]`. + +Les nombres négatifs sont également autorisés + +```{code-cell} python3 +a[-2:] # Les deux derniers éléments de la liste +``` + +Vous pouvez également utiliser le format `[start:end:step]` pour spécifier le pas + +```{code-cell} python3 +a[::2] +``` + +En utilisant un pas négatif, vous pouvez renvoyer la séquence dans l'ordre inverse + +```{code-cell} python3 +a[-2::-1] # Parcourir à rebours de l'avant-dernier élément jusqu'au premier élément +``` + +La même notation de tranche fonctionne sur les tuples et les chaînes + +```{code-cell} python3 +s = 'foobar' +s[-3:] # Sélectionner les trois derniers éléments +``` + +#### Ensembles et dictionnaires + +```{index} single: Python; Sets +``` + +```{index} single: Python; Dictionaries +``` + +Deux autres types de conteneurs que nous devrions mentionner avant de poursuivre sont les [ensembles](https://docs.python.org/3/tutorial/datastructures.html#sets) et les [dictionnaires](https://docs.python.org/3/tutorial/datastructures.html#dictionaries). + +Les dictionnaires ressemblent beaucoup aux listes, sauf que les éléments sont nommés au lieu d'être +numérotés + +```{code-cell} python3 +d = {'name': 'Frodo', 'age': 33} +type(d) +``` + +```{code-cell} python3 +d['age'] +``` + +Les noms `'name'` et `'age'` sont appelés les *clés*. + +Les objets vers lesquels les clés sont mappées (`'Frodo'` et `33`) sont appelés les `values` (valeurs). + +Les ensembles sont des collections non ordonnées sans doublons, et les méthodes d'ensemble fournissent les +opérations ensemblistes habituelles + +```{code-cell} python3 +s1 = {'a', 'b'} +type(s1) +``` + +```{code-cell} python3 +s2 = {'b', 'c'} +s1.issubset(s2) +``` + +```{code-cell} python3 +s1.intersection(s2) +``` + +La fonction `set()` crée des ensembles à partir de séquences + +```{code-cell} python3 +s3 = set(('foo', 'bar', 'foo')) +s3 +``` + +## Entrée et sortie + +```{index} single: Python; IO +``` + +Passons brièvement en revue la lecture et l'écriture dans des fichiers texte, en commençant par l'écriture + +```{code-cell} python3 +f = open('newfile.txt', 'w') # Ouvrir 'newfile.txt' en écriture +f.write('Testing\n') # Ici '\n' signifie nouvelle ligne +f.write('Testing again') +f.close() +``` + +Ici + +* La fonction intégrée `open()` crée un objet fichier pour écrire dedans. +* `write()` et `close()` sont tous deux des méthodes des objets fichier. + +Où se trouve ce fichier que nous avons créé ? + +Rappelez-vous que Python maintient une notion de répertoire de travail courant (pwd) qui peut être localisé depuis Jupyter ou IPython via + +```{code-cell} ipython +%pwd +``` + +Si aucun chemin n'est spécifié, c'est là que Python écrit. + +Nous pouvons également utiliser Python pour lire le contenu de `newline.txt` comme suit + +```{code-cell} python3 +f = open('newfile.txt', 'r') +out = f.read() +out +``` + +```{code-cell} python3 +print(out) +``` + +En fait, l'approche recommandée dans le Python moderne est d'utiliser une instruction `with` pour garantir que les fichiers sont correctement acquis et libérés. + +Contenir les opérations dans le même bloc améliore aussi la clarté de votre code. + +```{note} +Ce type de bloc est formellement appelé un [*contexte*](https://realpython.com/python-with-statement/#the-with-statement-approach). +``` + +Essayons de convertir les deux exemples ci-dessus en une instruction `with`. + +Nous modifions d'abord l'exemple d'écriture +```{code-cell} python3 + +with open('newfile.txt', 'w') as f: + f.write('Testing\n') + f.write('Testing again') +``` + +Notez que nous n'avons pas besoin d'appeler la méthode `close()` puisque le bloc `with` +garantira que le flux est fermé à la fin du bloc. + +Avec de légères modifications, nous pouvons également lire des fichiers en utilisant `with` + +```{code-cell} python3 +with open('newfile.txt', 'r') as fo: + out = fo.read() + print(out) +``` +Supposons maintenant que nous voulions lire une entrée depuis un fichier et écrire une sortie dans un autre. +Voici comment nous pourrions accomplir cette tâche tout en acquérant et en restituant correctement +les ressources au système d'exploitation à l'aide d'instructions `with` : + +```{code-cell} python3 +with open("newfile.txt", "r") as f: + file = f.readlines() + with open("output.txt", "w") as fo: + for i, line in enumerate(file): + fo.write(f'Line {i}: {line} \n') +``` + +Le fichier de sortie sera + +```{code-cell} python3 +with open('output.txt', 'r') as fo: + print(fo.read()) +``` + +Nous pouvons simplifier l'exemple ci-dessus en regroupant les deux instructions `with` sur une seule ligne + +```{code-cell} python3 +with open("newfile.txt", "r") as f, open("output2.txt", "w") as fo: + for i, line in enumerate(f): + fo.write(f'Line {i}: {line} \n') +``` + +Le fichier de sortie sera identique + +```{code-cell} python3 +with open('output2.txt', 'r') as fo: + print(fo.read()) +``` + +Supposons que nous voulions continuer à écrire dans le fichier existant +au lieu de l'écraser. + +nous pouvons passer au mode `a` qui signifie mode d'ajout (append) + +```{code-cell} python3 +with open('output2.txt', 'a') as fo: + fo.write('\nThis is the end of the file') +``` + +```{code-cell} python3 +with open('output2.txt', 'r') as fo: + print(fo.read()) +``` + +```{note} +Notez que nous n'avons couvert ici que les modes `r`, `w` et `a`, qui sont les modes les plus couramment utilisés. +Python fournit [une variété de modes](https://www.geeksforgeeks.org/python/reading-writing-text-files-python/) +que vous pourriez expérimenter. +``` + +### Chemins + +```{index} single: Python; Paths +``` + +Notez que si `newfile.txt` ne se trouve pas dans le répertoire de travail courant, alors cet appel à `open()` échoue. + +Dans ce cas, vous pouvez déplacer le fichier vers le pwd ou spécifier le [chemin complet](https://en.wikipedia.org/wiki/Path_%28computing%29) vers le fichier + +```{code-block} python3 +:class: no-execute + +f = open('insert_full_path_to_file/newfile.txt', 'r') +``` + +(iterating_version_1)= +## Itération + +```{index} single: Python; Iteration +``` + +L'une des tâches les plus importantes en informatique est de parcourir une +séquence de données et d'effectuer une action donnée. + +L'une des forces de Python est son interface simple et flexible pour ce type d'itération via +la boucle `for`. + +### Boucler sur différents objets + +De nombreux objets Python sont « itérables », dans le sens où l'on peut boucler dessus. + +Pour donner un exemple, écrivons le fichier us_cities.txt, qui liste des villes américaines et leur population, dans le répertoire de travail courant. + +(us_cities_data)= +```{code-cell} ipython +%%writefile us_cities.txt +new york: 8244910 +los angeles: 3819702 +chicago: 2707120 +houston: 2145146 +philadelphia: 1536471 +phoenix: 1469471 +san antonio: 1359758 +san diego: 1326179 +dallas: 1223229 +``` + +Ici `%%writefile` est une [commande magique de cellule IPython](https://ipython.readthedocs.io/en/stable/interactive/magics.html#cell-magics). + +Supposons que nous voulions rendre l'information plus lisible, en mettant les noms en majuscules et en ajoutant des virgules pour marquer les milliers. + +Le programme ci-dessous lit les données et effectue la conversion : + +```{code-cell} python3 +data_file = open('us_cities.txt', 'r') +for line in data_file: + city, population = line.split(':') # Déballage de tuple + city = city.title() # Mettre en majuscule les noms de ville + population = f'{int(population):,}' # Ajouter des virgules aux nombres + print(city.ljust(15) + population) +data_file.close() +``` + +Ici `f'` est une f-string [utilisée pour insérer des variables dans des chaînes](https://docs.python.org/3/library/string.html#formatspec). + +Le reformatage de chaque ligne est le résultat de trois méthodes de chaîne différentes, +dont les détails peuvent être laissés pour plus tard. + +La partie intéressante de ce programme pour nous est la ligne 2, qui montre que + +1. L'objet fichier `data_file` est itérable, dans le sens où il peut être placé à droite de `in` dans une boucle `for`. +1. L'itération parcourt chaque ligne du fichier. + +Cela conduit à la syntaxe propre et pratique présentée dans notre programme. + +De nombreux autres types d'objets sont itérables, et nous en aborderons certains plus tard. + +### Boucler sans indices + +Une chose que vous avez peut-être remarquée est que Python tend à privilégier les boucles sans indexation explicite. + +Par exemple, + +```{code-cell} python3 +x_values = [1, 2, 3] # Un x itérable +for x in x_values: + print(x * x) +``` + +est préféré à + +```{code-cell} python3 +for i in range(len(x_values)): + print(x_values[i] * x_values[i]) +``` + +Lorsque vous comparez ces deux alternatives, vous pouvez voir pourquoi la première est préférée. + +Python fournit certaines facilités pour simplifier les boucles sans indices. + +L'une est `zip()`, qui est utilisée pour parcourir des paires provenant de deux séquences. + +Par exemple, essayez d'exécuter le code suivant + +```{code-cell} python3 +countries = ('Japan', 'Korea', 'China') +cities = ('Tokyo', 'Seoul', 'Beijing') +for country, city in zip(countries, cities): + print(f'The capital of {country} is {city}') +``` + +La fonction `zip()` est également utile pour créer des dictionnaires --- par +exemple + +```{code-cell} python3 +names = ['Tom', 'John'] +marks = ['E', 'F'] +dict(zip(names, marks)) +``` + +Si nous avons réellement besoin de l'indice d'une liste, une option est d'utiliser `enumerate()`. + +Pour comprendre ce que fait `enumerate()`, considérez l'exemple suivant + +```{code-cell} python3 +letter_list = ['a', 'b', 'c'] +for index, letter in enumerate(letter_list): + print(f"letter_list[{index}] = '{letter}'") +``` +(list_comprehensions)= +### Compréhensions de liste + +```{index} single: Python; List comprehension +``` + +Nous pouvons également simplifier considérablement le code pour générer la liste de tirages aléatoires en utilisant quelque chose appelé une *compréhension de liste*. + +Les [compréhensions de liste](https://en.wikipedia.org/wiki/List_comprehension) sont un outil Python élégant pour créer des listes. + +Considérez l'exemple suivant, où la compréhension de liste se trouve du +côté droit de la deuxième ligne + +```{code-cell} python3 +animals = ['dog', 'cat', 'bird'] +plurals = [animal + 's' for animal in animals] +plurals +``` + +Voici un autre exemple + +```{code-cell} python3 +range(8) +``` + +```{code-cell} python3 +doubles = [2 * x for x in range(8)] +doubles +``` + +## Comparaisons et opérateurs logiques + +### Comparaisons + +```{index} single: Python; Comparison +``` + +De nombreux types d'expressions différents s'évaluent à l'une des valeurs booléennes (c'est-à-dire `True` ou `False`). + +Un type courant est celui des comparaisons, telles que + +```{code-cell} python3 +x, y = 1, 2 +x < y +``` + +```{code-cell} python3 +x > y +``` + +L'une des belles fonctionnalités de Python est que nous pouvons *chaîner* les inégalités + +```{code-cell} python3 +1 < 2 < 3 +``` + +```{code-cell} python3 +1 <= 2 <= 3 +``` + +Comme nous l'avons vu précédemment, pour tester l'égalité nous utilisons `==` + +```{code-cell} python3 +x = 1 # Affectation +x == 2 # Comparaison +``` + +Pour « différent de » utilisez `!=` + +```{code-cell} python3 +1 != 2 +``` + +Notez que lors du test de conditions, nous pouvons utiliser **n'importe quelle** expression Python valide + +```{code-cell} python3 +x = 'yes' if 42 else 'no' +x +``` + +```{code-cell} python3 +x = 'yes' if [] else 'no' +x +``` + +Que se passe-t-il ici ? + +La règle est : + +* Les expressions qui s'évaluent à zéro, à des séquences ou conteneurs vides (chaînes, listes, etc.) et `None` sont toutes équivalentes à `False`. + * par exemple, `[]` et `()` sont équivalents à `False` dans une clause `if` +* Toutes les autres valeurs sont équivalentes à `True`. + * par exemple, `42` est équivalent à `True` dans une clause `if` + +### Combiner des expressions + +```{index} single: Python; Logical Expressions +``` + +Nous pouvons combiner des expressions à l'aide de `and`, `or` et `not`. + +Ce sont les connecteurs logiques standard (conjonction, disjonction et négation) + +```{code-cell} python3 +1 < 2 and 'f' in 'foo' +``` + +```{code-cell} python3 +1 < 2 and 'g' in 'foo' +``` + +```{code-cell} python3 +1 < 2 or 'g' in 'foo' +``` + +```{code-cell} python3 +not True +``` + +```{code-cell} python3 +not not True +``` + +Rappelez-vous + +* `P and Q` est `True` si les deux sont `True`, sinon `False` +* `P or Q` est `False` si les deux sont `False`, sinon `True` + +Nous pouvons également utiliser `all()` et `any()` pour tester une séquence d'expressions + +```{code-cell} python3 +all([1 <= 2 <= 3, 5 <= 6 <= 7]) +``` +```{code-cell} python3 +all([1 <= 2 <= 3, "a" in "letter"]) +``` +```{code-cell} python3 +any([1 <= 2 <= 3, "a" in "letter"]) +``` + +```{note} +* `all()` renvoie `True` lorsque *toutes* les valeurs/expressions booléennes de la séquence sont `True` +* `any()` renvoie `True` lorsque *l'une quelconque* des valeurs/expressions booléennes de la séquence est `True` +``` + +## Style de codage et documentation + +Un style de codage cohérent et l'utilisation de +la documentation peuvent rendre le code plus facile à comprendre et à maintenir. + +### Directives de style Python : PEP8 + +```{index} single: Python; PEP8 +``` + +Vous pouvez trouver la philosophie de programmation de Python en tapant `import this` à l'invite de commande. + +Entre autres choses, Python favorise fortement la cohérence dans le style de programmation. + +Nous avons tous entendu le dicton sur la cohérence et les petits esprits. + +En programmation, comme en mathématiques, le contraire est vrai + +* Un article mathématique où les symboles $\cup$ et $\cap$ seraient + inversés serait très difficile à lire, même si l'auteur vous le disait à la + première page. + +En Python, le style standard est exposé dans [PEP8](https://peps.python.org/pep-0008/). + +(Occasionnellement, nous nous écarterons de PEP8 dans ces cours pour mieux correspondre à la notation mathématique) + +(Docstrings)= +### Docstrings + +```{index} single: Python; Docstrings +``` + +Python dispose d'un système pour ajouter des commentaires aux modules, classes, fonctions, etc. appelé *docstrings*. + +Ce qui est agréable avec les docstrings, c'est qu'elles sont disponibles au moment de l'exécution. + +Essayez d'exécuter ceci + +```{code-cell} python3 +def f(x): + """ + This function squares its argument + """ + return x**2 +``` + +Après avoir exécuté ce code, la docstring est disponible + +```{code-cell} ipython +f? +``` + +```{code-block} ipython +:class: no-execute + +Type: function +String Form: +File: /home/john/temp/temp.py +Definition: f(x) +Docstring: This function squares its argument +``` + +```{code-cell} ipython +f?? +``` + +```{code-block} ipython +:class: no-execute + +Type: function +String Form: +File: /home/john/temp/temp.py +Definition: f(x) +Source: +def f(x): + """ + This function squares its argument + """ + return x**2 +``` + +Avec un point d'interrogation, nous affichons la docstring, et avec deux, nous obtenons aussi le code source. + +Vous pouvez trouver les conventions pour les docstrings dans [PEP257](https://peps.python.org/pep-0257/). + +## Exercices + +Résolvez les exercices suivants. + +(Pour certains, la fonction intégrée `sum()` s'avère pratique). + +```{exercise-start} +:label: pyess_ex1 +``` +Partie 1 : Étant donné deux listes ou tuples numériques `x_vals` et `y_vals` de longueur égale, calculez +leur produit scalaire en utilisant `zip()`. + +Partie 2 : En une seule ligne, comptez le nombre de nombres pairs dans 0,...,99. + +Partie 3 : Étant donné `pairs = ((2, 5), (4, 2), (9, 8), (12, 10))`, comptez le nombre de paires `(a, b)` +telles que `a` et `b` soient tous deux pairs. + +```{hint} +:class: dropdown + +`x % 2` renvoie 0 si `x` est pair, 1 sinon. + +``` + +```{exercise-end} +``` + + +```{solution-start} pyess_ex1 +:class: dropdown +``` + +**Solution de la partie 1 :** + +Voici une solution possible + +```{code-cell} python3 +x_vals = [1, 2, 3] +y_vals = [1, 1, 1] +sum([x * y for x, y in zip(x_vals, y_vals)]) +``` + +Cela fonctionne aussi + +```{code-cell} python3 +sum(x * y for x, y in zip(x_vals, y_vals)) +``` + +**Solution de la partie 2 :** + +Une solution est + +```{code-cell} python3 +sum([x % 2 == 0 for x in range(100)]) +``` + +Cela fonctionne aussi : + +```{code-cell} python3 +sum(x % 2 == 0 for x in range(100)) +``` + +Quelques alternatives moins naturelles qui aident néanmoins à illustrer la +flexibilité des compréhensions de liste sont + +```{code-cell} python3 +len([x for x in range(100) if x % 2 == 0]) +``` + +et + +```{code-cell} python3 +sum([1 for x in range(100) if x % 2 == 0]) +``` + +**Solution de la partie 3 :** + +Voici une possibilité + +```{code-cell} python3 +pairs = ((2, 5), (4, 2), (9, 8), (12, 10)) +sum([x % 2 == 0 and y % 2 == 0 for x, y in pairs]) +``` + +```{solution-end} +``` + +```{exercise-start} +:label: pyess_ex2 +``` + +Considérez le polynôme + +```{math} +:label: polynom0 + +p(x) += a_0 + a_1 x + a_2 x^2 + \cdots a_n x^n += \sum_{i=0}^n a_i x^i +``` + +Écrivez une fonction `p` telle que `p(x, coeff)` calcule la valeur dans {eq}`polynom0` étant donné un point `x` et une liste de coefficients `coeff` ($a_1, a_2, \cdots a_n$). + +Essayez d'utiliser `enumerate()` dans votre boucle. + +```{exercise-end} +``` + +```{solution-start} pyess_ex2 +:class: dropdown +``` +Voici une solution : + +```{code-cell} python3 +def p(x, coeff): + return sum(a * x**i for i, a in enumerate(coeff)) +``` + +```{code-cell} python3 +p(1, (2, 4)) +``` + +```{solution-end} +``` + + +```{exercise-start} +:label: pyess_ex3 +``` + +Écrivez une fonction qui prend une chaîne comme argument et renvoie le nombre de lettres majuscules dans la chaîne. + +```{hint} +:class: dropdown + +`'foo'.upper()` renvoie `'FOO'`. + +``` + +```{exercise-end} +``` + +```{solution-start} pyess_ex3 +:class: dropdown +``` + +Voici une solution : + +```{code-cell} python3 +def f(string): + count = 0 + for letter in string: + if letter == letter.upper() and letter.isalpha(): + count += 1 + return count + +f('The Rain in Spain') +``` + +Une alternative, solution plus pythonique : + +```{code-cell} python3 +def count_uppercase_chars(s): + return sum([c.isupper() for c in s]) + +count_uppercase_chars('The Rain in Spain') +``` + +```{solution-end} +``` + + + +```{exercise} +:label: pyess_ex4 + +Écrivez une fonction qui prend deux séquences `seq_a` et `seq_b` comme arguments et +renvoie `True` si chaque élément de `seq_a` est également un élément de `seq_b`, sinon +`False`. + +* Par « séquence », nous entendons une liste, un tuple ou une chaîne. +* Faites l'exercice sans utiliser les [ensembles](https://docs.python.org/3/tutorial/datastructures.html#sets) ni les méthodes d'ensemble. +``` + +```{solution-start} pyess_ex4 +:class: dropdown +``` + +Voici une solution : + +```{code-cell} python3 +def f(seq_a, seq_b): + for a in seq_a: + if a not in seq_b: + return False + return True + +# == test == # +print(f("ab", "cadb")) +print(f("ab", "cjdb")) +print(f([1, 2], [1, 2, 3])) +print(f([1, 2, 3], [1, 2])) +``` + +Une alternative, solution plus pythonique utilisant `all()` : + +```{code-cell} python3 +def f(seq_a, seq_b): + return all([i in seq_b for i in seq_a]) + +# == test == # +print(f("ab", "cadb")) +print(f("ab", "cjdb")) +print(f([1, 2], [1, 2, 3])) +print(f([1, 2, 3], [1, 2])) +``` + +Bien sûr, si nous utilisons le type de données `sets`, la solution est plus facile + +```{code-cell} python3 +def f(seq_a, seq_b): + return set(seq_a).issubset(set(seq_b)) +``` + +```{solution-end} +``` + + +```{exercise} +:label: pyess_ex5 + +Lorsque nous couvrirons les bibliothèques numériques, nous verrons qu'elles incluent de nombreuses +alternatives pour l'interpolation et l'approximation de fonctions. + +Néanmoins, écrivons notre propre routine d'approximation de fonction comme exercice. + +En particulier, sans utiliser aucun import, écrivez une fonction `linapprox` qui prend comme arguments + +* Une fonction `f` mappant un certain intervalle $[a, b]$ dans $\mathbb R$. +* Deux scalaires `a` et `b` fournissant les limites de cet intervalle. +* Un entier `n` déterminant le nombre de points de grille. +* Un nombre `x` satisfaisant `a <= x <= b`. + +et renvoie l'[interpolation linéaire par morceaux](https://en.wikipedia.org/wiki/Linear_interpolation) de `f` en `x`, basée sur `n` points de grille régulièrement espacés `a = point[0] < point[1] < ... < point[n-1] = b`. + +Visez la clarté, pas l'efficacité. +``` + +```{solution-start} pyess_ex5 +:class: dropdown +``` +Voici une solution : + +```{code-cell} python3 +def linapprox(f, a, b, n, x): + """ + Evaluates the piecewise linear interpolant of f at x on the interval + [a, b], with n evenly spaced grid points. + + Parameters + ========== + f : function + The function to approximate + + x, a, b : scalars (floats or integers) + Evaluation point and endpoints, with a <= x <= b + + n : integer + Number of grid points + + Returns + ======= + A float. The interpolant evaluated at x + + """ + length_of_interval = b - a + num_subintervals = n - 1 + step = length_of_interval / num_subintervals + + # === trouver le premier point de grille plus grand que x === # + point = a + while point <= x: + point += step + + # === x doit se situer entre les points de grille (point - step) et point === # + u, v = point - step, point + + return f(u) + (x - u) * (f(v) - f(u)) / (v - u) +``` + +```{solution-end} +``` + + +```{exercise-start} +:label: pyess_ex6 +``` + +En utilisant la syntaxe de compréhension de liste, nous pouvons simplifier la boucle dans le +code suivant. + +```{code-cell} python3 +import numpy as np + +rng = np.random.default_rng() +n = 100 +ϵ_values = [] +for i in range(n): + e = rng.standard_normal() + ϵ_values.append(e) +``` + +```{exercise-end} +``` + +```{solution-start} pyess_ex6 +:class: dropdown +``` + +Voici une solution. + +```{code-cell} python3 +rng = np.random.default_rng() +n = 100 +ϵ_values = [rng.standard_normal() for i in range(n)] +``` + +```{solution-end} +``` \ No newline at end of file diff --git a/lectures/python_oop.md b/lectures/python_oop.md new file mode 100644 index 0000000..915c33d --- /dev/null +++ b/lectures/python_oop.md @@ -0,0 +1,905 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: "POO II\_: Construire des classes" + headings: + Overview: Vue d'ensemble + OOP Review: Révision de la POO + OOP Review::Key Concepts: Concepts clés + OOP Review::Why is OOP Useful?: "Pourquoi la POO est-elle utile\_?" + Defining Your Own Classes: Définir vos propres classes + 'Defining Your Own Classes::Example: A Consumer Class': "Exemple\_: une classe Consommateur" + 'Defining Your Own Classes::Example: A Consumer Class::Usage': Utilisation + 'Defining Your Own Classes::Example: A Consumer Class::Self': Self + 'Defining Your Own Classes::Example: A Consumer Class::Details': Détails + 'Defining Your Own Classes::Example: The Solow Growth Model': "Exemple\_: le modèle de croissance de Solow" + 'Defining Your Own Classes::Example: A Market': "Exemple\_: un marché" + 'Defining Your Own Classes::Example: Chaos': "Exemple\_: le chaos" + Special Methods: Méthodes spéciales + Exercises: Exercices +--- + +(python_oop)= +```{raw} jupyter + +``` + +# {index}`POO II : Construire des classes ` + +```{index} single: Python; Programmation orientée objet +``` + +## Vue d'ensemble + +Dans un {doc}`cours précédent `, nous avons appris quelques fondements de la programmation orientée objet. + +Les objectifs de ce cours sont les suivants + +* aborder la POO plus en profondeur +* apprendre à construire nos propres objets, spécialisés selon nos besoins + +Par exemple, vous savez déjà comment + +* créer des listes, des chaînes de caractères et d'autres objets Python +* utiliser leurs méthodes pour modifier leur contenu + +Imaginez maintenant que vous vouliez écrire un programme avec des consommateurs, qui peuvent + +* détenir et dépenser de l'argent +* consommer des biens +* travailler et gagner de l'argent + +Une solution naturelle en Python consisterait à créer des consommateurs sous forme d'objets ayant + +* des données, telles que l'argent disponible +* des méthodes, telles que `buy` ou `work` qui agissent sur ces données + +Python rend cela facile, en vous fournissant des **définitions de classes**. + +Les classes sont des plans qui vous aident à construire des objets selon vos propres spécifications. + +Il faut un peu de temps pour s'habituer à la syntaxe, c'est pourquoi nous fournirons de nombreux exemples. + +Nous utiliserons les importations suivantes : + +```{code-cell} ipython +import numpy as np +import matplotlib.pyplot as plt +``` + +## Révision de la POO + +La POO est prise en charge dans de nombreux langages : + +* JAVA et Ruby sont des langages relativement purement orientés objet. +* Python prend en charge à la fois la programmation procédurale et orientée objet. +* Fortran et MATLAB sont principalement procéduraux, avec quelques ajouts récents de POO. +* C est un langage procédural, tandis que C++ est du C avec la POO ajoutée par-dessus. + +Abordons les concepts généraux de la POO avant de nous spécialiser sur Python. + +### Concepts clés + +```{index} single: Programmation orientée objet; Concepts clés +``` + +Comme nous l'avons vu dans un {doc}`cours précédent `, dans le paradigme de la POO, les données et les fonctions sont **regroupées** en « objets ». + +Un exemple est une liste Python, qui non seulement stocke des données mais sait aussi comment se trier elle-même, etc. + +```{code-cell} python3 +x = [1, 5, 4] +x.sort() +x +``` + +Comme nous le savons maintenant, `sort` est une fonction qui « fait partie » de l'objet liste — et donc appelée une *méthode*. + +Si nous voulons créer nos propres types d'objets, nous devons utiliser des définitions de classes. + +Une *définition de classe* est un plan pour une classe particulière d'objets (par exemple, des listes, des chaînes de caractères ou des nombres complexes). + +Elle décrit + +* Quel type de données la classe stocke +* Quelles méthodes elle possède pour agir sur ces données + +Un *objet* ou *instance* est une réalisation de la classe, créée à partir du plan + +* Chaque instance possède ses propres données uniques. +* Les méthodes définies dans la définition de classe agissent sur ces données (et d'autres). + +En Python, les données et les méthodes d'un objet sont collectivement appelées *attributs*. + +Les attributs sont accessibles via la « notation d'attribut par point » + +* `object_name.data` +* `object_name.method_name()` + +Dans l'exemple + +```{code-cell} python3 +x = [1, 5, 4] +x.sort() +x.__class__ +``` + +* `x` est un objet ou une instance, créé à partir de la définition des listes Python, mais avec ses propres données particulières. +* `x.sort()` et `x.__class__` sont deux attributs de `x`. +* `dir(x)` peut être utilisé pour afficher tous les attributs de `x`. + +(why_oop)= +### Pourquoi la POO est-elle utile ? + +La POO est utile pour la même raison que l'abstraction est utile : pour reconnaître et exploiter la structure commune. + +Par exemple, + +* *une chaîne de Markov* consiste en un ensemble d'états, une distribution de probabilité initiale sur les états, et une collection de probabilités de passage d'un état à un autre +* *une théorie de l'équilibre général* consiste en un espace de biens, des préférences, des technologies, et une définition d'équilibre +* *un jeu* consiste en une liste de joueurs, des listes d'actions disponibles pour chaque joueur, les gains de chaque joueur en fonction des actions de tous les autres joueurs, et un protocole de timing + +Ce sont toutes des abstractions qui regroupent des « objets » du même « type ». + +Reconnaître une structure commune nous permet d'employer des outils communs. + +En théorie économique, il peut s'agir d'une proposition qui s'applique à tous les jeux d'un certain type. + +En Python, il peut s'agir d'une méthode utile pour toutes les chaînes de Markov (par exemple, `simulate`). + +Lorsque nous utilisons la POO, la méthode `simulate` est commodément regroupée avec l'objet chaîne de Markov. + +## Définir vos propres classes + +```{index} single: Programmation orientée objet; Classes +``` + +Construisons quelques classes simples pour commencer. + +(oop_consumer_class)= +Avant de le faire, afin d'illustrer une partie de la puissance des classes, nous allons définir deux fonctions que nous appellerons `earn` et `spend`. + +```{code-cell} python3 +def earn(w,y): + "Consumer with inital wealth w earns y" + return w+y + +def spend(w,x): + "consumer with initial wealth w spends x" + new_wealth = w -x + if new_wealth < 0: + print("Insufficient funds") + else: + return new_wealth +``` + +La fonction `earn` prend la richesse initiale d'un consommateur $w$ et y ajoute ses gains actuels $y$. + +La fonction `spend` prend la richesse initiale d'un consommateur $w$ et en déduit ses dépenses actuelles $x$. + +Nous pouvons utiliser ces deux fonctions pour suivre la richesse d'un consommateur au fur et à mesure qu'il gagne et dépense. + +Par exemple + +```{code-cell} python3 +w0=100 +w1=earn(w0,10) +w2=spend(w1,20) +w3=earn(w2,10) +w4=spend(w3,20) +print("w0,w1,w2,w3,w4 = ", w0,w1,w2,w3,w4) +``` + +Une *classe* regroupe un ensemble de données liées à une *instance* particulière avec une collection de fonctions qui opèrent sur ces données. + +Dans notre exemple, une *instance* sera le nom d'une *personne* particulière dont les *données d'instance* consistent uniquement en sa richesse. + +(Dans d'autres exemples, les *données d'instance* consisteront en un vecteur de données.) + +Dans notre exemple, deux fonctions `earn` et `spend` peuvent être appliquées aux données d'instance actuelles. + +Prises ensemble, les données d'instance et les fonctions sont appelées *attributs*. + +Ceux-ci sont facilement accessibles de la manière que nous allons décrire maintenant. + +### Exemple : une classe Consommateur + +Nous allons construire une classe `Consumer` avec + +* un attribut `wealth` qui stocke la richesse du consommateur (données) +* une méthode `earn`, où `earn(y)` augmente la richesse du consommateur de `y` +* une méthode `spend`, où `spend(x)` soit diminue la richesse de `x`, soit renvoie une erreur si les fonds sont insuffisants + +Certes un peu artificiel, cet exemple de classe nous aide à intérioriser une syntaxe particulière. + +Voici comment nous mettons en place notre classe Consommateur. + +```{code-cell} python3 +class Consumer: + + def __init__(self, w): + "Initialize consumer with w dollars of wealth" + self.wealth = w + + def earn(self, y): + "The consumer earns y dollars" + self.wealth += y + + def spend(self, x): + "The consumer spends x dollars if feasible" + new_wealth = self.wealth - x + if new_wealth < 0: + print("Insufficent funds") + else: + self.wealth = new_wealth +``` + +Il y a une syntaxe spéciale ici, alors examinons-la attentivement + +* Le mot-clé `class` indique que nous construisons une classe. + +La classe `Consumer` définit les données d'instance `wealth` et trois méthodes : `__init__`, `earn` et `spend` + +* `wealth` est une *donnée d'instance* car chaque consommateur que nous créons (chaque instance de la classe `Consumer`) aura ses propres données de richesse. + +Les méthodes `earn` et `spend` déploient les fonctions que nous avons décrites précédemment et qui peuvent potentiellement être appliquées aux données d'instance `wealth`. + +La méthode `__init__` est une *méthode constructeur*. + +Chaque fois que nous créons une instance de la classe, la méthode `__init_` sera appelée automatiquement. + +L'appel de `__init__` met en place un « espace de noms » pour contenir les données d'instance — nous y reviendrons bientôt. + +Nous discuterons également en détail ci-dessous du rôle du particulier dispositif de gestion `self`. + +#### Utilisation + +Voici un exemple dans lequel nous utilisons la classe `Consumer` pour créer une instance d'un consommateur que nous nommons affectueusement $c1$. + +Après avoir créé le consommateur $c1$ et l'avoir doté d'une richesse initiale de $10$, nous appliquerons la méthode `spend`. + +```{code-cell} python3 +c1 = Consumer(10) # Create instance with initial wealth 10 +c1.spend(5) +c1.wealth +``` + +```{code-cell} python3 +c1.earn(15) +c1.spend(100) +``` + +Nous pouvons bien sûr créer plusieurs instances, c'est-à-dire plusieurs consommateurs, chacun avec son propre nom et ses propres données + +```{code-cell} python3 +c1 = Consumer(10) +c2 = Consumer(12) +c2.spend(4) +c2.wealth +``` + +```{code-cell} python3 +c1.wealth +``` + +Chaque instance, c'est-à-dire chaque consommateur, stocke ses données dans un dictionnaire d'espace de noms distinct + +```{code-cell} python3 +c1.__dict__ +``` + +```{code-cell} python3 +c2.__dict__ +``` + +Lorsque nous accédons aux attributs ou les définissons, nous modifions en réalité simplement le dictionnaire maintenu par l'instance. + +#### Self + +Si vous regardez à nouveau la définition de la classe `Consumer`, vous verrez le mot self tout au long du code. + +Les règles d'utilisation de `self` lors de la création d'une classe sont les suivantes + +* Toute donnée d'instance doit être préfixée par `self` + * par exemple, la méthode `earn` utilise `self.wealth` plutôt que simplement `wealth` +* Une méthode définie dans le code qui définit la classe doit avoir `self` comme premier argument + * par exemple, `def earn(self, y)` plutôt que simplement `def earn(y)` +* Toute méthode référencée dans la classe doit être appelée comme `self.method_name` + +Il n'y a pas d'exemples de la dernière règle dans le code précédent, mais nous en verrons quelques-uns sous peu. + +#### Détails + +Dans cette section, nous examinons quelques détails plus formels liés aux classes et à `self` + +* Vous pourriez souhaiter passer directement à {ref}`la section suivante ` lors de votre première lecture de ce cours. +* Vous pourrez revenir à ces détails après vous être familiarisé avec davantage d'exemples. + +Les méthodes vivent en réalité à l'intérieur d'un objet de classe formé lorsque l'interpréteur lit la définition de la classe + +```{code-cell} python3 +print(Consumer.__dict__) # Show __dict__ attribute of class object +``` + +Notez comment les trois méthodes `__init__`, `earn` et `spend` sont stockées dans l'objet de classe. + +Considérons le code suivant + +```{code-cell} python3 +c1 = Consumer(10) +c1.earn(10) +c1.wealth +``` + +Lorsque vous appelez `earn` via `c1.earn(10)`, l'interpréteur passe l'instance `c1` et l'argument `10` à `Consumer.earn`. + +En fait, les deux suivants sont équivalents + +* `c1.earn(10)` +* `Consumer.earn(c1, 10)` + +Dans l'appel de fonction `Consumer.earn(c1, 10)`, notez que `c1` est le premier argument. + +Rappelez-vous que dans la définition de la méthode `earn`, `self` est le premier paramètre + +```{code-cell} python3 +def earn(self, y): + "The consumer earns y dollars" + self.wealth += y +``` + +Le résultat final est que `self` est lié à l'instance `c1` à l'intérieur de l'appel de fonction. + +C'est pourquoi l'instruction `self.wealth += y` à l'intérieur de `earn` finit par modifier `c1.wealth`. + +(oop_solow_growth)= +### Exemple : le modèle de croissance de Solow + +```{index} single: Programmation orientée objet; Méthodes +``` + +Pour notre prochain exemple, écrivons une classe simple pour implémenter le modèle de croissance de Solow. + +Le modèle de croissance de Solow est un modèle de croissance néoclassique dans lequel le stock de capital par habitant $k_t$ évolue selon la règle + +```{math} +:label: solow_lom + +k_{t+1} = \frac{s z k_t^{\alpha} + (1 - \delta) k_t}{1 + n} +``` + +Ici + +* $s$ est un taux d'épargne donné de manière exogène +* $z$ est un paramètre de productivité +* $\alpha$ est la part du capital dans le revenu +* $n$ est le taux de croissance de la population +* $\delta$ est le taux de dépréciation + +Un **état stationnaire** du modèle est un $k$ qui résout {eq}`solow_lom` lorsque $k_{t+1} = k_t = k$. + +Voici une classe qui implémente ce modèle. + +Quelques points intéressants dans le code sont + +* Une instance conserve un enregistrement de son stock de capital actuel dans la variable `self.k`. +* La méthode `h` implémente le membre de droite de {eq}`solow_lom`. +* La méthode `update` utilise `h` pour mettre à jour le capital conformément à {eq}`solow_lom`. + * Remarquez comment, à l'intérieur de `update`, la référence à la méthode locale `h` est `self.h`. + +Les méthodes `steady_state` et `generate_sequence` sont assez explicites + +```{code-cell} python3 +class Solow: + r""" + Implements the Solow growth model with the update rule + + k_{t+1} = [(s z k^α_t) + (1 - δ)k_t] /(1 + n) + + """ + def __init__(self, n=0.05, # population growth rate + s=0.25, # savings rate + δ=0.1, # depreciation rate + α=0.3, # share of labor + z=2.0, # productivity + k=1.0): # current capital stock + + self.n, self.s, self.δ, self.α, self.z = n, s, δ, α, z + self.k = k + + def h(self): + "Evaluate the h function" + # Unpack parameters (get rid of self to simplify notation) + n, s, δ, α, z = self.n, self.s, self.δ, self.α, self.z + # Apply the update rule + return (s * z * self.k**α + (1 - δ) * self.k) / (1 + n) + + def update(self): + "Update the current state (i.e., the capital stock)." + self.k = self.h() + + def steady_state(self): + "Compute the steady state value of capital." + # Unpack parameters (get rid of self to simplify notation) + n, s, δ, α, z = self.n, self.s, self.δ, self.α, self.z + # Compute and return steady state + return ((s * z) / (n + δ))**(1 / (1 - α)) + + def generate_sequence(self, t): + "Generate and return a time series of length t" + path = [] + for i in range(t): + path.append(self.k) + self.update() + return path +``` + +Voici un petit programme qui utilise la classe pour calculer des séries temporelles à partir de deux conditions initiales différentes. + +L'état stationnaire commun est également tracé à des fins de comparaison + +```{code-cell} ipython +s1 = Solow() +s2 = Solow(k=8.0) + +T = 60 +fig, ax = plt.subplots(figsize=(9, 6)) + +# Trace la valeur commune de l'état stationnaire du capital +ax.plot([s1.steady_state()]*T, 'k-', label='état stationnaire') + +# Trace les séries temporelles pour chaque économie +for s in s1, s2: + lb = f'série du capital à partir de l\'état initial {s.k}' + ax.plot(s.generate_sequence(T), 'o-', lw=2, alpha=0.6, label=lb) + +ax.set_xlabel('$t$', fontsize=14) +ax.set_ylabel('$k_t$', fontsize=14) +ax.legend() +plt.show() +``` + +### Exemple : un marché + +Ensuite, écrivons une classe pour un marché concurrentiel dans lequel les acheteurs et les vendeurs sont tous deux preneurs de prix. + +Le marché consiste en les objets suivants : + +* Une courbe de demande linéaire $Q = a_d - b_d p$ +* Une courbe d'offre linéaire $Q = a_z + b_z (p - t)$ + +Ici + +* $p$ est le prix payé par l'acheteur, $Q$ est la quantité et $t$ est une taxe unitaire. +* Les autres symboles sont des paramètres de demande et d'offre. + +La classe fournit des méthodes pour calculer diverses valeurs d'intérêt, y compris le prix et la quantité d'équilibre concurrentiel, les recettes fiscales collectées, le surplus du consommateur et le surplus du producteur. + +Voici notre implémentation. + +(Elle utilise une fonction de SciPy appelée quad pour l'intégration numérique — un sujet dont nous parlerons davantage plus tard.) + +```{code-cell} python3 +from scipy.integrate import quad + +class Market: + + def __init__(self, ad, bd, az, bz, tax): + """ + Set up market parameters. All parameters are scalars. See + https://lectures.quantecon.org/py/python_oop.html for interpretation. + + """ + self.ad, self.bd, self.az, self.bz, self.tax = ad, bd, az, bz, tax + if ad < az: + raise ValueError('Insufficient demand.') + + def price(self): + "Compute equilibrium price" + return (self.ad - self.az + self.bz * self.tax) / (self.bd + self.bz) + + def quantity(self): + "Compute equilibrium quantity" + return self.ad - self.bd * self.price() + + def consumer_surp(self): + "Compute consumer surplus" + # == Compute area under inverse demand function == # + integrand = lambda x: (self.ad / self.bd) - (1 / self.bd) * x + area, error = quad(integrand, 0, self.quantity()) + return area - self.price() * self.quantity() + + def producer_surp(self): + "Compute producer surplus" + # == Compute area above inverse supply curve, excluding tax == # + integrand = lambda x: -(self.az / self.bz) + (1 / self.bz) * x + area, error = quad(integrand, 0, self.quantity()) + return (self.price() - self.tax) * self.quantity() - area + + def taxrev(self): + "Compute tax revenue" + return self.tax * self.quantity() + + def inverse_demand(self, x): + "Compute inverse demand" + return self.ad / self.bd - (1 / self.bd)* x + + def inverse_supply(self, x): + "Compute inverse supply curve" + return -(self.az / self.bz) + (1 / self.bz) * x + self.tax + + def inverse_supply_no_tax(self, x): + "Compute inverse supply curve without tax" + return -(self.az / self.bz) + (1 / self.bz) * x +``` + +Voici un exemple d'utilisation + +```{code-cell} python3 +baseline_params = 15, .5, -2, .5, 3 +m = Market(*baseline_params) +print("equilibrium price = ", m.price()) +``` + +```{code-cell} python3 +print("consumer surplus = ", m.consumer_surp()) +``` + +Voici un court programme qui utilise cette classe pour tracer une courbe de demande inverse avec des courbes d'offre inverse avec et sans taxes + +```{code-cell} python3 +# Baseline ad, bd, az, bz, tax +baseline_params = 15, .5, -2, .5, 3 +m = Market(*baseline_params) + +q_max = m.quantity() * 2 +q_grid = np.linspace(0.0, q_max, 100) +pd = m.inverse_demand(q_grid) +ps = m.inverse_supply(q_grid) +psno = m.inverse_supply_no_tax(q_grid) + +fig, ax = plt.subplots() +ax.plot(q_grid, pd, lw=2, alpha=0.6, label='demande') +ax.plot(q_grid, ps, lw=2, alpha=0.6, label='offre') +ax.plot(q_grid, psno, '--k', lw=2, alpha=0.6, label='offre sans taxe') +ax.set_xlabel('quantité', fontsize=14) +ax.set_xlim(0, q_max) +ax.set_ylabel('prix', fontsize=14) +ax.legend(loc='lower right', frameon=False, fontsize=14) +plt.show() +``` + +Le programme suivant fournit une fonction qui + +* prend une instance de `Market` comme paramètre +* calcule la perte sèche résultant de l'imposition de la taxe + +```{code-cell} python3 +def deadw(m): + "Computes deadweight loss for market m." + # == Create analogous market with no tax == # + m_no_tax = Market(m.ad, m.bd, m.az, m.bz, 0) + # == Compare surplus, return difference == # + surp1 = m_no_tax.consumer_surp() + m_no_tax.producer_surp() + surp2 = m.consumer_surp() + m.producer_surp() + m.taxrev() + return surp1 - surp2 +``` + +Voici un exemple d'utilisation + +```{code-cell} python3 +baseline_params = 15, .5, -2, .5, 3 +m = Market(*baseline_params) +deadw(m) # Show deadweight loss +``` + +### Exemple : le chaos + +Examinons un exemple de plus, lié à la dynamique chaotique dans les systèmes non linéaires. + +Une règle de transition simple qui peut générer des trajectoires temporelles erratiques est la carte logistique + +```{math} +:label: quadmap2 + +x_{t+1} = r x_t(1 - x_t) , +\quad x_0 \in [0, 1], +\quad r \in [0, 4] +``` + +Écrivons une classe pour générer des séries temporelles à partir de ce modèle. + +Voici une implémentation + +```{code-cell} python3 +class Chaos: + """ + Models the dynamical system :math:`x_{t+1} = r x_t (1 - x_t)` + """ + def __init__(self, x0, r): + """ + Initialize with state x0 and parameter r + """ + self.x, self.r = x0, r + + def update(self): + "Apply the map to update state." + self.x = self.r * self.x *(1 - self.x) + + def generate_sequence(self, n): + "Generate and return a sequence of length n." + path = [] + for i in range(n): + path.append(self.x) + self.update() + return path +``` + +Voici un exemple d'utilisation + +```{code-cell} python3 +ch = Chaos(0.1, 4.0) # x0 = 0.1 and r = 0.4 +ch.generate_sequence(5) # First 5 iterates +``` + +Ce morceau de code trace une trajectoire plus longue + +```{code-cell} python3 +ch = Chaos(0.1, 4.0) +ts_length = 250 + +fig, ax = plt.subplots() +ax.set_xlabel('$t$', fontsize=14) +ax.set_ylabel('$x_t$', fontsize=14) +x = ch.generate_sequence(ts_length) +ax.plot(range(ts_length), x, 'bo-', alpha=0.5, lw=2, label='$x_t$') +plt.show() +``` + +Le morceau de code suivant fournit un diagramme de bifurcation + +```{code-cell} python3 +fig, ax = plt.subplots() +ch = Chaos(0.1, 4) +r = 2.5 +while r < 4: + ch.r = r + t = ch.generate_sequence(1000)[950:] + ax.plot([r] * len(t), t, 'b.', ms=0.6) + r = r + 0.005 + +ax.set_xlabel('$r$', fontsize=16) +ax.set_ylabel('$x_t$', fontsize=16) +plt.show() +``` + +Sur l'axe horizontal se trouve le paramètre $r$ dans {eq}`quadmap2`. + +L'axe vertical est l'espace d'états $[0, 1]$. + +Pour chaque $r$, nous calculons une longue série temporelle puis traçons la queue (les 50 derniers points). + +La queue de la séquence nous montre où la trajectoire se concentre après s'être stabilisée dans une sorte d'état stationnaire, si un état stationnaire existe. + +Le fait qu'elle se stabilise, et le caractère de l'état stationnaire vers lequel elle se stabilise, dépendent de la valeur de $r$. + +Pour $r$ entre environ 2,5 et 3, la série temporelle se stabilise en un point fixe unique tracé sur l'axe vertical. + +Pour $r$ entre environ 3 et 3,45, la série temporelle se stabilise en oscillant entre les deux valeurs tracées sur l'axe vertical. + +Pour $r$ un peu plus élevé que 3,45, la série temporelle se stabilise en oscillant entre les quatre valeurs tracées sur l'axe vertical. + +Remarquez qu'il n'y a aucune valeur de $r$ qui conduit à un état stationnaire oscillant entre trois valeurs. + +## Méthodes spéciales + +```{index} single: Programmation orientée objet; Méthodes spéciales +``` + +Python fournit des méthodes spéciales qui s'avèrent pratiques. + +Par exemple, rappelez-vous que les listes et les tuples ont une notion de longueur et que cette longueur peut être interrogée via la fonction `len` + +```{code-cell} python3 +x = (10, 20) +len(x) +``` + +Si vous souhaitez fournir une valeur de retour pour la fonction `len` lorsqu'elle est appliquée à votre objet défini par l'utilisateur, utilisez la méthode spéciale `__len__` + +```{code-cell} python3 +class Foo: + + def __len__(self): + return 42 +``` + +Maintenant nous obtenons + +```{code-cell} python3 +f = Foo() +len(f) +``` + +(call_method)= +Une méthode spéciale que nous utiliserons régulièrement est la méthode `__call__`. + +Cette méthode peut être utilisée pour rendre vos instances appelables, tout comme des fonctions + +```{code-cell} python3 +class Foo: + + def __call__(self, x): + return x + 42 +``` + +Après l'exécution nous obtenons + +```{code-cell} python3 +f = Foo() +f(8) # Exactly equivalent to f.__call__(8) +``` + +L'exercice 1 fournit un exemple plus utile. + +## Exercices + +```{exercise-start} +:label: oop_ex1 +``` + +La [fonction de répartition empirique (ecdf)](https://en.wikipedia.org/wiki/Empirical_distribution_function) correspondant à un échantillon $\{X_i\}_{i=1}^n$ est définie comme + +```{math} +:label: emdist + +F_n(x) := \frac{1}{n} \sum_{i=1}^n \mathbf{1}\{X_i \leq x\} + \qquad (x \in \mathbb{R}) +``` + +Ici $\mathbf{1}\{X_i \leq x\}$ est une fonction indicatrice (un si $X_i \leq x$ et zéro sinon) et donc $F_n(x)$ est la fraction de l'échantillon qui tombe en dessous de $x$. + +Le théorème de Glivenko-Cantelli stipule que, à condition que l'échantillon soit i.i.d., l'ecdf $F_n$ converge vers la véritable fonction de répartition $F$. + +Implémentez $F_n$ sous forme d'une classe appelée `ECDF`, où + +* Un échantillon donné $\{X_i\}_{i=1}^n$ sont les données d'instance, stockées sous `self.observations`. +* La classe implémente une méthode `__call__` qui renvoie $F_n(x)$ pour tout $x$. + +Votre code devrait fonctionner comme suit (au hasard près) + +```{code-block} python3 +:class: no-execute + +from random import uniform + +samples = [uniform(0, 1) for i in range(10)] +F = ECDF(samples) +F(0.5) # Evaluate ecdf at x = 0.5 +``` + +```{code-block} python3 +:class: no-execute + +F.observations = [uniform(0, 1) for i in range(1000)] +F(0.5) +``` + +Visez la clarté, pas l'efficacité. + +```{exercise-end} +``` + +```{solution-start} oop_ex1 +:class: dropdown +``` + +```{code-cell} python3 +class ECDF: + + def __init__(self, observations): + self.observations = observations + + def __call__(self, x): + counter = 0.0 + for obs in self.observations: + if obs <= x: + counter += 1 + return counter / len(self.observations) +``` + +```{code-cell} python3 +# == test == # + +from random import uniform + +samples = [uniform(0, 1) for i in range(10)] +F = ECDF(samples) + +print(F(0.5)) # Evaluate ecdf at x = 0.5 + +F.observations = [uniform(0, 1) for i in range(1000)] + +print(F(0.5)) +``` + +```{solution-end} +``` + + +```{exercise-start} +:label: oop_ex2 +``` + +Dans un {ref}`exercice précédent `, vous avez écrit une fonction pour évaluer des polynômes. + +Cet exercice est une extension, où la tâche consiste à construire une classe simple appelée `Polynomial` pour représenter et manipuler des fonctions polynomiales telles que + +```{math} +:label: polynom + +p(x) = a_0 + a_1 x + a_2 x^2 + \cdots a_N x^N = \sum_{n=0}^N a_n x^n + \qquad (x \in \mathbb{R}) +``` + +Les données d'instance de la classe `Polynomial` seront les coefficients (dans le cas de {eq}`polynom`, les nombres $a_0, \ldots, a_N$). + +Fournissez des méthodes qui + +1. Évaluent le polynôme {eq}`polynom`, renvoyant $p(x)$ pour tout $x$. +1. Différencient le polynôme, en remplaçant les coefficients d'origine par ceux de sa dérivée $p'$. + +Évitez d'utiliser toute instruction `import`. + +```{exercise-end} +``` + +```{solution-start} oop_ex2 +:class: dropdown +``` + +```{code-cell} python3 +class Polynomial: + + def __init__(self, coefficients): + """ + Creates an instance of the Polynomial class representing + + p(x) = a_0 x^0 + ... + a_N x^N, + + where a_i = coefficients[i]. + """ + self.coefficients = coefficients + + def __call__(self, x): + "Evaluate the polynomial at x." + y = 0 + for i, a in enumerate(self.coefficients): + y += a * x**i + return y + + def differentiate(self): + "Reset self.coefficients to those of p' instead of p." + new_coefficients = [] + for i, a in enumerate(self.coefficients): + new_coefficients.append(i * a) + # Remove the first element, which is zero + del new_coefficients[0] + # And reset coefficients data to new values + self.coefficients = new_coefficients + return new_coefficients +``` + +```{solution-end} +``` \ No newline at end of file diff --git a/lectures/scipy.md b/lectures/scipy.md new file mode 100644 index 0000000..54f36c2 --- /dev/null +++ b/lectures/scipy.md @@ -0,0 +1,653 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: SciPy + headings: + Overview: Vue d'ensemble + SciPy versus NumPy: SciPy versus NumPy + Statistics: Statistiques + Statistics::Random Variables and Distributions: Variables aléatoires et lois de probabilité + Statistics::Alternative Syntax: Syntaxe alternative + Statistics::Other Goodies in scipy.stats: Autres trouvailles dans scipy.stats + Roots and Fixed Points: Racines et points fixes + Roots and Fixed Points::Bisection: Bisection + Roots and Fixed Points::The Newton-Raphson Method: La méthode de Newton-Raphson + Roots and Fixed Points::Hybrid Methods: Méthodes hybrides + Roots and Fixed Points::Multivariate Root-Finding: Recherche de racines multivariée + Roots and Fixed Points::Fixed Points: Points fixes + Optimization: Optimisation + Optimization::Multivariate Optimization: Optimisation multivariée + Integration: Intégration + Linear Algebra: Algèbre linéaire + Exercises: Exercices +--- + +(sp)= +```{raw} jupyter + +``` + +# {index}`SciPy ` + +```{index} single: Python; SciPy +``` + +En plus de ce qui est inclus dans Anaconda, ce cours nécessitera les bibliothèques suivantes : + +```{code-cell} ipython3 +:tags: [hide-output] + +!pip install --upgrade quantecon +``` + +Nous utilisons les importations suivantes. + +```{code-cell} ipython3 +import numpy as np +import quantecon as qe +``` + +## Vue d'ensemble + +[SciPy](https://scipy.org/) s'appuie sur NumPy pour fournir des outils courants de programmation scientifique tels que + +* [algèbre linéaire](https://docs.scipy.org/doc/scipy/reference/linalg.html) +* [intégration numérique](https://docs.scipy.org/doc/scipy/reference/integrate.html) +* [interpolation](https://docs.scipy.org/doc/scipy/reference/interpolate.html) +* [optimisation](https://docs.scipy.org/doc/scipy/reference/optimize.html) +* [lois de probabilité et génération de nombres aléatoires](https://docs.scipy.org/doc/scipy/reference/stats.html) +* [traitement du signal](https://docs.scipy.org/doc/scipy/reference/signal.html) +* etc., etc. + +Comme NumPy, SciPy est stable, mature et largement utilisé. + +De nombreuses routines de SciPy sont de fines surcouches autour de bibliothèques Fortran standard de l'industrie telles que [LAPACK](https://en.wikipedia.org/wiki/LAPACK), [BLAS](https://en.wikipedia.org/wiki/Basic_Linear_Algebra_Subprograms), etc. + +Il n'est pas vraiment nécessaire d'« apprendre » SciPy dans son ensemble. + +Une approche plus courante consiste à avoir une idée de ce que contient la bibliothèque, puis à consulter la [documentation](https://docs.scipy.org/doc/scipy/reference/index.html) au besoin. + +Dans ce cours, nous cherchons uniquement à mettre en évidence quelques parties utiles du package. + +## {index}`SciPy ` versus {index}`NumPy ` + +SciPy est un package qui contient divers outils construits sur NumPy, en utilisant son type de données tableau et les fonctionnalités connexes. + +````{note} +Dans les anciennes versions de SciPy (`scipy < 0.15.1`), importer le package importait aussi les symboles NumPy dans l'espace de noms global, comme on peut le voir dans cet extrait du fichier d'initialisation de SciPy : + +```python +from numpy import * +from numpy.random import rand, randn +from numpy.fft import fft, ifft +from numpy.lib.scimath import * +``` + +Cependant, il est préférable d'utiliser explicitement les fonctionnalités de NumPy. + +```python +import numpy as np + +a = np.identity(3) +``` + +Les versions plus récentes de SciPy (1.15+) n'importent plus automatiquement les symboles NumPy. +```` + +Ce qui est utile dans SciPy, c'est la fonctionnalité de ses sous-packages + +* `scipy.optimize`, `scipy.integrate`, `scipy.stats`, etc. + +Explorons quelques-uns des principaux sous-packages. + +## Statistiques + +```{index} single: SciPy; Statistics +``` + +Le sous-package `scipy.stats` fournit + +* de nombreux objets de variables aléatoires (densités, fonctions de répartition, échantillonnage aléatoire, etc.) +* certaines procédures d'estimation +* certains tests statistiques + +### Variables aléatoires et lois de probabilité + +Rappelons que `numpy.random` fournit des outils pour générer des variables aléatoires + +```{code-cell} python3 +rng = np.random.default_rng() +rng.beta(5, 5, size=3) +``` + +Ceci génère un tirage de la loi ayant la fonction de densité ci-dessous lorsque `a, b = 5, 5` + +```{math} +:label: betadist2 + +f(x; a, b) = \frac{x^{(a - 1)} (1 - x)^{(b - 1)}} + {\int_0^1 u^{(a - 1)} (1 - u)^{(b - 1)} du} + \qquad (0 \leq x \leq 1) +``` + +Parfois, nous avons besoin d'accéder à la densité elle-même, ou à la fonction de répartition, aux quantiles, etc. + +Pour cela, nous pouvons utiliser `scipy.stats`, qui fournit toutes ces fonctionnalités ainsi que la génération de nombres aléatoires dans une seule interface cohérente. + +Voici un exemple d'utilisation + +```{code-cell} ipython +from scipy.stats import beta +import matplotlib.pyplot as plt + +q = beta(5, 5) # Beta(a, b), avec a = b = 5 +obs = q.rvs(2000) # 2000 observations +grid = np.linspace(0.01, 0.99, 100) + +fig, ax = plt.subplots() +ax.hist(obs, bins=40, density=True) +ax.plot(grid, q.pdf(grid), 'k-', linewidth=2) +plt.show() +``` + +L'objet `q` qui représente la loi possède des méthodes utiles supplémentaires, notamment + +```{code-cell} python3 +q.cdf(0.4) # Fonction de répartition +``` + +```{code-cell} python3 +q.ppf(0.8) # Fonction quantile (fonction de répartition inverse) +``` + +```{code-cell} python3 +q.mean() +``` + +La syntaxe générale pour créer ces objets qui représentent des lois de probabilité (de type `rv_frozen`) est + +> `name = scipy.stats.distribution_name(shape_parameters, loc=c, scale=d)` + +Ici, `distribution_name` est l'un des noms de lois de probabilité de [scipy.stats](https://docs.scipy.org/doc/scipy/reference/stats.html). + +Les paramètres `loc` et `scale` transforment la variable aléatoire originale +$X$ en $Y = c + d X$. + +### Syntaxe alternative + +Il existe une manière alternative d'appeler les méthodes décrites ci-dessus. + +Par exemple, le code qui génère la figure ci-dessus peut être remplacé par + +```{code-cell} python3 +obs = beta.rvs(5, 5, size=2000) +grid = np.linspace(0.01, 0.99, 100) + +fig, ax = plt.subplots() +ax.hist(obs, bins=40, density=True) +ax.plot(grid, beta.pdf(grid, 5, 5), 'k-', linewidth=2) +plt.show() +``` + +### Autres trouvailles dans scipy.stats + +Il existe une variété de fonctions statistiques dans `scipy.stats`. + +Par exemple, `scipy.stats.linregress` implémente la régression linéaire simple + +```{code-cell} python3 +from scipy.stats import linregress + +x = rng.standard_normal(200) +y = 2 * x + 0.1 * rng.standard_normal(200) +gradient, intercept, r_value, p_value, std_err = linregress(x, y) +gradient, intercept +``` + +Pour voir la liste complète, consultez la [documentation](https://docs.scipy.org/doc/scipy/reference/stats.html#statistical-functions-scipy-stats). + +## Racines et points fixes + +Une **racine** ou un **zéro** d'une fonction réelle $f$ sur $[a,b]$ est un $x \in [a, b]$ tel que $f(x)=0$. + +Par exemple, si nous traçons la fonction + +```{math} +:label: root_f + +f(x) = \sin(4 (x - 1/4)) + x + x^{20} - 1 +``` + +avec $x \in [0,1]$, nous obtenons + +```{code-cell} python3 +f = lambda x: np.sin(4 * (x - 1/4)) + x + x**20 - 1 +x = np.linspace(0, 1, 100) + +fig, ax = plt.subplots() +ax.plot(x, f(x), label='$f(x)$') +ax.axhline(ls='--', c='k') +ax.set_xlabel('$x$', fontsize=12) +ax.set_ylabel('$f(x)$', fontsize=12) +ax.legend(fontsize=12) +plt.show() +``` + +L'unique racine est d'environ 0,408. + +Considérons quelques techniques numériques pour trouver les racines. + +### {index}`Bisection ` + +```{index} single: SciPy; Bisection +``` + +L'un des algorithmes les plus courants pour la recherche numérique de racines est la *bissection*. + +Pour comprendre l'idée, rappelez-vous le jeu bien connu où + +* Le joueur A pense à un nombre secret entre 1 et 100 +* Le joueur B demande s'il est inférieur à 50 + * Si oui, B demande s'il est inférieur à 25 + * Si non, B demande s'il est inférieur à 75 + +Et ainsi de suite. + +C'est la bissection. + +Voici une implémentation simpliste de l'algorithme en Python. + +Elle fonctionne pour toutes les fonctions continues croissantes suffisamment bien comportées avec $f(a) < 0 < f(b)$ + +(bisect_func)= +```{code-cell} python3 +def bisect(f, a, b, tol=10e-5): + """ + Implements the bisection root finding algorithm, assuming that f is a + real-valued function on [a, b] satisfying f(a) < 0 < f(b). + """ + lower, upper = a, b + + while upper - lower > tol: + middle = 0.5 * (upper + lower) + if f(middle) > 0: # la racine est entre lower et middle + lower, upper = lower, middle + else: # la racine est entre middle et upper + lower, upper = middle, upper + + return 0.5 * (upper + lower) +``` + +Testons-la en utilisant la fonction $f$ définie dans {eq}`root_f` + +```{code-cell} python3 +bisect(f, 0, 1) +``` + +Sans surprise, SciPy fournit sa propre fonction de bissection. + +Testons-la en utilisant la même fonction $f$ définie dans {eq}`root_f` + +```{code-cell} python3 +from scipy.optimize import bisect + +bisect(f, 0, 1) +``` + +### La {index}`méthode de Newton-Raphson ` + +```{index} single: SciPy; Newton-Raphson Method +``` + +Un autre algorithme de recherche de racines très courant est la [méthode de Newton-Raphson](https://en.wikipedia.org/wiki/Newton%27s_method). + +Dans SciPy, cet algorithme est implémenté par `scipy.optimize.newton`. + +Contrairement à la bissection, la méthode de Newton-Raphson utilise l'information sur la pente locale afin d'accélérer la convergence. + +Étudions cela en utilisant la même fonction $f$ définie ci-dessus. + +Avec une condition initiale appropriée pour la recherche, nous obtenons la convergence : + +```{code-cell} python3 +from scipy.optimize import newton + +newton(f, 0.2) # Démarre la recherche à la condition initiale x = 0.2 +``` + +Mais d'autres conditions initiales conduisent à un échec de la convergence : + +```{code-cell} python3 +newton(f, 0.7) # Démarre la recherche à x = 0.7 à la place +``` + +### Méthodes hybrides + +Un principe général des méthodes numériques est le suivant : + +* Si vous avez une connaissance spécifique d'un problème donné, vous pourriez être en mesure de l'exploiter pour gagner en efficacité. +* Sinon, le choix de l'algorithme implique un compromis entre vitesse et robustesse. + +En pratique, la plupart des algorithmes par défaut pour la recherche de racines, l'optimisation et les points fixes utilisent des méthodes *hybrides*. + +Ces méthodes combinent généralement une méthode rapide avec une méthode robuste de la manière suivante : + +1. Tenter d'utiliser une méthode rapide +1. Vérifier les diagnostics +1. Si les diagnostics sont mauvais, passer à un algorithme plus robuste + +Dans `scipy.optimize`, la fonction `brentq` est une telle méthode hybride et constitue un bon choix par défaut + +```{code-cell} python3 +from scipy.optimize import brentq + +brentq(f, 0, 1) +``` + +Ici, la solution correcte est trouvée et la vitesse est meilleure que la bissection : + +```{code-cell} ipython +with qe.Timer(unit="milliseconds"): + brentq(f, 0, 1) +``` + +```{code-cell} ipython +with qe.Timer(unit="milliseconds"): + bisect(f, 0, 1) +``` + +### Recherche de racines multivariée + +```{index} single: SciPy; Multivariate Root-Finding +``` + +Utilisez `scipy.optimize.fsolve`, une surcouche pour une méthode hybride dans MINPACK. + +Voir la [documentation](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.fsolve.html) pour plus de détails. + +### Points fixes + +Un **point fixe** d'une fonction réelle $f$ sur $[a,b]$ est un $x \in [a, b]$ tel que $f(x)=x$. + +```{index} single: SciPy; Fixed Points +``` + +SciPy dispose également d'une fonction pour trouver des points fixes (scalaires) + +```{code-cell} python3 +from scipy.optimize import fixed_point + +fixed_point(lambda x: x**2, 10.0) # 10.0 est une supposition initiale +``` + +Si vous n'obtenez pas de bons résultats, vous pouvez toujours revenir au chercheur de racines `brentq`, car +le point fixe d'une fonction $f$ est la racine de $g(x) := x - f(x)$. + +## {index}`Optimisation ` + +```{index} single: SciPy; Optimization +``` + +La plupart des packages numériques ne fournissent que des fonctions de *minimisation*. + +La maximisation peut être réalisée en rappelant que le maximiseur d'une fonction $f$ sur le domaine $D$ est +le minimiseur de $-f$ sur $D$. + +La minimisation est étroitement liée à la recherche de racines : pour les fonctions lisses, les optima intérieurs correspondent aux racines de la dérivée première. + +Le compromis vitesse/robustesse décrit ci-dessus est également présent dans l'optimisation numérique. + +À moins que vous n'ayez des informations préalables que vous pouvez exploiter, il est généralement préférable d'utiliser des méthodes hybrides. + +Pour la minimisation univariée (c'est-à-dire scalaire) sous contrainte, une bonne option hybride est `fminbound` + +```{code-cell} python3 +from scipy.optimize import fminbound + +fminbound(lambda x: x**2, -1, 2) # Recherche dans [-1, 2] +``` + +### Optimisation multivariée + +```{index} single: Optimization; Multivariate +``` + +Les optimiseurs locaux multivariés incluent `minimize`, `fmin`, `fmin_powell`, `fmin_cg`, `fmin_bfgs` et `fmin_ncg`. + +Les optimiseurs locaux multivariés sous contrainte incluent `fmin_l_bfgs_b`, `fmin_tnc`, `fmin_cobyla`. + +Voir la [documentation](https://docs.scipy.org/doc/scipy/reference/optimize.html) pour plus de détails. + +## {index}`Intégration ` + +```{index} single: SciPy; Integration +``` + +La plupart des méthodes d'intégration numérique fonctionnent en calculant l'intégrale d'un polynôme approximant. + +L'erreur résultante dépend de la qualité de l'ajustement du polynôme à l'intégrande, qui dépend à son tour du degré de « régularité » de l'intégrande. + +Dans SciPy, le module pertinent pour l'intégration numérique est `scipy.integrate`. + +Un bon choix par défaut pour l'intégration univariée est `quad` + +```{code-cell} python3 +from scipy.integrate import quad + +integral, error = quad(lambda x: x**2, 0, 1) +integral +``` + +En fait, `quad` est une interface vers une routine d'intégration numérique très standard de la bibliothèque Fortran QUADPACK. + +Elle utilise la [quadrature de Clenshaw-Curtis](https://en.wikipedia.org/wiki/Clenshaw-Curtis_quadrature), basée sur un développement en termes de polynômes de Tchebychev. + +Il existe d'autres options pour l'intégration univariée — une option utile est `fixed_quad`, qui est rapide et fonctionne donc bien à l'intérieur des boucles `for`. + +Il existe également des fonctions pour l'intégration multivariée. + +Voir la [documentation](https://docs.scipy.org/doc/scipy/reference/integrate.html) pour plus de détails. + +## {index}`Algèbre linéaire ` + +```{index} single: SciPy; Linear Algebra +``` + +Nous avons vu que NumPy fournit un module d'algèbre linéaire appelé `linalg`. + +SciPy fournit également un module d'algèbre linéaire du même nom. + +Ce dernier n'est pas un sur-ensemble exact du premier, mais dans l'ensemble il possède davantage de fonctionnalités. + +Nous vous laissons explorer l'[ensemble des routines disponibles](https://docs.scipy.org/doc/scipy/reference/linalg.html). + +## Exercices + +Les premiers exercices concernent l'évaluation d'une option d'achat européenne sous +l'hypothèse de neutralité au risque. Le prix satisfait + +$$ +P = \beta^n \mathbb E \max\{ S_n - K, 0 \} +$$ + +où + +1. $\beta$ est un facteur d'actualisation, +2. $n$ est la date d'échéance, +2. $K$ est le prix d'exercice et +3. $\{S_t\}$ est le prix de l'actif sous-jacent à chaque instant $t$. + +Par exemple, si l'option d'achat consiste à acheter des actions Amazon au prix d'exercice $K$, le propriétaire a le droit (mais non l'obligation) d'acheter 1 action Amazon au prix $K$ après $n$ jours. + +Le gain est donc $\max\{S_n - K, 0\}$ + +Le prix est l'espérance du gain, actualisée à la valeur actuelle. + + +```{exercise-start} +:label: sp_ex01 +``` + +Supposons que $S_n$ suit la loi [log-normale](https://en.wikipedia.org/wiki/Log-normal_distribution) de paramètres $\mu$ et $\sigma$. Soit $f$ la densité de cette loi. Alors + +$$ +P = \beta^n \int_0^\infty \max\{x - K, 0\} f(x) dx +$$ + +Tracez la fonction + +$$ +g(x) = \beta^n \max\{x - K, 0\} f(x) +$$ + +sur l'intervalle $[0, 400]$ lorsque `μ, σ, β, n, K = 4, 0.25, 0.99, 10, 40`. + +```{hint} +:class: dropdown + +Depuis `scipy.stats`, vous pouvez importer `lognorm` puis utiliser `lognorm.pdf(x, σ, scale=np.exp(μ))` pour obtenir la densité $f$. +``` + +```{exercise-end} +``` + +```{solution-start} sp_ex01 +:class: dropdown +``` + +Voici une solution possible + +```{code-cell} ipython3 +from scipy.integrate import quad +from scipy.stats import lognorm + +μ, σ, β, n, K = 4, 0.25, 0.99, 10, 40 + +def g(x): + return β**n * np.maximum(x - K, 0) * lognorm.pdf(x, σ, scale=np.exp(μ)) + +x_grid = np.linspace(0, 400, 1000) +y_grid = g(x_grid) + +fig, ax = plt.subplots() +ax.plot(x_grid, y_grid, label="$g$") +ax.legend() +plt.show() +``` + +```{solution-end} +``` + +```{exercise} +:label: sp_ex02 + +Afin d'obtenir le prix de l'option, calculez l'intégrale de cette fonction numériquement en utilisant `quad` de `scipy.integrate`. + +``` + +```{solution-start} sp_ex02 +:class: dropdown +``` + +```{code-cell} ipython3 +P, error = quad(g, 0, 1_000) +print(f"The numerical integration based option price is {P:.3f}") +``` + +```{solution-end} +``` + +```{exercise} +:label: sp_ex03 + +Essayez d'obtenir un résultat similaire en utilisant Monte-Carlo pour calculer le terme d'espérance dans le prix de l'option, plutôt que `quad`. + +En particulier, utilisez le fait que si $S_n^1, \ldots, S_n^M$ sont des tirages indépendants +de la loi log-normale spécifiée ci-dessus, alors, par la loi des +grands nombres, + +$$ \mathbb E \max\{ S_n - K, 0 \} + \approx + \frac{1}{M} \sum_{m=1}^M \max \{S_n^m - K, 0 \} + $$ + +Posez `M = 10_000_000` + +``` + +```{solution-start} sp_ex03 +:class: dropdown +``` + +Voici une solution : + +```{code-cell} ipython3 +rng = np.random.default_rng() +M = 10_000_000 +S = np.exp(μ + σ * rng.standard_normal(M)) +return_draws = np.maximum(S - K, 0) +P = β**n * np.mean(return_draws) +print(f"The Monte Carlo option price is {P:3f}") +``` + + +```{solution-end} +``` + + + +```{exercise} +:label: sp_ex1 + +Dans {ref}`ce cours `, nous avons abordé le concept d'{ref}`appels récursifs de fonctions `. + +Essayez d'écrire une implémentation récursive de la fonction de bissection maison {ref}`décrite ci-dessus `. + +Testez-la sur la fonction {eq}`root_f`. +``` + +```{solution-start} sp_ex1 +:class: dropdown +``` + +Voici une solution raisonnable : + + +```{code-cell} python3 +def bisect(f, a, b, tol=10e-5): + """ + Implements the bisection root-finding algorithm, assuming that f is a + real-valued function on [a, b] satisfying f(a) < 0 < f(b). + """ + lower, upper = a, b + if upper - lower < tol: + return 0.5 * (upper + lower) + else: + middle = 0.5 * (upper + lower) + print(f'Current mid point = {middle}') + if f(middle) > 0: # Implique que la racine est entre lower et middle + return bisect(f, lower, middle) + else: # Implique que la racine est entre middle et upper + return bisect(f, middle, upper) +``` + +Nous pouvons la tester comme suit + +```{code-cell} python3 +f = lambda x: np.sin(4 * (x - 0.25)) + x + x**20 - 1 +bisect(f, 0, 1) +``` + +```{solution-end} +``` \ No newline at end of file diff --git a/lectures/sine_wave.py b/lectures/sine_wave.py new file mode 100644 index 0000000..452673b --- /dev/null +++ b/lectures/sine_wave.py @@ -0,0 +1,14 @@ + +import matplotlib.pyplot as plt +import numpy as np + +# Define the plot_wave function. +def plot_wave(title : str = 'Sine Wave'): + x = np.linspace(0, 10, 100) + y = np.sin(x) + + plt.plot(x, y) + plt.xlabel('x') + plt.ylabel('y') + plt.title(title) + plt.show() diff --git a/lectures/status.md b/lectures/status.md new file mode 100644 index 0000000..cd4fc3a --- /dev/null +++ b/lectures/status.md @@ -0,0 +1,50 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: Statistiques d'exécution +--- + +# Statistiques d'exécution + +Ce tableau contient les statistiques d'exécution les plus récentes. + +```{nb-exec-table} +``` + +(status:machine-details)= + +Ces cours sont compilés sur des instances `linux` via `github actions`. + +Ces cours utilisent la version de python suivante + +```{code-cell} ipython +!python --version +``` + +et les versions de paquets suivantes + +```{code-cell} ipython +:tags: [hide-output] +!conda list +``` + +Cette série de cours a accès au GPU suivant + +```{code-cell} ipython +!nvidia-smi +``` + +Vous pouvez vérifier le backend utilisé par JAX avec : + +```{code-cell} ipython3 +import jax +# Vérifier si JAX utilise le GPU +print(f"JAX backend: {jax.devices()[0].platform}") +``` \ No newline at end of file diff --git a/lectures/sympy.md b/lectures/sympy.md new file mode 100644 index 0000000..4210369 --- /dev/null +++ b/lectures/sympy.md @@ -0,0 +1,736 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst + format_version: 0.13 + jupytext_version: 1.14.5 +kernelspec: + display_name: Python 3 (ipykernel) + language: python + name: python3 +translation: + title: SymPy + headings: + Overview: Vue d'ensemble + Getting Started: Pour commencer + Symbolic algebra: Algèbre symbolique + Symbolic algebra::Symbols: Symboles + Symbolic algebra::Expressions: Expressions + Symbolic algebra::Equations: Équations + 'Symbolic algebra::Equations::Example: fixed point computation': "Exemple\_: calcul de point fixe" + Symbolic algebra::Inequalities and logic: Inégalités et logique + Symbolic algebra::Series: Séries + 'Symbolic algebra::Series::Example: bank deposits': "Exemple\_: dépôts bancaires" + 'Symbolic algebra::Series::Example: discrete random variable': "Exemple\_: variable aléatoire discrète" + Symbolic Calculus: Calcul symbolique + Symbolic Calculus::Limits: Limites + Symbolic Calculus::Derivatives: Dérivées + Symbolic Calculus::Integrals: Intégrales + Plotting: Représentation graphique + 'Application: Two-person Exchange Economy': "Application\_: économie d'échange à deux personnes" + Exercises: Exercices +--- + +(sympy= +```{raw} jupyter + +``` + +# {index}`SymPy ` + +```{index} single: Python; SymPy +``` + +## Vue d'ensemble + +Contrairement aux bibliothèques numériques qui traitent des valeurs, [SymPy](https://www.sympy.org/en/index.html) se concentre sur la manipulation directe de symboles et d'expressions mathématiques. + +SymPy fournit [un large éventail de fonctionnalités](https://www.sympy.org/en/features.html) comprenant + +- l'expression symbolique +- la résolution d'équations +- la simplification +- le calcul infinitésimal +- les matrices +- les mathématiques discrètes, etc. + +Ces fonctions font de SymPy une alternative open-source populaire à d'autres logiciels de calcul symbolique propriétaires tels que Mathematica. + +Dans ce cours, nous explorerons certaines des fonctionnalités de SymPy et démontrerons comment utiliser les fonctions de base de SymPy pour résoudre des modèles économiques. + +## Pour commencer + +Importons d'abord la bibliothèque et initialisons l'imprimante pour la sortie symbolique + +```{code-cell} ipython3 +from sympy import * +from sympy.plotting import plot, plot3d_parametric_line, plot3d +from sympy.solvers.inequalities import reduce_rational_inequalities +from sympy.stats import Poisson, Exponential, Binomial, density, moment, E, cdf + +import numpy as np +import matplotlib.pyplot as plt + +# Activer l'imprimante mathjax +init_printing(use_latex='mathjax') +``` + +## Algèbre symbolique + +### Symboles + +Nous initialisons d'abord quelques symboles avec lesquels travailler + +```{code-cell} ipython3 +x, y, z = symbols('x y z') +``` + +Les symboles sont les unités de base du calcul symbolique dans SymPy. + +### Expressions + +Nous pouvons maintenant utiliser les symboles `x`, `y` et `z` pour construire des expressions et des équations. + +Ici, nous construisons d'abord une expression simple + +```{code-cell} ipython3 +expr = (x+y) ** 2 +expr +``` + +Nous pouvons développer cette expression avec la fonction `expand` + +```{code-cell} ipython3 +expand_expr = expand(expr) +expand_expr +``` + +et la factoriser de nouveau sous forme factorisée avec la fonction `factor` + +```{code-cell} ipython3 +factor(expand_expr) +``` + +Nous pouvons résoudre cette expression + +```{code-cell} ipython3 +solve(expr) +``` + +Notez que cela équivaut à résoudre l'équation suivante pour `x` + +$$ +(x + y)^2 = 0 +$$ + +```{note} +[Solvers](https://docs.sympy.org/latest/modules/solvers/index.html) est un module important doté d'outils pour résoudre différents types d'équations. + +Une variété de solveurs sont disponibles dans SymPy selon la nature du problème. +``` + +### Équations + +SymPy fournit plusieurs fonctions pour manipuler les équations. + +Développons une équation avec l'expression que nous avons définie précédemment + +```{code-cell} ipython3 +eq = Eq(expr, 0) +eq +``` + +La résolution de cette équation par rapport à $x$ donne le même résultat que la résolution directe de l'expression + +```{code-cell} ipython3 +solve(eq, x) +``` + +SymPy peut traiter des équations à solutions multiples + +```{code-cell} ipython3 +eq = Eq(expr, 1) +solve(eq, x) +``` + +La fonction `solve` peut également combiner plusieurs équations ensemble et résoudre un système d'équations + +```{code-cell} ipython3 +eq2 = Eq(x, y) +eq2 +``` + +```{code-cell} ipython3 +solve([eq, eq2], [x, y]) +``` + +Nous pouvons aussi résoudre pour la valeur de $y$ en substituant simplement $x$ par $y$ + +```{code-cell} ipython3 +expr_sub = expr.subs(x, y) +expr_sub +``` + +```{code-cell} ipython3 +solve(Eq(expr_sub, 1)) +``` + +Voici un autre exemple d'équation avec le symbole `x` et les fonctions `sin`, `cos` et `tan` utilisant la fonction `Eq` + +```{code-cell} ipython3 +# Créer une équation +eq = Eq(cos(x) / (tan(x)/sin(x)), 0) +eq +``` + +Maintenant nous simplifions cette équation en utilisant la fonction `simplify` + +```{code-cell} ipython3 +# Simplifier une expression +simplified_expr = simplify(eq) +simplified_expr +``` + +De nouveau, nous utilisons la fonction `solve` pour résoudre cette équation + +```{code-cell} ipython3 +# Résoudre l'équation +sol = solve(eq, x) +sol +``` + +SymPy peut aussi traiter des équations plus complexes impliquant la trigonométrie et les nombres complexes. + +Nous le démontrons en utilisant la [formule d'Euler](https://en.wikipedia.org/wiki/Euler%27s_formula) + +```{code-cell} ipython3 +# 'I' représente le nombre imaginaire i +euler = cos(x) + I*sin(x) +euler +``` + +```{code-cell} ipython3 +simplify(euler) +``` + +Si cela vous intéresse, nous vous encourageons à lire le cours sur la [trigonométrie et les nombres complexes](https://python.quantecon.org/complex_and_trig.html). + +#### Exemple : calcul de point fixe + +Le calcul de point fixe est fréquemment utilisé en économie et en finance. + +Ici, nous résolvons le point fixe de la dynamique de croissance de Solow-Swan : + +$$ +k_{t+1}=s f\left(k_t\right)+(1-\delta) k_t, \quad t=0,1, \ldots +$$ + +où $k_t$ est le stock de capital, $f$ est une fonction de production, $\delta$ est un taux de dépréciation. + +Nous souhaitons calculer le point fixe de cette dynamique, c'est-à-dire la valeur de $k$ telle que $k_{t+1} = k_t$. + +Avec $f(k) = Ak^\alpha$, nous pouvons montrer le point fixe unique de la dynamique $k^*$ avec papier et crayon : + +$$ +k^*:=\left(\frac{s A}{\delta}\right)^{1 /(1-\alpha)} +$$ + +Cela peut être facilement calculé dans SymPy + +```{code-cell} ipython3 +A, s, k, α, δ = symbols('A s k^* α δ') +``` + +Maintenant nous résolvons pour le point fixe $k^*$ + +$$ +k^* = sA(k^*)^{\alpha}+(1-\delta) k^* +$$ + +```{code-cell} ipython3 +# Définir la dynamique de croissance de Solow-Swan +solow = Eq(s*A*k**α + (1-δ)*k, k) +solow +``` + +```{code-cell} ipython3 +solve(solow, k) +``` + +### Inégalités et logique + +SymPy permet aussi aux utilisateurs de définir des inégalités et des opérateurs d'ensembles et fournit un large éventail d'[opérations](https://docs.sympy.org/latest/modules/solvers/inequalities.html). + +```{code-cell} ipython3 +reduce_inequalities([2*x + 5*y <= 30, 4*x + 2*y <= 20], [x]) +``` + +```{code-cell} ipython3 +And(2*x + 5*y <= 30, x > 0) +``` + +### Séries + +Les séries sont largement utilisées en économie et en statistique, de l'évaluation des actifs à l'espérance de variables aléatoires discrètes. + +Nous pouvons construire une simple série de sommations en utilisant la fonction `Sum` et les symboles `Indexed` + +```{code-cell} ipython3 +x, y, i, j = symbols("x y i j") +sum_xy = Sum(Indexed('x', i)*Indexed('y', j), + (i, 0, 3), + (j, 0, 3)) +sum_xy +``` + +Pour évaluer la somme, nous pouvons [`lambdify`](https://docs.sympy.org/latest/modules/utilities/lambdify.html#sympy.utilities.lambdify.lambdify) la formule. + +L'expression lambdifiée peut prendre des valeurs numériques en entrée pour $x$ et $y$ et calculer le résultat + +```{code-cell} ipython3 +sum_xy = lambdify([x, y], sum_xy) +grid = np.arange(0, 4, 1) +sum_xy(grid, grid) +``` + +#### Exemple : dépôts bancaires + +Imaginez une banque avec $D_0$ comme dépôt au temps $t$. + +Elle prête $(1-r)$ de ses dépôts et conserve une fraction $r$ en réserves de trésorerie. + +Ses dépôts sur un horizon temporel infini peuvent s'écrire + +$$ +\sum_{i=0}^\infty (1-r)^i D_0 +$$ + +Calculons les dépôts au temps $t$ + +```{code-cell} ipython3 +D = symbols('D_0') +r = Symbol('r', positive=True) +Dt = Sum('(1 - r)^i * D_0', (i, 0, oo)) +Dt +``` + +Nous pouvons appeler la méthode `doit` pour évaluer la série + +```{code-cell} ipython3 +Dt.doit() +``` + +Simplifier l'expression ci-dessus donne + +```{code-cell} ipython3 +simplify(Dt.doit()) +``` + +Ceci est cohérent avec la solution dans le cours sur les [séries géométriques](https://intro.quantecon.org/geom_series.html#example-the-money-multiplier-in-fractional-reserve-banking). + + +#### Exemple : variable aléatoire discrète + +Dans l'exemple suivant, nous calculons l'espérance d'une variable aléatoire discrète. + +Définissons une variable aléatoire discrète $X$ suivant une [loi de Poisson](https://en.wikipedia.org/wiki/Poisson_distribution) : + +$$ +f(x) = \frac{\lambda^x e^{-\lambda}}{x!}, \quad x = 0, 1, 2, \ldots +$$ + +```{code-cell} ipython3 +λ = symbols('lambda') + +# Nous restreignons le symbole x aux entiers positifs +x = Symbol('x', integer=True, positive=True) +pmf = λ**x * exp(-λ) / factorial(x) +pmf +``` + +Nous pouvons vérifier si la somme des probabilités pour toutes les valeurs possibles égale $1$ : + +$$ +\sum_{x=0}^{\infty} f(x) = 1 +$$ + +```{code-cell} ipython3 +sum_pmf = Sum(pmf, (x, 0, oo)) +sum_pmf.doit() +``` + +L'espérance de la distribution est : + +$$ +E(X) = \sum_{x=0}^{\infty} x f(x) +$$ + +```{code-cell} ipython3 +fx = Sum(x*pmf, (x, 0, oo)) +fx.doit() +``` + +SymPy inclut un sous-module de statistique appelé [`Stats`](https://docs.sympy.org/latest/modules/stats.html). + +`Stats` offre des distributions intégrées et des fonctions sur les distributions de probabilité. + +Le calcul ci-dessus peut aussi être condensé en une seule ligne en utilisant la fonction d'espérance `E` dans le module `Stats` + +```{code-cell} ipython3 +λ = Symbol("λ", positive = True) + +# Utilisation de la méthode sympy.stats.Poisson() +X = Poisson("x", λ) +E(X) +``` + +## Calcul symbolique + +SymPy nous permet d'effectuer diverses opérations de calcul infinitésimal, telles que les limites, la différentiation et l'intégration. + + +### Limites + +Nous pouvons calculer les limites d'une expression donnée en utilisant la fonction `limit` + +```{code-cell} ipython3 +# Définir une expression +f = x**2 / (x-1) + +# Calculer la limite +lim = limit(f, x, 0) +lim +``` + +### Dérivées + +Nous pouvons différencier toute expression SymPy en utilisant la fonction `diff` + +```{code-cell} ipython3 +# Différencier une fonction par rapport à x +df = diff(f, x) +df +``` + +### Intégrales + +Nous pouvons calculer des intégrales définies et indéfinies en utilisant la fonction `integrate` + +```{code-cell} ipython3 +# Calculer l'intégrale indéfinie +indef_int = integrate(df, x) +indef_int +``` + +Utilisons cette fonction pour calculer la fonction génératrice des moments de la [loi exponentielle](https://en.wikipedia.org/wiki/Exponential_distribution) avec la fonction de densité de probabilité : + +$$ +f(x) = \lambda e^{-\lambda x}, \quad x \ge 0 +$$ + +```{code-cell} ipython3 +λ = Symbol('lambda', positive=True) +x = Symbol('x', positive=True) +pdf = λ * exp(-λ*x) +pdf +``` + +```{code-cell} ipython3 +t = Symbol('t', positive=True) +moment_t = integrate(exp(t*x) * pdf, (x, 0, oo)) +simplify(moment_t) +``` + +Notez que nous pouvons aussi utiliser le module `Stats` pour calculer le moment + +```{code-cell} ipython3 +X = Exponential(x, λ) +``` + +```{code-cell} ipython3 +moment(X, 1) +``` + +```{code-cell} ipython3 +E(X**t) +``` + +En utilisant la fonction `integrate`, nous pouvons dériver la fonction de répartition de la loi exponentielle avec $\lambda = 0.5$ + +```{code-cell} ipython3 +λ_pdf = pdf.subs(λ, 1/2) +λ_pdf +``` + +```{code-cell} ipython3 +integrate(λ_pdf, (x, 0, 4)) +``` + +Utiliser `cdf` dans le module `Stats` donne la même solution + +```{code-cell} ipython3 +cdf(X, 1/2) +``` + +```{code-cell} ipython3 +# Insérer une valeur pour z +λ_cdf = cdf(X, 1/2)(4) +λ_cdf +``` + +```{code-cell} ipython3 +# Substituer λ +λ_cdf.subs({λ: 1/2}) +``` + +## Représentation graphique + +SymPy fournit une puissante fonctionnalité de représentation graphique. + +D'abord, nous traçons une fonction simple en utilisant la fonction `plot` + +```{code-cell} ipython3 +f = sin(2 * sin(2 * sin(2 * sin(x)))) +p = plot(f, (x, -10, 10), show=False) +p.title = 'Un graphique simple' +p.show() +``` + +De manière similaire à Matplotlib, SymPy fournit une interface pour personnaliser le graphique + +```{code-cell} ipython3 +plot_f = plot(f, (x, -10, 10), + xlabel='', ylabel='', + legend = True, show = False) +plot_f[0].label = 'f(x)' +df = diff(f) +plot_df = plot(df, (x, -10, 10), + legend = True, show = False) +plot_df[0].label = 'f\'(x)' +plot_f.append(plot_df[0]) +plot_f.show() +``` + +Il prend aussi en charge le tracé de fonctions implicites et la visualisation d'inégalités + +```{code-cell} ipython3 +p = plot_implicit(Eq((1/x + 1/y)**2, 1)) +``` + +```{code-cell} ipython3 +p = plot_implicit(And(2*x + 5*y <= 30, 4*x + 2*y >= 20), + (x, -1, 10), (y, -10, 10)) +``` + +et des visualisations dans un espace tridimensionnel + +```{code-cell} ipython3 +p = plot3d(cos(2*x + y), zlabel='') +``` + +## Application : économie d'échange à deux personnes + +Imaginez une économie d'échange pur avec deux personnes ($a$ et $b$) et deux biens enregistrés en proportions ($x$ et $y$). + +Elles peuvent échanger des biens entre elles selon leurs préférences. + +Supposons que les fonctions d'utilité des consommateurs sont données par + +$$ +u_a(x, y) = x^{\alpha} y^{1-\alpha} +$$ + +$$ +u_b(x, y) = (1 - x)^{\beta} (1 - y)^{1-\beta} +$$ + +où $\alpha, \beta \in (0, 1)$. + +D'abord nous définissons les symboles et les fonctions d'utilité + +```{code-cell} ipython3 +# Définir les symboles et les fonctions d'utilité +x, y, α, β = symbols('x, y, α, β') +u_a = x**α * y**(1-α) +u_b = (1 - x)**β * (1 - y)**(1 - β) +``` + +```{code-cell} ipython3 +u_a +``` + +```{code-cell} ipython3 +u_b +``` + +Nous nous intéressons à l'allocation Pareto-optimale des biens $x$ et $y$. + +Notez qu'un point est Pareto-efficace lorsque l'allocation est optimale pour une personne étant donné l'allocation pour l'autre personne. + +En termes d'utilité marginale : + +$$ +\frac{\frac{\partial u_a}{\partial x}}{\frac{\partial u_a}{\partial y}} = \frac{\frac{\partial u_b}{\partial x}}{\frac{\partial u_b}{\partial y}} +$$ + +```{code-cell} ipython3 +# Un point est Pareto-efficace lorsque l'allocation est optimale +# pour une personne étant donné l'allocation pour l'autre personne + +pareto = Eq(diff(u_a, x)/diff(u_a, y), + diff(u_b, x)/diff(u_b, y)) +pareto +``` + +```{code-cell} ipython3 +# Résoudre l'équation +sol = solve(pareto, y)[0] +sol +``` + +Calculons les allocations Pareto-optimales de l'économie (courbes de contrat) avec $\alpha = \beta = 0.5$ en utilisant SymPy + +```{code-cell} ipython3 +# Substituer α = 0.5 et β = 0.5 +sol.subs({α: 0.5, β: 0.5}) +``` + +Nous pouvons utiliser ce résultat pour visualiser davantage de courbes de contrat sous différents paramètres + +```{code-cell} ipython3 +# Tracer une plage de α et de β +params = [{α: 0.5, β: 0.5}, + {α: 0.1, β: 0.9}, + {α: 0.1, β: 0.8}, + {α: 0.8, β: 0.9}, + {α: 0.4, β: 0.8}, + {α: 0.8, β: 0.1}, + {α: 0.9, β: 0.8}, + {α: 0.8, β: 0.4}, + {α: 0.9, β: 0.1}] + +p = plot(xlabel='x', ylabel='y', show=False) + +for param in params: + p_add = plot(sol.subs(param), (x, 0, 1), + show=False) + p.append(p_add[0]) +p.show() +``` + +Nous vous invitons à jouer avec les paramètres et à voir comment les courbes de contrat changent et à réfléchir aux deux questions suivantes : + +- Pouvez-vous imaginer une manière de dessiner le même graphique en utilisant `numpy` ? +- Quelle serait la difficulté d'écrire une implémentation `numpy` ? + +## Exercices + +```{exercise} +:label: sympy_ex1 + +La règle de L'Hôpital énonce que pour deux fonctions $f(x)$ et $g(x)$, si $\lim_{x \to a} f(x) = \lim_{x \to a} g(x) = 0$ ou $\pm \infty$, alors + +$$ +\lim_{x \to a} \frac{f(x)}{g(x)} = \lim_{x \to a} \frac{f'(x)}{g'(x)} +$$ + +Utilisez SymPy pour vérifier la règle de L'Hôpital pour les fonctions suivantes + +$$ +f(x) = \frac{y^x - 1}{x} +$$ + +lorsque $x$ tend vers $0$ +``` + +```{solution-start} sympy_ex1 +:class: dropdown +``` + +Définissons d'abord la fonction + +```{code-cell} ipython3 +f_upper = y**x - 1 +f_lower = x +f = f_upper/f_lower +f +``` + +Sympy est suffisamment intelligent pour résoudre cette limite + +```{code-cell} ipython3 +lim = limit(f, x, 0) +lim +``` + +Nous comparons le résultat suggéré par la règle de L'Hôpital + +```{code-cell} ipython3 +lim = limit(diff(f_upper, x)/ + diff(f_lower, x), x, 0) +lim +``` + +```{solution-end} +``` + +```{exercise} +:label: sympy_ex2 + +L'[estimation par maximum de vraisemblance (MLE)](https://python.quantecon.org/mle.html) est une méthode pour estimer les paramètres d'un modèle statistique. + +Elle implique généralement de maximiser une fonction de log-vraisemblance et de résoudre la dérivée du premier ordre. + +La loi binomiale est donnée par + +$$ +f(x; n, θ) = \frac{n!}{x!(n-x)!}θ^x(1-θ)^{n-x} +$$ + +où $n$ est le nombre d'essais et $x$ est le nombre de succès. + +Supposons que nous avons observé une série de résultats binaires avec $x$ succès sur $n$ essais. + +Calculez le MLE de $θ$ en utilisant SymPy +``` + +```{solution-start} sympy_ex2 +:class: dropdown +``` + +D'abord, nous définissons la loi binomiale + +```{code-cell} ipython3 +n, x, θ = symbols('n x θ') + +binomial_factor = (factorial(n)) / (factorial(x)*factorial(n-r)) +binomial_factor +``` + +```{code-cell} ipython3 +bino_dist = binomial_factor * ((θ**x)*(1-θ)**(n-x)) +bino_dist +``` + +Maintenant nous calculons la fonction de log-vraisemblance et résolvons pour le résultat + +```{code-cell} ipython3 +log_bino_dist = log(bino_dist) +``` + +```{code-cell} ipython3 +log_bino_diff = simplify(diff(log_bino_dist, θ)) +log_bino_diff +``` + +```{code-cell} ipython3 +solve(Eq(log_bino_diff, 0), θ)[0] +``` + +```{solution-end} +``` \ No newline at end of file diff --git a/lectures/troubleshooting.md b/lectures/troubleshooting.md new file mode 100644 index 0000000..70da4ad --- /dev/null +++ b/lectures/troubleshooting.md @@ -0,0 +1,71 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: Dépannage + headings: + Fixing Your Local Environment: Corriger votre environnement local + Reporting an Issue: Signaler un problème +--- + +(troubleshooting)= +```{raw} jupyter + +``` + +# Dépannage + +Cette page s'adresse aux lecteurs rencontrant des erreurs lors de l'exécution du code des cours. + +## Corriger votre environnement local + +L'hypothèse de base des cours est que le code d'un cours doit s'exécuter dès lors que + +1. il est exécuté dans un notebook Jupyter et +1. le notebook est exécuté sur une machine disposant de la dernière version d'Anaconda Python. + +Vous avez bien installé Anaconda, n'est-ce pas, en suivant les instructions de {doc}`ce cours ` ? + +En supposant que vous l'ayez fait, la source de problèmes la plus fréquente chez nos lecteurs est que leur distribution Anaconda n'est pas à jour. + +[Voici un article utile](https://www.anaconda.com/blog/keeping-anaconda-date) +sur la manière de mettre à jour Anaconda. + +Une autre option consiste simplement à désinstaller Anaconda et à le réinstaller. + +Vous devez également maintenir à jour les bibliothèques de code externes, telles que [QuantEcon.py](https://quantecon.org/quantecon-py/). + +Pour cette tâche, vous pouvez soit + +* utiliser conda upgrade quantecon en ligne de commande, soit +* exécuter !conda upgrade quantecon depuis un notebook Jupyter. + +Si votre environnement local ne fonctionne toujours pas, vous pouvez faire deux choses. + +Premièrement, vous pouvez utiliser une machine distante à la place, en cliquant sur l'icône Launch Notebook disponible pour chaque cours + +```{image} _static/lecture_specific/troubleshooting/launch.png + +``` + +Deuxièmement, vous pouvez signaler un problème, afin que nous puissions essayer de corriger votre configuration locale. + +Nous apprécions les retours sur les cours, alors n'hésitez pas à nous contacter. + +## Signaler un problème + +Une façon de nous faire part de vos commentaires est de soumettre un problème via notre [outil de suivi des problèmes](https://github.com/QuantEcon/lecture-python-programming/issues). + +Soyez aussi précis que possible. Indiquez-nous où se situe le problème et donnez-nous autant de détails que possible sur votre configuration locale. + +Enfin, vous pouvez nous adresser directement vos retours à [contact@quantecon.org](mailto:contact@quantecon.org) \ No newline at end of file diff --git a/lectures/workspace.md b/lectures/workspace.md new file mode 100644 index 0000000..d2450e9 --- /dev/null +++ b/lectures/workspace.md @@ -0,0 +1,381 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst + format_version: 0.13 + jupytext_version: 1.17.2 +kernelspec: + name: python3 + display_name: Python 3 (ipykernel) + language: python +translation: + title: Écrire des programmes plus longs + headings: + Overview: Vue d'ensemble + Working with Python files: Travailler avec des fichiers Python + Development environments: Environnements de développement + 'A step forward from Jupyter Notebooks: JupyterLab': "Un pas en avant par rapport aux notebooks Jupyter\_: JupyterLab" + 'A step forward from Jupyter Notebooks: JupyterLab::Using magic commands': En utilisant les commandes magiques + 'A step forward from Jupyter Notebooks: JupyterLab::Using the terminal': En utilisant le terminal + A walk through Visual Studio Code: Une visite guidée de Visual Studio Code + A walk through Visual Studio Code::Using the run button: En utilisant le bouton d'exécution + A walk through Visual Studio Code::Using the terminal: En utilisant le terminal + Git your hands dirty: Mettez la main à la pâte avec Git +--- + +(workspace)= +```{raw} jupyter + +``` + +# Écrire des programmes plus longs + +## Vue d'ensemble + +Jusqu'à présent, nous avons exploré l'utilisation des notebooks Jupyter pour écrire et exécuter du code Python. + +Bien qu'ils soient efficaces et adaptables lorsqu'on travaille avec de courts fragments de code, les notebooks ne constituent pas le meilleur choix pour les programmes et scripts plus longs. + +Les notebooks Jupyter sont bien adaptés au calcul interactif (c'est-à-dire aux flux de travail en science des données) et peuvent aider à exécuter des blocs de code un à la fois. + +Les fichiers texte et les scripts permettent d'écrire et d'exécuter de longs fragments de code en une seule fois. + +Nous allons explorer l'utilisation des scripts Python comme alternative. + +Les environnements de développement Jupyter Lab et Visual Studio Code (VS Code) sont ensuite présentés, accompagnés d'une introduction au contrôle de version (Git). + +Dans ce cours, vous apprendrez à +- travailler avec des scripts Python +- configurer divers environnements de développement +- débuter avec GitHub + +```{note} +Dans la suite, on suppose que vous disposez d'un environnement Anaconda opérationnel. + +Vous voudrez peut-être [créer un nouvel environnement conda](https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html#creating-an-environment-with-commands) si ce n'est pas déjà fait. +``` + +## Travailler avec des fichiers Python + +Les fichiers Python sont utilisés pour écrire de longs blocs de code réutilisables — par convention, ils portent le suffixe `.py`. + +Commençons par travailler avec l'exemple suivant. + +```{code-cell} ipython3 +:caption: sine_wave.py +:lineno-start: 1 + +import matplotlib.pyplot as plt +import numpy as np + +x = np.linspace(0, 10, 100) +y = np.sin(x) + +plt.plot(x, y) +plt.xlabel('x') +plt.ylabel('y') +plt.title('Sine Wave') +plt.show() +``` + +Comme il existe diverses façons d'exécuter le code, nous les explorerons dans le contexte de différents environnements de développement. + +L'un des principaux avantages de l'utilisation des scripts Python réside dans le fait que vous pouvez « importer » des fonctionnalités depuis d'autres scripts vers votre script actuel ou votre notebook Jupyter. + +Réécrivons le code précédent sous forme de fonction et écrivons-le dans un fichier appelé `sine_wave.py`. + +```{code-cell} ipython3 +:caption: sine_wave.py +:lineno-start: 1 + +%%writefile sine_wave.py + +import matplotlib.pyplot as plt +import numpy as np + +# Définition de la fonction plot_wave. +def plot_wave(title : str = 'Sine Wave'): + x = np.linspace(0, 10, 100) + y = np.sin(x) + + plt.plot(x, y) + plt.xlabel('x') + plt.ylabel('y') + plt.title(title) + plt.show() +``` + +```{code-cell} ipython3 +:caption: second_script.py +:lineno-start: 1 + +import sine_wave # Import du script sine_wave + +# Appel de la fonction plot_wave. +sine_wave.plot_wave("Sine Wave - Called from the Second Script") +``` + +Cela vous permet de découper votre code en morceaux et de mieux structurer votre base de code. + +Renseignez-vous sur l'utilisation des [modules](https://docs.python.org/3/tutorial/modules.html) et des [paquets](https://docs.python.org/3/tutorial/modules.html#packages) pour en savoir plus sur l'importation de fonctionnalités. + +## Environnements de développement + +Un environnement de développement est un espace de travail unique où vous pouvez +- éditer et exécuter votre code +- tester et déboguer +- gérer les fichiers du projet + +Ce cours vous fait découvrir le fonctionnement de deux environnements de développement. + +## Un pas en avant par rapport aux notebooks Jupyter : JupyterLab + +JupyterLab est un environnement de développement basé sur le navigateur, destiné aux notebooks Jupyter, aux scripts de code et aux fichiers de données. + +Vous pouvez [essayer JupyterLab dans le navigateur](https://jupyter.org/try-jupyter/lab/) si vous souhaitez le tester avant de l'installer localement. + +Vous pouvez installer JupyterLab à l'aide de pip + +``` +> pip install jupyterlab +``` + +et le lancer dans le navigateur, de manière similaire aux notebooks Jupyter. + +``` +> jupyter-lab +``` + +```{figure} /_static/lecture_specific/workspace/jupyter_lab_cmd.png +:figclass: auto +``` + +Vous pouvez voir que le serveur Jupyter s'exécute sur le port 8888 de localhost. + +L'interface suivante devrait s'ouvrir automatiquement dans votre navigateur par défaut — sinon, faites CTRL + Clic sur l'URL du serveur. + +```{figure} /_static/lecture_specific/workspace/jupyter_lab.png +:figclass: auto +``` + +Cliquez sur + +- le bouton Python 3 (ipykernel) sous Notebooks pour ouvrir un nouveau notebook Jupyter +- le bouton Python File pour ouvrir un nouveau script Python (.py) + +Vous pouvez toujours ouvrir cet onglet de lancement en cliquant sur le bouton « + » en haut. + +Tous les fichiers et dossiers de votre répertoire de travail se trouvent dans l'explorateur de fichiers (onglet à gauche). + +Vous pouvez créer de nouveaux fichiers et dossiers à l'aide des boutons disponibles en haut de l'onglet de l'explorateur de fichiers. + +```{figure} /_static/lecture_specific/workspace/file_browser.png +:figclass: auto +``` +Vous pouvez installer des extensions qui augmentent les fonctionnalités de JupyterLab en visitant l'onglet Extensions. + +```{figure} /_static/lecture_specific/workspace/extensions.png +:figclass: auto +``` +Pour revenir aux scripts d'exemple présentés plus tôt, il existe deux façons de travailler avec eux dans JupyterLab. + +- En utilisant les commandes magiques +- En utilisant le terminal + +### En utilisant les commandes magiques + +Les notebooks Jupyter et JupyterLab prennent en charge l'utilisation de [commandes magiques](https://ipython.readthedocs.io/en/stable/interactive/magics.html) — des commandes qui étendent les capacités d'un notebook Jupyter standard. + +La commande magique `%run` vous permet d'exécuter un script Python depuis un notebook. + +C'est une manière pratique d'exécuter des scripts sur lesquels vous travaillez dans le même répertoire que votre notebook et de présenter les résultats au sein du notebook. + +```{figure} /_static/lecture_specific/workspace/jupyter_lab_py_run.png +:figclass: auto +``` + +### En utilisant le terminal + +Cependant, si vous cherchez simplement à exécuter le fichier `.py`, il est parfois plus facile d'utiliser le terminal. + +Ouvrez un terminal depuis le lanceur et exécutez la commande suivante. + +``` +> python +``` + +```{figure} /_static/lecture_specific/workspace/jupyter_lab_py_run_term.png +:figclass: auto +``` + +```{note} +Vous pouvez également exécuter le script ligne par ligne en ouvrant une console ipykernel, soit +- depuis le lanceur +- en faisant un clic droit dans le notebook et en sélectionnant Create Console for Editor + +Utilisez Shift + Enter pour exécuter une ligne de code. +``` + +## Une visite guidée de Visual Studio Code + +Visual Studio Code (VS Code) est un éditeur de code et un espace de travail de développement qui peut s'exécuter +- dans le [navigateur](https://vscode.dev/). +- en tant qu'[installation](https://code.visualstudio.com/docs/?dv=win) locale. + +Les deux interfaces sont identiques. + +Lorsque vous lancez VS Code, vous verrez l'interface suivante. + +```{figure} /_static/lecture_specific/workspace/vs_code_home.png +:figclass: auto +``` + +Découvrez comment personnaliser VS Code selon vos goûts grâce aux visites guidées. + +```{figure} /_static/lecture_specific/workspace/vs_code_walkthrough.png +:figclass: auto +``` +Lorsque l'invite suivante s'affiche, installez toutes les extensions recommandées. + +```{figure} /_static/lecture_specific/workspace/vs_code_install_ext.png +:figclass: auto +``` +Vous pouvez également installer des extensions depuis l'onglet Extensions. + +```{figure} /_static/lecture_specific/workspace/vs_code_extensions.png +:figclass: auto +``` +Les notebooks Jupyter (fichiers `.ipynb`) peuvent être travaillés dans VS Code. + +Assurez-vous d'installer l'extension Jupyter depuis l'onglet Extensions avant d'essayer d'ouvrir un notebook Jupyter. + +Créez un nouveau fichier (dans l'onglet Explorateur de fichiers) et enregistrez-le avec l'extension `.ipynb`. + +Choisissez un noyau/environnement dans lequel exécuter le notebook en cliquant sur le bouton Select Kernel dans le coin supérieur droit de l'éditeur. + +```{figure} /_static/lecture_specific/workspace/vs_code_kernels.png +:figclass: auto +``` + +VS Code dispose également d'excellentes fonctionnalités de contrôle de version via l'onglet Source Control. + +```{figure} /_static/lecture_specific/workspace/vs_code_git.png +:figclass: auto +``` +Liez votre compte GitHub à VS Code pour envoyer (push) et récupérer (pull) des modifications vers et depuis vos dépôts. + +D'autres discussions sur le contrôle de version se trouvent dans la section suivante. + +Pour ouvrir un nouveau terminal dans VS Code, cliquez sur l'onglet Terminal et sélectionnez New Terminal. + +VS Code ouvre un nouveau terminal dans le répertoire dans lequel vous travaillez — un PowerShell sous Windows et un Bash sous Linux. + +Vous pouvez changer de shell ou ouvrir une nouvelle instance via le menu déroulant situé à l'extrémité droite de l'onglet du terminal. + +```{figure} /_static/lecture_specific/workspace/vs_code_terminal_opts.png +:figclass: auto +``` + +VS Code vous aide à gérer les environnements conda sans utiliser la ligne de commande. + +Ouvrez la palette de commandes (CTRL + SHIFT + P ou depuis le menu déroulant sous l'onglet View) et recherchez ```Python: Select Interpreter```. + +Cela charge les environnements existants. + +Vous pouvez également créer de nouveaux environnements en utilisant ```Python: Create Environment``` dans la palette de commandes. + +Un nouvel environnement (dossier .conda) est créé dans le répertoire de travail actuel. + +Pour en venir aux scripts d'exemple présentés plus tôt, il existe là encore deux façons de travailler avec eux dans VS Code. + +- En utilisant le bouton d'exécution +- En utilisant le terminal + +### En utilisant le bouton d'exécution + +Vous pouvez exécuter le script en cliquant sur le bouton d'exécution dans le coin supérieur droit de l'éditeur. + +```{figure} /_static/lecture_specific/workspace/vs_code_run.png +:figclass: auto +``` + +Vous pouvez également exécuter le script de manière interactive en sélectionnant l'option **Run Current File in Interactive Window** dans le menu déroulant. + +```{figure} /_static/lecture_specific/workspace/vs_code_run_button.png +:figclass: auto +``` +Cela crée une console ipykernel et exécute le script. + +### En utilisant le terminal + +La commande `python ` est exécutée sur la console de votre choix. + +Si vous utilisez une machine Windows, vous pouvez utiliser soit l'invite Anaconda, soit l'invite de commande — mais, en général, pas PowerShell. + +Voici une exécution du code précédent. + +```{figure} /_static/lecture_specific/workspace/sine_wave_import.png +:figclass: auto +``` + +```{note} +Si vous souhaitez développer des paquets et créer des outils avec Python, vous voudrez peut-être vous renseigner sur [l'utilisation des conteneurs Docker et de VS Code](https://github.com/RamiKrispin/vscode-python). + +Cependant, cela sort du cadre de ces cours. +``` + +## Mettez la main à la pâte avec Git + +Cette section vous familiarisera avec git et GitHub. + +[Git](https://git-scm.com/) est un *système de contrôle de version* — un logiciel utilisé pour gérer des projets numériques tels que des bibliothèques de code. + +Dans de nombreux cas, les collections de fichiers associées — appelées *dépôts* — sont stockées sur [GitHub](https://github.com/). + +GitHub est un pays des merveilles rempli de projets de codage collaboratif. + +Par exemple, il héberge de nombreuses bibliothèques scientifiques que nous utiliserons plus tard, comme [celle-ci](https://github.com/pandas-dev/pandas). + +Git est le logiciel sous-jacent utilisé pour gérer ces projets. + +Git est un outil extrêmement puissant pour la collaboration distribuée — par exemple, nous l'utilisons pour partager et synchroniser tous les fichiers sources de ces cours. + +Il existe deux principales variantes de Git + +1. la version classique [Git en ligne de commande](https://git-scm.com/downloads/) +2. les diverses versions graphiques (GUI) à cliquer + * Voir, par exemple, la [version GitHub](https://github.com/apps/desktop) ou l'interface graphique Git intégrée à votre IDE. + +Si ce n'est pas déjà fait, essayez de + +1. Installer Git. +1. Obtenir une copie de [QuantEcon.py](https://github.com/QuantEcon/QuantEcon.py) à l'aide de Git. + +Par exemple, si vous avez installé la version en ligne de commande, ouvrez un terminal et saisissez. + +```bash +git clone https://github.com/QuantEcon/QuantEcon.py +``` +(C'est simplement `git clone` devant l'URL du dépôt) + +Cette commande téléchargera tous les composants nécessaires pour reconstruire le cours que vous êtes en train de lire. + +Comme deuxième tâche, + +1. Inscrivez-vous sur [GitHub](https://github.com/). +1. Renseignez-vous sur le « forking » des dépôts GitHub (faire un fork signifie créer votre propre copie d'un dépôt GitHub, stockée sur GitHub). +1. Faites un fork de [QuantEcon.py](https://github.com/QuantEcon/QuantEcon.py). +1. Clonez votre fork dans un répertoire local, apportez des modifications, validez-les (commit) et renvoyez-les (push) vers votre dépôt GitHub forké. +1. Si vous avez apporté une amélioration précieuse, envoyez-nous une [pull request](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/proposing-changes-to-your-work-with-pull-requests/about-pull-requests) ! + +Pour approfondir ces sujets et d'autres, essayez + +* [La documentation officielle de Git](https://git-scm.com/doc). +* La lecture de la documentation sur [GitHub](https://docs.github.com/en). +* [Pro Git Book](https://git-scm.com/book) par Scott Chacon et Ben Straub. +* L'un des milliers de tutoriels Git disponibles sur le Net. \ No newline at end of file diff --git a/lectures/writing_good_code.md b/lectures/writing_good_code.md new file mode 100644 index 0000000..2c7f601 --- /dev/null +++ b/lectures/writing_good_code.md @@ -0,0 +1,502 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst +kernelspec: + display_name: Python 3 + language: python + name: python3 +translation: + title: Écrire du bon code + headings: + Overview: Vue d'ensemble + An Example of Poor Code: Un exemple de code médiocre + Good Coding Practice: Bonnes pratiques de codage + Good Coding Practice::Don't Use Magic Numbers: N'utilisez pas de nombres magiques + Good Coding Practice::Don't Repeat Yourself: Ne vous répétez pas + Good Coding Practice::Minimize Global Variables: Minimisez les variables globales + Good Coding Practice::Minimize Global Variables::JIT Compilation: Compilation JIT + Good Coding Practice::Use Functions or Classes: Utilisez des fonctions ou des classes + Good Coding Practice::Use Functions or Classes::Which One, Functions or Classes?: "Lesquelles, des fonctions ou des classes\_?" + Revisiting the Example: Retour sur l'exemple + Exercises: Exercices +--- + +(writing_good_code)= +```{raw} jupyter + +``` + +# Écrire du bon code + +```{index} single: Models; Code style +``` + +```{epigraph} +« N'importe quel idiot peut écrire du code qu'un ordinateur peut comprendre. Les bons programmeurs écrivent du code que les humains peuvent comprendre. » -- Martin Fowler +``` + + +## Vue d'ensemble + +Lorsque les programmes informatiques sont petits, un code mal écrit n'est pas trop coûteux. + +Mais davantage de données, des modèles plus sophistiqués et une plus grande puissance de calcul nous permettent de nous attaquer à des problèmes plus difficiles impliquant l'écriture de programmes plus longs. + +Pour de tels programmes, un investissement dans de bonnes pratiques de codage rapportera de forts dividendes. + +Les principaux avantages sont une productivité accrue et un code plus rapide. + +Dans ce cours, nous passons en revue quelques éléments des bonnes pratiques de codage. + +Nous abordons également des développements modernes en calcul scientifique --- comme la compilation à la volée (just in time) --- et la manière dont ils affectent la conception d'un bon programme. + +## Un exemple de code médiocre + +Examinons du code mal écrit. + +Le rôle de ce code est de générer et de tracer des séries temporelles du modèle de Solow simplifié + +```{math} +:label: gc_solmod + +k_{t+1} = s k_t^{\alpha} + (1 - \delta) k_t, +\quad t = 0, 1, 2, \ldots +``` + +Ici + +* $k_t$ est le capital à l'instant $t$ et +* $s, \alpha, \delta$ sont des paramètres (épargne, un paramètre de productivité et dépréciation) + +Pour chaque paramétrage, le code + +1. fixe $k_0 = 1$ +1. itère en utilisant {eq}`gc_solmod` pour produire une séquence $k_0, k_1, k_2 \ldots , k_T$ +1. trace la séquence + +Les tracés seront regroupés en trois sous-figures. + +Dans chaque sous-figure, deux paramètres sont maintenus fixes tandis qu'un autre varie + +```{code-cell} ipython +import numpy as np +import matplotlib.pyplot as plt + +# Allouer la mémoire pour les séries temporelles +k = np.empty(50) + +fig, axes = plt.subplots(3, 1, figsize=(8, 16)) + +# Trajectoires avec différents α +δ = 0.1 +s = 0.4 +α = (0.25, 0.33, 0.45) + +for j in range(3): + k[0] = 1 + for t in range(49): + k[t+1] = s * k[t]**α[j] + (1 - δ) * k[t] + axes[0].plot(k, 'o-', label=rf"$\alpha = {α[j]},\; s = {s},\; \delta={δ}$") + +axes[0].grid(lw=0.2) +axes[0].set_ylim(0, 18) +axes[0].set_xlabel('temps') +axes[0].set_ylabel('capital') +axes[0].legend(loc='upper left', frameon=True) + +# Trajectoires avec différents s +δ = 0.1 +α = 0.33 +s = (0.3, 0.4, 0.5) + +for j in range(3): + k[0] = 1 + for t in range(49): + k[t+1] = s[j] * k[t]**α + (1 - δ) * k[t] + axes[1].plot(k, 'o-', label=rf"$\alpha = {α},\; s = {s[j]},\; \delta={δ}$") + +axes[1].grid(lw=0.2) +axes[1].set_xlabel('temps') +axes[1].set_ylabel('capital') +axes[1].set_ylim(0, 18) +axes[1].legend(loc='upper left', frameon=True) + +# Trajectoires avec différents δ +δ = (0.05, 0.1, 0.15) +α = 0.33 +s = 0.4 + +for j in range(3): + k[0] = 1 + for t in range(49): + k[t+1] = s * k[t]**α + (1 - δ[j]) * k[t] + axes[2].plot(k, 'o-', label=rf"$\alpha = {α},\; s = {s},\; \delta={δ[j]}$") + +axes[2].set_ylim(0, 18) +axes[2].set_xlabel('temps') +axes[2].set_ylabel('capital') +axes[2].grid(lw=0.2) +axes[2].legend(loc='upper left', frameon=True) + +plt.show() +``` + +Certes, le code suit plus ou moins la norme [PEP8](https://peps.python.org/pep-0008/). + +En même temps, il est très mal structuré. + +Voyons pourquoi c'est le cas, et ce que nous pouvons y faire. + +## Bonnes pratiques de codage + +Il existe généralement de nombreuses façons différentes d'écrire un programme qui accomplit une tâche donnée. + +Pour les petits programmes, comme celui ci-dessus, la façon dont vous écrivez le code n'a pas trop d'importance. + +Mais si vous êtes ambitieux et voulez produire des choses utiles, vous écrirez aussi des programmes de taille moyenne à grande. + +Dans ces contextes, le style de codage compte **énormément**. + +Heureusement, beaucoup de gens intelligents ont réfléchi à la meilleure façon d'écrire du code. + +Voici quelques préceptes de base. + +### N'utilisez pas de nombres magiques + +Si vous regardez le code ci-dessus, vous verrez des nombres comme `50`, `49` et `3` dispersés à travers le code. + +Ces types de littéraux numériques dans le corps de votre code sont parfois appelés « nombres magiques ». + +Ce n'est pas un compliment. + +Bien que les littéraux numériques ne soient pas tous à proscrire, les nombres montrés dans le programme ci-dessus devraient assurément être remplacés par des constantes nommées. + +Par exemple, le code ci-dessus pourrait déclarer la variable `time_series_length = 50`. + +Ensuite, dans les boucles, `49` devrait être remplacé par `time_series_length - 1`. + +Les avantages sont : + +* la signification est beaucoup plus claire partout +* pour modifier la longueur des séries temporelles, il ne faut changer qu'une seule valeur + +### Ne vous répétez pas + +L'autre péché mortel dans l'extrait de code ci-dessus est la répétition. + +Des blocs de logique (comme la boucle pour générer les séries temporelles) sont répétés avec seulement de légères modifications. + +Cela viole un principe fondamental de la programmation : Ne vous répétez pas (DRY, pour « Don't repeat yourself »). + +* Aussi appelé DIE (la duplication est le mal, « duplication is evil »). + +Oui, nous savons que vous pouvez simplement copier-coller et changer quelques symboles. + +Mais en tant que programmeur, votre objectif devrait être d'**automatiser** la répétition, **et non** de la faire vous-même. + +Plus important encore, répéter la même logique à différents endroits signifie qu'à terme, l'un d'eux sera probablement erroné. + +Si vous voulez en savoir plus, lisez l'excellent résumé qui se trouve sur [cette page](https://code.tutsplus.com/3-key-software-principles-you-must-understand--net-25161t). + +Nous verrons ci-dessous comment éviter la répétition. + +### Minimisez les variables globales + +Certes, les variables globales (c'est-à-dire les noms attribués à des valeurs en dehors de toute fonction ou classe) sont pratiques. + +Les programmeurs débutants utilisent généralement les variables globales sans retenue --- comme nous l'avons nous-mêmes fait autrefois. + +Mais les variables globales sont dangereuses, en particulier dans les programmes de taille moyenne à grande, car + +* elles peuvent affecter ce qui se passe dans n'importe quelle partie de votre programme +* elles peuvent être modifiées par n'importe quelle fonction + +Cela rend beaucoup plus difficile d'être certain de ce qu'une petite partie d'un morceau de code donné commande réellement. + +Voici une [discussion utile sur le sujet](https://wiki.c2.com/?GlobalVariablesAreBad). + +Bien qu'une variable globale occasionnelle dans de petits scripts ne soit pas un gros problème, nous vous recommandons de vous entraîner à les éviter. + +(Nous verrons comment juste en dessous). + +#### Compilation JIT + +Pour le calcul scientifique, il y a une autre bonne raison d'éviter les variables globales. + +Comme {doc}`nous l'avons vu dans des cours précédents `, la compilation JIT peut générer d'excellentes performances pour les langages de script comme Python. + +Mais la tâche du compilateur utilisé pour la compilation JIT devient plus difficile lorsque des variables globales sont présentes. + +Autrement dit, l'inférence de type requise pour la compilation JIT est plus sûre et plus efficace lorsque les variables sont isolées à l'intérieur d'une fonction. + +### Utilisez des fonctions ou des classes + +Heureusement, nous pouvons facilement éviter les maux des variables globales et du code WET. + +* WET signifie « we enjoy typing » (nous aimons taper) et est l'opposé de DRY. + +Nous pouvons le faire en utilisant fréquemment des fonctions ou des classes. + +En fait, les fonctions et les classes sont conçues spécifiquement pour nous aider à éviter de nous humilier en répétant du code ou en utilisant excessivement des variables globales. + +#### Lesquelles, des fonctions ou des classes ? + +Les deux peuvent être utiles, et en fait elles fonctionnent bien ensemble. + +Nous en apprendrons davantage sur ces sujets au fil du temps. + +(La préférence personnelle fait aussi partie de l'histoire) + +Ce qui est vraiment important, c'est que vous utilisiez l'une ou l'autre, ou les deux. + +## Retour sur l'exemple + +Voici du code qui reproduit le tracé ci-dessus avec un meilleur style de codage. + +```{code-cell} python3 +from itertools import product + +def plot_path(ax, αs, s_vals, δs, time_series_length=50): + """ + Add a time series plot to the axes ax for all given parameters. + """ + k = np.empty(time_series_length) + + for (α, s, δ) in product(αs, s_vals, δs): + k[0] = 1 + for t in range(time_series_length-1): + k[t+1] = s * k[t]**α + (1 - δ) * k[t] + ax.plot(k, 'o-', label=rf"$\alpha = {α},\; s = {s},\; \delta = {δ}$") + + ax.set_xlabel('temps') + ax.set_ylabel('capital') + ax.set_ylim(0, 18) + ax.legend(loc='upper left', frameon=True) + +fig, axes = plt.subplots(3, 1, figsize=(8, 16)) + +# Paramètres (αs, s_vals, δs) +set_one = ([0.25, 0.33, 0.45], [0.4], [0.1]) +set_two = ([0.33], [0.3, 0.4, 0.5], [0.1]) +set_three = ([0.33], [0.4], [0.05, 0.1, 0.15]) + +for (ax, params) in zip(axes, (set_one, set_two, set_three)): + αs, s_vals, δs = params + plot_path(ax, αs, s_vals, δs) + +plt.show() +``` + +Si vous examinez ce code, vous verrez que + +* il utilise une fonction pour éviter la répétition. +* Les variables globales sont mises en quarantaine en les regroupant à la fin, et non au début du programme. +* Les nombres magiques sont évités. +* La boucle à la fin, où le travail réel est effectué, est courte et relativement simple. + +## Exercices + +```{exercise-start} +:label: wgc-exercise-1 +``` + +Voici du code qui a besoin d'être amélioré. + +Il concerne un problème simple d'offre et de demande. + +L'offre est donnée par + +$$ +q_s(p) = \exp(\alpha p) - \beta. +$$ + +La courbe de demande est + +$$ +q_d(p) = \gamma p^{-\delta}. +$$ + +Les valeurs $\alpha$, $\beta$, $\gamma$ et +$\delta$ sont des **paramètres** + +L'équilibre $p^*$ est le prix tel que +$q_d(p) = q_s(p)$. + +Nous pouvons résoudre cet équilibre à l'aide d'un algorithme de recherche de racine. +Plus précisément, nous trouverons le $p$ tel que $h(p) = 0$, +où + +$$ +h(p) := q_d(p) - q_s(p) +$$ + +Cela donne le prix d'équilibre $p^*$. À partir de là, nous obtenons la +quantité d'équilibre par $q^* = q_s(p^*)$ + +Les valeurs des paramètres seront + +- $\alpha = 0.1$ +- $\beta = 1$ +- $\gamma = 1$ +- $\delta = 1$ + +```{code-cell} ipython3 +from scipy.optimize import brentq + +# Calculer l'équilibre +def h(p): + return p**(-1) - (np.exp(0.1 * p) - 1) # demande - offre + +p_star = brentq(h, 2, 4) +q_star = np.exp(0.1 * p_star) - 1 + +print(f'Le prix d\'équilibre est {p_star: .2f}') +print(f'La quantité d\'équilibre est {q_star: .2f}') +``` + +Traçons également nos résultats. + +```{code-cell} ipython3 +# Maintenant, tracer +grid = np.linspace(2, 4, 100) +fig, ax = plt.subplots() + +qs = np.exp(0.1 * grid) - 1 +qd = grid**(-1) + + +ax.plot(grid, qd, 'b-', lw=2, label='demande') +ax.plot(grid, qs, 'g-', lw=2, label='offre') + +ax.set_xlabel('prix') +ax.set_ylabel('quantité') +ax.legend(loc='upper center') + +plt.show() +``` + +Nous voulons également considérer les déplacements de l'offre et de la demande. + +Par exemple, voyons ce qui se passe lorsque la demande se déplace vers le haut, avec $\gamma$ augmentant à $1.25$ : + +```{code-cell} ipython3 +# Calculer l'équilibre +def h(p): + return 1.25 * p**(-1) - (np.exp(0.1 * p) - 1) + +p_star = brentq(h, 2, 4) +q_star = np.exp(0.1 * p_star) - 1 + +print(f'Le prix d\'équilibre est {p_star: .2f}') +print(f'La quantité d\'équilibre est {q_star: .2f}') +``` + +```{code-cell} ipython3 +# Maintenant, tracer +p_grid = np.linspace(2, 4, 100) +fig, ax = plt.subplots() + +qs = np.exp(0.1 * p_grid) - 1 +qd = 1.25 * p_grid**(-1) + + +ax.plot(grid, qd, 'b-', lw=2, label='demande') +ax.plot(grid, qs, 'g-', lw=2, label='offre') + +ax.set_xlabel('prix') +ax.set_ylabel('quantité') +ax.legend(loc='upper center') + +plt.show() +``` + +Maintenant, nous pourrions considérer les déplacements de l'offre, mais vous saisissez déjà l'idée qu'il y a +beaucoup de code répété ici. + +Réorganisez et améliorez la clarté du code ci-dessus en utilisant les principes discutés +dans ce cours. + +```{exercise-end} +``` + +```{solution-start} wgc-exercise-1 +:class: dropdown +``` + +Voici une solution, qui utilise une classe : + +```{code-cell} ipython3 +class Equilibrium: + + def __init__(self, α=0.1, β=1, γ=1, δ=1): + self.α, self.β, self.γ, self.δ = α, β, γ, δ + + def qs(self, p): + return np.exp(self.α * p) - self.β + + def qd(self, p): + return self.γ * p**(-self.δ) + + def compute_equilibrium(self): + def h(p): + return self.qd(p) - self.qs(p) + p_star = brentq(h, 2, 4) + q_star = np.exp(self.α * p_star) - self.β + + print(f'Le prix d\'équilibre est {p_star: .2f}') + print(f'La quantité d\'équilibre est {q_star: .2f}') + + def plot_equilibrium(self): + # Maintenant, tracer + grid = np.linspace(2, 4, 100) + fig, ax = plt.subplots() + + ax.plot(grid, self.qd(grid), 'b-', lw=2, label='demande') + ax.plot(grid, self.qs(grid), 'g-', lw=2, label='offre') + + ax.set_xlabel('prix') + ax.set_ylabel('quantité') + ax.legend(loc='upper center') + + plt.show() +``` + +Créons une instance avec les valeurs par défaut des paramètres. + +```{code-cell} ipython3 +eq = Equilibrium() +``` + +Maintenant, nous allons calculer l'équilibre et le tracer. + +```{code-cell} ipython3 +eq.compute_equilibrium() +``` + +```{code-cell} ipython3 +eq.plot_equilibrium() +``` + +L'une des belles choses à propos de notre code réorganisé est que, lorsque nous changeons +les paramètres, nous n'avons pas besoin de nous répéter : + +```{code-cell} ipython3 +eq.γ = 1.25 +``` + +```{code-cell} ipython3 +eq.compute_equilibrium() +``` + +```{code-cell} ipython3 +eq.plot_equilibrium() +``` + +```{solution-end} +``` \ No newline at end of file