diff --git a/.Rbuildignore b/.Rbuildignore
index e404c2a..272eaeb 100644
--- a/.Rbuildignore
+++ b/.Rbuildignore
@@ -9,3 +9,4 @@
^pkgdown$
^\.github$
^references
+^package_processing\.R$
diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml
index 14159b7..8a5bca6 100644
--- a/.github/workflows/R-CMD-check.yaml
+++ b/.github/workflows/R-CMD-check.yaml
@@ -1,10 +1,13 @@
-# Workflow derived from https://github.com/r-lib/actions/tree/v2/examples
+# R CMD check on every push and pull request, written by washr::setup_ci().
+# Derived from https://github.com/r-lib/actions/tree/v2/examples (check-standard),
+# with the dev branch in the triggers as the openwashdata review standard requires.
# Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help
on:
push:
- branches: [main, master]
+ branches: [main, master, dev]
pull_request:
- branches: [main, master]
+ branches: [main, master, dev]
+ workflow_dispatch:
name: R-CMD-check
@@ -47,4 +50,4 @@ jobs:
- uses: r-lib/actions/check-r-package@v2
with:
upload-snapshots: true
- build_args: 'c("--no-manual","--compact-vignettes=gs+qpdf")'
+ build_args: 'c("--no-manual")'
diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml
new file mode 100644
index 0000000..622b667
--- /dev/null
+++ b/.github/workflows/pkgdown.yaml
@@ -0,0 +1,47 @@
+# Workflow derived from https://github.com/r-lib/actions/tree/v2/examples
+# Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help
+on:
+ push:
+ branches: [main, master]
+ pull_request:
+ release:
+ types: [published]
+ workflow_dispatch:
+
+name: pkgdown.yaml
+
+permissions: read-all
+
+jobs:
+ pkgdown:
+ runs-on: ubuntu-latest
+ # Only restrict concurrency for non-PR jobs
+ concurrency:
+ group: pkgdown-${{ github.event_name != 'pull_request' || github.run_id }}
+ env:
+ GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
+ permissions:
+ contents: write
+ steps:
+ - uses: actions/checkout@v6
+
+ - uses: r-lib/actions/setup-pandoc@v2
+
+ - uses: r-lib/actions/setup-r@v2
+
+ - uses: r-lib/actions/setup-r-dependencies@v2
+ with:
+ extra-packages: any::pkgdown, local::.
+ needs: website
+
+ - name: Build site
+ run: pkgdown::build_site_github_pages(new_process = FALSE, install = FALSE)
+ shell: Rscript {0}
+
+ - name: Deploy to GitHub pages
+ if: github.event_name != 'pull_request'
+ uses: JamesIves/github-pages-deploy-action@d92aa235d04922e8f08b40ce78cc5442fcfbfa2f # v4.8.0
+ with:
+ clean: false
+ branch: gh-pages
+ folder: docs
diff --git a/.gitignore b/.gitignore
index 7c794aa..457525e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,3 +4,4 @@
.httr-oauth
.DS_Store
.quarto
+docs
diff --git a/CITATION.cff b/CITATION.cff
index b115966..d74b6db 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -1,16 +1,16 @@
-# -----------------------------------------------------------
-# CITATION file created with {cffr} R package, v1.0.0
+# ------------------------------------------------
+# CITATION.cff file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
-# -----------------------------------------------------------
+# ------------------------------------------------
cff-version: 1.2.0
message: 'To cite package "rwpfunctionality" in publications use:'
-type: software
+type: dataset
license: CC-BY-4.0
-title: 'rwpfunctionality: Water point functionality assessment in nine sub-Saharan
- Africa and South Asia countries'
+title: 'rwpfunctionality: Water point functionality in sub-Saharan Africa and South
+ Asia'
version: 0.0.1
-doi: 10.5281/zenodo.10878635
+doi: 10.5281/zenodo.10878634
abstract: 'Water point monitoring data associated with the paper "[Rural water point
functionality estimates and associations: evidence from nine countries in sub-Saharan
Africa and South Asia](https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2023WR034679)"
@@ -38,9 +38,34 @@ authors:
- family-names: Kayser
given-names: Georgia L.
orcid: https://orcid.org/0000-0002-3273-184X
-date-released: '2024-03-26'
+repository-code: https://github.com/openwashdata/rwpfunctionality
+url: https://github.com/openwashdata/rwpfunctionality
+date-released: '2024-03-11'
contact:
- family-names: Götschmann
given-names: Margaux
email: margauxg@ethz.ch
orcid: https://orcid.org/0009-0002-2567-3343
+keywords:
+- open data
+- washdata
+- water points
+- functionality
+- rural water supply
+- water committees
+- Ethiopia
+- India
+- Malawi
+- Mali
+- Mozambique
+- Nepal
+- Niger
+- Rwanda
+- Uganda
+- management
+- open-data
+- r
+- wash
+- water
+- waterpoint
+
diff --git a/DESCRIPTION b/DESCRIPTION
index 070f3d2..e3140cb 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,6 +1,5 @@
Package: rwpfunctionality
-Title: Water point functionality assessment in nine sub-Saharan Africa and South
- Asia countries
+Title: Water point functionality in sub-Saharan Africa and South Asia
Version: 0.0.1
Authors@R: c(
person("Margaux", "Götschmann", , "margauxg@ethz.ch", role = c("aut", "cre"),
@@ -18,9 +17,15 @@ Description: Water point monitoring data associated with the paper "[Rural water
License: CC BY 4.0
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
-RoxygenNote: 7.3.1
Depends:
R (>= 2.10)
LazyData: true
Language: en-GB
Date: 2024-03-11
+Config/Needs/website: rmarkdown, tidyverse, kableExtra
+URL: https://github.com/openwashdata/rwpfunctionality
+BugReports: https://github.com/openwashdata/rwpfunctionality/issues
+X-schema.org-keywords: open data, washdata, water points, functionality, rural water supply, water committees, Ethiopia, India, Malawi, Mali, Mozambique, Nepal, Niger, Rwanda, Uganda
+X-schema.org-spatialCoverage: Ethiopia, India, Malawi, Mali, Mozambique, Nepal, Niger, Rwanda, Uganda
+X-schema.org-temporalCoverage: 2017-05-22/2020-12-19
+Config/roxygen2/version: 8.0.0
diff --git a/R/rwpfunctionality.R b/R/rwpfunctionality.R
index 8f35e19..632da62 100644
--- a/R/rwpfunctionality.R
+++ b/R/rwpfunctionality.R
@@ -1,5 +1,4 @@
-#' Water point functionality assessment in nine sub-Saharan Africa and South
-#' Asia countries
+#' Water point functionality in sub-Saharan Africa and South Asia
#'
#' Water point monitoring data associated with the paper "[Rural water point
#' functionality estimates and associations: evidence from nine countries in sub-Saharan
@@ -7,6 +6,7 @@
#'
#' @format A tibble with 1793 rows and 52 variables
#' \describe{
+#' \item{id}{Row number assigned during processing}
#' \item{country}{Name of the country}
#' \item{admin1}{Administrative unit 1}
#' \item{admin2}{Administrative unit 2}
diff --git a/README.Rmd b/README.Rmd
index e113448..fc971b6 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -17,6 +17,7 @@ knitr::opts_chunk$set(
fig.path = "man/figures/README-",
out.width = "100%"
)
+knitr::opts_chunk$set(screenshot.force = FALSE)
library(tidyverse)
```
@@ -68,7 +69,7 @@ Sustained functionality of rural water systems is a global challenge. Addressing
The dataset includes observations of water point functionality and management committee questionnaires. Displayed on the map are the locations of the water points.
-
+
The package provides access to one single dataset.
@@ -115,11 +116,9 @@ rwpfunctionality |>
scale_fill_manual(values = custom_colors) + # Set custom colors
labs(title = "Functionality rating for water points", fill = NULL,
x = "", # Empty x-axis label
- y = "Count") + # y-axis label
- scale_fill_manual(labels = c("Functional", "Partially functional", "Abandoned or not functional"),
- values = custom_colors) # Custom legend labels
+ y = "Count") # y-axis label
```
-Based on this pie chart, it could be interesting to redefine the category "Partially functional" to gain insights and precision on this aspect of the data. However, we still clearly see that only a small part of the water points are functional.
+Based on this pie chart, it could be interesting to redefine the category "Partially functional" to gain insights and precision on this aspect of the data. Most water points are functional: `r sum(rwpfunctionality$functional3 == "Functional")` of `r nrow(rwpfunctionality)`.
### Water Points Types
@@ -146,7 +145,7 @@ This plot provides insight into the distribution of different types of water poi
## License
Data are available as
-[CC-BY](https://github.com/openwashdata/rwpfunctionality/LICENSE.md).
+[CC-BY](https://github.com/openwashdata/rwpfunctionality/blob/main/LICENSE.md).
## Citation
diff --git a/README.md b/README.md
index c1e1729..1cc2348 100644
--- a/README.md
+++ b/README.md
@@ -32,8 +32,8 @@ devtools::install_github("openwashdata/rwpfunctionality")
Alternatively, you can download the dataset as a CSV or XLSX file from
the table below.
-| dataset | CSV | XLSX |
-|:-----------------|:------------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------|
+| dataset | CSV | XLSX |
+|:---|:---|:---|
| rwpfunctionality | [Download CSV](https://github.com/openwashdata/rwpfunctionality/raw/main/inst/extdata/rwpfunctionality.csv) | [Download XLSX](https://github.com/openwashdata/rwpfunctionality/raw/main/inst/extdata/rwpfunctionality.xlsx) |
## Project goal
@@ -42,14 +42,13 @@ Sustained functionality of rural water systems is a global challenge.
Addressing premature failures and unreliable performance of water points
is crucial to achieve the 2030 Sustainable Development Goal (SDG) 6,
which calls for universal and equitable access to safe and affordable
-drinking water for all (“Safely Managed Drinking-Water” 2017). As of
+drinking water for all (*Safely Managed Drinking-Water* 2017). As of
2020, 771 million people lacked a basic water service (“Progress on
-Household Drinking Water, Sanitation and Hygiene, 2000-2020: Five Years
-into the SDGs” 2021). Yet even for those with water services, unreliable
-water infrastructure that provides intermittent supply, or is broken
-down or abandoned, contributes to unsustainable and unsafe water access
-worldwide (Allaire, Wu, and Lall 2018; Burt et al. 2018; Klug, Shields,
-and Bartram 2018; Valcourt et al. 2020).
+Household Drinking Water, Sanitation and Hygiene, 2000-2020” 2021). Yet
+even for those with water services, unreliable water infrastructure that
+provides intermittent supply, or is broken down or abandoned,
+contributes to unsustainable and unsafe water access worldwide (Allaire
+et al. 2018; Burt et al. 2018; Klug et al. 2018; Valcourt et al. 2020).
## Data
@@ -57,7 +56,7 @@ The dataset includes observations of water point functionality and
management committee questionnaires. Displayed on the map are the
locations of the water points.
-
+
The package provides access to one single dataset.
@@ -75,320 +74,565 @@ rwpfunctionality
| + variable_name | ++ variable_type | ++ description | +
|---|---|---|
| + +id + | + ++ +double + | ++ +Row number assigned during processing + | + +
| + country | ++ character | ++ Name of the country | +
| + admin1 | ++ character | ++ Administrative unit 1 | +
| + admin2 | ++ character | ++ Administrative unit 2 | +
| + admin3 | ++ character | ++ Administrative unit 3 | +
| + instance_wp | ++ character | ++ Survey ID | +
| + subdate_wp | ++ character | ++ Submission date | +
| + latitude_wp | ++ double | ++ Latitude | +
| + longitude_wp | ++ double | ++ Longitude | +
| + elevation_wp | ++ double | ++ Elevation | +
| + commid_wp | ++ character | ++ Community ID | +
| + dataorg_wp | ++ character | ++ Code for country program | +
| + timepoint_wp | ++ character | ++ Data collection time point | +
| + cwfunded_wp | ++ character | ++ Charity water-funded water point | +
| + cwid | ++ character | ++ Charity water point ID | +
| + wptype | ++ character | ++ Water point type | +
| + pumptype | ++ character | ++ Pump type | +
| + drillmethod | ++ character | ++ Methodology used to dig the well or borehole | +
| + piped_source | ++ character | ++ Source of piped water | +
| + piped_pump | ++ character | ++ Infrastructure through which water travels from the source to the storage tank | +
| + rehabyn | ++ character | ++ This water point has undergone rehabilitation with the assistance of an outside organization since its construction | +
| + qtyhh_wp | ++ double | ++ Number of households served by this water point, either presently or during its last operational period | +
| + whomanage_wp | ++ character | ++ Primarily responsible for managing this water point | +
| + wp_age | ++ double | ++ Years between the reported construction year of the water point and the year of the survey | +
| + rehab_age | ++ double | ++ Years between the reported most recent rehabilitation year of the water point and the year of the survey | +
| + qtypeople_wp | ++ double | ++ Number of people served by this water point, either now or the last time it was working | +
| + wateravailable | ++ character | ++ Water availability from this water point | +
| + functional3 | ++ character | ++ Functionality rating for water point: ‘Abandoned or not functional’ means no water available \>1 year or no water available today OR (water available, but insufficient quantity AND downtime reported in prior 2 @@ -399,186 +643,314 @@ downtime reported in prior 2 weeks and ‘Functional’ means water is available, sufficient quantity is available - 20L in 5 minutes - and no downtime reported in prior 2 weeks | +
| + whynowatertoday_wp | ++ character | ++ Reason for unavailability of water from this water point today | +
| + whynowatertoday_wp_other | ++ character | ++ Other reason for water not being available today | +
| + minutesfill20l | ++ double | ++ Time required to fill the 20 liters container | +
| + brokendays_wp | ++ double | ++ Number of days it took to repair water the point last time it broke down | +
| + qtymonthsnowater_wp | ++ double | ++ Number of months in the past year when water was not available from this water point because it was dry | +
| + downtime2weeks | ++ character | ++ Water has not been available from this water point for a full day or more due to breakdown, seasonal dryness, or lack of fuel or electricity in the past two weeks | +
| + lockedfullday_wp | ++ character | ++ Service has been turned off or the water point has been locked in the past year by the management for reasons other than breakdowns | +
| + pumpstrokes | ++ double | ++ Number of pump strokes needed until water begins to flow | +
| + photo_wp | ++ character | ++ Photograph of the water point | +
| + grant_number_wp | ++ double | ++ Water grant number | +
| + wc_present_wp | ++ character | ++ Existence of water committee in this community that manages water points used for drinking | +
| + paytocollect_wp | ++ character | ++ Obligation for people to contribute money to collect water in this community | +
| + balance_any_dollars_wp | ++ double | ++ Amount of money saved by the committee (converted to USD) | +
| + improved_wponly_wp | ++ double | ++ Number of improved water point types used in the community | +
| + qtyhh_c_wp | ++ double | ++ Number of households in this community | +
| + wc_admin_index_wp | ++ character | ++ Administrative index for water committee: ‘Inadequate’ means WC hasn’t met in \>6 months, ‘Minimum’ means WC has reported to have met within 6 months, ‘Moderate’ means WC has reported to have met within 6 months, @@ -586,15 +958,23 @@ and has at least 1/3 female members and ‘Advanced’ means WC has reported to have met within 6 months, has at least 1/3 female members, AND has record of a meeting within previous 6 months | +
| + wc_finance_index_wp | ++ character | ++ Finance index for water committee: ‘Inadequate’ means WC does not collect fees, ‘Minimum’ means WC reports a fee collection system, ‘Moderate’ means WC reports collecting fees and reports having savings @@ -603,15 +983,23 @@ savings, can demonstrate a fee collection or balance, and reports that money is kept in a cash box, bank account, mobile money, or borehole banking | +
| + wc_maint_index_wp | ++ character | ++ Maintenance index for water committee: ‘Inadequate’ means WC cannot identify a person for water point maintenance, ‘Minimum’ means WC can identify a person for water point maintenance , ‘Moderate’ means WC can @@ -621,81 +1009,132 @@ can identify a repair person and that person has had training. Plus, the community has access to tools and spare parts AND reported that someone has performed preventive maintenence within the past year | +
| + wc_mgmt_index_wp | ++ character | ++ Overall management index for water committee: ‘Inadequate’ means WC is inadequate in any of the above indices, ‘Minimum’ means WC meets minimum level in all above indices, ‘Moderate’ means WC meets moderate level in all above indices and ‘Advanced’ means WC meets moderate level in all above indices AND advanced level in at least one of the above | +
| + wc_savings_wp | ++ double | ++ Existence of money saved from water committee to repair water points | +
| + wpqty_wp | ++ double | ++ Number of drinking water points in this community, working or not | +
| + pop_1000 | ++ double | +
+
Population aggregated for a 1-km radius around the water point (data
from from |
+
| + annual_rain | ++ double | +
+
Average annual mm of precipitation for administrative unit 2 (average
from 1991-2020, from |
+
| + season | ++ character | +
+
Season of data collection, according to hostorical rainall amounts (from
|
+
+
Based on this pie chart, it could be interesting to redefine the
category “Partially functional” to gain insights and precision on this
-aspect of the data. However, we still clearly see that only a small part
-of the water points are functional.
+aspect of the data. Most water points are functional: 1333 of 1793.
### Water Points Types
@@ -747,7 +1183,7 @@ ggplot(rwpfunctionality, aes(x = wptype)) +
coord_flip() # Flip coordinates to make it horizontal
```
-
+
This plot provides insight into the distribution of different types of
water points present in the dataset. Understanding the prevalence of
@@ -762,7 +1198,7 @@ more efficient or suitable water point types.
## License
Data are available as
-[CC-BY](https://github.com/openwashdata/rwpfunctionality/LICENSE.md).
+[CC-BY](https://github.com/openwashdata/rwpfunctionality/blob/main/LICENSE.md).
## Citation
@@ -773,17 +1209,22 @@ citation("rwpfunctionality")
#> To cite package 'rwpfunctionality' in publications use:
#>
#> Götschmann M, Murray A, Stone G, Yang A, Lawrence N, Matthews H,
-#> Kayser G (2024). "rwpfunctionality: Water point functionality
-#> assessment in nine sub-Saharan Africa and South Asia countries."
+#> Kayser G (2024). "rwpfunctionality: Water point functionality in
+#> sub-Saharan Africa and South Asia." doi:10.5281/zenodo.10878634
+#> Attribution 4.0 International
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if You include all or a substantial portion of the database contents in a database in which You have Sui Generis Database Rights, then the database in which You have Sui Generis Database Rights (but not its individual contents) is Adapted Material; and
You must comply with the conditions in Section 3(a) if You Share all or a substantial portion of the contents of the database.
For the avoidance of doubt, this Section 4 supplements and does not replace Your obligations under this Public License where the Licensed Rights include other Copyright and Similar Rights.
-Section 5 – Disclaimer of Warranties and Limitation of Liability.
-UNLESS OTHERWISE SEPARATELY UNDERTAKEN BY THE LICENSOR, TO THE EXTENT POSSIBLE, THE LICENSOR OFFERS THE LICENSED MATERIAL AS-IS AND AS-AVAILABLE, AND MAKES NO REPRESENTATIONS OR WARRANTIES OF ANY KIND CONCERNING THE LICENSED MATERIAL, WHETHER EXPRESS, IMPLIED, STATUTORY, OR OTHER. THIS INCLUDES, WITHOUT LIMITATION, WARRANTIES OF TITLE, MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, NON-INFRINGEMENT, ABSENCE OF LATENT OR OTHER DEFECTS, ACCURACY, OR THE PRESENCE OR ABSENCE OF ERRORS, WHETHER OR NOT KNOWN OR DISCOVERABLE. WHERE DISCLAIMERS OF WARRANTIES ARE NOT ALLOWED IN FULL OR IN PART, THIS DISCLAIMER MAY NOT APPLY TO YOU.
TO THE EXTENT POSSIBLE, IN NO EVENT WILL THE LICENSOR BE LIABLE TO YOU ON ANY LEGAL THEORY (INCLUDING, WITHOUT LIMITATION, NEGLIGENCE) OR OTHERWISE FOR ANY DIRECT, SPECIAL, INDIRECT, INCIDENTAL, CONSEQUENTIAL, PUNITIVE, EXEMPLARY, OR OTHER LOSSES, COSTS, EXPENSES, OR DAMAGES ARISING OUT OF THIS PUBLIC LICENSE OR USE OF THE LICENSED MATERIAL, EVEN IF THE LICENSOR HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH LOSSES, COSTS, EXPENSES, OR DAMAGES. WHERE A LIMITATION OF LIABILITY IS NOT ALLOWED IN FULL OR IN PART, THIS LIMITATION MAY NOT APPLY TO YOU.
The disclaimer of warranties and limitation of liability provided above shall be interpreted in a manner that, to the extent possible, most closely approximates an absolute disclaimer and waiver of all liability.
Section 6 – Term and Termination.
-This Public License applies for the term of the Copyright and Similar Rights licensed here. However, if You fail to comply with this Public License, then Your rights under this Public License terminate automatically.
Where Your right to use the Licensed Material has terminated under Section 6(a), it reinstates:
-automatically as of the date the violation is cured, provided it is cured within 30 days of Your discovery of the violation; or
upon express reinstatement by the Licensor.
For the avoidance of doubt, this Section 6(b) does not affect any right the Licensor may have to seek remedies for Your violations of this Public License.
-For the avoidance of doubt, the Licensor may also offer the Licensed Material under separate terms or conditions or stop distributing the Licensed Material at any time; however, doing so will not terminate this Public License.
Sections 1, 5, 6, 7, and 8 survive termination of this Public License.
Section 7 – Other Terms and Conditions.
-The Licensor shall not be bound by any additional or different terms or conditions communicated by You unless expressly agreed.
Any arrangements, understandings, or agreements regarding the Licensed Material not stated herein are separate from and independent of the terms and conditions of this Public License.
Section 8 – Interpretation.
-For the avoidance of doubt, this Public License does not, and shall not be interpreted to, reduce, limit, restrict, or impose conditions on any use of the Licensed Material that could lawfully be made without permission under this Public License.
To the extent possible, if any provision of this Public License is deemed unenforceable, it shall be automatically reformed to the minimum extent necessary to make it enforceable. If the provision cannot be reformed, it shall be severed from this Public License without affecting the enforceability of the remaining terms and conditions.
No term or condition of this Public License will be waived and no failure to comply consented to unless expressly agreed to by the Licensor.
Nothing in this Public License constitutes or may be interpreted as a limitation upon, or waiver of, any privileges and immunities that apply to the Licensor or You, including from the legal processes of any jurisdiction or authority.
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