ux-analytics

A complete machine-learning system that predicts AI assistant user satisfaction using behavioral signals such as device, usage category, time features, session metrics, and model metadata. Includes full ML pipeline, SHAP explainability, evaluation suite, and an interactive Streamlit analytics dashboard.

NotJar is a powerful, fully open-source alternative to Hotjar, designed for developers and privacy-conscious teams. It allows you to monitor user behavior on your own servers, giving you full control over your data.

A Python-based NLP project that classifies airline tweets as positive, neutral, or negative with ~80% accuracy using Logistic Regression. Features text preprocessing with NLTK and TF-IDF, and visualizations with Matplotlib/Seaborn. Built to analyze user feedback, with applications in UX analytics and social impact.

Official Flutter SDK for Unilitix — African-first mobile UX analytics

Top Session Replay Platform (Opensource) 🌟 Star if you like it! 🌟

Track users across multiple domains or devices to identify them inside Air360

Collect user properties inside Air360 to create powerful segments

Track custom event properties to add more context to your events inside Air360

UX telemetry funnel analysis for a healthcare appointment app using Python & Power BI

Track technical errors to detect them inside Air360.

UX and product analytics project diagnosing ecommerce funnel drop-offs from real clickstream data.

Track every user interaction with your website to collect clicks, mouse movements, page views, scrolls, and more.

Behavioral analytics and A/A/B testing pipeline for FoodFlow. Audits user conversion funnels, validates experiment integrity, and evaluates UX typography changes using Python, Pandas, and SciPy (Mann-Whitney U tests with Bonferroni correction).

Student and Staff App is a platform catering to the German University in Cairo community, integrating essential features like anonymous confessions, academic queries, lost and found, location services, and user-controlled news/events, while tracking usability data for continual improvement.

Track purchases to collect eCommerce properties inside Air360.