ahmed-mohammed2001/egypt-climate-intelligence-platform

Unified platform combining 45 years of historical weather data (1981-2025) with real-time monitoring across all 27 Egyptian governorates, delivering actionable climate insights for government, agriculture, energy, and public health sectors. # Egyptian Weather Data Engineering & Analytics Platform > **A comprehensive end-to-end data engineering solution for climate intelligence across Egypt** Unified platform combining **44 years of historical weather data** (1981-2025) with **real-time monitoring** across all **27 Egyptian governorates**, delivering actionable climate insights for government, agriculture, energy, and public health sectors. --- ## 📋 Table of Contents - Overview - Key Features - Architecture - Technology Stack - Data Coverage - Project Main Structure Components - Pipeline Details - Data Model - Dashboards & Visualizations - Team - License - Acknowledgments --- ## Overview This project main purpose is to build a scalable, hybrid data platform that processes **1.9M+ historical records** and provides **sub-30-second real-time monitoring** capabilities. ### Key Achievements - ✅ **1.9M+ historical records** processed across 44 years - ✅ **27 governorates** with complete climate profiles - ✅ **100% data quality** test pass rate (35/35 tests) - ✅ **processing time reduction** with optimized incremental loading - ✅ **Zero data loss** in production --- ## Key Features ### Lambda Architecture **Batch Pipeline (Historical Analysis)** - 44 years of weather history (1981-2025) - 1.9M+ data points across weather, air quality, and solar energy - Incremental loading - Automated data quality testing **Streaming Pipeline (Real-Time Monitoring)** - 30-second update intervals - All 27 governorates monitored simultaneously - Kafka + Spark distributed processing ### Advanced Analytics - 📊 Climate trend analysis and forecasting - 🌡️ Temperature, humidity, and precipitation tracking - 💨 Air quality monitoring (AQI, PM2.5, PM10, pollutants) - ☀️ Solar energy potential assessment (UV index, irradiance) - 🗺️ Regional comparative analysis - 📈 Year-over-year change detection ### Data Quality & Governance - Automated testing framework (DBT) - Referential integrity enforcement - Audit trails a …