Construction, Infrastructure & Smart Cities

GIS, remote sensing, air quality and open data for cities and infrastructure.

All levels Beginner Advanced Expert

Beginner

Start here. No background needed beyond school maths.

Live and historical air-quality readings from monitoring stations across India, the data for air-quality analysis and forecasting projects.

Central Pollution Control Board

Thousands of public datasets from Indian ministries and states on transport, cities, water, health, agriculture and more, for real-data projects.

Government of India