This catalog describes the number of street lights available in the city which are LED and connected to renewable resources

This indicator denotes educational opportunity, and determines the coverage of formal education among school-aged population in the city and availability of adequate number of teachers in schools for providing primary education

This indicator helps in determining the Digital Payments efficiency of a city

The catalog contains data regarding the pollution levels of the city. It provides the monthly mean concentration of various pollutant particles such as Pm2.5, Pm10, NO2, SO2 and O3.