ESMAP generates data and analytics that power smarter energy decisions across low- and middle-income countries.
ESMAP different types of data, which includes:
- Energy access data – geospatial and survey-based data on electricity and clean cooking access
- Infrastructure and electrification planning data – least-cost geospatial models comparing grid, mini-grid, and stand-alone solutions
- Utility performance and financial data – tariffs, collection rates, governance indicators, and benchmarking across utilities
- Clean cooking market and supply chain data –stove technologies, distribution networks, consumer preferences, and adoption barriers
- Socioeconomic and gender impact data – links between energy access and health, the environment, and women’s economic empowerment.
That data is tracked through several data apps.
ESMAP data is free to use and open access. Please acknowledge ESMAP as the data source.









































