SHRUG for Business

Leverage the core SHRUG to understand India at the highest possible resolution.


Examine the demography of cities, urbanizing areas, and rural communities - and how it is changing.


Quantify public good provision, assets, consumption, environmental characteristics, and other key metrics.


Inspect your indicators of interest at previously impossible levels of spatial resolution.

To discuss using the SHRUG for your business, please reach out to us at

We can also build custom solutions using our universe of data that extends far beyond what is otherwise available, or help you integrate your own data and do awesome stuff with it.


Development Data Lab works with governments and private firms to generate bespoke insights from our data platform or your own data. For more information, send us an email.