Development Data Lab presents the SHRUG Atlas. The portal is built on a collection of over 600,000 geographic units called "shrids". These geographic units allow us to aggregate satellite and census-derived data to consistent geographical areas and represent them via an interactive web-based portal. Each variable included in the portal is selectable from the layer menu, easily interrogated, and readily downloadable. For an interactive walkthrough of instructions on how to use the portal, please click the "Atlas Tour" button in the bottom left of the menu sidebar. Data is shown at both district and village/town level; zoom in (out) for more (less) detail.
The purpose of this platform is to democratize access to this information for researchers, policymakers, and the general public. To download the raw data, please visit the SHRUG download page, which also provides access to complete metadata tables describing all variables and datasets included on the platform. Please note that the complete data available for download includes more variables than are present on the visualization platform. We are continually working to improve this platform and the underlying data.
To reach out with questions or
comments, send us an
email (after reading this info box and the FAQ on this page).
The SHRUG continues to be a work in progress. The
underlying data consist largely of remote sensing or
administrative data collected by the government. We have
corrected obvious errors but some data may still be
incorrect. Use at your own discretion.