**Dataset Description:** - This dataset has population data of each Indian district from 2001 and 2011 censuses. - The special thing about this data is that it has centroids for each district and state. - Centroids for a district are calculated by mapping border of each district as a polygon of latitude/longitude points in a 2D plane and then calculating their mean center. - Centroids for a state are calculated by calculating the weighted mean center of all districts that constitutes a state. The population count is the weight assigned to each district. **Example Analysis:** * The complete code for calculating the centroids and web scraping for the data is [shared on GitHub][1]. * The purpose of this project was to map population density center for each state. * You can also read about the complete project here: https://medium.com/@sumit.arora/plotting-weighted-mean-population-centroids-on-a-country-map-22da408c1397 **Output Screenshots:** Indian districts mapped as polygons ![Indian districts mapped as polygons][2] Mapping centroids for each district ![Mapping centroids for each district][3] Mean centers of population by state, 2001 vs. 2011 ![Mean centers of population by state, 2001 vs. 2011][4] National center of population ![National center of population][5] [1]: https://github.com/sumit-code/population-density-India [2]: https://i.imgur.com/UK1DCGW.png [3]: https://i.imgur.com/KCAh7Jj.png [4]: https://i.imgur.com/TLHPHjB.png [5]: https://i.imgur.com/yYxE4Hc.png