BBMP Trade License Applications Dataset

[Vivek Matthew]

Hello all,

I have consolidated details related to BBMP trade license applications in Bengaluru, and put it together in a dataset that can be found here: https://github.com/Vonter/bbmp-trade-license/

The data includes close to 9 lakh trade license applications, from 2014 to 2025. Each trade license application includes details like Trade Category, License Date and Ward. The full data dictionary is available here: https://github.com/Vonter/bbmp-trade-license/blob/main/DATA.md

To quickly explore the data: https://hyparam.github.io/demos/hyparquet/?key=https%3A%2F%2Fraw.githubusercontent.com%2FVonter%2Fbbmp-trade-license%2Fmain%2Fdata%2Ftrade-license.parquet

To download the full dataset: https://github.com/Vonter/bbmp-trade-license/releases/latest/download/trade-license.csv.gz

Regards,

Vivek