I combined the toolkit I've been building for the last few days with your data and some of the processing code. Not sure if this is something you'd be interested in, but I can put together a PR to add the script to the repo. You can take a look here, it's not as pretty as your code, but it is tested and works. Results have been compared with other benford py libraries. Here's the link: https://github.com/FraudAnalysis/Benford2020/blob/main/Analysis.ipynb
I combined the toolkit I've been building for the last few days with your data and some of the processing code. Not sure if this is something you'd be interested in, but I can put together a PR to add the script to the repo. You can take a look here, it's not as pretty as your code, but it is tested and works. Results have been compared with other benford py libraries. Here's the link: https://github.com/FraudAnalysis/Benford2020/blob/main/Analysis.ipynb