scrub_db

https://github.com/4rlm/scrub_db

Scrub your database, api data, web scraping data, and web form submissions based on your custom criteria. Allows for different criteria for different jobs. Returns detailed reporting to zero-in on your data with ease, efficiency, and greater insight. Allows for option to pre-format data before scrubbing to also normalize and standardize your data sets, ex uniform URL patterns