About tidyextractors

tidyextractors makes extracting data from supported sources as painless as possible, delivering you a populated Pandas DataFrame in just a few lines of code. tidyextractors was inspired by Hadley Wickham’s (2014) paper which introduces “tidy data” as a conceptual framework for data preparation.


  • Extracts data with minimal effort.
  • Creates readable code that requires minimal explanation.
  • Exports Pandas Dataframes to maximize compatibility with the Python data science ecosystem.

Currently Implemented Data Sources


bash pip3 install tidyextractors


For more information, including code examples, API reference, and general documentation, click HERE.