mikekiwa/tidyextractors

A collection of tools for extracting tidy data.

tidyextractors

Overview

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.

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

Features

• 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

• Local Git Repositories
• Twitter User Data (including Tweets) using the Twitter API
• Emails stored in the Mbox file format.

Installing

Just run pip3 install tidyextractors.