Pywrangle

About

PyWrangle is an open-source Python library for data wrangling. Wikipedia defines data wrangling as follows:

is the process of transforming and mapping data from one "raw" data form into another format with the intent of making it more appropriate and valuable for a variety of downstream purposes such as analytics

Functions

PyWrangle currently supports:

• cleaning strings
• tracking dataframe changes
• identifying data entry errors

Documentation & Distribution

Documentation is available here

Distribution is available here

Install

Requirements

• Python >= 3.6
• numpy >= 1.14.4
• pandas >= 1.0.3
• fuzzywuzzy >= 0.18.0
• python-levenshtein >= 0.12.0
• metaphone >= 0.6

Pip Install

To install pywrangle, use pip:

pip install pywrangle

Import

Per convention with Python libraries for data science, import pywrangle as follows:

>>> import pywrangle as pw

Contributing

Like all developers, I love open source. Please reference the contributing guidelines here