awesome-data-quality

Awesome tools and resources for dealing with rogue data 😎

Readings and Resources:

• Machine-learning on dirty data in Python: a tutorial (Gaël Varoquaux)
• Dirty data science: Machine learning on noncurated data (Gaël Varoquaux)
• The Quartz guide to bad data

Tools:

• dirty_cat: machine learning on dirty categories

Fuzzy matching/identity resolution:

• dedupe.io
• Python Record Linkage Toolkit
• fuzzymatcher