Data Matching Python Packages

recordlinkage

A powerful and modular toolkit for record linkage and duplicate detection in Python

splink

Fast, accurate and scalable probabilistic data linkage with support for multiple SQL backends

fuzzymatcher

Record linking package that fuzzy matches two Python pandas dataframes using sqlite3 fts4

csvmatch

🔎 Finds fuzzy matches between CSV files

pyjedai

An open-source library that leverages Python’s data science ecosystem to build powerful end-to-end Entity Resolution workflows.

entity-embed

PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.

textmatch

🔎 Finds fuzzy matches between datasets

person-linkage-case-study

Person linkage case study for PyPI.