A Python library for near deduplication and record linkage.
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Project description
Introduction
Liken is a library providing enhanced deduplication tooling for DataFrames.
The key features are:
- Near deduplication
- Ready-to-use deduplication strategies
- Record linkage and canonicalization
- Rules-based deduplication
- Pandas, Polars and PySpark support
- Customizable in pure Python
A flexible API
Checkout the API Documentation
Installation
pip install liken
Example
from liken import Dedupe, fuzzy
lk = Dedupe(df)
lk.apply(fuzzy())
df = lk.drop_duplicates("address")
License
This project is licensed under the Apache-2.0 License. See the LICENSE file for more details.
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