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 methods
- 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
import liken as lk
df = lk.dedupe(df).apply(lk.fuzzy()).drop_duplicates("address").collect()
License
This project is licensed under the Apache-2.0 License. See the LICENSE file for more details.
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