A Python library for near deduplication and record linkage.
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
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.
Project details
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file liken-0.2.2.tar.gz.
File metadata
- Download URL: liken-0.2.2.tar.gz
- Upload date:
- Size: 29.9 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
20b1915eac0a8815cf04be6ed6e491fb598f722b86e637f4a755732e1454e64a
|
|
| MD5 |
4af68740d420fa93c9608b169c0af805
|
|
| BLAKE2b-256 |
9836d8c8dff7edb9020df6e73a5fe62b2f15a77b089dacf3d55e7afceb6954ce
|
Provenance
The following attestation bundles were made for liken-0.2.2.tar.gz:
Publisher:
release.yml on VictorAut/liken
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
liken-0.2.2.tar.gz -
Subject digest:
20b1915eac0a8815cf04be6ed6e491fb598f722b86e637f4a755732e1454e64a - Sigstore transparency entry: 958375061
- Sigstore integration time:
-
Permalink:
VictorAut/liken@a0e95997b13dadd63b5b78d872145d011fec87f0 -
Branch / Tag:
refs/tags/v0.2.2 - Owner: https://github.com/VictorAut
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@a0e95997b13dadd63b5b78d872145d011fec87f0 -
Trigger Event:
workflow_dispatch
-
Statement type:
File details
Details for the file liken-0.2.2-py3-none-any.whl.
File metadata
- Download URL: liken-0.2.2-py3-none-any.whl
- Upload date:
- Size: 35.5 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
1d8e3e4d59fb3401462a135968acfebdda81ade46e7cacb6d07d7dfe8fab788b
|
|
| MD5 |
535708004f59b20b7b0ee6750aeaa773
|
|
| BLAKE2b-256 |
ed7409ccfec47fe49b1bb85e384fdad926e627e38fe8035bb726a4ba5052b201
|
Provenance
The following attestation bundles were made for liken-0.2.2-py3-none-any.whl:
Publisher:
release.yml on VictorAut/liken
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
liken-0.2.2-py3-none-any.whl -
Subject digest:
1d8e3e4d59fb3401462a135968acfebdda81ade46e7cacb6d07d7dfe8fab788b - Sigstore transparency entry: 958375118
- Sigstore integration time:
-
Permalink:
VictorAut/liken@a0e95997b13dadd63b5b78d872145d011fec87f0 -
Branch / Tag:
refs/tags/v0.2.2 - Owner: https://github.com/VictorAut
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@a0e95997b13dadd63b5b78d872145d011fec87f0 -
Trigger Event:
workflow_dispatch
-
Statement type:
