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 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")
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
liken-0.8.0.tar.gz
(36.7 kB
view details)
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
liken-0.8.0-py3-none-any.whl
(65.3 kB
view details)
File details
Details for the file liken-0.8.0.tar.gz.
File metadata
- Download URL: liken-0.8.0.tar.gz
- Upload date:
- Size: 36.7 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: uv/0.11.9 {"installer":{"name":"uv","version":"0.11.9","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
67359c488ca565e25bcb2b0c0736a9edb32b064b47374c10d51f132bc3d94b5e
|
|
| MD5 |
ce4b94ef94a40693c629ae442c3717e2
|
|
| BLAKE2b-256 |
bd50ef57bc0364504d0a6b50f53d6a87d7b2bc56626c53495e69d3955fb368ea
|
File details
Details for the file liken-0.8.0-py3-none-any.whl.
File metadata
- Download URL: liken-0.8.0-py3-none-any.whl
- Upload date:
- Size: 65.3 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: uv/0.11.9 {"installer":{"name":"uv","version":"0.11.9","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
9a2003b184f1ce2723b73f882707d614222c33bb126ae05cc70c67a4ea7b7d47
|
|
| MD5 |
929d161c387b5393501b648b716c1afb
|
|
| BLAKE2b-256 |
3ee3597ffd3789ac0f5d2e7449bae23147695c7105040c4a032a78a74e46c869
|
