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").collect()
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-0.6.0.tar.gz
(30.3 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-0.6.0-py3-none-any.whl
(36.4 kB
view details)
File details
Details for the file liken-0.6.0.tar.gz.
File metadata
- Download URL: liken-0.6.0.tar.gz
- Upload date:
- Size: 30.3 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: uv/0.11.0 {"installer":{"name":"uv","version":"0.11.0","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 |
3a95451048af970458adc6cbe29e1cee3ffdc94c9338d794ddb338fbaaf68b37
|
|
| MD5 |
b7b94046487c9bf1986a1d342f920dbf
|
|
| BLAKE2b-256 |
a3f505770112327857153f737a2e7caed14dba8522e3ef30e7ab7f94917abb74
|
File details
Details for the file liken-0.6.0-py3-none-any.whl.
File metadata
- Download URL: liken-0.6.0-py3-none-any.whl
- Upload date:
- Size: 36.4 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: uv/0.11.0 {"installer":{"name":"uv","version":"0.11.0","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 |
735219ec00e9968779fb85c14451fce9a0abe166bbd31f709642beaf111e1e6b
|
|
| MD5 |
277273f00d0c79dd2ec76129c34734d5
|
|
| BLAKE2b-256 |
7b04dd4f1944475e7a7077021a9f3fd85cd416c962a0433846969ce4b02e6eeb
|
