Tech riderRev. 20 Sept 2026
Python Record Linkage Toolkit
- 1Runs onself-hosted
- 2CostsNot stated by the maker
- 3Fuzzy matchingYes
- 4API accessYes
3 lines stated Written from the maker's own pages: recordlinkage.readthedocs.io
Overview
Python Record Linkage Toolkit is ranked #26 of 27 in data deduplication software on Specifiction. It runs on Self-hosted.
Compared on data deduplication software
- Free plan
- Yesrecordlinkage.readthedocs.io
- Fuzzy matching
- Yesrecordlinkage.readthedocs.io
- API access
- Yesrecordlinkage.readthedocs.io
Facts
- Purpose
- The Python Record Linkage Toolkit is a Python library for linking records between data sources and finding duplicates within a source.recordlinkage.readthedocs.io · 4 Oct 2026
- Intended use
- The project is developed for research and linking small or medium sized files.recordlinkage.readthedocs.io · 4 Oct 2026
- Data preparation
- It provides tools to clean and standardize data, including phonetic encoding.recordlinkage.readthedocs.io · 4 Oct 2026
- Candidate generation
- Its indexing methods include blocking and sorted neighbourhood indexing to make candidate record pairs.recordlinkage.readthedocs.io · 4 Oct 2026
- Record comparison
- It compares strings, numbers, and dates using comparison and similarity measures.recordlinkage.readthedocs.io · 4 Oct 2026
- Classification
- It includes supervised and unsupervised classification algorithms.recordlinkage.readthedocs.io · 4 Oct 2026
- Evaluation
- The toolkit includes record linkage evaluation tools and built-in datasets.recordlinkage.readthedocs.io · 4 Oct 2026
- Extensibility
- Users can add their own indexing algorithms, comparison or similarity measures, and classifiers.recordlinkage.readthedocs.io · 4 Oct 2026
- Integrations
- The toolkit uses pandas and NumPy, and its pandas integration can fit into existing data manipulation projects.recordlinkage.readthedocs.io · 4 Oct 2026
- Install
- The package can be installed with pip or cloned from GitHub; the stable installation page says it requires Python 3.6 or higher.recordlinkage.readthedocs.io · 4 Oct 2026
- Scale limit
- The project describes its intended workload as small or medium sized files; full indexing can be slow on large dataframes because comparisons scale quadratically.recordlinkage.readthedocs.io · 4 Oct 2026
- License
- The project repository identifies the toolkit's license as BSD-3-Clause.github.com · 4 Oct 2026
- Support
- The project repository directs users with questions to contact the maintainer by email.github.com · 4 Oct 2026
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Where it ranks on Specifiction
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Sources
- recordlinkage.readthedocs.io/en/stable/about.html· checked 4 Oct 2026
- recordlinkage.readthedocs.io/en/stable/ref-index.html· checked 4 Oct 2026
- recordlinkage.readthedocs.io/en/stable/installation.html· checked 4 Oct 2026
- github.com/J535D165/recordlinkage· checked 4 Oct 2026