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Tech riderRev. 30 Sept 2026

DataCleaner

Ch 047.0of 30 Data Cleansing Software
  1. 1Runs onLinux, Mac, Windows
  2. 2CostsFree plan
  3. 3Standardization rulesYes
  4. 4Data validationYes
  5. 5Data enrichmentYes
  6. 6Processing modebatch
6 lines stated Written from the maker's own pages: datacleaner.github.io
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The DataCleaner homepage

Overview

DataCleaner is ranked #4 of 30 in data cleansing software on Specifiction. It runs on Linux, macOS, Windows. There is a free plan.

DataCleaner plans and pricing

All plans
DataCleaner community edition Free Open source · LGPL datacleaner.github.io · 30 Sept 2026

Compared on data cleansing software

Standardization rules
Yesdatacleaner.github.io
Data validation
Yesdatacleaner.github.io
Data enrichment
Yesdatacleaner.github.io
Processing mode
batchdatacleaner.github.io

Facts

Purpose
DataCleaner is an open source data quality solution with a data profiling engine for discovering and analyzing data quality.datacleaner.github.io · 30 Sept 2026
Profiling
Its profiling engine finds patterns, missing values, character sets, and other characteristics of data values.datacleaner.github.io · 30 Sept 2026
Data sources
It handles CSV files, Excel spreadsheets, relational databases, and NoSQL databases.datacleaner.github.io · 30 Sept 2026
Cleansing
Users can build cleansing rules using search and replace, regular expressions, pattern matching, or custom transformations.datacleaner.github.io · 30 Sept 2026
Reference data
It can use internal or external reference data to verify data values against the real world.datacleaner.github.io · 30 Sept 2026
Ecosystem
The project describes community driven extensions, integrations, and shared content.datacleaner.github.io · 30 Sept 2026
Integrations
The site names Apache Hadoop, Apache Spark, Pentaho Data Integration, and Apache MetaModel as supported integrations or connectivity options.datacleaner.github.io · 30 Sept 2026
Extensibility
Developers can embed DataCleaner in other applications and build plugins for specific use cases.datacleaner.github.io · 30 Sept 2026
License
The site states that the code is licensed under the Lesser General Public License (LGPL).datacleaner.github.io · 30 Sept 2026
Latest listed release
The downloads page lists DataCleaner community edition 5.9.0 as the latest release.datacleaner.github.io · 30 Sept 2026
Java support
The release news states DataCleaner 5.8.1 runs on Java versions 9 through 17.datacleaner.github.io · 30 Sept 2026
Discussion and support
Community discussion posts are powered by GitHub issues and use the Discussion or Question label.datacleaner.github.io · 30 Sept 2026
Release activity
The news page lists the DataCleaner 5.8.1 release dated February 9, 2022.datacleaner.github.io · 30 Sept 2026

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