DataCleaner
7.4#3 in data preparation softwareFree planFree planAPILinuxmacOSSelf-hosted
Visit| Fact | DataCleaner | Infosys Data Workbench |
|---|---|---|
| Cleansing | Users can build cleansing rules using search and replace, regular expressions, pattern matching, or custom transformations. | It supports data cleansing and standardization, including machine-learning enrichment and outlier detection, plus clustering and filtering options. |
| Profiling | Its profiling engine finds patterns, missing values, character sets, and other characteristics of data values. | It offers one-click profiling using machine learning models and complex business-rule validation. |
| Purpose | DataCleaner is an open source data quality solution with a data profiling engine for discovering and analyzing data quality. | Infosys Data Workbench (iDW) is a scalable data quality solution with lightweight analytical master data management capabilities. |
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DataCleaner suits people who need to profile and clean data from files or databases, including developers who want to embed it or build plugins. It is available for Linux, macOS, and Windows.
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