Side by side
csvkit vs DataCleaner
Both stand on data preparation software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan LinuxMacWindows
csvkit brings a broad set of CSV operations into command-line workflows, including conversion, inspection, SQL, and file combination. Its documented performance limits are worth considering for larger files or faster processing needs.
Visit csvkit Free plan Open source APILinuxMac+2
DataCleaner combines data profiling with cleansing rules, reference-data checks, and multiple input types. It is free and open source, with the latest listed download release identified as community edition 5.9.0.
Visit DataCleanerThe facts
| csvkit | DataCleaner | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Yes |
| Runs on | Linux, Mac, Windows | API, Linux, Mac, Self-hosted, Windows |
| Lowest paid plan | Free or on request | Free or on request |
| Plans published | 1 | 2 |
| Maker | Not published | Not published |
| Website | github.com | datacleaner.github.io |
| On data preparation software | #3 of 28 | #1 of 28 |
csvkit: what it does well
- Free, MIT-licensed software.
- Converts Excel, JSON, and fixed-width files to CSV.
- Includes column selection, sorting, and row filtering tools.
- Supports SQL queries and PostgreSQL imports.
- Commands can be connected through standard input and output.
What to know first
- May reach its limits with larger files or faster processing.
- The tutorial assumes basic command-line familiarity.
- Provided without warranty.
DataCleaner: what it does well
- Profiles patterns and missing values
- Works with CSV and Excel files
- Supports relational and NoSQL databases
- Cleansing rules include custom transformations
- Desktop versions for Linux, macOS, and Windows
What to know first
- The listed 5.8.1 release news is dated February 9, 2022
- Code is licensed under LGPL
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