Test Driven Data Cleaning Alternatives

Scaffolds out methods and tests for collaborative data cleaning.
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Alternatives To DataKind-SG/test-driven-data-cleaning
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
OpenRefine/OpenRefine 10,106 0 1 about 2 years ago 10 April 05, 2023 639 bsd-3-clause Java
OpenRefine is a free, open source power tool for working with messy data and improving it
great-expectations/great_expectations 9,179 0 53 about 2 years ago 256 December 08, 2023 182 apache-2.0 Python
Always know what to expect from your data.
johnkerl/miller 8,397 0 0 about 2 years ago 65 November 26, 2022 90 other Go
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
cleanlab/cleanlab 7,747 0 8 about 2 years ago 24 September 11, 2023 97 agpl-3.0 Python
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
unionai-oss/pandera 2,807 0 97 about 2 years ago 79 December 08, 2023 321 mit Python
A light-weight, flexible, and expressive statistical data testing library
justmarkham/pandas-videos 1,808 0 0 almost 4 years ago 0 0 Jupyter Notebook
Jupyter notebook and datasets from the pandas Q&A video series
sfu-db/dataprep 1,807 0 2 over 2 years ago 36 February 03, 2023 156 mit Python
Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.
skrub-data/skrub 1,591 0 0 4 days ago 3 September 14, 2022 56 bsd-3-clause Python
Machine learning with dataframes
justmarkham/DAT8 1,549 0 0 over 3 years ago 0 0 Jupyter Notebook
General Assembly's 2015 Data Science course in Washington, DC
hi-primus/optimus 1,540 0 0 over 1 year ago 32 June 19, 2022 29 apache-2.0 Python
:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
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