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The Top 23 Data Cleaning Open Source Projects

Open source projects categorized as Data Cleaning
Categories > Data Processing > Data Cleaning
Openrefine ⭐ 10,106
OpenRefine is a free, open source power tool for working with messy data and improving it
dependent packages 1total releases 10most recent commit 3 months ago
Great_expectations ⭐ 9,179
Always know what to expect from your data.
dependent packages 53total releases 256most recent commit 3 months agopypi great-expectations} Downloads
Miller ⭐ 8,397
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
total releases 65most recent commit 3 months ago
Cleanlab ⭐ 8,182
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages 8total releases 24most recent commit 21 days agopypi cleanlab} Downloads
Pandera ⭐ 2,807
A light-weight, flexible, and expressive statistical data testing library
dependent packages 97total releases 79most recent commit 3 months agopypi pandera} Downloads
Pandas Videos ⭐ 1,808
Jupyter notebook and datasets from the pandas Q&A video series
most recent commit 2 years ago
Dataprep ⭐ 1,807
Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.
dependent packages 2total releases 36most recent commit 5 months agopypi dataprep} Downloads
Dat8 ⭐ 1,549
General Assembly's 2015 Data Science course in Washington, DC
most recent commit 2 years ago
Optimus ⭐ 1,446
🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
total releases 32most recent commit 11 days ago
Janitor ⭐ 1,315
simple tools for data cleaning in R
dependent packages 140total releases 13most recent commit 3 months ago
Data Forge Ts ⭐ 1,236
The JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.
dependent packages 29total releases 143most recent commit 10 months agonpm data-forge} Downloads
Skrub ⭐ 1,010
Prepping tables for machine learning
total releases 3most recent commit 2 days ago
Yobulkdev ⭐ 786
🔥 🔥 🔥Open Source & AI driven Data Onboarding Platform:Free flatfile.com alternative
most recent commit 9 months ago
Schema Inspector ⭐ 500
Schema-Inspector is a simple JavaScript object sanitization and validation module.
dependent packages 73total releases 45most recent commit 7 months agonpm schema-inspector} Downloads
Educhat ⭐ 467
An open-source educational chat model from ICALK, East China Normal University. 开源中英教育对话大模型。(通用基座模型，GPU部署，数据清理) 致敬: LLaMA, MOSS, BELLE, Ziya, vLLM
most recent commit 4 months ago
Klib ⭐ 446
Easy to use Python library of customized functions for cleaning and analyzing data.
dependent packages 1total releases 62most recent commit 3 months agopypi klib} Downloads
Objectiv Analytics ⭐ 408
Powerful product analytics for data teams, with full control over data & models.
dependent packages 23total releases 51most recent commit a year agonpm @objectiv/developer-tools} Downloads
Validate ⭐ 390
Professional data validation for the R environment
dependent packages 11total releases 17most recent commit 8 months ago
Encord Active ⭐ 385
The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.
total releases 75most recent commit 3 months ago
Voicebook ⭐ 325
🗣️ A book and repo to get you started programming voice computing applications in Python (10 chapters and 200+ scripts).
most recent commit a year ago
Nonechucks ⭐ 315
Deal with bad samples in your dataset dynamically, use Transforms as Filters, and more!
total releases 18most recent commit 3 years ago
Hypergbm ⭐ 306
A full pipeline AutoML tool for tabular data
dependent packages 1total releases 17most recent commit 4 months agopypi hypergbm} Downloads
Feature Engineering Tutorials ⭐ 217
Data Science Feature Engineering and Selection Tutorials
most recent commit a year ago
The 10 Most Depended On Data Cleaning Open Source Projects
Janitor ⭐ 1,315
simple tools for data cleaning in R
dependent packages 140total releases 13latest release February 02, 2023most recent commit 3 months ago
Pandera ⭐ 2,807
A light-weight, flexible, and expressive statistical data testing library
dependent packages 97total releases 79latest release December 08, 2023most recent commit 3 months agopypi pandera} Downloads
Schema Inspector ⭐ 500
Schema-Inspector is a simple JavaScript object sanitization and validation module.
dependent packages 73total releases 45latest release October 01, 2023most recent commit 7 months agonpm schema-inspector} Downloads
Great_expectations ⭐ 9,179
Always know what to expect from your data.
dependent packages 53total releases 256latest release December 08, 2023most recent commit 3 months agopypi great-expectations} Downloads
Data Forge Ts ⭐ 1,236
The JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.
dependent packages 29total releases 143latest release July 05, 2023most recent commit 10 months agonpm data-forge} Downloads
Objectiv Analytics ⭐ 408
Powerful product analytics for data teams, with full control over data & models.
dependent packages 23total releases 51latest release November 28, 2022most recent commit a year agonpm @objectiv/developer-tools} Downloads
Validate ⭐ 390
Professional data validation for the R environment
dependent packages 11total releases 17latest release March 24, 2022most recent commit 8 months ago
Cleanlab ⭐ 8,182
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages 8total releases 24latest release September 11, 2023most recent commit 21 days agopypi cleanlab} Downloads
Datapipe ⭐ 12
dataPipe is a data processing and data analytics library for JavaScript. Inspired by LINQ (C#) and Pandas (Python)
dependent packages 5total releases 61latest release November 08, 2022most recent commit a year agonpm datapipe-js} Downloads
The 10 Latest Releases In Data Cleaning Open Source Projects
Great_expectations ⭐ 9,179
Always know what to expect from your data.
dependent packages 53total releases 256latest release December 08, 2023most recent commit 3 months agopypi great-expectations} Downloads
Pandera ⭐ 2,807
A light-weight, flexible, and expressive statistical data testing library
dependent packages 97total releases 79latest release December 08, 2023most recent commit 3 months agopypi pandera} Downloads
Sliceguard ⭐ 43
A library for detecting problematic data segments in structured and unstructured data with few lines of code.
dependent packages 1total releases 32latest release November 28, 2023most recent commit 4 months agopypi sliceguard} Downloads
Cleanlab Studio ⭐ 16
Client interface for all things Cleanlab Studio
total releases 47latest release November 14, 2023most recent commit 3 months ago
Pythresh ⭐ 113
Outlier Detection Thresholding
total releases 26latest release November 05, 2023most recent commit 3 months ago
Ontology Mapper ⭐ 10
Tool for mapping (uncontrolled) terms to ontology terms
total releases 20latest release October 27, 2023most recent commit 5 months ago
Bunkatopics ⭐ 43
🗺️ Data Cleaning and Textual Data Visualization 🗺️
total releases 41latest release October 20, 2023most recent commit 3 months ago
Schema Inspector ⭐ 500
Schema-Inspector is a simple JavaScript object sanitization and validation module.
dependent packages 73total releases 45latest release October 01, 2023most recent commit 7 months agonpm schema-inspector} Downloads
Popular Data Processing Categories
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Dataset
Sql
Validation
Pipeline
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