Datacleaning

Open-source projects categorized as Datacleaning
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Topics: Data Science Python datacleaner eda data-engineering
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Top 6 Datacleaning Open-Source Projects

  • OpenRefine

    OpenRefine is a free, open source power tool for working with messy data and improving it

    • Project mention: Ask HN: What Underrated Open Source Project Deserves More Recognition? | news.ycombinator.com | 2024-03-07

    "OpenRefine is a powerful free, open source tool for working with messy data: cleaning it; transforming it from one format into another; and extending it with web services and external data." https://openrefine.org/

  • great_expectations

    Always know what to expect from your data.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • dataprep

    Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

  • yobulkdev

    🔥 🔥 🔥Open Source & AI driven Data Onboarding Platform:Free flatfile.com alternative

  • pandas-data-cleaner

    A package to aid with data cleaning using pandas.

  • PARSE-CLIP

    A simple CLIP based project for combining images from multiple datasets.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Datacleaning related posts

  • Data Quality at Scale with Great Expectations, Spark, and Airflow on EMR

    2 projects | dev.to | 24 Apr 2023

  • Soda Core (OSS) is now GA! So, why should you add checks to your data pipelines?

    3 projects | /r/dataengineering | 28 Jun 2022

  • Greatexpectations - Always know what to expect from your data.

    1 project | /r/github_trends | 7 May 2022

  • Greatexpectations – Always know what to expect from your data

    1 project | news.ycombinator.com | 7 May 2022

  • [D] Do you use data engineering pipelines for real life projects?

    1 project | /r/MachineLearning | 1 Apr 2022

  • Just starting to get into automated testing, should I be looking for a dedicated tool or library for data engineering specifically?

    1 project | /r/dataengineering | 14 May 2021

  • What Do You Do To Invalid Data In Your Pipeline

    1 project | /r/dataengineering | 24 Dec 2020
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    www.saashub.com | 6 May 2024
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Index

What are some of the best open-source Datacleaning projects? This list will help you:

Project Stars
1 OpenRefine 10,498
2 great_expectations 9,479
3 dataprep 1,920
4 yobulkdev 850
5 pandas-data-cleaner 5
6 PARSE-CLIP 3

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