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The Top 23 Data Profiling Open Source Projects

Open source projects categorized as Data Profiling
Categories > Data Profiling
Ydata Profiling ⭐ 11,983
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
dependent packages 116total releases 40most recent commit 19 days agopypi pandas-profiling} Downloads
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
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 20 days agopypi cleanlab} Downloads
Openmetadata ⭐ 3,512
Open Standard for Metadata. A Single place to Discover, Collaborate and Get your data right.
dependent packages 3total releases 240most recent commit 3 months agopypi openmetadata-ingestion} Downloads
Sweetviz ⭐ 2,687
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 14total releases 35most recent commit 5 months agopypi sweetviz} Downloads
Soda Core ⭐ 1,644
⚡ Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io
most recent commit 3 months ago
Optimus ⭐ 1,446
🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
total releases 32most recent commit 10 days ago
Odd Platform ⭐ 1,047
First open-source data discovery and observability platform. We make a life for data practitioners easy so you can focus on your business.
most recent commit 3 months ago
Cleanvision ⭐ 739
Automatically find issues in image datasets and practice data-centric computer vision.
dependent packages 1total releases 10most recent commit 5 months agopypi cleanvision} Downloads
Traceml ⭐ 490
Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
dependent packages 12total releases 10most recent commit 2 months agopypi pandas-summary} Downloads
Popmon ⭐ 461
Monitor the stability of a Pandas or Spark dataframe ⚙︎
dependent packages 2total releases 36most recent commit 9 months agopypi popmon} Downloads
Haupt ⭐ 451
Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon
dependent packages 1total releases 86most recent commit 15 days agopypi haupt} Downloads
Piperider ⭐ 443
Code review for data in dbt
total releases 427most recent commit 4 months ago
Bumblebee ⭐ 124
🚕 A spreadsheet-like data preparation web app that works over Optimus (Pandas, Dask, cuDF, Dask-cuDF, Spark and Vaex)
most recent commit a year ago
Swiple ⭐ 72
Swiple enables you to easily observe, understand, validate and improve the quality of your data
most recent commit 4 months ago
Desbordante ⭐ 54
Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.
most recent commit 3 months ago
Data Profiling ⭐ 46
a set of scripts to pull meta data and data profiling metrics from relational database systems
most recent commit 3 years ago
Odd Collector ⭐ 39
Open-source metadata collector based on ODD Specification
total releases 1most recent commit 6 months ago
Dqo ⭐ 37
Data Quality and Observability platform with custom rules, data quality KPIs and data quality dashboards. Measure the data quality, not only observe it!
total releases 11most recent commit 3 months ago
Metacrafter ⭐ 34
Metadata and data identification tool and Python library. Identifies PII, common identifiers, language specific identifiers. Fully customizable and flexible rules
total releases 2most recent commit 5 months ago
Auctus ⭐ 34
Dataset search engine, discovering data from a variety of sources, profiling it, and allowing advanced queries on the index
most recent commit a year ago
Fta ⭐ 21
Metadata/data identification Java library. Identifies Semantic Type information (e.g. Gender, Age, Color, Country,...). Extensive country/language support. Extensible via user-defined plugins. Comprehensive Profiling support.
total releases 318most recent commit 3 months ago
Raymon ⭐ 17
The official http://raymon.ai data profiling and logging library.
most recent commit 2 years ago
The 9 Most Depended On Data Profiling Open Source Projects
Ydata Profiling ⭐ 11,983
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
dependent packages 116total releases 40latest release February 03, 2023most recent commit 19 days agopypi pandas-profiling} 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
Sweetviz ⭐ 2,687
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 14total releases 35latest release November 29, 2023most recent commit 5 months agopypi sweetviz} Downloads
Traceml ⭐ 490
Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
dependent packages 12total releases 10latest release November 25, 2021most recent commit 2 months agopypi pandas-summary} Downloads
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 20 days agopypi cleanlab} Downloads
Openmetadata ⭐ 3,512
Open Standard for Metadata. A Single place to Discover, Collaborate and Get your data right.
dependent packages 3total releases 240latest release December 07, 2023most recent commit 3 months agopypi openmetadata-ingestion} Downloads
Popmon ⭐ 461
Monitor the stability of a Pandas or Spark dataframe ⚙︎
dependent packages 2total releases 36latest release July 18, 2023most recent commit 9 months agopypi popmon} Downloads
Cleanvision ⭐ 739
Automatically find issues in image datasets and practice data-centric computer vision.
dependent packages 1total releases 10latest release September 01, 2023most recent commit 5 months agopypi cleanvision} Downloads
Haupt ⭐ 451
Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon
dependent packages 1total releases 86latest release December 10, 2023most recent commit 15 days agopypi haupt} Downloads
The 10 Latest Releases In Data Profiling Open Source Projects
Piperider ⭐ 443
Code review for data in dbt
total releases 427latest release December 11, 2023most recent commit 4 months ago
Haupt ⭐ 451
Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon
dependent packages 1total releases 86latest release December 10, 2023most recent commit 15 days agopypi haupt} 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
Openmetadata ⭐ 3,512
Open Standard for Metadata. A Single place to Discover, Collaborate and Get your data right.
dependent packages 3total releases 240latest release December 07, 2023most recent commit 3 months agopypi openmetadata-ingestion} Downloads
Sweetviz ⭐ 2,687
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 14total releases 35latest release November 29, 2023most recent commit 5 months agopypi sweetviz} Downloads
Cleanlab Studio ⭐ 16
Client interface for all things Cleanlab Studio
total releases 47latest release November 14, 2023most 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 24latest release September 11, 2023most recent commit 20 days agopypi cleanlab} Downloads
Cleanvision ⭐ 739
Automatically find issues in image datasets and practice data-centric computer vision.
dependent packages 1total releases 10latest release September 01, 2023most recent commit 5 months agopypi cleanvision} Downloads
Popmon ⭐ 461
Monitor the stability of a Pandas or Spark dataframe ⚙︎
dependent packages 2total releases 36latest release July 18, 2023most recent commit 9 months agopypi popmon} Downloads
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