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Data-Centric-AI-Community/fg-data-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Updated
2026-04-22
Lists
2 list mentions
First commit
2016-01-09
History
68 history points
License
MIT
Issues
323 open
Forks
1,797
Commits
1,585 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
fivetran/great_expectations

Always know what to expect from your data.

AI dev
Updated
2026-08-19
Lists
0 list mentions
First commit
2017-06-06
History
42 history points
License
Apache-2.0
Issues
23 open
Forks
1,798
Commits
13,744 commits
Star growth, last 7 days
+8 +0.1%
Commit velocity, last 7 days
+2 0.0%
cleanlab/cleanlab

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Updated
2026-01-13
Lists
3 list mentions
First commit
2018-05-11
History
8 history points
License
Apache-2.0
Issues
113 open
Forks
911
Commits
1,818 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
great-expectations/great_expectations

Always know what to expect from your data.

AI dev
Updated
2026-06-13
Lists
2 list mentions
First commit
2017-06-06
History
5 history points
License
Apache-2.0
Issues
50 open
Forks
1,760
Commits
13,657 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
evidence-dev/evidence

Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

Updated
2026-02-18
Lists
2 list mentions
First commit
2021-05-27
History
6 history points
License
MIT
Issues
269 open
Forks
387
Commits
9,956 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
fbdesignpro/sweetviz

Visualize and compare datasets, target values and associations, with one line of code.

Updated
2026-04-11
Lists
2 list mentions
First commit
2020-05-09
History
8 history points
License
MIT
Issues
41 open
Forks
288
Commits
151 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
sfu-db/dataprep

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

Updated
2024-06-27
Lists
1 list mention
First commit
2019-05-12
History
7 history points
License
MIT
Issues
167 open
Forks
225
Commits
1,043 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Desbordante/desbordante-core

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.

Updated
2026-07-28
Lists
1 list mention
First commit
2019-07-08
History
9 history points
License
AGPL-3.0
Issues
92 open
Forks
101
Commits
2,087 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history