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Awesome lists tracked
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Current results
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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
2026-09-11
Lists
2 list mentions
First commit
2016-01-09
History
71 history points
License
MIT
Issues
339 open
Forks
1,801
Commits
1,586 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
fivetran/great_expectations

Always know what to expect from your data.

AI dev
Updated
2026-10-16
Lists
1 list mention
First commit
2017-06-06
History
89 history points
License
Apache-2.0
Issues
51 open
Forks
1,876
Commits
13,869 commits
Star growth, last 7 days
+9 +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
9 history points
License
Apache-2.0
Issues
124 open
Forks
921
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

AI dev
Updated
2026-10-02
Lists
2 list mentions
First commit
2021-05-27
History
8 history points
License
MIT
Issues
17 open
Forks
424
Commits
10,025 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
9 history points
License
MIT
Issues
41 open
Forks
286
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
9 history points
License
MIT
Issues
167 open
Forks
224
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
2026-10-14
Lists
2 list mentions
First commit
2019-07-08
History
11 history points
License
AGPL-3.0
Issues
90 open
Forks
108
Commits
2,169 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
flex-analytics/flexviz

Interactive data exploration that is extremely fast and agent-native

AI dev
Updated
2026-10-13
Lists
1 list mention
First commit
2026-08-21
History
1 history point
License
Apache-2.0
Issues
44 open
Forks
2
Commits
583 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%