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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
50 history points
License
MIT
Issues
324 open
Forks
1,796
Commits
1,585 commits
Star growth, last 7 days
+4 0.0%
Commit velocity, last 7 days
0 0.0%
fivetran/great_expectations

Always know what to expect from your data.

AI dev
Updated
2026-07-16
Lists
0 list mentions
First commit
2017-06-06
History
20 history points
License
Apache-2.0
Issues
42 open
Forks
1,779
Commits
13,692 commits
Star growth, last 7 days
+14 +0.1%
Commit velocity, last 7 days
+9 +0.1%
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
7 history points
License
Apache-2.0
Issues
111 open
Forks
908
Commits
1,818 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
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
5 history points
License
MIT
Issues
267 open
Forks
368
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
7 history points
License
MIT
Issues
41 open
Forks
288
Commits
151 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
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
6 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
2026-07-14
Lists
1 list mention
First commit
2019-07-08
History
8 history points
License
AGPL-3.0
Issues
95 open
Forks
101
Commits
2,051 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%