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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.

Stack
Python PEP 517 pip
GitHub topics
#big-data-analytics #data-analysis #data-exploration #data-profiling #data-quality #data-science
Updated
2026-04-22
Lists
2 list mentions
First commit
2016-01-09
History
50 history points
License
MIT
Issues
324 open
Sign in to like Data-Centric-AI-Community/fg-data-profiling
13,643
stars
Forks
1,796
Commits
1,585 commits
Star growth, last 7 days
+4 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
fbdesignpro/sweetviz

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

Stack
Python pytest PEP 517
GitHub topics
#data-analysis #data-exploration #data-profiling #data-science #data-visualization #eda
Updated
2026-04-11
Lists
2 list mentions
First commit
2020-05-09
History
7 history points
License
MIT
Issues
41 open
Sign in to like fbdesignpro/sweetviz
3,113
stars
Forks
288
Commits
151 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
GitHub
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.

Stack
Python Flask pytest Vue npm Poetry
GitHub topics
#apis #apiwrapper #cleaning #connector #data-exploration #data-science
Updated
2024-06-27
Lists
1 list mention
First commit
2019-05-12
History
6 history points
License
MIT
Issues
167 open
Sign in to like sfu-db/dataprep
2,247
stars
Forks
225
Commits
1,043 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
polyaxon/traceml

Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

Stack
Python pytest pip
GitHub topics
#dask #data-exploration #data-profiling #data-quality #data-quality-checks #data-science
Updated
2026-06-17
Lists
1 list mention
First commit
2016-03-25
History
6 history points
License
Apache-2.0
Issues
7 open
Sign in to like polyaxon/traceml
533
stars
Forks
47
Commits
10,003 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
GitHub
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.

Stack
C++ CMake PEP 517
GitHub topics
#anomaly-detection #correlations #data-analytics #data-cleaning #data-cleansing #data-engineering
Updated
2026-07-14
Lists
1 list mention
First commit
2019-07-08
History
8 history points
License
AGPL-3.0
Issues
95 open
Sign in to like Desbordante/desbordante-core
490
stars
Forks
101
Commits
2,051 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
GitHub