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Awesome Python Data Science

Probably the best curated list of data science software in Python.

krzjoa/awesome-python-data-science #awesome #awesome-list #awesome-python #data-analysis #data-science #data-visualization #deep-learning #machine-learning #python #scikit-learn #statistics
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List stars
3,497
README repos
357
Indexed repos
351
List commits
500
Forks
453
Open issues
15

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GitHub stars and default-branch commits for krzjoa/awesome-python-data-science.

Latest scan 2026-07-17 10:49

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5 repos matching these filters.

Topic: data-profiling
Latest repo push 2026-07-17

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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
License
MIT
Issues
324 open
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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
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.

Stack
Python pytest PEP 517 pip
GitHub topics
#active-learning #annotation #anomaly-detection #data-annotation #data-centric-ai #data-cleaning
Updated
2026-01-13
Lists
3 list mentions
First commit
2018-05-11
License
Apache-2.0
Issues
111 open
Sign in to like cleanlab/cleanlab
11,572
stars
Forks
908
Commits
1,818 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
great-expectations/great_expectations

Always know what to expect from your data.

AI dev
Stack
Python pytest React npm PEP 517 pip
GitHub topics
#cleandata #data-engineering #data-profilers #data-profiling #data-quality #data-science
Updated
2026-06-13
Lists
2 list mentions
First commit
2017-06-06
License
Apache-2.0
Issues
50 open
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11,556
stars
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
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
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
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