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This page shows the Star History and the facts of 2 to 5 repositories in the Repository Index, side by side. You choose the repositories. The page does not rank them.

Stars gained: From May 11, 2026 to Nov 12, 2026, each from zeroStars gainedFrom May 11, 2026 to Nov 12, 2026, each from zero010KMay 11Nov 12, 2026nalepae/pandaralleltqdm/tqdmAsabeneh/30-Days-Of-Pythonpandas-dev/pandasray-project/ray
Stars: The star count at the end of each dayStarsThe star count at the end of each day050KApr 26Nov 12, 2026nalepae/pandaralleltqdm/tqdmAsabeneh/30-Days-Of-Pythonpandas-dev/pandasray-project/ray

Facts

Fact nalepae/pandarallel

A simple and efficient tool to parallelize Pandas operations on all available CPUs

tqdm/tqdm

:zap: A Fast, Extensible Progress Bar for Python and CLI

Asabeneh/30-Days-Of-Python

The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

pandas-dev/pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Stars 3,79531,38578,63950,50544,275
Net stars, last 30 days +4+44+2,539+520+272
Largest star day +1 on Jun 15, 2026+15 on Sep 7, 2026+166 on Oct 6, 2026+117 on Nov 6, 2026+23 on May 8, 2026
Milestone reached in the record NoneNoneNone50,000 on Oct 14, 2026None
Forks 2121,99014,14320,7368,279
Language PythonPythonPythonPythonPython
License BSD-3-CLAUSEOther licenseNo licenseBSD-3-CLAUSEAPACHE-2.0
Created Mar 10, 2019Jun 3, 2015Nov 19, 2019Aug 24, 2010Oct 25, 2016
Last push Jul 9, 2024Nov 2, 2026Sep 30, 2026Nov 12, 2026Nov 13, 2026
Archived NoNoNoNoNo
Health facts: Maintenance 1 of 4 checks (2 without data)3 of 4 checks4 of 4 checks4 of 4 checks4 of 4 checks
Health facts: Releases 1 of 3 checks (1 without data)2 of 3 checks0 of 3 checks (1 without data)2 of 3 checks1 of 3 checks
Health facts: Security practice 0 of 1 check (1 without data)1 of 1 check0 of 1 check1 of 1 check1 of 1 check
Health facts: Community files 1 of 3 checks (2 without data)3 of 3 checks0 of 3 checks3 of 3 checks2 of 3 checks
Commits, last 13 weeks No data6181,1741,178
Weeks with commits, last 52 No data17 of 5227 of 5252 of 5252 of 52
In the Repository Index since Nov 10, 2026Oct 22, 2026Oct 22, 2026Oct 22, 2026Oct 22, 2026

Topics that all of them have on the Repository Host: python. The facts come from the Repository Host and from the Star History that AwesomeRepos records. A shared topic does not mean that one repository can replace another. Each Health Facts row is one dimension alone. AwesomeRepos does not add them into one score. How each check is defined

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