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Data-Centric-AI-Community/awesome-python-for-data-science

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A curated list of awesome resources such as books, tutorials, courses, open-source libraries, exercises, and other materials that support Pythonistas in the making, and Pythonistas migrating into Data Science! ๐Ÿ“Š

active 2023-08-26 โ†’ 2026-04-05 (UTC)

Partial coverage20,466 / 26,223 hourly files (78%) ยท 2 absent upstream ยท 5,753 failed, retryable2023-08-16 โ†’ 2026-08-13 (UTC)โ€” sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
88
Pushes
10
Pull requests
13
Issues
3
Stars
44
Forks
6

Activity over time

Daily event counts in the loaded window

Line chart, 954 days from 2023-08-26 to 2026-04-05. Pushes: 10 total, peak 3 in a day. Pull requests: 13 total, peak 3 in a day. Issues: 3 total, peak 2 in a day. Comments: 8 total, peak 2 in a day. Stars: 44 total, peak 2 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 โ€” โˆ’95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments โ€” stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
fabclmnt16880
rajveer434002
JesseHenson4031
miriamspsantos4210
hassy973003
Axikop1010
srija0261001
kunjesh041001

Recent activity

Latest issues, pull requests and releases

  • Issue comment#29srija0262024-06-23 19:41
    Data Analysis of Text based Dataset
  • Pull request#36fabclmnt2024-06-04 23:28
  • Pull request#36fabclmnt2024-06-04 23:28
  • Pull request#35fabclmnt2024-05-13 02:10
  • Pull request#35fabclmnt2024-05-13 02:10
  • Issue comment#31rajveer432023-11-26 04:27
    Implement Feature Engineering Tutorial
  • Pull request#33Axikop2023-11-17 19:12
  • Issue comment#22kunjesh042023-11-12 16:13
    Classification Metrics in Machine Learning
  • Issue comment#29hassy972023-11-05 16:27
    Data Analysis of Text based Dataset
  • Issue comment#29rajveer432023-11-03 05:43
    Data Analysis of Text based Dataset
  • Issue comment#29hassy972023-11-02 00:04
    Data Analysis of Text based Dataset
  • Issue comment#30hassy972023-11-02 00:01
    Implement Outlier Detection Tutorial
  • Issue#29rajveer432023-11-01 05:15
    Data Analysis of Text based Dataset
  • Issue#28rajveer432023-11-01 05:13
    Tutorial on Anomaly Detection
  • Pull request#27fabclmnt2023-10-31 04:54
  • Pull request#27fabclmnt2023-10-31 04:53
  • Pull request#26fabclmnt2023-10-30 03:33
  • Pull request#26fabclmnt2023-10-30 03:33
  • Issue#4miriamspsantos2023-10-11 08:42
    Python for Data science
  • Pull request#5miriamspsantos2023-10-04 15:43
  • Pull request#6JesseHenson2023-10-04 02:02
  • Issue comment#6JesseHenson2023-10-04 02:02
    Adding Stat Imputation
  • Pull request#6JesseHenson2023-10-04 02:02
  • Pull request#6JesseHenson2023-09-30 20:22

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals โ€” 44 stars here means stars gained during the window, not the repo's star count.