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Python for Data Science. This repository hosts the code behind the online book that teaches you how to use Python for data science.

active 2024-08-182026-04-14 (UTC)

Partial coverage15,312 / 18,837 hourly files (81%) · 2 absent upstream · 3,525 failed, retryable2024-06-172026-08-11 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
62
Pushes
13
Pull requests
7
Issues
6
Stars
17
Forks
7

Activity over time

Daily event counts in the loaded window

Line chart, 605 days from 2024-08-18 to 2026-04-14. Pushes: 13 total, peak 8 in a day. Pull requests: 7 total, peak 3 in a day. Issues: 6 total, peak 3 in a day. Comments: 6 total, peak 2 in a day. Stars: 17 total, peak 1 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 — −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 — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
aeturrell301355
ProfAvery4011
TheJolman1010

Recent activity

Latest issues, pull requests and releases

  • Issue#54aeturrell2025-08-26 15:47
    Missing Visualization in Section 2.2.5 of data-visualise.ipynb
  • Pull request#56aeturrell2025-08-26 15:36
  • Issue comment#52aeturrell2025-08-26 09:52
    Update subsequent chapters to use uv as well
  • Pull request#52aeturrell2025-08-26 09:51
  • Pull request#55aeturrell2025-08-26 09:42
  • Issue comment#53aeturrell2025-08-26 09:23
    Issue in prerequisites.ipynb
  • Pull request#52ProfAvery2025-08-17 01:53
  • Issue#47aeturrell2025-01-07 01:44
    Update readme to reflect actions and uv changes
  • Issue comment#45aeturrell2025-01-07 01:41
    Update ONS API examples in light of deprecation of ONS API v0
  • Issue#45aeturrell2025-01-07 01:41
    Update ONS API examples in light of deprecation of ONS API v0
  • Issue comment#44aeturrell2025-01-07 01:41
    Information on uv?
  • Issue#44aeturrell2025-01-07 01:41
    Information on uv?
  • Pull request#46aeturrell2025-01-07 01:23
  • Pull request#46aeturrell2025-01-07 01:22
  • Issue#44aeturrell2024-09-25 09:23
    Information on uv?
  • Issue#43ProfAvery2024-09-24 03:28
    Issue on page /data-tidy.html
  • Pull request#42TheJolman2024-09-10 06:31

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 17 stars here means stars gained during the window, not the repo's star count.