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microsoft/data-science-for-beginners

Star momentum, maintenance concentration, contributor health, and codebase change — one report built from public repository data.

Open on GitHub
Current stars
36,931
Activity since
2021
Latest activity
Sep 2026

Public star activity

Last 30 days
+28
Last 90 days
+33
Actions / day
16
Public star actions
stars from March 4, 2021 to September 15, 2026, peaking at 32,123.32k STARS5 YR 6 MO32kSEP 2026MAR 2021

32,123 stars on September 15, 2026.

stars by date
Datestars
March 4, 20211
October 1, 2021733
October 5, 20212,438
October 14, 20212,717
October 22, 20212,796
October 31, 20213,506
November 8, 20215,726
November 17, 20216,174
November 21, 20216,341
November 29, 20216,693
December 8, 20216,907
December 12, 20216,966
December 21, 20217,096
December 29, 20217,164
January 2, 20227,199
January 11, 20227,293
January 19, 20227,401
January 24, 20227,446
February 1, 20227,505
February 10, 20227,576
February 14, 20227,605
February 22, 20227,673
March 3, 20227,722
March 7, 20227,759
March 16, 20227,882
March 24, 20227,963
March 28, 20228,094
April 6, 20229,276
April 15, 20229,650
April 19, 20229,766
April 27, 20229,851
May 6, 20229,992
May 10, 202210,110
May 19, 202210,398
May 27, 202211,766
May 31, 202212,420
June 9, 202212,893
June 17, 202214,198
June 22, 202214,369
June 30, 202214,527
July 9, 202214,631
July 13, 202214,687
July 21, 202214,746
July 30, 202214,909
August 3, 202214,943
August 12, 202215,043
August 20, 202215,121
August 24, 202215,158
September 2, 202215,286
September 10, 202215,346
September 15, 202215,398
September 23, 202215,466
October 2, 202215,544
October 6, 202215,573
October 15, 202215,642
October 23, 202215,690
October 27, 202215,728
November 5, 202215,802
November 13, 202215,850
November 18, 202215,882
November 26, 202215,925
December 5, 202216,002
December 13, 202216,120
December 17, 202216,149
December 26, 202216,271
January 3, 202316,344
January 8, 202316,395
January 16, 202316,493
January 25, 202316,610
January 29, 202316,640
February 6, 202317,252
February 15, 202317,366
February 19, 202317,395
February 28, 202317,545
March 8, 202317,620
March 12, 202317,658
March 21, 202317,740
March 29, 202317,807
April 3, 202317,978
April 11, 202318,138
April 20, 202318,237
April 24, 202318,264
May 3, 202318,374
May 11, 202318,460
May 15, 202318,502
May 24, 202318,654
June 1, 202318,775
June 6, 202318,855
June 14, 202319,266
June 23, 202319,371
June 27, 202319,522
July 5, 202320,748
July 14, 202320,953
July 18, 202321,031
July 27, 202321,280
August 4, 202321,427
August 8, 202321,485
August 17, 202321,628
August 25, 202321,746
August 30, 202321,834
September 7, 202321,914
September 16, 202322,013
September 20, 202322,044
September 28, 202322,105
October 7, 202322,183
October 11, 202322,210
October 20, 202322,305
October 28, 202323,501
November 2, 202323,617
November 10, 202323,796
November 19, 202324,071
November 23, 202324,165
December 1, 202324,311
December 10, 202324,449
December 14, 202324,506
December 23, 202324,637
December 31, 202324,730
January 4, 202424,784
January 13, 202424,884
January 21, 202424,987
January 26, 202425,056
February 3, 202425,158
February 12, 202425,238
February 16, 202425,273
February 24, 202425,335
March 4, 202425,435
March 8, 202425,494
March 17, 202425,596
March 25, 202425,672
March 29, 202425,718
April 7, 202425,883
April 15, 202425,965
April 20, 202426,013
April 28, 202426,157
May 7, 202426,236
May 11, 202426,264
May 20, 202426,346
May 28, 202426,423
June 1, 202426,457
June 10, 202426,530
June 18, 202426,601
June 23, 202426,645
July 1, 202426,734
July 10, 202426,858
July 14, 202427,014
July 22, 202427,142
July 31, 202427,238
August 4, 202427,272
August 13, 202427,345
August 21, 202427,427
August 25, 202427,457
September 3, 202427,552
September 11, 202427,602
September 16, 202427,642
September 24, 202427,715
October 3, 202427,830
October 7, 202427,864
October 15, 202428,002
October 24, 202428,054
October 28, 202428,089
November 6, 202428,186
November 14, 202428,266
November 19, 202428,289
November 27, 202428,351
December 6, 202428,421
December 10, 202428,448
December 18, 202428,484
December 27, 202428,564
December 31, 202428,586
January 9, 202528,656
January 17, 202528,695
January 21, 202528,715
January 30, 202528,829
February 7, 202528,885
February 12, 202528,918
February 20, 202528,980
March 1, 202529,065
March 5, 202529,107
March 13, 202529,182
March 22, 202529,238
March 30, 202529,299
April 4, 202529,344
April 12, 202529,439
April 21, 202529,503
April 25, 202529,533
May 3, 202529,610
May 12, 202529,689
May 16, 202529,718
May 26, 202529,778
June 3, 202529,833
June 9, 202529,859
June 18, 202529,920
June 27, 202529,963
July 1, 202529,978
July 9, 202530,029
July 18, 202530,061
July 22, 202530,083
July 31, 202530,139
August 8, 202530,196
August 12, 202530,291
August 21, 202530,368
August 29, 202530,456
September 3, 202530,517
September 11, 202530,592
September 20, 202530,650
September 24, 202530,674
October 2, 202530,720
October 16, 202530,762
October 20, 202530,775
October 30, 202530,803
November 7, 202530,841
November 11, 202530,852
November 20, 202530,887
November 29, 202530,913
December 4, 202530,922
December 12, 202530,954
December 21, 202531,009
December 25, 202531,027
January 4, 202631,053
January 12, 202631,077
January 16, 202631,083
January 25, 202631,640
February 2, 202631,708
February 7, 202631,735
February 15, 202631,779
February 24, 202631,810
February 28, 202631,831
March 8, 202631,882
March 18, 202631,901
March 25, 202631,910
April 4, 202631,959
April 12, 202631,982
April 18, 202631,990
April 28, 202632,046
May 7, 202632,065
May 14, 202632,074
June 3, 202632,086
July 18, 202632,095
August 26, 202632,103
September 15, 202632,123

The last 90 days run behind its lifetime average, which is ordinary for a mature project.

Observed activity milestones: 100 around Oct 20211k around Oct 202110k around May 2022

The commit history reads microsoft/data-science-for-beginners a second time

methodology

Fix-labelled changes, file change frequency, ownership concentration and maintenance cadence, each computed from this repository's analyzed commit window. None of them is derived from stars, which is why they are allowed to disagree with the curve above.

Fix-labelled changes
Fix-labelled changes for microsoft/data-science-for-beginners
File change frequency
File change frequency for microsoft/data-science-for-beginners
Bus factor
Bus factor for microsoft/data-science-for-beginners
Maintenance pulse
Maintenance pulse for microsoft/data-science-for-beginners
Contributors
Contributors for microsoft/data-science-for-beginners
Language activity
Language activity for microsoft/data-science-for-beginners
Commit activity
Commit activity for microsoft/data-science-for-beginners
Recent TODO/FIXME movement
Recent TODO/FIXME movement for microsoft/data-science-for-beginners

Attention is not adoption.

Stars against usage

No published package was detected for this repository, so there is nothing to lay over star growth.

Earned badges

badge studio

Maintenance, ownership and star-momentum signals, computed from the same commit and star history and embeddable as static images.

Reading badge evidence for microsoft/data-science-for-beginners.

Notes on microsoft/data-science-for-beginners

How many stars does microsoft/data-science-for-beginners have?
GitHub currently reports 36,931 stars for microsoft/data-science-for-beginners. The chart itself is rebuilt from historical star data, which records star actions and not unstars, so it reads as an attention signal rather than a net star count.
What does recent star activity look like for data-science-for-beginners?
gitdebt observed about 33 public star actions for microsoft/data-science-for-beginners over the latest 90 days of archive coverage (about 28 in the latest 30). This is an approximate attention signal, not a net-star count, because unstars are not present. That's below its lifetime average activity pace, which is common for mature projects.
Is data-science-for-beginners still active?
Public archive data shows about 28 star actions for microsoft/data-science-for-beginners in the latest 30 days of coverage. For repository activity, use the commit heatmap, commit trend, and contributor charts on this page.
When was data-science-for-beginners created?
microsoft/data-science-for-beginners was created on March 3, 2021. The first public star activity observed for microsoft/data-science-for-beginners is from Mar 2021.

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markdown for agents

The block below publishes the chart with its source and coverage date stated beside it — the same three facts the title block above shows, as text a reader can check. The prompt underneath hands a coding agent the badges and repo-health charts as well.

README.md · microsoft/data-science-for-beginners star history
<a href="https://gitdebt.com/microsoft/data-science-for-beginners?ref=readme">
  <picture>
    <source media="(prefers-color-scheme: dark)" srcset="https://api.gitdebt.com/api/repos/microsoft/data-science-for-beginners/chart.svg?theme=dark" />
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<sub>Star history source: Historical star data · Covers through September 15, 2026 · Still updating — <a href="https://gitdebt.com/microsoft/data-science-for-beginners?ref=readme">gitdebt</a></sub>

Light and dark variants, alt text, and one provenance line. Provenance is text in your README, never baked into the image URL, so the chart stays cacheable.

Paste it into Claude Code, Cursor, Codex, or any coding agent with your checkout open. It carries the measured numbers, the exact snippets, and the rules — including replacing an existing star-history widget in place rather than stacking a second chart under it.