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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
Stars
38,057
History since
2021
Latest star
Nov 2026

Star history

Last 30 days
+554
Last 90 days
+1,603
Stars / day
19
Cumulative stars
stars from June 14, 2021 to November 13, 2026, peaking at 38,056.38k STARS5 YR 5 MO10K38kNOV 2026JUN 2021

38,056 stars on November 13, 2026.

stars by date
Datestars
June 14, 20211
October 5, 20212,272
October 10, 20212,716
October 19, 20213,068
October 28, 20213,294
November 2, 20214,974
November 11, 20216,018
November 21, 20216,433
November 25, 20216,619
December 5, 20216,873
December 14, 20216,991
December 19, 20217,053
December 28, 20217,118
January 7, 20227,188
January 11, 20227,229
January 21, 20227,345
January 30, 20227,406
February 5, 20227,435
February 14, 20227,502
February 24, 20227,580
February 28, 20227,604
March 10, 20227,679
March 19, 20227,804
March 24, 20227,843
April 2, 20229,037
April 12, 20229,360
April 16, 20229,509
April 26, 20229,658
May 5, 20229,768
May 10, 20229,895
May 19, 202210,237
May 28, 202211,460
June 2, 202212,248
June 12, 202213,305
June 21, 202213,955
June 26, 202214,073
July 5, 202214,178
July 14, 202214,296
July 19, 202214,328
July 28, 202214,450
August 7, 202214,559
August 12, 202214,614
August 21, 202214,699
August 30, 202214,801
September 4, 202214,859
September 13, 202214,939
September 23, 202215,013
September 27, 202215,047
October 7, 202215,114
October 16, 202215,186
October 21, 202215,209
October 30, 202215,273
November 9, 202215,347
November 13, 202215,366
November 23, 202215,425
December 2, 202215,486
December 7, 202215,558
December 16, 202215,655
December 26, 202215,770
December 30, 202215,809
January 9, 202315,904
January 18, 202316,005
January 27, 202316,105
February 1, 202316,429
February 11, 202316,771
February 20, 202316,856
February 25, 202316,952
March 6, 202317,042
March 15, 202317,132
March 20, 202317,168
March 29, 202317,241
April 8, 202317,522
April 13, 202317,605
April 22, 202317,688
May 1, 202317,789
May 6, 202317,832
May 15, 202317,934
May 25, 202318,101
May 29, 202318,160
June 8, 202318,527
June 17, 202318,744
June 22, 202318,799
July 1, 202319,155
July 11, 202320,285
July 15, 202320,357
July 25, 202320,566
August 3, 202320,772
August 8, 202320,845
August 17, 202320,981
August 27, 202321,138
August 31, 202321,201
September 10, 202321,293
September 19, 202321,360
September 24, 202321,396
October 3, 202321,474
October 12, 202321,531
October 17, 202321,583
October 27, 202322,776
November 5, 202322,985
November 10, 202323,100
November 19, 202323,365
November 28, 202323,559
December 3, 202323,650
December 12, 202323,793
December 22, 202323,934
December 27, 202323,986
January 5, 202424,089
January 14, 202424,174
January 19, 202424,232
January 28, 202424,334
February 7, 202424,441
February 11, 202424,468
February 21, 202424,558
March 1, 202424,637
March 6, 202424,698
March 15, 202424,807
March 25, 202424,898
March 29, 202424,939
April 8, 202425,110
April 17, 202425,195
April 22, 202425,242
May 1, 202425,399
May 11, 202425,468
May 15, 202425,515
May 25, 202425,608
June 3, 202425,670
June 8, 202425,714
June 17, 202425,786
June 27, 202425,874
July 1, 202425,914
July 11, 202426,052
July 20, 202426,260
July 25, 202426,325
August 3, 202426,391
August 12, 202426,463
August 17, 202426,512
August 27, 202426,574
September 5, 202426,669
September 10, 202426,698
September 19, 202426,761
September 28, 202426,879
October 3, 202426,904
October 12, 202427,030
October 22, 202427,091
October 27, 202427,122
November 5, 202427,230
November 14, 202427,313
November 19, 202427,338
November 28, 202427,413
December 8, 202427,481
December 12, 202427,503
December 22, 202427,565
December 31, 202427,622
January 5, 202527,656
January 14, 202527,711
January 24, 202527,790
January 28, 202527,843
February 7, 202527,911
February 16, 202527,967
February 21, 202528,006
March 2, 202528,104
March 12, 202528,201
March 16, 202528,219
March 26, 202528,295
April 4, 202528,368
April 9, 202528,425
April 18, 202528,500
April 27, 202528,579
May 2, 202528,628
May 12, 202528,709
May 21, 202528,785
May 26, 202528,821
June 4, 202528,904
June 13, 202529,016
June 19, 202529,046
June 28, 202529,105
July 8, 202529,191
July 13, 202529,227
July 22, 202529,286
July 31, 202529,357
August 10, 202529,532
August 14, 202529,640
August 24, 202529,755
September 2, 202529,968
September 7, 202530,052
September 16, 202530,181
September 26, 202530,293
September 30, 202530,340
October 10, 202530,426
October 19, 202530,488
October 24, 202530,527
November 2, 202530,603
November 12, 202530,688
November 16, 202530,735
November 26, 202530,823
December 5, 202530,896
December 10, 202530,948
December 19, 202531,092
December 28, 202531,169
January 2, 202631,202
January 12, 202631,262
January 21, 202631,938
January 26, 202633,048
February 4, 202633,241
February 13, 202633,378
February 18, 202633,441
February 27, 202633,517
March 9, 202633,678
March 14, 202633,723
March 23, 202633,833
April 1, 202634,199
April 6, 202634,292
April 15, 202634,400
April 25, 202634,683
April 29, 202634,799
May 9, 202634,912
May 18, 202635,015
May 23, 202635,064
June 1, 202635,175
June 11, 202635,297
June 15, 202635,356
June 25, 202635,548
July 4, 202635,669
July 9, 202635,822
July 18, 202636,048
July 28, 202636,192
August 1, 202636,243
August 11, 202636,408
August 20, 202636,510
August 25, 202636,572
September 3, 202636,702
September 13, 202636,795
September 17, 202636,993
September 27, 202637,275
October 6, 202637,448
October 11, 202637,502
October 20, 202637,625
October 29, 202637,800
November 3, 202637,912
November 13, 202638,056

The last 90 days run in line with its lifetime average.

Star milestones: 100 around Sep 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 38,057 stars for microsoft/data-science-for-beginners, with about 1,603 of them added in the last 90 days.
How fast is data-science-for-beginners growing?
microsoft/data-science-for-beginners gained about 1,603 stars over the last 90 days of its history (about 554 in the last 30) — figures are approximate for older repos, whose star history is downsampled. That's in line with its lifetime average growth pace.
Is data-science-for-beginners still active?
microsoft/data-science-for-beginners is still attracting attention — about 554 new GitHub stars in the most recent 30 days of its history. For commit-level signals, see the commit activity heatmap, commit trend, and contributors charts on this page.
When was data-science-for-beginners created?
microsoft/data-science-for-beginners was created on March 3, 2021 and earned its first GitHub star in Jun 2021.

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<sub>Star history source: GitHub star history · Covers through November 14, 2026 · Still updating — <a href="https://gitdebt.com/microsoft/data-science-for-beginners?ref=readme">gitdebt</a></sub>

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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.