Skip to content
gitdebt

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
36,945
Activity since
2021
Latest activity
Sep 2026

Public star activity

Last 30 days
+39
Last 90 days
+47
Actions / day
16
Public star actions
stars from March 4, 2021 to September 16, 2026, peaking at 32,138.32k STARS5 YR 6 MO32kSEP 2026MAR 2021

32,138 stars on September 16, 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 23, 20227,678
March 3, 20227,722
March 7, 20227,759
March 16, 20227,882
March 24, 20227,963
March 29, 20228,366
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 18, 202214,235
June 22, 202214,369
June 30, 202214,527
July 9, 202214,631
July 13, 202214,687
July 22, 202214,758
July 30, 202214,909
August 3, 202214,943
August 12, 202215,043
August 20, 202215,121
August 25, 202215,168
September 2, 202215,286
September 11, 202215,356
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 28, 202215,734
November 5, 202215,802
November 14, 202215,860
November 18, 202215,882
November 26, 202215,925
December 5, 202216,002
December 13, 202216,120
December 18, 202216,162
December 26, 202216,271
January 4, 202316,352
January 8, 202316,395
January 16, 202316,493
January 25, 202316,610
January 29, 202316,640
February 7, 202317,266
February 15, 202317,366
February 19, 202317,395
February 28, 202317,545
March 9, 202317,634
March 13, 202317,669
March 21, 202317,740
March 30, 202317,827
April 3, 202317,978
April 12, 202318,156
April 20, 202318,237
April 24, 202318,264
May 3, 202318,374
May 11, 202318,460
May 16, 202318,508
May 24, 202318,654
June 2, 202318,789
June 6, 202318,855
June 14, 202319,266
June 23, 202319,371
June 27, 202319,522
July 6, 202320,782
July 14, 202320,953
July 19, 202321,050
July 27, 202321,280
August 5, 202321,442
August 9, 202321,503
August 17, 202321,628
August 26, 202321,757
August 30, 202321,834
September 8, 202321,923
September 16, 202322,013
September 20, 202322,044
September 29, 202322,111
October 7, 202322,183
October 12, 202322,218
October 20, 202322,305
October 29, 202323,522
November 2, 202323,617
November 10, 202323,796
November 19, 202324,071
November 23, 202324,165
December 2, 202324,330
December 10, 202324,449
December 15, 202324,515
December 23, 202324,637
January 1, 202424,736
January 5, 202424,801
January 13, 202424,884
January 22, 202424,999
January 26, 202425,056
February 4, 202425,166
February 12, 202425,238
February 16, 202425,273
February 25, 202425,344
March 4, 202425,435
March 9, 202425,503
March 17, 202425,596
March 26, 202425,685
March 30, 202425,728
April 8, 202425,895
April 16, 202425,976
April 20, 202426,013
April 29, 202426,165
May 7, 202426,236
May 12, 202426,276
May 20, 202426,346
May 29, 202426,435
June 2, 202426,462
June 10, 202426,530
June 19, 202426,609
June 23, 202426,645
July 2, 202426,747
July 10, 202426,858
July 14, 202427,014
July 23, 202427,160
July 31, 202427,238
August 5, 202427,279
August 13, 202427,345
August 22, 202427,436
August 26, 202427,464
September 4, 202427,560
September 12, 202427,614
September 16, 202427,642
September 25, 202427,745
October 3, 202427,830
October 8, 202427,879
October 16, 202428,011
October 25, 202428,057
October 29, 202428,097
November 6, 202428,186
November 15, 202428,270
November 19, 202428,289
November 28, 202428,365
December 6, 202428,421
December 10, 202428,448
December 19, 202428,493
December 28, 202428,567
January 1, 202528,593
January 9, 202528,656
January 18, 202528,701
January 22, 202528,723
January 31, 202528,833
February 8, 202528,889
February 12, 202528,918
February 21, 202528,987
March 1, 202529,065
March 6, 202529,122
March 14, 202529,186
March 23, 202529,252
March 31, 202529,307
April 4, 202529,344
April 13, 202529,445
April 21, 202529,503
April 26, 202529,540
May 4, 202529,620
May 13, 202529,697
May 17, 202529,723
May 27, 202529,784
June 4, 202529,835
June 9, 202529,859
June 19, 202529,925
June 27, 202529,963
July 2, 202529,982
July 10, 202530,035
July 19, 202530,070
July 23, 202530,093
July 31, 202530,139
August 9, 202530,219
August 13, 202530,306
August 22, 202530,370
August 30, 202530,471
September 3, 202530,517
September 12, 202530,599
September 21, 202530,658
September 25, 202530,679
October 3, 202530,722
October 17, 202530,767
October 21, 202530,777
October 31, 202530,807
November 8, 202530,844
November 12, 202530,853
November 21, 202530,888
November 29, 202530,913
December 5, 202530,927
December 13, 202530,960
December 22, 202531,012
December 26, 202531,030
January 4, 202631,053
January 13, 202631,079
January 17, 202631,084
January 26, 202631,649
February 3, 202631,714
February 8, 202631,745
February 16, 202631,783
February 25, 202631,815
March 1, 202631,852
March 10, 202631,883
March 20, 202631,902
March 26, 202631,920
April 5, 202631,962
April 14, 202631,984
April 19, 202631,992
April 30, 202632,047
May 9, 202632,066
May 16, 202632,075
June 4, 202632,087
August 7, 202632,099
September 4, 202632,105
September 16, 202632,138

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 36,945 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 47 public star actions for microsoft/data-science-for-beginners over the latest 90 days of archive coverage (about 39 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 39 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.

Read data-science-for-beginners against a neighbour

comparison builder
Compare with any repository

Put this drawing in your README

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" />
    <img alt="microsoft/data-science-for-beginners star history" src="https://api.gitdebt.com/api/repos/microsoft/data-science-for-beginners/chart.svg?theme=light" />
  </picture>
</a>

<sub>Star history source: Historical star data · Covers through September 16, 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.