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pandas-dev/pandas-stubs

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

Open on GitHub
Stars
331
History since
2022
Latest star
Nov 2026

Star history

Last 30 days
+6
Last 90 days
+7
Stars / day
0.2
Cumulative stars
stars from April 23, 2022 to November 3, 2026, peaking at 331.331 STARS4 YR 6 MO100331NOV 2026APR 2022

331 stars on November 3, 2026.

stars by date
Datestars
April 23, 20221
May 7, 20222
May 10, 20223
May 12, 20224
May 19, 20227
May 26, 20228
May 29, 20229
May 30, 202211
June 3, 202213
June 12, 202214
June 13, 202215
June 20, 202217
June 27, 202218
June 28, 202220
July 1, 202224
July 3, 202225
July 4, 202226
July 6, 202227
July 12, 202230
July 15, 202231
July 23, 202233
July 26, 202234
August 1, 202235
August 4, 202236
August 5, 202237
August 12, 202241
August 16, 202243
August 19, 202244
August 24, 202247
August 31, 202248
September 4, 202249
September 8, 202250
September 12, 202252
September 13, 202253
September 14, 202254
September 17, 202255
September 18, 202256
September 19, 202264
September 20, 202266
September 23, 202271
September 25, 202272
September 27, 202275
September 29, 202276
September 30, 202277
October 3, 202278
October 5, 202279
October 7, 202282
October 8, 202283
October 10, 202288
October 11, 202290
October 13, 202294
October 15, 202295
October 16, 202296
October 20, 202298
October 21, 202299
October 24, 2022100
October 26, 2022101
October 31, 2022102
November 1, 2022104
November 4, 2022105
November 22, 2022108
December 1, 2022109
December 3, 2022110
December 5, 2022111
December 7, 2022112
December 9, 2022113
December 16, 2022114
December 20, 2022116
December 22, 2022117
December 23, 2022118
January 3, 2023120
January 8, 2023121
January 9, 2023122
January 12, 2023123
January 20, 2023125
January 31, 2023126
February 6, 2023127
February 7, 2023128
February 8, 2023129
February 13, 2023131
February 14, 2023132
February 20, 2023134
February 21, 2023136
February 24, 2023137
March 1, 2023139
March 4, 2023140
March 13, 2023141
March 17, 2023143
March 20, 2023145
March 27, 2023146
March 30, 2023148
April 5, 2023149
April 14, 2023150
April 20, 2023151
April 24, 2023152
May 12, 2023154
May 13, 2023155
May 22, 2023156
May 23, 2023157
May 26, 2023158
May 27, 2023159
May 30, 2023160
June 5, 2023163
June 16, 2023164
June 17, 2023165
June 20, 2023166
July 6, 2023167
July 15, 2023169
August 4, 2023170
August 8, 2023172
August 16, 2023173
August 28, 2023175
August 29, 2023176
October 26, 2023177
November 4, 2023178
November 12, 2023179
November 29, 2023181
November 30, 2023182
December 1, 2023183
December 6, 2023184
December 22, 2023185
January 1, 2024186
January 4, 2024187
January 30, 2024188
February 22, 2024191
February 26, 2024192
February 27, 2024194
March 9, 2024195
March 15, 2024196
March 18, 2024197
March 29, 2024198
April 18, 2024200
April 27, 2024202
April 29, 2024203
May 6, 2024204
May 14, 2024205
May 24, 2024206
May 29, 2024207
June 14, 2024209
July 1, 2024210
July 13, 2024211
July 15, 2024212
July 17, 2024213
July 18, 2024214
August 1, 2024215
August 6, 2024217
August 22, 2024218
September 3, 2024220
September 9, 2024221
September 27, 2024222
October 4, 2024223
October 10, 2024224
November 4, 2024226
November 20, 2024227
November 22, 2024228
December 1, 2024229
December 17, 2024230
December 24, 2024231
January 13, 2025232
January 24, 2025234
January 27, 2025235
January 29, 2025236
January 30, 2025237
February 5, 2025239
February 9, 2025240
February 10, 2025241
February 13, 2025244
February 25, 2025245
February 26, 2025246
March 1, 2025247
March 3, 2025248
March 13, 2025249
March 27, 2025250
April 6, 2025254
April 7, 2025255
April 20, 2025256
April 29, 2025257
May 3, 2025258
May 4, 2025259
May 12, 2025260
May 27, 2025262
June 3, 2025263
June 13, 2025264
June 20, 2025265
July 18, 2025266
July 20, 2025267
July 24, 2025268
July 31, 2025270
August 7, 2025271
August 10, 2025272
August 11, 2025273
August 16, 2025274
August 17, 2025275
September 4, 2025276
September 17, 2025278
September 23, 2025279
October 1, 2025280
October 6, 2025281
October 16, 2025282
October 26, 2025283
November 3, 2025284
November 8, 2025286
November 13, 2025287
November 22, 2025288
December 14, 2025289
December 16, 2025290
January 2, 2026291
January 5, 2026292
January 16, 2026294
January 22, 2026295
February 1, 2026296
February 9, 2026297
February 13, 2026298
February 16, 2026299
February 20, 2026300
February 28, 2026302
March 3, 2026303
March 4, 2026304
March 9, 2026305
March 11, 2026306
March 26, 2026307
March 30, 2026308
May 1, 2026310
May 4, 2026311
May 15, 2026313
June 1, 2026315
June 2, 2026316
June 4, 2026317
June 6, 2026318
July 8, 2026320
July 9, 2026321
July 20, 2026322
July 22, 2026323
August 4, 2026324
August 28, 2026325
October 10, 2026326
October 21, 2026328
October 25, 2026329
October 29, 2026330
November 3, 2026331

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

Star milestones: 100 around Oct 2022

The commit history reads pandas-dev/pandas-stubs 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 pandas-dev/pandas-stubs
File change frequency
File change frequency for pandas-dev/pandas-stubs
Bus factor
Bus factor for pandas-dev/pandas-stubs
Maintenance pulse
Maintenance pulse for pandas-dev/pandas-stubs
Contributors
Contributors for pandas-dev/pandas-stubs
Language activity
Language activity for pandas-dev/pandas-stubs
Commit activity
Commit activity for pandas-dev/pandas-stubs
Recent TODO/FIXME movement
Recent TODO/FIXME movement for pandas-dev/pandas-stubs

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 pandas-dev/pandas-stubs.

Notes on pandas-dev/pandas-stubs

How many stars does pandas-dev/pandas-stubs have?
GitHub currently reports 331 stars for pandas-dev/pandas-stubs, with about 7 of them added in the last 90 days.
How fast is pandas-stubs growing?
pandas-dev/pandas-stubs gained about 7 stars over the last 90 days of its history (about 6 in the last 30) — figures are approximate for older repos, whose star history is downsampled. That's below its lifetime average growth pace, which is common for mature projects.
Is pandas-stubs still active?
pandas-dev/pandas-stubs is still attracting attention — about 6 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 pandas-stubs created?
pandas-dev/pandas-stubs was created on April 22, 2022 and earned its first GitHub star in Apr 2022.

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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 · pandas-dev/pandas-stubs star history
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<sub>Star history source: GitHub star history · Covers through November 14, 2026 · Still updating — <a href="https://gitdebt.com/pandas-dev/pandas-stubs?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.