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pola-rs/pyo3-polars

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

Open on GitHub
Stars
308
History since
2023
Latest star
Oct 2026

Star history

Last 30 days
+1
Last 90 days
+2
Stars / day
0.2
Cumulative stars
stars from January 3, 2023 to October 5, 2026, peaking at 308.308 STARS3 YR 9 MO100308OCT 2026JAN 2023

308 stars on October 5, 2026.

stars by date
Datestars
January 3, 202310
January 4, 202322
January 5, 202323
January 7, 202325
January 8, 202326
January 9, 202329
January 10, 202330
January 18, 202332
January 19, 202334
January 20, 202335
January 26, 202336
January 28, 202337
February 2, 202338
February 5, 202340
February 7, 202341
February 8, 202342
February 14, 202343
February 19, 202344
February 20, 202345
February 21, 202348
February 23, 202349
February 25, 202351
February 28, 202352
March 1, 202354
March 13, 202355
March 17, 202356
March 24, 202357
March 26, 202358
March 30, 202359
April 12, 202360
April 16, 202362
April 21, 202363
April 24, 202364
April 26, 202365
May 1, 202366
May 2, 202367
May 5, 202368
May 7, 202370
May 9, 202371
May 10, 202372
May 13, 202375
May 16, 202376
May 18, 202377
May 19, 202378
May 29, 202379
May 31, 202381
June 1, 202383
June 7, 202384
June 8, 202388
June 10, 202389
June 12, 202390
June 24, 202391
June 28, 202392
July 4, 202393
July 21, 202394
July 22, 202395
July 26, 202396
July 31, 202397
August 3, 202398
August 8, 202399
August 11, 2023100
August 19, 2023101
August 25, 2023102
August 29, 2023104
September 1, 2023105
September 2, 2023106
September 15, 2023107
September 19, 2023108
September 21, 2023109
September 22, 2023110
September 23, 2023111
October 6, 2023113
October 9, 2023115
October 10, 2023118
October 13, 2023119
October 14, 2023120
October 16, 2023122
October 17, 2023123
October 22, 2023124
October 25, 2023126
October 26, 2023128
October 29, 2023129
October 30, 2023133
October 31, 2023134
November 2, 2023135
November 4, 2023136
November 10, 2023137
November 12, 2023138
November 13, 2023139
November 14, 2023140
November 16, 2023142
November 19, 2023143
November 22, 2023145
November 23, 2023146
November 28, 2023147
November 29, 2023148
December 7, 2023149
December 10, 2023150
December 12, 2023151
December 16, 2023152
December 17, 2023153
December 23, 2023154
January 1, 2024155
January 2, 2024159
January 5, 2024160
January 9, 2024161
January 19, 2024162
January 21, 2024164
January 25, 2024166
February 1, 2024167
February 2, 2024169
February 3, 2024170
February 6, 2024171
February 9, 2024172
February 11, 2024173
February 13, 2024175
February 17, 2024176
February 23, 2024177
March 5, 2024179
March 8, 2024180
March 12, 2024181
April 9, 2024184
April 11, 2024185
April 12, 2024186
April 21, 2024188
April 24, 2024189
May 3, 2024190
May 5, 2024191
May 8, 2024192
May 10, 2024193
May 11, 2024194
May 15, 2024195
May 16, 2024196
May 18, 2024197
May 24, 2024198
May 27, 2024200
May 30, 2024201
June 17, 2024202
June 23, 2024203
June 24, 2024204
June 25, 2024206
June 26, 2024207
June 28, 2024208
June 29, 2024209
July 10, 2024210
July 13, 2024211
July 19, 2024212
July 21, 2024213
July 26, 2024215
July 28, 2024217
July 29, 2024218
July 30, 2024219
August 5, 2024220
August 6, 2024221
August 7, 2024222
August 9, 2024223
August 10, 2024225
August 14, 2024226
August 17, 2024227
August 19, 2024228
August 22, 2024229
August 27, 2024230
September 2, 2024231
September 12, 2024232
September 15, 2024233
September 17, 2024235
September 18, 2024236
September 20, 2024237
September 27, 2024238
September 29, 2024239
October 2, 2024241
October 3, 2024243
October 6, 2024244
October 7, 2024245
October 8, 2024246
October 9, 2024247
October 21, 2024248
October 22, 2024249
October 29, 2024251
October 31, 2024252
November 5, 2024253
November 14, 2024256
November 15, 2024257
November 22, 2024258
November 25, 2024259
December 11, 2024260
December 12, 2024261
December 21, 2024262
January 6, 2025263
January 7, 2025264
January 12, 2025265
January 13, 2025266
January 14, 2025267
January 24, 2025268
January 29, 2025269
January 31, 2025272
February 14, 2025273
February 26, 2025274
March 7, 2025275
March 9, 2025276
March 14, 2025277
March 17, 2025278
March 21, 2025279
March 22, 2025280
March 30, 2025281
April 2, 2025282
April 5, 2025283
April 23, 2025284
April 24, 2025285
May 3, 2025286
May 12, 2025287
May 22, 2025288
May 25, 2025289
May 26, 2025290
May 28, 2025291
May 29, 2025292
June 9, 2025293
July 9, 2025294
July 13, 2025295
July 17, 2025296
July 19, 2025297
July 21, 2025298
August 16, 2025299
September 29, 2025300
October 20, 2025301
November 14, 2025302
December 5, 2025303
January 2, 2026304
February 3, 2026305
April 1, 2026306
July 10, 2026307
October 5, 2026308

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

Star milestones: 100 around Aug 2023

The commit history reads pola-rs/pyo3-polars 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 pola-rs/pyo3-polars
File change frequency
File change frequency for pola-rs/pyo3-polars
Bus factor
Bus factor for pola-rs/pyo3-polars
Maintenance pulse
Maintenance pulse for pola-rs/pyo3-polars
Contributors
Contributors for pola-rs/pyo3-polars
Language activity
Language activity for pola-rs/pyo3-polars
Commit activity
Commit activity for pola-rs/pyo3-polars
Recent TODO/FIXME movement
Recent TODO/FIXME movement for pola-rs/pyo3-polars

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 pola-rs/pyo3-polars.

Notes on pola-rs/pyo3-polars

How many stars does pola-rs/pyo3-polars have?
GitHub currently reports 308 stars for pola-rs/pyo3-polars, with about 2 of them added in the last 90 days.
How fast is pyo3-polars growing?
pola-rs/pyo3-polars gained about 2 stars over the last 90 days of its history (about 1 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 pyo3-polars still active?
pola-rs/pyo3-polars is still attracting attention — about 1 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 pyo3-polars created?
pola-rs/pyo3-polars was created on January 3, 2023 and earned its first GitHub star in Jan 2023.

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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 · pola-rs/pyo3-polars star history
<a href="https://gitdebt.com/pola-rs/pyo3-polars?ref=readme">
  <picture>
    <source media="(prefers-color-scheme: dark)" srcset="https://api.gitdebt.com/api/repos/pola-rs/pyo3-polars/chart.svg?theme=dark" />
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<sub>Star history source: GitHub star history · Covers through November 14, 2026 · Still updating — <a href="https://gitdebt.com/pola-rs/pyo3-polars?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.