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Pulse snapshot for 19 October 2026

https://github.com/tensorflow/docs

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Committers: summary • month-by-month • graphs: committers per month • commits per month • total committers

Issues: open • resolved • summary • month-by-month • age stats • time-to-close stats • graphs: opened/closed • increase/decrease

PRs: open • merged/closed • summary • month-by-month • age stats • time-to-close stats • graphs: opened/merged/closed • increase/decrease

🔗 Committer pulse

Committers Mo-
nthly
com-
mits 		Month range
Monthly Cu-
mula-
tive
New Uniq %New
1 2 50 1210 3 Sep 19 – Oct 19 2025 ending 12mo back
0 2 0 1210 2 Oct 19 – Nov 19 2025 ending 11mo back
1 1 100 1211 1 Nov 19 – Dec 19 2025 ending 10mo back
1 1 100 1212 1 Dec 19 – Jan 19 2026 ending 9mo back
0 0 0 1212 0 Jan 19 – Feb 19 2026 ending 8mo back
1 2 50 1213 3 Feb 19 – Mar 19 2026 ending 7mo back
0 0 0 1213 0 Mar 19 – Apr 19 2026 ending 6mo back
0 1 0 1213 1 Apr 19 – May 19 2026 ending 5mo back
0 0 0 1213 0 May 19 – Jun 19 2026 ending 4mo back
1 1 100 1214 1 Jun 19 – Jul 19 2026 ending 3mo back
0 0 0 1214 0 Jul 19 – Aug 19 2026 ending 2mo back
1 1 100 1215 1 Aug 19 – Sep 19 2026 ending 1mo back
1 2 50 1216 2 Sep 19 – Oct 19 2026 ending 13:44 UTC
Committerspermonth Produced by GNUPLOT 6.0 patchlevel 5 0 0.2 0.4 0.6 0.8 1 0 2 4 6 8 10 12 0 0.5 1 1.5 2 New committers Total committers New committers New committers Total committers Total committers New committers Total committers Months before 19 October 2026 🔗 Committers per month – tensorflow/docs

🔗 For the last 13 months:

Cumulative total committers grew by 6 (from 1210 to 1216) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 6.0 patchlevel 5 0 20 40 60 80 100 0 2 4 6 8 10 12 1210 1211 1212 1213 1214 1215 1216 New commiters percentage Cumulative total committers New commiters percentage New commiters percentage Cumulative total committers Cumulative total committers New commiters percentage Cumulative total committers Months before 19 October 2026 🔗 Total committers and % new – tensorflow/docs Commitspermonth Produced by GNUPLOT 6.0 patchlevel 5 0 0.5 1 1.5 2 2.5 3 0 2 4 6 8 10 12 Commitspermonth_plot_1 Commits per month Months before 19 October 2026 🔗 Commits per month – tensorflow/docs

🔗 Issue and PR pulse

Note: The GitHub issue tracker for this repo is disabled. This snapshot includes data for PRs only.

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
0 0 0 1 2 6 +3 Sep 19 – Oct 19 2025 ending 12mo back
0 0 0 1 0 0 -1 Oct 19 – Nov 19 2025 ending 11mo back
0 0 0 0 0 6 +6 Nov 19 – Dec 19 2025 ending 10mo back
0 0 0 0 0 0 0 Dec 19 – Jan 19 2026 ending 9mo back
0 0 0 0 0 4 +4 Jan 19 – Feb 19 2026 ending 8mo back
0 0 0 1 0 5 +4 Feb 19 – Mar 19 2026 ending 7mo back
0 0 0 0 0 15 +15 Mar 19 – Apr 19 2026 ending 6mo back
0 0 0 0 4 6 +2 Apr 19 – May 19 2026 ending 5mo back
0 0 0 0 0 2 +2 May 19 – Jun 19 2026 ending 4mo back
0 0 0 0 1 1 0 Jun 19 – Jul 19 2026 ending 3mo back
0 0 0 0 1 1 0 Jul 19 – Aug 19 2026 ending 2mo back
0 0 0 0 2 5 +3 Aug 19 – Sep 19 2026 ending 1mo back
0 0 0 1 0 1 0 Sep 19 – Oct 19 2026 ending 13:44 UTC
IncreasedecreaseinopenPRs Produced by GNUPLOT 6.0 patchlevel 5 -2 0 2 4 6 8 10 12 14 16 0 2 4 6 8 10 12 IncreasedecreaseinopenPRs_plot_1 Increase/decrease in open PRs Months before 19 October 2026 🔗 Increase/decrease in open PRs – tensorflow/docs

🔗 For the last 13 months:

PRsmergedclosedandopened Produced by GNUPLOT 6.0 patchlevel 5 0 0.5 1 1.5 2 2.5 3 3.5 4 0 2 4 6 8 10 12 0 2 4 6 8 10 12 14 16 PRs merged+closed PRs opened PRs merged+closed PRs merged+closed PRs opened PRs opened PRs merged+closed PRs opened Months before 19 October 2026 🔗 PRs merged/closed and opened – tensorflow/docs

🔗 Open PRs

70 PRs were open as of 19 Oct 2026

17.50 times as many PRs currently open as the
average number of PRs opened per month.

33.27 times as many closed PRs as open PRs.

Produced by GNUPLOT 6.0 patchlevel 5 2026-10 2026-09 2026-08 2026-07 2026-06 2026-05 2026-04 2026-03 2026-02 2026-01 2025-12 2025-11 2025-10 2025-09 2025-08 2025-07 2025-06 2025-05 2025-04 2025-03 2025-02 2025-01 2024-12 2024-11 2024-10 2024-05 2023-11 2023-03 Number of PRs still open _plot_2 1 3 1 1 1 1 16 4 1 3 2 2 2 3 3 1 2 3 2 2 2 3 3 2 1 3 1 1 Number of PRs still open Number of PRs still open _plot_2 Month created

🔗 Age statistics for all open PRs
Newest 1st Qu Median Mean 3rd Qu 𝜂90th Oldest
4 days 193 days 326 days 393 days 566 days 708 days 1300 days
Standard deviation: 261 days

🔗 PRs merged/closed

2329 PRs were merged/closed as of 19 Oct 2026

33.27 times as many closed PRs as open PRs.

Latest1000mergedclosedPRs Produced by GNUPLOT 6.0 patchlevel 5 2026-09 2026-08 2026-07 2026-04 2026-03 2025-11 2025-10 2025-09 2025-08 2025-07 2025-06 2025-05 2025-04 2025-03 2025-02 2025-01 2024-11 2024-10 2024-09 2024-08 2024-07 2024-06 2024-05 2024-04 2024-02 2024-01 2023-12 2023-11 2023-10 2023-09 2023-08 2023-07 2023-06 2023-05 2023-04 2023-03 2023-02 2023-01 2022-12 2022-11 2022-10 2022-09 2022-08 2022-07 2022-06 2022-05 2022-04 2022-03 2022-02 2022-01 2021-12 2021-11 2021-10 2021-09 2021-08 2021-07 2021-06 2021-05 2021-04 2021-03 2021-02 2021-01 2020-12 2020-11 2020-10 2020-09 2020-08 2020-07 2020-06 2020-05 2020-04 2020-03 2020-02 2020-01 2019-12 2019-07 2019-03 Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 1 3 1 4 1 1 2 1 2 3 1 4 1 5 1 4 5 7 12 6 1 2 4 7 2 1 3 2 5 23 12 17 3 5 11 18 10 13 16 11 15 11 6 14 15 12 14 11 39 16 9 9 20 9 9 10 25 28 22 36 14 23 19 38 52 18 19 30 16 24 27 48 66 40 2 2 1 Number of PRs merged/closed Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 Month created Latest 1000 merged/closed PRs

🔗 Time-to-close statistics for latest 1000 merged/closed PRs
Fastest 1st Qu Median Mean 3rd Qu 𝜂90th Longest
0 days 0 days 3 days 29 days 22 days 77 days 795 days
Standard deviation: 74 days

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