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Pulse snapshot for 03 July 2025

https://github.com/tensorflow/tensorflow

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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
10 153 6 4282 1201 Jun 03 – Jul 03 2024 ending 12mo back
24 163 14 4306 1376 Jul 03 – Aug 03 2024 ending 11mo back
19 156 12 4325 1232 Aug 03 – Sep 03 2024 ending 10mo back
12 168 7 4337 1274 Sep 03 – Oct 03 2024 ending 9mo back
13 149 8 4350 1342 Oct 03 – Nov 03 2024 ending 8mo back
25 164 15 4375 1096 Nov 03 – Dec 03 2024 ending 7mo back
19 150 12 4394 1181 Dec 03 – Jan 03 2025 ending 6mo back
22 170 12 4416 1410 Jan 03 – Feb 03 2025 ending 5mo back
18 160 11 4434 1191 Feb 03 – Mar 03 2025 ending 4mo back
24 190 12 4458 1361 Mar 03 – Apr 03 2025 ending 3mo back
14 179 7 4472 1417 Apr 03 – May 03 2025 ending 2mo back
13 157 8 4485 1266 May 03 – Jun 03 2025 ending 1mo back
16 163 9 4501 1027 Jun 03 – Jul 03 2025 ending 06:45 UTC
Committerspermonth Produced by GNUPLOT 6.0.3 patchlevel 3 10 12 14 16 18 20 22 24 26 0 2 4 6 8 10 12 145 150 155 160 165 170 175 180 185 190 New committers Total committers New committers New committers Total committers Total committers New committers Total committers Months before 03 July 2025 🔗 Committers per month – tensorflow/tensorflow

🔗 For the last 13 months:

Cumulative total committers grew by 219 (from 4282 to 4501) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 6.0.3 patchlevel 3 6 7 8 9 10 11 12 13 14 15 0 2 4 6 8 10 12 4250 4300 4350 4400 4450 4500 4550 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 03 July 2025 🔗 Total committers and % new – tensorflow/tensorflow Commitspermonth Produced by GNUPLOT 6.0.3 patchlevel 3 1000 1050 1100 1150 1200 1250 1300 1350 1400 1450 0 2 4 6 8 10 12 Commitspermonth_plot_1 Commits per month Months before 03 July 2025 🔗 Commits per month – tensorflow/tensorflow

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
209 161 -48 1081 130 1578 +367 Jun 03 – Jul 03 2024 ending 12mo back
162 127 -35 1198 79 2116 +839 Jul 03 – Aug 03 2024 ending 11mo back
269 131 -138 1127 89 1849 +633 Aug 03 – Sep 03 2024 ending 10mo back
268 113 -155 1143 78 1851 +630 Sep 03 – Oct 03 2024 ending 9mo back
328 132 -196 1178 126 2113 +809 Oct 03 – Nov 03 2024 ending 8mo back
368 106 -262 1043 125 1755 +587 Nov 03 – Dec 03 2024 ending 7mo back
343 70 -273 1057 48 1803 +698 Dec 03 – Jan 03 2025 ending 6mo back
98 89 -9 1326 91 2074 +657 Jan 03 – Feb 03 2025 ending 5mo back
110 69 -41 1063 467 1907 +377 Feb 03 – Mar 03 2025 ending 4mo back
51 91 +40 1263 136 1986 +587 Mar 03 – Apr 03 2025 ending 3mo back
59 74 +15 1311 29 1985 +645 Apr 03 – May 03 2025 ending 2mo back
74 121 +47 1179 8180 1974 -7385 May 03 – Jun 03 2025 ending 1mo back
56 31 -25 878 593 1556 +85 Jun 03 – Jul 03 2025 ending 06:45 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 6.0.3 patchlevel 3 -300 -250 -200 -150 -100 -50 0 50 0 2 4 6 8 10 12 -8000 -7000 -6000 -5000 -4000 -3000 -2000 -1000 0 1000 Increase/decrease in open issues Increase/decrease in open PRs Increase/decrease in open issues Increase/decrease in open issues Increase/decrease in open PRs Increase/decrease in open PRs Increase/decrease in open issues Increase/decrease in open PRs Months before 03 July 2025 🔗 Increase/decrease in open issues/PRs – tensorflow/tensorflow

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 6.0.3 patchlevel 3 50 100 150 200 250 300 350 400 0 2 4 6 8 10 12 20 40 60 80 100 120 140 160 180 Issues closed Issues opened Issues closed Issues closed Issues opened Issues opened Issues closed Issues opened Months before 03 July 2025 🔗 Issues closed and opened – tensorflow/tensorflow PRsmergedclosedandopened Produced by GNUPLOT 6.0.3 patchlevel 3 1000 2000 3000 4000 5000 6000 7000 8000 9000 10000 0 2 4 6 8 10 12 1500 1600 1700 1800 1900 2000 2100 2200 PRs merged+closed PRs opened PRs merged+closed PRs merged+closed PRs opened PRs opened PRs merged+closed PRs opened Months before 03 July 2025 🔗 PRs merged/closed and opened – tensorflow/tensorflow

🔗 Open issues

867 issues were open as of 03 Jul 2025

8.58 times as many issues currently open as the
average number of issues opened per month.

45.82 times as many closed issues as open issues.

Produced by GNUPLOT 6.0.3 patchlevel 3 2025-07 2025-06 2025-05 2025-04 2025-03 2025-02 2025-01 2024-12 2024-11 2024-10 2024-09 2024-08 2024-07 2024-06 2024-05 2024-04 2024-03 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 2022-11 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 2019-11 2019-10 2019-09 2019-08 2019-07 2019-06 2019-04 2019-02 2018-11 2018-10 2018-09 2018-08 2018-05 2018-04 2018-02 2017-11 2017-02 Number of issues still open _plot_2 3 21 57 52 26 29 16 19 28 41 31 27 20 27 28 33 36 24 19 7 8 7 35 21 38 38 15 9 2 6 3 1 3 9 5 3 1 3 3 4 3 3 4 1 2 3 2 2 2 1 2 2 4 5 6 6 3 5 6 3 5 7 1 3 3 3 2 2 1 3 1 1 1 2 1 1 1 1 1 1 1 1 1 Number of issues still open Number of issues still open _plot_2 Month created

🔗 Age statistics for all open issues
Newest 1st Qu Median Mean 3rd Qu 𝜂90th Oldest
0 days 209 days 440 days 584 days 730 days 1521 days 3065 days
Standard deviation: 553 days

🔗 Open PRs

531 PRs were open as of 03 Jul 2025

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

100.04 times as many closed PRs as open PRs.

Produced by GNUPLOT 6.0.3 patchlevel 3 2025-07 2025-06 2025-05 2025-04 2025-03 2025-02 2025-01 2024-12 2024-11 2024-10 2024-09 2024-08 2024-07 2024-06 2024-05 2024-04 Number of PRs still open _plot_2 77 147 106 67 59 36 1 5 3 4 7 1 2 3 8 5 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
0 days 8 days 43 days 68 days 93 days 128 days 442 days
Standard deviation: 86 days

🔗 Issues resolved

39727 issues were closed as of 03 Jul 2025

45.82 times as many closed issues as open issues.

21 percent ratio of total closed issues to total commits.

Latest1000closedissues Produced by GNUPLOT 6.0.3 patchlevel 3 2025-07 2025-06 2025-05 2025-04 2025-03 2025-02 2025-01 2024-12 2024-11 2024-10 2024-09 2024-08 2024-07 2024-06 2024-05 2024-04 2024-03 2024-02 2024-01 2023-12 2023-11 2023-10 2023-09 2023-08 2023-07 2023-06 2023-05 2023-04 2023-03 2023-01 2022-12 2022-11 2022-09 2022-08 2022-06 2022-05 2022-04 2022-02 2021-12 2021-11 2021-10 2021-09 2021-08 2021-07 2021-04 2021-02 2020-12 2020-11 2020-10 2020-09 2020-08 2020-07 2020-06 2020-05 2020-04 2019-12 2019-09 2019-08 2019-06 2019-03 2019-02 2018-09 2018-08 2018-02 2018-01 2017-10 2017-03 2017-02 2016-10 2016-02 Number of issues closed Latest1000closedissues_plot_2 3 31 118 66 54 104 122 338 17 9 7 6 3 6 5 10 2 2 2 2 2 3 1 1 3 1 6 2 2 1 2 3 3 2 4 1 1 1 1 3 1 2 2 3 1 3 3 3 1 4 1 2 2 1 1 3 1 1 1 1 1 1 2 2 2 1 1 1 1 1 Number of issues closed Number of issues closed Latest1000closedissues_plot_2 Month created Latest 1000 closed issues

🔗 Time-to-close statistics for latest 1000 closed issues
Fastest 1st Qu Median Mean 3rd Qu 𝜂90th Longest
0 days 10 days 38 days 254 days 494 days 724 days 2499 days
Standard deviation: 322 days

🔗 PRs merged/closed

53122 PRs were merged/closed as of 03 Jul 2025

100.04 times as many closed PRs as open PRs.

Latest1000mergedclosedPRs Produced by GNUPLOT 6.0.3 patchlevel 3 2025-07 2025-06 2019-04 Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 90 909 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 0 days 3 days 1 days 6 days 137 days
Standard deviation: 10 days

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