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Pulse snapshot for 18 April 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
18 181 9 4252 1427 Mar 18 – Apr 18 2024 ending 12mo back
15 181 8 4267 1577 Apr 18 – May 18 2024 ending 11mo back
11 157 7 4278 1146 May 18 – Jun 18 2024 ending 10mo back
19 154 12 4297 1280 Jun 18 – Jul 18 2024 ending 9mo back
16 158 10 4313 1275 Jul 18 – Aug 18 2024 ending 8mo back
14 155 9 4327 1254 Aug 18 – Sep 18 2024 ending 7mo back
14 157 8 4341 1302 Sep 18 – Oct 18 2024 ending 6mo back
19 147 12 4360 1155 Oct 18 – Nov 18 2024 ending 5mo back
26 171 15 4386 1404 Nov 18 – Dec 18 2024 ending 4mo back
10 139 7 4396 1116 Dec 18 – Jan 18 2025 ending 3mo back
27 166 16 4423 1286 Jan 18 – Feb 18 2025 ending 2mo back
23 173 13 4446 1267 Feb 18 – Mar 18 2025 ending 1mo back
16 188 8 4462 1451 Mar 18 – Apr 18 2025 ending 14:03 UTC
Committerspermonth Produced by GNUPLOT 6.0 patchlevel 2 10 12 14 16 18 20 22 24 26 28 0 2 4 6 8 10 12 135 140 145 150 155 160 165 170 175 180 185 190 New committers Total committers New committers New committers Total committers Total committers New committers Total committers Months before 18 April 2025 🔗 Committers per month – tensorflow/tensorflow

🔗 For the last 13 months:

Cumulative total committers grew by 210 (from 4252 to 4462) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 6.0 patchlevel 2 7 8 9 10 11 12 13 14 15 16 0 2 4 6 8 10 12 4250 4300 4350 4400 4450 4500 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 18 April 2025 🔗 Total committers and % new – tensorflow/tensorflow Commitspermonth Produced by GNUPLOT 6.0 patchlevel 2 1100 1150 1200 1250 1300 1350 1400 1450 1500 1550 1600 0 2 4 6 8 10 12 Commitspermonth_plot_1 Commits per month Months before 18 April 2025 🔗 Commits per month – tensorflow/tensorflow

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
221 217 -4 1070 755 1884 +59 Mar 18 – Apr 18 2024 ending 12mo back
114 143 +29 1037 642 2038 +359 Apr 18 – May 18 2024 ending 11mo back
172 145 -27 1031 202 1646 +413 May 18 – Jun 18 2024 ending 10mo back
176 124 -52 1154 74 1984 +756 Jun 18 – Jul 18 2024 ending 9mo back
229 134 -95 1114 85 1759 +560 Jul 18 – Aug 18 2024 ending 8mo back
238 119 -119 1160 72 1862 +630 Aug 18 – Sep 18 2024 ending 7mo back
311 133 -178 1162 105 2061 +794 Sep 18 – Oct 18 2024 ending 6mo back
317 103 -214 1031 104 1792 +657 Oct 18 – Nov 18 2024 ending 5mo back
404 106 -298 1301 126 2060 +633 Nov 18 – Dec 18 2024 ending 4mo back
222 80 -142 1015 59 1678 +604 Dec 18 – Jan 18 2025 ending 3mo back
96 72 -24 1188 459 2086 +439 Jan 18 – Feb 18 2025 ending 2mo back
85 78 -7 1151 142 1875 +582 Feb 18 – Mar 18 2025 ending 1mo back
68 91 +23 1353 65 2135 +717 Mar 18 – Apr 18 2025 ending 14:03 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 6.0 patchlevel 2 -300 -250 -200 -150 -100 -50 0 50 0 2 4 6 8 10 12 0 100 200 300 400 500 600 700 800 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 18 April 2025 🔗 Increase/decrease in open issues/PRs – tensorflow/tensorflow

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 6.0 patchlevel 2 50 100 150 200 250 300 350 400 450 0 2 4 6 8 10 12 60 80 100 120 140 160 180 200 220 Issues closed Issues opened Issues closed Issues closed Issues opened Issues opened Issues closed Issues opened Months before 18 April 2025 🔗 Issues closed and opened – tensorflow/tensorflow PRsmergedclosedandopened Produced by GNUPLOT 6.0 patchlevel 2 1000 1100 1200 1300 1400 1500 1600 1700 1800 1900 0 2 4 6 8 10 12 1600 1650 1700 1750 1800 1850 1900 1950 2000 2050 2100 2150 PRs merged+closed PRs opened PRs merged+closed PRs merged+closed PRs opened PRs opened PRs merged+closed PRs opened Months before 18 April 2025 🔗 PRs merged/closed and opened – tensorflow/tensorflow

🔗 Open issues

834 issues were open as of 18 Apr 2025

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

47.46 times as many closed issues as open issues.

Produced by GNUPLOT 6.0 patchlevel 2 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 2018-09 2018-08 2018-05 2018-04 2018-02 2017-11 2017-08 2017-02 2015-11 Number of issues still open _plot_2 35 44 51 17 19 30 41 30 26 21 27 28 30 37 25 18 7 8 7 34 22 38 38 29 9 2 6 2 2 3 9 5 4 1 3 3 4 3 4 4 1 3 3 2 2 2 2 2 2 5 6 6 6 3 5 7 4 6 7 1 2 4 3 2 2 1 3 1 1 2 2 1 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 179 days 400 days 569 days 681 days 1560 days 3440 days
Standard deviation: 564 days

🔗 Open PRs

7548 PRs were open as of 18 Apr 2025

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

5.52 times as many closed PRs as open PRs.

Latest1000openPRs Produced by GNUPLOT 6.0 patchlevel 2 2025-04 2025-03 2025-02 2025-01 2024-12 2024-09 2024-08 2024-07 2024-04 2023-07 Number of PRs still open Latest1000openPRs_plot_2 565 414 11 2 2 1 2 1 1 1 Number of PRs still open Number of PRs still open Latest1000openPRs_plot_2 Month created Latest 1000 open PRs

🔗 Age statistics for latest 1000 open PRs
Newest 1st Qu Median Mean 3rd Qu 𝜂90th Oldest
0 days 7 days 15 days 19 days 25 days 31 days 629 days
Standard deviation: 29 days

🔗 Issues resolved

39579 issues were closed as of 18 Apr 2025

47.46 times as many closed issues as open issues.

22 percent ratio of total closed issues to total commits.

Latest1000closedissues Produced by GNUPLOT 6.0 patchlevel 2 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 2022-07 2022-05 2022-02 2021-12 2021-10 2021-09 2021-08 2021-07 2021-06 2021-04 2021-02 2020-12 2020-11 2020-10 2020-09 2020-08 2020-07 2020-05 2020-04 2020-03 2019-12 2019-09 2019-08 2019-06 2019-03 2019-02 2018-09 2018-08 2018-02 2018-01 2017-10 2017-02 2017-01 2016-10 Number of issues closed Latest1000closedissues_plot_2 37 73 130 123 351 178 8 4 3 3 5 4 9 1 1 1 2 1 3 2 1 2 1 2 1 1 1 2 2 3 1 2 1 1 1 2 1 3 1 1 2 2 2 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 2 2 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 17 days 252 days 324 days 643 days 793 days 2129 days
Standard deviation: 327 days

🔗 PRs merged/closed

41683 PRs were merged/closed as of 18 Apr 2025

5.52 times as many closed PRs as open PRs.

Latest1000mergedclosedPRs Produced by GNUPLOT 6.0 patchlevel 2 2025-04 2025-03 2025-01 2023-09 Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 881 112 1 6 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 11 days 2 days 7 days 571 days
Standard deviation: 53 days

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