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Pulse snapshot for 22 March 2024

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
24 221 10 4003 1476 Feb 22 – Mar 22 2023 ending 12mo back
28 240 11 4031 1592 Mar 22 – Apr 22 2023 ending 11mo back
21 214 9 4052 1241 Apr 22 – May 22 2023 ending 10mo back
21 206 10 4073 1363 May 22 – Jun 22 2023 ending 9mo back
23 212 10 4096 1398 Jun 22 – Jul 22 2023 ending 8mo back
16 200 8 4112 1466 Jul 22 – Aug 22 2023 ending 7mo back
15 186 8 4127 1253 Aug 22 – Sep 22 2023 ending 6mo back
21 191 10 4148 1226 Sep 22 – Oct 22 2023 ending 5mo back
15 176 8 4163 1151 Oct 22 – Nov 22 2023 ending 4mo back
19 162 11 4182 1121 Nov 22 – Dec 22 2023 ending 3mo back
9 143 6 4191 894 Dec 22 – Jan 22 2024 ending 2mo back
17 168 10 4208 1637 Jan 22 – Feb 22 2024 ending 1mo back
25 185 13 4233 1536 Feb 22 – Mar 22 2024 ending 14:22 UTC
Committerspermonth Produced by GNUPLOT 6.0 patchlevel 0 8 10 12 14 16 18 20 22 24 26 28 0 2 4 6 8 10 12 140 150 160 170 180 190 200 210 220 230 240 New committers Total committers New committers New committers Total committers Total committers New committers Total committers Months before 22 March 2024 🔗 Committers per month – tensorflow/tensorflow

🔗 For the last 13 months:

Cumulative total committers grew by 230 (from 4003 to 4233) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 6.0 patchlevel 0 6 7 8 9 10 11 12 13 0 2 4 6 8 10 12 4000 4050 4100 4150 4200 4250 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 22 March 2024 🔗 Total committers and % new – tensorflow/tensorflow Commitspermonth Produced by GNUPLOT 6.0 patchlevel 0 800 900 1000 1100 1200 1300 1400 1500 1600 1700 0 2 4 6 8 10 12 Commitspermonth_plot_1 Commits per month Months before 22 March 2024 🔗 Commits per month – tensorflow/tensorflow

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
137 153 +16 97 58 143 -12 Feb 22 – Mar 22 2023 ending 12mo back
291 211 -80 74 67 109 -32 Mar 22 – Apr 22 2023 ending 11mo back
193 168 -25 56 34 90 0 Apr 22 – May 22 2023 ending 10mo back
216 179 -37 74 37 101 -10 May 22 – Jun 22 2023 ending 9mo back
146 161 +15 54 40 103 +9 Jun 22 – Jul 22 2023 ending 8mo back
221 208 -13 75 30 106 +1 Jul 22 – Aug 22 2023 ending 7mo back
216 169 -47 82 33 110 -5 Aug 22 – Sep 22 2023 ending 6mo back
186 157 -29 57 33 78 -12 Sep 22 – Oct 22 2023 ending 5mo back
134 209 +75 31 43 56 -18 Oct 22 – Nov 22 2023 ending 4mo back
171 173 +2 33 22 46 -9 Nov 22 – Dec 22 2023 ending 3mo back
133 104 -29 17 36 41 -12 Dec 22 – Jan 22 2024 ending 2mo back
126 129 +3 40 23 72 +9 Jan 22 – Feb 22 2024 ending 1mo back
121 178 +57 572 240 1073 +261 Feb 22 – Mar 22 2024 ending 14:22 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 6.0 patchlevel 0 -80 -60 -40 -20 0 20 40 60 80 0 2 4 6 8 10 12 -50 0 50 100 150 200 250 300 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 22 March 2024 🔗 Increase/decrease in open issues/PRs – tensorflow/tensorflow

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 6.0 patchlevel 0 120 140 160 180 200 220 240 260 280 300 0 2 4 6 8 10 12 100 120 140 160 180 200 220 Issues closed Issues opened Issues closed Issues closed Issues opened Issues opened Issues closed Issues opened Months before 22 March 2024 🔗 Issues closed and opened – tensorflow/tensorflow PRsmergedclosedandopened Produced by GNUPLOT 6.0 patchlevel 0 0 100 200 300 400 500 600 700 800 900 0 2 4 6 8 10 12 0 200 400 600 800 1000 1200 PRs merged+closed PRs opened PRs merged+closed PRs merged+closed PRs opened PRs opened PRs merged+closed PRs opened Months before 22 March 2024 🔗 PRs merged/closed and opened – tensorflow/tensorflow

🔗 Open issues

1960 issues were open as of 22 Mar 2024

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

18.85 times as many closed issues as open issues.

Latest1000openissues Produced by GNUPLOT 6.0 patchlevel 0 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 2022-12 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 2021-09 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 2019-08 2019-06 2019-04 2019-03 2019-02 2019-01 2018-12 2018-11 2018-10 2018-09 2018-07 2018-06 2018-05 2018-03 2018-02 2018-01 2017-12 2017-11 2017-10 2017-09 2017-08 2017-05 2017-04 2017-03 2017-02 2016-12 2016-10 2016-02 2015-11 Number of issues still open Latest1000openissues_plot_2 144 46 29 42 58 55 61 55 51 50 43 45 34 9 17 7 3 7 5 9 8 3 6 4 8 6 7 5 7 3 2 1 4 3 5 4 5 10 5 13 3 4 4 5 2 6 3 4 2 1 3 1 2 2 1 5 2 4 1 1 1 2 2 1 2 1 2 1 2 5 11 3 5 3 4 5 5 6 1 1 1 1 Number of issues still open Number of issues still open Latest1000openissues_plot_2 Month created Latest 1000 open issues

🔗 Age statistics for latest 1000 open issues
Newest 1st Qu Median Mean 3rd Qu 𝜂90th Oldest
0 days 106 days 241 days 485 days 516 days 1409 days 3048 days
Standard deviation: 642 days

🔗 Open PRs

420 PRs were open as of 22 Mar 2024

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

57.79 times as many closed PRs as open PRs.

Produced by GNUPLOT 6.0 patchlevel 0 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 2022-12 2022-11 2022-10 2022-09 2022-07 2022-06 2022-03 2022-01 2021-11 2021-08 2021-07 2021-06 2020-11 2020-07 2020-06 Number of PRs still open _plot_2 285 23 7 8 11 8 12 7 6 6 4 3 2 4 1 2 2 4 4 4 5 1 1 2 2 1 1 1 1 2 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 1 days 8 days 100 days 81 days 338 days 1387 days
Standard deviation: 219 days

🔗 Issues resolved

36950 issues were closed as of 22 Mar 2024

18.85 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 0 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 2022-12 2022-11 2022-10 2022-09 2022-08 2022-07 2022-05 2022-04 2022-03 2022-02 2022-01 2021-12 2021-11 2021-10 2021-09 2021-08 2021-07 2021-06 2021-04 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 2020-01 2019-12 2019-11 2019-10 2019-09 2019-08 2019-06 2019-05 2019-04 2019-03 2019-01 2018-12 2018-11 2018-09 2018-08 2018-07 2018-05 2018-04 2017-11 2017-05 2017-03 2017-02 2016-11 2016-06 2016-05 2016-01 2015-12 Number of issues closed Latest1000closedissues_plot_2 66 177 113 154 162 142 17 4 5 5 4 7 5 1 4 7 2 5 6 4 1 3 2 2 5 4 2 2 3 4 3 2 1 1 2 1 3 2 2 3 3 1 7 1 5 5 2 1 2 3 1 1 3 1 2 1 2 2 2 2 2 1 1 1 1 1 1 1 1 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 9 days 20 days 176 days 63 days 534 days 2495 days
Standard deviation: 434 days

🔗 PRs merged/closed

24270 PRs were merged/closed as of 22 Mar 2024

57.79 times as many closed PRs as open PRs.

Latest1000mergedclosedPRs Produced by GNUPLOT 6.0 patchlevel 0 2024-03 2024-02 2024-01 2023-12 2023-11 2023-09 2023-08 2023-06 2022-10 2022-06 2020-11 2019-03 2017-01 Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 793 67 55 63 7 5 4 1 1 1 1 1 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 19 days 2 days 12 days 924 days
Standard deviation: 85 days

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