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Pulse snapshot for 26 August 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
20 205 9 4116 1566 Jul 26 – Aug 26 2023 ending 12mo back
12 181 6 4128 1122 Aug 26 – Sep 26 2023 ending 11mo back
23 185 12 4151 1209 Sep 26 – Oct 26 2023 ending 10mo back
14 178 7 4165 1127 Oct 26 – Nov 26 2023 ending 9mo back
20 158 12 4185 1063 Nov 26 – Dec 26 2023 ending 8mo back
13 159 8 4198 1120 Dec 26 – Jan 26 2024 ending 7mo back
16 166 9 4214 1632 Jan 26 – Feb 26 2024 ending 6mo back
24 187 12 4238 1472 Feb 26 – Mar 26 2024 ending 5mo back
17 171 9 4255 1368 Mar 26 – Apr 26 2024 ending 4mo back
12 174 6 4267 1487 Apr 26 – May 26 2024 ending 3mo back
10 158 6 4277 1190 May 26 – Jun 26 2024 ending 2mo back
18 155 11 4295 1274 Jun 26 – Jul 26 2024 ending 1mo back
14 151 9 4309 1235 Jul 26 – Aug 26 2024 ending 09:12 UTC
Committerspermonth Produced by GNUPLOT 6.0 patchlevel 1 10 12 14 16 18 20 22 24 0 2 4 6 8 10 12 150 160 170 180 190 200 210 New committers Total committers New committers New committers Total committers Total committers New committers Total committers Months before 26 August 2024 🔗 Committers per month – tensorflow/tensorflow

🔗 For the last 13 months:

Cumulative total committers grew by 193 (from 4116 to 4309) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 6.0 patchlevel 1 6 7 8 9 10 11 12 0 2 4 6 8 10 12 4100 4120 4140 4160 4180 4200 4220 4240 4260 4280 4300 4320 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 26 August 2024 🔗 Total committers and % new – tensorflow/tensorflow Commitspermonth Produced by GNUPLOT 6.0 patchlevel 1 1000 1100 1200 1300 1400 1500 1600 1700 0 2 4 6 8 10 12 Commitspermonth_plot_1 Commits per month Months before 26 August 2024 🔗 Commits per month – tensorflow/tensorflow

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
229 206 -23 68 34 102 0 Jul 26 – Aug 26 2023 ending 12mo back
243 167 -76 76 32 100 -8 Aug 26 – Sep 26 2023 ending 11mo back
148 177 +29 59 28 83 -4 Sep 26 – Oct 26 2023 ending 10mo back
143 184 +41 27 41 49 -19 Oct 26 – Nov 26 2023 ending 9mo back
156 167 +11 33 23 46 -10 Nov 26 – Dec 26 2023 ending 8mo back
132 111 -21 22 36 43 -15 Dec 26 – Jan 26 2024 ending 7mo back
135 125 -10 37 31 80 +12 Jan 26 – Feb 26 2024 ending 6mo back
109 188 +79 693 308 1312 +311 Feb 26 – Mar 26 2024 ending 5mo back
256 191 -65 1040 825 1788 -77 Mar 26 – Apr 26 2024 ending 4mo back
91 138 +47 981 515 1993 +497 Apr 26 – May 26 2024 ending 3mo back
199 155 -44 1089 140 1649 +420 May 26 – Jun 26 2024 ending 2mo back
172 130 -42 1160 80 1977 +737 Jun 26 – Jul 26 2024 ending 1mo back
249 118 -131 1086 79 1786 +621 Jul 26 – Aug 26 2024 ending 09:12 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 6.0 patchlevel 1 -150 -100 -50 0 50 100 0 2 4 6 8 10 12 -100 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 26 August 2024 🔗 Increase/decrease in open issues/PRs – tensorflow/tensorflow

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 6.0 patchlevel 1 80 100 120 140 160 180 200 220 240 260 0 2 4 6 8 10 12 110 120 130 140 150 160 170 180 190 200 210 Issues closed Issues opened Issues closed Issues closed Issues opened Issues opened Issues closed Issues opened Months before 26 August 2024 🔗 Issues closed and opened – tensorflow/tensorflow PRsmergedclosedandopened Produced by GNUPLOT 6.0 patchlevel 1 0 200 400 600 800 1000 1200 1400 1600 1800 2000 0 2 4 6 8 10 12 0 200 400 600 800 1000 1200 1400 1600 1800 2000 PRs merged+closed PRs opened PRs merged+closed PRs merged+closed PRs opened PRs opened PRs merged+closed PRs opened Months before 26 August 2024 🔗 PRs merged/closed and opened – tensorflow/tensorflow

🔗 Open issues

1746 issues were open as of 26 Aug 2024

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

21.72 times as many closed issues as open issues.

Latest1000openissues Produced by GNUPLOT 6.0 patchlevel 1 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 2022-12 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 2020-02 2020-01 2019-12 2019-11 2019-10 2019-09 2019-08 2019-07 2019-06 2019-04 2019-03 2019-02 2018-11 2018-10 2018-09 2018-08 2018-05 2018-04 2018-02 2017-11 2017-08 2017-02 2015-11 Number of issues still open Latest1000openissues_plot_2 114 74 41 39 73 50 33 27 39 56 50 51 51 23 10 15 10 10 5 12 3 3 6 4 8 5 1 3 2 6 5 5 3 3 2 2 2 3 6 6 7 2 6 15 28 5 14 4 7 3 6 7 3 3 3 2 2 1 3 1 1 2 1 2 1 1 1 1 1 1 1 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
1 days 104 days 272 days 448 days 497 days 1375 days 3205 days
Standard deviation: 520 days

🔗 Open PRs

2670 PRs were open as of 26 Aug 2024

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

11.78 times as many closed PRs as open PRs.

Latest1000openPRs Produced by GNUPLOT 6.0 patchlevel 1 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 2022-10 2022-06 2022-03 2021-11 2021-08 2021-07 2021-06 Number of PRs still open Latest1000openPRs_plot_2 621 277 7 17 7 8 7 4 5 5 5 6 6 5 2 2 2 2 2 3 1 1 1 2 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 6 days 18 days 47 days 32 days 63 days 1159 days
Standard deviation: 119 days

🔗 Issues resolved

37916 issues were closed as of 26 Aug 2024

21.72 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 1 2024-08 2024-07 2024-06 2024-05 2024-04 2024-03 2024-02 2024-01 2023-12 2023-11 2023-10 2023-09 2023-07 2023-06 2023-04 2023-03 2023-02 2023-01 2022-12 2022-11 2022-10 2022-09 2022-06 2022-05 2022-04 2022-03 2022-02 2022-01 2021-12 2021-10 2021-09 2021-08 2021-07 2021-06 2021-05 2021-03 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 2019-07 2019-05 2019-04 2019-01 2018-11 2018-10 2018-09 2018-06 2018-02 2017-12 2017-10 2017-06 2017-05 2016-12 Number of issues closed Latest1000closedissues_plot_2 212 189 203 113 115 10 10 11 4 8 2 4 5 5 4 2 2 1 4 2 4 3 3 3 1 1 4 2 6 1 4 1 1 2 1 1 1 3 2 2 1 1 3 1 4 5 5 2 3 2 1 1 3 1 1 1 2 2 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 15 days 26 days 430 days 463 days 1685 days 2910 days
Standard deviation: 724 days

🔗 PRs merged/closed

31463 PRs were merged/closed as of 26 Aug 2024

11.78 times as many closed PRs as open PRs.

Latest1000mergedclosedPRs Produced by GNUPLOT 6.0 patchlevel 1 2024-08 2024-07 2024-06 2024-04 2023-07 Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 981 16 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 7 days 2 days 6 days 1017 days
Standard deviation: 45 days

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