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Pulse snapshot for 22 March 2024

https://github.com/numpy/numpy

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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
11 35 31 1580 147 Feb 22 – Mar 22 2023 ending 12mo back
14 42 33 1594 188 Mar 22 – Apr 22 2023 ending 11mo back
15 40 37 1609 171 Apr 22 – May 22 2023 ending 10mo back
11 41 26 1620 224 May 22 – Jun 22 2023 ending 9mo back
16 46 34 1636 253 Jun 22 – Jul 22 2023 ending 8mo back
8 37 21 1644 155 Jul 22 – Aug 22 2023 ending 7mo back
12 38 31 1656 269 Aug 22 – Sep 22 2023 ending 6mo back
15 38 39 1671 182 Sep 22 – Oct 22 2023 ending 5mo back
13 43 30 1684 265 Oct 22 – Nov 22 2023 ending 4mo back
14 42 33 1698 282 Nov 22 – Dec 22 2023 ending 3mo back
16 47 34 1714 152 Dec 22 – Jan 22 2024 ending 2mo back
5 31 16 1719 216 Jan 22 – Feb 22 2024 ending 1mo back
8 27 29 1727 190 Feb 22 – Mar 22 2024 ending 11:13 UTC
Committerspermonth Produced by GNUPLOT 6.0 patchlevel 0 4 6 8 10 12 14 16 0 2 4 6 8 10 12 25 30 35 40 45 50 New committers Total committers New committers New committers Total committers Total committers New committers Total committers Months before 22 March 2024 🔗 Committers per month – numpy/numpy

🔗 For the last 13 months:

Cumulative total committers grew by 147 (from 1580 to 1727) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 6.0 patchlevel 0 15 20 25 30 35 40 0 2 4 6 8 10 12 1580 1600 1620 1640 1660 1680 1700 1720 1740 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 – numpy/numpy Commitspermonth Produced by GNUPLOT 6.0 patchlevel 0 140 160 180 200 220 240 260 280 300 0 2 4 6 8 10 12 Commitspermonth_plot_1 Commits per month Months before 22 March 2024 🔗 Commits per month – numpy/numpy

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
62 72 +10 75 19 99 +5 Feb 22 – Mar 22 2023 ending 12mo back
58 70 +12 107 23 140 +10 Mar 22 – Apr 22 2023 ending 11mo back
60 54 -6 92 23 92 -23 Apr 22 – May 22 2023 ending 10mo back
72 77 +5 126 18 149 +5 May 22 – Jun 22 2023 ending 9mo back
62 66 +4 107 28 147 +12 Jun 22 – Jul 22 2023 ending 8mo back
74 97 +23 140 16 170 +14 Jul 22 – Aug 22 2023 ending 7mo back
153 104 -49 154 10 174 +10 Aug 22 – Sep 22 2023 ending 6mo back
64 76 +12 101 20 125 +4 Sep 22 – Oct 22 2023 ending 5mo back
99 83 -16 140 16 164 +8 Oct 22 – Nov 22 2023 ending 4mo back
85 90 +5 131 23 155 +1 Nov 22 – Dec 22 2023 ending 3mo back
110 80 -30 118 18 107 -29 Dec 22 – Jan 22 2024 ending 2mo back
120 78 -42 131 20 135 -16 Jan 22 – Feb 22 2024 ending 1mo back
66 77 +11 133 21 153 -1 Feb 22 – Mar 22 2024 ending 11:13 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 6.0 patchlevel 0 -50 -40 -30 -20 -10 0 10 20 30 0 2 4 6 8 10 12 -30 -25 -20 -15 -10 -5 0 5 10 15 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 – numpy/numpy

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 6.0 patchlevel 0 50 60 70 80 90 100 110 120 130 140 150 160 0 2 4 6 8 10 12 50 60 70 80 90 100 110 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 – numpy/numpy PRsmergedclosedandopened Produced by GNUPLOT 6.0 patchlevel 0 90 100 110 120 130 140 150 160 170 0 2 4 6 8 10 12 90 100 110 120 130 140 150 160 170 180 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 – numpy/numpy

🔗 Open issues

1909 issues were open as of 22 Mar 2024

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

5.43 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 2021-10 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 2019-05 2019-04 2019-03 2019-02 2018-12 2018-11 2018-10 2018-09 2018-08 2018-07 2018-06 2018-05 2018-04 2018-02 2018-01 2017-12 2017-11 2017-10 2017-09 2017-07 2017-06 2017-05 2017-04 2017-03 2017-02 2017-01 2016-11 2016-10 2016-09 2016-08 2016-07 2016-06 2016-05 2016-04 2016-03 2016-02 2016-01 2015-12 2015-11 2015-10 2015-09 2015-08 2015-07 2015-06 2015-05 2015-04 2015-03 2015-02 2015-01 2014-11 2014-10 2014-09 2014-08 2014-03 2014-02 2014-01 2013-11 2013-10 2013-09 2013-08 2013-07 2013-02 2013-01 2012-12 2012-10 2012-08 2012-07 Number of issues still open Latest1000openissues_plot_2 39 27 60 27 13 21 23 24 10 18 13 18 24 12 24 17 21 13 18 9 26 24 18 18 18 12 24 13 17 24 18 13 17 13 9 4 6 6 7 2 7 13 4 7 3 2 6 3 9 7 6 2 2 4 3 1 5 7 2 6 7 4 3 7 7 7 4 3 4 6 3 4 4 3 2 5 5 6 3 4 5 2 3 2 1 1 1 2 1 3 1 1 1 5 1 1 2 1 1 5 1 2 2 1 3 1 1 1 2 1 2 1 3 2 1 1 3 1 1 1 1 1 15 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 275 days 693 days 988 days 1320 days 2438 days 4254 days
Standard deviation: 977 days

🔗 Open PRs

175 PRs were open as of 22 Mar 2024

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

77.36 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 2022-08 2022-07 2022-06 2022-05 2022-02 2022-01 2021-12 2021-11 2021-10 2021-08 2021-07 2021-05 2021-03 2021-02 2021-01 2020-11 2020-10 2020-08 2020-07 2020-05 2020-04 2020-02 2019-12 2019-11 2019-10 2019-09 2019-08 2019-07 2019-04 2019-03 2019-02 2018-11 2018-10 2018-03 2018-01 2016-07 Number of PRs still open _plot_2 15 2 8 5 7 6 2 12 5 2 6 4 3 2 5 7 4 3 1 3 7 9 3 1 2 4 1 3 2 2 2 1 1 1 1 2 1 3 1 3 1 4 2 3 1 1 2 1 1 1 1 2 1 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
0 days 191 days 467 days 632 days 903 days 1564 days 2819 days
Standard deviation: 586 days

🔗 Issues resolved

10367 issues were closed as of 22 Mar 2024

5.43 times as many closed issues as open issues.

29 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 2022-08 2022-07 2022-06 2022-05 2022-04 2022-03 2022-02 2021-11 2021-09 2021-08 2021-05 2021-01 2020-07 2020-06 2020-05 2020-03 2020-02 2019-12 2019-05 2019-04 2019-03 2019-02 2018-12 2018-06 2018-04 2017-11 2017-10 2017-05 2016-12 2016-10 Number of issues closed Latest1000closedissues_plot_2 38 62 191 79 106 59 137 80 64 80 52 3 5 1 2 1 1 1 1 2 3 2 1 1 2 1 2 1 1 1 2 1 1 1 1 2 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 0 days 7 days 466 days 546 days 1834 days 4117 days
Standard deviation: 853 days

🔗 PRs merged/closed

13538 PRs were merged/closed as of 22 Mar 2024

77.36 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 2023-10 2023-09 2023-08 2023-07 2023-06 2023-05 2023-03 2023-02 2023-01 2022-12 2022-11 2022-10 2022-07 2022-04 2022-02 2021-11 2021-08 2021-05 2021-04 2020-12 2020-10 2020-08 2020-04 2020-01 2017-03 Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 133 126 149 157 160 117 120 8 3 1 1 2 3 2 1 1 2 1 1 1 1 1 2 1 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 31 days 6 days 41 days 2349 days
Standard deviation: 153 days

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