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Pulse snapshot for 18 April 2025

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 1727 159 Mar 18 – Apr 18 2024 ending 12mo back
10 36 27 1737 132 Apr 18 – May 18 2024 ending 11mo back
10 34 29 1747 247 May 18 – Jun 18 2024 ending 10mo back
13 36 36 1760 197 Jun 18 – Jul 18 2024 ending 9mo back
10 31 32 1770 245 Jul 18 – Aug 18 2024 ending 8mo back
14 37 37 1784 142 Aug 18 – Sep 18 2024 ending 7mo back
17 41 41 1801 121 Sep 18 – Oct 18 2024 ending 6mo back
14 34 41 1815 151 Oct 18 – Nov 18 2024 ending 5mo back
18 41 43 1833 158 Nov 18 – Dec 18 2024 ending 4mo back
14 34 41 1847 127 Dec 18 – Jan 18 2025 ending 3mo back
11 30 36 1858 115 Jan 18 – Feb 18 2025 ending 2mo back
14 42 33 1872 145 Feb 18 – Mar 18 2025 ending 1mo back
5 22 22 1877 124 Mar 18 – Apr 18 2025 ending 11:40 UTC
Committerspermonth Produced by GNUPLOT 6.0 patchlevel 2 4 6 8 10 12 14 16 18 0 2 4 6 8 10 12 20 25 30 35 40 45 New committers Total committers New committers New committers Total committers Total committers New committers Total committers Months before 18 April 2025 🔗 Committers per month – numpy/numpy

🔗 For the last 13 months:

Cumulative total committers grew by 150 (from 1727 to 1877) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 6.0 patchlevel 2 20 25 30 35 40 45 0 2 4 6 8 10 12 1720 1740 1760 1780 1800 1820 1840 1860 1880 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 – numpy/numpy Commitspermonth Produced by GNUPLOT 6.0 patchlevel 2 100 120 140 160 180 200 220 240 260 0 2 4 6 8 10 12 Commitspermonth_plot_1 Commits per month Months before 18 April 2025 🔗 Commits per month – numpy/numpy

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
69 85 +16 113 26 154 +15 Mar 18 – Apr 18 2024 ending 12mo back
50 57 +7 94 12 109 +3 Apr 18 – May 18 2024 ending 11mo back
93 94 +1 138 28 180 +14 May 18 – Jun 18 2024 ending 10mo back
76 95 +19 106 26 138 +6 Jun 18 – Jul 18 2024 ending 9mo back
120 89 -31 160 11 163 -8 Jul 18 – Aug 18 2024 ending 8mo back
51 71 +20 108 23 117 -14 Aug 18 – Sep 18 2024 ending 7mo back
37 55 +18 98 12 114 +4 Sep 18 – Oct 18 2024 ending 6mo back
66 77 +11 93 16 120 +11 Oct 18 – Nov 18 2024 ending 5mo back
84 100 +16 141 10 141 -10 Nov 18 – Dec 18 2024 ending 4mo back
62 62 0 74 12 87 +1 Dec 18 – Jan 18 2025 ending 3mo back
49 58 +9 95 11 112 +6 Jan 18 – Feb 18 2025 ending 2mo back
48 70 +22 119 15 133 -1 Feb 18 – Mar 18 2025 ending 1mo back
33 68 +35 100 10 142 +32 Mar 18 – Apr 18 2025 ending 11:40 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 6.0 patchlevel 2 -40 -30 -20 -10 0 10 20 30 40 0 2 4 6 8 10 12 -15 -10 -5 0 5 10 15 20 25 30 35 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 – numpy/numpy

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 6.0 patchlevel 2 30 40 50 60 70 80 90 100 110 120 0 2 4 6 8 10 12 55 60 65 70 75 80 85 90 95 100 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 – numpy/numpy PRsmergedclosedandopened Produced by GNUPLOT 6.0 patchlevel 2 80 90 100 110 120 130 140 150 160 170 180 0 2 4 6 8 10 12 80 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 18 April 2025 🔗 PRs merged/closed and opened – numpy/numpy

🔗 Open issues

2055 issues were open as of 18 Apr 2025

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

5.44 times as many closed issues as open issues.

Latest1000openissues 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 2022-12 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 2021-03 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 2018-03 2018-02 2018-01 2017-12 2017-11 2017-10 2017-09 2017-08 2017-07 2017-06 2017-05 2017-04 2017-03 2017-02 2017-01 2016-09 2016-07 2016-05 2016-03 2016-02 2015-12 2015-11 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 2013-10 2013-09 2013-08 2013-06 2012-12 2012-10 2012-08 2012-07 Number of issues still open Latest1000openissues_plot_2 34 25 56 28 24 21 28 11 22 19 24 13 11 23 12 27 19 12 19 18 22 12 15 12 15 24 13 17 18 15 11 12 9 21 22 17 9 5 6 11 2 2 10 6 4 3 3 5 5 3 3 1 4 8 1 5 3 3 4 3 8 8 6 2 3 4 5 2 3 5 2 4 4 1 3 9 5 7 4 4 4 4 1 1 3 1 2 2 4 3 1 4 3 2 5 2 1 3 1 2 1 1 5 1 1 2 1 2 1 1 4 1 1 2 2 1 1 1 3 2 1 1 1 1 1 11 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 264 days 697 days 1011 days 1323 days 2496 days 4646 days
Standard deviation: 1024 days

🔗 Open PRs

232 PRs were open as of 18 Apr 2025

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

65.37 times as many closed PRs as open PRs.

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 2024-01 2023-12 2023-11 2023-10 2023-09 2023-08 2023-07 2023-06 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 2020-07 2020-05 2020-04 2020-03 2020-02 2019-12 2019-11 2019-10 2019-09 2019-08 2019-07 2019-03 Number of PRs still open _plot_2 34 13 3 10 1 4 17 15 2 10 9 3 6 4 2 7 3 2 6 5 2 3 1 2 4 3 2 2 1 2 3 5 3 2 3 4 1 3 1 1 3 1 2 1 1 2 3 1 3 1 1 2 1 2 1 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 100 days 311 days 568 days 921 days 1492 days 2215 days
Standard deviation: 582 days

🔗 Issues resolved

11186 issues were closed as of 18 Apr 2025

5.44 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 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 2023-06 2023-05 2023-04 2023-03 2023-02 2022-11 2022-07 2022-06 2022-04 2022-03 2022-02 2022-01 2021-12 2021-11 2021-10 2021-05 2021-04 2020-12 2020-11 2020-07 2020-05 2020-04 2019-12 2019-10 2019-09 2019-04 2019-01 2018-04 2018-03 2017-10 2017-01 2016-05 2014-03 2013-11 Number of issues closed Latest1000closedissues_plot_2 15 41 35 94 64 75 50 46 99 91 79 72 56 75 27 6 5 6 5 7 5 2 1 1 2 2 1 1 1 3 1 3 2 1 3 1 1 1 1 2 1 1 1 2 2 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 3 days 210 days 44 days 588 days 4441 days
Standard deviation: 621 days

🔗 PRs merged/closed

15165 PRs were merged/closed as of 18 Apr 2025

65.37 times as many closed PRs as open PRs.

Latest1000mergedclosedPRs 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 2023-12 2023-11 2023-09 2023-08 2023-06 2023-05 2023-01 2022-12 2022-11 2021-11 2021-03 2020-11 2020-08 2020-05 2019-04 2014-07 2014-06 Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 75 151 82 104 123 117 112 113 86 7 3 1 2 2 4 1 1 2 3 1 1 1 1 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 35 days 2 days 19 days 2162 days
Standard deviation: 200 days

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