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Pulse snapshot for 03 July 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
13 35 37 1755 254 Jun 03 – Jul 03 2024 ending 12mo back
12 35 34 1767 244 Jul 03 – Aug 03 2024 ending 11mo back
6 27 22 1773 176 Aug 03 – Sep 03 2024 ending 10mo back
21 47 44 1794 115 Sep 03 – Oct 03 2024 ending 9mo back
18 36 50 1812 140 Oct 03 – Nov 03 2024 ending 8mo back
13 36 36 1825 150 Nov 03 – Dec 03 2024 ending 7mo back
13 38 34 1838 138 Dec 03 – Jan 03 2025 ending 6mo back
13 39 33 1851 141 Jan 03 – Feb 03 2025 ending 5mo back
5 24 20 1856 92 Feb 03 – Mar 03 2025 ending 4mo back
14 40 35 1870 162 Mar 03 – Apr 03 2025 ending 3mo back
7 24 29 1877 195 Apr 03 – May 03 2025 ending 2mo back
10 35 28 1887 216 May 03 – Jun 03 2025 ending 1mo back
11 31 35 1898 106 Jun 03 – Jul 03 2025 ending 04:14 UTC
Committerspermonth Produced by GNUPLOT 6.0.3 patchlevel 3 4 6 8 10 12 14 16 18 20 22 0 2 4 6 8 10 12 20 25 30 35 40 45 50 New committers Total committers New committers New committers Total committers Total committers New committers Total committers Months before 03 July 2025 🔗 Committers per month – numpy/numpy

🔗 For the last 13 months:

Cumulative total committers grew by 143 (from 1755 to 1898) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 6.0.3 patchlevel 3 20 25 30 35 40 45 50 0 2 4 6 8 10 12 1740 1760 1780 1800 1820 1840 1860 1880 1900 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 03 July 2025 🔗 Total committers and % new – numpy/numpy Commitspermonth Produced by GNUPLOT 6.0.3 patchlevel 3 80 100 120 140 160 180 200 220 240 260 0 2 4 6 8 10 12 Commitspermonth_plot_1 Commits per month Months before 03 July 2025 🔗 Commits per month – numpy/numpy

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
81 104 +23 115 30 135 -10 Jun 03 – Jul 03 2024 ending 12mo back
95 94 -1 142 15 162 +5 Jul 03 – Aug 03 2024 ending 11mo back
96 79 -17 153 10 156 -7 Aug 03 – Sep 03 2024 ending 10mo back
44 58 +14 80 25 103 -2 Sep 03 – Oct 03 2024 ending 9mo back
48 67 +19 99 14 129 +16 Oct 03 – Nov 03 2024 ending 8mo back
79 80 +1 108 12 121 +1 Nov 03 – Dec 03 2024 ending 7mo back
63 90 +27 110 7 107 -10 Dec 03 – Jan 03 2025 ending 6mo back
73 63 -10 95 12 108 +1 Jan 03 – Feb 03 2025 ending 5mo back
37 61 +24 76 14 96 +6 Feb 03 – Mar 03 2025 ending 4mo back
44 68 +24 131 13 151 +7 Mar 03 – Apr 03 2025 ending 3mo back
53 79 +26 145 11 173 +17 Apr 03 – May 03 2025 ending 2mo back
48 57 +9 141 19 169 +9 May 03 – Jun 03 2025 ending 1mo back
42 61 +19 105 36 129 -12 Jun 03 – Jul 03 2025 ending 04:14 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 6.0.3 patchlevel 3 -20 -15 -10 -5 0 5 10 15 20 25 30 0 2 4 6 8 10 12 -15 -10 -5 0 5 10 15 20 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 03 July 2025 🔗 Increase/decrease in open issues/PRs – numpy/numpy

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 6.0.3 patchlevel 3 30 40 50 60 70 80 90 100 0 2 4 6 8 10 12 55 60 65 70 75 80 85 90 95 100 105 Issues closed Issues opened Issues closed Issues closed Issues opened Issues opened Issues closed Issues opened Months before 03 July 2025 🔗 Issues closed and opened – numpy/numpy PRsmergedclosedandopened Produced by GNUPLOT 6.0.3 patchlevel 3 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 03 July 2025 🔗 PRs merged/closed and opened – numpy/numpy

🔗 Open issues

2089 issues were open as of 03 Jul 2025

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

5.42 times as many closed issues as open issues.

Latest1000openissues Produced by GNUPLOT 6.0.3 patchlevel 3 2025-07 2025-06 2025-05 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 2021-04 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 2018-03 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 2016-07 2016-05 2016-03 2016-02 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 2013-09 2013-08 2013-06 2012-12 2012-10 2012-08 2012-07 Number of issues still open Latest1000openissues_plot_2 1 35 28 66 25 26 21 22 21 25 11 20 16 25 13 12 22 13 28 20 12 16 18 22 12 15 12 15 22 13 18 18 15 11 12 9 18 12 7 6 4 2 10 2 2 9 3 3 3 4 4 1 5 2 2 1 4 8 1 5 2 4 3 3 8 8 4 2 4 5 6 3 2 5 2 3 5 1 3 8 3 7 3 3 4 4 1 1 2 1 3 2 4 3 1 3 3 2 5 3 1 3 2 1 1 4 1 2 1 2 1 1 4 1 1 2 2 1 1 1 3 2 1 1 1 1 9 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 254 days 675 days 1002 days 1301 days 2499 days 4721 days
Standard deviation: 1023 days

🔗 Open PRs

224 PRs were open as of 03 Jul 2025

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

69.42 times as many closed PRs as open PRs.

Produced by GNUPLOT 6.0.3 patchlevel 3 2025-07 2025-06 2025-05 2025-04 2025-03 2025-02 2025-01 2024-12 2024-11 2024-10 2024-09 2024-07 2024-06 2024-05 2024-04 2024-03 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 2020-04 2020-03 2020-02 2019-12 2019-10 2019-09 2019-08 2019-07 2019-03 Number of PRs still open _plot_2 3 23 24 16 12 2 5 1 7 22 4 3 5 3 6 1 4 2 3 3 2 5 5 1 2 1 1 4 1 2 2 1 1 3 5 2 1 3 4 1 4 1 1 3 1 2 1 1 2 2 1 1 1 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 73 days 257 days 544 days 904 days 1407 days 2291 days
Standard deviation: 585 days

🔗 Issues resolved

11313 issues were closed as of 03 Jul 2025

5.42 times as many closed issues as open issues.

28 percent ratio of total closed issues to total commits.

Latest1000closedissues Produced by GNUPLOT 6.0.3 patchlevel 3 2025-07 2025-06 2025-05 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 2022-09 2022-06 2022-04 2022-03 2022-02 2022-01 2021-12 2021-11 2021-10 2020-12 2020-11 2020-10 2020-07 2020-05 2020-04 2019-12 2019-10 2019-09 2019-08 2019-05 2019-04 2019-01 2018-12 2018-04 2017-10 2017-01 2016-05 2014-03 2013-11 Number of issues closed Latest1000closedissues_plot_2 2 36 40 79 48 31 75 65 75 50 46 99 91 79 72 35 4 1 5 5 4 4 5 3 1 1 2 1 2 2 1 1 3 1 3 2 1 2 1 1 2 1 1 1 1 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 0 days 4 days 205 days 40 days 588 days 4558 days
Standard deviation: 618 days

🔗 PRs merged/closed

15551 PRs were merged/closed as of 03 Jul 2025

69.42 times as many closed PRs as open PRs.

Latest1000mergedclosedPRs Produced by GNUPLOT 6.0.3 patchlevel 3 2025-07 2025-06 2025-05 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 2023-08 2023-07 2023-06 2023-05 2023-01 2022-11 2022-05 2022-01 2021-11 2021-03 2020-08 2020-05 2019-04 Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 13 144 170 145 145 82 104 108 4 4 6 8 6 5 1 3 4 6 5 2 4 8 4 5 5 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 34 days 2 days 15 days 2016 days
Standard deviation: 187 days

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