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Pulse snapshot for 10 February 2023

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
22 51 43 1395 343 Jan 10 – Feb 10 2022 ending 12mo back
7 31 22 1402 190 Feb 10 – Mar 10 2022 ending 11mo back
12 27 44 1414 219 Mar 10 – Apr 10 2022 ending 10mo back
13 32 40 1427 184 Apr 10 – May 10 2022 ending 9mo back
18 48 37 1445 355 May 10 – Jun 10 2022 ending 8mo back
25 56 44 1470 408 Jun 10 – Jul 10 2022 ending 7mo back
13 33 39 1483 140 Jul 10 – Aug 10 2022 ending 6mo back
13 33 39 1496 139 Aug 10 – Sep 10 2022 ending 5mo back
24 45 53 1520 179 Sep 10 – Oct 10 2022 ending 4mo back
14 34 41 1534 236 Oct 10 – Nov 10 2022 ending 3mo back
11 34 32 1545 291 Nov 10 – Dec 10 2022 ending 2mo back
14 34 41 1559 222 Dec 10 – Jan 10 2023 ending 1mo back
9 34 26 1568 301 Jan 10 – Feb 10 2023 ending 10:46 UTC
Committerspermonth Produced by GNUPLOT 5.4 patchlevel 5 6 8 10 12 14 16 18 20 22 24 26 0 2 4 6 8 10 12 25 30 35 40 45 50 55 60 New committers Total committers Months before 10 February 2023 New committers Total committers New committers New committers Total committers Total committers 🔗 Committers per month – numpy/numpy

🔗 For the last 13 months:

Cumulative total committers grew by 173 (from 1395 to 1568) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 5.4 patchlevel 5 20 25 30 35 40 45 50 55 0 2 4 6 8 10 12 1380 1400 1420 1440 1460 1480 1500 1520 1540 1560 1580 New commiters percentage Cumulative total committers Months before 10 February 2023 New commiters percentage Cumulative total committers New commiters percentage New commiters percentage Cumulative total committers Cumulative total committers 🔗 Total committers and % new – numpy/numpy Commitspermonth Produced by GNUPLOT 5.4 patchlevel 5 100 150 200 250 300 350 400 450 0 2 4 6 8 10 12 Commits per month Months before 10 February 2023 Commitspermonth_plot_1 🔗 Commits per month – numpy/numpy

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
75 87 +12 137 23 159 -1 Jan 10 – Feb 10 2022 ending 12mo back
102 60 -42 79 13 85 -7 Feb 10 – Mar 10 2022 ending 11mo back
60 77 +17 56 37 67 -26 Mar 10 – Apr 10 2022 ending 10mo back
65 82 +17 70 14 87 +3 Apr 10 – May 10 2022 ending 9mo back
145 98 -47 139 27 142 -24 May 10 – Jun 10 2022 ending 8mo back
102 92 -10 111 37 140 -8 Jun 10 – Jul 10 2022 ending 7mo back
45 67 +22 54 10 75 +11 Jul 10 – Aug 10 2022 ending 6mo back
63 59 -4 72 11 77 -6 Aug 10 – Sep 10 2022 ending 5mo back
46 70 +24 84 20 110 +6 Sep 10 – Oct 10 2022 ending 4mo back
77 58 -19 67 20 88 +1 Oct 10 – Nov 10 2022 ending 3mo back
145 74 -71 118 29 128 -19 Nov 10 – Dec 10 2022 ending 2mo back
81 86 +5 112 13 135 +10 Dec 10 – Jan 10 2023 ending 1mo back
72 87 +15 86 25 113 +2 Jan 10 – Feb 10 2023 ending 10:46 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 5.4 patchlevel 5 -80 -70 -60 -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 Months before 10 February 2023 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/PRs – numpy/numpy

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 5.4 patchlevel 5 40 60 80 100 120 140 160 0 2 4 6 8 10 12 55 60 65 70 75 80 85 90 95 100 Issues closed Issues opened Months before 10 February 2023 Issues closed Issues opened Issues closed Issues closed Issues opened Issues opened 🔗 Issues closed and opened – numpy/numpy PRsmergedclosedandopened Produced by GNUPLOT 5.4 patchlevel 5 60 80 100 120 140 160 180 0 2 4 6 8 10 12 60 70 80 90 100 110 120 130 140 150 160 PRs merged+closed PRs opened Months before 10 February 2023 PRs merged+closed PRs opened PRs merged+closed PRs merged+closed PRs opened PRs opened 🔗 PRs merged/closed and opened – numpy/numpy

🔗 Open issues

1970 issues were open as of 10 Feb 2023

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

4.70 times as many closed issues as open issues.

Latest1000openissues Produced by GNUPLOT 5.4 patchlevel 5 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 2019-01 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 2016-11 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 2014-04 2014-03 2014-02 2014-01 2013-11 2013-10 2013-09 2013-08 2013-06 2013-02 2013-01 2012-12 2012-10 2012-08 2012-07 Month created Number of issues still open Latest1000openissues_plot_2 14 44 39 52 16 21 12 31 29 24 20 20 19 26 19 22 28 22 17 18 20 26 12 22 28 16 18 22 16 11 12 4 6 11 7 13 4 7 3 3 7 3 5 4 9 5 6 7 6 2 4 9 9 5 3 7 3 4 3 1 6 6 4 3 5 5 1 8 1 4 5 3 3 3 2 2 1 3 1 4 2 1 2 3 3 1 2 1 3 6 2 1 1 2 2 1 3 2 1 1 2 1 1 3 1 1 1 2 1 1 1 1 1 15 1 1 Number of issues still open Number of issues still open Latest1000openissues_plot_2 Latest 1000 open issues

🔗 Age statistics for latest 1000 open issues
Newest 1st Qu Median Mean 3rd Qu 𝜂90th Oldest
0 days 246 days 605 days 864 days 1147 days 2112 days 3848 days
Standard deviation: 862 days

🔗 Open PRs

209 PRs were open as of 10 Feb 2023

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

55.76 times as many closed PRs as open PRs.

Produced by GNUPLOT 5.4 patchlevel 5 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 2021-08 2021-07 2021-06 2021-05 2021-03 2021-02 2021-01 2020-12 2020-11 2020-10 2020-08 2020-07 2020-06 2020-05 2020-04 2020-03 2020-02 2019-12 2019-11 2019-10 2019-09 2019-08 2019-07 2019-04 2019-03 2019-02 2018-11 2018-10 2018-09 2018-05 2018-03 2017-08 2017-07 2017-05 2017-04 2017-01 2016-07 Month created Number of PRs still open _plot_2 14 18 7 9 5 6 3 10 19 13 6 2 4 8 2 2 4 7 2 1 4 2 3 2 2 2 4 4 3 2 1 3 2 1 4 3 3 3 1 1 1 1 1 1 2 1 1 3 1 1 1 1 1 1 Number of PRs still open Number of PRs still open _plot_2

🔗 Age statistics for all open PRs
Newest 1st Qu Median Mean 3rd Qu 𝜂90th Oldest
0 days 125 days 287 days 519 days 811 days 1232 days 2413 days
Standard deviation: 530 days

🔗 Issues resolved

9255 issues were closed as of 10 Feb 2023

4.70 times as many closed issues as open issues.

29 percent ratio of total closed issues to total commits.

Latest1000closedissues Produced by GNUPLOT 5.4 patchlevel 5 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 2021-08 2021-06 2021-04 2021-03 2021-02 2021-01 2020-10 2020-08 2020-06 2020-05 2020-04 2020-03 2020-01 2019-11 2019-08 2019-07 2019-06 2019-05 2019-02 2018-06 2017-08 2016-12 2016-01 2015-01 2014-02 Month created Number of issues closed Latest1000closedissues_plot_2 14 78 113 133 66 56 45 54 113 136 54 55 36 5 2 5 4 1 1 1 1 2 2 1 1 1 2 2 1 1 2 1 1 1 1 1 1 2 1 1 1 1 Number of issues closed Number of issues closed Latest1000closedissues_plot_2 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 10 days 509 days 581 days 1921 days 3701 days
Standard deviation: 920 days

🔗 PRs merged/closed

11654 PRs were merged/closed as of 10 Feb 2023

55.76 times as many closed PRs as open PRs.

Latest1000mergedclosedPRs Produced by GNUPLOT 5.4 patchlevel 5 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 2021-07 2021-05 2021-04 2021-03 2021-02 2021-01 2020-12 2020-11 2020-10 2020-07 2020-06 2020-05 2020-02 2020-01 2019-10 2019-08 2019-05 2019-04 2018-12 2015-01 2013-06 Month created Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 22 139 134 124 93 95 66 87 115 19 4 7 17 2 4 10 5 2 1 8 4 2 3 5 9 1 1 1 2 2 5 1 1 1 2 2 1 1 2 Number of PRs merged/closed Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 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 60 days 4 days 49 days 2431 days
Standard deviation: 250 days

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