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Pulse snapshot for 22 March 2024

https://github.com/scikit-learn/scikit-learn

JSON snapshot also available

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
24 49 48 2800 162 Feb 22 – Mar 22 2023 ending 12mo back
26 50 52 2826 149 Mar 22 – Apr 22 2023 ending 11mo back
12 31 38 2838 66 Apr 22 – May 22 2023 ending 10mo back
12 36 33 2850 106 May 22 – Jun 22 2023 ending 9mo back
16 51 31 2866 113 Jun 22 – Jul 22 2023 ending 8mo back
23 47 48 2889 98 Jul 22 – Aug 22 2023 ending 7mo back
23 55 41 2912 175 Aug 22 – Sep 22 2023 ending 6mo back
6 34 17 2918 92 Sep 22 – Oct 22 2023 ending 5mo back
16 41 39 2934 103 Oct 22 – Nov 22 2023 ending 4mo back
11 32 34 2945 99 Nov 22 – Dec 22 2023 ending 3mo back
28 48 58 2973 105 Dec 22 – Jan 22 2024 ending 2mo back
20 45 44 2993 151 Jan 22 – Feb 22 2024 ending 1mo back
17 45 37 3010 111 Feb 22 – Mar 22 2024 ending 12:16 UTC
Committerspermonth Produced by GNUPLOT 6.0 patchlevel 0 5 10 15 20 25 30 0 2 4 6 8 10 12 30 35 40 45 50 55 New committers Total committers New committers New committers Total committers Total committers New committers Total committers Months before 22 March 2024 🔗 Committers per month – scikit-learn/scikit-learn

🔗 For the last 13 months:

Cumulative total committers grew by 210 (from 2800 to 3010) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 6.0 patchlevel 0 15 20 25 30 35 40 45 50 55 60 0 2 4 6 8 10 12 2800 2850 2900 2950 3000 3050 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 – scikit-learn/scikit-learn Commitspermonth Produced by GNUPLOT 6.0 patchlevel 0 60 80 100 120 140 160 180 0 2 4 6 8 10 12 Commitspermonth_plot_1 Commits per month Months before 22 March 2024 🔗 Commits per month – scikit-learn/scikit-learn

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
56 62 +6 171 58 200 -29 Feb 22 – Mar 22 2023 ending 12mo back
55 68 +13 148 36 228 +44 Mar 22 – Apr 22 2023 ending 11mo back
48 52 +4 71 21 96 +4 Apr 22 – May 22 2023 ending 10mo back
61 72 +11 114 37 158 +7 May 22 – Jun 22 2023 ending 9mo back
61 67 +6 105 28 125 -8 Jun 22 – Jul 22 2023 ending 8mo back
62 74 +12 101 40 163 +22 Jul 22 – Aug 22 2023 ending 7mo back
64 77 +13 174 44 224 +6 Aug 22 – Sep 22 2023 ending 6mo back
49 60 +11 94 19 109 -4 Sep 22 – Oct 22 2023 ending 5mo back
61 54 -7 108 34 129 -13 Oct 22 – Nov 22 2023 ending 4mo back
41 53 +12 95 10 107 +2 Nov 22 – Dec 22 2023 ending 3mo back
37 39 +2 120 34 169 +15 Dec 22 – Jan 22 2024 ending 2mo back
68 73 +5 159 43 199 -3 Jan 22 – Feb 22 2024 ending 1mo back
61 52 -9 108 96 107 -97 Feb 22 – Mar 22 2024 ending 12:16 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 6.0 patchlevel 0 -10 -5 0 5 10 15 0 2 4 6 8 10 12 -100 -80 -60 -40 -20 0 20 40 60 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 – scikit-learn/scikit-learn

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 6.0 patchlevel 0 35 40 45 50 55 60 65 70 0 2 4 6 8 10 12 35 40 45 50 55 60 65 70 75 80 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 – scikit-learn/scikit-learn PRsmergedclosedandopened Produced by GNUPLOT 6.0 patchlevel 0 80 100 120 140 160 180 200 220 240 0 2 4 6 8 10 12 80 100 120 140 160 180 200 220 240 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 – scikit-learn/scikit-learn

🔗 Open issues

1633 issues were open as of 22 Mar 2024

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

5.59 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 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 2017-11 2017-10 2017-09 2017-08 2017-07 2017-06 2017-04 2017-03 2017-02 2017-01 2016-12 2016-11 2016-10 2016-09 2016-08 2016-07 2016-06 2016-05 2016-04 2016-02 2016-01 2015-11 2015-10 2015-09 2015-07 2015-05 2015-04 2015-03 2015-02 2015-01 2014-12 2014-11 2014-07 2014-01 2013-12 2013-11 2013-07 2013-06 2013-05 2012-11 2012-09 2012-01 2011-12 2011-11 2011-10 Number of issues still open Latest1000openissues_plot_2 19 33 33 22 28 26 16 22 17 18 12 20 20 16 10 12 12 16 12 13 14 19 12 17 20 23 11 11 15 21 13 10 7 7 6 12 8 4 6 4 7 2 7 2 6 6 5 4 10 11 13 14 14 12 10 19 16 13 17 10 12 16 8 7 19 8 14 10 4 2 2 2 2 2 1 3 1 4 1 3 2 2 4 2 2 1 1 5 1 2 2 2 1 2 3 2 2 1 1 3 1 1 1 2 1 1 4 1 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
0 days 331 days 838 days 1064 days 1715 days 2061 days 4539 days
Standard deviation: 875 days

🔗 Open PRs

542 PRs were open as of 22 Mar 2024

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

30.18 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 2022-04 2022-03 2022-02 2022-01 2021-12 2021-11 2021-10 2021-07 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 2018-08 2018-07 2018-06 2018-05 2018-03 2018-02 2017-09 2017-07 2017-06 2017-03 2017-02 2017-01 2016-12 2016-11 2016-10 2016-09 2016-08 2016-07 2016-06 2016-05 2016-03 2016-02 2016-01 2015-12 2015-11 2015-10 2015-09 2015-08 2015-07 2015-06 2015-05 Number of PRs still open _plot_2 29 31 28 28 33 4 6 10 6 11 9 11 10 9 8 6 5 5 4 5 4 8 2 5 5 6 3 13 6 2 2 3 8 8 4 9 4 6 2 5 4 11 8 3 5 4 6 3 6 7 2 5 3 4 1 2 1 2 5 4 2 2 4 1 8 6 5 3 1 2 2 5 5 4 2 3 3 1 2 2 2 2 2 5 3 3 3 1 3 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 132 days 683 days 955 days 1540 days 2467 days 3237 days
Standard deviation: 906 days

🔗 Issues resolved

9124 issues were closed as of 22 Mar 2024

5.59 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 2022-09 2022-08 2022-06 2022-04 2022-03 2022-02 2021-12 2021-11 2021-07 2021-06 2021-05 2021-04 2020-11 2020-09 2020-08 2020-06 2020-05 2020-04 2020-03 2019-09 2019-08 2019-07 2019-05 2019-04 2019-03 2019-01 2018-10 2018-06 2017-12 2017-11 2017-10 2016-10 2015-08 2015-01 2014-06 2013-02 Number of issues closed Latest1000closedissues_plot_2 22 75 79 38 54 55 51 64 66 59 51 50 54 60 57 2 2 4 1 3 3 2 4 1 2 1 1 2 1 1 2 1 3 3 2 1 1 3 1 1 1 1 1 1 1 1 3 2 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 211 days 75 days 717 days 4104 days
Standard deviation: 543 days

🔗 PRs merged/closed

16360 PRs were merged/closed as of 22 Mar 2024

30.18 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 2023-04 2023-03 2023-01 2022-06 2021-04 2021-01 2020-09 2020-08 2020-06 2020-05 2019-12 2019-09 2019-03 Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 127 228 202 74 140 106 57 3 8 6 5 21 5 1 1 1 1 2 1 3 5 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 2 days 143 days 27 days 162 days 3596 days
Standard deviation: 526 days

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