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Pulse snapshot for 19 December 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
13 35 37 2944 105 Nov 19 – Dec 19 2023 ending 12mo back
26 44 59 2970 96 Dec 19 – Jan 19 2024 ending 11mo back
20 45 44 2990 136 Jan 19 – Feb 19 2024 ending 10mo back
16 46 34 3006 130 Feb 19 – Mar 19 2024 ending 9mo back
17 37 45 3023 105 Mar 19 – Apr 19 2024 ending 8mo back
10 34 29 3033 91 Apr 19 – May 19 2024 ending 7mo back
16 39 41 3049 114 May 19 – Jun 19 2024 ending 6mo back
10 32 31 3059 99 Jun 19 – Jul 19 2024 ending 5mo back
16 37 43 3075 80 Jul 19 – Aug 19 2024 ending 4mo back
18 36 50 3093 102 Aug 19 – Sep 19 2024 ending 3mo back
21 48 43 3114 118 Sep 19 – Oct 19 2024 ending 2mo back
18 41 43 3132 96 Oct 19 – Nov 19 2024 ending 1mo back
11 31 35 3143 91 Nov 19 – Dec 19 2024 ending 05:58 UTC
Committerspermonth Produced by GNUPLOT 6.0 patchlevel 1 10 12 14 16 18 20 22 24 26 0 2 4 6 8 10 12 30 32 34 36 38 40 42 44 46 48 New committers Total committers New committers New committers Total committers Total committers New committers Total committers Months before 19 December 2024 🔗 Committers per month – scikit-learn/scikit-learn

🔗 For the last 13 months:

Cumulative total committers grew by 199 (from 2944 to 3143) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 6.0 patchlevel 1 25 30 35 40 45 50 55 60 0 2 4 6 8 10 12 2940 2960 2980 3000 3020 3040 3060 3080 3100 3120 3140 3160 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 19 December 2024 🔗 Total committers and % new – scikit-learn/scikit-learn Commitspermonth Produced by GNUPLOT 6.0 patchlevel 1 80 90 100 110 120 130 140 0 2 4 6 8 10 12 Commitspermonth_plot_1 Commits per month Months before 19 December 2024 🔗 Commits per month – scikit-learn/scikit-learn

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
42 50 +8 107 10 116 -1 Nov 19 – Dec 19 2023 ending 12mo back
39 44 +5 101 30 146 +15 Dec 19 – Jan 19 2024 ending 11mo back
61 67 +6 153 36 198 +9 Jan 19 – Feb 19 2024 ending 10mo back
62 54 -8 131 103 133 -101 Feb 19 – Mar 19 2024 ending 9mo back
116 54 -62 106 61 127 -40 Mar 19 – Apr 19 2024 ending 8mo back
86 71 -15 94 21 104 -11 Apr 19 – May 19 2024 ending 7mo back
59 67 +8 121 25 174 +28 May 19 – Jun 19 2024 ending 6mo back
85 78 -7 99 16 131 +16 Jun 19 – Jul 19 2024 ending 5mo back
48 64 +16 81 28 91 -18 Jul 19 – Aug 19 2024 ending 4mo back
74 48 -26 103 28 149 +18 Aug 19 – Sep 19 2024 ending 3mo back
63 53 -10 117 41 152 -6 Sep 19 – Oct 19 2024 ending 2mo back
69 61 -8 100 30 120 -10 Oct 19 – Nov 19 2024 ending 1mo back
39 61 +22 89 18 131 +24 Nov 19 – Dec 19 2024 ending 05:58 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 6.0 patchlevel 1 -70 -60 -50 -40 -30 -20 -10 0 10 20 30 0 2 4 6 8 10 12 -120 -100 -80 -60 -40 -20 0 20 40 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 19 December 2024 🔗 Increase/decrease in open issues/PRs – scikit-learn/scikit-learn

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 6.0 patchlevel 1 30 40 50 60 70 80 90 100 110 120 0 2 4 6 8 10 12 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 19 December 2024 🔗 Issues closed and opened – scikit-learn/scikit-learn PRsmergedclosedandopened Produced by GNUPLOT 6.0 patchlevel 1 100 120 140 160 180 200 220 240 0 2 4 6 8 10 12 80 100 120 140 160 180 200 PRs merged+closed PRs opened PRs merged+closed PRs merged+closed PRs opened PRs opened PRs merged+closed PRs opened Months before 19 December 2024 🔗 PRs merged/closed and opened – scikit-learn/scikit-learn

🔗 Open issues

1555 issues were open as of 19 Dec 2024

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

6.27 times as many closed issues as open issues.

Latest1000openissues Produced by GNUPLOT 6.0 patchlevel 1 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 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 2017-05 2017-04 2017-03 2017-02 2017-01 2016-12 2016-10 2016-09 2016-07 2016-06 2016-05 2016-04 2016-02 2016-01 2015-11 2015-10 2015-09 2015-07 2015-06 2015-05 2015-03 2015-01 2014-12 2014-04 2013-05 2011-12 2011-11 2011-10 Number of issues still open Latest1000openissues_plot_2 23 23 30 21 31 18 9 18 7 13 19 12 8 11 10 13 20 11 17 12 20 18 16 10 10 11 13 9 13 14 17 12 16 19 22 10 11 15 20 12 10 7 5 8 14 8 6 2 6 7 9 2 8 1 5 6 4 6 12 12 13 13 12 11 9 18 17 11 15 9 10 9 3 2 8 2 5 3 3 2 1 2 1 3 4 3 1 3 1 2 1 2 2 4 1 1 2 5 4 1 2 1 2 5 2 3 1 1 1 2 2 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 432 days 977 days 1132 days 1809 days 2190 days 4811 days
Standard deviation: 871 days

🔗 Open PRs

548 PRs were open as of 19 Dec 2024

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

31.99 times as many closed PRs as open PRs.

Produced by GNUPLOT 6.0 patchlevel 1 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 2021-07 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 2016-03 2015-01 Number of PRs still open _plot_2 30 22 40 26 25 12 12 9 8 8 8 6 8 14 4 4 8 4 9 6 9 10 8 7 6 4 4 4 5 4 6 2 4 5 6 3 12 6 5 1 3 1 5 3 6 9 3 6 1 5 3 9 5 3 5 4 6 3 5 5 2 3 4 4 2 2 1 2 3 4 2 2 4 1 7 5 5 2 1 2 2 4 4 1 1 3 3 1 2 2 2 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 129 days 630 days 900 days 1535 days 2189 days 3628 days
Standard deviation: 852 days

🔗 Issues resolved

9751 issues were closed as of 19 Dec 2024

6.27 times as many closed issues as open issues.

30 percent ratio of total closed issues to total commits.

Latest1000closedissues Produced by GNUPLOT 6.0 patchlevel 1 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 2023-08 2023-07 2023-06 2023-05 2023-03 2023-01 2022-12 2022-10 2022-09 2022-08 2022-07 2022-06 2022-05 2022-04 2022-03 2022-02 2022-01 2021-12 2021-10 2021-09 2021-07 2021-06 2021-04 2021-02 2020-11 2020-09 2020-08 2020-07 2020-06 2020-05 2020-03 2020-01 2019-08 2019-04 2018-08 2017-11 2017-10 2016-10 2016-08 2015-08 2014-10 2014-06 2014-03 2013-01 Number of issues closed Latest1000closedissues_plot_2 22 46 94 65 61 77 54 88 115 63 64 48 37 54 42 2 2 2 3 1 1 1 2 1 2 1 4 2 1 5 1 1 2 1 1 1 1 1 2 3 2 1 2 1 2 2 1 1 2 1 2 1 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 1 days 11 days 512 days 265 days 2149 days 4477 days
Standard deviation: 1042 days

🔗 PRs merged/closed

17528 PRs were merged/closed as of 19 Dec 2024

31.99 times as many closed PRs as open PRs.

Latest1000mergedclosedPRs Produced by GNUPLOT 6.0 patchlevel 1 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 2023-10 2023-08 2023-07 2023-06 2022-09 2022-06 2021-03 2020-08 2014-07 Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 59 131 183 130 89 138 120 117 12 2 3 1 4 2 1 2 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 2 days 74 days 14 days 82 days 3239 days
Standard deviation: 313 days

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