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Pulse snapshot for 26 August 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
27 51 52 2894 112 Jul 26 – Aug 26 2023 ending 12mo back
18 50 36 2912 166 Aug 26 – Sep 26 2023 ending 11mo back
9 38 23 2921 90 Sep 26 – Oct 26 2023 ending 10mo back
15 42 35 2936 108 Oct 26 – Nov 26 2023 ending 9mo back
10 28 35 2946 85 Nov 26 – Dec 26 2023 ending 8mo back
34 55 61 2980 129 Dec 26 – Jan 26 2024 ending 7mo back
13 41 31 2993 145 Jan 26 – Feb 26 2024 ending 6mo back
19 46 41 3012 99 Feb 26 – Mar 26 2024 ending 5mo back
15 39 38 3027 108 Mar 26 – Apr 26 2024 ending 4mo back
11 34 32 3038 98 Apr 26 – May 26 2024 ending 3mo back
12 36 33 3050 105 May 26 – Jun 26 2024 ending 2mo back
13 37 35 3063 115 Jun 26 – Jul 26 2024 ending 1mo back
14 28 50 3077 54 Jul 26 – Aug 26 2024 ending 07:37 UTC
Committerspermonth Produced by GNUPLOT 6.0 patchlevel 1 5 10 15 20 25 30 35 0 2 4 6 8 10 12 25 30 35 40 45 50 55 New committers Total committers New committers New committers Total committers Total committers New committers Total committers Months before 26 August 2024 🔗 Committers per month – scikit-learn/scikit-learn

🔗 For the last 13 months:

Cumulative total committers grew by 183 (from 2894 to 3077) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 6.0 patchlevel 1 20 25 30 35 40 45 50 55 60 65 0 2 4 6 8 10 12 2880 2900 2920 2940 2960 2980 3000 3020 3040 3060 3080 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 26 August 2024 🔗 Total committers and % new – scikit-learn/scikit-learn Commitspermonth Produced by GNUPLOT 6.0 patchlevel 1 40 60 80 100 120 140 160 180 0 2 4 6 8 10 12 Commitspermonth_plot_1 Commits per month Months before 26 August 2024 🔗 Commits per month – scikit-learn/scikit-learn

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
67 73 +6 111 44 183 +28 Jul 26 – Aug 26 2023 ending 12mo back
55 76 +21 169 40 200 -9 Aug 26 – Sep 26 2023 ending 11mo back
51 63 +12 91 20 120 +9 Sep 26 – Oct 26 2023 ending 10mo back
58 48 -10 107 31 121 -17 Oct 26 – Nov 26 2023 ending 9mo back
44 52 +8 85 10 103 +8 Nov 26 – Dec 26 2023 ending 8mo back
42 49 +7 151 40 206 +15 Dec 26 – Jan 26 2024 ending 7mo back
64 70 +6 148 41 172 -17 Jan 26 – Feb 26 2024 ending 6mo back
62 48 -14 97 93 101 -89 Feb 26 – Mar 26 2024 ending 5mo back
118 57 -61 115 64 130 -49 Mar 26 – Apr 26 2024 ending 4mo back
83 76 -7 99 15 119 +5 Apr 26 – May 26 2024 ending 3mo back
64 63 -1 108 26 162 +28 May 26 – Jun 26 2024 ending 2mo back
78 80 +2 115 19 128 -6 Jun 26 – Jul 26 2024 ending 1mo back
54 49 -5 53 27 94 +14 Jul 26 – Aug 26 2024 ending 07:37 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 -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 26 August 2024 🔗 Increase/decrease in open issues/PRs – scikit-learn/scikit-learn

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 6.0 patchlevel 1 40 50 60 70 80 90 100 110 120 0 2 4 6 8 10 12 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 26 August 2024 🔗 Issues closed and opened – scikit-learn/scikit-learn PRsmergedclosedandopened Produced by GNUPLOT 6.0 patchlevel 1 80 100 120 140 160 180 200 220 0 2 4 6 8 10 12 80 100 120 140 160 180 200 220 PRs merged+closed PRs opened PRs merged+closed PRs merged+closed PRs opened PRs opened PRs merged+closed PRs opened Months before 26 August 2024 🔗 PRs merged/closed and opened – scikit-learn/scikit-learn

🔗 Open issues

1562 issues were open as of 26 Aug 2024

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

6.10 times as many closed issues as open issues.

Latest1000openissues Produced by GNUPLOT 6.0 patchlevel 1 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 2017-04 2017-03 2017-02 2017-01 2016-12 2016-11 2016-10 2016-09 2016-07 2016-06 2016-05 2016-04 2016-02 2016-01 2015-11 2015-10 2015-07 2015-06 2015-05 2015-04 2015-03 2014-12 2011-12 2011-11 2011-10 Number of issues still open Latest1000openissues_plot_2 23 24 25 47 19 13 21 12 7 13 11 12 18 16 19 12 21 21 16 11 10 12 12 11 13 14 19 12 17 19 24 10 11 16 20 11 12 7 5 8 14 7 6 1 5 4 8 2 8 1 5 6 4 6 10 11 12 14 13 11 9 19 17 12 17 9 11 16 7 7 19 3 5 4 4 1 1 2 1 3 2 3 2 3 1 4 2 2 4 1 1 1 2 5 3 1 1 1 2 4 2 3 1 1 2 1 2 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 398 days 909 days 1084 days 1772 days 2130 days 4696 days
Standard deviation: 835 days

🔗 Open PRs

536 PRs were open as of 26 Aug 2024

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

31.74 times as many closed PRs as open PRs.

Produced by GNUPLOT 6.0 patchlevel 1 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 2017-12 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 44 33 27 24 11 9 10 6 11 14 5 7 9 5 9 8 10 11 8 8 5 4 4 4 6 4 7 2 4 4 6 4 13 6 5 1 4 2 5 4 6 9 3 6 2 5 3 10 5 3 5 4 6 4 6 7 2 4 4 4 2 3 1 2 3 4 2 2 4 1 8 6 5 2 1 1 2 2 3 4 1 2 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 142 days 596 days 884 days 1505 days 2131 days 3513 days
Standard deviation: 825 days

🔗 Issues resolved

9527 issues were closed as of 26 Aug 2024

6.10 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 2024-08 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 2023-01 2022-12 2022-10 2022-09 2022-07 2022-06 2022-05 2022-04 2022-03 2022-02 2022-01 2021-12 2021-07 2021-06 2021-04 2021-02 2020-11 2020-09 2020-08 2020-07 2020-06 2020-05 2020-04 2020-03 2020-01 2019-09 2019-08 2019-04 2018-10 2018-08 2017-11 2017-10 2016-10 2016-08 2015-08 2014-10 2014-06 2014-03 2013-02 Number of issues closed Latest1000closedissues_plot_2 31 101 65 88 116 62 64 47 38 51 56 51 65 67 31 3 2 2 1 4 1 1 4 1 2 5 1 1 1 1 1 2 1 3 2 2 1 3 2 1 2 1 1 1 2 1 1 2 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 1 days 9 days 466 days 200 days 1918 days 4477 days
Standard deviation: 1016 days

🔗 PRs merged/closed

17015 PRs were merged/closed as of 26 Aug 2024

31.74 times as many closed PRs as open PRs.

Latest1000mergedclosedPRs Produced by GNUPLOT 6.0 patchlevel 1 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 2022-09 2022-06 2021-04 2021-03 2020-09 2020-08 Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 48 166 121 121 175 182 156 6 3 2 3 2 3 4 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 3 days 307 days 37 days 1356 days 3596 days
Standard deviation: 783 days

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