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Pulse snapshot for 10 February 2023

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
37 61 60 2406 565 Jan 10 – Feb 10 2022 ending 12mo back
35 57 61 2441 580 Feb 10 – Mar 10 2022 ending 11mo back
52 83 62 2493 890 Mar 10 – Apr 10 2022 ending 10mo back
23 54 42 2516 548 Apr 10 – May 10 2022 ending 9mo back
31 51 60 2547 548 May 10 – Jun 10 2022 ending 8mo back
44 68 64 2591 664 Jun 10 – Jul 10 2022 ending 7mo back
35 60 58 2626 550 Jul 10 – Aug 10 2022 ending 6mo back
34 60 56 2660 645 Aug 10 – Sep 10 2022 ending 5mo back
21 51 41 2681 440 Sep 10 – Oct 10 2022 ending 4mo back
17 43 39 2698 485 Oct 10 – Nov 10 2022 ending 3mo back
24 48 50 2722 628 Nov 10 – Dec 10 2022 ending 2mo back
22 46 47 2744 328 Dec 10 – Jan 10 2023 ending 1mo back
28 52 53 2772 528 Jan 10 – Feb 10 2023 ending 11:59 UTC
Committerspermonth Produced by GNUPLOT 5.4 patchlevel 5 15 20 25 30 35 40 45 50 55 0 2 4 6 8 10 12 40 45 50 55 60 65 70 75 80 85 New committers Total committers Months before 10 February 2023 New committers Total committers New committers New committers Total committers Total committers 🔗 Committers per month – scikit-learn/scikit-learn

🔗 For the last 13 months:

Cumulative total committers grew by 366 (from 2406 to 2772) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 5.4 patchlevel 5 35 40 45 50 55 60 65 0 2 4 6 8 10 12 2400 2450 2500 2550 2600 2650 2700 2750 2800 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 – scikit-learn/scikit-learn Commitspermonth Produced by GNUPLOT 5.4 patchlevel 5 300 400 500 600 700 800 900 0 2 4 6 8 10 12 Commits per month Months before 10 February 2023 Commitspermonth_plot_1 🔗 Commits per month – scikit-learn/scikit-learn

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
83 74 -9 142 59 153 -48 Jan 10 – Feb 10 2022 ending 12mo back
81 71 -10 148 64 207 -5 Feb 10 – Mar 10 2022 ending 11mo back
100 78 -22 223 54 244 -33 Mar 10 – Apr 10 2022 ending 10mo back
128 59 -69 141 71 139 -73 Apr 10 – May 10 2022 ending 9mo back
72 69 -3 138 24 168 +6 May 10 – Jun 10 2022 ending 8mo back
58 61 +3 168 60 217 -11 Jun 10 – Jul 10 2022 ending 7mo back
113 70 -43 147 83 189 -41 Jul 10 – Aug 10 2022 ending 6mo back
46 56 +10 158 25 177 -6 Aug 10 – Sep 10 2022 ending 5mo back
48 53 +5 115 29 130 -14 Sep 10 – Oct 10 2022 ending 4mo back
75 78 +3 120 26 155 +9 Oct 10 – Nov 10 2022 ending 3mo back
69 66 -3 159 27 182 -4 Nov 10 – Dec 10 2022 ending 2mo back
43 46 +3 85 22 118 +11 Dec 10 – Jan 10 2023 ending 1mo back
71 65 -6 138 34 152 -20 Jan 10 – Feb 10 2023 ending 11:59 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 5.4 patchlevel 5 -70 -60 -50 -40 -30 -20 -10 0 10 0 2 4 6 8 10 12 -80 -70 -60 -50 -40 -30 -20 -10 0 10 20 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 – scikit-learn/scikit-learn

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 5.4 patchlevel 5 40 50 60 70 80 90 100 110 120 130 0 2 4 6 8 10 12 45 50 55 60 65 70 75 80 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 – scikit-learn/scikit-learn PRsmergedclosedandopened Produced by GNUPLOT 5.4 patchlevel 5 100 120 140 160 180 200 220 240 260 280 0 2 4 6 8 10 12 100 120 140 160 180 200 220 240 260 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 – scikit-learn/scikit-learn

🔗 Open issues

1541 issues were open as of 10 Feb 2023

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

5.44 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 2020-08 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 2016-12 2016-11 2016-10 2016-09 2016-07 2016-06 2016-05 2016-04 2016-03 2016-02 2016-01 2015-12 2015-11 2015-10 2015-07 2015-06 2015-05 2015-04 2015-01 2014-12 2014-11 2014-10 2014-07 2014-01 2013-12 2013-11 2013-09 2013-07 2013-06 2013-05 2012-11 2012-10 2012-09 2012-01 2011-12 2011-11 Month created Number of issues still open Latest1000openissues_plot_2 14 22 17 29 31 24 15 18 21 14 19 26 29 13 16 20 22 14 11 10 11 9 12 6 5 5 9 5 8 10 2 3 9 6 4 9 12 16 16 18 12 10 21 17 14 17 9 13 16 8 9 21 11 14 19 19 4 11 8 7 6 5 6 7 9 7 15 11 9 8 13 12 6 6 1 4 5 1 2 1 2 2 1 3 1 4 2 1 1 5 3 2 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1 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 346 days 1112 days 1080 days 1648 days 2130 days 4105 days
Standard deviation: 813 days

🔗 Open PRs

592 PRs were open as of 10 Feb 2023

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

24.12 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 2021-09 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 2018-03 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 2016-12 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 2015-04 2015-02 2015-01 2014-12 2014-11 2014-10 2014-09 2014-08 2014-07 2014-05 2014-04 2014-02 2014-01 2013-12 2013-11 2013-09 2012-07 Month created Number of PRs still open _plot_2 13 33 18 20 31 17 12 7 11 7 5 7 5 5 13 12 9 6 4 5 3 4 9 10 5 10 6 8 7 5 4 12 11 7 8 5 7 7 8 9 3 6 7 6 2 6 5 3 6 5 3 2 4 1 1 8 7 5 3 3 1 2 3 3 5 5 5 6 1 1 5 3 2 4 4 2 3 3 3 2 2 6 3 3 4 1 3 2 1 1 2 2 3 5 1 1 1 1 1 2 3 1 1 1 2 1 1 2 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 206 days 835 days 1028 days 1612 days 2401 days 3857 days
Standard deviation: 899 days

🔗 Issues resolved

8381 issues were closed as of 10 Feb 2023

5.44 times as many closed issues as open issues.

28 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 2021-09 2021-08 2021-07 2021-06 2021-03 2021-01 2020-10 2020-09 2020-08 2020-07 2020-06 2020-05 2020-04 2020-03 2020-02 2020-01 2019-10 2019-08 2019-06 2019-05 2019-04 2019-02 2019-01 2018-11 2018-10 2018-09 2018-08 2018-05 2018-01 2017-11 2017-09 2017-03 2017-02 2016-12 2016-11 2016-05 2015-03 2014-09 2014-07 2013-07 2013-02 Month created Number of issues closed Latest1000closedissues_plot_2 9 57 79 70 68 54 51 97 70 85 107 115 66 1 3 2 3 2 2 1 3 4 1 3 1 3 2 2 2 1 2 1 2 1 3 1 2 1 1 1 1 1 1 1 1 4 1 1 1 1 1 1 1 1 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 1 days 21 days 406 days 675 days 1346 days 3836 days
Standard deviation: 664 days

🔗 PRs merged/closed

14279 PRs were merged/closed as of 10 Feb 2023

24.12 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 2021-08 2021-06 2021-05 2021-04 2021-02 2020-11 2020-10 2020-07 2020-05 2019-09 2019-07 2019-03 2018-05 Month created Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 40 173 116 194 124 205 88 7 6 3 5 3 3 2 1 7 4 1 2 1 2 3 2 1 1 1 1 1 1 1 1 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 1 days 61 days 14 days 83 days 3250 days
Standard deviation: 254 days

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