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Pulse snapshot for 22 March 2024

https://github.com/apache/airflow

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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
38 100 38 2650 287 Feb 22 – Mar 22 2023 ending 12mo back
30 82 36 2680 248 Mar 22 – Apr 22 2023 ending 11mo back
40 96 41 2720 321 Apr 22 – May 22 2023 ending 10mo back
27 79 34 2747 322 May 22 – Jun 22 2023 ending 9mo back
29 91 31 2776 378 Jun 22 – Jul 22 2023 ending 8mo back
42 104 40 2818 500 Jul 22 – Aug 22 2023 ending 7mo back
34 94 36 2852 507 Aug 22 – Sep 22 2023 ending 6mo back
41 92 44 2893 284 Sep 22 – Oct 22 2023 ending 5mo back
48 110 43 2941 403 Oct 22 – Nov 22 2023 ending 4mo back
31 94 32 2972 323 Nov 22 – Dec 22 2023 ending 3mo back
29 90 32 3001 356 Dec 22 – Jan 22 2024 ending 2mo back
46 114 40 3047 379 Jan 22 – Feb 22 2024 ending 1mo back
30 87 34 3077 444 Feb 22 – Mar 22 2024 ending 07:33 UTC
Committerspermonth Produced by GNUPLOT 6.0 patchlevel 0 25 30 35 40 45 50 0 2 4 6 8 10 12 75 80 85 90 95 100 105 110 115 New committers Total committers New committers New committers Total committers Total committers New committers Total committers Months before 22 March 2024 🔗 Committers per month – apache/airflow

🔗 For the last 13 months:

Cumulative total committers grew by 427 (from 2650 to 3077) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 6.0 patchlevel 0 30 32 34 36 38 40 42 44 0 2 4 6 8 10 12 2650 2700 2750 2800 2850 2900 2950 3000 3050 3100 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 – apache/airflow Commitspermonth Produced by GNUPLOT 6.0 patchlevel 0 200 250 300 350 400 450 500 550 0 2 4 6 8 10 12 Commitspermonth_plot_1 Commits per month Months before 22 March 2024 🔗 Commits per month – apache/airflow

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
150 135 -15 284 39 309 -14 Feb 22 – Mar 22 2023 ending 12mo back
137 110 -27 270 67 349 +12 Mar 22 – Apr 22 2023 ending 11mo back
139 141 +2 310 47 398 +41 Apr 22 – May 22 2023 ending 10mo back
142 147 +5 324 51 367 -8 May 22 – Jun 22 2023 ending 9mo back
163 187 +24 380 66 423 -23 Jun 22 – Jul 22 2023 ending 8mo back
203 177 -26 506 61 558 -9 Jul 22 – Aug 22 2023 ending 7mo back
176 210 +34 515 51 594 +28 Aug 22 – Sep 22 2023 ending 6mo back
94 113 +19 268 37 334 +29 Sep 22 – Oct 22 2023 ending 5mo back
137 162 +25 414 60 438 -36 Oct 22 – Nov 22 2023 ending 4mo back
119 103 -16 327 53 384 +4 Nov 22 – Dec 22 2023 ending 3mo back
121 104 -17 357 50 393 -14 Dec 22 – Jan 22 2024 ending 2mo back
150 155 +5 388 57 438 -7 Jan 22 – Feb 22 2024 ending 1mo back
133 137 +4 431 74 537 +32 Feb 22 – Mar 22 2024 ending 07:33 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 6.0 patchlevel 0 -30 -20 -10 0 10 20 30 40 0 2 4 6 8 10 12 -40 -30 -20 -10 0 10 20 30 40 50 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 – apache/airflow

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 6.0 patchlevel 0 80 100 120 140 160 180 200 220 0 2 4 6 8 10 12 100 120 140 160 180 200 220 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 – apache/airflow PRsmergedclosedandopened Produced by GNUPLOT 6.0 patchlevel 0 300 350 400 450 500 550 600 0 2 4 6 8 10 12 300 350 400 450 500 550 600 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 – apache/airflow

🔗 Open issues

741 issues were open as of 22 Mar 2024

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

10.85 times as many closed issues as open issues.

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 2021-01 2020-12 2020-11 2020-10 2020-09 2020-08 2020-07 2020-06 2020-05 2020-04 2020-03 Number of issues still open _plot_2 52 78 23 10 30 26 39 42 25 27 20 12 25 20 16 12 11 10 15 11 8 13 8 6 17 9 5 7 10 13 6 10 8 9 7 5 9 2 4 9 7 17 10 11 6 7 9 4 1 Number of issues still open Number of issues still open _plot_2 Month created

🔗 Age statistics for all open issues
Newest 1st Qu Median Mean 3rd Qu 𝜂90th Oldest
0 days 138 days 322 days 470 days 751 days 1198 days 1462 days
Standard deviation: 419 days

🔗 Open PRs

183 PRs were open as of 22 Mar 2024

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

138.36 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 2023-04 2023-03 2022-08 2022-05 2022-04 2020-06 2020-04 Number of PRs still open _plot_2 99 39 5 6 10 3 3 4 2 2 2 2 1 1 1 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 4 days 16 days 80 days 48 days 186 days 1427 days
Standard deviation: 202 days

🔗 Issues resolved

8039 issues were closed as of 22 Mar 2024

10.85 times as many closed issues as open issues.

33 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 2022-07 2022-06 2022-04 2022-03 2022-01 2021-11 2021-10 2021-09 2021-08 2021-07 2021-06 2021-05 2021-04 2021-01 2020-12 2020-09 Number of issues closed Latest1000closedissues_plot_2 75 171 141 101 131 113 146 48 6 1 6 5 1 5 4 2 6 3 3 3 1 3 1 3 1 4 1 2 2 4 1 1 2 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 4 days 92 days 51 days 349 days 1346 days
Standard deviation: 218 days

🔗 PRs merged/closed

25319 PRs were merged/closed as of 22 Mar 2024

138.36 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 2023-06 2023-05 2023-04 2023-01 2022-04 2020-08 Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 403 455 113 10 4 1 1 4 3 1 2 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 0 days 9 days 2 days 16 days 428 days
Standard deviation: 35 days

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