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Pulse snapshot for 18 April 2025

https://github.com/apache/airflow

JSON snapshot also available

🔗 Committer pulse

Committers Mo-
nthly
com-
mits
Month range
Monthly Cu-
mula-
tive
New Uniq %New
30 87 34 3099 546 Mar 18 – Apr 18 2024 ending 12mo back
29 89 32 3128 336 Apr 18 – May 18 2024 ending 11mo back
39 108 36 3167 347 May 18 – Jun 18 2024 ending 10mo back
35 93 37 3202 283 Jun 18 – Jul 18 2024 ending 9mo back
34 89 38 3236 394 Jul 18 – Aug 18 2024 ending 8mo back
48 109 44 3284 324 Aug 18 – Sep 18 2024 ending 7mo back
49 117 41 3333 428 Sep 18 – Oct 18 2024 ending 6mo back
31 100 31 3364 523 Oct 18 – Nov 18 2024 ending 5mo back
23 89 25 3387 539 Nov 18 – Dec 18 2024 ending 4mo back
22 81 27 3409 395 Dec 18 – Jan 18 2025 ending 3mo back
33 99 33 3442 587 Jan 18 – Feb 18 2025 ending 2mo back
33 96 34 3475 575 Feb 18 – Mar 18 2025 ending 1mo back
34 107 31 3509 883 Mar 18 – Apr 18 2025 ending 05:34 UTC
Committerspermonth Produced by GNUPLOT 6.0 patchlevel 2 20 25 30 35 40 45 50 0 2 4 6 8 10 12 80 85 90 95 100 105 110 115 120 New committers Total committers New committers New committers Total committers Total committers New committers Total committers Months before 18 April 2025 🔗 Committers per month – apache/airflow

🔗 For the last 13 months:

Cumulative total committers grew by 410 (from 3099 to 3509) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 6.0 patchlevel 2 24 26 28 30 32 34 36 38 40 42 44 0 2 4 6 8 10 12 3050 3100 3150 3200 3250 3300 3350 3400 3450 3500 3550 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 18 April 2025 🔗 Total committers and % new – apache/airflow Commitspermonth Produced by GNUPLOT 6.0 patchlevel 2 200 300 400 500 600 700 800 900 0 2 4 6 8 10 12 Commitspermonth_plot_1 Commits per month Months before 18 April 2025 🔗 Commits per month – apache/airflow

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
128 129 +1 539 86 634 +9 Mar 18 – Apr 18 2024 ending 12mo back
93 141 +48 328 42 367 -3 Apr 18 – May 18 2024 ending 11mo back
137 143 +6 353 45 386 -12 May 18 – Jun 18 2024 ending 10mo back
98 125 +27 288 43 356 +25 Jun 18 – Jul 18 2024 ending 9mo back
141 147 +6 404 58 481 +19 Jul 18 – Aug 18 2024 ending 8mo back
111 205 +94 402 81 496 +13 Aug 18 – Sep 18 2024 ending 7mo back
165 220 +55 471 118 564 -25 Sep 18 – Oct 18 2024 ending 6mo back
178 233 +55 590 120 673 -37 Oct 18 – Nov 18 2024 ending 5mo back
165 183 +18 573 85 651 -7 Nov 18 – Dec 18 2024 ending 4mo back
148 175 +27 418 72 487 -3 Dec 18 – Jan 18 2025 ending 3mo back
260 276 +16 612 103 719 +4 Jan 18 – Feb 18 2025 ending 2mo back
221 260 +39 600 89 725 +36 Feb 18 – Mar 18 2025 ending 1mo back
334 295 -39 872 288 1149 -11 Mar 18 – Apr 18 2025 ending 05:34 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 6.0 patchlevel 2 -40 -20 0 20 40 60 80 100 0 2 4 6 8 10 12 -40 -30 -20 -10 0 10 20 30 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 18 April 2025 🔗 Increase/decrease in open issues/PRs – apache/airflow

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 6.0 patchlevel 2 50 100 150 200 250 300 350 0 2 4 6 8 10 12 120 140 160 180 200 220 240 260 280 300 Issues closed Issues opened Issues closed Issues closed Issues opened Issues opened Issues closed Issues opened Months before 18 April 2025 🔗 Issues closed and opened – apache/airflow PRsmergedclosedandopened Produced by GNUPLOT 6.0 patchlevel 2 300 400 500 600 700 800 900 1000 1100 1200 0 2 4 6 8 10 12 300 400 500 600 700 800 900 1000 1100 1200 PRs merged+closed PRs opened PRs merged+closed PRs merged+closed PRs opened PRs opened PRs merged+closed PRs opened Months before 18 April 2025 🔗 PRs merged/closed and opened – apache/airflow

🔗 Open issues

1106 issues were open as of 18 Apr 2025

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

9.21 times as many closed issues as open issues.

Latest1000openissues Produced by GNUPLOT 6.0 patchlevel 2 2025-04 2025-03 2025-02 2025-01 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 2021-11 2021-10 2021-09 2021-08 2021-07 2021-06 2021-04 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 Latest1000openissues_plot_2 129 77 50 44 37 66 51 50 38 36 29 36 31 18 15 14 7 19 17 26 21 20 12 12 5 11 6 11 4 4 5 7 3 4 3 3 3 8 4 1 4 5 2 4 4 4 2 1 3 1 3 7 4 7 3 5 2 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 72 days 228 days 369 days 535 days 910 days 1854 days
Standard deviation: 408 days

🔗 Open PRs

178 PRs were open as of 18 Apr 2025

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

185.14 times as many closed PRs as open PRs.

Produced by GNUPLOT 6.0 patchlevel 2 2025-04 2025-03 2025-02 2025-01 2024-12 2024-11 2024-10 2024-09 2023-12 2023-11 2023-09 2023-04 2023-03 2020-06 Number of PRs still open _plot_2 78 71 11 5 3 1 1 2 1 1 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 6 days 20 days 54 days 35 days 72 days 1781 days
Standard deviation: 167 days

🔗 Issues resolved

10184 issues were closed as of 18 Apr 2025

9.21 times as many closed issues as open issues.

34 percent ratio of total closed issues to total commits.

Latest1000closedissues Produced by GNUPLOT 6.0 patchlevel 2 2025-04 2025-03 2025-02 2025-01 2024-12 2024-11 2024-10 2024-09 2024-08 2024-07 2024-05 2024-04 2024-02 2024-01 2023-11 2023-10 2023-07 2023-06 2023-05 2023-04 2023-01 2022-11 2022-10 2022-09 2022-08 2022-07 2022-06 2021-12 2021-07 2021-03 Number of issues closed Latest1000closedissues_plot_2 293 261 181 141 30 30 18 3 6 2 2 2 2 3 1 1 1 1 2 1 1 3 1 4 2 4 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 6 days 68 days 32 days 118 days 1722 days
Standard deviation: 211 days

🔗 PRs merged/closed

32955 PRs were merged/closed as of 18 Apr 2025

185.14 times as many closed PRs as open PRs.

Latest1000mergedclosedPRs Produced by GNUPLOT 6.0 patchlevel 2 2025-04 2025-03 2025-02 2025-01 2024-12 2024-11 2024-10 2024-07 2023-10 2022-12 2022-11 2022-10 2022-09 2022-08 Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 634 339 7 3 3 3 1 1 2 1 2 1 2 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 7 days 1 days 6 days 1805 days
Standard deviation: 64 days

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