Source health

PyPI

Developer family · 45 signals across 43 trends. Latest fetch 28 Apr 2026, 05:03.

FamilyDeveloper

StatusHealthy

Yield15/100 kept (15%) · Thin

Yield qualityThin

Duration2.3s

FallbackLive data

Runs

Recent ingestion history

Success rate100%

Peak kept items23

Latest raw fetch100

Signals per kept item3.00

Topic dupes11.6%

Slowest run3.7s

15 kept from 100 fetched after dedupe and caps.

43 raw topics reduced to 38 merged topics in the latest run.

All runs Healthy Fallback Failed

Newest Oldest Slowest Lowest yield

Showing 6 of 6 runs.

Kept item volumeAfter dedupe and caps

1505:03

2001:23

2323:37

2222:35

2121:40

1520:12

Yield rateKept versus raw fetched

15%05:03

20%01:23

23%23:37

22%22:35

21%21:40

15%20:12

Fetch durationRecent runs

2.3s05:03

2.1s01:23

3.7s23:37

2.7s22:35

1.9s21:40

3.7s20:12

28 Apr 2026, 05:03Success · 15/100 kept · 2.3s

15%

28 Apr 2026, 01:23Success · 20/100 kept · 2.1s

20%

27 Apr 2026, 23:37Success · 23/100 kept · 3.7s

23%

27 Apr 2026, 22:35Success · 22/100 kept · 2.7s

22%

27 Apr 2026, 21:40Success · 21/100 kept · 1.9s

21%

27 Apr 2026, 20:12Success · 15/100 kept · 3.7s

15%

Contribution

PyPI

Recent ingestion history

Top linked trends