AXN:041F.EMPIRICAL.โšก๐ŸŒ—๐ŸŽช๐Ÿ•ŒโŒ›๐Ÿ‘ˆ

Cohort Baseline for the Pre-Removal Download Figures (v2) โ€” the Registry Against Its Publication-Week Cohort

Lee Sharks ยท 2026-07-04 ยท Empirical baseline reading ยท v2.0
โ†“ Download MD
cohort baselinedownload statisticsZenodo APIpercentileempirical methoderratumcapture registry

Description

Measured answer to 'is 1,000 downloads in days a lot by Zenodo's standards': all 1,791 datasets published in the registry's publication window (2026-06-14..16), n=200 sampled via the public API, stats read at day โ‰ˆ19. Cohort median 7 downloads; p95 116; p99 804 (version-level). Corrected anchors (v2 erratum, platform-timestamp-driven, superseded text preserved): 666 cumulative at 2026-06-15 16:42 EDT; 1,000+ at removal; the final-four-day delta โ‰ฅ334 alone exceeds the cohort's nineteen-day p95 and is ~48x its median; the cumulative figure clears p99. Limitations on the record: convenience sample, UI field-mapping ambiguity, unmodeled bot traffic, post-hoc drift; raw sample committed for re-running. Conclusion, bounded: top ~1% of same-week datasets on a fraction of the accumulation time โ€” a measurement, not an impression, and the correction trail is part of the warrant.

Full Text

Measured answer to 'is 1,000 downloads in days a lot by Zenodo's standards': all 1,791 datasets published in the registry's publication window (2026-06-14..16), n=200 sampled via the public API, stats read at day โ‰ˆ19. Cohort median 7 downloads; p95 116; p99 804 (version-level). Corrected anchors (v2 erratum, platform-timestamp-driven, superseded text preserved): 666 cumulative at 2026-06-15 16:42 EDT; 1,000+ at removal; the final-four-day delta โ‰ฅ334 alone exceeds the cohort's nineteen-day p95 and is ~48x its median; the cumulative figure clears p99. Limitations on the record: convenience sample, UI field-mapping ambiguity, unmodeled bot traffic, post-hoc drift; raw sample committed for re-running. Conclusion, bounded: top ~1% of same-week datasets on a fraction of the accumulation time โ€” a measurement, not an impression, and the correction trail is part of the warrant.