Star Forensic

k3d-io/k3d

Generated Fri, 17 Jul 2026 02:03:22 GMT · Sample 200 / 6,493 total stargazers

Local: 7/17/2026, 2:03:22 AM · UTC: Fri, 17 Jul 2026 02:03:22 GMT

1%

new-account stargazers

BASELINE < 15%

Higher values can indicate many accounts were created shortly before starring.

0.5%

zero-activity accounts

BASELINE < 10%

A large share of accounts with no followers and no repositories can be a caution signal.

2

hourly velocity anomalies

BASELINE Z-SCORE > 3

Large one-hour surges versus the sample average can reflect unusual concentration.

Velocity spikes (UTC)

hour UTCstarsz-score
2019-04-05T13:00:00Z35.85
2019-04-13T08:00:00Z35.85
Signals reflect a 200-stargazer sample, not verdicts. High values can also result from viral events, influencer mentions, or region-specific communities.
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