Star Forensic

awesomedata/awesome-public-datasets

Generated Thu, 16 Jul 2026 21:34:16 GMT · Sample 200 / 77,156 total stargazers

Local: 7/16/2026, 9:34:16 PM · UTC: Thu, 16 Jul 2026 21:34:16 GMT

2.5%

new-account stargazers

BASELINE < 15%

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

6%

zero-activity accounts

BASELINE < 10%

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

3

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
2014-12-01T08:00:00Z103.61
2014-12-01T09:00:00Z93.12
2014-12-01T19:00:00Z93.12
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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