Star Forensic

cyc2018/cs-notes

Generated Sat, 13 Jun 2026 02:06:19 GMT · Sample 200 / 184,537 total stargazers

Local: 6/13/2026, 2:06:19 AM · UTC: Sat, 13 Jun 2026 02:06:19 GMT

8%

new-account stargazers

BASELINE < 15%

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

11%

zero-activity accounts

BASELINE < 10%

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

5

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
2018-02-20T03:00:00Z54.47
2026-06-08T02:00:00Z43.19
2018-02-14T07:00:00Z43.19
2018-02-20T02:00:00Z43.19
2018-02-20T10:00:00Z43.19
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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