Star Forensic

sheltonzhu/115driver

Generated Fri, 17 Jul 2026 22:30:33 GMT · Sample 100 / 177 total stargazers

Local: 7/17/2026, 10:30:33 PM · UTC: Fri, 17 Jul 2026 22:30:33 GMT

Sample size is 100, below the 200-stargazer target. Interpret these signals with extra caution.

3%

new-account stargazers

BASELINE < 15%

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

5%

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
2026-03-16T11:00:00Z25.6
2025-08-20T07:00:00Z25.6
2025-02-25T02:00:00Z25.6
Signals reflect a 100-stargazer sample, not verdicts. Sample size is 100, which is below the 200-target and may reduce reliability. High values can also result from viral events, influencer mentions, or region-specific communities.
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