Star Forensic

microsoft/ml-for-beginners

Generated Sat, 30 May 2026 12:09:55 GMT · Sample 200 / 86,032 total stargazers

Local: 5/30/2026, 12:09:55 PM · UTC: Sat, 30 May 2026 12:09:55 GMT

5.5%

new-account stargazers

BASELINE < 15%

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

7%

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
2021-06-30T21:00:00Z124.43
2021-06-30T17:00:00Z113.99
2021-06-30T18:00:00Z93.09
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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