[phantomstars] Automated fake-engagement analysis — for information only

[tg12]

This issue is filed for information only.
It is an automated observation, not an accusation or complaint.
No action is required from the repository owner or maintainers.
If the findings are inaccurate, please report a false positive using the link at the bottom of this issue.

Fake-Engagement Analysis for jwasham/coding-interview-university

phantomstars has flagged statistical indicators of a possible fake star/fork campaign targeting this repository.

Scan date: 2026-06-16

Summary

Metric	Value
Engagers scanned (24 h window)	288
Likely fake	12 (4.2%)
Suspicious	45
Previously seen likely fake	1 (0.3%)
Repeat offenders	0
Allowlisted accounts excluded	0
Campaigns detected	1
Analysis mode	recent
Discovery sources	github_trending
Event coverage	capped by the recent-events API limit (300 events)
Repo classification	clean

Campaigns

Campaign ID	Members
c-0fd3bb30	57

Suspect accounts

Account	Created	Score	Classification	Campaign
Liekcjde	2026-06-14	0.845	likely_fake	c-0fd3bb30
sjd95188	2026-06-15	0.815	likely_fake	c-0fd3bb30
TheFirstHandler	2026-06-12	0.810	likely_fake	c-0fd3bb30
savakotideepak333-beep	2026-06-10	0.810	likely_fake	c-0fd3bb30
oysteryang	2026-06-12	0.810	likely_fake	c-0fd3bb30
vaibhavranjan0603	2026-06-16	0.785	likely_fake	c-0fd3bb30
vetarded	2026-06-01	0.768	likely_fake	c-0fd3bb30
D0vidS	2026-05-22	0.768	likely_fake	c-0fd3bb30
danielgolg88	2026-06-15	0.755	likely_fake	c-0fd3bb30
merioutamar45-boop	2026-06-16	0.755	likely_fake	c-0fd3bb30
lijiaji29	2026-06-15	0.755	likely_fake	c-0fd3bb30
mirr0r-WORKS	2026-06-16	0.755	likely_fake	c-0fd3bb30
anonimo-dev1	2026-06-15	0.730	suspicious	c-0fd3bb30
drramix66-cpu	2026-06-15	0.725	suspicious	c-0fd3bb30
wmh-sui	2026-06-11	0.720	suspicious	c-0fd3bb30
xnet36	2026-06-01	0.713	suspicious	c-0fd3bb30
yuvrajrana1519-ops	2026-06-08	0.688	suspicious	c-0fd3bb30
Hawthorn-strip	2026-06-03	0.663	suspicious	c-0fd3bb30
1925249722-dot	2026-05-22	0.657	suspicious	c-0fd3bb30
dhpsiqcite-spec	2026-05-22	0.657	suspicious	c-0fd3bb30
ShawJingW	2026-04-09	0.645	suspicious	c-0fd3bb30
sasnakra60-star	2026-05-04	0.645	suspicious	c-0fd3bb30
Celltuberrr	2026-03-31	0.645	suspicious	c-0fd3bb30
EarlBert	2026-05-04	0.645	suspicious	c-0fd3bb30
taishuai001	2026-04-22	0.645	suspicious	c-0fd3bb30
ValentinCo1992	2025-02-05	0.605	suspicious	c-0fd3bb30
Spartacus2502	2023-04-29	0.605	suspicious	c-0fd3bb30
OnlyAzhu	2026-05-02	0.590	suspicious	c-0fd3bb30
zhengbin19831022-collab	2026-04-19	0.590	suspicious	c-0fd3bb30
codamn-eng	2026-06-12	0.585	suspicious	c-0fd3bb30

Showing top 30 of 57 suspects by composite score.

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All findings are probabilistic indicators only — not accusations.
Individual accounts should be treated as suspicious signals, not confirmed fake actors.
False positives are expected; scores are derived from public account metadata, not intent.
Repo-level counts exclude accounts on the current false-positive allowlist.

Automated scan by
phantomstars.
View full dataset
Report a false positive