FINDING #4703 · UNIT ID 1028988827
PavelGrigoryevDS/awesome-data-analysis
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
61% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
5.65
ACCEL
+0.04
RETENTION
17.8%
PEAK 2026-06-01 · FORK-RETENTION 0.0% · 1,017 STARS / WINDOW
Author Audience
AUDIENCE
528
FOLLOWERS
357
OWNER ★
1,712
Engagement Signals
FORKS
242
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,017 / 1,017 (DIVERSITY 1.00)
Why This Is A Finding
PavelGrigoryevDS/awesome-data-analysis собрал 1,017 звёзд за окно, тогда как у автора всего 357 подписчиков — эффективная аудитория ≈ 528. Это даёт surprise-индекс 0.00994 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 21% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 21%
VELOCITY5.653.29+2.36ABOVE 69%
RETENTION17.8%11.3%+6.5 PPABOVE 67%
FORKS24299+143ABOVE 74%
SURPRISE0.010.01-0.00ABOVE 49%