FINDING #478 · UNIT ID 957275282
meerilahi/Books-Collection
This repository contains a collection of books I have downloaded related to **Mathematics**, **Artificial Intelligence (AI) & Machine Learning (ML)**, and **Algorithms**. Some of these books I have read, while others are on my reading list.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
82% 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
1.61
ACCEL
+0.03
RETENTION
48.0%
PEAK 2026-07-13 · FORK-RETENTION 0.0% · 290 STARS / WINDOW
Author Audience
AUDIENCE
63
FOLLOWERS
28
OWNER ★
354
Engagement Signals
FORKS
141
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 290 / 290 (DIVERSITY 1.00)
Why This Is A Finding
meerilahi/Books-Collection собрал 290 звёзд за окно, тогда как у автора всего 28 подписчиков — эффективная аудитория ≈ 63. Это даёт surprise-индекс 0.0156 (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 16% OF 571 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 571 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 16%
VELOCITY1.616.39-4.78ABOVE 3%
RETENTION48.0%17.7%+30.3 PPABOVE 89%
FORKS141135+6ABOVE 51%
SURPRISE0.020.02-0.01ABOVE 35%