Github Trends®
6380 findingsmedian surprise 0.0122window 90 days
UNIT / TREND-MONITOR · REV 2.6
[ 90 days window ]
SOURCE: gharchive
FINDING #4646 · UNIT ID 367302105
QNLab-USTC/SimQN
A network-layer simulator for the quantum network investigation
[ PYTHON ][ ORG ][ GITHUB ↗ ]
SURPRISE SCORE
0.00

Score Breakdown

SURPRISE0.0347
ENGAGEMENT0.0926
FRESHNESS1.37
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
92% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
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
7.47
ACCEL
-0.07
RETENTION
22.9%
PEAK 2026-05-26 · FORK-RETENTION 0.0% · 672 STARS / WINDOW

Author Audience

AUDIENCE
175
FOLLOWERS
14
OWNER ★
736

Engagement Signals

FORKS
17
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 672 / 672 (DIVERSITY 1.00)

Why This Is A Finding

QNLab-USTC/SimQN собрал 672 звёзд за окно, тогда как у автора всего 14 подписчиков — эффективная аудитория ≈ 175. Это даёт surprise-индекс 0.0347 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 27%
VELOCITY7.473.99+3.47ABOVE 71%
RETENTION22.9%17.1%+5.8 PPABOVE 63%
FORKS1790-72ABOVE 9%
SURPRISE0.030.01+0.02ABOVE 84%