romanmichaelpaolucci/Quant-Guild-Library — GitHub trend

◂ BACK TO LEADERBOARD

FINDING #4313 · UNIT ID 918763904

romanmichaelpaolucci/Quant-Guild-Library

A library of Jupyter notebooks and corresponding YouTube lectures by Roman Paolucci

[ JUPYTER NOTEBOOK ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00117

ENGAGEMENT0.20

FRESHNESS1.34

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

5% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.20

ACCEL

-0.01

RETENTION

22.2%

PEAK 2026-06-28 · FORK-RETENTION 0.0% · 66 STARS / WINDOW

Author Audience

AUDIENCE

1,839

FOLLOWERS

1,588

OWNER ★

2,508

Engagement Signals

FORKS

300

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 66 / 66 (DIVERSITY 1.00)

Why This Is A Finding

romanmichaelpaolucci/Quant-Guild-Library собрал 66 звёзд за окно, тогда как у автора всего 1,588 подписчиков — эффективная аудитория ≈ 1,839. Это даёт surprise-индекс 0.00117 (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.

Related Findings

RANKS ABOVE 31% OF 6295 FINDINGS

#97adrida/tracer[ JUPYTER NOTEBOOK ]0.10 #1004lyogavin/airllm[ JUPYTER NOTEBOOK ]0.0124 #1251physx-omni/PhysX-Omni[ JUPYTER NOTEBOOK ]0.0103 #1614CalvinXKY/InfraTech[ JUPYTER NOTEBOOK ]0.00797 #1686tkarim45/Beginner-Data-Science-Projects[ JUPYTER NOTEBOOK ]0.0076

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 31%

VELOCITY2.204.23-2.03ABOVE 22%

RETENTION22.2%29.4%-7.2 PPABOVE 35%

FORKS30092+208ABOVE 77%

SURPRISE0.000.01-0.01ABOVE 15%