larymak/Python-project-Scripts — GitHub trend

FINDING #6537 · UNIT ID 312485832

larymak/Python-project-Scripts

This repositories contains a list of python scripts projects from beginner level advancing slowly. More code snippets to be added soon. feel free to clone this repo

[ JUPYTER NOTEBOOK ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00201

ENGAGEMENT0.38

FRESHNESS1.00

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.57

ACCEL

+0.18

RETENTION

0.0%

PEAK 2026-09-12 · FORK-RETENTION 0.0% · 18 STARS / WINDOW

Author Audience

AUDIENCE

1,239

FOLLOWERS

950

OWNER ★

2,888

Engagement Signals

FORKS

1,151

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 18 / 18 (DIVERSITY 1.00)

Why This Is A Finding

larymak/Python-project-Scripts собрал 18 звёзд за окно, тогда как у автора всего 950 подписчиков — эффективная аудитория ≈ 1,239. Это даёт surprise-индекс 0.00201 (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 33% OF 9789 FINDINGS

#524philshiu/Drosophila_brain_model[ JUPYTER NOTEBOOK ]0.0302 #992xbsheng/atguigu-note[ JUPYTER NOTEBOOK ]0.0178 #1033Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.0171 #1276gmonce/scikit-learn-book[ JUPYTER NOTEBOOK ]0.0139 #1458MLO-lab/LeVJEPA[ JUPYTER NOTEBOOK ]0.0123

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9789 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 33%

VELOCITY2.573.43-0.86ABOVE 36%

RETENTION0.0%37.5%-37.5 PPABOVE 0%

FORKS1,151120+1,031ABOVE 91%

SURPRISE0.000.01-0.01ABOVE 23%