larymak/Python-project-Scripts — GitHub trend

FINDING #2027 · 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

SURPRISE0.0117

ENGAGEMENT0.20

FRESHNESS1.00

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

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

2% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

14.67

ACCEL

-13.50

RETENTION

21.0%

PEAK 2026-07-13 · FORK-RETENTION 0.0% · 44 STARS / WINDOW

Author Audience

AUDIENCE

1,218

FOLLOWERS

939

OWNER ★

2,786

Engagement Signals

FORKS

1,136

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 44 / 44 (DIVERSITY 1.00)

Why This Is A Finding

larymak/Python-project-Scripts собрал 44 звёзд за окно, тогда как у автора всего 939 подписчиков — эффективная аудитория ≈ 1,218. Это даёт surprise-индекс 0.0117 (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 60% OF 5024 FINDINGS

#704lit26/finvizfinance[ JUPYTER NOTEBOOK ]0.0141 #792CalvinXKY/InfraTech[ JUPYTER NOTEBOOK ]0.0125 #1029Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.00919 #1065Dashboard-Design/Power-BI-Design-Files[ JUPYTER NOTEBOOK ]0.00886 #1263lyogavin/airllm[ JUPYTER NOTEBOOK ]0.00734

METRICS IN CONTEXT

MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 60%

VELOCITY14.676.67+8.00ABOVE 74%

RETENTION21.0%46.5%-25.5 PPABOVE 33%

FORKS1,136116+1,020ABOVE 91%

SURPRISE0.010.01-0.00ABOVE 45%