Tanu-N-Prabhu/Python — GitHub trend

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FINDING #4695 · UNIT ID 183729552

Tanu-N-Prabhu/Python

This repository helps you learn Python and Machine Learning from scratch.

[ JUPYTER NOTEBOOK ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00486

ENGAGEMENT0.37

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

4.00

ACCEL

+0.61

RETENTION

26.9%

PEAK 2026-09-10 · FORK-RETENTION 0.0% · 28 STARS / WINDOW

Author Audience

AUDIENCE

783

FOLLOWERS

551

OWNER ★

2,319

Engagement Signals

FORKS

936

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 28 / 28 (DIVERSITY 1.00)

Why This Is A Finding

Tanu-N-Prabhu/Python собрал 28 звёзд за окно, тогда как у автора всего 551 подписчиков — эффективная аудитория ≈ 783. Это даёт surprise-индекс 0.00486 (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 52% 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 52%

VELOCITY4.003.43+0.57ABOVE 55%

RETENTION26.9%37.5%-10.6 PPABOVE 34%

FORKS936120+816ABOVE 89%

SURPRISE0.000.01-0.00ABOVE 41%