sajal2692/data-science-portfolio — GitHub trend

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FINDING #2200 · UNIT ID 67394466

sajal2692/data-science-portfolio

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

[ JUPYTER NOTEBOOK ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.012

ENGAGEMENT0.34

FRESHNESS1.00

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

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

3% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

15.00

ACCEL

-7.50

RETENTION

43.8%

PEAK 2026-08-27 · FORK-RETENTION 0.0% · 45 STARS / WINDOW

Author Audience

AUDIENCE

1,214

FOLLOWERS

1,060

OWNER ★

1,572

Engagement Signals

FORKS

460

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 45 / 45 (DIVERSITY 1.00)

Why This Is A Finding

sajal2692/data-science-portfolio собрал 45 звёзд за окно, тогда как у автора всего 1,060 подписчиков — эффективная аудитория ≈ 1,214. Это даёт surprise-индекс 0.012 (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 76% OF 9102 FINDINGS

#139Nicolepcx/ai-agents-the-definitive-guide[ JUPYTER NOTEBOOK ]0.15 #209gothmania/pytutor[ JUPYTER NOTEBOOK ]0.0896 #248zorost/AI-Engineering-Lab[ JUPYTER NOTEBOOK ]0.0719 #569xbsheng/atguigu-note[ JUPYTER NOTEBOOK ]0.0295 #724VintaBytes/Ciencia-de-datos[ JUPYTER NOTEBOOK ]0.0237

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9102 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.00ABOVE 76%

VELOCITY15.005.67+9.33ABOVE 80%

RETENTION43.8%45.5%-1.7 PPABOVE 48%

FORKS460340+121ABOVE 56%

SURPRISE0.010.00+0.01ABOVE 67%