sajal2692/data-science-portfolio — GitHub trend

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FINDING #3272 · 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

SURPRISE0.00991

ENGAGEMENT0.40

FRESHNESS1.00

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

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

7% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

12.43

ACCEL

+3.75

RETENTION

58.1%

PEAK 2026-08-26 · FORK-RETENTION 36.4% · 87 STARS / WINDOW

Author Audience

AUDIENCE

1,214

FOLLOWERS

1,058

OWNER ★

1,564

Engagement Signals

FORKS

459

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 87 / 87 (DIVERSITY 1.00)

Why This Is A Finding

sajal2692/data-science-portfolio собрал 87 звёзд за окно, тогда как у автора всего 1,058 подписчиков — эффективная аудитория ≈ 1,214. Это даёт surprise-индекс 0.00991 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 36.4% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 66% OF 9760 FINDINGS

#169gmonce/scikit-learn-book[ JUPYTER NOTEBOOK ]0.11 #224raiyanyahya/how-to-train-your-gpt[ JUPYTER NOTEBOOK ]0.0763 #242VintaBytes/Ciencia-de-datos[ JUPYTER NOTEBOOK ]0.0687 #270xbsheng/atguigu-note[ JUPYTER NOTEBOOK ]0.0594 #316zorost/AI-Engineering-Lab[ JUPYTER NOTEBOOK ]0.0445

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.00ABOVE 66%

VELOCITY12.433.71+8.71ABOVE 82%

RETENTION58.1%38.0%+20.0 PPABOVE 78%

FORKS45986+373ABOVE 86%

SURPRISE0.010.01+0.00ABOVE 50%