PavelGrigoryevDS/awesome-data-analysis — GitHub trend

FINDING #1950 · UNIT ID 1028988827

PavelGrigoryevDS/awesome-data-analysis

🚀 500+ curated resources for Data Analysis & Data Science: Python, SQL, Statistics, ML, AI, Visualization, Cheatsheets, Roadmaps, Interview Prep. For beginners and experts.

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SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0142

ENGAGEMENT0.20

FRESHNESS1.40

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

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

15% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

8.07

ACCEL

+0.20

RETENTION

47.5%

PEAK 2026-07-13 · FORK-RETENTION 0.0% · 242 STARS / WINDOW

Author Audience

AUDIENCE

528

FOLLOWERS

357

OWNER ★

1,712

Engagement Signals

FORKS

242

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 242 / 242 (DIVERSITY 1.00)

Why This Is A Finding

PavelGrigoryevDS/awesome-data-analysis собрал 242 звёзд за окно, тогда как у автора всего 357 подписчиков — эффективная аудитория ≈ 528. Это даёт surprise-индекс 0.0142 (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 69% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #02rebel0789/codexpro[ JAVASCRIPT ]0.34 #03Younesfdj/gitfut[ TYPESCRIPT ]0.32 #040xShug0/audio.cpp[ C++ ]0.31 #05t8y2/dbx[ RUST ]0.30

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.00ABOVE 69%

VELOCITY8.074.23+3.83ABOVE 70%

RETENTION47.5%29.4%+18.1 PPABOVE 82%

FORKS24292+150ABOVE 73%

SURPRISE0.010.01+0.00ABOVE 55%