xang1234/stock-screener — GitHub trend

FINDING #2189 · UNIT ID 1132869719

xang1234/stock-screener

Stock scanner with multiple fundamental and technical criteria. Features 80+ filters, AI chatbot (Groq/DeepSeek/Gemini), theme discovery, and StockBee-style breadth indicators.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0129

ENGAGEMENT0.20

FRESHNESS1.34

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

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

24% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

1.60

ACCEL

+0.04

RETENTION

22.2%

PEAK 2026-07-02 · FORK-RETENTION 0.0% · 48 STARS / WINDOW

Author Audience

AUDIENCE

FOLLOWERS

OWNER ★

280

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 48 / 48 (DIVERSITY 1.00)

Why This Is A Finding

xang1234/stock-screener собрал 48 звёзд за окно, тогда как у автора всего 56 подписчиков — эффективная аудитория ≈ 84. Это даёт surprise-индекс 0.0129 (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 65% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

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

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.00ABOVE 65%

VELOCITY1.604.23-2.63ABOVE 4%

RETENTION22.2%29.4%-7.2 PPABOVE 35%

FORKS7192-21ABOVE 43%

SURPRISE0.010.01+0.00ABOVE 52%