KidQuant/Pairs-Trading-With-Python — GitHub trend

FINDING #3584 · UNIT ID 206380125

KidQuant/Pairs-Trading-With-Python

This project involves using a combination of statistics along with financial thoery to demonstrate a popular trading strategy used in equity markets: Pairs Trading.

[ JUPYTER NOTEBOOK ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00589

ENGAGEMENT0.20

FRESHNESS1.00

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

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

2% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.14

ACCEL

+0.71

RETENTION

25.0%

PEAK 2026-07-20 · FORK-RETENTION 0.0% · 15 STARS / WINDOW

Author Audience

AUDIENCE

324

FOLLOWERS

234

OWNER ★

896

Engagement Signals

FORKS

134

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 15 / 15 (DIVERSITY 1.00)

Why This Is A Finding

KidQuant/Pairs-Trading-With-Python собрал 15 звёзд за окно, тогда как у автора всего 234 подписчиков — эффективная аудитория ≈ 324. Это даёт surprise-индекс 0.00589 (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 7487 FINDINGS

#331Dashboard-Design/Power-BI-Design-Files[ JUPYTER NOTEBOOK ]0.017 #681GiovanniPasq/agentic-rag-for-dummies[ JUPYTER NOTEBOOK ]0.0101 #1137teddylee777/machine-learning[ JUPYTER NOTEBOOK ]0.00675 #1227CalvinXKY/InfraTech[ JUPYTER NOTEBOOK ]0.00629 #1302baijiuyang/collision-avoidance2[ JUPYTER NOTEBOOK ]0.00591

METRICS IN CONTEXT

MEDIAN ACROSS ALL 7487 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 52%

VELOCITY2.143.43-1.29ABOVE 28%

RETENTION25.0%30.6%-5.6 PPABOVE 37%

FORKS134125+9ABOVE 52%

SURPRISE0.010.01-0.00ABOVE 45%