DataTalksClub/stock-markets-analytics-zoomcamp — GitHub trend

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FINDING #8399 · UNIT ID 757366304

DataTalksClub/stock-markets-analytics-zoomcamp

Course Materials for Analytics in Stock Markets Zoomcamp

[ JUPYTER NOTEBOOK ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.000087

ENGAGEMENT0.73

FRESHNESS1.00

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

3.00

ACCEL

+0.50

RETENTION

75.0%

PEAK 2026-08-27 · FORK-RETENTION 0.0% · 9 STARS / WINDOW

Author Audience

AUDIENCE

34,440

FOLLOWERS

8,638

OWNER ★

85,859

Engagement Signals

FORKS

267

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 9 / 9 (DIVERSITY 1.00)

Why This Is A Finding

DataTalksClub/stock-markets-analytics-zoomcamp собрал 9 звёзд за окно, тогда как у автора всего 8,638 подписчиков — эффективная аудитория ≈ 34,440. Это даёт surprise-индекс 0.000087 (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 12% OF 9558 FINDINGS

#200Nicolepcx/ai-agents-the-definitive-guide[ JUPYTER NOTEBOOK ]0.0978 #244zorost/AI-Engineering-Lab[ JUPYTER NOTEBOOK ]0.0731 #299Mengmouxu/SceneGen[ JUPYTER NOTEBOOK ]0.0543 #308gothmania/pytutor[ JUPYTER NOTEBOOK ]0.0522 #447xbsheng/atguigu-note[ JUPYTER NOTEBOOK ]0.0407

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9558 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 12%

VELOCITY3.005.67-2.67ABOVE 10%

RETENTION75.0%42.9%+32.1 PPABOVE 80%

FORKS267333-66ABOVE 45%

SURPRISE0.000.00-0.00ABOVE 6%