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

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FINDING #8517 · 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

SURPRISE0.0000561

ENGAGEMENT0.70

FRESHNESS1.22

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

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

6% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

1.93

ACCEL

+0.21

RETENTION

21.4%

PEAK 2026-08-25 · FORK-RETENTION 16.7% · 58 STARS / WINDOW

Author Audience

AUDIENCE

34,448

FOLLOWERS

8,638

OWNER ★

85,859

Engagement Signals

FORKS

267

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 58 / 58 (DIVERSITY 1.00)

Why This Is A Finding

DataTalksClub/stock-markets-analytics-zoomcamp собрал 58 звёзд за окно, тогда как у автора всего 8,638 подписчиков — эффективная аудитория ≈ 34,448. Это даёт surprise-индекс 0.0000561 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 16.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 11% OF 9591 FINDINGS

#195xbsheng/atguigu-note[ JUPYTER NOTEBOOK ]0.0835 #329lyogavin/airllm[ JUPYTER NOTEBOOK ]0.0381 #347gmonce/scikit-learn-book[ JUPYTER NOTEBOOK ]0.0371 #564raiyanyahya/how-to-train-your-gpt[ JUPYTER NOTEBOOK ]0.029 #874Mengmouxu/SceneGen[ JUPYTER NOTEBOOK ]0.0224

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 11%

VELOCITY1.933.63-1.70ABOVE 17%

RETENTION21.4%24.8%-3.4 PPABOVE 43%

FORKS267120+147ABOVE 70%

SURPRISE0.000.01-0.01ABOVE 4%