DataTalksClub/data-engineering-zoomcamp — GitHub trend

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FINDING #6717 · UNIT ID 419661684

DataTalksClub/data-engineering-zoomcamp

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

[ JUPYTER NOTEBOOK ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.000854

ENGAGEMENT0.44

FRESHNESS1.30

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

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

2% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

29.43

ACCEL

+0.52

RETENTION

71.7%

PEAK 2026-08-25 · FORK-RETENTION 11.4% · 883 STARS / WINDOW

Author Audience

AUDIENCE

34,440

FOLLOWERS

8,634

OWNER ★

85,859

Engagement Signals

FORKS

8,802

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 883 / 883 (DIVERSITY 1.00)

Why This Is A Finding

DataTalksClub/data-engineering-zoomcamp собрал 883 звёзд за окно, тогда как у автора всего 8,634 подписчиков — эффективная аудитория ≈ 34,440. Это даёт surprise-индекс 0.000854 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 11.4% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 30% 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 30%

VELOCITY29.433.63+25.80ABOVE 93%

RETENTION71.7%24.8%+46.9 PPABOVE 99%

FORKS8,802120+8,682ABOVE 99%

SURPRISE0.000.01-0.01ABOVE 14%