DataTalksClub/data-engineering-zoomcamp — GitHub trend

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FINDING #3655 · 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

SURPRISE0.00058

ENGAGEMENT0.44

FRESHNESS1.00

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

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

0% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

20.00

ACCEL

0.00

RETENTION

0.0%

PEAK 2026-08-29 · FORK-RETENTION 0.0% · 20 STARS / WINDOW

Author Audience

AUDIENCE

34,465

FOLLOWERS

8,640

OWNER ★

85,925

Engagement Signals

FORKS

8,808

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 20 / 20 (DIVERSITY 1.00)

Why This Is A Finding

DataTalksClub/data-engineering-zoomcamp собрал 20 звёзд за окно, тогда как у автора всего 8,640 подписчиков — эффективная аудитория ≈ 34,465. Это даёт surprise-индекс 0.00058 (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 29% OF 5124 FINDINGS

#102Nicolepcx/ai-agents-the-definitive-guide[ JUPYTER NOTEBOOK ]0.16 #184KAUST-Academy/Artificial-Intelligence-Courses[ JUPYTER NOTEBOOK ]0.0842 #190gothmania/pytutor[ JUPYTER NOTEBOOK ]0.0809 #354Longistamina/DataScience_MachineLearning[ JUPYTER NOTEBOOK ]0.033 #887lyogavin/airllm[ JUPYTER NOTEBOOK ]0.0099

METRICS IN CONTEXT

MEDIAN ACROSS ALL 5124 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 29%

VELOCITY20.009.00+11.00ABOVE 77%

RETENTION0.0%0.0%0.0 PPABOVE 0%

FORKS8,808420+8,388ABOVE 95%

SURPRISE0.000.01-0.01ABOVE 15%