DataTalksClub/data-engineering-zoomcamp — GitHub trend

FINDING #3269 · UNIT ID 419661684

DataTalksClub/data-engineering-zoomcamp

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼

[ JUPYTER NOTEBOOK ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00162

ENGAGEMENT0.29

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

54.00

ACCEL

0.00

RETENTION

0.0%

PEAK 2026-07-14 · FORK-RETENTION 0.0% · 54 STARS / WINDOW

Author Audience

AUDIENCE

33,246

FOLLOWERS

8,308

OWNER ★

83,148

Engagement Signals

FORKS

8,583

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 54 / 54 (DIVERSITY 1.00)

Why This Is A Finding

DataTalksClub/data-engineering-zoomcamp собрал 54 звёзд за окно, тогда как у автора всего 8,308 подписчиков — эффективная аудитория ≈ 33,246. Это даёт surprise-индекс 0.00162 (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 46% OF 6024 FINDINGS

#336lit26/finvizfinance[ JUPYTER NOTEBOOK ]0.0314 #633lyogavin/airllm[ JUPYTER NOTEBOOK ]0.0142 #738Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.0116 #755Nicolepcx/ai-agents-the-definitive-guide[ JUPYTER NOTEBOOK ]0.0112 #838larymak/Python-project-Scripts[ JUPYTER NOTEBOOK ]0.00962

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 46%

VELOCITY54.009.00+45.00ABOVE 92%

RETENTION0.0%0.0%0.0 PPABOVE 0%

FORKS8,583495+8,088ABOVE 95%

SURPRISE0.000.00-0.00ABOVE 29%