DataTalksClub/data-engineering-zoomcamp — GitHub trend

FINDING #3644 · 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

SURPRISE0.0015

ENGAGEMENT0.20

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

50.00

ACCEL

-13.00

RETENTION

77.1%

PEAK 2026-07-13 · FORK-RETENTION 0.0% · 150 STARS / WINDOW

Author Audience

AUDIENCE

33,246

FOLLOWERS

8,308

OWNER ★

83,148

Engagement Signals

FORKS

8,583

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 150 / 150 (DIVERSITY 1.00)

Why This Is A Finding

DataTalksClub/data-engineering-zoomcamp собрал 150 звёзд за окно, тогда как у автора всего 8,308 подписчиков — эффективная аудитория ≈ 33,246. Это даёт surprise-индекс 0.0015 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 27% OF 5024 FINDINGS

#704lit26/finvizfinance[ JUPYTER NOTEBOOK ]0.0141 #792CalvinXKY/InfraTech[ JUPYTER NOTEBOOK ]0.0125 #1029Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.00919 #1065Dashboard-Design/Power-BI-Design-Files[ JUPYTER NOTEBOOK ]0.00886 #1263lyogavin/airllm[ JUPYTER NOTEBOOK ]0.00734

METRICS IN CONTEXT

MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 27%

VELOCITY50.006.67+43.33ABOVE 92%

RETENTION77.1%46.5%+30.6 PPABOVE 82%

FORKS8,583116+8,467ABOVE 99%

SURPRISE0.000.01-0.01ABOVE 15%