DataTalksClub/data-engineering-zoomcamp — GitHub trend

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FINDING #816 · 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

SURPRISE0.000051

ENGAGEMENT0.47

FRESHNESS1.30

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

1.84

ACCEL

-0.02

RETENTION

4.4%

PEAK 2026-05-30 · FORK-RETENTION 54.7% · 332 STARS / WINDOW

Author Audience

AUDIENCE

36,126

FOLLOWERS

9,203

OWNER ★

88,599

Engagement Signals

FORKS

8,969

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 331 / 332 (DIVERSITY 1.00)

Why This Is A Finding

DataTalksClub/data-engineering-zoomcamp собрал 332 звёзд за окно, тогда как у автора всего 9,203 подписчиков — эффективная аудитория ≈ 36,126. Это даёт surprise-индекс 0.000051 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 54.7% и 1 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 18% OF 997 FINDINGS

#204Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.00195 #419oracle-devrel/oracle-ai-developer-hub[ JUPYTER NOTEBOOK ]0.000585 #424lyogavin/airllm[ JUPYTER NOTEBOOK ]0.000568 #615patchy631/ai-engineering-hub[ JUPYTER NOTEBOOK ]0.000217 #621AccumulateMore/CV[ JUPYTER NOTEBOOK ]0.000207

METRICS IN CONTEXT

MEDIAN ACROSS ALL 997 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 18%

VELOCITY1.842.66-0.81ABOVE 22%

RETENTION4.4%5.6%-1.2 PPABOVE 40%

FORKS8,9692,332+6,637ABOVE 83%

SURPRISE0.000.00-0.00ABOVE 16%