DataFabric-Academy/ms-fabric-data-science — GitHub trend

FINDING #68 · UNIT ID 1366811090

DataFabric-Academy/ms-fabric-data-science

Hands-on Microsoft Fabric Data Science labs (FreshMart churn) with Thai study notes, PySpark/MLflow, and DP-604-aligned learning path.

[ JUPYTER NOTEBOOK ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.082

ENGAGEMENT0.21

FRESHNESS1.01

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

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

19% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

6.00

ACCEL

+9.00

RETENTION

0.0%

PEAK 2026-09-16 · FORK-RETENTION 0.0% · 18 STARS / WINDOW

Author Audience

AUDIENCE

FOLLOWERS

OWNER ★

116

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 18 / 18 (DIVERSITY 1.00)

Why This Is A Finding

DataFabric-Academy/ms-fabric-data-science собрал 18 звёзд за окно, тогда как у автора всего 5 подписчиков — эффективная аудитория ≈ 33. Это даёт surprise-индекс 0.082 (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 91% OF 797 FINDINGS

#379Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.000657 #619lyogavin/airllm[ JUPYTER NOTEBOOK ]0.000103 #678elizabetht/100-days-of-inference[ JUPYTER NOTEBOOK ]0.0000477 #768microsoft/generative-ai-for-beginners[ JUPYTER NOTEBOOK ]0.00000148 #775microsoft/AI-For-Beginners[ JUPYTER NOTEBOOK ]<0.000001

METRICS IN CONTEXT

MEDIAN ACROSS ALL 797 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.020.00+0.02ABOVE 91%

VELOCITY6.004.67+1.33ABOVE 61%

RETENTION0.0%0.0%0.0 PPABOVE 0%

FORKS3763-760ABOVE 3%

SURPRISE0.080.00+0.08ABOVE 95%