FINDING #1682 · UNIT ID 994355995
deepakkumar-platform/DevOps-Learn-By-Doing
From Linux to Kubernetes: a curated, community-driven collection of free DevOps labs, challenges, and end-to-end projects—learn by doing and build real-world skills, not just read theory.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
15% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
2.02
ACCEL
-0.01
RETENTION
21.1%
PEAK 2026-05-19 · FORK-RETENTION 0.0% · 182 STARS / WINDOW
Author Audience
AUDIENCE
174
FOLLOWERS
54
OWNER ★
1,196
Engagement Signals
FORKS
159
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 182 / 182 (DIVERSITY 1.00)
Why This Is A Finding
deepakkumar-platform/DevOps-Learn-By-Doing собрал 182 звёзд за окно, тогда как у автора всего 54 подписчиков — эффективная аудитория ≈ 174. Это даёт surprise-индекс 0.00947 (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 74% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 74%
VELOCITY2.023.99-1.97ABOVE 18%
RETENTION21.1%17.1%+3.9 PPABOVE 59%
FORKS15990+70ABOVE 65%
SURPRISE0.010.01-0.00ABOVE 44%