FINDING #9325 · UNIT ID 795302779
piyushsachdeva/CKA-2024
This repository contains the notes and code snippets of the CKA 2025 YouTube Playlist. The content is based on the latest 2025 curriculum and includes hands-on demos, assignments, and exam-based scenarios. I will be covering everything from the basics to the advanced level.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
1% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S3 · MORE FORKS THAN STARS
Growth Telemetry
VELOCITY /D
1.43
ACCEL
-0.14
RETENTION
38.9%
PEAK 2026-08-05 · FORK-RETENTION 70.0% · 10 STARS / WINDOW
Author Audience
AUDIENCE
2,768
FOLLOWERS
2,328
OWNER ★
4,402
Engagement Signals
FORKS
1,921
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 10 / 10 (DIVERSITY 1.00)
Why This Is A Finding
piyushsachdeva/CKA-2024 собрал 10 звёзд за окно, тогда как у автора всего 2,328 подписчиков — эффективная аудитория ≈ 2,768. Это даёт surprise-индекс 0.000509 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 70.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 4% OF 9726 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9726 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 4%
VELOCITY1.433.43-2.00ABOVE 0%
RETENTION38.9%33.3%+5.6 PPABOVE 56%
FORKS1,921130+1,791ABOVE 94%
SURPRISE0.000.01-0.01ABOVE 12%