FINDING #9506 · 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
1.57
ACCEL
-0.00
RETENTION
50.0%
PEAK 2026-10-05 · FORK-RETENTION 50.0% · 11 STARS / WINDOW
Author Audience
AUDIENCE
2,898
FOLLOWERS
2,437
OWNER ★
4,605
Engagement Signals
FORKS
2,002
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 11 / 11 (DIVERSITY 1.00)
Why This Is A Finding
piyushsachdeva/CKA-2024 собрал 11 звёзд за окно, тогда как у автора всего 2,437 подписчиков — эффективная аудитория ≈ 2,898. Это даёт surprise-индекс 0.000535 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 50.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 3% OF 9775 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9775 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 3%
VELOCITY1.573.57-2.00ABOVE 7%
RETENTION50.0%40.0%+10.0 PPABOVE 61%
FORKS2,002108+1,894ABOVE 96%
SURPRISE0.000.01-0.01ABOVE 11%