FINDING #9204 · UNIT ID 989062009
JohnMwendwa/free-ai-resources
A curated collection of free, high-quality resources for learning about AI, including ML, deep learning, generative AI, natural language processing, data science, prompt engineering & AI ethics. It provides links to courses, tutorials and guides from reputable platforms to help learners and practitioners at all levels expand their knowledge in AI
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
14% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
1.50
ACCEL
+0.01
RETENTION
9.8%
PEAK 2026-10-02 · FORK-RETENTION 0.0% · 45 STARS / WINDOW
Author Audience
AUDIENCE
45,145
FOLLOWERS
44,691
OWNER ★
4,542
Engagement Signals
FORKS
19
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 45 / 45 (DIVERSITY 1.00)
Why This Is A Finding
JohnMwendwa/free-ai-resources собрал 45 звёзд за окно, тогда как у автора всего 44,691 подписчиков — эффективная аудитория ≈ 45,145. Это даёт surprise-индекс 0.0000332 (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 5% OF 9675 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9675 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 5%
VELOCITY1.503.80-2.30ABOVE 0%
RETENTION9.8%20.3%-10.5 PPABOVE 24%
FORKS19138-119ABOVE 13%
SURPRISE0.000.01-0.01ABOVE 3%