FINDING #8776 · 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)
38% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
3.33
ACCEL
+0.18
RETENTION
5.8%
PEAK 2026-08-19 · FORK-RETENTION 0.0% · 100 STARS / WINDOW
Author Audience
AUDIENCE
41,911
FOLLOWERS
41,496
OWNER ★
4,153
Engagement Signals
FORKS
19
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 100 / 100 (DIVERSITY 1.00)
Why This Is A Finding
JohnMwendwa/free-ai-resources собрал 100 звёзд за окно, тогда как у автора всего 41,496 подписчиков — эффективная аудитория ≈ 41,911. Это даёт surprise-индекс 0.0000795 (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 8% OF 9591 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 8%
VELOCITY3.333.63-0.30ABOVE 46%
RETENTION5.8%24.8%-19.0 PPABOVE 13%
FORKS19120-101ABOVE 14%
SURPRISE0.000.01-0.01ABOVE 4%