FINDING #5332 · 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)
2% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
6.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-08-28 · FORK-RETENTION 0.0% · 6 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 6 / 6 (DIVERSITY 1.00)
Why This Is A Finding
JohnMwendwa/free-ai-resources собрал 6 звёзд за окно, тогда как у автора всего 41,496 подписчиков — эффективная аудитория ≈ 41,911. Это даёт surprise-индекс 0.000143 (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 10% OF 5892 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 10%
VELOCITY6.009.00-3.00ABOVE 17%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS19433-414ABOVE 11%
SURPRISE0.000.01-0.01ABOVE 7%