FINDING #8974 · 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)
4% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
1.57
ACCEL
+0.89
RETENTION
66.7%
PEAK 2026-08-28 · FORK-RETENTION 0.0% · 11 STARS / WINDOW
Author Audience
AUDIENCE
42,092
FOLLOWERS
41,674
OWNER ★
4,177
Engagement Signals
FORKS
19
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 11 / 11 (DIVERSITY 1.00)
Why This Is A Finding
JohnMwendwa/free-ai-resources собрал 11 звёзд за окно, тогда как у автора всего 41,674 подписчиков — эффективная аудитория ≈ 42,092. Это даёт surprise-индекс 0.0000373 (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 9771 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9771 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 8%
VELOCITY1.573.71-2.14ABOVE 7%
RETENTION66.7%39.3%+27.3 PPABOVE 86%
FORKS1991-72ABOVE 19%
SURPRISE0.000.01-0.01ABOVE 3%