FINDING #6309 · UNIT ID 1142253993
microsoft/iq-series
The IQ Series is a hands-on learning experience for Microsoft IQ: Microsoft's unified intelligence layer for the enterprise, spanning Foundry IQ, Work IQ, and Fabric IQ. The series includes video episodes, Jupyter notebooks, and Azure deployment templates.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
68% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
2.42
ACCEL
-0.02
RETENTION
12.8%
PEAK 2026-05-30 · FORK-RETENTION 0.0% · 218 STARS / WINDOW
Author Audience
AUDIENCE
3,715,595
FOLLOWERS
125,251
OWNER ★
2,681,527
Engagement Signals
FORKS
231
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 218 / 218 (DIVERSITY 1.00)
Why This Is A Finding
microsoft/iq-series собрал 218 звёзд за окно, тогда как у автора всего 125,251 подписчиков — эффективная аудитория ≈ 3,715,595. Это даёт surprise-индекс <0.000001 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 1% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 1%
VELOCITY2.423.99-1.57ABOVE 28%
RETENTION12.8%17.1%-4.4 PPABOVE 39%
FORKS23190+142ABOVE 74%
SURPRISE0.000.01-0.01ABOVE 0%