Sensor Event Stream

exotic · 36 views
exotic

What It Is

Categorical sensor event stream --- door open/close, motion, temperature alerts with state-dependent transitions. Mostly quiet (value 0) with coupled event bursts

Interpretation

Standard analysis sees: heavy-tailed; right-skewed; few distinct values; multifractal; low-dimensional. The atlas finds no named structure, but the source is distinctively extreme on Zipf–Mandelbrot (8-bit):zipf_alpha (+2.6z) — beyond what the standard bank predicts for it. It sits beside Collatz Gap Lengths in the atlas (standard-bank rank 22) — a neighbor conventional features miss.

What standard analysis sees
tail heaviness0.88
asymmetry0.95
occupancy0.03
short-range corr0.44
long-range memory0.56
spectral colour0.55
periodicity0.26
complexity0.24
time-irreversibility0.15
volatility clustering0.43
multifractality0.94
dimensionality0.07
nonstationarity0.59
What the atlas adds
Atlas-extreme metrics the standard bank can’t predict for this source
Zipf–Mandelbrot (8-bit):zipf_alpha+2.6zbank-miss 1.4σ

Composition

dtypeuint8
range[0, 250]
unique values5 / 16384
mean ± std17.9 ± 45.4

Fixed alphabet — only 5 distinct symbols across 16384 samples.

Render Gallery

Atlas Position

Nearest neighborDistance
Poker Hands4.52
Neural Net (Pruned 90%)4.54cross-domain
Collatz Gap Lengths4.64cross-domain

Open in Atlas →

Which Geometries Light Up

Zipf–Mandelbrot (16-bit)Zipf–Mandelbrot (16-bit):zipf_alpharank 3/2982.5555
in geophysics
alphabetical
← / → within domain · ⇧← / ⇧→ alphabetical · ⇧← / ⇧→ inside an open render = same view across sources