Zipf Distribution

exotic · 36 views
exotic

What It Is

IID draws from Zipf/power-law distribution --- steep rank-frequency, heavy right tail

Interpretation

Standard analysis sees: aperiodic / broadband; high-complexity (noise-like). The atlas detects no named structure beyond this. It sits beside Entanglement Entropy in the atlas (standard-bank rank 46) — a neighbor conventional features miss.

What standard analysis sees
tail heaviness0.72
asymmetry0.84
occupancy0.58
short-range corr0.32
long-range memory0.32
spectral colour0.74
periodicity0.04
complexity0.90
time-irreversibility0.70
volatility clustering0.32
multifractality0.32
dimensionality0.67
nonstationarity0.29
What the atlas adds

Nothing beyond the standard reading — this source’s structure is already captured by standard features; the atlas adds no named residual.

Composition

dtypefloat64
range[0.5266, 2.834]
unique values16384 / 16384
mean ± std0.935 ± 0.356

Render Gallery

Atlas Position

Nearest neighborDistance
Benford's Law2.78cross-domain
Poisson Spacings2.90cross-domain
GOE Spacings3.02cross-domain

Open in Atlas →

Which Geometries Light Up

Level StatisticsLevel Statistics:wd_classificationrank 4/2980.2723
NonstationarityNonstationarity:trajectory_dimrank 1/2980.8359
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