IID draws from Zipf/power-law distribution --- steep rank-frequency, heavy right tail
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.
Nothing beyond the standard reading — this source’s structure is already captured by standard features; the atlas adds no named residual.








_(centered)/signed_log_z/Zipf_Distribution.png)
_(centered)/xy_path/Zipf_Distribution.png)

/barcode/Zipf_Distribution.png)
/d_curve/Zipf_Distribution.png)








/phi_spectrum/Zipf_Distribution.png)










/default/Zipf_Distribution.png)
/default/Zipf_Distribution.png)


| Nearest neighbor | Distance | |
|---|---|---|
| Benford's Law | 2.78 | cross-domain |
| Poisson Spacings | 2.90 | cross-domain |
| GOE Spacings | 3.02 | cross-domain |
Level Statistics › Level Statistics:wd_classification | rank 4/298 | 0.2723 |
Nonstationarity › Nonstationarity:trajectory_dim | rank 1/298 | 0.8359 |