IID uniform random floats in [0,1) --- the null model, maximum entropy with zero sequential correlation
Standard analysis sees: rich, high-entropy values; high-complexity (noise-like); homoskedastic; high-dimensional / space-filling. The atlas finds no named structure, but the source is distinctively extreme on Zipf–Mandelbrot (8-bit):zipf_r_squared (-2.8z) — beyond what the standard bank predicts for it.
Zipf–Mandelbrot (8-bit):zipf_r_squared | -2.9z | bank-miss 1.6σ |








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

/barcode/White_Noise.png)
/d_curve/White_Noise.png)








/phi_spectrum/White_Noise.png)










/default/White_Noise.png)
/default/White_Noise.png)


| Nearest neighbor | Distance | |
|---|---|---|
| glibc LCG | 1.32 | cross-domain |
| RANDU | 1.55 | cross-domain |
| XorShift32 | 1.55 | cross-domain |
2-adic › 2-adic:mean_distance | rank 1/298 | 0.6683 |
Predictability › Predictability:cond_entropy_k1 | rank 5/298 | 2.9976 |