Digits of pi in base 256 --- conjectured normal (equidistributed), but entirely deterministic. Passes most statistical randomness tests
Standard analysis sees: rich, high-entropy values; aperiodic / broadband; high-complexity (noise-like); homoskedastic; monofractal; high-dimensional / space-filling. The atlas detects no named structure beyond this.
Nothing beyond the standard reading — this source’s structure is already captured by standard features; the atlas adds no named residual.








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| Nearest neighbor | Distance | |
|---|---|---|
| MT19937 (Mersenne Twister) | 1.87 | cross-domain |
| AES Encrypted | 1.87 | cross-domain |
| Golden Ratio Digits | 1.94 |
2-adic › 2-adic:multiscale_markov_predictability | rank 297/298 | 0.0267 |
Cantor Set › Cantor Set:jump_entropy | rank 295/298 | 0.0553 |
Catch24 › Catch24:SB_TransitionMatrix_3ac_sumdiagcov | rank 294/298 | 0.0000 |
Gottwald-Melbourne › Gottwald-Melbourne:radial_spectral_structure | rank 294/298 | 0.4376 |
Higher-Order Statistics › Higher-Order Statistics:perm_entropy | rank 1/298 | 0.9994 |
Ordinal Partition › Ordinal Partition:statistical_complexity | rank 298/298 | 0.0003 |
Predictability › Predictability:sample_entropy | rank 4/298 | 2.2151 |
Spectral Analysis › Spectral Analysis:spectral_r2 | rank 294/298 | 0.0000 |
Zipf–Mandelbrot (8-bit) › Zipf–Mandelbrot (8-bit):bigram_predictability | rank 295/298 | 0.0106 |