Categorical sensor event stream --- door open/close, motion, temperature alerts with state-dependent transitions. Mostly quiet (value 0) with coupled event bursts
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.
Zipf–Mandelbrot (8-bit):zipf_alpha | +2.6z | bank-miss 1.4σ |
Fixed alphabet — only 5 distinct symbols across 16384 samples.








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| Nearest neighbor | Distance | |
|---|---|---|
| Poker Hands | 4.52 | |
| Neural Net (Pruned 90%) | 4.54 | cross-domain |
| Collatz Gap Lengths | 4.64 | cross-domain |
Zipf–Mandelbrot (16-bit) › Zipf–Mandelbrot (16-bit):zipf_alpha | rank 3/298 | 2.5555 |