Codon Usage

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bio

What It Is

Synthetic coding DNA --- nucleotide triplets (codons) with Zipf-like usage bias and weak Markov transitions, emitted as raw ASCII bases (A=65, C=67, G=71, T=84)

Interpretation

Standard analysis sees: few distinct values; homoskedastic; monofractal. The atlas finds no named structure, but the source is distinctively extreme on Spectral Graph:spectral_dim (+2.9z) — beyond what the standard bank predicts for it.

What standard analysis sees
tail heaviness0.35
asymmetry0.81
occupancy0.13
short-range corr0.19
long-range memory0.44
spectral colour0.81
periodicity0.19
complexity0.70
time-irreversibility0.70
volatility clustering0.08
multifractality0.11
dimensionality0.43
nonstationarity0.32
What the atlas adds
Atlas-extreme metrics the standard bank can’t predict for this source
Spectral Graph:spectral_dim+2.9zbank-miss 1.5σ
Marginal:tail_occupancy_r1_5+2.5zbank-miss 1.8σ

Composition

dtypeuint8
range[65, 84]
unique values4 / 16384
mean ± std71.3 ± 7.3

Fixed alphabet — only 4 distinct symbols across 16384 samples.

Render Gallery

Atlas Position

Nearest neighborDistance
DNA SARS-CoV-22.68
DNA Phage Lambda2.69
DNA Human2.82

Open in Atlas →

Which Geometries Light Up

MarginalMarginal:tail_occupancy_r1_5rank 3/2980.2295
← (first)in waveform
alphabetical
← / → within domain · ⇧← / ⇧→ alphabetical · ⇧← / ⇧→ inside an open render = same view across sources