Sine Wave

waveform · 36 views
waveform

What It Is

Pure sinusoid --- perfectly periodic, single-frequency, minimal complexity. The baseline for all oscillatory comparisons

Interpretation

Standard analysis sees: bounded / light-tailed; smooth / autocorrelated; long-range memory (persistent); strongly periodic; low-complexity (predictable, not noise-like); volatility-clustering (bursty); low-dimensional. The atlas finds no named structure, but the source is distinctively extreme on Nonstationarity:dynamic_coupling (+2.5z) — beyond what the standard bank predicts for it.

What standard analysis sees
tail heaviness0.11
asymmetry0.50
occupancy0.79
short-range corr0.98
long-range memory0.96
spectral colour0.20
periodicity0.99
complexity0.05
time-irreversibility0.43
volatility clustering0.98
multifractality0.75
dimensionality0.10
nonstationarity0.35
What the atlas adds
Atlas-extreme metrics the standard bank can’t predict for this source
Nonstationarity:dynamic_coupling+2.5zbank-miss 2.7σ
Nonstationarity:trajectory_dim-2.1zbank-miss 2.7σ

Composition

dtypefloat64
range[-1, 1]
unique values16384 / 16384
mean ± std-0.00488 ± 0.708

Render Gallery

Atlas Position

Nearest neighborDistance
Damped Pendulum2.56cross-domain
Period-Doubled Wave2.77
Duffing Oscillator3.17cross-domain

Open in Atlas →

Which Geometries Light Up

Attractor ReconstructionAttractor Reconstruction:d2_saturationrank 5/2980.9958
Catch24Catch24:FC_LocalSimple_mean1_tauresratrank 3/2981.0003
Catch24Catch24:CO_Embed2_Dist_tau_d_expfit_meandiffrank 298/2980.0000
ChladniChladni:captured_power_fractionrank 298/2980.0001
Gottwald-MelbourneGottwald-Melbourne:radial_spectral_structurerank 5/2980.9996
Hodge–LaplacianHodge–Laplacian:curl_div_ratiorank 1/2987.0095
Hodge–LaplacianHodge–Laplacian:solenoidal_fractionrank 1/2980.9989
H² × ℝ (Thurston)H² × ℝ (Thurston):hyperbolic_variancerank 5/2983.3126
Hölder RegularityHölder Regularity:hurst_exponentrank 3/2980.9334
Hölder RegularityHölder Regularity:increment_autocorrelationrank 3/2980.9995
LaplacianLaplacian:cross_scale_curvature_coherencerank 2/2980.9995
LaplacianLaplacian:curvature_autocorrelationrank 2/2980.9995
LaplacianLaplacian:biharmonic_ratiorank 298/2980.0000
Multifractal SpectrumMultifractal Spectrum:hurst_estimaterank 3/2980.9177
Navier-StokesNavier-Stokes:intermittency_autocorrrank 3/2980.9996
Navier-StokesNavier-Stokes:sl_fit_qualityrank 298/298-1.0000
NonstationarityNonstationarity:dynamic_couplingrank 5/2986.7164
Spectral AnalysisSpectral Analysis:phase_coherencerank 3/2980.9812
Spectral AnalysisSpectral Analysis:spectral_r2rank 5/2980.9594
SymplecticSymplectic:flux_sign_persistencerank 4/298288.8150
Visibility GraphVisibility Graph:degree_exponent_gammarank 294/2980.3237
Wavelet CascadeWavelet Cascade:scale_gini_dispersionrank 294/2980.0078
p-Variationp-Variation:increment_persistencerank 2/2980.9999
p-Variationp-Variation:volatility_clusteringrank 3/2980.9996
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