Used for diagnosing geometry and dynamics of the isomap.
Local geometric and dynamical diagnostics of the Isomap embedding. Panels show observation density, covariance structure, tangent coherence, trajectory speed, dominant transitions, and residence time. The manifold contains a persistent high-density core near Component 1 ≈ 0 characterized by long residence times and slow evolution, surrounded by lower-density branches with more coherent directional transitions.