uvisbox.Modules.ConeGlyphs.cone_glyphs_stats

Module Contents

uvisbox.Modules.ConeGlyphs.cone_glyphs_stats.cone_glyphs_summary_statistics(ensemble_vectors, percentile)[source]

Compute vector depth statistics for 3D squid glyphs.

Parameters:

ensemble_vectors (numpy.ndarray) – Shape (n, m, 3) - Cartesian ensemble vectors
percentile (float) – Percentile of ensemble members to include based on depth ranking (0-100). Higher values include more vectors (larger glyphs showing more variation). For example, 50 includes the deepest 50%, 95 includes the deepest 95%, and 100 includes all vectors.

Returns:

stats_3d – Contains ensemble_spherical_vectors, depths, median_vectors, spread_min_vectors, spread_max_vectors, glyph_types, and num_glyphs.

Return type:

dict