geosnap.analyze.analytics.ward_spatial

geosnap.analyze.analytics.ward_spatial(X, w, n_clusters=5, **kwargs)[source]
Agglomerative clustering using Ward linkage with a spatial connectivity

constraint

Parameters
Xarray-like

n x k attribute data

wPySAL W instance

spatial weights matrix

n_clustersint, optional, default: 5

The number of clusters to form.

Returns
model: sklearn AgglomerativeClustering instance