Geographically-informed hierarchical clustering on climate change awareness data yields more stable and compact country groups than non-spatial clustering, with Western nations showing high awareness and Asian, African, and Middle Eastern nations showing lower awareness with greater variability.
Comparing clusterings and numbers of clusters by aggregation of calibrated clustering validity indexes
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Mapping climate change awareness through spatial hierarchical clustering
Geographically-informed hierarchical clustering on climate change awareness data yields more stable and compact country groups than non-spatial clustering, with Western nations showing high awareness and Asian, African, and Middle Eastern nations showing lower awareness with greater variability.