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This tutorial focuses on visualizing intensity, particularly through spatial heterogeneity using heat maps or kernel density functions. Previous assumptions included spatial homogeneity in the Poisson process, where intensity is constant everywhere. Spatial heterogeneity occurs when intensity varies with location, requiring a method to determine intensity at different locations.