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GeoCluster

Detect spatial clusters and hotspots in geographic point data

Data & Analytics
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GeoCluster

Detect spatial clusters and hotspots in geographic point data

GeoCluster applies DBSCAN, HDBSCAN, Getis-Ord Gi*, and kernel density estimation to geographic point datasets to identify statistically significant spatial clusters and hotspots. The tool handles edge effects at study area boundaries, adjusts for underlying population density to distinguish true hotspots from population artifacts, and produces publication-quality maps with confidence contours. Epidemiologists, criminologists, and urban planners use it to identify areas requiring targeted intervention.

Key Features

  • DBSCAN/HDBSCAN clustering
  • Getis-Ord Gi* analysis
  • Population density adjustment
  • Edge effect handling
  • Confidence contour mapping
#spatial-analysis#hotspot-detection#gis#geographic-clustering

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