Spatial Clustering Analysis

Identifying hotspots and high-density complaint clusters across Ahmedabad

Cluster Density
> 50 Complaints
20-50 Complaints
< 20 Complaints

Clustering Engine Initializing

Analyzing geospatial data patterns...

Analysis Settings
Active Clusters

12

Detected in last 24h

What is Cluster Mapping?

Unlike a Heat Map which shows intensity across a continuous surface, a Cluster Map groups individual data points together based on their proximity. This allows municipal officers to identify specific "problem pockets" where multiple related complaints are originating from the same neighborhood or street.

Resource Allocation

Deploy teams to high-density clusters first for maximum impact.

Trend Identification

Spot emerging issues before they spread to other zones.

Precision Planning

Target specific infrastructure repairs based on local grievance clusters.

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