# ClusterRadar: An interactive web-tool for the multi-method exploration of spatial clusters over time

## TL;DR

ClusterRadar is a web tool that helps users explore and compare spatial clusters over time using multiple methods and interactive visualizations.

## Contribution

The novelty lies in its unique support for longitudinal analysis and multi-method comparison of spatial clusters through interactive visualizations.

## Key findings

- ClusterRadar enables easy clustering with multiple methods and direct comparison of results.
- The tool supports various geospatial formats and ensures data privacy by operating entirely in the browser.
- Linked interactive visualizations help users explore spatiotemporal patterns effectively.

## Abstract

Spatial cluster analysis is crucial for understanding localized patterns in geospatial data, with wide-ranging applications for scientific discovery and decision-making. However, the dynamic nature of spatial clusters and the diverse range of clustering methods available can make analysis and interpretation challenging. We introduce ClusterRadar, a web-based tool designed to streamline this process by uniquely prioritizing longitudinal analysis and multi-method comparison of spatial clusters. It empowers users to easily perform clustering with multiple methods, directly compare results, and visualize spatiotemporal patterns through a novel design of linked interactive visualizations. ClusterRadar aims to maximize utility to a broad user base by supporting various geospatial formats and executing entirely within the browser to ensure data privacy. ClusterRadar is available at https://episphere.github.io/ClusterRadar.