This dashboard visualizes anomalies in Thailand’s 69th election, mapping problem districts across the country. It presents an interactive SVG map built with D3 v7, where each district is drawn as a grid of small rectangles via raw coordinate data, alongside a bar chart ranking districts by issue count. Users switch between map views using tabs, with a stepped color legend indicating severity. The code uses D3 selections, scales, and SVG rendering to generate both the custom low-level map and the chart.