This dashboard visualizes anomalies in the 69th Thai election, presenting the data through a choropleth dot map, a bar chart, a pie chart, and a scatter plot. It allows users to filter by election type (district vs. party-list) and by anomaly categories like reported problems, invalid ballots, and voter turnout. Built with D3 v7, the visualization uses SVG for rendering and includes interactive features like tooltips and modals to explore specific regions and parties. The data is loaded from a local CSV file, and the interface includes dynamic controls for sorting and chart mode selection.