This interactive dashboard visualizes potential irregularities in the 69th Thai election across 400 districts, using CSV data covering district and party-list results. The interface combines a scrollable bar chart of problem counts, a donut chart showing winning party shares, a scatter plot correlating vote margin ratios with problem reports, and a spatial grid map. Built with D3 v7, the visualization features interactive radio buttons for election type, sortable bar sections, and tooltips, all styled with Sarabun typography and a responsive layout.