A dashboard visualizes election irregularities across Thai provinces, displaying which districts show problems, with tabs for problematic areas, invalid ballots, and voter turnout. The summary card shows counts of affected districts, while a bivariate choropleth map uses color matrices to combine irregularity levels with margin of victory. D3 v7 with SVG renders the map and a filtered bar chart, with interactive tab switching and tooltips providing district details.