This dashboard analyzes Thai election irregularities across provinces, combining multiple D3 v7 visualizations. It shows the correlation between vote margins, reported problems, invalid ballots, and voter turnout. The interface includes a bar chart for comparing district-level metrics, a pie chart showing party proportions, a scatterplot mapping vote differentials against problem counts, and a bivariate choropleth map colored by anomaly severity and winning margin. All charts use the CSV data file with interactive tooltips, party-specific color coding, and animated transitions.