This beeswarm chart visualizes WHO suicide statistics, showing each country as a circle positioned along a horizontal axis by either total deaths or per-capita deaths, with color encoding continent. Interactive buttons switch between linear and logarithmic scales, while checkboxes toggle continent visibility. The visualization uses d3.forceSimulation with forceX, forceY, and forceCollide to arrange circles into clusters, and d3.axisBottom renders the x-axis. The React-built interface animates transitions between chart states, with tooltips appearing on hover.