A choropleth map colors US states by 2023 population estimates using a sequential logarithmic blue scale. The visualization loads TopoJSON state boundaries from us-atlas, projects them with d3.geoAlbersUsa, and renders each state as an SVG path via d3.geoPath. Hovering reveals a tooltip with the state name and formatted population, while the embedded Census Bureau data drives the fill colors.