This interactive scatter plot explores the College Dataset, showing relationships between academic metrics like enrollment, admissions, and faculty qualifications. Users dynamically select which attributes appear on the x and y axes using React dropdown menus, while the color legend distinguishes public versus private institutions. Built with React and D3 v5, the visualization uses `scaleLinear` and `scaleOrdinal` for positioning and coloring, rendering as SVG. Hovering over legend items filters the displayed points and fades non-matching data, providing an interactive way to compare institutional characteristics.