This interactive scatter plot visualizes the Auto MPG dataset from the UCI Machine Learning Repository, showing relationships between numeric car attributes such as weight, horsepower, and acceleration. Users adjust dropdown menus to select which columns map to the X and Y axes, and the scatter plot transitions with 2-second animations as new column pairings are selected. The visualization uses d3.v5 with SVG rendering, employing d3.scaleLinear, d3.axisLeft, d3.axisBottom, and d3.transition to update circles, axis labels, and menu selections dynamically.