This interactive scatter plot visualizes the Auto MPG dataset from the UCI Machine Learning Repository, showing relationships between car attributes such as horsepower, weight, and acceleration. Two dropdown menus let users select which numeric columns to plot on the x and y axes. The visualization uses d3.v5 with scales, axes, and transitions that animate circles into position when data changes. SVG rendering with gridlines and labeled axes provides clear comparison of the selected variables.