This scatterplot visualizes shopping habits by plotting purchase amount in USD against customer review ratings. Each point encodes the number of previous purchases through its radius and the shopping season (Summer, Fall, Winter, or Spring) through its color. The visualization uses D3.js scales and axis components, with circles rendered via SVG selections. Data comes from the @mjmacgregor/shoppinghabits package, and the chart includes labeled axes and a white inner rectangle behind the plotted points.