This interactive scatter plot visualizes the Iris dataset, allowing users to compare any two numeric attributes by selecting them from dropdown menus for the x- and y-axes. The chart renders data points as SVG circles using React components and D3 scales (scaleLinear, extent) for positioning. Axis components generate ticks and labels, while menu options dynamically update the displayed dimensions. The visualization uses React state to manage selected attributes and d3.csv to load the data, with axis formatting applied via d3.format.