A scatter plot of the Iris dataset displays the relationship between two selected attributes, with each of the three species represented by a distinct color. Interactive dropdown menus allow the user to change which numerical attributes are plotted on the x- and y-axes. The visualization is built with React and D3 version 5, using `scaleLinear`, `scaleOrdinal`, and `extent` to compute scales, and renders circles as SVG elements with tooltips showing the x-axis value.