This interactive scatter plot visualizes the Iris dataset, displaying petal and sepal measurements with selectable X and Y axes. The menu allows switching between quantitative attributes and categorical species, with d3.scaleLinear or d3.scalePoint adapting the axes accordingly. Built with React and d3, the visualization uses SVG circles, transitions, and d3.axisLeft and d3.axisBottom to animate updates over 1000 milliseconds, with menu interactions handled through custom d3.dispatch events.