This scatter plot visualizes the Iris Dataset, mapping petal length and sepal width for individual flowers while color-coding points by species. The visualization uses D3 scales (scaleLinear, scaleOrdinal with schemeCategory10) to position and color marks, rendered as SVG circles within a React component structure. Axes are generated through reusable React components using D3’s tick generation, with formatted numeric labels and axis titles for petal length and sepal width. Data loading is handled asynchronously via D3’s CSV fetching and parsing utilities.