A scatter plot of the Iris Dataset displays petal length versus sepal width for individual flowers. The visualization uses React components to structure the SVG rendering, with D3 scales and axes handling the coordinate system. D3’s `csv` loader fetches the data, while `scaleLinear` and `extent` compute the domain and range. Interactive tooltips appear on hover via SVG `<title>` elements within each circle. The chart features a clean design with custom Poppins typography, colored teal marks, and styled axis ticks, emphasizing readability.