This interactive scatter plot visualizes the Iris Dataset, initially mapping petal length against sepal length with points colored by species. The visualization updates every two seconds, cycling through different attribute combinations (petal width, sepal width, petal length, sepal length) for the x-axis. Built with D3.js, it uses `scaleLinear` for axes, `axisLeft` and `axisBottom` for tick marks, and a reusable scatter plot module. The SVG chart includes labeled axes, a title, and animated transitions between views.