This scatter plot visualizes the iris dataset, mapping petal length and width as x/y coordinates while encoding species with color (pink, orange, red). Separately, sepal length and width are applied as non-visual attributes to each circle. The D3.js v6 code loads CSV data via `d3.csv`, scales axes with `scaleLinear`, and renders axes via `axisLeft` and `axisBottom`. The SVG output uses dynamic circle joins to display points across the browser canvas.