This scatter plot visualizes the Iris Dataset, showing the relationship between sepal length and petal length for 150 flowers across three species. The visualization uses D3 v7 to render circles on an SVG canvas, with axes created using the imported axis functions. The code employs d3.scaleLinear for both x and y axes, and d3.extent to determine the data domains. Data is loaded asynchronously via fetch and parsed with d3.csvParse, converting string values to numbers for accurate positioning.