This scatter plot visualizes the IRIS dataset, displaying the relationship between the X1 and X2 coordinates for different categories, which are distinguished by color. The visualization uses D3.js v6 with SVG rendering, employing `d3.csv` to load data, `scaleLinear` for the axes, and `scaleOrdinal` with `d3.schemeCategory10` to color the data points by their categorical Y values. The plot also includes labeled axes using `axisLeft` and `axisBottom`. The circle elements are positioned using the scaled X1 and X2 values, with each category receiving a distinct color.