This interactive scatter plot visualizes the Pokemon stats dataset, displaying two selectable attributes on the x and y axes. Users can choose any combination of statistical columns via dropdown menus, with the visualization automatically updating through D3’s join pattern and smooth 1000ms transitions. The chart distinguishes between continuous and categorical data, using `scaleLinear` for numeric values and `scalePoint` for categorical ones. D3 v6 powers the axis rendering, while circle elements feature hover effects that add a stroke highlight.