This interactive scatter plot visualizes Top Football League Scorers data, allowing users to compare player statistics across different metrics and years. Three dropdown menus let viewers select the x-axis variable, y-axis variable, and season year, with the chart updating to display filtered data points. Each circle is colored by player club using `scaleOrdinal` with `schemeCategory10`, and includes hover tooltips showing player names. The visualization uses D3.js with `scaleLinear` for axes, responsive axes from `@curran/responsive-axes`, and a custom color legend with click-to-highlight functionality.