This animated scatter plot explores top football league scorers, showing relationships between metrics like goals, shots, and expected goals across seasons. Users can select different x- and y-axis variables and filter by year via dropdown menus. D3 scales and axes map the data, while colored points represent leagues, with a color legend that responds to clicks and double-clicks to filter points by hovering. The visualization uses D3’s `scaleLinear`, `scaleOrdinal`, `schemeCategory10`, and SVG `circle` elements, with data sourced from a Kaggle dataset on football scorers.