This scatter plot displays the highest individual score for each player in a dataset, with points colored by the player’s Hogwarts house. The x-axis uses a categorical band scale for player names, rotated for readability, while the y-axis linearly maps scores. Built with React and D3 v7, the visualization uses `d3.csv` for data loading, `scaleBand` and `scaleLinear` for axes, and SVG circles for marks. Data is aggregated to show each player’s maximum score, with tooltips revealing details.