This interactive scatter plot visualizes research productivity metrics for countries from the SCImago Journal & Country Rank dataset, showing relationships between attributes like citations, documents, and H-index. Users can dynamically select which attributes appear on the x and y axes via React dropdown menus, while a color legend enables hovering to highlight specific countries and fade others through opacity adjustments. The visualization uses D3 v5 scales and SVG rendering within a React framework, with custom axis components, a color legend for the ordinal country scale, and D3’s CSV parsing to load and sort the underlying data.