This interactive scatter plot explores global suicide rates, allowing users to select which categorical or quantitative attributes to map to the x- and y-axes via dropdown menus. The visualization uses the D3.js v6 library, employing `selection.join` for smooth enter, update, and exit transitions when attributes change. Data is loaded as CSV from a GitHub gist and rendered into an SVG, with circles animated between positions over a one-second transition. The chart also dynamically switches between `scalePoint` for categorical data and `scaleLinear` for quantitative data, updating the corresponding axes.