This interactive scatter plot visualizes the Boston housing dataset, comparing median home values against various attributes such as room count, lower status population, and crime rate. Built with D3.js, the visualization cycles through these different x-axis variables every two seconds, dynamically updating the plot and axis labels. The chart uses SVG rendering and employs a custom, reusable scatter plot charting function that leverages D3's linear scales, extent, and axis utilities for data mapping and visual encoding.