A scatterplot maps Airbnb listings across London by latitude and longitude, with each point colored from red to green based on a normalized attraction index. The React app loads CSV data and passes it to a D3 visualization that renders axes, labels, and circles. D3's `scaleLinear` and `extent` set the geographic scales, while a custom color interpolation blends hex values between minimum and maximum index values.