The scatter plot is used to plot data in two dimensions (x and y axis). There are a few measures to fit more dimensions into this plot. In the dropdown menues above you can chose what dimensions to use on x and y axis and also what other dimensions should decide the radius and the color (fading from yellow/biege to red where yellow represents a low value)