A null scatter plot correlation would display a random scattering of data points, with no clear pattern or trend. The data points would appear to be scattered randomly across the x and y axes, with no apparent relationship between the two variables being measured. This lack of correlation would be reflected in a correlation coefficient close to zero. In other words, there would be no discernible relationship between the two variables in the data set.