@creedssmith your task could go something like this. But as @ActionAndi has said. You will have to be careful interpreting and using the results since there is not that much data there and you will also want to check if the features will make sense (I excluded some of them initially). In case you wanted to calculate an average mortage rate over the whole neighborhood you might have to make adjustments and especially think about if the setup will make sense.
You could read more about Machine Learning here: