Property price per square foot data

[Tom Matheu]

Apologies for the newbie question.

Where can I find data for avg selling price per square foot in an area?

Perhaps there something as slick as a heat map?

If this is region specific, I am looking at Suffolk country NY, Riverhead area. 

Thanks!