How do I find owner of this house?!

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This may be a dumb question, but I'm going to ask anyway. There's a house down the road where I grew up that I'm very interested in, or at least talking to the owners about their plans with the home. My problem is the house isn't occupied, so I can't just stop by or leave a note. I know by public record you can find the owner of the home through their address, but how do I find out the address? Another weird fact, the house doesn't have a mailbox... So, I have no clue to find out who owns the property.