That looks like my backyard as well. We very often get deer (very, very often). Then the squirrels, foxes, racoons, badgers ("we don't need no stinkin' badgers"), and all sorts of animals that get run over on our street.
A few times in the 19 years my family has lived there, we've gotten brown bears.
I love living with at least some wildlife around. It's neat. It's not suprising that we get it, considering it's about a 5 minute walk from the end of my street to a large creek (it's nearly a small river), which is then a 10 minute walk to the edge of the Patomac river (the undeveloped part of it). I'm about as rural as you can get, living 20 minutes outside of Washington DC.
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Matt