There is Eagle Rock in Botetourt county that looks a lot like that one. Then there is a Salem and a ROanoke, WV as well as these cities being in VA. There is a Buckhannon, WV and a Buchanan, VA. (The residents of the VA Buchanan pronounce it the way the WV one is pronounced.)
So really, it is no surprise that there is an Eagles Rock, WV. I like WV a lot except for certain parts of it south of Charleston. Lots of good folk live there as well, but there is some rough elements there that screw up the whole place. That is the opinion not from me, but a guy that actually grew up in that area.
For any of you that live there, no offense is meant.