Gene expression data from whole inner ears of juvenile Eptesicus fuscus (big brown bats) whose ages were estimated using forearm length. Otic capsules were flash frozen in liquid nitrogen, homogenized while frozen, and RNA was extracted using Ambion's mirVana kit.