This is also upper-bounded by the law; Ohio only issues one class D-5 liquor license (license to sell beer, wine, and spirits) per 2000 residents, which roughly maxes it out at ~5950 bars (in practice this looks to be rounded up on a per-town basis, making this an underestimate). An Ohio with the population of South Korea would only be allowed ~25000 bars.