The meme is specifically about cities, so when you said “thinly populated,” that should have been about thinly populated areas of cities.

If you’re actually talking about rural areas and not cities, then you’d want to start with buses. Speaking of living in places with good public transit, I used to live in Japan, and I was surprised by how much buses get used in rural areas. They can get pretty full.