Ok then I would agree buying a house is easy. A real-estate agent should take care of everything and you are only really responsible for stamping your seal (about 100 times) and transfering the money.
Getting a loan is also fairly easy provided you are employed and have permanent residency (or a spouse who is a permanent resident or citizen). Shinsei Bank (recently acquired by SBI) seems to specialize in loaning to foreigners.
Neighbor situation is highly variable. I have some neighbors who I am quite friendly with, and others I literally have never seen. Typically neigbors will at least be polite, but you do hear horror stories of neighbors quarreling about taking out the trash, snow falling from the roof onto the neighbor's property, etc. My next-door neighbors live with their aging parents, and the grandfather (who has dementia) once shouted at someone who was doing work on my house. And people do tend to gossip, but it's mostly harmless.