In particular, it depends on your GPS quality and signal-proofness of your walls. From my home, I get weak enough reception that my character often runs circles around the neighbouring blocks, sometimes even getting close to the Pokéstop down the street...

Also, bus is a perfect venue to play the game. Personally, half of my game activity is logged on a tram.