I played it again yesterday after 3 months of neglecting it. The same Pokemon are still there
I did, however, come across a Tauro's (and caught it again). I also saw a Vileplume or some rare one and when I got closer it vanished off the map.
This game is mainly used for something when you're bored and you are going on a walk. I don't actively go on a hunt for Pokemon.