[Ray pats Petrie and he takes out his guide book.]

According to this, the building was constructed to preform rituals, presumably harvest rituals given the connection to Bellsprout. The countless rituals over the centuries have lead to the building being positively brimming with spiritual energy! Thus is makes it an attractive house for ghosts to stay in.

It's pretty neat doncha think, Peter?