So i created this world on single player and accidentally allowed villages to spawn and i do not want to restart my world. so is there a way to stop villages from spawning? Would deleting the villages data folder do the trick?
Yes, It'll probbaly work, so don't load new chunks or else if the villages already spawn (in your area) then delete the villages data.
