Try to avoid taking back seats because this makes the ride more bumpy.
Try to avoid window seat during winter season, incase window is not getting closed properly then you will have trouble during your journey.
Bus journey gets more comfortable in large groups because you spend your time in talking to your known ones. Hence if possible try to get people along with you during bus journey.