The birthday party in your dream could mean that you need more attention from other people, but only if it is your birthday that is being celebrated. Other peoples party could mean that you wish to give more attention to them.
Party(birthday) dream meaning
Read more about dreaming of Party(birthday) in other dream meanings interpretations.