In restaurants, the word "party" is used to describe a group of people who are eating together:
How many are in your party?
An automatic service charge of 18% is included for parties of 6 or more.
To describe how many people are in a group, restaurant employees will use "party of ___":
Hey, a party of eight just walked in.