Here's an example of Yelp analytics via Social Report:

Yelp Stats Summary:

Yelp Stats Summary

Yelp Reviews Timeline:

Yelp Reviews Timeline

Yelp Rating Timeline:

Yelp Rating Timeline

Rating And Reviewer:

Rating And Reviewer

Reviewer Locations:

Reviewer Locations

Reviewer Locations

Country Review Activity:

Country Review Activity

Elite Users and Gender:

Elite Users and GendeElite Users and Gende

Rating By Gender:

Rating By Gender

Most Influential and Active Reviewers:

Most Influential and Active Reviewers

Active Reviewers

Average Reviews Rating Timeline:

Average Reviews Rating Timeline

Reviews by Type of User and Average Rating by Type of User:

Reviews by Type of User and Average Rating by Type of User

Response Rate:

Response Rate

Yelp Reviews:

Yelp Reviews