This document outlines a data competition to visualize deals based on revenue versus various metrics. It describes cleaning the data by removing missing data and normalizing state names. Then it lists the sections that will analyze revenue compared to Yelp categories, state, rating, price, website, duration of deal, and a multiplication of rating and number of reviews. Each section will provide a visualization of revenue compared to the specified metric.