Context The summer NYC Restaurant Week in 2018 is in full swing. Restaurants offer two-course pre-fixe dining deals for lunch ($26) and three-course dinner deals ($42). Summer will run from Monday, July 23, through Friday, August 17. Content All the data is from OpenTable's website where I use R to scrape with the package "rvest". There are 348 restaurants and 22 variables, including Name, Address, Review Count, Phone, Average Review, Price Range, Star 1-5 (%), Restaurant Main Type, Latitude, and Longitude. We can use this funny data to create the visualization, statistical analysis, and predictive model. Moreover, we can link this data to other data source such as "Yelp Review