You work as a data scientist for Sonny's BBQ, a national restaurant in the U.S. The restaurant management team at Sonny's BBQ thinks that higher restaurant ranking will impact their sales in a positive way. They asked for the data engineers to extract a dataset to showcase restaurant ranking and sales across the top 250 ranked restaurants in the U.S. You are asked to see if there is a positive impact between restaurant ranking and sales. Use one of the models you learned in class so far to determine if there is a positive impact between restaurant ranking and sales. (Use the Restaurant Ranking File in the class folder in SAS Studio)

Submit your SAS file alongside MS word document in Canvas. The MS word document should be Two pages in APA format.

Requirements

1. Introduction: Explain the nature of the problem, basic understanding and background, and business implications.
2. Data understanding: Explain the dataset being used
3. Data preparation: Explain the steps followed to clean and prepare the data
4. Modeling: Explain the model used and the steps taken to implement the model
5. Evaluation: Explain and interpret the results and metrics to evaluate the model
6. Implications: Explain the business implications and make a recommendation