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Question
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)
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.
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