CMIS 566: Programing for Business ASSIGNMENT 2B The due date for the assignment 2B is 5/25/2024 11:59 pm. It must be submitted through the "Assignment 2B" link on Blackboard. The attachment name (word document and r file) should follow the following convention: Assignment2B_Name.DOCX and Assignment2B_Name.r. This assignment is designed to provide you with practical experience in data exploration and data preprocessing. By completing this assignment, you will gain valuable hands-on experience that will reinforce your understanding of data preprocessing. Part 1: You have been recently hired by a known real estate company to analyze data for a given neighborhood. You will spend some time to analyze the data. There is an ID number assigned to each house, followed by price and area. Area is in square feet. Other information about houses is given like - bedrooms, bathrooms, stories, etc. Your supervisor will ask you questions about these data and your answers will be used to set some performance goals and strategic objectives for the company. Considering the small portion of the dataset provided above, answer the following questions: a. What type of data is found in each column (e.g., categorical [nominal]; interval [continuous], etc.)? (2 Points) b. From the following