Situation 3: A 2015 Consumer Reports evaluation of several hotels throughout the United States had the hotel star rating from the previous year, and a random sample of hotel guests rating the hotel. Guest ratings range from 1 to the highest rating score of 5. Some hotels had different guests rating differently priced rooms. The evaluation process yielded the following data table: Starting Guest Room Hotel Stars Rating Price m -m Howard Johnson Express Inn 1.5 2.3 71 --aa ma_--a M mm-m -_m M-_-I Hilton 3 4.7 169 --:n Starting Guest Room Hotel Stars Rating Price Hyatt Regency 3.5 4.2 109 Hilton 3.5 3.8 79 Doubletree 3.5 4 105 Capital Hilton 3.5 4.2 76 Embasy Suites 3.5 4.6 139 Hilton 3.5 4.1 135 Embasy Suites 3.5 4.5 139 Omni 4 4.2 129 Westin 4 4.2 159 Westin Grand 4 4.2 159 Sofitel 4 4.6 175 Fairfax by Starwood 4.5 4.6 159 Park Hyatt 5 4.8 299 Four Seasons 5 5 395 Fairfield Inn by Marriott 2.5 4.4 109 Couryard by Marriott 3 4.3 139 Courtyard by Marriott 3 4.3 119 Courtyard by Marriott 3 4.5 149 Residence Inn by Marriott 3 4.6 139 Courtyard by Marriott 3 4.6 159 Courtyard by Marriott 3 4.4 139 Residence Inn by Marriott 3 4.4 149 Residence Inn by Marriott 4.5 149 Renaissance 3.5 4.6 159 Washington Marriott 3.5 4.6 129 Marriott 3.5 4.2 89 Renaissance Mayflower 4 4.5 139 J.W. Marriott 4 4.6 179 Renaissance M Street 4 4.4 139 Ritz Carlton 5 4.4 349 Show graphs to justify your answers to the following questions: What are the average and median room prices for each star level? Are the hotel star ratings justified with guest satisfaction ratings? Which hotels seems to be great value for their room prices? Which hotels are priced too high? [optional] What other interesting patterns can you find from the evaluation data