I have attached the file . We must use R-Studio and show work for problem.
10. The data include variables for the customer’s age, annual income, and the distance from the customer’s home to the nearest store. | |||||||||||
a. Create a parallel-coordinates plot. Hint Use R. | |||||||||||
b. According to the parallel-coordinates plot, how are online customers differentiated from in-store customers | |||||||||||
Team Alef | |||||||||||
In (000) | miles | In (000) | miles | ||||||||
Customer | Age | Income | Distance | Type | Customer | Age | Income | Distance | Type | ||
1 | 26 | 91 | 50 | In-store | 1 | 52 | 41 | 168 | Online | ||
2 | 51 | 85 | 24 | In-store | 2 | 59 | 34 | 9 | In-store | ||
3 | 53 | 19 | 44 | In-store | 3 | 38 | 84 | 12 | In-store | ||
4 | 50 | 71 | 119 | Online | 4 | 55 | 108 | 148 | Online | ||
5 | 53 | 44 | 99 | Online | 5 | 44 | 113 | 116 | Online | ||
6 | 56 | 87 | 194 | Online | 6 | 41 | 110 | 30 | In-store | ||
7 | 57 | 136 | 58 | Online | 7 | 22 | 77 | 218 | Online | ||
8 | 55 | 122 | 112 | Online | 8 | 18 | 70 | 228 | Online | ||
9 | 52 | 128 | 48 | Online | 9 | 38 | 97 | 73 | Online | ||
10 | 47 | 103 | 17 | In-store | 10 | 18 | 37 | 25 | In-store | ||
11 | 35 | 107 | 58 | Online | 11 | 43 | 85 | 42 | In-store | ||
12 | 56 | 138 | 22 | Online | 12 | 44 | 52 | 208 | Online | ||
13 | 24 | 59 | 82 | In-store | 13 | 52 | 45 | 52 | In-store | ||
14 | 34 | 136 | 120 | Online | 14 | 50 | 58 | 36 | In-store | ||
15 | 40 | 48 | 53 | In-store | 15 | 48 | 46 | 116 | Online | ||
16 | 35 | 125 | 57 | Online | 16 | 49 | 137 | 114 | Online | ||
17 | 42 | 69 | 48 | In-store | 17 | 42 | 137 | 94 | Online | ||
18 | 25 | 46 | 110 | Online | 18 | 38 | 69 | 45 | In-store | ||
19 | 29 | 131 | 57 | Online | 19 | 36 | 32 | 14 | In-store | ||
20 | 47 | 137 | 236 | Online | 20 | 25 | 60 | 17 | In-store | ||