Crispy Spuds Analysis

Homework Assignment 1 (adapted from Case Study 1 of Chapter 4, Business Analytics): Answer the questions below using the “Answers” worksheet, inputting each respective answer next to its highlighted letter (a), (b), …, (h). (a) Combine the tables from the “boise” and “knoxville” worksheets, by creating a new column for “Location” that contains either “boise” or “knoxville”. Create a column under “ID” which combines the “Location” and “Respondent” columns with “_” as a delimeter (e.g. “Boise_1”). 10 pts (b) Delete the duplicate records from the table and record the number of records deleted. 5 pts (c) Count the missing values from each column. 5 pts (d) Generate a new field called “Taste” as the mean of the “Saltiness”, “Sweetness”, and “Flavor” columns. Show only two decimal places. 5 pts (e) Create a pivot table which displays the relative frequency of “Regularly Consume Crispy Spuds?” the average of the “Taste” column, by “Location”. There should be one row for each “Location”. (f) Which “Location” seems to like Crispy Spuds better? 5 pts (g) Create a Histogram for the “Taste” column. 5 pts (h) Is the “Taste” variable skewed left or right? 5 pts s Analytics): ach respective answer next to ating a new column for er “ID” which combines the 1″). 10 pts ecords deleted. 5 pts etness”, and “Flavor” columns. Consume Crispy Spuds?” and for each “Location”. 5 pts (b) # duplicate (c) Location RespondentAge Regularly Consume Crispiness Crispy Saltiness Spuds? Sweetness Flavor Location RespondentAge Regularly Consume Crispiness Crispy Saltiness Spuds? Sweetness Flavor # missing (f) Answer: (h) Answer: (a) ID (e) Texture Texture Value Value Overall Overall (d) Taste (g) RespondentAge 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 Regularly Consume Crispiness Crispy Saltiness Spuds? Sweetness Flavor 66 No 9 10 9 22 No 9 4 3 22 No 10 5 1 29 No 10 9 9 73 Yes 10 10 5 66 Yes 10 2 5 40 No 7 10 10 61 No 9 9 10 68 No 1 4 2 60 No 9 7 2 76 No 8 6 6 61 Yes 10 10 10 35 Yes 6 6 7 70 Yes 7 10 2 74 No 10 10 10 28 No 9 8 10 44 No 6 4 8 43 No 3 8 9 72 No 9 8 8 74 Yes 2 10 9 32 No 3 9 8 44 No 8 9 10 58 No 9 5 10 65 Yes 9 6 3 33 No 10 10 10 37 No 10 1 7 78 Yes 10 8 6 24 No 9 9 3 77 No 6 4 4 24 No 3 5 10 57 Yes 6 10 8 63 No 2 10 4 59 No 6 6 4 46 Yes 7 9 7 69 No 5 1 4 72 Yes 9 6 10 70 Yes 6 8 9 43 Yes 10 9 10 66 Yes 9 8 10 38 No 7 9 8 57 No 6 8 8 47 No 8 10 8 44 No 7 10 7 47 Yes 8 10 9 48 No 9 10 2 25 No 1 6 10 Texture 3 10 4 2 3 7 5 8 9 8 3 8 8 7 1 7 1 10 10 10 7 2 10 6 10 9 10 2 1 9 5 4 10 8 8 10 8 10 5 6 10 9 4 9 3 7 Value 7 8 9 8 6 2 8 8 9 8 8 9 2 5 5 8 4 8 8 1 8 7 4 8 9 2 5 6 1 8 3 10 8 1 8 8 3 10 7 10 10 10 1 4 10 6 5 10 5 4 3 10 1 6 10 10 7 2 8 6 2 3 9 9 6 6 2 9 10 6 9 5 10 10 10 10 7 10 5 3 1 10 9 8 9 8 9 5 10 10 10 9 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 58 68 No 68 No 45 No 63 Yes 47 Yes 18 No 56 No 20 Yes 74 No 40 No 40 No 28 No 41 No 57 No 25 No 34 No 21 No 48 No 18 Yes 64 No 35 No 75 Yes 42 No 48 No 60 No 61 No 71 No 18 No 73 Yes 66 Yes 67 No 33 Yes 19 No 56 No 24 Yes 64 No 45 No 42 No 59 No 32 No 42 Yes 59 No 68 Yes 52 No 19 No 52 No 2 3 9 5 8 7 9 5 5 10 7 10 9 8 3 8 9 2 10 3 8 5 7 9 9 9 3 10 4 10 2 6 1 10 10 9 10 2 9 9 7 8 9 10 9 5 9 8 9 10 9 6 5 9 2 2 10 10 3 9 9 2 8 6 8 7 6 2 10 9 10 10 5 3 5 9 6 9 1 10 4 6 5 6 5 7 4 6 4 9 5 10 10 1 5 9 10 7 1 7 8 7 2 3 7 3 6 6 2 9 6 7 5 10 6 10 9 8 6 7 3 10 7 4 9 6 5 10 10 8 3 10 10 8 2 4 4 4 9 10 9 5 3 9 5 2 6 9 7 10 10 6 7 5 10 4 10 6 10 4 6 8 8 9 10 7 10 8 10 4 8 9 7 10 9 10 5 2 10 4 9 1 2 5 8 9 8 10 10 10 9 9 9 10 4 8 3 10 10 8 1 10 10 9 6 9 2 4 9 5 7 10 5 10 8 6 9 9 10 8 9 7 9 3 9 8 9 8 2 5 9 9 4 9 7 1 10 10 5 8 6 7 4 6 8 10 10 9 9 8 9 2 7 9 9 3 1 2 10 6 3 10 9 9 4 4 3 7 3 8 6 3 1 3 4 8 10 4 10 7 4 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 32 No 59 Yes 72 No 54 No 22 Yes 47 Yes 75 No 28 No 42 Yes 71 Yes 39 Yes 36 Yes 43 Yes 41 No 48 No 71 Yes 53 No 73 Yes 41 No 21 No 32 Yes 26 No 41 Yes 73 Yes 68 No 41 No 20 No 41 No 21 No 71 No 71 No 36 No 64 Yes 39 Yes 62 Yes 47 No 60 No 74 No 78 Yes 67 No 58 Yes 32 Yes 57 No 37 Yes 25 No 73 No 36 No 9 10 9 5 9 10 4 9 10 8 3 9 4 8 6 4 9 10 4 9 8 5 10 9 7 9 9 9 1 9 9 7 10 10 9 3 7 7 8 9 5 10 1 9 5 10 9 10 4 8 3 6 9 6 10 10 10 9 9 6 5 8 4 10 10 9 3 10 10 10 7 10 10 10 6 7 7 7 2 6 9 10 6 4 10 10 2 10 3 4 9 8 9 10 7 10 9 9 10 10 3 8 8 3 9 10 10 8 10 6 10 5 4 7 4 9 10 7 10 8 8 9 10 10 10 10 10 7 10 5 3 8 4 5 4 10 9 10 10 10 1 10 9 9 7 3 5 3 5 8 8 10 10 2 4 9 10 10 10 1 4 9 8 7 9 10 6 10 5 8 10 10 8 5 9 8 9 8 3 5 9 8 4 3 10 2 6 7 1 4 8 10 9 9 3 9 8 2 9 8 4 1 7 8 1 4 9 10 8 8 9 4 6 3 5 5 3 1 1 10 3 2 4 10 6 5 2 8 9 5 3 10 9 6 7 4 9 3 7 10 8 10 6 10 9 6 8 6 9 7 10 3 7 9 8 4 10 10 10 9 7 10 6 4 9 9 4 5 5 6 4 7 10 6 10 8 10 7 5 5 7 8 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 62 No 61 No 33 Yes 46 Yes 76 No 45 Yes 70 No 49 No 50 Yes 67 No 60 No 29 No 40 Yes 62 No 74 No 58 No 61 No 33 Yes 62 Yes 58 Yes 57 Yes 55 No 31 No 51 No 35 No 33 No 59 Yes 30 Yes 73 No 22 No 42 No 63 No 63 No 47 No 21 No 25 Yes 72 Yes 27 No 51 Yes 25 No 29 No 65 Yes 61 No 26 No 39 No 75 No 35 Yes 9 10 5 10 7 9 9 8 10 8 10 8 10 8 9 5 2 9 9 8 2 8 8 9 9 10 10 9 2 2 4 5 5 10 2 5 3 4 5 9 2 8 7 7 9 10 5 10 10 6 9 10 9 9 6 9 10 9 6 10 10 7 8 9 10 9 8 10 7 7 9 9 6 4 2 9 5 9 10 10 4 1 6 6 4 7 5 8 10 10 5 10 5 10 9 8 5 6 10 6 10 9 3 1 10 3 10 2 10 9 1 8 10 5 1 7 3 6 8 8 10 6 7 6 9 3 3 9 7 9 8 9 7 10 1 9 10 1 3 3 7 2 10 7 4 9 7 10 7 4 10 8 8 5 5 10 3 9 6 10 6 3 3 9 5 7 9 3 2 8 3 7 8 8 10 5 4 8 9 10 9 7 5 2 3 9 3 8 3 9 10 5 8 10 10 10 10 8 7 5 4 6 7 10 6 9 9 10 5 6 9 1 10 6 4 7 7 4 4 2 2 5 9 10 10 8 2 8 6 5 10 10 5 7 10 9 6 8 9 5 10 10 4 8 4 4 7 7 10 9 5 3 7 5 6 8 8 2 3 9 6 9 9 7 5 2 10 10 10 10 4 4 2 2 8 10 10 9 10 7 1 4 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 68 No 43 Yes 68 No 58 No 69 Yes 34 No 55 No 24 Yes 72 No 40 No 20 No 72 No 67 No 70 No 37 No 75 No 49 No 51 No 61 No 70 No 23 No 72 No 33 Yes 50 Yes 40 No 24 No 41 No 76 No 18 No 72 Yes 59 No 38 No 74 Yes 37 No 70 No 7 3 9 8 3 9 9 6 6 4 2 8 6 3 9 9 10 10 9 4 4 4 6 10 10 10 4 10 8 2 9 10 7 9 6 8 5 8 8 8 6 9 9 1 9 5 10 8 9 10 1 8 3 1 10 10 8 5 10 8 10 10 10 8 9 9 8 10 10 5 2 4 7 8 7 8 6 10 1 8 9 9 6 8 10 4 10 9 9 3 3 3 7 9 9 10 6 1 4 6 8 8 10 10 3 3 8 10 8 10 1 7 10 10 10 9 9 8 8 9 10 2 9 10 8 6 6 8 4 8 2 6 10 9 9 3 5 10 3 1 8 4 3 7 10 7 7 4 7 9 4 10 5 7 6 10 5 7 8 5 5 2 4 9 9 10 1 8 2 7 6 3 2 5 7 10 9 7 8 5 10 4 8 5 10 7 10 4 8 6 8 10 2 10 10 9 9 10 5 9 9 7 10 6 4 3 10 3 10 9 Overall 9 7 5 9 7 6 7 8 5 7 5 8 8 7 6 8 7 9 8 7 6 8 8 7 8 7 9 7 4 8 5 5 7 3 4 8 7 9 9 7 7 8 7 8 6 7 6 6 9 10 8 8 6 6 5 5 8 8 7 9 7 5 7 6 7 8 8 8 8 8 10 8 7 4 8 7 7 7 4 8 6 9 6 5 7 6 5 4 5 7 8 8 10 6 9 8 7 8 7 4 10 9 6 10 8 7 4 7 7 5 7 6 6 7 6 10 8 9 7 9 7 7 8 8 7 6 6 9 4 6 7 6 7 7 9 5 9 6 6 6 7 9 5 9 8 9 9 6 6 8 10 6 7 8 9 4 6 8 6 6 3 5 8 7 10 7 5 6 6 6 6 6 6 10 6 5 7 8 4 7 3 8 7 7 7 5 8 8 5 7 8 6 6 8 7 6 8 10 7 8 9 6 8 9 8 6 6 7 6 7 8 9 5 8 7 4 6 8 7 8 4 RespondentAge 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 Regularly Consume Crispiness Crispy Saltiness Spuds? Sweetness Flavor 51 No 7 10 10 32 Yes 9 9 6 49 Yes 7 3 8 34 No 8 10 5 32 No 8 10 8 25 No 3 10 4 39 Yes 4 9 9 45 Yes 4 10 10 23 No 10 10 8 57 No 9 10 8 29 No 10 8 10 64 Yes 2 7 10 22 No 10 5 8 31 Yes 10 2 3 40 No 10 6 10 21 Yes 5 10 8 66 No 8 7 7 30 Yes 4 6 50 Yes 10 10 6 55 Yes 9 8 10 72 No 8 8 2 30 Yes 8 9 5 52 Yes 3 2 3 49 Yes 10 10 1 67 No 7 8 8 33 Yes 5 4 10 35 No 6 10 2 19 No 1 3 4 42 No 10 6 7 71 Yes 3 10 10 67 No 10 4 10 58 No 5 10 8 30 No 9 10 1 28 No 4 7 8 19 No 3 8 4 73 Yes 9 10 3 37 Yes 10 9 9 76 Yes 8 2 10 37 No 8 9 5 21 No 1 6 5 32 No 7 10 10 67 No 3 3 3 75 Yes 6 2 9 45 No 3 8 2 57 No 9 7 10 77 No 7 10 10 Texture 10 4 5 8 2 2 8 6 3 9 4 6 7 10 2 6 8 7 5 7 3 7 8 9 8 2 10 10 9 4 4 10 9 8 9 8 8 10 5 3 6 10 4 6 9 6 Value 7 10 8 9 7 10 10 10 7 7 10 8 6 10 10 2 6 2 3 10 4 5 8 10 10 4 3 10 4 6 7 9 9 6 10 6 8 7 5 10 9 4 9 6 10 2 9 6 4 2 2 5 3 5 8 9 10 5 9 10 8 9 10 1 8 3 8 9 8 2 9 8 9 10 10 8 10 8 10 9 10 9 6 9 4 1 9 6 10 4 10 4 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 73 No 24 No 63 No 39 No 28 No 29 No 42 No 72 No 48 No 56 No 47 No 19 No 69 No 76 No 30 Yes 45 No 39 No 24 Yes 18 No 75 No 66 No 57 No 65 No 20 No 60 No 76 No 19 No 37 Yes 18 Yes 57 No 65 Yes 39 No 52 No 66 No 24 Yes 60 No 26 No 62 No 72 No 31 Yes 43 No 66 Yes 43 No 63 Yes 68 Yes 52 No 23 No 4 9 9 9 7 5 9 4 9 10 10 6 9 6 4 10 3 6 10 9 9 9 3 7 5 4 7 8 8 10 10 2 10 10 4 10 9 7 10 4 10 9 9 10 7 10 10 9 7 7 8 6 3 10 9 6 10 9 9 9 3 8 6 9 3 10 2 10 2 7 9 4 7 6 9 7 10 8 9 9 3 6 5 10 6 7 7 4 4 9 7 9 8 4 7 5 6 5 6 2 5 10 3 2 9 9 8 4 10 9 9 10 4 4 7 7 4 6 10 9 2 9 7 9 5 7 10 5 8 9 9 10 10 9 9 7 9 8 9 1 9 9 7 9 8 5 9 1 10 10 8 9 10 8 8 10 9 10 9 3 4 6 7 10 10 10 9 9 6 10 9 10 1 5 10 7 6 10 10 9 7 5 8 6 8 10 4 9 3 2 10 7 7 9 7 8 2 2 4 1 10 4 9 9 9 10 8 10 4 1 8 7 1 6 10 9 9 9 4 10 5 7 2 2 5 7 4 8 9 10 9 10 8 2 9 9 10 3 10 8 5 5 6 10 9 10 5 7 2 10 10 10 4 10 8 7 9 9 10 8 10 5 9 8 8 10 10 6 5 7 3 5 6 10 10 8 9 10 3 6 10 7 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 25 No 22 No 48 Yes 41 No 48 No 26 Yes 49 No 49 No 40 Yes 27 Yes 66 No 63 Yes 58 No 31 Yes 76 No 27 No 65 No 35 Yes 40 Yes 37 No 52 Yes 64 No 23 No 35 Yes 75 No 57 No 38 No 70 Yes 48 Yes 26 No 30 No 78 No 66 No 67 No 22 No 27 No 63 No 65 No 20 No 26 Yes 52 No 26 No 63 No 28 No 69 No 52 No 75 Yes 1 6 8 7 5 8 4 9 8 6 7 3 1 6 8 10 3 1 6 10 9 9 6 9 10 10 9 9 10 5 7 9 9 10 5 8 10 10 9 2 1 10 9 3 2 6 8 8 9 2 5 4 7 2 10 9 10 10 3 9 2 10 9 5 7 2 10 7 3 10 5 9 9 2 4 10 8 7 4 6 10 9 4 4 1 4 4 2 2 10 7 10 4 9 9 7 5 8 7 9 6 8 8 8 10 3 7 2 5 5 4 9 5 10 9 10 9 9 10 10 7 8 5 4 5 10 8 3 10 8 6 6 6 3 8 9 2 5 9 9 6 10 10 8 10 5 10 9 3 8 9 8 4 8 9 9 8 5 10 10 7 7 10 6 9 9 2 10 1 9 10 10 8 1 4 9 8 4 9 3 10 7 2 10 7 9 2 8 10 8 6 10 5 10 8 5 9 6 7 8 9 7 3 7 3 8 10 8 7 10 4 9 9 5 2 3 10 2 9 3 6 5 7 5 9 6 10 9 3 10 7 4 4 7 7 10 10 7 5 5 7 10 9 10 10 10 9 7 2 10 10 6 1 8 10 5 6 9 10 10 4 9 6 1 10 5 6 4 3 10 8 8 10 8 5 9 7 7 5 9 1 7 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 66 Yes 62 Yes 18 No 25 No 77 No 28 No 24 Yes 54 Yes 35 No 66 Yes 45 No 32 Yes 77 No 34 Yes 60 No 30 No 48 No 69 No 56 Yes 38 Yes 77 No 48 Yes 59 Yes 18 No 43 No 74 Yes 40 Yes 40 No 33 No 57 Yes 67 No 45 No 58 No 29 No 59 No 63 Yes 41 Yes 69 No 50 No 71 Yes 39 Yes 59 No 46 Yes 76 No 35 Yes 68 No 30 No 2 6 10 6 4 10 10 10 9 10 7 8 9 7 10 3 7 10 9 7 5 10 4 9 7 5 10 10 2 4 3 10 7 9 10 10 8 10 9 7 6 8 8 2 8 9 9 4 9 2 10 10 8 10 10 7 10 10 10 8 10 1 7 9 4 9 5 9 7 8 4 8 9 7 10 5 5 8 8 9 10 9 10 10 10 9 9 5 2 10 9 8 2 9 7 4 6 9 4 6 8 10 9 8 7 9 8 3 7 7 7 10 7 10 10 10 9 9 3 1 6 8 10 8 9 8 10 5 10 10 7 10 3 10 10 10 2 5 4 10 6 7 5 8 9 10 4 10 9 8 9 7 10 8 10 3 9 6 6 5 2 9 1 8 5 4 9 10 9 7 7 4 6 10 10 7 10 5 2 9 7 10 4 10 1 10 1 6 8 5 9 6 10 10 10 4 8 4 2 9 9 10 6 7 1 10 9 4 8 10 10 9 10 4 3 2 9 7 8 4 9 10 2 7 9 9 6 1 2 10 7 10 5 8 3 10 7 9 3 8 10 4 10 6 5 6 10 9 5 4 5 10 10 8 7 10 2 4 7 2 2 7 7 10 8 9 9 6 10 4 6 10 3 5 8 5 2 10 6 9 10 7 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 51 No 52 No 51 No 39 No 58 No 69 Yes 33 Yes 73 No 34 Yes 75 Yes 43 No 42 Yes 58 No 54 No 73 No 35 No 52 No 61 Yes 60 Yes 36 Yes 37 Yes 35 No 26 Yes 32 No 68 Yes 63 No 63 Yes 59 No 69 No 70 Yes 62 No 48 No 39 No 34 No 43 Yes 42 Yes 21 Yes 54 No 47 23 Yes 50 No 66 Yes 19 Yes 76 Yes 7 1 8 9 10 4 7 6 1 10 10 8 4 9 8 10 3 3 8 2 10 10 7 10 9 6 10 9 5 10 9 4 8 9 7 10 10 10 9 6 1 2 9 8 10 2 9 6 7 5 6 8 9 10 4 5 8 1 1 10 9 9 9 4 10 10 6 10 10 10 10 10 1 10 10 10 1 7 6 6 3 3 10 3 9 7 7 10 10 8 9 8 10 7 10 5 10 10 8 1 4 9 10 2 10 2 4 7 9 10 6 6 9 10 4 10 10 10 2 9 10 9 7 9 5 9 3 8 10 8 6 4 6 10 2 10 9 10 9 10 8 10 9 10 9 9 4 9 10 4 10 9 10 7 8 10 6 7 5 8 10 9 4 9 3 6 10 9 10 10 9 7 9 8 4 9 8 4 4 10 10 8 7 9 9 7 6 10 9 2 4 9 7 5 2 5 10 7 9 9 10 10 4 10 4 3 10 1 10 6 7 3 2 6 5 9 6 10 9 10 10 9 10 5 6 9 2 10 10 9 3 9 2 10 6 3 10 3 10 6 9 5 8 2 10 9 7 10 8 4 4 10 9 5 10 7 6 10 8 5 7 2 10 1 Overall 9 9 8 7 5 5 7 9 8 10 10 6 6 7 7 7 7 5 6 6 7 9 5 5 7 6 5 6 8 5 7 6 8 5 8 8 7 8 5 3 7 4 8 6 6 5 5 6 8 7 7 5 5 10 6 6 8 7 7 3 6 8 7 5 9 5 7 5 7 8 5 8 5 8 8 9 7 9 7 8 7 6 9 7 7 7 8 8 7 8 8 4 9 7 9 7 5 4 6 8 8 10 8 8 4 9 7 8 7 4 7 8 8 6 9 10 9 10 5 8 5 7 4 8 4 8 6 8 5 9 8 8 7 4 6 9 3 7 6 8 5 7 5 6 9 9 7 9 8 6 5 9 8 6 3 5 6 7 9 6 10 5 9 8 6 5 7 9 8 6 4 8 6 9 9 7 7 8 4 5 8 6 9 6 7 8 8 9 7 8 8 10 6 5 7 8 10 7 7 4 8 5 6 7 2 7 6 10 7 8 9 9 9 7 9 7 8 6 6 7 7 9 8 5 9 8 6 6 5 7 7

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