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R Assignment 1 (Due by midnight on Friday 2/25/2022) The dataset is a sample of 500 observations and 11 variables. Data is on systolic blood

R Assignment 1 (Due by midnight on Friday 2/25/2022)

The dataset is a sample of 500 observations and 11 variables. Data is on systolic blood pressure (SBP) for a sample of 500 adults along with smoker status, weight status, and several other variables.These variables are described below. The dataset was obtained from this website: https://ssc.ca/en/case-studies-2003-annual-meeting. This assignment is not to make medical judgments. It is only to practice the statistical concepts we have learned in class.

Variable Description
Systolic Blood Pressure (SBP) Continuous response variable
Gender

Binary Variable:

M = Male, F = Female
Marital Status Binary variable: Y = Married, N = Not Married
Smoking Status

Binary variable:

Y = Smoker, N = Non-Smoker
Age Continuous variable (years)
Weight Continuous variable (lbs)
Height Continuous variable (inches)
Overweight Categorical variable: 1 = Normal, 2 = Overweight, 3 = Obese.
Exercise level Categorical variable: 1 = Low, 2 = Medium, 3 = High
Stress Level Categorical variable: 1 = Low, 2 = Medium, 3 = High
Salt (NaCl) Intake Level Categorical variable: 1 = Low, 2 = Medium, 3 = High

Use statistics and R to answer the following questions. Make sure your answers are complete.

  • Answer each question and provide an explanation to support your answer.
  • Provide the R commands you used.
  • Provide Plots if applicable. Use appropriate and clear labels for the x and y axes and give a title for the plot. (Optional: Feel free to change colors to make it look nicer).

Answer all the following questions:

  1. Use a comparative boxplot to compare sbp for smoking and non-smoking individuals in this sample. What do you notice (differences, outliers, etc)? According to this sample, does smoking seem to have impact on blood pressure? Explain.
  2. According to the dataset in hand, does there seem to be a relation between sbp and exercise? Explain.
  3. Make a histogram of the age of individuals in this sample.
  4. Create pie chart for "exercise" levels. How many are there in each level?
  5. Find the proportion of individuals in this set with high level of exercise.
  6. Create a bar graph for "gender".
  7. Create a scatter plot with age on the x-axis and sbp on the y-axis. Based on this graph, does there seem to be a relation between age and blood pressure?
  8. How many people in this set meet the following criteria: age between 18 and 45 inclusive, non-smoking, female?
  9. Find the six-number summary of this group in part h) and compute the standard deviation.
  10. If you were to choose a number to represent the sbp of a typical person in the group in part h), would you use the median, mean, or either one? Explain.
  11. This is a data file:
sbp gender married smoke exercise age weight height overwt stress salt
133 F N N 3 60 159 56 3 2 2
115 M N Y 1 55 107 65 1 2 2
140 M N Y 1 18 130 59 2 3 2
132 M Y N 2 19 230 57 3 3 3
133 M N N 2 58 201 74 2 2 2
138 F N N 3 55 166 67 2 2 1
133 F Y N 1 22 188 66 3 3 1
67 F Y N 3 52 123 67 1 2 3
138 M Y N 1 46 106 73 1 2 2
130 M Y Y 3 38 166 72 1 2 2
103 F N Y 2 28 153 56 3 3 2
137 M N Y 2 54 241 63 3 2 1
140 M N N 1 38 163 66 2 2 1
131 F Y Y 1 23 206 58 3 2 2
134 M N Y 3 23 178 76 1 1 2
107 F Y N 3 18 98 63 1 1 2
131 F Y N 2 24 184 68 2 3 3
120 M Y N 3 40 171 67 2 2 2
113 M Y N 1 18 204 66 3 3 2
127 M Y Y 3 56 125 76 1 2 2
117 F N Y 3 20 99 58 1 2 2
139 F N N 2 56 135 67 1 3 1
132 M N N 3 57 193 71 2 3 3
124 F N N 3 45 94 74 1 1 3
116 M N Y 3 24 115 66 1 1 3
115 M Y N 3 43 112 62 1 1 1
131 F N Y 1 61 188 62 3 2 2
130 F N N 2 22 194 63 3 2 1
124 F Y Y 2 28 92 56 1 1 2
139 M Y Y 1 25 159 72 1 2 1
130 M N N 2 61 149 69 1 1 3
103 F Y Y 1 44 217 61 3 2 1
114 F N N 1 55 196 60 3 3 3
135 M N Y 2 53 221 77 2 3 2
126 M N N 2 43 125 58 2 1 3
133 M N Y 1 43 223 70 3 3 1
125 M Y N 3 50 225 68 3 2 1
138 M N N 1 23 224 62 3 2 1
138 M N N 2 33 247 71 3 3 2
132 M N Y 1 64 219 59 3 3 1
114 M N N 2 29 185 66 2 1 1
130 F N N 3 31 132 58 2 1 1
127 F Y N 1 24 145 65 1 1 3
131 F Y Y 3 26 169 69 1 1 1
101 M Y N 1 54 223 64 3 1 1
130 F N Y 1 42 167 54 3 2 1
130 M Y Y 2 24 135 68 1 3 1
115 F Y N 2 40 165 68 2 3 1
135 F N Y 2 54 179 56 3 3 2
134 F Y Y 1 19 183 61 3 3 2
131 M Y N 3 29 149 74 1 1 3
112 F N Y 3 36 151 56 3 2 2
86 F N N 2 58 109 64 1 2 1
132 M N N 1 25 144 72 1 2 3
134 M N N 1 49 190 76 1 1 2
122 M N Y 1 43 174 61 3 3 3
122 M N Y 1 61 119 72 1 2 3
137 M Y N 3 60 220 73 2 2 3
137 M N Y 1 32 165 68 2 2 3
105 F N Y 3 43 156 73 1 3 1
136 M N Y 3 53 122 77 1 1 2
119 F N Y 3 35 121 55 2 2 3
139 F N N 3 41 156 56 3 2 2
131 F N Y 2 26 167 60 3 2 1
125 M Y N 1 30 118 73 1 1 2
121 M N Y 3 54 225 75 2 3 1
114 M N Y 3 34 203 66 3 3 3
100 M Y N 2 46 144 77 1 1 2
135 M Y Y 3 45 156 70 1 2 3
129 F Y Y 2 26 90 62 1 1 2
120 M Y Y 3 22 136 64 1 2 3
137 M Y N 1 47 163 62 2 1 3
132 M Y Y 3 59 234 77 2 2 2
113 F N N 3 23 168 68 2 3 1
135 F Y Y 2 38 144 61 2 3 1
128 F Y N 3 56 96 72 1 1 3
135 F Y N 1 42 144 60 2 2 3
127 M Y Y 3 33 113 70 1 1 3
133 M Y Y 1 45 164 59 3 3 1
131 F Y N 1 57 171 69 2 3 3
135 F Y N 1 25 124 72 1 2 1
132 F Y Y 3 32 147 66 1 1 1
137 F N Y 1 53 109 63 1 3 3
138 M N N 1 22 151 75 1 2 1
116 F Y Y 3 40 217 65 3 1 1
139 F N N 3 61 202 59 3 3 2
137 M Y Y 3 39 239 64 3 1 3
128 M Y N 3 37 212 72 2 3 1
134 F N N 3 36 199 74 2 3 2
138 M N Y 1 19 193 70 2 3 3
134 F Y Y 1 59 153 66 1 1 3
111 F Y Y 2 48 168 64 2 2 2
139 M N N 1 45 201 69 2 3 2
100 F N Y 3 33 164 64 2 1 3
135 F N N 3 40 181 61 3 2 3
139 F N Y 1 56 131 55 3 1 2
125 M N N 3 38 149 74 1 2 3
111 F Y N 3 42 150 66 1 3 3
113 F Y Y 3 56 150 57 3 1 2
131 M Y Y 1 62 173 68 2 2 1
104 M N N 1 60 122 76 1 3 1
134 M N Y 1 26 198 60 3 1 3
109 M Y N 1 51 110 75 1 1 3
102 M Y Y 1 27 124 57 2 2 1
130 F N Y 1 18 182 69 2 2 2
139 F N Y 3 41 207 66 3 1 2
77 F Y N 3 20 124 69 1 1 3
100 F N N 2 21 154 70 1 2 2
135 M Y Y 1 59 150 57 3 2 3
139 M N N 2 62 177 69 2 3 2
127 M N Y 3 55 202 63 3 2 3
110 F Y N 3 18 112 54 2 1 2
132 F N N 2 38 182 60 3 3 3
136 F N N 2 39 205 60 3 1 3
135 M Y Y 1 27 234 76 2 2 1
139 M Y Y 3 53 186 64 3 3 2
123 M Y Y 2 46 240 70 3 2 2
138 F Y Y 3 58 152 73 1 2 2
123 M Y Y 2 24 137 72 1 2 3
134 M N Y 3 52 141 61 2 1 3
121 F Y Y 2 41 179 73 1 2 3
139 M Y Y 2 60 242 73 3 1 3
133 F N Y 2 46 133 65 1 3 2
137 F N Y 1 26 196 59 3 1 1
77 M Y N 3 40 117 69 1 1 1
105 F Y N 1 57 140 74 1 1 2
106 F N N 3 36 129 65 1 1 2
102 M Y Y 1 51 150 76 1 1 1
139 M Y Y 3 36 144 58 3 1 1
130 F Y N 1 64 133 65 1 1 1
135 F Y N 1 38 121 72 1 1 3
135 F N Y 1 21 184 64 3 2 2
125 M N N 3 23 164 74 1 1 3
134 F N Y 1 45 198 63 3 3 1
109 F Y Y 3 26 101 72 1 3 1
132 F Y N 3 44 145 56 3 2 2
134 M N N 1 62 117 70 1 1 3
125 M Y Y 1 45 184 64 3 1 2
124 M N Y 2 32 233 77 2 3 2
125 M N N 1 58 215 63 3 1 3
138 F N N 2 53 149 64 2 3 3
138 F Y Y 1 30 192 59 3 2 1
113 M N N 3 56 191 72 2 2 2
111 F Y N 3 56 147 69 1 2 3
112 M N N 3 22 184 57 3 1 1
130 F N Y 3 48 153 73 1 3 3
114 F Y N 1 56 111 55 2 1 3
108 F N N 1 36 110 68 1 2 3
101 F N Y 2 39 90 68 1 2 2
134 F N N 1 25 197 68 2 2 3
135 F Y Y 3 63 108 65 1 2 1
109 F Y Y 2 19 181 63 3 2 3
128 M N N 3 58 239 77 2 2 3
137 F N N 3 40 214 69 3 3 3
130 F N Y 1 30 139 64 1 3 2
135 F N Y 1 37 191 56 3 1 1
102 F N N 1 38 109 65 1 3 1
137 M N Y 3 44 220 76 2 1 3
128 M N Y 2 18 245 74 3 2 1
112 F N N 2 32 204 59 3 1 3
140 F N N 1 45 176 62 3 2 1
138 F N Y 3 53 195 65 3 1 3
132 M N N 1 42 208 59 3 2 2
130 M Y N 2 32 124 68 1 3 2
88 F N N 2 38 134 71 1 1 3
95 F N N 1 55 90 74 1 1 2
130 F Y Y 2 50 189 69 2 2 2
138 F N Y 3 46 162 68 1 1 1
138 F N Y 1 63 131 69 1 1 1
133 F N Y 3 35 166 68 2 1 1
122 F N N 2 46 191 70 2 3 2
120 F N N 2 23 205 71 2 2 3
135 F Y Y 2 61 190 65 3 3 2
114 F Y N 3 45 165 64 2 1 1
133 M Y Y 2 40 163 66 2 3 1
132 M Y N 2 35 232 65 3 2 1
137 F N N 1 20 112 57 1 1 2
120 F N N 3 27 176 74 1 1 3
137 F Y N 1 23 151 59 3 2 2
130 F Y Y 3 61 90 57 1 2 1
93 F Y N 3 30 94 59 1 3 1
139 M N N 3 57 170 69 2 2 2
122 M N Y 2 25 243 75 3 3 2
115 F N Y 3 27 135 73 1 3 2
135 M N Y 3 47 204 70 2 1 3
112 M N N 1 24 106 66 1 3 2
72 M Y N 3 32 168 69 1 3 2
104 M N N 2 57 189 60 3 1 3
126 M N N 1 36 189 61 3 3 3
100 F Y N 2 23 117 65 1 1 2
139 M N Y 2 48 122 62 1 1 3
112 F Y N 1 18 98 64 1 1 1
139 M Y Y 3 40 186 60 3 1 2
128 F N N 2 39 90 67 1 1 1
130 M N N 1 50 154 72 1 3 2
109 F Y N 3 33 114 69 1 1 1
132 F N N 3 33 188 59 3 1 2
136 M N N 3 23 170 64 2 2 1
138 M Y N 2 38 230 69 3 1 1
113 M N N 3 28 159 62 2 2 3
131 M N Y 3 38 129 70 1 2 2
133 F N N 2 61 166 57 3 3 3
80 M N N 3 52 117 63 1 2 1
131 M Y Y 3 63 103 77 1 3 1
112 F Y N 2 32 203 70 2 2 3
120 F N Y 2 33 127 64 1 2 2
107 M Y Y 2 50 178 61 3 1 3
133 M N N 2 26 178 69 2 1 3
138 F N N 3 62 171 67 2 3 3
134 M N N 1 20 148 74 1 3 3
121 M Y Y 1 24 179 69 2 1 1
121 M N Y 2 50 157 58 3 3 3
118 M N Y 3 46 158 71 1 3 3
84 F N N 3 39 111 67 1 3 2
117 F Y Y 3 31 135 64 1 2 1
84 M N N 3 43 108 67 1 3 2
135 M N N 2 32 162 72 1 3 1
132 M Y Y 3 20 102 60 1 3 1
132 M N Y 3 37 130 73 1 2 1
111 M N N 1 60 135 60 2 3 3
114 M N N 1 62 106 63 1 1 1
134 M Y Y 1 27 165 64 2 1 3
132 M Y N 1 46 127 59 2 2 3
138 M N Y 2 51 232 76 2 2 1
109 F Y Y 1 22 112 62 1 3 3
114 F N N 1 39 152 62 2 3 3
104 F N Y 2 26 177 71 1 3 2
130 F Y Y 1 63 147 61 2 1 1
136 M N Y 1 49 217 69 3 1 2
130 M Y N 1 46 103 61 1 2 2
111 M N Y 2 58 203 58 3 2 3
102 F N Y 3 35 126 74 1 3 2
120 M Y N 3 52 156 59 3 1 3
137 F N Y 1 18 185 54 3 3 1
131 M N Y 1 39 242 75 3 2 3
113 F N N 1 18 183 73 1 1 1
131 F N Y 1 37 191 61 3 2 3
137 M N Y 2 62 227 77 2 3 3
119 M N N 2 30 128 76 1 2 3
137 M N Y 3 61 199 59 3 2 2
138 F N Y 2 21 210 55 3 1 1
105 M N N 2 40 186 64 3 3 1
73 M Y N 2 55 178 73 1 2 3
126 F Y N 2 30 128 60 1 3 1
107 F N Y 2 29 91 60 1 1 3
124 F N Y 3 30 105 60 1 3 3
80 M N N 3 36 123 59 1 2 2
135 M N Y 3 36 220 65 3 3 1
136 F Y Y 3 30 151 71 1 1 3
134 M N Y 3 45 167 59 3 3 1
154 M N Y 2 48 173 60 3 2 2
151 M Y N 2 50 217 69 3 2 2
174 F Y Y 2 64 198 67 3 2 2
146 F Y Y 2 57 189 54 3 1 1
148 F Y Y 1 18 92 65 1 3 1
172 F Y Y 2 48 186 62 3 3 1
153 M N N 1 25 202 59 3 3 1
172 M N N 2 30 171 62 3 3 1
171 F N Y 2 33 147 65 1 3 3
146 M Y N 3 28 112 57 1 1 3
174 F Y Y 1 54 92 60 1 2 2
180 M N N 1 27 235 58 3 3 3
165 F N N 1 59 114 63 1 3 3
154 F Y N 2 44 141 54 3 3 3
142 F Y Y 1 39 107 56 1 1 1
177 M Y N 2 56 197 70 2 2 2
152 M Y Y 2 28 141 70 1 2 2
213 F Y Y 3 36 218 73 2 3 2
191 M Y N 2 55 133 61 2 2 1
150 F Y N 1 26 91 74 1 3 3
159 M Y Y 1 43 210 63 3 3 1
144 M N N 1 19 116 66 1 1 2
146 M N N 3 25 135 72 1 3 3
145 F N N 2 48 93 72 1 2 3
196 F N N 1 51 109 54 2 1 3
172 M Y Y 3 35 226 72 3 3 1
178 F N Y 3 35 110 69 1 2 3
150 F N N 2 33 111 56 1 3 1
222 F Y Y 1 42 217 57 3 3 2
161 M Y Y 1 61 211 57 3 1 1
144 F Y N 1 58 107 54 2 2 1
148 F N Y 2 41 153 71 1 1 3
166 M Y N 3 18 178 70 2 1 2
154 F N Y 1 58 106 65 1 3 1
141 F N Y 3 41 115 60 1 3 3
148 F N Y 1 61 99 63 1 2 1
205 M Y Y 1 50 165 68 2 3 3
144 M Y Y 3 50 194 77 1 3 3
143 M N N 3 27 166 66 2 1 1
203 M N Y 1 48 236 67 3 2 3
156 F N Y 1 35 131 68 1 3 3
176 M Y N 1 33 137 59 2 2 1
174 F Y Y 3 59 91 73 1 3 2
161 M Y Y 1 22 171 58 3 3 3
152 M Y N 1 25 165 70 1 1 2
169 M N Y 2 19 136 64 1 1 2
209 M N Y 3 36 237 58 3 3 1
201 F N N 3 60 204 63 3 1 2
148 M Y N 2 21 176 60 3 3 1
194 F Y Y 3 20 188 63 3 2 3
155 M N N 1 51 173 76 1 1 3
176 F Y N 1 23 107 58 1 1 3
145 F Y N 2 25 120 72 1 3 1
142 F Y N 1 30 128 72 1 2 2
182 M N Y 3 57 128 63 1 2 3
168 F N Y 1 23 206 60 3 1 2
165 M N Y 3 28 157 70 1 2 3
141 F Y Y 1 26 121 66 1 2 1
197 M Y Y 1 54 161 66 2 1 3
191 M N Y 2 45 153 58 3 1 3
196 F Y N 1 56 172 59 3 3 3
149 F Y N 1 18 170 67 2 1 1
180 F Y N 2 56 171 72 1 3 3
174 F N N 3 21 182 57 3 3 3
160 M Y N 3 43 204 72 2 1 2
169 M N N 1 43 212 76 2 1 3
147 F Y Y 3 55 156 59 3 2 1
149 M Y N 2 29 125 76 1 1 2
178 F N N 3 28 170 61 3 2 1
155 M Y N 2 60 239 76 2 3 3
143 F N N 3 52 199 64 3 2 2
203 F N Y 3 49 184 59 3 1 3
187 F Y Y 3 28 210 71 2 2 2
168 M Y Y 2 26 153 69 1 1 3
179 F N Y 3 59 159 62 2 3 1
169 M Y Y 3 33 144 59 2 1 1
153 M Y N 2 22 229 74 2 3 2
173 M N Y 2 45 165 65 2 3 3
188 F Y Y 1 53 103 74 1 3 2
153 M Y Y 2 21 241 71 3 1 1
163 F Y Y 3 48 156 74 1 2 3
142 F Y Y 1 52 184 64 3 2 2
170 F Y N 1 21 110 65 1 1 2
179 F N N 1 46 198 74 2 3 3
160 F Y Y 1 43 180 63 3 2 1
176 M N N 1 40 174 70 1 2 1
143 M N Y 3 32 210 74 2 2 3
162 F N N 2 46 158 62 2 1 1
221 M N Y 1 58 205 64 3 3 2
142 F Y Y 1 26 132 69 1 2 1
169 F Y Y 3 55 95 70 1 3 3
212 F N N 1 53 190 70 2 2 1
201 M Y N 1 50 151 70 1 1 1
175 F Y Y 3 25 201 64 3 3 2
149 M N N 2 32 225 62 3 2 2
141 F Y N 1 30 159 74 1 2 1
149 F Y Y 2 49 187 60 3 2 1
154 M N N 2 43 103 68 1 3 1
147 M N N 1 48 198 72 2 1 3
141 F N N 3 55 178 60 3 3 2
175 M N Y 3 36 221 60 3 2 2
164 M N Y 1 32 146 71 1 2 3
168 F N Y 1 34 197 59 3 2 1
148 F N Y 3 32 180 63 3 3 3
224 M N Y 1 23 233 67 3 1 2
210 F N Y 1 25 182 64 3 2 3
148 M N Y 1 47 110 73 1 2 1
198 F N Y 2 27 206 55 3 3 1
144 M Y Y 2 21 187 59 3 3 2
159 F Y N 1 35 166 65 2 3 2
206 M N Y 3 54 189 57 3 2 1
154 M Y Y 1 50 163 65 2 3 3
144 F N Y 1 43 155 65 2 1 1
149 M N N 1 39 164 70 1 3 3
142 F N N 2 31 184 61 3 3 2
207 F Y Y 3 33 109 65 1 2 2
192 M Y Y 1 38 235 66 3 2 1
182 M Y N 2 61 170 63 3 1 1
183 M N N 3 31 158 72 1 2 1
148 M N Y 2 31 247 62 3 2 2
147 M Y Y 1 43 182 60 3 2 1
146 M Y N 1 34 220 60 3 3 3
151 F Y Y 3 47 161 56 3 3 1
144 F Y N 3 24 209 66 3 2 3
211 M N N 1 28 218 63 3 2 1
141 F N N 3 38 122 59 1 3 2
147 F Y N 2 59 199 57 3 3 1
164 M Y N 3 51 246 76 2 3 3
193 F Y Y 1 51 111 54 2 2 1
169 M N N 3 53 249 73 3 2 1
172 M Y Y 1 19 102 75 1 1 3
187 M N N 1 63 113 69 1 3 1
142 F Y N 1 55 182 72 1 3 2
194 F N N 1 37 196 58 3 1 3
149 M N Y 2 40 161 59 3 3 2
143 F Y N 2 45 202 56 3 1 3
184 F Y N 1 36 177 55 3 1 2
198 M N Y 1 53 189 67 2 3 2
143 F Y Y 1 33 138 74 1 2 1
161 F Y Y 2 38 133 74 1 2 3
188 F N N 2 62 174 55 3 1 1
148 F N N 1 38 208 67 3 2 3
167 M Y N 3 42 119 67 1 3 3
181 F Y N 1 53 202 70 2 3 1
144 F N N 1 53 110 55 2 2 1
150 M Y N 2 49 172 58 3 2 3
157 F N Y 2 36 182 73 1 2 1
165 M Y Y 2 34 210 65 3 2 3
175 F Y Y 1 57 113 62 1 1 3
162 F N Y 1 44 199 55 3 1 2
199 F Y Y 1 59 156 58 3 2 2
192 F N Y 3 27 212 69 3 2 2
216 F Y Y 2 18 165 59 3 3 1
199 M Y Y 2 52 232 62 3 3 3
174 F Y Y 3 21 214 66 3 2 2
141 M N Y 2 22 249 57 3 1 3
146 F Y Y 3 36 146 60 2 2 2
192 M Y N 1 30 241 60 3 3 1
164 F Y Y 3 28 173 64 2 1 3
162 M N N 1 29 231 65 3 2 1
178 M N Y 1 63 173 63 3 3 2
168 M N Y 2 28 111 75 1 3 2
141 F N N 2 28 209 63 3 1 3
186 F Y Y 2 36 206 54 3 1 1
145 M Y N 3 44 134 63 1 3 3
142 F N Y 2 56 207 57 3 2 2
175 F N Y 1 45 195 70 2 1 3
145 F N Y 3 51 171 64 2 2 2
147 F Y Y 3 50 175 59 3 2 2
179 M N N 3 55 232 59 3 2 1
191 M N Y 3 38 173 61 3 3 2
184 F Y Y 3 43 179 59 3 2 1
144 F Y Y 1 39 198 60 3 2 2
178 M N N 1 23 189 62 3 3 1
182 M N Y 1 36 194 63 3 3 2
168 M Y N 1 18 176 77 1 2 3
214 F Y Y 1 20 186 55 3 1 2
148 F N N 3 50 140 54 3 2 2
181 M Y Y 2 29 159 68 1 2 2
142 F Y N 1 64 119 63 1 3 1
163 M Y Y 3 50 228 68 3 1 2
173 F N Y 3 54 192 64 3 2 2
181 F N Y 3 43 133 56 2 2 1
184 M N Y 1 35 165 71 1 3 1
147 M Y N 2 34 108 71 1 3 3
176 F N Y 2 19 179 63 3 2 2
151 M Y Y 3 29 241 67 3 3 2
142 F Y N 1 20 141 55 3 1 3
147 M Y N 1 40 199 59 3 1 3
185 F N Y 2 54 196 65 3 2 3
203 F Y Y 2 59 175 58 3 2 3
142 F Y N 3 59 216 58 3 3 3
168 M Y N 2 35 141 63 1 1 1
147 F N Y 3 34 175 67 2 3 2
148 F Y Y 3 41 194 64 3 3 3
198 F Y Y 1 58 138 74 1 3 2
158 F N Y 1 42 159 59 3 2 3
165 F N Y 2 27 140 54 3 1 2
145 F

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