Data: Advanced Graphs in RStudio

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dataset_student_survey_data_Chp9.csv
Home>Information Systems homework help>Data: Advanced Graphs in RStudio
Sex WrHnd NWHnd WHnd Fold Pulse Clap Exer Smoke Height MI Age
1 Female 18.5 18 Right R on L 92 Left Some Never 173 Metric 18.25
2 Male 19.5 20.5 Left R on L 104 Left None Regul 177.8 Imperial 17.583
3 Male 18 13.3 Right L on R 87 Neither None Occas NA NA 16.917
4 Male 18.8 18.9 Right R on L NA Neither None Never 160 Metric 20.333
5 Male 20 20 Right Neither 35 Right Some Never 165 Metric 23.667
6 Female 18 17.7 Right L on R 64 Right Some Never 172.72 Imperial 21
7 Male 17.7 17.7 Right L on R 83 Right Freq Never 182.88 Imperial 18.833
8 Female 17 17.3 Right R on L 74 Right Freq Never 157 Metric 35.833
9 Male 20 19.5 Right R on L 72 Right Some Never 175 Metric 19
10 Male 18.5 18.5 Right R on L 90 Right Some Never 167 Metric 22.333
11 Female 17 17.2 Right L on R 80 Right Freq Never 156.2 Imperial 28.5
12 Male 21 21 Right R on L 68 Left Freq Never NA NA 18.25
13 Female 16 16 Right L on R NA Right Some Never 155 Metric 18.75
14 Female 19.5 20.2 Right L on R 66 Neither Some Never 155 Metric 17.5
15 Male 16 15.5 Right R on L 60 Right Some Never NA NA 17.167
16 Female 17.5 17 Right R on L NA Right Freq Never 156 Metric 17.167
17 Female 18 18 Right L on R 89 Neither Freq Never 157 Metric 19.333
18 Male 19.4 19.2 Left R on L 74 Right Some Never 182.88 Imperial 18.333
19 Male 20.5 20.5 Right L on R NA Left Some Never 190.5 Imperial 19.75
20 Male 21 20.9 Right R on L 78 Right Freq Never 177 Metric 17.917
21 Male 21.5 22 Right R on L 72 Left Freq Never 190.5 Imperial 17.917
22 Male 20.1 20.7 Right L on R 72 Right Freq Never 180.34 Imperial 18.167
23 Male 18.5 18 Right L on R 64 Right Freq Never 180.34 Imperial 17.833
24 Male 21.5 21.2 Right R on L 62 Right Some Never 184 Metric 18.25
25 Female 17 17.5 Right R on L 64 Left Some Never NA NA 19.167
26 Male 18.5 18.5 Right Neither 90 Neither Some Never NA NA 17.583
27 Male 21 20.7 Right R on L 90 Right Some Never 172.72 Imperial 17.5
28 Male 20.8 21.4 Right R on L 62 Neither Freq Never 175.26 Imperial 18.083
29 Male 17.8 17.8 Right L on R 76 Neither Freq Never NA NA 21.917
30 Male 19.5 19.5 Right L on R 79 Right Some Never 167 Metric 19.25
31 Female 18.5 18 Right R on L 76 Right None Occas NA NA 41.583
32 Male 18.8 18.2 Right L on R 78 Right Freq Never 180 Metric 17.5
33 Female 17.1 17.5 Right R on L 72 Right Freq Heavy 166.4 Imperial 39.75
34 Male 20.1 20 Right R on L 70 Right Some Never 180 Metric 17.167
35 Male 18 19 Right L on R 54 Neither Some Regul NA NA 17.75
36 Male 22.2 21 Right L on R 66 Right Freq Occas 190 Metric 18
37 Female 16 16.5 Right L on R NA Right Some Never 168 Metric 19
38 Male 19.4 18.5 Right R on L 72 Neither Freq Never 182.5 Metric 17.917
39 Male 22 22 Right R on L 80 Right Some Never 185 Metric 35.5
40 Male 19 19 Right R on L NA Neither Freq Occas 171 Metric 19.917
41 Female 17.5 16 Right L on R NA Right Some Never 169 Metric 17.5
42 Female 17.8 18 Right R on L 72 Right Some Never 154.94 Imperial 17.083
43 Male NA NA Right R on L 60 NA Some Never 172 Metric 28.583
44 Female 20.1 20.2 Right L on R 80 Right Some Never 176.5 Imperial 17.5
45 Female 13 13 NA L on R 70 Left Freq Never 180.34 Imperial 17.417
46 Male 17 17.5 Right R on L NA Neither Freq Never 180.34 Imperial 18.5
47 Male 23.2 22.7 Right L on R 84 Left Freq Regul 180 Metric 18.917
48 Male 22.5 23 Right R on L 96 Right None Never 170 Metric 19.417
49 Female 18 17.6 Right R on L 60 Right Some Occas 168 Metric 18.417
50 Female 18 17.9 Right R on L 50 Left None Never 165 Metric 30.75
51 Male 22 21.5 Left R on L 55 Left Freq Never 200 Metric 18.5
52 Male 20.5 20 Right L on R 68 Right Freq Never 190 Metric 17.5
53 Male 17 18 Right L on R 78 Left Some Never 170.18 Imperial 18.333
54 Male 20.5 19.5 Right L on R 56 Right Freq Never 179 Metric 17.417
55 Male 22.5 22.5 Right R on L 65 Right Freq Regul 182 Metric 20
56 Male 18.5 18.5 Right L on R NA Neither Freq Never 171 Metric 18.333
57 Female 15.5 15.4 Right R on L 70 Neither None Never 157.48 Imperial 17.167
58 Male 19.5 19.7 Right R on L 72 Right Freq Never NA NA 17.417
59 Male 19.5 19 Right L on R 62 Right Freq Never 177.8 Imperial 17.667
60 Male 20.6 21 Left L on R NA Left Freq Occas 175.26 Imperial 18.417
61 Male 22.8 23.2 Right R on L 66 Neither Freq Never 187 Metric 20.333
62 Female 18.5 18.2 Right R on L 72 Neither Freq Never 167.64 Imperial 17.333
63 Female 19.6 19.7 Right L on R 70 Right Freq Never 178 Metric 17.5
64 Female 18.7 18 Left L on R NA Left None Never 170 Metric 19.833
65 Female 17.3 18 Right L on R 64 Neither Freq Never 164 Metric 18.583
66 Male 19.5 19.8 Right Neither NA Right Freq Never 183 Metric 18
67 Female 19 19.1 Right L on R NA Neither Freq Never 172 Metric 30.667
68 Female 18.5 18 Right R on L 64 Right Freq Never NA NA 16.917
69 Male 19 19 Right L on R NA Right Some Never 180 Metric 19.917
70 Male 21 19.5 Right L on R 80 Left None NA NA NA 18.333
71 Female 18 17.5 Right L on R 64 Left Freq Never 170 Metric 17.583
72 Male 19.4 19.5 Right R on L NA Right Freq Heavy 176 Metric 17.833
73 Female 17 16.6 Right R on L 68 Right Some Never 171 Metric 17.667
74 Female 16.5 17 Right L on R 40 Left Freq Never 167.64 Imperial 17.417
75 Female 15.6 15.8 Right R on L 88 Left Some Never 165 Metric 17.75
76 Female 17.5 17.5 Right Neither 68 Right Freq Heavy 170 Metric 20.667
77 Female 17 17.6 Right L on R 76 Right Some Never 165 Metric 23.583
78 Female 18.6 18 Right L on R NA Neither Freq Heavy 165.1 Imperial 17.167
79 Female 18.3 18.5 Right R on L 68 Neither Some Never 165.1 Imperial 17.083
80 Male 20 20.5 Right L on R NA Right Freq Never 185.42 Imperial 18.75
81 Male 19.5 19.5 Left R on L 66 Left Some Never NA NA 16.75
82 Male 19.2 18.9 Right R on L 76 Right Freq Never 176.5 Imperial 20.167
83 Female 17.5 17.5 Right R on L 98 Left Freq Never NA NA 17.667
84 Female 17 17.4 Right R on L NA Neither Some Never NA NA 17.167
85 Male 23 23.5 Right L on R 90 Right Freq Never 167.64 Imperial 17.167
86 Female 17.7 17 Right R on L 76 Right Some Never 167 Metric 17.25
87 Female 18.2 18 Right L on R 70 Right Some Never 162.56 Imperial 18
88 Female 18.3 18.5 Right R on L 75 Left Freq Never 170 Metric 18.75
89 Male 18 18 Right Neither 60 Right Freq Never 179 Metric 21.583
90 Female 18 17.7 Left R on L 92 Left Some Never NA NA 17.583
91 Male 20.5 20 Right R on L 75 Left Some Never 183 Metric 19.667
92 Female 17.5 18 Right Neither NA Right Some Never NA NA 18
93 Female 18.2 17.5 Right L on R 70 Right Some Never 165 Metric 19.667
94 Female 18.2 18.5 Right R on L NA Right Some Never 168 Metric 17.083
95 Male 21.3 20.8 Right R on L 65 Right Freq Heavy 179 Metric 22.833
96 Female 19 18.8 Right L on R NA Right Some Never NA NA 17.083
97 Male 20 19.5 Right R on L 68 Neither Freq Regul 190 Metric 19.417
98 Female 17.5 17.5 Right R on L 60 Right Freq Never 166.5 Metric 23.25
99 Male 19.5 19.4 Right Neither NA Right Freq Never 165 Metric 18.083
100 Female 19.4 19.6 Right R on L 68 Neither Freq Never 175.26 Imperial 19.083
101 Male 21.9 22.2 Right R on L NA Right Some Never 187 Metric 18.917
102 Male 18.9 19.1 Right L on R 60 Neither None Never 170 Metric 17.75
103 Female 16 16 Right Neither NA Right Some Never 159 Metric 20.833
104 Female 17.5 17.3 Right R on L 72 Right Freq Never 175 Metric 20.167
105 Female 17.5 17 Right R on L 80 Left Some Heavy 163 Metric 17.667
106 Female 19.5 18.5 Right R on L 80 Right Some Never 170 Metric 18.25
107 Female 16.2 16.4 Right R on L NA Right Freq Occas 172 Metric 17
108 Female 17 15.9 Right R on L 85 Right Freq Never NA NA 18.5
109 Male 17.5 17.5 Right L on R 64 Neither Freq Never 180 Metric 18.583
110 Male 19.7 20.1 Right R on L 67 Left Some Regul 180.34 Imperial 17.75
111 Female 18.5 18.5 Right R on L 76 Left Freq Never 175 Metric 24.167
112 Male 19.2 19.6 Right L on R 80 Right None Never 190.5 Imperial 18.167
113 Female 17.2 16.7 Right R on L 75 Right Freq Never 170.18 Imperial 21.167
114 Male 20.5 21 Right R on L 60 Right Freq Never 185 Metric 17.917
115 Female 16 15.5 Right L on R 60 Left Freq Never 162.56 Imperial 17.417
116 Female 16.9 16 Right L on R 70 Right None Never 158 Metric 20.5
117 Female 17 16.7 Right R on L 70 Right Some Never 159 Metric 22.917
118 Male 23 22 Left L on R 83 Left Some Heavy 193.04 Imperial 18.917
119 Female 18.5 18 Left L on R 100 Neither Some Never 171 Metric 18.917
120 Male 21 20.4 Right L on R 100 Right Freq Heavy 184 Metric 20.083
121 Male 20 20 Right R on L 80 Neither Freq Occas NA NA 17.5
122 Male 22.5 22.5 Right L on R 76 Right Freq Occas 177 Metric 18.25
123 Female 18.5 18 Right R on L 92 Right Freq Never 172 Metric 17.5
124 Male 19.8 20 Left L on R 59 Right Freq Never 180 Metric 17.417
125 Male 18.5 18.1 Right L on R 66 Left Freq Never 175.26 Imperial 21
126 Male 19.3 19.4 Right R on L NA Right Freq Never 180.34 Imperial 19.833
127 Female 16 16 Right R on L 68 Right Freq Never 172.72 Imperial 17.667
128 Male 18.8 19.1 Right L on R 66 Neither Freq Regul 178.5 Metric 18.083
129 Female 17.5 17 Right R on L 74 Right Freq Never 157 Metric 18
130 Female 16.4 16.5 Right L on R 90 Right Some Never 152 Metric 18.333
131 Male 22 21.5 Right R on L 86 Right Freq Never 187.96 Imperial 20
132 Male 19 19.5 Right L on R 60 Right Some Never 178 Metric 18.75
133 Female 18.9 20 Right R on L 86 Right Some Never NA NA 19.083
134 Female 15.4 16.4 Left L on R 80 Left Freq Occas 160.02 Imperial 18.5
135 Male 17.9 17.8 Right R on L 85 Left Some Never 175.26 Imperial 18.417
136 Male 23.1 22.5 Right L on R 90 Right Some Regul 189 Metric 19.167
137 NA 19.8 19 Left L on R 73 Neither Freq Never 172 Metric 21.5
138 Male 22 22 Right L on R 72 Right Freq Never 182.88 Imperial 19.333
139 Male 20 19.5 Right L on R NA Right Freq Never 170 Metric 21.417
140 Female 19.5 18.5 Right L on R 68 Right None Never 167 Metric 18.667
141 Female 18 18.6 Right R on L 84 Right Some Never 175 Metric 17.5
142 Female 18.3 19 Right R on L NA Right None Never 165 Metric 21.083
143 Female 19 18.8 Right R on L 65 Right Freq Never 172.72 Imperial 17.25
144 Male 21.4 21 Right L on R 96 Neither Some Never 180 Metric 19
145 Female 20 19.5 Left R on L 68 Neither Freq Never 172 Metric 19.167
146 Male 18.5 18.5 Right R on L 75 Neither Some Never 185 Metric 19
147 Male 22.5 22.6 Right L on R 64 Right Freq Regul 187.96 Imperial 23
148 Male 19.5 20.2 Right R on L 60 Neither Freq Never 185.42 Imperial 32.667
149 Female 18 18 Right L on R 92 Neither Freq Never 165 Metric 20
150 Female 18 18.5 Right R on L 64 Neither Freq Never 164 Metric 20.167
151 Male 21.8 22.3 Right R on L 76 Left Freq Never 195 Metric 25.5
152 Female 13 12.5 Right L on R 80 Right Freq Never 165 Metric 18.167
153 Female 16.3 16.2 Right L on R 92 Right Some Regul 152.4 Imperial 23.5
154 Male 21.5 21.6 Right R on L 69 Right Freq Never 172.72 Imperial 70.417
155 Male 18.9 19.1 Right L on R 68 Right None Never 180.34 Imperial 43.833
156 Male 20.5 20 Right R on L 76 Right Freq Never 173 Metric 23.583
157 Male 14 15.5 Right L on R NA Neither Freq Heavy NA NA 21.083
158 Female 18.9 19.2 Right L on R 74 Right Some Never 167.64 Imperial 44.25
159 Male 20 20.5 Right R on L NA Right None Never 187.96 Imperial 19.667
160 Male 18.5 19 Right L on R 84 Right Freq Regul 187 Metric 17.917
161 Female 17.5 17.1 Right R on L 80 Left None Never 167 Metric 18.417
162 Male 18.1 18.2 Left Neither NA Right Some Never 168 Metric 21.167
163 Male 20.2 20.3 Right L on R 72 Neither Some Never 191.8 Imperial 17.5
164 Female 16.5 16.9 Right R on L 60 Neither Freq Occas 169.2 Metric 29.083
165 Male 19.1 19.1 Right Neither NA Right Some Never 177 Metric 19.917
166 Female 17.6 17.2 Right R on L 81 Left Some Never 168 Metric 18.5
167 Female 19.5 19.2 Right R on L 70 Right Some Never 170 Metric 18.167
168 Female 16.5 15 Right L on R 65 Right Some Regul 160.02 Imperial 32.75
169 Male 19 18.5 Right L on R NA Neither Freq Never 189 Metric 17.417
170 Male 19 18.5 Right R on L 72 Right Freq Never 180.34 Imperial 17.333
171 Female 16.5 17 Right L on R NA Right Some Never 168 Metric 73
172 Male 20.5 19.5 Left L on R 80 Right Some Occas 182.88 Imperial 18.667
173 Female 15.5 15.5 Right Neither 50 Right Some Regul NA NA 18.5
174 Female 18 17.5 Right R on L 48 Neither Freq Never 165 Metric 18.667
175 Female 17.5 18 Right R on L 68 Neither Freq Never 157.48 Imperial 17.75
176 Female 19 18.5 Left L on R 104 Left Freq Never 170 Metric 17.25
177 Male 20.5 20.5 Right Neither 76 Right Freq Regul 172.72 Imperial 36.583
178 Female 16.7 17 Right L on R 84 Left Freq Never 164 Metric 23.083
179 Female 20.5 20.5 Right R on L NA Left Freq Regul NA NA 19.25
180 Female 17 16.5 Right R on L 70 Right Some Never 162.56 Imperial 17.167
181 Male 19 19.5 Right R on L 68 Right Freq Occas 172 Metric 23.417
182 Female 14 13.5 Right R on L 87 Neither Freq Occas 165.1 Imperial 17.083
183 Female 17.5 17.6 Right L on R 79 Right Some Never 162.5 Metric 17.25
184 Male 18.5 19 Right L on R 70 Left Freq Never 170 Metric 23.833
185 Male 18 18.5 Right Neither 90 Right Some Never 175 Metric 18.75
186 Male 20.5 20.7 Right R on L 72 Right Some Never 168 Metric 21.167
187 Female 17 17 Right L on R 79 Right Some Never 163 Metric 24.667
188 Male 18.5 18.5 Right R on L 65 Right None Never 165 Metric 18.5
189 Male 18 18.5 Right R on L 62 Right Freq Never 173 Metric 20.333
190 Male 18.5 18 Right Neither 63 Neither Freq Never 196 Metric 20.083
191 Male 20 19.5 Right R on L 92 Right Some Never 179.1 Imperial 18.917
192 Male 22 22.5 Right L on R 60 Right Some Never 180 Metric 27.333
193 Male 17.9 18.4 Right R on L 68 Left None Occas 176 Metric 18.917
194 Female 17.6 17.8 Right L on R 72 Left Some Never 160.02 Imperial 17.25
195 Female 16.7 15.1 Right Neither NA Right None Never 157.48 Imperial 18.167
196 Female 17 17.6 Right L on R 76 Right Some Never 165 Metric 26.5
197 Female 15 13 Right R on L 80 Neither Freq Never 170.18 Imperial 17
198 Male 16 15.5 Right Neither 71 Right Freq Never 154.94 Imperial 17.167
199 Female 19.1 19 Right R on L 80 Right Some Occas 170 Metric 19.167
200 Female 17.5 16.5 Right R on L 80 Neither Some Never 164 Metric 17.5
201 Female 16.2 15.8 Right R on L 61 Right Some Occas 167 Metric 19.25
202 Male 21 21 Right L on R 48 Neither Freq Never 174 Metric 21.333
203 Female 18.8 17.8 Right R on L 76 Right Some Never NA NA 18.583
204 Female 18.5 18 Right Neither 86 Right None Never 160 Metric 20.167
205 Male 17 17.5 Right R on L 80 Right Some Regul 179.1 Metric 18.667
206 Female 17.5 17 Right R on L 83 Neither Freq Occas 168 Metric 17.083
207 Female 17.5 17.6 Right L on R 76 Right Some Never 153.5 Metric 17.417
208 Male 17.5 17.6 Right R on L 84 Right Some Never 160 Metric 18.583
209 Male 17.5 17 Left L on R 97 Neither None Never 165 Metric 19.5
210 Female 20.8 20.7 Right R on L NA Neither Freq Never 171.5 Metric 18.5
211 Female 18.6 18.6 Right L on R 74 Right Some Never 160 Metric 17.167
212 Female 17.5 17.5 Left R on L 83 Neither Some Never 163 Metric 17.25
213 Male 18 18.5 Right R on L 78 Right Freq Never NA NA 17.5
214 Male 17 17.5 Right R on L 65 Right Some Never 165 Metric 20.417
215 Female 18 17.8 Right L on R 68 Right Some Never 168.9 Imperial 17.083
216 Male 19.5 20 Right Neither NA Right Some Never 170 Metric 21.25
217 Female 16.3 16.2 Right L on R NA Right None Never NA NA 19.25
218 Male 18.2 19.8 Right R on L 88 Right Freq Never 185 Metric 19.333
219 Female 17 17.3 Right L on R NA Neither Freq Never 173 Metric 19.167
220 Male 23.2 23.2 Right L on R 75 Right Freq Never 188 Metric 18.917
221 Male 23.2 23.3 Right L on R NA Right None Heavy 171 Metric 20.917
222 Female 15.9 16.5 Right R on L 70 Right Freq Never 167.64 Imperial 17.333
223 Female 17.5 18.4 Right R on L 88 Right Some Never 162.56 Imperial 18.167
224 Female 17.5 17.6 Right L on R NA Right Freq Never 150 Metric 20.75
225 Female 17.6 17.2 Right L on R NA Right Some Never NA NA 19.917
226 Female 17.5 17.8 Right R on L 96 Right Some Never NA NA 18.667
227 Female 18.8 18.3 Right R on L 80 Right Some Heavy 170.18 Imperial 18.417
228 Male 20 19.8 Right L on R 68 Right Freq Never 185 Metric 17.417
229 Female 18.6 18.8 Right L on R 70 Right Freq Regul 167 Metric 20.333
230 Male 18.6 19.6 Right L on R 71 Right Freq Occas 185 Metric 19.333
231 Female 18.8 18.5 Right R on L 80 Right Some Never 169 Metric 18.167
232 Male 18 16 Right R on L NA Right Some Never 180.34 Imperial 20.75
233 Female 18 18 Right L on R 85 Right Some Never 165.1 Imperial 17.667
234 Female 18.5 18 Right L on R 88 Right Some Never 160 Metric 16.917
235 Female 17.5 16.5 Right R on L NA Right Some Never 170 Metric 18.583
236 Male 21 21.5 Right R on L 90 Right Some Never 183 Metric 17.167
237 Female 17.6 17.3 Right R on L 85 Right Freq Never 168.5 Metric 17.75
238 Female 18.9 20 Right R on L 86 Right Some Never NA NA 19.083
239 Female 15.4 16.4 Left L on R 80 Left Freq Occas 160.02 Imperial 18.5
240 Male 17.9 17.8 Right R on L 85 Left Some Never 175.26 Imperial 18.417
241 Male 23.1 22.5 Right L on R 90 Right Some Regul 189 Metric 19.167
242 NA 19.8 19 Left L on R 73 Neither Freq Never 172 Metric 21.5
243 Male 22 22 Right L on R 72 Right Freq Never 182.88 Imperial 19.333
244 Male 20 19.5 Right L on R NA Right Freq Never 170 Metric 21.417
245 Female 19.5 18.5 Right L on R 68 Right None Never 167 Metric 18.667
246 Female 18 18.6 Right R on L 84 Right Some Never 175 Metric 17.5
247 Female 18.3 19 Right R on L NA Right None Never 165 Metric 21.083
248 Female 19 18.8 Right R on L 65 Right Freq Never 172.72 Imperial 17.25
249 Male 21.4 21 Right L on R 96 Neither Some Never 180 Metric 19
250 Female 18.5 18 Right Neither 86 Right None Never 160 Metric 20.167
251 Male 17 17.5 Right R on L 80 Right Some Regul 179.1 Metric 18.667
252 Female 17.5 17 Right R on L 83 Neither Freq Occas 168 Metric 17.083
253 Female 17.5 17.6 Right L on R 76 Right Some Never 153.5 Metric 17.417
254 Male 17.5 17.6 Right R on L 84 Right Some Never 160 Metric 18.583
255 Male 17.5 17 Left L on R 97 Neither None Never 165 Metric 19.5
256 Female 20.8 20.7 Right R on L NA Neither Freq Never 171.5 Metric 18.5
257 Female 18.6 18.6 Right L on R 74 Right Some Never 160 Metric 17.167
258 Female 17.5 17.5 Left R on L 83 Neither Some Never 163 Metric 17.25
259 Male 18 18.5 Right R on L 78 Right Freq Never NA NA 17.5