SETTING THE DIRECTORY AND READING THE DATA
setwd("C:/Users/Bagga/Desktop/Internship 2018/Week1, Day 5")
titanic <- read.csv("C:/Users/Bagga/Desktop/Internship 2018/Week1, Day 5/Titanic Data.csv")
titanic
## Survived Pclass Sex Age SibSp Parch Fare Embarked
## 1 0 3 male 22.0 1 0 7.2500 S
## 2 1 1 female 38.0 1 0 71.2833 C
## 3 1 3 female 26.0 0 0 7.9250 S
## 4 1 1 female 35.0 1 0 53.1000 S
## 5 0 3 male 35.0 0 0 8.0500 S
## 6 0 3 male 29.7 0 0 8.4583 Q
## 7 0 1 male 54.0 0 0 51.8625 S
## 8 0 3 male 2.0 3 1 21.0750 S
## 9 1 3 female 27.0 0 2 11.1333 S
## 10 1 2 female 14.0 1 0 30.0708 C
## 11 1 3 female 4.0 1 1 16.7000 S
## 12 1 1 female 58.0 0 0 26.5500 S
## 13 0 3 male 20.0 0 0 8.0500 S
## 14 0 3 male 39.0 1 5 31.2750 S
## 15 0 3 female 14.0 0 0 7.8542 S
## 16 1 2 female 55.0 0 0 16.0000 S
## 17 0 3 male 2.0 4 1 29.1250 Q
## 18 1 2 male 29.7 0 0 13.0000 S
## 19 0 3 female 31.0 1 0 18.0000 S
## 20 1 3 female 29.7 0 0 7.2250 C
## 21 0 2 male 35.0 0 0 26.0000 S
## 22 1 2 male 34.0 0 0 13.0000 S
## 23 1 3 female 15.0 0 0 8.0292 Q
## 24 1 1 male 28.0 0 0 35.5000 S
## 25 0 3 female 8.0 3 1 21.0750 S
## 26 1 3 female 38.0 1 5 31.3875 S
## 27 0 3 male 29.7 0 0 7.2250 C
## 28 0 1 male 19.0 3 2 263.0000 S
## 29 1 3 female 29.7 0 0 7.8792 Q
## 30 0 3 male 29.7 0 0 7.8958 S
## 31 0 1 male 40.0 0 0 27.7208 C
## 32 1 1 female 29.7 1 0 146.5208 C
## 33 1 3 female 29.7 0 0 7.7500 Q
## 34 0 2 male 66.0 0 0 10.5000 S
## 35 0 1 male 28.0 1 0 82.1708 C
## 36 0 1 male 42.0 1 0 52.0000 S
## 37 1 3 male 29.7 0 0 7.2292 C
## 38 0 3 male 21.0 0 0 8.0500 S
## 39 0 3 female 18.0 2 0 18.0000 S
## 40 1 3 female 14.0 1 0 11.2417 C
## 41 0 3 female 40.0 1 0 9.4750 S
## 42 0 2 female 27.0 1 0 21.0000 S
## 43 0 3 male 29.7 0 0 7.8958 C
## 44 1 2 female 3.0 1 2 41.5792 C
## 45 1 3 female 19.0 0 0 7.8792 Q
## 46 0 3 male 29.7 0 0 8.0500 S
## 47 0 3 male 29.7 1 0 15.5000 Q
## 48 1 3 female 29.7 0 0 7.7500 Q
## 49 0 3 male 29.7 2 0 21.6792 C
## 50 0 3 female 18.0 1 0 17.8000 S
## 51 0 3 male 7.0 4 1 39.6875 S
## 52 0 3 male 21.0 0 0 7.8000 S
## 53 1 1 female 49.0 1 0 76.7292 C
## 54 1 2 female 29.0 1 0 26.0000 S
## 55 0 1 male 65.0 0 1 61.9792 C
## 56 1 1 male 29.7 0 0 35.5000 S
## 57 1 2 female 21.0 0 0 10.5000 S
## 58 0 3 male 28.5 0 0 7.2292 C
## 59 1 2 female 5.0 1 2 27.7500 S
## 60 0 3 male 11.0 5 2 46.9000 S
## 61 0 3 male 22.0 0 0 7.2292 C
## 62 0 1 male 45.0 1 0 83.4750 S
## 63 0 3 male 4.0 3 2 27.9000 S
## 64 0 1 male 29.7 0 0 27.7208 C
## 65 1 3 male 29.7 1 1 15.2458 C
## 66 1 2 female 29.0 0 0 10.5000 S
## 67 0 3 male 19.0 0 0 8.1583 S
## 68 1 3 female 17.0 4 2 7.9250 S
## 69 0 3 male 26.0 2 0 8.6625 S
## 70 0 2 male 32.0 0 0 10.5000 S
## 71 0 3 female 16.0 5 2 46.9000 S
## 72 0 2 male 21.0 0 0 73.5000 S
## 73 0 3 male 26.0 1 0 14.4542 C
## 74 1 3 male 32.0 0 0 56.4958 S
## 75 0 3 male 25.0 0 0 7.6500 S
## 76 0 3 male 29.7 0 0 7.8958 S
## 77 0 3 male 29.7 0 0 8.0500 S
## 78 1 2 male 0.8 0 2 29.0000 S
## 79 1 3 female 30.0 0 0 12.4750 S
## 80 0 3 male 22.0 0 0 9.0000 S
## 81 1 3 male 29.0 0 0 9.5000 S
## 82 1 3 female 29.7 0 0 7.7875 Q
## 83 0 1 male 28.0 0 0 47.1000 S
## 84 1 2 female 17.0 0 0 10.5000 S
## 85 1 3 female 33.0 3 0 15.8500 S
## 86 0 3 male 16.0 1 3 34.3750 S
## 87 0 3 male 29.7 0 0 8.0500 S
## 88 1 1 female 23.0 3 2 263.0000 S
## 89 0 3 male 24.0 0 0 8.0500 S
## 90 0 3 male 29.0 0 0 8.0500 S
## 91 0 3 male 20.0 0 0 7.8542 S
## 92 0 1 male 46.0 1 0 61.1750 S
## 93 0 3 male 26.0 1 2 20.5750 S
## 94 0 3 male 59.0 0 0 7.2500 S
## 95 0 3 male 29.7 0 0 8.0500 S
## 96 0 1 male 71.0 0 0 34.6542 C
## 97 1 1 male 23.0 0 1 63.3583 C
## 98 1 2 female 34.0 0 1 23.0000 S
## 99 0 2 male 34.0 1 0 26.0000 S
## 100 0 3 female 28.0 0 0 7.8958 S
## 101 0 3 male 29.7 0 0 7.8958 S
## 102 0 1 male 21.0 0 1 77.2875 S
## 103 0 3 male 33.0 0 0 8.6542 S
## 104 0 3 male 37.0 2 0 7.9250 S
## 105 0 3 male 28.0 0 0 7.8958 S
## 106 1 3 female 21.0 0 0 7.6500 S
## 107 1 3 male 29.7 0 0 7.7750 S
## 108 0 3 male 38.0 0 0 7.8958 S
## 109 1 3 female 29.7 1 0 24.1500 Q
## 110 0 1 male 47.0 0 0 52.0000 S
## 111 0 3 female 14.5 1 0 14.4542 C
## 112 0 3 male 22.0 0 0 8.0500 S
## 113 0 3 female 20.0 1 0 9.8250 S
## 114 0 3 female 17.0 0 0 14.4583 C
## 115 0 3 male 21.0 0 0 7.9250 S
## 116 0 3 male 70.5 0 0 7.7500 Q
## 117 0 2 male 29.0 1 0 21.0000 S
## 118 0 1 male 24.0 0 1 247.5208 C
## 119 0 3 female 2.0 4 2 31.2750 S
## 120 0 2 male 21.0 2 0 73.5000 S
## 121 0 3 male 29.7 0 0 8.0500 S
## 122 0 2 male 32.5 1 0 30.0708 C
## 123 1 2 female 32.5 0 0 13.0000 S
## 124 0 1 male 54.0 0 1 77.2875 S
## 125 1 3 male 12.0 1 0 11.2417 C
## 126 0 3 male 29.7 0 0 7.7500 Q
## 127 1 3 male 24.0 0 0 7.1417 S
## 128 1 3 female 29.7 1 1 22.3583 C
## 129 0 3 male 45.0 0 0 6.9750 S
## 130 0 3 male 33.0 0 0 7.8958 C
## 131 0 3 male 20.0 0 0 7.0500 S
## 132 0 3 female 47.0 1 0 14.5000 S
## 133 1 2 female 29.0 1 0 26.0000 S
## 134 0 2 male 25.0 0 0 13.0000 S
## 135 0 2 male 23.0 0 0 15.0458 C
## 136 1 1 female 19.0 0 2 26.2833 S
## 137 0 1 male 37.0 1 0 53.1000 S
## 138 0 3 male 16.0 0 0 9.2167 S
## 139 0 1 male 24.0 0 0 79.2000 C
## 140 0 3 female 29.7 0 2 15.2458 C
## 141 1 3 female 22.0 0 0 7.7500 S
## 142 1 3 female 24.0 1 0 15.8500 S
## 143 0 3 male 19.0 0 0 6.7500 Q
## 144 0 2 male 18.0 0 0 11.5000 S
## 145 0 2 male 19.0 1 1 36.7500 S
## 146 1 3 male 27.0 0 0 7.7958 S
## 147 0 3 female 9.0 2 2 34.3750 S
## 148 0 2 male 36.5 0 2 26.0000 S
## 149 0 2 male 42.0 0 0 13.0000 S
## 150 0 2 male 51.0 0 0 12.5250 S
## 151 1 1 female 22.0 1 0 66.6000 S
## 152 0 3 male 55.5 0 0 8.0500 S
## 153 0 3 male 40.5 0 2 14.5000 S
## 154 0 3 male 29.7 0 0 7.3125 S
## 155 0 1 male 51.0 0 1 61.3792 C
## 156 1 3 female 16.0 0 0 7.7333 Q
## 157 0 3 male 30.0 0 0 8.0500 S
## 158 0 3 male 29.7 0 0 8.6625 S
## 159 0 3 male 29.7 8 2 69.5500 S
## 160 0 3 male 44.0 0 1 16.1000 S
## 161 1 2 female 40.0 0 0 15.7500 S
## 162 0 3 male 26.0 0 0 7.7750 S
## 163 0 3 male 17.0 0 0 8.6625 S
## 164 0 3 male 1.0 4 1 39.6875 S
## 165 1 3 male 9.0 0 2 20.5250 S
## 166 1 1 female 29.7 0 1 55.0000 S
## 167 0 3 female 45.0 1 4 27.9000 S
## 168 0 1 male 29.7 0 0 25.9250 S
## 169 0 3 male 28.0 0 0 56.4958 S
## 170 0 1 male 61.0 0 0 33.5000 S
## 171 0 3 male 4.0 4 1 29.1250 Q
## 172 1 3 female 1.0 1 1 11.1333 S
## 173 0 3 male 21.0 0 0 7.9250 S
## 174 0 1 male 56.0 0 0 30.6958 C
## 175 0 3 male 18.0 1 1 7.8542 S
## 176 0 3 male 29.7 3 1 25.4667 S
## 177 0 1 female 50.0 0 0 28.7125 C
## 178 0 2 male 30.0 0 0 13.0000 S
## 179 0 3 male 36.0 0 0 0.0000 S
## 180 0 3 female 29.7 8 2 69.5500 S
## 181 0 2 male 29.7 0 0 15.0500 C
## 182 0 3 male 9.0 4 2 31.3875 S
## 183 1 2 male 1.0 2 1 39.0000 S
## 184 1 3 female 4.0 0 2 22.0250 S
## 185 0 1 male 29.7 0 0 50.0000 S
## 186 1 3 female 29.7 1 0 15.5000 Q
## 187 1 1 male 45.0 0 0 26.5500 S
## 188 0 3 male 40.0 1 1 15.5000 Q
## 189 0 3 male 36.0 0 0 7.8958 S
## 190 1 2 female 32.0 0 0 13.0000 S
## 191 0 2 male 19.0 0 0 13.0000 S
## 192 1 3 female 19.0 1 0 7.8542 S
## 193 1 2 male 3.0 1 1 26.0000 S
## 194 1 1 female 44.0 0 0 27.7208 C
## 195 1 1 female 58.0 0 0 146.5208 C
## 196 0 3 male 29.7 0 0 7.7500 Q
## 197 0 3 male 42.0 0 1 8.4042 S
## 198 1 3 female 29.7 0 0 7.7500 Q
## 199 0 2 female 24.0 0 0 13.0000 S
## 200 0 3 male 28.0 0 0 9.5000 S
## 201 0 3 male 29.7 8 2 69.5500 S
## 202 0 3 male 34.0 0 0 6.4958 S
## 203 0 3 male 45.5 0 0 7.2250 C
## 204 1 3 male 18.0 0 0 8.0500 S
## 205 0 3 female 2.0 0 1 10.4625 S
## 206 0 3 male 32.0 1 0 15.8500 S
## 207 1 3 male 26.0 0 0 18.7875 C
## 208 1 3 female 16.0 0 0 7.7500 Q
## 209 1 1 male 40.0 0 0 31.0000 C
## 210 0 3 male 24.0 0 0 7.0500 S
## 211 1 2 female 35.0 0 0 21.0000 S
## 212 0 3 male 22.0 0 0 7.2500 S
## 213 0 2 male 30.0 0 0 13.0000 S
## 214 0 3 male 29.7 1 0 7.7500 Q
## 215 1 1 female 31.0 1 0 113.2750 C
## 216 1 3 female 27.0 0 0 7.9250 S
## 217 0 2 male 42.0 1 0 27.0000 S
## 218 1 1 female 32.0 0 0 76.2917 C
## 219 0 2 male 30.0 0 0 10.5000 S
## 220 1 3 male 16.0 0 0 8.0500 S
## 221 0 2 male 27.0 0 0 13.0000 S
## 222 0 3 male 51.0 0 0 8.0500 S
## 223 0 3 male 29.7 0 0 7.8958 S
## 224 1 1 male 38.0 1 0 90.0000 S
## 225 0 3 male 22.0 0 0 9.3500 S
## 226 1 2 male 19.0 0 0 10.5000 S
## 227 0 3 male 20.5 0 0 7.2500 S
## 228 0 2 male 18.0 0 0 13.0000 S
## 229 0 3 female 29.7 3 1 25.4667 S
## 230 1 1 female 35.0 1 0 83.4750 S
## 231 0 3 male 29.0 0 0 7.7750 S
## 232 0 2 male 59.0 0 0 13.5000 S
## 233 1 3 female 5.0 4 2 31.3875 S
## 234 0 2 male 24.0 0 0 10.5000 S
## 235 0 3 female 29.7 0 0 7.5500 S
## 236 0 2 male 44.0 1 0 26.0000 S
## 237 1 2 female 8.0 0 2 26.2500 S
## 238 0 2 male 19.0 0 0 10.5000 S
## 239 0 2 male 33.0 0 0 12.2750 S
## 240 0 3 female 29.7 1 0 14.4542 C
## 241 1 3 female 29.7 1 0 15.5000 Q
## 242 0 2 male 29.0 0 0 10.5000 S
## 243 0 3 male 22.0 0 0 7.1250 S
## 244 0 3 male 30.0 0 0 7.2250 C
## 245 0 1 male 44.0 2 0 90.0000 Q
## 246 0 3 female 25.0 0 0 7.7750 S
## 247 1 2 female 24.0 0 2 14.5000 S
## 248 1 1 male 37.0 1 1 52.5542 S
## 249 0 2 male 54.0 1 0 26.0000 S
## 250 0 3 male 29.7 0 0 7.2500 S
## 251 0 3 female 29.0 1 1 10.4625 S
## 252 0 1 male 62.0 0 0 26.5500 S
## 253 0 3 male 30.0 1 0 16.1000 S
## 254 0 3 female 41.0 0 2 20.2125 S
## 255 1 3 female 29.0 0 2 15.2458 C
## 256 1 1 female 29.7 0 0 79.2000 C
## 257 1 1 female 30.0 0 0 86.5000 S
## 258 1 1 female 35.0 0 0 512.3292 C
## 259 1 2 female 50.0 0 1 26.0000 S
## 260 0 3 male 29.7 0 0 7.7500 Q
## 261 1 3 male 3.0 4 2 31.3875 S
## 262 0 1 male 52.0 1 1 79.6500 S
## 263 0 1 male 40.0 0 0 0.0000 S
## 264 0 3 female 29.7 0 0 7.7500 Q
## 265 0 2 male 36.0 0 0 10.5000 S
## 266 0 3 male 16.0 4 1 39.6875 S
## 267 1 3 male 25.0 1 0 7.7750 S
## 268 1 1 female 58.0 0 1 153.4625 S
## 269 1 1 female 35.0 0 0 135.6333 S
## 270 0 1 male 29.7 0 0 31.0000 S
## 271 1 3 male 25.0 0 0 0.0000 S
## 272 1 2 female 41.0 0 1 19.5000 S
## 273 0 1 male 37.0 0 1 29.7000 C
## 274 1 3 female 29.7 0 0 7.7500 Q
## 275 1 1 female 63.0 1 0 77.9583 S
## 276 0 3 female 45.0 0 0 7.7500 S
## 277 0 2 male 29.7 0 0 0.0000 S
## 278 0 3 male 7.0 4 1 29.1250 Q
## 279 1 3 female 35.0 1 1 20.2500 S
## 280 0 3 male 65.0 0 0 7.7500 Q
## 281 0 3 male 28.0 0 0 7.8542 S
## 282 0 3 male 16.0 0 0 9.5000 S
## 283 1 3 male 19.0 0 0 8.0500 S
## 284 0 1 male 29.7 0 0 26.0000 S
## 285 0 3 male 33.0 0 0 8.6625 C
## 286 1 3 male 30.0 0 0 9.5000 S
## 287 0 3 male 22.0 0 0 7.8958 S
## 288 1 2 male 42.0 0 0 13.0000 S
## 289 1 3 female 22.0 0 0 7.7500 Q
## 290 1 1 female 26.0 0 0 78.8500 S
## 291 1 1 female 19.0 1 0 91.0792 C
## 292 0 2 male 36.0 0 0 12.8750 C
## 293 0 3 female 24.0 0 0 8.8500 S
## 294 0 3 male 24.0 0 0 7.8958 S
## 295 0 1 male 29.7 0 0 27.7208 C
## 296 0 3 male 23.5 0 0 7.2292 C
## 297 0 1 female 2.0 1 2 151.5500 S
## 298 1 1 male 29.7 0 0 30.5000 S
## 299 1 1 female 50.0 0 1 247.5208 C
## 300 1 3 female 29.7 0 0 7.7500 Q
## 301 1 3 male 29.7 2 0 23.2500 Q
## 302 0 3 male 19.0 0 0 0.0000 S
## 303 1 2 female 29.7 0 0 12.3500 Q
## 304 0 3 male 29.7 0 0 8.0500 S
## 305 1 1 male 0.9 1 2 151.5500 S
## 306 1 1 female 29.7 0 0 110.8833 C
## 307 1 1 female 17.0 1 0 108.9000 C
## 308 0 2 male 30.0 1 0 24.0000 C
## 309 1 1 female 30.0 0 0 56.9292 C
## 310 1 1 female 24.0 0 0 83.1583 C
## 311 1 1 female 18.0 2 2 262.3750 C
## 312 0 2 female 26.0 1 1 26.0000 S
## 313 0 3 male 28.0 0 0 7.8958 S
## 314 0 2 male 43.0 1 1 26.2500 S
## 315 1 3 female 26.0 0 0 7.8542 S
## 316 1 2 female 24.0 1 0 26.0000 S
## 317 0 2 male 54.0 0 0 14.0000 S
## 318 1 1 female 31.0 0 2 164.8667 S
## 319 1 1 female 40.0 1 1 134.5000 C
## 320 0 3 male 22.0 0 0 7.2500 S
## 321 0 3 male 27.0 0 0 7.8958 S
## 322 1 2 female 30.0 0 0 12.3500 Q
## 323 1 2 female 22.0 1 1 29.0000 S
## 324 0 3 male 29.7 8 2 69.5500 S
## 325 1 1 female 36.0 0 0 135.6333 C
## 326 0 3 male 61.0 0 0 6.2375 S
## 327 1 2 female 36.0 0 0 13.0000 S
## 328 1 3 female 31.0 1 1 20.5250 S
## 329 1 1 female 16.0 0 1 57.9792 C
## 330 1 3 female 29.7 2 0 23.2500 Q
## 331 0 1 male 45.5 0 0 28.5000 S
## 332 0 1 male 38.0 0 1 153.4625 S
## 333 0 3 male 16.0 2 0 18.0000 S
## 334 1 1 female 29.7 1 0 133.6500 S
## 335 0 3 male 29.7 0 0 7.8958 S
## 336 0 1 male 29.0 1 0 66.6000 S
## 337 1 1 female 41.0 0 0 134.5000 C
## 338 1 3 male 45.0 0 0 8.0500 S
## 339 0 1 male 45.0 0 0 35.5000 S
## 340 1 2 male 2.0 1 1 26.0000 S
## 341 1 1 female 24.0 3 2 263.0000 S
## 342 0 2 male 28.0 0 0 13.0000 S
## 343 0 2 male 25.0 0 0 13.0000 S
## 344 0 2 male 36.0 0 0 13.0000 S
## 345 1 2 female 24.0 0 0 13.0000 S
## 346 1 2 female 40.0 0 0 13.0000 S
## 347 1 3 female 29.7 1 0 16.1000 S
## 348 1 3 male 3.0 1 1 15.9000 S
## 349 0 3 male 42.0 0 0 8.6625 S
## 350 0 3 male 23.0 0 0 9.2250 S
## 351 0 1 male 29.7 0 0 35.0000 S
## 352 0 3 male 15.0 1 1 7.2292 C
## 353 0 3 male 25.0 1 0 17.8000 S
## 354 0 3 male 29.7 0 0 7.2250 C
## 355 0 3 male 28.0 0 0 9.5000 S
## 356 1 1 female 22.0 0 1 55.0000 S
## 357 0 2 female 38.0 0 0 13.0000 S
## 358 1 3 female 29.7 0 0 7.8792 Q
## 359 1 3 female 29.7 0 0 7.8792 Q
## 360 0 3 male 40.0 1 4 27.9000 S
## 361 0 2 male 29.0 1 0 27.7208 C
## 362 0 3 female 45.0 0 1 14.4542 C
## 363 0 3 male 35.0 0 0 7.0500 S
## 364 0 3 male 29.7 1 0 15.5000 Q
## 365 0 3 male 30.0 0 0 7.2500 S
## 366 1 1 female 60.0 1 0 75.2500 C
## 367 1 3 female 29.7 0 0 7.2292 C
## 368 1 3 female 29.7 0 0 7.7500 Q
## 369 1 1 female 24.0 0 0 69.3000 C
## 370 1 1 male 25.0 1 0 55.4417 C
## 371 0 3 male 18.0 1 0 6.4958 S
## 372 0 3 male 19.0 0 0 8.0500 S
## 373 0 1 male 22.0 0 0 135.6333 C
## 374 0 3 female 3.0 3 1 21.0750 S
## 375 1 1 female 29.7 1 0 82.1708 C
## 376 1 3 female 22.0 0 0 7.2500 S
## 377 0 1 male 27.0 0 2 211.5000 C
## 378 0 3 male 20.0 0 0 4.0125 C
## 379 0 3 male 19.0 0 0 7.7750 S
## 380 1 1 female 42.0 0 0 227.5250 C
## 381 1 3 female 1.0 0 2 15.7417 C
## 382 0 3 male 32.0 0 0 7.9250 S
## 383 1 1 female 35.0 1 0 52.0000 S
## 384 0 3 male 29.7 0 0 7.8958 S
## 385 0 2 male 18.0 0 0 73.5000 S
## 386 0 3 male 1.0 5 2 46.9000 S
## 387 1 2 female 36.0 0 0 13.0000 S
## 388 0 3 male 29.7 0 0 7.7292 Q
## 389 1 2 female 17.0 0 0 12.0000 C
## 390 1 1 male 36.0 1 2 120.0000 S
## 391 1 3 male 21.0 0 0 7.7958 S
## 392 0 3 male 28.0 2 0 7.9250 S
## 393 1 1 female 23.0 1 0 113.2750 C
## 394 1 3 female 24.0 0 2 16.7000 S
## 395 0 3 male 22.0 0 0 7.7958 S
## 396 0 3 female 31.0 0 0 7.8542 S
## 397 0 2 male 46.0 0 0 26.0000 S
## 398 0 2 male 23.0 0 0 10.5000 S
## 399 1 2 female 28.0 0 0 12.6500 S
## 400 1 3 male 39.0 0 0 7.9250 S
## 401 0 3 male 26.0 0 0 8.0500 S
## 402 0 3 female 21.0 1 0 9.8250 S
## 403 0 3 male 28.0 1 0 15.8500 S
## 404 0 3 female 20.0 0 0 8.6625 S
## 405 0 2 male 34.0 1 0 21.0000 S
## 406 0 3 male 51.0 0 0 7.7500 S
## 407 1 2 male 3.0 1 1 18.7500 S
## 408 0 3 male 21.0 0 0 7.7750 S
## 409 0 3 female 29.7 3 1 25.4667 S
## 410 0 3 male 29.7 0 0 7.8958 S
## 411 0 3 male 29.7 0 0 6.8583 Q
## 412 1 1 female 33.0 1 0 90.0000 Q
## 413 0 2 male 29.7 0 0 0.0000 S
## 414 1 3 male 44.0 0 0 7.9250 S
## 415 0 3 female 29.7 0 0 8.0500 S
## 416 1 2 female 34.0 1 1 32.5000 S
## 417 1 2 female 18.0 0 2 13.0000 S
## 418 0 2 male 30.0 0 0 13.0000 S
## 419 0 3 female 10.0 0 2 24.1500 S
## 420 0 3 male 29.7 0 0 7.8958 C
## 421 0 3 male 21.0 0 0 7.7333 Q
## 422 0 3 male 29.0 0 0 7.8750 S
## 423 0 3 female 28.0 1 1 14.4000 S
## 424 0 3 male 18.0 1 1 20.2125 S
## 425 0 3 male 29.7 0 0 7.2500 S
## 426 1 2 female 28.0 1 0 26.0000 S
## 427 1 2 female 19.0 0 0 26.0000 S
## 428 0 3 male 29.7 0 0 7.7500 Q
## 429 1 3 male 32.0 0 0 8.0500 S
## 430 1 1 male 28.0 0 0 26.5500 S
## 431 1 3 female 29.7 1 0 16.1000 S
## 432 1 2 female 42.0 1 0 26.0000 S
## 433 0 3 male 17.0 0 0 7.1250 S
## 434 0 1 male 50.0 1 0 55.9000 S
## 435 1 1 female 14.0 1 2 120.0000 S
## 436 0 3 female 21.0 2 2 34.3750 S
## 437 1 2 female 24.0 2 3 18.7500 S
## 438 0 1 male 64.0 1 4 263.0000 S
## 439 0 2 male 31.0 0 0 10.5000 S
## 440 1 2 female 45.0 1 1 26.2500 S
## 441 0 3 male 20.0 0 0 9.5000 S
## 442 0 3 male 25.0 1 0 7.7750 S
## 443 1 2 female 28.0 0 0 13.0000 S
## 444 1 3 male 29.7 0 0 8.1125 S
## 445 1 1 male 4.0 0 2 81.8583 S
## 446 1 2 female 13.0 0 1 19.5000 S
## 447 1 1 male 34.0 0 0 26.5500 S
## 448 1 3 female 5.0 2 1 19.2583 C
## 449 1 1 male 52.0 0 0 30.5000 S
## 450 0 2 male 36.0 1 2 27.7500 S
## 451 0 3 male 29.7 1 0 19.9667 S
## 452 0 1 male 30.0 0 0 27.7500 C
## 453 1 1 male 49.0 1 0 89.1042 C
## 454 0 3 male 29.7 0 0 8.0500 S
## 455 1 3 male 29.0 0 0 7.8958 C
## 456 0 1 male 65.0 0 0 26.5500 S
## 457 1 1 female 29.7 1 0 51.8625 S
## 458 1 2 female 50.0 0 0 10.5000 S
## 459 0 3 male 29.7 0 0 7.7500 Q
## 460 1 1 male 48.0 0 0 26.5500 S
## 461 0 3 male 34.0 0 0 8.0500 S
## 462 0 1 male 47.0 0 0 38.5000 S
## 463 0 2 male 48.0 0 0 13.0000 S
## 464 0 3 male 29.7 0 0 8.0500 S
## 465 0 3 male 38.0 0 0 7.0500 S
## 466 0 2 male 29.7 0 0 0.0000 S
## 467 0 1 male 56.0 0 0 26.5500 S
## 468 0 3 male 29.7 0 0 7.7250 Q
## 469 1 3 female 0.8 2 1 19.2583 C
## 470 0 3 male 29.7 0 0 7.2500 S
## 471 0 3 male 38.0 0 0 8.6625 S
## 472 1 2 female 33.0 1 2 27.7500 S
## 473 1 2 female 23.0 0 0 13.7917 C
## 474 0 3 female 22.0 0 0 9.8375 S
## 475 0 1 male 29.7 0 0 52.0000 S
## 476 0 2 male 34.0 1 0 21.0000 S
## 477 0 3 male 29.0 1 0 7.0458 S
## 478 0 3 male 22.0 0 0 7.5208 S
## 479 1 3 female 2.0 0 1 12.2875 S
## 480 0 3 male 9.0 5 2 46.9000 S
## 481 0 2 male 29.7 0 0 0.0000 S
## 482 0 3 male 50.0 0 0 8.0500 S
## 483 1 3 female 63.0 0 0 9.5875 S
## 484 1 1 male 25.0 1 0 91.0792 C
## 485 0 3 female 29.7 3 1 25.4667 S
## 486 1 1 female 35.0 1 0 90.0000 S
## 487 0 1 male 58.0 0 0 29.7000 C
## 488 0 3 male 30.0 0 0 8.0500 S
## 489 1 3 male 9.0 1 1 15.9000 S
## 490 0 3 male 29.7 1 0 19.9667 S
## 491 0 3 male 21.0 0 0 7.2500 S
## 492 0 1 male 55.0 0 0 30.5000 S
## 493 0 1 male 71.0 0 0 49.5042 C
## 494 0 3 male 21.0 0 0 8.0500 S
## 495 0 3 male 29.7 0 0 14.4583 C
## 496 1 1 female 54.0 1 0 78.2667 C
## 497 0 3 male 29.7 0 0 15.1000 S
## 498 0 1 female 25.0 1 2 151.5500 S
## 499 0 3 male 24.0 0 0 7.7958 S
## 500 0 3 male 17.0 0 0 8.6625 S
## 501 0 3 female 21.0 0 0 7.7500 Q
## 502 0 3 female 29.7 0 0 7.6292 Q
## 503 0 3 female 37.0 0 0 9.5875 S
## 504 1 1 female 16.0 0 0 86.5000 S
## 505 0 1 male 18.0 1 0 108.9000 C
## 506 1 2 female 33.0 0 2 26.0000 S
## 507 1 1 male 29.7 0 0 26.5500 S
## 508 0 3 male 28.0 0 0 22.5250 S
## 509 1 3 male 26.0 0 0 56.4958 S
## 510 1 3 male 29.0 0 0 7.7500 Q
## 511 0 3 male 29.7 0 0 8.0500 S
## 512 1 1 male 36.0 0 0 26.2875 S
## 513 1 1 female 54.0 1 0 59.4000 C
## 514 0 3 male 24.0 0 0 7.4958 S
## 515 0 1 male 47.0 0 0 34.0208 S
## 516 1 2 female 34.0 0 0 10.5000 S
## 517 0 3 male 29.7 0 0 24.1500 Q
## 518 1 2 female 36.0 1 0 26.0000 S
## 519 0 3 male 32.0 0 0 7.8958 S
## 520 1 1 female 30.0 0 0 93.5000 S
## 521 0 3 male 22.0 0 0 7.8958 S
## 522 0 3 male 29.7 0 0 7.2250 C
## 523 1 1 female 44.0 0 1 57.9792 C
## 524 0 3 male 29.7 0 0 7.2292 C
## 525 0 3 male 40.5 0 0 7.7500 Q
## 526 1 2 female 50.0 0 0 10.5000 S
## 527 0 1 male 29.7 0 0 221.7792 S
## 528 0 3 male 39.0 0 0 7.9250 S
## 529 0 2 male 23.0 2 1 11.5000 S
## 530 1 2 female 2.0 1 1 26.0000 S
## 531 0 3 male 29.7 0 0 7.2292 C
## 532 0 3 male 17.0 1 1 7.2292 C
## 533 1 3 female 29.7 0 2 22.3583 C
## 534 0 3 female 30.0 0 0 8.6625 S
## 535 1 2 female 7.0 0 2 26.2500 S
## 536 0 1 male 45.0 0 0 26.5500 S
## 537 1 1 female 30.0 0 0 106.4250 C
## 538 0 3 male 29.7 0 0 14.5000 S
## 539 1 1 female 22.0 0 2 49.5000 C
## 540 1 1 female 36.0 0 2 71.0000 S
## 541 0 3 female 9.0 4 2 31.2750 S
## 542 0 3 female 11.0 4 2 31.2750 S
## 543 1 2 male 32.0 1 0 26.0000 S
## 544 0 1 male 50.0 1 0 106.4250 C
## 545 0 1 male 64.0 0 0 26.0000 S
## 546 1 2 female 19.0 1 0 26.0000 S
## 547 1 2 male 29.7 0 0 13.8625 C
## 548 0 3 male 33.0 1 1 20.5250 S
## 549 1 2 male 8.0 1 1 36.7500 S
## 550 1 1 male 17.0 0 2 110.8833 C
## 551 0 2 male 27.0 0 0 26.0000 S
## 552 0 3 male 29.7 0 0 7.8292 Q
## 553 1 3 male 22.0 0 0 7.2250 C
## 554 1 3 female 22.0 0 0 7.7750 S
## 555 0 1 male 62.0 0 0 26.5500 S
## 556 1 1 female 48.0 1 0 39.6000 C
## 557 0 1 male 29.7 0 0 227.5250 C
## 558 1 1 female 39.0 1 1 79.6500 S
## 559 1 3 female 36.0 1 0 17.4000 S
## 560 0 3 male 29.7 0 0 7.7500 Q
## 561 0 3 male 40.0 0 0 7.8958 S
## 562 0 2 male 28.0 0 0 13.5000 S
## 563 0 3 male 29.7 0 0 8.0500 S
## 564 0 3 female 29.7 0 0 8.0500 S
## 565 0 3 male 24.0 2 0 24.1500 S
## 566 0 3 male 19.0 0 0 7.8958 S
## 567 0 3 female 29.0 0 4 21.0750 S
## 568 0 3 male 29.7 0 0 7.2292 C
## 569 1 3 male 32.0 0 0 7.8542 S
## 570 1 2 male 62.0 0 0 10.5000 S
## 571 1 1 female 53.0 2 0 51.4792 S
## 572 1 1 male 36.0 0 0 26.3875 S
## 573 1 3 female 29.7 0 0 7.7500 Q
## 574 0 3 male 16.0 0 0 8.0500 S
## 575 0 3 male 19.0 0 0 14.5000 S
## 576 1 2 female 34.0 0 0 13.0000 S
## 577 1 1 female 39.0 1 0 55.9000 S
## 578 0 3 female 29.7 1 0 14.4583 C
## 579 1 3 male 32.0 0 0 7.9250 S
## 580 1 2 female 25.0 1 1 30.0000 S
## 581 1 1 female 39.0 1 1 110.8833 C
## 582 0 2 male 54.0 0 0 26.0000 S
## 583 0 1 male 36.0 0 0 40.1250 C
## 584 0 3 male 29.7 0 0 8.7125 C
## 585 1 1 female 18.0 0 2 79.6500 S
## 586 0 2 male 47.0 0 0 15.0000 S
## 587 1 1 male 60.0 1 1 79.2000 C
## 588 0 3 male 22.0 0 0 8.0500 S
## 589 0 3 male 29.7 0 0 8.0500 S
## 590 0 3 male 35.0 0 0 7.1250 S
## 591 1 1 female 52.0 1 0 78.2667 C
## 592 0 3 male 47.0 0 0 7.2500 S
## 593 0 3 female 29.7 0 2 7.7500 Q
## 594 0 2 male 37.0 1 0 26.0000 S
## 595 0 3 male 36.0 1 1 24.1500 S
## 596 1 2 female 29.7 0 0 33.0000 S
## 597 0 3 male 49.0 0 0 0.0000 S
## 598 0 3 male 29.7 0 0 7.2250 C
## 599 1 1 male 49.0 1 0 56.9292 C
## 600 1 2 female 24.0 2 1 27.0000 S
## 601 0 3 male 29.7 0 0 7.8958 S
## 602 0 1 male 29.7 0 0 42.4000 S
## 603 0 3 male 44.0 0 0 8.0500 S
## 604 1 1 male 35.0 0 0 26.5500 C
## 605 0 3 male 36.0 1 0 15.5500 S
## 606 0 3 male 30.0 0 0 7.8958 S
## 607 1 1 male 27.0 0 0 30.5000 S
## 608 1 2 female 22.0 1 2 41.5792 C
## 609 1 1 female 40.0 0 0 153.4625 S
## 610 0 3 female 39.0 1 5 31.2750 S
## 611 0 3 male 29.7 0 0 7.0500 S
## 612 1 3 female 29.7 1 0 15.5000 Q
## 613 0 3 male 29.7 0 0 7.7500 Q
## 614 0 3 male 35.0 0 0 8.0500 S
## 615 1 2 female 24.0 1 2 65.0000 S
## 616 0 3 male 34.0 1 1 14.4000 S
## 617 0 3 female 26.0 1 0 16.1000 S
## 618 1 2 female 4.0 2 1 39.0000 S
## 619 0 2 male 26.0 0 0 10.5000 S
## 620 0 3 male 27.0 1 0 14.4542 C
## 621 1 1 male 42.0 1 0 52.5542 S
## 622 1 3 male 20.0 1 1 15.7417 C
## 623 0 3 male 21.0 0 0 7.8542 S
## 624 0 3 male 21.0 0 0 16.1000 S
## 625 0 1 male 61.0 0 0 32.3208 S
## 626 0 2 male 57.0 0 0 12.3500 Q
## 627 1 1 female 21.0 0 0 77.9583 S
## 628 0 3 male 26.0 0 0 7.8958 S
## 629 0 3 male 29.7 0 0 7.7333 Q
## 630 1 1 male 80.0 0 0 30.0000 S
## 631 0 3 male 51.0 0 0 7.0542 S
## 632 1 1 male 32.0 0 0 30.5000 C
## 633 0 1 male 29.7 0 0 0.0000 S
## 634 0 3 female 9.0 3 2 27.9000 S
## 635 1 2 female 28.0 0 0 13.0000 S
## 636 0 3 male 32.0 0 0 7.9250 S
## 637 0 2 male 31.0 1 1 26.2500 S
## 638 0 3 female 41.0 0 5 39.6875 S
## 639 0 3 male 29.7 1 0 16.1000 S
## 640 0 3 male 20.0 0 0 7.8542 S
## 641 1 1 female 24.0 0 0 69.3000 C
## 642 0 3 female 2.0 3 2 27.9000 S
## 643 1 3 male 29.7 0 0 56.4958 S
## 644 1 3 female 0.8 2 1 19.2583 C
## 645 1 1 male 48.0 1 0 76.7292 C
## 646 0 3 male 19.0 0 0 7.8958 S
## 647 1 1 male 56.0 0 0 35.5000 C
## 648 0 3 male 29.7 0 0 7.5500 S
## 649 1 3 female 23.0 0 0 7.5500 S
## 650 0 3 male 29.7 0 0 7.8958 S
## 651 1 2 female 18.0 0 1 23.0000 S
## 652 0 3 male 21.0 0 0 8.4333 S
## 653 1 3 female 29.7 0 0 7.8292 Q
## 654 0 3 female 18.0 0 0 6.7500 Q
## 655 0 2 male 24.0 2 0 73.5000 S
## 656 0 3 male 29.7 0 0 7.8958 S
## 657 0 3 female 32.0 1 1 15.5000 Q
## 658 0 2 male 23.0 0 0 13.0000 S
## 659 0 1 male 58.0 0 2 113.2750 C
## 660 1 1 male 50.0 2 0 133.6500 S
## 661 0 3 male 40.0 0 0 7.2250 C
## 662 0 1 male 47.0 0 0 25.5875 S
## 663 0 3 male 36.0 0 0 7.4958 S
## 664 1 3 male 20.0 1 0 7.9250 S
## 665 0 2 male 32.0 2 0 73.5000 S
## 666 0 2 male 25.0 0 0 13.0000 S
## 667 0 3 male 29.7 0 0 7.7750 S
## 668 0 3 male 43.0 0 0 8.0500 S
## 669 1 1 female 29.7 1 0 52.0000 S
## 670 1 2 female 40.0 1 1 39.0000 S
## 671 0 1 male 31.0 1 0 52.0000 S
## 672 0 2 male 70.0 0 0 10.5000 S
## 673 1 2 male 31.0 0 0 13.0000 S
## 674 0 2 male 29.7 0 0 0.0000 S
## 675 0 3 male 18.0 0 0 7.7750 S
## 676 0 3 male 24.5 0 0 8.0500 S
## 677 1 3 female 18.0 0 0 9.8417 S
## 678 0 3 female 43.0 1 6 46.9000 S
## 679 1 1 male 36.0 0 1 512.3292 C
## 680 0 3 female 29.7 0 0 8.1375 Q
## 681 1 1 male 27.0 0 0 76.7292 C
## 682 0 3 male 20.0 0 0 9.2250 S
## 683 0 3 male 14.0 5 2 46.9000 S
## 684 0 2 male 60.0 1 1 39.0000 S
## 685 0 2 male 25.0 1 2 41.5792 C
## 686 0 3 male 14.0 4 1 39.6875 S
## 687 0 3 male 19.0 0 0 10.1708 S
## 688 0 3 male 18.0 0 0 7.7958 S
## 689 1 1 female 15.0 0 1 211.3375 S
## 690 1 1 male 31.0 1 0 57.0000 S
## 691 1 3 female 4.0 0 1 13.4167 C
## 692 1 3 male 29.7 0 0 56.4958 S
## 693 0 3 male 25.0 0 0 7.2250 C
## 694 0 1 male 60.0 0 0 26.5500 S
## 695 0 2 male 52.0 0 0 13.5000 S
## 696 0 3 male 44.0 0 0 8.0500 S
## 697 1 3 female 29.7 0 0 7.7333 Q
## 698 0 1 male 49.0 1 1 110.8833 C
## 699 0 3 male 42.0 0 0 7.6500 S
## 700 1 1 female 18.0 1 0 227.5250 C
## 701 1 1 male 35.0 0 0 26.2875 S
## 702 0 3 female 18.0 0 1 14.4542 C
## 703 0 3 male 25.0 0 0 7.7417 Q
## 704 0 3 male 26.0 1 0 7.8542 S
## 705 0 2 male 39.0 0 0 26.0000 S
## 706 1 2 female 45.0 0 0 13.5000 S
## 707 1 1 male 42.0 0 0 26.2875 S
## 708 1 1 female 22.0 0 0 151.5500 S
## 709 1 3 male 29.7 1 1 15.2458 C
## 710 1 1 female 24.0 0 0 49.5042 C
## 711 0 1 male 29.7 0 0 26.5500 S
## 712 1 1 male 48.0 1 0 52.0000 S
## 713 0 3 male 29.0 0 0 9.4833 S
## 714 0 2 male 52.0 0 0 13.0000 S
## 715 0 3 male 19.0 0 0 7.6500 S
## 716 1 1 female 38.0 0 0 227.5250 C
## 717 1 2 female 27.0 0 0 10.5000 S
## 718 0 3 male 29.7 0 0 15.5000 Q
## 719 0 3 male 33.0 0 0 7.7750 S
## 720 1 2 female 6.0 0 1 33.0000 S
## 721 0 3 male 17.0 1 0 7.0542 S
## 722 0 2 male 34.0 0 0 13.0000 S
## 723 0 2 male 50.0 0 0 13.0000 S
## 724 1 1 male 27.0 1 0 53.1000 S
## 725 0 3 male 20.0 0 0 8.6625 S
## 726 1 2 female 30.0 3 0 21.0000 S
## 727 1 3 female 29.7 0 0 7.7375 Q
## 728 0 2 male 25.0 1 0 26.0000 S
## 729 0 3 female 25.0 1 0 7.9250 S
## 730 1 1 female 29.0 0 0 211.3375 S
## 731 0 3 male 11.0 0 0 18.7875 C
## 732 0 2 male 29.7 0 0 0.0000 S
## 733 0 2 male 23.0 0 0 13.0000 S
## 734 0 2 male 23.0 0 0 13.0000 S
## 735 0 3 male 28.5 0 0 16.1000 S
## 736 0 3 female 48.0 1 3 34.3750 S
## 737 1 1 male 35.0 0 0 512.3292 C
## 738 0 3 male 29.7 0 0 7.8958 S
## 739 0 3 male 29.7 0 0 7.8958 S
## 740 1 1 male 29.7 0 0 30.0000 S
## 741 0 1 male 36.0 1 0 78.8500 S
## 742 1 1 female 21.0 2 2 262.3750 C
## 743 0 3 male 24.0 1 0 16.1000 S
## 744 1 3 male 31.0 0 0 7.9250 S
## 745 0 1 male 70.0 1 1 71.0000 S
## 746 0 3 male 16.0 1 1 20.2500 S
## 747 1 2 female 30.0 0 0 13.0000 S
## 748 0 1 male 19.0 1 0 53.1000 S
## 749 0 3 male 31.0 0 0 7.7500 Q
## 750 1 2 female 4.0 1 1 23.0000 S
## 751 1 3 male 6.0 0 1 12.4750 S
## 752 0 3 male 33.0 0 0 9.5000 S
## 753 0 3 male 23.0 0 0 7.8958 S
## 754 1 2 female 48.0 1 2 65.0000 S
## 755 1 2 male 0.7 1 1 14.5000 S
## 756 0 3 male 28.0 0 0 7.7958 S
## 757 0 2 male 18.0 0 0 11.5000 S
## 758 0 3 male 34.0 0 0 8.0500 S
## 759 1 1 female 33.0 0 0 86.5000 S
## 760 0 3 male 29.7 0 0 14.5000 S
## 761 0 3 male 41.0 0 0 7.1250 S
## 762 1 3 male 20.0 0 0 7.2292 C
## 763 1 1 female 36.0 1 2 120.0000 S
## 764 0 3 male 16.0 0 0 7.7750 S
## 765 1 1 female 51.0 1 0 77.9583 S
## 766 0 1 male 29.7 0 0 39.6000 C
## 767 0 3 female 30.5 0 0 7.7500 Q
## 768 0 3 male 29.7 1 0 24.1500 Q
## 769 0 3 male 32.0 0 0 8.3625 S
## 770 0 3 male 24.0 0 0 9.5000 S
## 771 0 3 male 48.0 0 0 7.8542 S
## 772 0 2 female 57.0 0 0 10.5000 S
## 773 0 3 male 29.7 0 0 7.2250 C
## 774 1 2 female 54.0 1 3 23.0000 S
## 775 0 3 male 18.0 0 0 7.7500 S
## 776 0 3 male 29.7 0 0 7.7500 Q
## 777 1 3 female 5.0 0 0 12.4750 S
## 778 0 3 male 29.7 0 0 7.7375 Q
## 779 1 1 female 43.0 0 1 211.3375 S
## 780 1 3 female 13.0 0 0 7.2292 C
## 781 1 1 female 17.0 1 0 57.0000 S
## 782 0 1 male 29.0 0 0 30.0000 S
## 783 0 3 male 29.7 1 2 23.4500 S
## 784 0 3 male 25.0 0 0 7.0500 S
## 785 0 3 male 25.0 0 0 7.2500 S
## 786 1 3 female 18.0 0 0 7.4958 S
## 787 0 3 male 8.0 4 1 29.1250 Q
## 788 1 3 male 1.0 1 2 20.5750 S
## 789 0 1 male 46.0 0 0 79.2000 C
## 790 0 3 male 29.7 0 0 7.7500 Q
## 791 0 2 male 16.0 0 0 26.0000 S
## 792 0 3 female 29.7 8 2 69.5500 S
## 793 0 1 male 29.7 0 0 30.6958 C
## 794 0 3 male 25.0 0 0 7.8958 S
## 795 0 2 male 39.0 0 0 13.0000 S
## 796 1 1 female 49.0 0 0 25.9292 S
## 797 1 3 female 31.0 0 0 8.6833 S
## 798 0 3 male 30.0 0 0 7.2292 C
## 799 0 3 female 30.0 1 1 24.1500 S
## 800 0 2 male 34.0 0 0 13.0000 S
## 801 1 2 female 31.0 1 1 26.2500 S
## 802 1 1 male 11.0 1 2 120.0000 S
## 803 1 3 male 0.4 0 1 8.5167 C
## 804 1 3 male 27.0 0 0 6.9750 S
## 805 0 3 male 31.0 0 0 7.7750 S
## 806 0 1 male 39.0 0 0 0.0000 S
## 807 0 3 female 18.0 0 0 7.7750 S
## 808 0 2 male 39.0 0 0 13.0000 S
## 809 1 1 female 33.0 1 0 53.1000 S
## 810 0 3 male 26.0 0 0 7.8875 S
## 811 0 3 male 39.0 0 0 24.1500 S
## 812 0 2 male 35.0 0 0 10.5000 S
## 813 0 3 female 6.0 4 2 31.2750 S
## 814 0 3 male 30.5 0 0 8.0500 S
## 815 0 1 male 29.7 0 0 0.0000 S
## 816 0 3 female 23.0 0 0 7.9250 S
## 817 0 2 male 31.0 1 1 37.0042 C
## 818 0 3 male 43.0 0 0 6.4500 S
## 819 0 3 male 10.0 3 2 27.9000 S
## 820 1 1 female 52.0 1 1 93.5000 S
## 821 1 3 male 27.0 0 0 8.6625 S
## 822 0 1 male 38.0 0 0 0.0000 S
## 823 1 3 female 27.0 0 1 12.4750 S
## 824 0 3 male 2.0 4 1 39.6875 S
## 825 0 3 male 29.7 0 0 6.9500 Q
## 826 0 3 male 29.7 0 0 56.4958 S
## 827 1 2 male 1.0 0 2 37.0042 C
## 828 1 3 male 29.7 0 0 7.7500 Q
## 829 1 3 female 15.0 1 0 14.4542 C
## 830 1 2 male 0.8 1 1 18.7500 S
## 831 0 3 male 29.7 0 0 7.2292 C
## 832 0 3 male 23.0 0 0 7.8542 S
## 833 0 3 male 18.0 0 0 8.3000 S
## 834 1 1 female 39.0 1 1 83.1583 C
## 835 0 3 male 21.0 0 0 8.6625 S
## 836 0 3 male 29.7 0 0 8.0500 S
## 837 1 3 male 32.0 0 0 56.4958 S
## 838 1 1 male 29.7 0 0 29.7000 C
## 839 0 3 male 20.0 0 0 7.9250 S
## 840 0 2 male 16.0 0 0 10.5000 S
## 841 1 1 female 30.0 0 0 31.0000 C
## 842 0 3 male 34.5 0 0 6.4375 C
## 843 0 3 male 17.0 0 0 8.6625 S
## 844 0 3 male 42.0 0 0 7.5500 S
## 845 0 3 male 29.7 8 2 69.5500 S
## 846 0 3 male 35.0 0 0 7.8958 C
## 847 0 2 male 28.0 0 1 33.0000 S
## 848 1 1 female 29.7 1 0 89.1042 C
## 849 0 3 male 4.0 4 2 31.2750 S
## 850 0 3 male 74.0 0 0 7.7750 S
## 851 0 3 female 9.0 1 1 15.2458 C
## 852 1 1 female 16.0 0 1 39.4000 S
## 853 0 2 female 44.0 1 0 26.0000 S
## 854 1 3 female 18.0 0 1 9.3500 S
## 855 1 1 female 45.0 1 1 164.8667 S
## 856 1 1 male 51.0 0 0 26.5500 S
## 857 1 3 female 24.0 0 3 19.2583 C
## 858 0 3 male 29.7 0 0 7.2292 C
## 859 0 3 male 41.0 2 0 14.1083 S
## 860 0 2 male 21.0 1 0 11.5000 S
## 861 1 1 female 48.0 0 0 25.9292 S
## 862 0 3 female 29.7 8 2 69.5500 S
## 863 0 2 male 24.0 0 0 13.0000 S
## 864 1 2 female 42.0 0 0 13.0000 S
## 865 1 2 female 27.0 1 0 13.8583 C
## 866 0 1 male 31.0 0 0 50.4958 S
## 867 0 3 male 29.7 0 0 9.5000 S
## 868 1 3 male 4.0 1 1 11.1333 S
## 869 0 3 male 26.0 0 0 7.8958 S
## 870 1 1 female 47.0 1 1 52.5542 S
## 871 0 1 male 33.0 0 0 5.0000 S
## 872 0 3 male 47.0 0 0 9.0000 S
## 873 1 2 female 28.0 1 0 24.0000 C
## 874 1 3 female 15.0 0 0 7.2250 C
## 875 0 3 male 20.0 0 0 9.8458 S
## 876 0 3 male 19.0 0 0 7.8958 S
## 877 0 3 male 29.7 0 0 7.8958 S
## 878 1 1 female 56.0 0 1 83.1583 C
## 879 1 2 female 25.0 0 1 26.0000 S
## 880 0 3 male 33.0 0 0 7.8958 S
## 881 0 3 female 22.0 0 0 10.5167 S
## 882 0 2 male 28.0 0 0 10.5000 S
## 883 0 3 male 25.0 0 0 7.0500 S
## 884 0 3 female 39.0 0 5 29.1250 Q
## 885 0 2 male 27.0 0 0 13.0000 S
## 886 1 1 female 19.0 0 0 30.0000 S
## 887 0 3 female 29.7 1 2 23.4500 S
## 888 1 1 male 26.0 0 0 30.0000 C
## 889 0 3 male 32.0 0 0 7.7500 Q
SUMMARY OF THE DATA
summary(titanic)
## Survived Pclass Sex Age
## Min. :0.0000 Min. :1.000 female:312 Min. : 0.40
## 1st Qu.:0.0000 1st Qu.:2.000 male :577 1st Qu.:22.00
## Median :0.0000 Median :3.000 Median :29.70
## Mean :0.3825 Mean :2.312 Mean :29.65
## 3rd Qu.:1.0000 3rd Qu.:3.000 3rd Qu.:35.00
## Max. :1.0000 Max. :3.000 Max. :80.00
## SibSp Parch Fare Embarked
## Min. :0.0000 Min. :0.0000 Min. : 0.000 C:168
## 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.: 7.896 Q: 77
## Median :0.0000 Median :0.0000 Median : 14.454 S:644
## Mean :0.5242 Mean :0.3825 Mean : 32.097
## 3rd Qu.:1.0000 3rd Qu.:0.0000 3rd Qu.: 31.000
## Max. :8.0000 Max. :6.0000 Max. :512.329
STRUCTURE OF THE DATA
str(titanic)
## 'data.frame': 889 obs. of 8 variables:
## $ Survived: int 0 1 1 1 0 0 0 0 1 1 ...
## $ Pclass : int 3 1 3 1 3 3 1 3 3 2 ...
## $ Sex : Factor w/ 2 levels "female","male": 2 1 1 1 2 2 2 2 1 1 ...
## $ Age : num 22 38 26 35 35 29.7 54 2 27 14 ...
## $ SibSp : int 1 1 0 1 0 0 0 3 0 1 ...
## $ Parch : int 0 0 0 0 0 0 0 1 2 0 ...
## $ Fare : num 7.25 71.28 7.92 53.1 8.05 ...
## $ Embarked: Factor w/ 3 levels "C","Q","S": 3 1 3 3 3 2 3 3 3 1 ...
H2: The Titanic survivors were younger than the passengers who died.
titanic$Survived = factor(titanic$Survived, levels =c(0,1),labels = c("Died","Survived") )
Table showing the average age of the survivors and the average age of the people who died.
aggregate(titanic$Age, by=list(titanic$Survived),FUN=mean)
## Group.1 x
## 1 Died 30.41530
## 2 Survived 28.42382
t.test(titanic$Age ~ titanic$Survived , var.equal=TRUE)
##
## Two Sample t-test
##
## data: titanic$Age by titanic$Survived
## t = 2.2302, df = 887, p-value = 0.02599
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 0.238890 3.744064
## sample estimates:
## mean in group Died mean in group Survived
## 30.41530 28.42382
RESULT INTERPRETATION
The t-test showed that there is no significant difference in the average age of the survivors and the average age of the people who died, as the p-value is greater than 0.001(p>0.001)