R Markdown
# Import data
dt <- read.csv("traintwoo.csv", sep=";")
dt
## PassengerId Survived Pclass
## 1 1 0 3
## 2 2 1 1
## 3 3 1 3
## 4 4 1 1
## 5 5 0 3
## 6 6 0 3
## 7 7 0 1
## 8 8 0 3
## 9 9 1 3
## 10 10 1 2
## 11 11 1 3
## 12 12 1 1
## 13 13 0 3
## 14 14 0 3
## 15 15 0 3
## 16 16 1 2
## 17 17 0 3
## 18 18 1 2
## 19 19 0 3
## 20 20 1 3
## 21 21 0 2
## 22 22 1 2
## 23 23 1 3
## 24 24 1 1
## 25 25 0 3
## 26 26 1 3
## 27 27 0 3
## 28 28 0 1
## 29 29 1 3
## 30 30 0 3
## 31 31 0 1
## 32 32 1 1
## 33 33 1 3
## 34 34 0 2
## 35 35 0 1
## 36 36 0 1
## 37 37 1 3
## 38 38 0 3
## 39 39 0 3
## 40 40 1 3
## 41 41 0 3
## 42 42 0 2
## 43 43 0 3
## 44 44 1 2
## 45 45 1 3
## 46 46 0 3
## 47 47 0 3
## 48 48 1 3
## 49 49 0 3
## 50 50 0 3
## 51 51 0 3
## 52 52 0 3
## 53 53 1 1
## 54 54 1 2
## 55 55 0 1
## 56 56 1 1
## 57 57 1 2
## 58 58 0 3
## 59 59 1 2
## 60 60 0 3
## 61 61 0 3
## 62 62 1 1
## 63 63 0 1
## 64 64 0 3
## 65 65 0 1
## 66 66 1 3
## 67 67 1 2
## 68 68 0 3
## 69 69 1 3
## 70 70 0 3
## 71 71 0 2
## 72 72 0 3
## 73 73 0 2
## 74 74 0 3
## 75 75 1 3
## 76 76 0 3
## 77 77 0 3
## 78 78 0 3
## 79 79 1 2
## 80 80 1 3
## 81 81 0 3
## 82 82 1 3
## 83 83 1 3
## 84 84 0 1
## 85 85 1 2
## 86 86 1 3
## 87 87 0 3
## 88 88 0 3
## 89 89 1 1
## 90 27 0 3
## 91 90 0 3
## 92 91 0 3
## 93 92 0 3
## 94 93 0 1
## 95 94 0 3
## 96 95 0 3
## 97 96 0 3
## 98 97 0 1
## 99 98 1 1
## 100 99 1 2
## 101 100 0 2
## 102 101 0 3
## 103 102 0 3
## 104 103 0 1
## 105 104 0 3
## 106 105 0 3
## 107 106 0 3
## 108 27 0 3
## 109 107 1 3
## 110 108 1 3
## 111 109 0 3
## 112 110 1 3
## 113 111 0 1
## 114 112 0 3
## 115 113 0 3
## 116 114 0 3
## 117 115 0 3
## 118 116 0 3
## 119 117 0 3
## 120 118 0 2
## 121 119 0 1
## 122 120 0 3
## 123 121 0 2
## 124 122 0 3
## 125 123 0 2
## 126 124 1 2
## 127 125 0 1
## 128 126 1 3
## 129 127 0 3
## 130 128 1 3
## 131 129 1 3
## 132 130 0 3
## 133 131 0 3
## 134 27 0 3
## 135 132 0 3
## 136 133 0 3
## 137 134 1 2
## 138 135 0 2
## 139 136 0 2
## 140 137 1 1
## 141 138 0 1
## 142 139 0 3
## 143 140 0 1
## 144 141 0 3
## 145 142 1 3
## 146 143 1 3
## 147 144 0 3
## 148 145 0 2
## 149 146 0 2
## 150 147 1 3
## 151 148 0 3
## 152 149 0 2
## 153 150 0 2
## 154 151 0 2
## 155 152 1 1
## 156 153 0 3
## 157 154 0 3
## 158 155 0 3
## 159 156 0 1
## 160 157 1 3
## 161 158 0 3
## 162 159 0 3
## 163 160 0 3
## 164 161 0 3
## 165 162 1 2
## 166 163 0 3
## 167 164 0 3
## 168 165 0 3
## 169 166 1 3
## 170 167 1 1
## 171 168 0 3
## 172 169 0 1
## 173 170 0 3
## 174 171 0 1
## 175 172 0 3
## 176 173 1 3
## 177 174 0 3
## 178 175 0 1
## 179 176 0 3
## 180 177 0 3
## 181 178 0 1
## 182 179 0 2
## 183 180 0 3
## 184 181 0 3
## 185 182 0 2
## 186 183 0 3
## 187 184 1 2
## 188 185 1 3
## 189 186 0 1
## 190 187 1 3
## 191 188 1 1
## 192 189 0 3
## 193 190 0 3
## 194 191 1 2
## 195 192 0 2
## 196 193 1 3
## 197 194 1 2
## 198 195 1 1
## 199 196 1 1
## 200 197 0 3
## 201 198 0 3
## 202 199 1 3
## 203 200 0 2
## 204 201 0 3
## 205 202 0 3
## 206 203 0 3
## 207 204 0 3
## 208 205 1 3
## 209 206 0 3
## 210 207 0 3
## 211 208 1 3
## 212 209 1 3
## 213 210 1 1
## 214 211 0 3
## 215 212 1 2
## 216 213 0 3
## 217 214 0 2
## 218 215 0 3
## 219 216 1 1
## 220 217 1 3
## 221 218 0 2
## 222 219 1 1
## 223 220 0 2
## 224 221 1 3
## 225 222 0 2
## 226 223 0 3
## 227 224 0 3
## 228 225 1 1
## 229 226 0 3
## 230 227 1 2
## 231 228 0 3
## 232 229 0 2
## 233 230 0 3
## 234 231 1 1
## 235 232 0 3
## 236 233 0 2
## 237 234 1 3
## 238 235 0 2
## 239 236 0 3
## 240 237 0 2
## 241 238 1 2
## 242 239 0 2
## 243 240 0 2
## 244 241 0 3
## 245 242 1 3
## 246 243 0 2
## 247 244 0 3
## 248 245 0 3
## 249 246 0 1
## 250 247 0 3
## 251 248 1 2
## 252 249 1 1
## 253 250 0 2
## 254 251 0 3
## 255 252 0 3
## 256 253 0 1
## 257 254 0 3
## 258 255 0 3
## 259 256 1 3
## 260 257 1 1
## 261 258 1 1
## 262 259 1 1
## 263 260 1 2
## 264 261 0 3
## 265 262 1 3
## 266 263 0 1
## 267 264 0 1
## 268 265 0 3
## 269 266 0 2
## 270 267 0 3
## 271 268 1 3
## 272 269 1 1
## 273 270 1 1
## 274 271 0 1
## 275 272 1 3
## 276 273 1 2
## 277 274 0 1
## 278 275 1 3
## 279 276 1 1
## 280 277 0 3
## 281 278 0 2
## 282 279 0 3
## 283 280 1 3
## 284 281 0 3
## 285 282 0 3
## 286 283 0 3
## 287 284 1 3
## 288 285 0 1
## 289 286 0 3
## 290 287 1 3
## 291 288 0 3
## 292 289 1 2
## 293 290 1 3
## 294 291 1 1
## 295 292 1 1
## 296 293 0 2
## 297 294 0 3
## 298 295 0 3
## 299 296 0 1
## 300 297 0 3
## 301 298 0 1
## 302 299 1 1
## 303 300 1 1
## 304 301 1 3
## 305 302 1 3
## 306 303 0 3
## 307 304 1 2
## 308 305 0 3
## 309 306 1 1
## 310 307 1 1
## 311 308 1 1
## 312 309 0 2
## 313 310 1 1
## 314 311 1 1
## 315 312 1 1
## 316 313 0 2
## 317 314 0 3
## 318 315 0 2
## 319 316 1 3
## 320 317 1 2
## 321 318 0 2
## 322 319 1 1
## 323 320 1 1
## 324 321 0 3
## 325 322 0 3
## 326 323 1 2
## 327 324 1 2
## 328 325 0 3
## 329 326 1 1
## 330 327 0 3
## 331 328 1 2
## 332 329 1 3
## 333 330 1 1
## 334 331 1 3
## 335 332 0 1
## 336 333 0 1
## 337 334 0 3
## 338 335 1 1
## 339 336 0 3
## 340 337 0 1
## 341 338 1 1
## 342 339 1 3
## 343 340 0 1
## 344 341 1 2
## 345 342 1 1
## 346 343 0 2
## 347 344 0 2
## 348 345 0 2
## 349 346 1 2
## 350 347 1 2
## 351 348 1 3
## 352 349 1 3
## 353 350 0 3
## 354 351 0 3
## 355 352 0 1
## 356 353 0 3
## 357 354 0 3
## 358 355 0 3
## 359 356 0 3
## 360 357 1 1
## 361 358 0 2
## 362 359 1 3
## 363 360 1 3
## 364 361 0 3
## 365 362 0 2
## 366 363 0 3
## 367 364 0 3
## 368 365 0 3
## 369 366 0 3
## 370 367 1 1
## 371 368 1 3
## 372 369 1 3
## 373 370 1 1
## 374 371 1 1
## 375 372 0 3
## 376 373 0 3
## 377 374 0 1
## 378 375 0 3
## 379 376 1 1
## 380 377 1 3
## 381 378 0 1
## 382 379 0 3
## 383 380 0 3
## 384 381 1 1
## 385 27 0 3
## 386 382 1 3
## 387 383 0 3
## 388 384 1 1
## 389 385 0 3
## 390 386 0 2
## 391 387 0 3
## 392 388 1 2
## 393 389 0 3
## 394 390 1 2
## 395 391 1 1
## 396 392 1 3
## 397 393 0 3
## 398 394 1 1
## 399 395 1 3
## 400 396 0 3
## 401 397 0 3
## 402 398 0 2
## 403 399 0 2
## 404 400 1 2
## 405 401 1 3
## 406 402 0 3
## 407 403 0 3
## 408 404 0 3
## 409 405 0 3
## 410 406 0 2
## 411 407 0 3
## 412 408 1 2
## 413 409 0 3
## 414 410 0 3
## 415 411 0 3
## 416 412 0 3
## 417 413 1 1
## 418 414 0 2
## 419 415 1 3
## 420 416 0 3
## 421 417 1 2
## 422 418 1 2
## 423 419 0 2
## 424 420 0 3
## 425 421 0 3
## 426 422 0 3
## 427 423 0 3
## 428 424 0 3
## 429 425 0 3
## 430 426 0 3
## 431 427 1 2
## 432 428 1 2
## 433 429 0 3
## 434 430 1 3
## 435 431 1 1
## 436 432 1 3
## 437 433 1 2
## 438 434 0 3
## 439 435 0 1
## 440 436 1 1
## 441 437 0 3
## 442 438 1 2
## 443 439 0 1
## 444 440 0 2
## 445 441 1 2
## 446 442 0 3
## 447 443 0 3
## 448 444 1 2
## 449 445 1 3
## 450 446 1 1
## 451 447 1 2
## 452 448 1 1
## 453 449 1 3
## 454 450 1 1
## 455 451 0 2
## 456 452 0 3
## 457 453 0 1
## 458 454 1 1
## 459 455 0 3
## 460 456 1 3
## 461 457 0 1
## 462 458 1 1
## 463 459 1 2
## 464 460 0 3
## 465 461 1 1
## 466 462 0 3
## 467 463 0 1
## 468 464 0 2
## 469 465 0 3
## 470 466 0 3
## 471 467 0 2
## 472 468 0 1
## 473 469 0 3
## 474 470 1 3
## 475 471 0 3
## 476 472 0 3
## 477 473 1 2
## 478 474 1 2
## 479 475 0 3
## 480 476 0 1
## 481 477 0 2
## 482 478 0 3
## 483 479 0 3
## 484 480 1 3
## 485 481 0 3
## 486 482 0 2
## 487 483 0 3
## 488 484 1 3
## 489 485 1 1
## 490 486 0 3
## 491 487 1 1
## 492 488 0 1
## 493 489 0 3
## 494 490 1 3
## 495 491 0 3
## 496 492 0 3
## 497 493 0 1
## 498 494 0 1
## 499 495 0 3
## 500 496 0 3
## 501 497 1 1
## 502 498 0 3
## 503 499 0 1
## 504 500 0 3
## 505 501 0 3
## 506 502 0 3
## 507 503 0 3
## 508 504 0 3
## 509 505 1 1
## 510 506 0 1
## 511 507 1 2
## 512 508 1 1
## 513 509 0 3
## 514 510 1 3
## 515 511 1 3
## 516 512 0 3
## 517 513 1 1
## 518 514 1 1
## 519 515 0 3
## 520 516 0 1
## 521 517 1 2
## 522 518 0 3
## 523 519 1 2
## 524 520 0 3
## 525 521 1 1
## 526 522 0 3
## 527 523 0 3
## 528 524 1 1
## 529 525 0 3
## 530 526 0 3
## 531 527 1 2
## 532 528 0 1
## 533 529 0 3
## 534 530 0 2
## 535 531 1 2
## 536 532 0 3
## 537 533 0 3
## 538 534 1 3
## 539 535 0 3
## 540 536 1 2
## 541 537 0 1
## 542 538 1 1
## 543 539 0 3
## 544 540 1 1
## 545 541 1 1
## 546 542 0 3
## 547 543 0 3
## 548 544 1 2
## 549 545 0 1
## 550 546 0 1
## 551 547 1 2
## 552 548 1 2
## 553 549 0 3
## 554 550 1 2
## 555 551 1 1
## 556 552 0 2
## 557 553 0 3
## 558 554 1 3
## 559 555 1 3
## 560 556 0 1
## 561 557 1 1
## 562 558 0 1
## 563 559 1 1
## 564 560 1 3
## 565 561 0 3
## 566 562 0 3
## 567 563 0 2
## 568 564 0 3
## 569 565 0 3
## 570 566 0 3
## 571 567 0 3
## 572 568 0 3
## 573 569 0 3
## 574 570 1 3
## 575 571 1 2
## 576 572 1 1
## 577 573 1 1
## 578 574 1 3
## 579 575 0 3
## 580 576 0 3
## 581 577 1 2
## 582 578 1 1
## 583 579 0 3
## 584 580 1 3
## 585 581 1 2
## 586 582 1 1
## 587 583 0 2
## 588 584 0 1
## 589 585 0 3
## 590 586 1 1
## 591 587 0 2
## 592 588 1 1
## 593 589 0 3
## 594 590 0 3
## 595 591 0 3
## 596 592 1 1
## 597 593 0 3
## 598 594 0 3
## 599 595 0 2
## 600 596 0 3
## 601 597 1 2
## 602 598 0 3
## 603 599 0 3
## 604 600 1 1
## 605 601 1 2
## 606 602 0 3
## 607 603 0 1
## 608 604 0 3
## 609 605 1 1
## 610 606 0 3
## 611 607 0 3
## 612 608 1 1
## 613 609 1 2
## 614 610 1 1
## 615 611 0 3
## 616 612 0 3
## 617 613 1 3
## 618 614 0 3
## 619 615 0 3
## 620 616 1 2
## 621 617 0 3
## 622 618 0 3
## 623 619 1 2
## 624 620 0 2
## 625 621 0 3
## 626 622 1 1
## 627 623 1 3
## 628 624 0 3
## 629 625 0 3
## 630 626 0 1
## 631 627 0 2
## 632 628 1 1
## 633 629 0 3
## 634 630 0 3
## 635 631 1 1
## 636 632 0 3
## 637 633 1 1
## 638 634 0 1
## 639 635 0 3
## 640 636 1 2
## 641 637 0 3
## 642 638 0 2
## 643 639 0 3
## 644 640 0 3
## 645 641 0 3
## 646 642 1 1
## 647 643 0 3
## 648 644 1 3
## 649 645 1 3
## 650 646 1 1
## 651 647 0 3
## 652 648 1 1
## 653 649 0 3
## 654 650 1 3
## 655 651 0 3
## 656 652 1 2
## 657 653 0 3
## 658 654 1 3
## 659 655 0 3
## 660 656 0 2
## 661 657 0 3
## 662 658 0 3
## 663 659 0 2
## 664 660 0 1
## 665 661 1 1
## 666 662 0 3
## 667 663 0 1
## 668 664 0 3
## 669 665 1 3
## 670 666 0 2
## 671 667 0 2
## 672 668 0 3
## 673 669 0 3
## 674 670 1 1
## 675 671 1 2
## 676 672 0 1
## 677 673 0 2
## 678 674 1 2
## 679 675 0 2
## 680 676 0 3
## 681 677 0 3
## 682 678 1 3
## 683 679 0 3
## 684 680 1 1
## 685 681 0 3
## 686 682 1 1
## 687 683 0 3
## 688 684 0 3
## 689 685 0 2
## 690 686 0 2
## 691 687 0 3
## 692 688 0 3
## 693 689 0 3
## 694 690 1 1
## 695 691 1 1
## 696 692 1 3
## 697 693 1 3
## 698 694 0 3
## 699 695 0 1
## 700 696 0 2
## 701 697 0 3
## 702 698 1 3
## 703 699 0 1
## 704 700 0 3
## 705 701 1 1
## 706 702 1 1
## 707 703 0 3
## 708 704 0 3
## 709 705 0 3
## 710 706 0 2
## 711 707 1 2
## 712 708 1 1
## 713 709 1 1
## 714 710 1 3
## 715 711 1 1
## 716 712 0 1
## 717 713 1 1
## 718 714 0 3
## 719 715 0 2
## 720 716 0 3
## 721 717 1 1
## 722 718 1 2
## 723 719 0 3
## 724 720 0 3
## 725 721 1 2
## 726 722 0 3
## 727 723 0 2
## 728 724 0 2
## 729 725 1 1
## 730 726 0 3
## 731 727 1 2
## 732 728 1 3
## 733 729 0 2
## 734 730 0 3
## 735 731 1 1
## 736 732 0 3
## 737 733 0 2
## 738 734 0 2
## 739 735 0 2
## 740 736 0 3
## 741 737 0 3
## 742 738 1 1
## 743 739 0 3
## 744 740 0 3
## 745 741 1 1
## 746 742 0 1
## 747 743 1 1
## 748 744 0 3
## 749 745 1 3
## 750 746 0 1
## 751 747 0 3
## 752 748 1 2
## 753 749 0 1
## 754 750 0 3
## 755 751 1 2
## 756 752 1 3
## 757 753 0 3
## 758 754 0 3
## 759 755 1 2
## 760 756 1 2
## 761 757 0 3
## 762 758 0 2
## 763 759 0 3
## 764 760 1 1
## 765 761 0 3
## 766 762 0 3
## 767 763 1 3
## 768 764 1 1
## 769 765 0 3
## 770 766 1 1
## 771 767 0 1
## 772 768 0 3
## 773 769 0 3
## 774 770 0 3
## 775 771 0 3
## 776 772 0 3
## 777 773 0 2
## 778 774 0 3
## 779 775 1 2
## 780 776 0 3
## 781 777 0 3
## 782 778 1 3
## 783 779 0 3
## 784 780 1 1
## 785 781 1 3
## 786 782 1 1
## 787 783 0 1
## 788 784 0 3
## 789 785 0 3
## 790 786 0 3
## 791 787 1 3
## 792 788 0 3
## 793 789 1 3
## 794 790 0 1
## 795 791 0 3
## 796 792 0 2
## 797 793 0 3
## 798 794 0 1
## 799 795 0 3
## 800 796 0 2
## 801 797 1 1
## 802 798 1 3
## 803 799 0 3
## 804 800 0 3
## 805 801 0 2
## 806 802 1 2
## 807 803 1 1
## 808 804 1 3
## 809 805 1 3
## 810 806 0 3
## 811 807 0 1
## 812 808 0 3
## 813 809 0 2
## 814 810 1 1
## 815 811 0 3
## 816 812 0 3
## 817 813 0 2
## 818 814 0 3
## 819 815 0 3
## 820 816 0 1
## 821 817 0 3
## 822 818 0 2
## 823 819 0 3
## 824 820 0 3
## 825 821 1 1
## 826 822 1 3
## 827 823 0 1
## 828 824 1 3
## 829 825 0 3
## 830 826 0 3
## 831 827 0 3
## 832 828 1 2
## 833 829 1 3
## 834 830 1 1
## 835 831 1 3
## 836 832 1 2
## 837 833 0 3
## 838 834 0 3
## 839 835 0 3
## 840 836 1 1
## 841 837 0 3
## 842 838 0 3
## 843 839 1 3
## 844 840 1 1
## 845 841 0 3
## 846 842 0 2
## 847 843 1 1
## 848 844 0 3
## 849 845 0 3
## 850 846 0 3
## 851 847 0 3
## 852 848 0 3
## 853 849 0 2
## 854 850 1 1
## 855 851 0 3
## 856 852 0 3
## 857 853 0 3
## 858 854 1 1
## 859 855 0 2
## 860 856 1 3
## 861 857 1 1
## 862 858 1 1
## 863 859 1 3
## 864 860 0 3
## 865 861 0 3
## 866 862 0 2
## 867 863 1 1
## 868 864 0 3
## 869 865 0 2
## 870 866 1 2
## 871 867 1 2
## 872 868 0 1
## 873 869 0 3
## 874 870 1 3
## 875 871 0 3
## 876 872 1 1
## 877 873 0 1
## 878 874 0 3
## 879 875 1 2
## 880 876 1 3
## 881 877 0 3
## 882 878 0 3
## 883 879 0 3
## 884 880 1 1
## 885 881 1 2
## 886 882 0 3
## 887 883 0 3
## 888 884 0 2
## 889 885 0 3
## 890 886 0 3
## 891 887 0 2
## 892 888 1 1
## 893 889 0 3
## 894 890 1 1
## 895 891 0 3
## Name
## 1 Braund, Mr. Owen Harris
## 2 Cumings, Mrs. John Bradley (Florence Briggs Thayer)
## 3 Heikkinen, Miss. Laina
## 4 Futrelle, Mrs. Jacques Heath (Lily May Peel)
## 5 Allen, Mr. William Henry
## 6 Moran, Mr. James
## 7 McCarthy, Mr. Timothy J
## 8 Palsson, Master. Gosta Leonard
## 9 Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)
## 10 Nasser, Mrs. Nicholas (Adele Achem)
## 11 Sandstrom, Miss. Marguerite Rut
## 12 Bonnell, Miss. Elizabeth
## 13 Saundercock, Mr. William Henry
## 14 Andersson, Mr. Anders Johan
## 15 Vestrom, Miss. Hulda Amanda Adolfina
## 16 Hewlett, Mrs. (Mary D Kingcome)
## 17 Rice, Master. Eugene
## 18 Williams, Mr. Charles Eugene
## 19 Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)
## 20 Masselmani, Mrs. Fatima
## 21 Fynney, Mr. Joseph J
## 22 Beesley, Mr. Lawrence
## 23 McGowan, Miss. Anna "Annie"
## 24 Sloper, Mr. William Thompson
## 25 Palsson, Miss. Torborg Danira
## 26 Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)
## 27 Emir, Mr. Farred Chehab
## 28 Fortune, Mr. Charles Alexander
## 29 O'Dwyer, Miss. Ellen "Nellie"
## 30 Todoroff, Mr. Lalio
## 31 Uruchurtu, Don. Manuel E
## 32 Spencer, Mrs. William Augustus (Marie Eugenie)
## 33 Glynn, Miss. Mary Agatha
## 34 Wheadon, Mr. Edward H
## 35 Meyer, Mr. Edgar Joseph
## 36 Holverson, Mr. Alexander Oskar
## 37 Mamee, Mr. Hanna
## 38 Cann, Mr. Ernest Charles
## 39 Vander Planke, Miss. Augusta Maria
## 40 Nicola-Yarred, Miss. Jamila
## 41 Ahlin, Mrs. Johan (Johanna Persdotter Larsson)
## 42 Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)
## 43 Kraeff, Mr. Theodor
## 44 Laroche, Miss. Simonne Marie Anne Andree
## 45 Devaney, Miss. Margaret Delia
## 46 Rogers, Mr. William John
## 47 Lennon, Mr. Denis
## 48 O'Driscoll, Miss. Bridget
## 49 Samaan, Mr. Youssef
## 50 Arnold-Franchi, Mrs. Josef (Josefine Franchi)
## 51 Panula, Master. Juha Niilo
## 52 Nosworthy, Mr. Richard Cater
## 53 Harper, Mrs. Henry Sleeper (Myna Haxtun)
## 54 Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)
## 55 Ostby, Mr. Engelhart Cornelius
## 56 Woolner, Mr. Hugh
## 57 Rugg, Miss. Emily
## 58 Novel, Mr. Mansouer
## 59 West, Miss. Constance Mirium
## 60 Goodwin, Master. William Frederick
## 61 Sirayanian, Mr. Orsen
## 62 Icard, Miss. Amelie
## 63 Harris, Mr. Henry Birkhardt
## 64 Skoog, Master. Harald
## 65 Stewart, Mr. Albert A
## 66 Moubarek, Master. Gerios
## 67 Nye, Mrs. (Elizabeth Ramell)
## 68 Crease, Mr. Ernest James
## 69 Andersson, Miss. Erna Alexandra
## 70 Kink, Mr. Vincenz
## 71 Jenkin, Mr. Stephen Curnow
## 72 Goodwin, Miss. Lillian Amy
## 73 Hood, Mr. Ambrose Jr
## 74 Chronopoulos, Mr. Apostolos
## 75 Bing, Mr. Lee
## 76 Moen, Mr. Sigurd Hansen
## 77 Staneff, Mr. Ivan
## 78 Moutal, Mr. Rahamin Haim
## 79 Caldwell, Master. Alden Gates
## 80 Dowdell, Miss. Elizabeth
## 81 Waelens, Mr. Achille
## 82 Sheerlinck, Mr. Jan Baptist
## 83 McDermott, Miss. Brigdet Delia
## 84 Carrau, Mr. Francisco M
## 85 Ilett, Miss. Bertha
## 86 Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)
## 87 Ford, Mr. William Neal
## 88 Slocovski, Mr. Selman Francis
## 89 Fortune, Miss. Mabel Helen
## 90 Emir, Mr. Farred Chehab
## 91 Celotti, Mr. Francesco
## 92 Christmann, Mr. Emil
## 93 Andreasson, Mr. Paul Edvin
## 94 Chaffee, Mr. Herbert Fuller
## 95 Dean, Mr. Bertram Frank
## 96 Coxon, Mr. Daniel
## 97 Shorney, Mr. Charles Joseph
## 98 Goldschmidt, Mr. George B
## 99 Greenfield, Mr. William Bertram
## 100 Doling, Mrs. John T (Ada Julia Bone)
## 101 Kantor, Mr. Sinai
## 102 Petranec, Miss. Matilda
## 103 Petroff, Mr. Pastcho ("Pentcho")
## 104 White, Mr. Richard Frasar
## 105 Johansson, Mr. Gustaf Joel
## 106 Gustafsson, Mr. Anders Vilhelm
## 107 Mionoff, Mr. Stoytcho
## 108 Emir, Mr. Farred Chehab
## 109 Salkjelsvik, Miss. Anna Kristine
## 110 Moss, Mr. Albert Johan
## 111 Rekic, Mr. Tido
## 112 Moran, Miss. Bertha
## 113 Porter, Mr. Walter Chamberlain
## 114 Zabour, Miss. Hileni
## 115 Barton, Mr. David John
## 116 Jussila, Miss. Katriina
## 117 Attalah, Miss. Malake
## 118 Pekoniemi, Mr. Edvard
## 119 Connors, Mr. Patrick
## 120 Turpin, Mr. William John Robert
## 121 Baxter, Mr. Quigg Edmond
## 122 Andersson, Miss. Ellis Anna Maria
## 123 Hickman, Mr. Stanley George
## 124 Moore, Mr. Leonard Charles
## 125 Nasser, Mr. Nicholas
## 126 Webber, Miss. Susan
## 127 White, Mr. Percival Wayland
## 128 Nicola-Yarred, Master. Elias
## 129 McMahon, Mr. Martin
## 130 Madsen, Mr. Fridtjof Arne
## 131 Peter, Miss. Anna
## 132 Ekstrom, Mr. Johan
## 133 Drazenoic, Mr. Jozef
## 134 Emir, Mr. Farred Chehab
## 135 Coelho, Mr. Domingos Fernandeo
## 136 Robins, Mrs. Alexander A (Grace Charity Laury)
## 137 Weisz, Mrs. Leopold (Mathilde Francoise Pede)
## 138 Sobey, Mr. Samuel James Hayden
## 139 Richard, Mr. Emile
## 140 Newsom, Miss. Helen Monypeny
## 141 Futrelle, Mr. Jacques Heath
## 142 Osen, Mr. Olaf Elon
## 143 Giglio, Mr. Victor
## 144 Boulos, Mrs. Joseph (Sultana)
## 145 Nysten, Miss. Anna Sofia
## 146 Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)
## 147 Burke, Mr. Jeremiah
## 148 Andrew, Mr. Edgardo Samuel
## 149 Nicholls, Mr. Joseph Charles
## 150 Andersson, Mr. August Edvard ("Wennerstrom")
## 151 Ford, Miss. Robina Maggie "Ruby"
## 152 Navratil, Mr. Michel ("Louis M Hoffman")
## 153 Byles, Rev. Thomas Roussel Davids
## 154 Bateman, Rev. Robert James
## 155 Pears, Mrs. Thomas (Edith Wearne)
## 156 Meo, Mr. Alfonzo
## 157 van Billiard, Mr. Austin Blyler
## 158 Olsen, Mr. Ole Martin
## 159 Williams, Mr. Charles Duane
## 160 Gilnagh, Miss. Katherine "Katie"
## 161 Corn, Mr. Harry
## 162 Smiljanic, Mr. Mile
## 163 Sage, Master. Thomas Henry
## 164 Cribb, Mr. John Hatfield
## 165 Watt, Mrs. James (Elizabeth "Bessie" Inglis Milne)
## 166 Bengtsson, Mr. John Viktor
## 167 Calic, Mr. Jovo
## 168 Panula, Master. Eino Viljami
## 169 Goldsmith, Master. Frank John William "Frankie"
## 170 Chibnall, Mrs. (Edith Martha Bowerman)
## 171 Skoog, Mrs. William (Anna Bernhardina Karlsson)
## 172 Baumann, Mr. John D
## 173 Ling, Mr. Lee
## 174 Van der hoef, Mr. Wyckoff
## 175 Rice, Master. Arthur
## 176 Johnson, Miss. Eleanor Ileen
## 177 Sivola, Mr. Antti Wilhelm
## 178 Smith, Mr. James Clinch
## 179 Klasen, Mr. Klas Albin
## 180 Lefebre, Master. Henry Forbes
## 181 Isham, Miss. Ann Elizabeth
## 182 Hale, Mr. Reginald
## 183 Leonard, Mr. Lionel
## 184 Sage, Miss. Constance Gladys
## 185 Pernot, Mr. Rene
## 186 Asplund, Master. Clarence Gustaf Hugo
## 187 Becker, Master. Richard F
## 188 Kink-Heilmann, Miss. Luise Gretchen
## 189 Rood, Mr. Hugh Roscoe
## 190 O'Brien, Mrs. Thomas (Johanna "Hannah" Godfrey)
## 191 Romaine, Mr. Charles Hallace ("Mr C Rolmane")
## 192 Bourke, Mr. John
## 193 Turcin, Mr. Stjepan
## 194 Pinsky, Mrs. (Rosa)
## 195 Carbines, Mr. William
## 196 Andersen-Jensen, Miss. Carla Christine Nielsine
## 197 Navratil, Master. Michel M
## 198 Brown, Mrs. James Joseph (Margaret Tobin)
## 199 Lurette, Miss. Elise
## 200 Mernagh, Mr. Robert
## 201 Olsen, Mr. Karl Siegwart Andreas
## 202 Madigan, Miss. Margaret "Maggie"
## 203 Yrois, Miss. Henriette ("Mrs Harbeck")
## 204 Vande Walle, Mr. Nestor Cyriel
## 205 Sage, Mr. Frederick
## 206 Johanson, Mr. Jakob Alfred
## 207 Youseff, Mr. Gerious
## 208 Cohen, Mr. Gurshon "Gus"
## 209 Strom, Miss. Telma Matilda
## 210 Backstrom, Mr. Karl Alfred
## 211 Albimona, Mr. Nassef Cassem
## 212 Carr, Miss. Helen "Ellen"
## 213 Blank, Mr. Henry
## 214 Ali, Mr. Ahmed
## 215 Cameron, Miss. Clear Annie
## 216 Perkin, Mr. John Henry
## 217 Givard, Mr. Hans Kristensen
## 218 Kiernan, Mr. Philip
## 219 Newell, Miss. Madeleine
## 220 Honkanen, Miss. Eliina
## 221 Jacobsohn, Mr. Sidney Samuel
## 222 Bazzani, Miss. Albina
## 223 Harris, Mr. Walter
## 224 Sunderland, Mr. Victor Francis
## 225 Bracken, Mr. James H
## 226 Green, Mr. George Henry
## 227 Nenkoff, Mr. Christo
## 228 Hoyt, Mr. Frederick Maxfield
## 229 Berglund, Mr. Karl Ivar Sven
## 230 Mellors, Mr. William John
## 231 Lovell, Mr. John Hall ("Henry")
## 232 Fahlstrom, Mr. Arne Jonas
## 233 Lefebre, Miss. Mathilde
## 234 Harris, Mrs. Henry Birkhardt (Irene Wallach)
## 235 Larsson, Mr. Bengt Edvin
## 236 Sjostedt, Mr. Ernst Adolf
## 237 Asplund, Miss. Lillian Gertrud
## 238 Leyson, Mr. Robert William Norman
## 239 Harknett, Miss. Alice Phoebe
## 240 Hold, Mr. Stephen
## 241 Collyer, Miss. Marjorie "Lottie"
## 242 Pengelly, Mr. Frederick William
## 243 Hunt, Mr. George Henry
## 244 Zabour, Miss. Thamine
## 245 Murphy, Miss. Katherine "Kate"
## 246 Coleridge, Mr. Reginald Charles
## 247 Maenpaa, Mr. Matti Alexanteri
## 248 Attalah, Mr. Sleiman
## 249 Minahan, Dr. William Edward
## 250 Lindahl, Miss. Agda Thorilda Viktoria
## 251 Hamalainen, Mrs. William (Anna)
## 252 Beckwith, Mr. Richard Leonard
## 253 Carter, Rev. Ernest Courtenay
## 254 Reed, Mr. James George
## 255 Strom, Mrs. Wilhelm (Elna Matilda Persson)
## 256 Stead, Mr. William Thomas
## 257 Lobb, Mr. William Arthur
## 258 Rosblom, Mrs. Viktor (Helena Wilhelmina)
## 259 Touma, Mrs. Darwis (Hanne Youssef Razi)
## 260 Thorne, Mrs. Gertrude Maybelle
## 261 Cherry, Miss. Gladys
## 262 Ward, Miss. Anna
## 263 Parrish, Mrs. (Lutie Davis)
## 264 Smith, Mr. Thomas
## 265 Asplund, Master. Edvin Rojj Felix
## 266 Taussig, Mr. Emil
## 267 Harrison, Mr. William
## 268 Henry, Miss. Delia
## 269 Reeves, Mr. David
## 270 Panula, Mr. Ernesti Arvid
## 271 Persson, Mr. Ernst Ulrik
## 272 Graham, Mrs. William Thompson (Edith Junkins)
## 273 Bissette, Miss. Amelia
## 274 Cairns, Mr. Alexander
## 275 Tornquist, Mr. William Henry
## 276 Mellinger, Mrs. (Elizabeth Anne Maidment)
## 277 Natsch, Mr. Charles H
## 278 Healy, Miss. Hanora "Nora"
## 279 Andrews, Miss. Kornelia Theodosia
## 280 Lindblom, Miss. Augusta Charlotta
## 281 Parkes, Mr. Francis "Frank"
## 282 Rice, Master. Eric
## 283 Abbott, Mrs. Stanton (Rosa Hunt)
## 284 Duane, Mr. Frank
## 285 Olsson, Mr. Nils Johan Goransson
## 286 de Pelsmaeker, Mr. Alfons
## 287 Dorking, Mr. Edward Arthur
## 288 Smith, Mr. Richard William
## 289 Stankovic, Mr. Ivan
## 290 de Mulder, Mr. Theodore
## 291 Naidenoff, Mr. Penko
## 292 Hosono, Mr. Masabumi
## 293 Connolly, Miss. Kate
## 294 Barber, Miss. Ellen "Nellie"
## 295 Bishop, Mrs. Dickinson H (Helen Walton)
## 296 Levy, Mr. Rene Jacques
## 297 Haas, Miss. Aloisia
## 298 Mineff, Mr. Ivan
## 299 Lewy, Mr. Ervin G
## 300 Hanna, Mr. Mansour
## 301 Allison, Miss. Helen Loraine
## 302 Saalfeld, Mr. Adolphe
## 303 Baxter, Mrs. James (Helene DeLaudeniere Chaput)
## 304 Kelly, Miss. Anna Katherine "Annie Kate"
## 305 McCoy, Mr. Bernard
## 306 Johnson, Mr. William Cahoone Jr
## 307 Keane, Miss. Nora A
## 308 Williams, Mr. Howard Hugh "Harry"
## 309 Allison, Master. Hudson Trevor
## 310 Fleming, Miss. Margaret
## 311 Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)
## 312 Abelson, Mr. Samuel
## 313 Francatelli, Miss. Laura Mabel
## 314 Hays, Miss. Margaret Bechstein
## 315 Ryerson, Miss. Emily Borie
## 316 Lahtinen, Mrs. William (Anna Sylfven)
## 317 Hendekovic, Mr. Ignjac
## 318 Hart, Mr. Benjamin
## 319 Nilsson, Miss. Helmina Josefina
## 320 Kantor, Mrs. Sinai (Miriam Sternin)
## 321 Moraweck, Dr. Ernest
## 322 Wick, Miss. Mary Natalie
## 323 Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)
## 324 Dennis, Mr. Samuel
## 325 Danoff, Mr. Yoto
## 326 Slayter, Miss. Hilda Mary
## 327 Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)
## 328 Sage, Mr. George John Jr
## 329 Young, Miss. Marie Grice
## 330 Nysveen, Mr. Johan Hansen
## 331 Ball, Mrs. (Ada E Hall)
## 332 Goldsmith, Mrs. Frank John (Emily Alice Brown)
## 333 Hippach, Miss. Jean Gertrude
## 334 McCoy, Miss. Agnes
## 335 Partner, Mr. Austen
## 336 Graham, Mr. George Edward
## 337 Vander Planke, Mr. Leo Edmondus
## 338 Frauenthal, Mrs. Henry William (Clara Heinsheimer)
## 339 Denkoff, Mr. Mitto
## 340 Pears, Mr. Thomas Clinton
## 341 Burns, Miss. Elizabeth Margaret
## 342 Dahl, Mr. Karl Edwart
## 343 Blackwell, Mr. Stephen Weart
## 344 Navratil, Master. Edmond Roger
## 345 Fortune, Miss. Alice Elizabeth
## 346 Collander, Mr. Erik Gustaf
## 347 Sedgwick, Mr. Charles Frederick Waddington
## 348 Fox, Mr. Stanley Hubert
## 349 Brown, Miss. Amelia "Mildred"
## 350 Smith, Miss. Marion Elsie
## 351 Davison, Mrs. Thomas Henry (Mary E Finck)
## 352 Coutts, Master. William Loch "William"
## 353 Dimic, Mr. Jovan
## 354 Odahl, Mr. Nils Martin
## 355 Williams-Lambert, Mr. Fletcher Fellows
## 356 Elias, Mr. Tannous
## 357 Arnold-Franchi, Mr. Josef
## 358 Yousif, Mr. Wazli
## 359 Vanden Steen, Mr. Leo Peter
## 360 Bowerman, Miss. Elsie Edith
## 361 Funk, Miss. Annie Clemmer
## 362 McGovern, Miss. Mary
## 363 Mockler, Miss. Helen Mary "Ellie"
## 364 Skoog, Mr. Wilhelm
## 365 del Carlo, Mr. Sebastiano
## 366 Barbara, Mrs. (Catherine David)
## 367 Asim, Mr. Adola
## 368 O'Brien, Mr. Thomas
## 369 Adahl, Mr. Mauritz Nils Martin
## 370 Warren, Mrs. Frank Manley (Anna Sophia Atkinson)
## 371 Moussa, Mrs. (Mantoura Boulos)
## 372 Jermyn, Miss. Annie
## 373 Aubart, Mme. Leontine Pauline
## 374 Harder, Mr. George Achilles
## 375 Wiklund, Mr. Jakob Alfred
## 376 Beavan, Mr. William Thomas
## 377 Ringhini, Mr. Sante
## 378 Palsson, Miss. Stina Viola
## 379 Meyer, Mrs. Edgar Joseph (Leila Saks)
## 380 Landergren, Miss. Aurora Adelia
## 381 Widener, Mr. Harry Elkins
## 382 Betros, Mr. Tannous
## 383 Gustafsson, Mr. Karl Gideon
## 384 Bidois, Miss. Rosalie
## 385 Emir, Mr. Farred Chehab
## 386 Nakid, Miss. Maria ("Mary")
## 387 Tikkanen, Mr. Juho
## 388 Holverson, Mrs. Alexander Oskar (Mary Aline Towner)
## 389 Plotcharsky, Mr. Vasil
## 390 Davies, Mr. Charles Henry
## 391 Goodwin, Master. Sidney Leonard
## 392 Buss, Miss. Kate
## 393 Sadlier, Mr. Matthew
## 394 Lehmann, Miss. Bertha
## 395 Carter, Mr. William Ernest
## 396 Jansson, Mr. Carl Olof
## 397 Gustafsson, Mr. Johan Birger
## 398 Newell, Miss. Marjorie
## 399 Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)
## 400 Johansson, Mr. Erik
## 401 Olsson, Miss. Elina
## 402 McKane, Mr. Peter David
## 403 Pain, Dr. Alfred
## 404 Trout, Mrs. William H (Jessie L)
## 405 Niskanen, Mr. Juha
## 406 Adams, Mr. John
## 407 Jussila, Miss. Mari Aina
## 408 Hakkarainen, Mr. Pekka Pietari
## 409 Oreskovic, Miss. Marija
## 410 Gale, Mr. Shadrach
## 411 Widegren, Mr. Carl/Charles Peter
## 412 Richards, Master. William Rowe
## 413 Birkeland, Mr. Hans Martin Monsen
## 414 Lefebre, Miss. Ida
## 415 Sdycoff, Mr. Todor
## 416 Hart, Mr. Henry
## 417 Minahan, Miss. Daisy E
## 418 Cunningham, Mr. Alfred Fleming
## 419 Sundman, Mr. Johan Julian
## 420 Meek, Mrs. Thomas (Annie Louise Rowley)
## 421 Drew, Mrs. James Vivian (Lulu Thorne Christian)
## 422 Silven, Miss. Lyyli Karoliina
## 423 Matthews, Mr. William John
## 424 Van Impe, Miss. Catharina
## 425 Gheorgheff, Mr. Stanio
## 426 Charters, Mr. David
## 427 Zimmerman, Mr. Leo
## 428 Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)
## 429 Rosblom, Mr. Viktor Richard
## 430 Wiseman, Mr. Phillippe
## 431 Clarke, Mrs. Charles V (Ada Maria Winfield)
## 432 Phillips, Miss. Kate Florence ("Mrs Kate Louise Phillips Marshall")
## 433 Flynn, Mr. James
## 434 Pickard, Mr. Berk (Berk Trembisky)
## 435 Bjornstrom-Steffansson, Mr. Mauritz Hakan
## 436 Thorneycroft, Mrs. Percival (Florence Kate White)
## 437 Louch, Mrs. Charles Alexander (Alice Adelaide Slow)
## 438 Kallio, Mr. Nikolai Erland
## 439 Silvey, Mr. William Baird
## 440 Carter, Miss. Lucile Polk
## 441 Ford, Miss. Doolina Margaret "Daisy"
## 442 Richards, Mrs. Sidney (Emily Hocking)
## 443 Fortune, Mr. Mark
## 444 Kvillner, Mr. Johan Henrik Johannesson
## 445 Hart, Mrs. Benjamin (Esther Ada Bloomfield)
## 446 Hampe, Mr. Leon
## 447 Petterson, Mr. Johan Emil
## 448 Reynaldo, Ms. Encarnacion
## 449 Johannesen-Bratthammer, Mr. Bernt
## 450 Dodge, Master. Washington
## 451 Mellinger, Miss. Madeleine Violet
## 452 Seward, Mr. Frederic Kimber
## 453 Baclini, Miss. Marie Catherine
## 454 Peuchen, Major. Arthur Godfrey
## 455 West, Mr. Edwy Arthur
## 456 Hagland, Mr. Ingvald Olai Olsen
## 457 Foreman, Mr. Benjamin Laventall
## 458 Goldenberg, Mr. Samuel L
## 459 Peduzzi, Mr. Joseph
## 460 Jalsevac, Mr. Ivan
## 461 Millet, Mr. Francis Davis
## 462 Kenyon, Mrs. Frederick R (Marion)
## 463 Toomey, Miss. Ellen
## 464 O'Connor, Mr. Maurice
## 465 Anderson, Mr. Harry
## 466 Morley, Mr. William
## 467 Gee, Mr. Arthur H
## 468 Milling, Mr. Jacob Christian
## 469 Maisner, Mr. Simon
## 470 Goncalves, Mr. Manuel Estanslas
## 471 Campbell, Mr. William
## 472 Smart, Mr. John Montgomery
## 473 Scanlan, Mr. James
## 474 Baclini, Miss. Helene Barbara
## 475 Keefe, Mr. Arthur
## 476 Cacic, Mr. Luka
## 477 West, Mrs. Edwy Arthur (Ada Mary Worth)
## 478 Jerwan, Mrs. Amin S (Marie Marthe Thuillard)
## 479 Strandberg, Miss. Ida Sofia
## 480 Clifford, Mr. George Quincy
## 481 Renouf, Mr. Peter Henry
## 482 Braund, Mr. Lewis Richard
## 483 Karlsson, Mr. Nils August
## 484 Hirvonen, Miss. Hildur E
## 485 Goodwin, Master. Harold Victor
## 486 Frost, Mr. Anthony Wood "Archie"
## 487 Rouse, Mr. Richard Henry
## 488 Turkula, Mrs. (Hedwig)
## 489 Bishop, Mr. Dickinson H
## 490 Lefebre, Miss. Jeannie
## 491 Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)
## 492 Kent, Mr. Edward Austin
## 493 Somerton, Mr. Francis William
## 494 Coutts, Master. Eden Leslie "Neville"
## 495 Hagland, Mr. Konrad Mathias Reiersen
## 496 Windelov, Mr. Einar
## 497 Molson, Mr. Harry Markland
## 498 Artagaveytia, Mr. Ramon
## 499 Stanley, Mr. Edward Roland
## 500 Yousseff, Mr. Gerious
## 501 Eustis, Miss. Elizabeth Mussey
## 502 Shellard, Mr. Frederick William
## 503 Allison, Mrs. Hudson J C (Bessie Waldo Daniels)
## 504 Svensson, Mr. Olof
## 505 Calic, Mr. Petar
## 506 Canavan, Miss. Mary
## 507 O'Sullivan, Miss. Bridget Mary
## 508 Laitinen, Miss. Kristina Sofia
## 509 Maioni, Miss. Roberta
## 510 Penasco y Castellana, Mr. Victor de Satode
## 511 Quick, Mrs. Frederick Charles (Jane Richards)
## 512 Bradley, Mr. George ("George Arthur Brayton")
## 513 Olsen, Mr. Henry Margido
## 514 Lang, Mr. Fang
## 515 Daly, Mr. Eugene Patrick
## 516 Webber, Mr. James
## 517 McGough, Mr. James Robert
## 518 Rothschild, Mrs. Martin (Elizabeth L. Barrett)
## 519 Coleff, Mr. Satio
## 520 Walker, Mr. William Anderson
## 521 Lemore, Mrs. (Amelia Milley)
## 522 Ryan, Mr. Patrick
## 523 Angle, Mrs. William A (Florence "Mary" Agnes Hughes)
## 524 Pavlovic, Mr. Stefo
## 525 Perreault, Miss. Anne
## 526 Vovk, Mr. Janko
## 527 Lahoud, Mr. Sarkis
## 528 Hippach, Mrs. Louis Albert (Ida Sophia Fischer)
## 529 Kassem, Mr. Fared
## 530 Farrell, Mr. James
## 531 Ridsdale, Miss. Lucy
## 532 Farthing, Mr. John
## 533 Salonen, Mr. Johan Werner
## 534 Hocking, Mr. Richard George
## 535 Quick, Miss. Phyllis May
## 536 Toufik, Mr. Nakli
## 537 Elias, Mr. Joseph Jr
## 538 Peter, Mrs. Catherine (Catherine Rizk)
## 539 Cacic, Miss. Marija
## 540 Hart, Miss. Eva Miriam
## 541 Butt, Major. Archibald Willingham
## 542 LeRoy, Miss. Bertha
## 543 Risien, Mr. Samuel Beard
## 544 Frolicher, Miss. Hedwig Margaritha
## 545 Crosby, Miss. Harriet R
## 546 Andersson, Miss. Ingeborg Constanzia
## 547 Andersson, Miss. Sigrid Elisabeth
## 548 Beane, Mr. Edward
## 549 Douglas, Mr. Walter Donald
## 550 Nicholson, Mr. Arthur Ernest
## 551 Beane, Mrs. Edward (Ethel Clarke)
## 552 Padro y Manent, Mr. Julian
## 553 Goldsmith, Mr. Frank John
## 554 Davies, Master. John Morgan Jr
## 555 Thayer, Mr. John Borland Jr
## 556 Sharp, Mr. Percival James R
## 557 O'Brien, Mr. Timothy
## 558 Leeni, Mr. Fahim ("Philip Zenni")
## 559 Ohman, Miss. Velin
## 560 Wright, Mr. George
## 561 Duff Gordon, Lady. (Lucille Christiana Sutherland) ("Mrs Morgan")
## 562 Robbins, Mr. Victor
## 563 Taussig, Mrs. Emil (Tillie Mandelbaum)
## 564 de Messemaeker, Mrs. Guillaume Joseph (Emma)
## 565 Morrow, Mr. Thomas Rowan
## 566 Sivic, Mr. Husein
## 567 Norman, Mr. Robert Douglas
## 568 Simmons, Mr. John
## 569 Meanwell, Miss. (Marion Ogden)
## 570 Davies, Mr. Alfred J
## 571 Stoytcheff, Mr. Ilia
## 572 Palsson, Mrs. Nils (Alma Cornelia Berglund)
## 573 Doharr, Mr. Tannous
## 574 Jonsson, Mr. Carl
## 575 Harris, Mr. George
## 576 Appleton, Mrs. Edward Dale (Charlotte Lamson)
## 577 Flynn, Mr. John Irwin ("Irving")
## 578 Kelly, Miss. Mary
## 579 Rush, Mr. Alfred George John
## 580 Patchett, Mr. George
## 581 Garside, Miss. Ethel
## 582 Silvey, Mrs. William Baird (Alice Munger)
## 583 Caram, Mrs. Joseph (Maria Elias)
## 584 Jussila, Mr. Eiriik
## 585 Christy, Miss. Julie Rachel
## 586 Thayer, Mrs. John Borland (Marian Longstreth Morris)
## 587 Downton, Mr. William James
## 588 Ross, Mr. John Hugo
## 589 Paulner, Mr. Uscher
## 590 Taussig, Miss. Ruth
## 591 Jarvis, Mr. John Denzil
## 592 Frolicher-Stehli, Mr. Maxmillian
## 593 Gilinski, Mr. Eliezer
## 594 Murdlin, Mr. Joseph
## 595 Rintamaki, Mr. Matti
## 596 Stephenson, Mrs. Walter Bertram (Martha Eustis)
## 597 Elsbury, Mr. William James
## 598 Bourke, Miss. Mary
## 599 Chapman, Mr. John Henry
## 600 Van Impe, Mr. Jean Baptiste
## 601 Leitch, Miss. Jessie Wills
## 602 Johnson, Mr. Alfred
## 603 Boulos, Mr. Hanna
## 604 Duff Gordon, Sir. Cosmo Edmund ("Mr Morgan")
## 605 Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)
## 606 Slabenoff, Mr. Petco
## 607 Harrington, Mr. Charles H
## 608 Torber, Mr. Ernst William
## 609 Homer, Mr. Harry ("Mr E Haven")
## 610 Lindell, Mr. Edvard Bengtsson
## 611 Karaic, Mr. Milan
## 612 Daniel, Mr. Robert Williams
## 613 Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)
## 614 Shutes, Miss. Elizabeth W
## 615 Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)
## 616 Jardin, Mr. Jose Neto
## 617 Murphy, Miss. Margaret Jane
## 618 Horgan, Mr. John
## 619 Brocklebank, Mr. William Alfred
## 620 Herman, Miss. Alice
## 621 Danbom, Mr. Ernst Gilbert
## 622 Lobb, Mrs. William Arthur (Cordelia K Stanlick)
## 623 Becker, Miss. Marion Louise
## 624 Gavey, Mr. Lawrence
## 625 Yasbeck, Mr. Antoni
## 626 Kimball, Mr. Edwin Nelson Jr
## 627 Nakid, Mr. Sahid
## 628 Hansen, Mr. Henry Damsgaard
## 629 Bowen, Mr. David John "Dai"
## 630 Sutton, Mr. Frederick
## 631 Kirkland, Rev. Charles Leonard
## 632 Longley, Miss. Gretchen Fiske
## 633 Bostandyeff, Mr. Guentcho
## 634 O'Connell, Mr. Patrick D
## 635 Barkworth, Mr. Algernon Henry Wilson
## 636 Lundahl, Mr. Johan Svensson
## 637 Stahelin-Maeglin, Dr. Max
## 638 Parr, Mr. William Henry Marsh
## 639 Skoog, Miss. Mabel
## 640 Davis, Miss. Mary
## 641 Leinonen, Mr. Antti Gustaf
## 642 Collyer, Mr. Harvey
## 643 Panula, Mrs. Juha (Maria Emilia Ojala)
## 644 Thorneycroft, Mr. Percival
## 645 Jensen, Mr. Hans Peder
## 646 Sagesser, Mlle. Emma
## 647 Skoog, Miss. Margit Elizabeth
## 648 Foo, Mr. Choong
## 649 Baclini, Miss. Eugenie
## 650 Harper, Mr. Henry Sleeper
## 651 Cor, Mr. Liudevit
## 652 Simonius-Blumer, Col. Oberst Alfons
## 653 Willey, Mr. Edward
## 654 Stanley, Miss. Amy Zillah Elsie
## 655 Mitkoff, Mr. Mito
## 656 Doling, Miss. Elsie
## 657 Kalvik, Mr. Johannes Halvorsen
## 658 O'Leary, Miss. Hanora "Norah"
## 659 Hegarty, Miss. Hanora "Nora"
## 660 Hickman, Mr. Leonard Mark
## 661 Radeff, Mr. Alexander
## 662 Bourke, Mrs. John (Catherine)
## 663 Eitemiller, Mr. George Floyd
## 664 Newell, Mr. Arthur Webster
## 665 Frauenthal, Dr. Henry William
## 666 Badt, Mr. Mohamed
## 667 Colley, Mr. Edward Pomeroy
## 668 Coleff, Mr. Peju
## 669 Lindqvist, Mr. Eino William
## 670 Hickman, Mr. Lewis
## 671 Butler, Mr. Reginald Fenton
## 672 Rommetvedt, Mr. Knud Paust
## 673 Cook, Mr. Jacob
## 674 Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright)
## 675 Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)
## 676 Davidson, Mr. Thornton
## 677 Mitchell, Mr. Henry Michael
## 678 Wilhelms, Mr. Charles
## 679 Watson, Mr. Ennis Hastings
## 680 Edvardsson, Mr. Gustaf Hjalmar
## 681 Sawyer, Mr. Frederick Charles
## 682 Turja, Miss. Anna Sofia
## 683 Goodwin, Mrs. Frederick (Augusta Tyler)
## 684 Cardeza, Mr. Thomas Drake Martinez
## 685 Peters, Miss. Katie
## 686 Hassab, Mr. Hammad
## 687 Olsvigen, Mr. Thor Anderson
## 688 Goodwin, Mr. Charles Edward
## 689 Brown, Mr. Thomas William Solomon
## 690 Laroche, Mr. Joseph Philippe Lemercier
## 691 Panula, Mr. Jaako Arnold
## 692 Dakic, Mr. Branko
## 693 Fischer, Mr. Eberhard Thelander
## 694 Madill, Miss. Georgette Alexandra
## 695 Dick, Mr. Albert Adrian
## 696 Karun, Miss. Manca
## 697 Lam, Mr. Ali
## 698 Saad, Mr. Khalil
## 699 Weir, Col. John
## 700 Chapman, Mr. Charles Henry
## 701 Kelly, Mr. James
## 702 Mullens, Miss. Katherine "Katie"
## 703 Thayer, Mr. John Borland
## 704 Humblen, Mr. Adolf Mathias Nicolai Olsen
## 705 Astor, Mrs. John Jacob (Madeleine Talmadge Force)
## 706 Silverthorne, Mr. Spencer Victor
## 707 Barbara, Miss. Saiide
## 708 Gallagher, Mr. Martin
## 709 Hansen, Mr. Henrik Juul
## 710 Morley, Mr. Henry Samuel ("Mr Henry Marshall")
## 711 Kelly, Mrs. Florence "Fannie"
## 712 Calderhead, Mr. Edward Pennington
## 713 Cleaver, Miss. Alice
## 714 Moubarek, Master. Halim Gonios ("William George")
## 715 Mayne, Mlle. Berthe Antonine ("Mrs de Villiers")
## 716 Klaber, Mr. Herman
## 717 Taylor, Mr. Elmer Zebley
## 718 Larsson, Mr. August Viktor
## 719 Greenberg, Mr. Samuel
## 720 Soholt, Mr. Peter Andreas Lauritz Andersen
## 721 Endres, Miss. Caroline Louise
## 722 Troutt, Miss. Edwina Celia "Winnie"
## 723 McEvoy, Mr. Michael
## 724 Johnson, Mr. Malkolm Joackim
## 725 Harper, Miss. Annie Jessie "Nina"
## 726 Jensen, Mr. Svend Lauritz
## 727 Gillespie, Mr. William Henry
## 728 Hodges, Mr. Henry Price
## 729 Chambers, Mr. Norman Campbell
## 730 Oreskovic, Mr. Luka
## 731 Renouf, Mrs. Peter Henry (Lillian Jefferys)
## 732 Mannion, Miss. Margareth
## 733 Bryhl, Mr. Kurt Arnold Gottfrid
## 734 Ilmakangas, Miss. Pieta Sofia
## 735 Allen, Miss. Elisabeth Walton
## 736 Hassan, Mr. Houssein G N
## 737 Knight, Mr. Robert J
## 738 Berriman, Mr. William John
## 739 Troupiansky, Mr. Moses Aaron
## 740 Williams, Mr. Leslie
## 741 Ford, Mrs. Edward (Margaret Ann Watson)
## 742 Lesurer, Mr. Gustave J
## 743 Ivanoff, Mr. Kanio
## 744 Nankoff, Mr. Minko
## 745 Hawksford, Mr. Walter James
## 746 Cavendish, Mr. Tyrell William
## 747 Ryerson, Miss. Susan Parker "Suzette"
## 748 McNamee, Mr. Neal
## 749 Stranden, Mr. Juho
## 750 Crosby, Capt. Edward Gifford
## 751 Abbott, Mr. Rossmore Edward
## 752 Sinkkonen, Miss. Anna
## 753 Marvin, Mr. Daniel Warner
## 754 Connaghton, Mr. Michael
## 755 Wells, Miss. Joan
## 756 Moor, Master. Meier
## 757 Vande Velde, Mr. Johannes Joseph
## 758 Jonkoff, Mr. Lalio
## 759 Herman, Mrs. Samuel (Jane Laver)
## 760 Hamalainen, Master. Viljo
## 761 Carlsson, Mr. August Sigfrid
## 762 Bailey, Mr. Percy Andrew
## 763 Theobald, Mr. Thomas Leonard
## 764 Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)
## 765 Garfirth, Mr. John
## 766 Nirva, Mr. Iisakki Antino Aijo
## 767 Barah, Mr. Hanna Assi
## 768 Carter, Mrs. William Ernest (Lucile Polk)
## 769 Eklund, Mr. Hans Linus
## 770 Hogeboom, Mrs. John C (Anna Andrews)
## 771 Brewe, Dr. Arthur Jackson
## 772 Mangan, Miss. Mary
## 773 Moran, Mr. Daniel J
## 774 Gronnestad, Mr. Daniel Danielsen
## 775 Lievens, Mr. Rene Aime
## 776 Jensen, Mr. Niels Peder
## 777 Mack, Mrs. (Mary)
## 778 Elias, Mr. Dibo
## 779 Hocking, Mrs. Elizabeth (Eliza Needs)
## 780 Myhrman, Mr. Pehr Fabian Oliver Malkolm
## 781 Tobin, Mr. Roger
## 782 Emanuel, Miss. Virginia Ethel
## 783 Kilgannon, Mr. Thomas J
## 784 Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)
## 785 Ayoub, Miss. Banoura
## 786 Dick, Mrs. Albert Adrian (Vera Gillespie)
## 787 Long, Mr. Milton Clyde
## 788 Johnston, Mr. Andrew G
## 789 Ali, Mr. William
## 790 Harmer, Mr. Abraham (David Lishin)
## 791 Sjoblom, Miss. Anna Sofia
## 792 Rice, Master. George Hugh
## 793 Dean, Master. Bertram Vere
## 794 Guggenheim, Mr. Benjamin
## 795 Keane, Mr. Andrew "Andy"
## 796 Gaskell, Mr. Alfred
## 797 Sage, Miss. Stella Anna
## 798 Hoyt, Mr. William Fisher
## 799 Dantcheff, Mr. Ristiu
## 800 Otter, Mr. Richard
## 801 Leader, Dr. Alice (Farnham)
## 802 Osman, Mrs. Mara
## 803 Ibrahim Shawah, Mr. Yousseff
## 804 Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)
## 805 Ponesell, Mr. Martin
## 806 Collyer, Mrs. Harvey (Charlotte Annie Tate)
## 807 Carter, Master. William Thornton II
## 808 Thomas, Master. Assad Alexander
## 809 Hedman, Mr. Oskar Arvid
## 810 Johansson, Mr. Karl Johan
## 811 Andrews, Mr. Thomas Jr
## 812 Pettersson, Miss. Ellen Natalia
## 813 Meyer, Mr. August
## 814 Chambers, Mrs. Norman Campbell (Bertha Griggs)
## 815 Alexander, Mr. William
## 816 Lester, Mr. James
## 817 Slemen, Mr. Richard James
## 818 Andersson, Miss. Ebba Iris Alfrida
## 819 Tomlin, Mr. Ernest Portage
## 820 Fry, Mr. Richard
## 821 Heininen, Miss. Wendla Maria
## 822 Mallet, Mr. Albert
## 823 Holm, Mr. John Fredrik Alexander
## 824 Skoog, Master. Karl Thorsten
## 825 Hays, Mrs. Charles Melville (Clara Jennings Gregg)
## 826 Lulic, Mr. Nikola
## 827 Reuchlin, Jonkheer. John George
## 828 Moor, Mrs. (Beila)
## 829 Panula, Master. Urho Abraham
## 830 Flynn, Mr. John
## 831 Lam, Mr. Len
## 832 Mallet, Master. Andre
## 833 McCormack, Mr. Thomas Joseph
## 834 Stone, Mrs. George Nelson (Martha Evelyn)
## 835 Yasbeck, Mrs. Antoni (Selini Alexander)
## 836 Richards, Master. George Sibley
## 837 Saad, Mr. Amin
## 838 Augustsson, Mr. Albert
## 839 Allum, Mr. Owen George
## 840 Compton, Miss. Sara Rebecca
## 841 Pasic, Mr. Jakob
## 842 Sirota, Mr. Maurice
## 843 Chip, Mr. Chang
## 844 Marechal, Mr. Pierre
## 845 Alhomaki, Mr. Ilmari Rudolf
## 846 Mudd, Mr. Thomas Charles
## 847 Serepeca, Miss. Augusta
## 848 Lemberopolous, Mr. Peter L
## 849 Culumovic, Mr. Jeso
## 850 Abbing, Mr. Anthony
## 851 Sage, Mr. Douglas Bullen
## 852 Markoff, Mr. Marin
## 853 Harper, Rev. John
## 854 Goldenberg, Mrs. Samuel L (Edwiga Grabowska)
## 855 Andersson, Master. Sigvard Harald Elias
## 856 Svensson, Mr. Johan
## 857 Boulos, Miss. Nourelain
## 858 Lines, Miss. Mary Conover
## 859 Carter, Mrs. Ernest Courtenay (Lilian Hughes)
## 860 Aks, Mrs. Sam (Leah Rosen)
## 861 Wick, Mrs. George Dennick (Mary Hitchcock)
## 862 Daly, Mr. Peter Denis
## 863 Baclini, Mrs. Solomon (Latifa Qurban)
## 864 Razi, Mr. Raihed
## 865 Hansen, Mr. Claus Peter
## 866 Giles, Mr. Frederick Edward
## 867 Swift, Mrs. Frederick Joel (Margaret Welles Barron)
## 868 Sage, Miss. Dorothy Edith "Dolly"
## 869 Gill, Mr. John William
## 870 Bystrom, Mrs. (Karolina)
## 871 Duran y More, Miss. Asuncion
## 872 Roebling, Mr. Washington Augustus II
## 873 van Melkebeke, Mr. Philemon
## 874 Johnson, Master. Harold Theodor
## 875 Balkic, Mr. Cerin
## 876 Beckwith, Mrs. Richard Leonard (Sallie Monypeny)
## 877 Carlsson, Mr. Frans Olof
## 878 Vander Cruyssen, Mr. Victor
## 879 Abelson, Mrs. Samuel (Hannah Wizosky)
## 880 Najib, Miss. Adele Kiamie "Jane"
## 881 Gustafsson, Mr. Alfred Ossian
## 882 Petroff, Mr. Nedelio
## 883 Laleff, Mr. Kristo
## 884 Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)
## 885 Shelley, Mrs. William (Imanita Parrish Hall)
## 886 Markun, Mr. Johann
## 887 Dahlberg, Miss. Gerda Ulrika
## 888 Banfield, Mr. Frederick James
## 889 Sutehall, Mr. Henry Jr
## 890 Rice, Mrs. William (Margaret Norton)
## 891 Montvila, Rev. Juozas
## 892 Graham, Miss. Margaret Edith
## 893 Johnston, Miss. Catherine Helen "Carrie"
## 894 Behr, Mr. Karl Howell
## 895 Dooley, Mr. Patrick
## Sex Age SibSp Parch Ticket Fare Cabin
## 1 male 22.00 1 0 A/5 21171 7.25
## 2 female 38.00 1 0 PC 17599 712.833 C85
## 3 female 26.00 0 0 STON/O2. 3101282 7.925
## 4 female 35.00 1 0 113803 53.1 C123
## 5 male 35.00 0 0 373450 8.05
## 6 male NA 0 0 330877 84.583
## 7 male 54.00 0 0 17463 518.625 E46
## 8 male 2.00 3 1 349909 21.075
## 9 female 27.00 0 2 347742 111.333
## 10 female 14.00 1 0 237736 300.708
## 11 female 4.00 1 1 PP 9549 16.7 G6
## 12 female 58.00 0 0 113783 26.55 C103
## 13 male 20.00 0 0 A/5. 2151 8.05
## 14 male 39.00 1 5 347082 31.275
## 15 female 14.00 0 0 350406 78.542
## 16 female 55.00 0 0 248706 16
## 17 male 2.00 4 1 382652 29.125
## 18 male NA 0 0 244373 13
## 19 female 31.00 1 0 345763 18
## 20 female NA 0 0 2649 7.225
## 21 male 35.00 0 0 239865 26
## 22 male 34.00 0 0 248698 13 D56
## 23 female 15.00 0 0 330923 80.292
## 24 male 28.00 0 0 113788 35.5 A6
## 25 female 8.00 3 1 349909 21.075
## 26 female 38.00 1 5 347077 313.875
## 27 male NA 0 0 2631 7.225
## 28 male 19.00 3 2 19950 263 C23 C25 C27
## 29 female NA 0 0 330959 78.792
## 30 male NA 0 0 349216 78.958
## 31 male 40.00 0 0 PC 17601 277.208
## 32 female NA 1 0 PC 17569 1.465.208 B78
## 33 female NA 0 0 335677 7.75
## 34 male 66.00 0 0 C.A. 24579 10.5
## 35 male 28.00 1 0 PC 17604 821.708
## 36 male 42.00 1 0 113789 52
## 37 male NA 0 0 2677 72.292
## 38 male 21.00 0 0 A./5. 2152 8.05
## 39 female 18.00 2 0 345764 18
## 40 female 14.00 1 0 2651 112.417
## 41 female 40.00 1 0 7546 9.475
## 42 female 27.00 1 0 11668 21
## 43 male NA 0 0 349253 78.958
## 44 female 3.00 1 2 SC/Paris 2123 415.792
## 45 female 19.00 0 0 330958 78.792
## 46 male NA 0 0 S.C./A.4. 23567 8.05
## 47 male NA 1 0 370371 15.5
## 48 female NA 0 0 14311 7.75
## 49 male NA 2 0 2662 216.792
## 50 female 18.00 1 0 349237 17.8
## 51 male 7.00 4 1 3101295 396.875
## 52 male 21.00 0 0 A/4. 39886 7.8
## 53 female 49.00 1 0 PC 17572 767.292 D33
## 54 female 29.00 1 0 2926 26
## 55 male 65.00 0 1 113509 619.792 B30
## 56 male NA 0 0 19947 35.5 C52
## 57 female 21.00 0 0 C.A. 31026 10.5
## 58 male 28.50 0 0 2697 72.292
## 59 female 5.00 1 2 C.A. 34651 27.75
## 60 male 11.00 5 2 CA 2144 46.9
## 61 male 22.00 0 0 2669 72.292
## 62 female 38.00 0 0 113572 80 B28
## 63 male 45.00 1 0 36973 83.475 C83
## 64 male 4.00 3 2 347088 27.9
## 65 male NA 0 0 PC 17605 277.208
## 66 male NA 1 1 2661 152.458
## 67 female 29.00 0 0 C.A. 29395 10.5 F33
## 68 male 19.00 0 0 S.P. 3464 81.583
## 69 female 17.00 4 2 3101281 7.925
## 70 male 26.00 2 0 315151 86.625
## 71 male 32.00 0 0 C.A. 33111 10.5
## 72 female 16.00 5 2 CA 2144 46.9
## 73 male 21.00 0 0 S.O.C. 14879 73.5
## 74 male 26.00 1 0 2680 144.542
## 75 male 32.00 0 0 1601 564.958
## 76 male 25.00 0 0 348123 7.65 F G73
## 77 male NA 0 0 349208 78.958
## 78 male NA 0 0 374746 8.05
## 79 male 0.83 0 2 248738 29
## 80 female 30.00 0 0 364516 12.475
## 81 male 22.00 0 0 345767 9
## 82 male 29.00 0 0 345779 9.5
## 83 female NA 0 0 330932 77.875
## 84 male 28.00 0 0 113059 47.1
## 85 female 17.00 0 0 SO/C 14885 10.5
## 86 female 33.00 3 0 3101278 15.85
## 87 male 16.00 1 3 W./C. 6608 34.375
## 88 male NA 0 0 SOTON/OQ 392086 8.05
## 89 female 23.00 3 2 19950 263 C23 C25 C27
## 90 male NA 0 0 2631 7.225
## 91 male 24.00 0 0 343275 8.05
## 92 male 29.00 0 0 343276 8.05
## 93 male 20.00 0 0 347466 78.542
## 94 male 46.00 1 0 W.E.P. 5734 61.175 E31
## 95 male 26.00 1 2 C.A. 2315 20.575
## 96 male 59.00 0 0 364500 7.25
## 97 male NA 0 0 374910 8.05
## 98 male 71.00 0 0 PC 17754 346.542 A5
## 99 male 23.00 0 1 PC 17759 633.583 D10 D12
## 100 female 34.00 0 1 231919 23
## 101 male 34.00 1 0 244367 26
## 102 female 28.00 0 0 349245 78.958
## 103 male NA 0 0 349215 78.958
## 104 male 21.00 0 1 35281 772.875 D26
## 105 male 33.00 0 0 7540 86.542
## 106 male 37.00 2 0 3101276 7.925
## 107 male 28.00 0 0 349207 78.958
## 108 male NA 0 0 2631 7.225
## 109 female 21.00 0 0 343120 7.65
## 110 male NA 0 0 312991 7.775
## 111 male 38.00 0 0 349249 78.958
## 112 female NA 1 0 371110 24.15
## 113 male 47.00 0 0 110465 52 C110
## 114 female 14.50 1 0 2665 144.542
## 115 male 22.00 0 0 324669 8.05
## 116 female 20.00 1 0 4136 9.825
## 117 female 17.00 0 0 2627 144.583
## 118 male 21.00 0 0 STON/O 2. 3101294 7.925
## 119 male 70.50 0 0 370369 7.75
## 120 male 29.00 1 0 11668 21
## 121 male 24.00 0 1 PC 17558 2.475.208 B58 B60
## 122 female 2.00 4 2 347082 31.275
## 123 male 21.00 2 0 S.O.C. 14879 73.5
## 124 male NA 0 0 A4. 54510 8.05
## 125 male 32.50 1 0 237736 300.708
## 126 female 32.50 0 0 27267 13 E101
## 127 male 54.00 0 1 35281 772.875 D26
## 128 male 12.00 1 0 2651 112.417
## 129 male NA 0 0 370372 7.75
## 130 male 24.00 0 0 C 17369 71.417
## 131 female NA 1 1 2668 223.583 F E69
## 132 male 45.00 0 0 347061 6.975
## 133 male 33.00 0 0 349241 78.958
## 134 male NA 0 0 2631 7.225
## 135 male 20.00 0 0 SOTON/O.Q. 3101307 7.05
## 136 female 47.00 1 0 A/5. 3337 14.5
## 137 female 29.00 1 0 228414 26
## 138 male 25.00 0 0 C.A. 29178 13
## 139 male 23.00 0 0 SC/PARIS 2133 150.458
## 140 female 19.00 0 2 11752 262.833 D47
## 141 male 37.00 1 0 113803 53.1 C123
## 142 male 16.00 0 0 7534 92.167
## 143 male 24.00 0 0 PC 17593 79.2 B86
## 144 female NA 0 2 2678 152.458
## 145 female 22.00 0 0 347081 7.75
## 146 female 24.00 1 0 STON/O2. 3101279 15.85
## 147 male 19.00 0 0 365222 6.75
## 148 male 18.00 0 0 231945 11.5
## 149 male 19.00 1 1 C.A. 33112 36.75
## 150 male 27.00 0 0 350043 77.958
## 151 female 9.00 2 2 W./C. 6608 34.375
## 152 male 36.50 0 2 230080 26 F2
## 153 male 42.00 0 0 244310 13
## 154 male 51.00 0 0 S.O.P. 1166 12.525
## 155 female 22.00 1 0 113776 66.6 C2
## 156 male 55.50 0 0 A.5. 11206 8.05
## 157 male 40.50 0 2 A/5. 851 14.5
## 158 male NA 0 0 Fa 265302 73.125
## 159 male 51.00 0 1 PC 17597 613.792
## 160 female 16.00 0 0 35851 77.333
## 161 male 30.00 0 0 SOTON/OQ 392090 8.05
## 162 male NA 0 0 315037 86.625
## 163 male NA 8 2 CA. 2343 69.55
## 164 male 44.00 0 1 371362 16.1
## 165 female 40.00 0 0 C.A. 33595 15.75
## 166 male 26.00 0 0 347068 7.775
## 167 male 17.00 0 0 315093 86.625
## 168 male 1.00 4 1 3101295 396.875
## 169 male 9.00 0 2 363291 20.525
## 170 female NA 0 1 113505 55 E33
## 171 female 45.00 1 4 347088 27.9
## 172 male NA 0 0 PC 17318 25.925
## 173 male 28.00 0 0 1601 564.958
## 174 male 61.00 0 0 111240 33.5 B19
## 175 male 4.00 4 1 382652 29.125
## 176 female 1.00 1 1 347742 111.333
## 177 male 21.00 0 0 STON/O 2. 3101280 7.925
## 178 male 56.00 0 0 17764 306.958 A7
## 179 male 18.00 1 1 350404 78.542
## 180 male NA 3 1 4133 254.667
## 181 female 50.00 0 0 PC 17595 287.125 C49
## 182 male 30.00 0 0 250653 13
## 183 male 36.00 0 0 LINE 0
## 184 female NA 8 2 CA. 2343 69.55
## 185 male NA 0 0 SC/PARIS 2131 15.05
## 186 male 9.00 4 2 347077 313.875
## 187 male 1.00 2 1 230136 39 F4
## 188 female 4.00 0 2 315153 22.025
## 189 male NA 0 0 113767 50 A32
## 190 female NA 1 0 370365 15.5
## 191 male 45.00 0 0 111428 26.55
## 192 male 40.00 1 1 364849 15.5
## 193 male 36.00 0 0 349247 78.958
## 194 female 32.00 0 0 234604 13
## 195 male 19.00 0 0 28424 13
## 196 female 19.00 1 0 350046 78.542
## 197 male 3.00 1 1 230080 26 F2
## 198 female 44.00 0 0 PC 17610 277.208 B4
## 199 female 58.00 0 0 PC 17569 1.465.208 B80
## 200 male NA 0 0 368703 7.75
## 201 male 42.00 0 1 4579 84.042
## 202 female NA 0 0 370370 7.75
## 203 female 24.00 0 0 248747 13
## 204 male 28.00 0 0 345770 9.5
## 205 male NA 8 2 CA. 2343 69.55
## 206 male 34.00 0 0 3101264 64.958
## 207 male 45.50 0 0 2628 7.225
## 208 male 18.00 0 0 A/5 3540 8.05
## 209 female 2.00 0 1 347054 104.625 G6
## 210 male 32.00 1 0 3101278 15.85
## 211 male 26.00 0 0 2699 187.875
## 212 female 16.00 0 0 367231 7.75
## 213 male 40.00 0 0 112277 31 A31
## 214 male 24.00 0 0 SOTON/O.Q. 3101311 7.05
## 215 female 35.00 0 0 F.C.C. 13528 21
## 216 male 22.00 0 0 A/5 21174 7.25
## 217 male 30.00 0 0 250646 13
## 218 male NA 1 0 367229 7.75
## 219 female 31.00 1 0 35273 113.275 D36
## 220 female 27.00 0 0 STON/O2. 3101283 7.925
## 221 male 42.00 1 0 243847 27
## 222 female 32.00 0 0 11813 762.917 D15
## 223 male 30.00 0 0 W/C 14208 10.5
## 224 male 16.00 0 0 SOTON/OQ 392089 8.05
## 225 male 27.00 0 0 220367 13
## 226 male 51.00 0 0 21440 8.05
## 227 male NA 0 0 349234 78.958
## 228 male 38.00 1 0 19943 90 C93
## 229 male 22.00 0 0 PP 4348 9.35
## 230 male 19.00 0 0 SW/PP 751 10.5
## 231 male 20.50 0 0 A/5 21173 7.25
## 232 male 18.00 0 0 236171 13
## 233 female NA 3 1 4133 254.667
## 234 female 35.00 1 0 36973 83.475 C83
## 235 male 29.00 0 0 347067 7.775
## 236 male 59.00 0 0 237442 13.5
## 237 female 5.00 4 2 347077 313.875
## 238 male 24.00 0 0 C.A. 29566 10.5
## 239 female NA 0 0 W./C. 6609 7.55
## 240 male 44.00 1 0 26707 26
## 241 female 8.00 0 2 C.A. 31921 26.25
## 242 male 19.00 0 0 28665 10.5
## 243 male 33.00 0 0 SCO/W 1585 12.275
## 244 female NA 1 0 2665 144.542
## 245 female NA 1 0 367230 15.5
## 246 male 29.00 0 0 W./C. 14263 10.5
## 247 male 22.00 0 0 STON/O 2. 3101275 7.125
## 248 male 30.00 0 0 2694 7.225
## 249 male 44.00 2 0 19928 90 C78
## 250 female 25.00 0 0 347071 7.775
## 251 female 24.00 0 2 250649 14.5
## 252 male 37.00 1 1 11751 525.542 D35
## 253 male 54.00 1 0 244252 26
## 254 male NA 0 0 362316 7.25
## 255 female 29.00 1 1 347054 104.625 G6
## 256 male 62.00 0 0 113514 26.55 C87
## 257 male 30.00 1 0 A/5. 3336 16.1
## 258 female 41.00 0 2 370129 202.125
## 259 female 29.00 0 2 2650 152.458
## 260 female NA 0 0 PC 17585 79.2
## 261 female 30.00 0 0 110152 86.5 B77
## 262 female 35.00 0 0 PC 17755 5.123.292
## 263 female 50.00 0 1 230433 26
## 264 male NA 0 0 384461 7.75
## 265 male 3.00 4 2 347077 313.875
## 266 male 52.00 1 1 110413 79.65 E67
## 267 male 40.00 0 0 112059 0 B94
## 268 female NA 0 0 382649 7.75
## 269 male 36.00 0 0 C.A. 17248 10.5
## 270 male 16.00 4 1 3101295 396.875
## 271 male 25.00 1 0 347083 7.775
## 272 female 58.00 0 1 PC 17582 1.534.625 C125
## 273 female 35.00 0 0 PC 17760 1.356.333 C99
## 274 male NA 0 0 113798 31
## 275 male 25.00 0 0 LINE 0
## 276 female 41.00 0 1 250644 19.5
## 277 male 37.00 0 1 PC 17596 29.7 C118
## 278 female NA 0 0 370375 7.75
## 279 female 63.00 1 0 13502 779.583 D7
## 280 female 45.00 0 0 347073 7.75
## 281 male NA 0 0 239853 0
## 282 male 7.00 4 1 382652 29.125
## 283 female 35.00 1 1 C.A. 2673 20.25
## 284 male 65.00 0 0 336439 7.75
## 285 male 28.00 0 0 347464 78.542
## 286 male 16.00 0 0 345778 9.5
## 287 male 19.00 0 0 A/5. 10482 8.05
## 288 male NA 0 0 113056 26 A19
## 289 male 33.00 0 0 349239 86.625
## 290 male 30.00 0 0 345774 9.5
## 291 male 22.00 0 0 349206 78.958
## 292 male 42.00 0 0 237798 13
## 293 female 22.00 0 0 370373 7.75
## 294 female 26.00 0 0 19877 78.85
## 295 female 19.00 1 0 11967 910.792 B49
## 296 male 36.00 0 0 SC/Paris 2163 12.875 D
## 297 female 24.00 0 0 349236 8.85
## 298 male 24.00 0 0 349233 78.958
## 299 male NA 0 0 PC 17612 277.208
## 300 male 23.50 0 0 2693 72.292
## 301 female 2.00 1 2 113781 151.55 C22 C26
## 302 male NA 0 0 19988 30.5 C106
## 303 female 50.00 0 1 PC 17558 2.475.208 B58 B60
## 304 female NA 0 0 9234 7.75
## 305 male NA 2 0 367226 23.25
## 306 male 19.00 0 0 LINE 0
## 307 female NA 0 0 226593 12.35 E101
## 308 male NA 0 0 A/5 2466 8.05
## 309 male 0.92 1 2 113781 151.55 C22 C26
## 310 female NA 0 0 17421 1.108.833
## 311 female 17.00 1 0 PC 17758 108.9 C65
## 312 male 30.00 1 0 P/PP 3381 24
## 313 female 30.00 0 0 PC 17485 569.292 E36
## 314 female 24.00 0 0 11767 831.583 C54
## 315 female 18.00 2 2 PC 17608 262.375 B57 B59 B63 B66
## 316 female 26.00 1 1 250651 26
## 317 male 28.00 0 0 349243 78.958
## 318 male 43.00 1 1 F.C.C. 13529 26.25
## 319 female 26.00 0 0 347470 78.542
## 320 female 24.00 1 0 244367 26
## 321 male 54.00 0 0 29011 14
## 322 female 31.00 0 2 36928 1.648.667 C7
## 323 female 40.00 1 1 16966 134.5 E34
## 324 male 22.00 0 0 A/5 21172 7.25
## 325 male 27.00 0 0 349219 78.958
## 326 female 30.00 0 0 234818 12.35
## 327 female 22.00 1 1 248738 29
## 328 male NA 8 2 CA. 2343 69.55
## 329 female 36.00 0 0 PC 17760 1.356.333 C32
## 330 male 61.00 0 0 345364 62.375
## 331 female 36.00 0 0 28551 13 D
## 332 female 31.00 1 1 363291 20.525
## 333 female 16.00 0 1 111361 579.792 B18
## 334 female NA 2 0 367226 23.25
## 335 male 45.50 0 0 113043 28.5 C124
## 336 male 38.00 0 1 PC 17582 1.534.625 C91
## 337 male 16.00 2 0 345764 18
## 338 female NA 1 0 PC 17611 133.65
## 339 male NA 0 0 349225 78.958
## 340 male 29.00 1 0 113776 66.6 C2
## 341 female 41.00 0 0 16966 134.5 E40
## 342 male 45.00 0 0 7598 8.05
## 343 male 45.00 0 0 113784 35.5 T
## 344 male 2.00 1 1 230080 26 F2
## 345 female 24.00 3 2 19950 263 C23 C25 C27
## 346 male 28.00 0 0 248740 13
## 347 male 25.00 0 0 244361 13
## 348 male 36.00 0 0 229236 13
## 349 female 24.00 0 0 248733 13 F33
## 350 female 40.00 0 0 31418 13
## 351 female NA 1 0 386525 16.1
## 352 male 3.00 1 1 C.A. 37671 15.9
## 353 male 42.00 0 0 315088 86.625
## 354 male 23.00 0 0 7267 9.225
## 355 male NA 0 0 113510 35 C128
## 356 male 15.00 1 1 2695 72.292
## 357 male 25.00 1 0 349237 17.8
## 358 male NA 0 0 2647 7.225
## 359 male 28.00 0 0 345783 9.5
## 360 female 22.00 0 1 113505 55 E33
## 361 female 38.00 0 0 237671 13
## 362 female NA 0 0 330931 78.792
## 363 female NA 0 0 330980 78.792
## 364 male 40.00 1 4 347088 27.9
## 365 male 29.00 1 0 SC/PARIS 2167 277.208
## 366 female 45.00 0 1 2691 144.542
## 367 male 35.00 0 0 SOTON/O.Q. 3101310 7.05
## 368 male NA 1 0 370365 15.5
## 369 male 30.00 0 0 C 7076 7.25
## 370 female 60.00 1 0 110813 75.25 D37
## 371 female NA 0 0 2626 72.292
## 372 female NA 0 0 14313 7.75
## 373 female 24.00 0 0 PC 17477 69.3 B35
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## 375 male 18.00 1 0 3101267 64.958
## 376 male 19.00 0 0 323951 8.05
## 377 male 22.00 0 0 PC 17760 1.356.333
## 378 female 3.00 3 1 349909 21.075
## 379 female NA 1 0 PC 17604 821.708
## 380 female 22.00 0 0 C 7077 7.25
## 381 male 27.00 0 2 113503 211.5 C82
## 382 male 20.00 0 0 2648 40.125
## 383 male 19.00 0 0 347069 7.775
## 384 female 42.00 0 0 PC 17757 227.525
## 385 male NA 0 0 2631 7.225
## 386 female 1.00 0 2 2653 157.417
## 387 male 32.00 0 0 STON/O 2. 3101293 7.925
## 388 female 35.00 1 0 113789 52
## 389 male NA 0 0 349227 78.958
## 390 male 18.00 0 0 S.O.C. 14879 73.5
## 391 male 1.00 5 2 CA 2144 46.9
## 392 female 36.00 0 0 27849 13
## 393 male NA 0 0 367655 77.292
## 394 female 17.00 0 0 SC 1748 12
## 395 male 36.00 1 2 113760 120 B96 B98
## 396 male 21.00 0 0 350034 77.958
## 397 male 28.00 2 0 3101277 7.925
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## 399 female 24.00 0 2 PP 9549 16.7 G6
## 400 male 22.00 0 0 350052 77.958
## 401 female 31.00 0 0 350407 78.542
## 402 male 46.00 0 0 28403 26
## 403 male 23.00 0 0 244278 10.5
## 404 female 28.00 0 0 240929 12.65
## 405 male 39.00 0 0 STON/O 2. 3101289 7.925
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## 407 female 21.00 1 0 4137 9.825
## 408 male 28.00 1 0 STON/O2. 3101279 15.85
## 409 female 20.00 0 0 315096 86.625
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## 411 male 51.00 0 0 347064 7.75
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## 413 male 21.00 0 0 312992 7.775
## 414 female NA 3 1 4133 254.667
## 415 male NA 0 0 349222 78.958
## 416 male NA 0 0 394140 68.583
## 417 female 33.00 1 0 19928 90 C78
## 418 male NA 0 0 239853 0
## 419 male 44.00 0 0 STON/O 2. 3101269 7.925
## 420 female NA 0 0 343095 8.05
## 421 female 34.00 1 1 28220 32.5
## 422 female 18.00 0 2 250652 13
## 423 male 30.00 0 0 28228 13
## 424 female 10.00 0 2 345773 24.15
## 425 male NA 0 0 349254 78.958
## 426 male 21.00 0 0 A/5. 13032 77.333
## 427 male 29.00 0 0 315082 7.875
## 428 female 28.00 1 1 347080 14.4
## 429 male 18.00 1 1 370129 202.125
## 430 male NA 0 0 A/4. 34244 7.25
## 431 female 28.00 1 0 2003 26
## 432 female 19.00 0 0 250655 26
## 433 male NA 0 0 364851 7.75
## 434 male 32.00 0 0 SOTON/O.Q. 392078 8.05 E10
## 435 male 28.00 0 0 110564 26.55 C52
## 436 female NA 1 0 376564 16.1
## 437 female 42.00 1 0 SC/AH 3085 26
## 438 male 17.00 0 0 STON/O 2. 3101274 7.125
## 439 male 50.00 1 0 13507 55.9 E44
## 440 female 14.00 1 2 113760 120 B96 B98
## 441 female 21.00 2 2 W./C. 6608 34.375
## 442 female 24.00 2 3 29106 18.75
## 443 male 64.00 1 4 19950 263 C23 C25 C27
## 444 male 31.00 0 0 C.A. 18723 10.5
## 445 female 45.00 1 1 F.C.C. 13529 26.25
## 446 male 20.00 0 0 345769 9.5
## 447 male 25.00 1 0 347076 7.775
## 448 female 28.00 0 0 230434 13
## 449 male NA 0 0 65306 81.125
## 450 male 4.00 0 2 33638 818.583 A34
## 451 female 13.00 0 1 250644 19.5
## 452 male 34.00 0 0 113794 26.55
## 453 female 5.00 2 1 2666 192.583
## 454 male 52.00 0 0 113786 30.5 C104
## 455 male 36.00 1 2 C.A. 34651 27.75
## 456 male NA 1 0 65303 199.667
## 457 male 30.00 0 0 113051 27.75 C111
## 458 male 49.00 1 0 17453 891.042 C92
## 459 male NA 0 0 A/5 2817 8.05
## 460 male 29.00 0 0 349240 78.958
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## 462 female NA 1 0 17464 518.625 D21
## 463 female 50.00 0 0 F.C.C. 13531 10.5
## 464 male NA 0 0 371060 7.75
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## 466 male 34.00 0 0 364506 8.05
## 467 male 47.00 0 0 111320 38.5 E63
## 468 male 48.00 0 0 234360 13
## 469 male NA 0 0 A/S 2816 8.05
## 470 male 38.00 0 0 SOTON/O.Q. 3101306 7.05
## 471 male NA 0 0 239853 0
## 472 male 56.00 0 0 113792 26.55
## 473 male NA 0 0 36209 7.725
## 474 female 0.75 2 1 2666 192.583
## 475 male NA 0 0 323592 7.25
## 476 male 38.00 0 0 315089 86.625
## 477 female 33.00 1 2 C.A. 34651 27.75
## 478 female 23.00 0 0 SC/AH Basle 541 137.917 D
## 479 female 22.00 0 0 7553 98.375
## 480 male NA 0 0 110465 52 A14
## 481 male 34.00 1 0 31027 21
## 482 male 29.00 1 0 3460 70.458
## 483 male 22.00 0 0 350060 75.208
## 484 female 2.00 0 1 3101298 122.875
## 485 male 9.00 5 2 CA 2144 46.9
## 486 male NA 0 0 239854 0
## 487 male 50.00 0 0 A/5 3594 8.05
## 488 female 63.00 0 0 4134 95.875
## 489 male 25.00 1 0 11967 910.792 B49
## 490 female NA 3 1 4133 254.667
## 491 female 35.00 1 0 19943 90 C93
## 492 male 58.00 0 0 11771 29.7 B37
## 493 male 30.00 0 0 A.5. 18509 8.05
## 494 male 9.00 1 1 C.A. 37671 15.9
## 495 male NA 1 0 65304 199.667
## 496 male 21.00 0 0 SOTON/OQ 3101317 7.25
## 497 male 55.00 0 0 113787 30.5 C30
## 498 male 71.00 0 0 PC 17609 495.042
## 499 male 21.00 0 0 A/4 45380 8.05
## 500 male NA 0 0 2627 144.583
## 501 female 54.00 1 0 36947 782.667 D20
## 502 male NA 0 0 C.A. 6212 15.1
## 503 female 25.00 1 2 113781 151.55 C22 C26
## 504 male 24.00 0 0 350035 77.958
## 505 male 17.00 0 0 315086 86.625
## 506 female 21.00 0 0 364846 7.75
## 507 female NA 0 0 330909 76.292
## 508 female 37.00 0 0 4135 95.875
## 509 female 16.00 0 0 110152 86.5 B79
## 510 male 18.00 1 0 PC 17758 108.9 C65
## 511 female 33.00 0 2 26360 26
## 512 male NA 0 0 111427 26.55
## 513 male 28.00 0 0 C 4001 22.525
## 514 male 26.00 0 0 1601 564.958
## 515 male 29.00 0 0 382651 7.75
## 516 male NA 0 0 SOTON/OQ 3101316 8.05
## 517 male 36.00 0 0 PC 17473 262.875 E25
## 518 female 54.00 1 0 PC 17603 59.4
## 519 male 24.00 0 0 349209 74.958
## 520 male 47.00 0 0 36967 340.208 D46
## 521 female 34.00 0 0 C.A. 34260 10.5 F33
## 522 male NA 0 0 371110 24.15
## 523 female 36.00 1 0 226875 26
## 524 male 32.00 0 0 349242 78.958
## 525 female 30.00 0 0 12749 93.5 B73
## 526 male 22.00 0 0 349252 78.958
## 527 male NA 0 0 2624 7.225
## 528 female 44.00 0 1 111361 579.792 B18
## 529 male NA 0 0 2700 72.292
## 530 male 40.50 0 0 367232 7.75
## 531 female 50.00 0 0 W./C. 14258 10.5
## 532 male NA 0 0 PC 17483 2.217.792 C95
## 533 male 39.00 0 0 3101296 7.925
## 534 male 23.00 2 1 29104 11.5
## 535 female 2.00 1 1 26360 26
## 536 male NA 0 0 2641 72.292
## 537 male 17.00 1 1 2690 72.292
## 538 female NA 0 2 2668 223.583
## 539 female 30.00 0 0 315084 86.625
## 540 female 7.00 0 2 F.C.C. 13529 26.25
## 541 male 45.00 0 0 113050 26.55 B38
## 542 female 30.00 0 0 PC 17761 106.425
## 543 male NA 0 0 364498 14.5
## 544 female 22.00 0 2 13568 49.5 B39
## 545 female 36.00 0 2 WE/P 5735 71 B22
## 546 female 9.00 4 2 347082 31.275
## 547 female 11.00 4 2 347082 31.275
## 548 male 32.00 1 0 2908 26
## 549 male 50.00 1 0 PC 17761 106.425 C86
## 550 male 64.00 0 0 693 26
## 551 female 19.00 1 0 2908 26
## 552 male NA 0 0 SC/PARIS 2146 138.625
## 553 male 33.00 1 1 363291 20.525
## 554 male 8.00 1 1 C.A. 33112 36.75
## 555 male 17.00 0 2 17421 1.108.833 C70
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## 557 male NA 0 0 330979 78.292
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## 559 female 22.00 0 0 347085 7.775
## 560 male 62.00 0 0 113807 26.55
## 561 female 48.00 1 0 11755 39.6 A16
## 562 male NA 0 0 PC 17757 227.525
## 563 female 39.00 1 1 110413 79.65 E67
## 564 female 36.00 1 0 345572 17.4
## 565 male NA 0 0 372622 7.75
## 566 male 40.00 0 0 349251 78.958
## 567 male 28.00 0 0 218629 13.5
## 568 male NA 0 0 SOTON/OQ 392082 8.05
## 569 female NA 0 0 SOTON/O.Q. 392087 8.05
## 570 male 24.00 2 0 A/4 48871 24.15
## 571 male 19.00 0 0 349205 78.958
## 572 female 29.00 0 4 349909 21.075
## 573 male NA 0 0 2686 72.292
## 574 male 32.00 0 0 350417 78.542
## 575 male 62.00 0 0 S.W./PP 752 10.5
## 576 female 53.00 2 0 11769 514.792 C101
## 577 male 36.00 0 0 PC 17474 263.875 E25
## 578 female NA 0 0 14312 7.75
## 579 male 16.00 0 0 A/4. 20589 8.05
## 580 male 19.00 0 0 358585 14.5
## 581 female 34.00 0 0 243880 13
## 582 female 39.00 1 0 13507 55.9 E44
## 583 female NA 1 0 2689 144.583
## 584 male 32.00 0 0 STON/O 2. 3101286 7.925
## 585 female 25.00 1 1 237789 30
## 586 female 39.00 1 1 17421 1.108.833 C68
## 587 male 54.00 0 0 28403 26
## 588 male 36.00 0 0 13049 40.125 A10
## 589 male NA 0 0 3411 87.125
## 590 female 18.00 0 2 110413 79.65 E68
## 591 male 47.00 0 0 237565 15
## 592 male 60.00 1 1 13567 79.2 B41
## 593 male 22.00 0 0 14973 8.05
## 594 male NA 0 0 A./5. 3235 8.05
## 595 male 35.00 0 0 STON/O 2. 3101273 7.125
## 596 female 52.00 1 0 36947 782.667 D20
## 597 male 47.00 0 0 A/5 3902 7.25
## 598 female NA 0 2 364848 7.75
## 599 male 37.00 1 0 SC/AH 29037 26
## 600 male 36.00 1 1 345773 24.15
## 601 female NA 0 0 248727 33
## 602 male 49.00 0 0 LINE 0
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## 604 male 49.00 1 0 PC 17485 569.292 A20
## 605 female 24.00 2 1 243847 27
## 606 male NA 0 0 349214 78.958
## 607 male NA 0 0 113796 42.4
## 608 male 44.00 0 0 364511 8.05
## 609 male 35.00 0 0 111426 26.55
## 610 male 36.00 1 0 349910 15.55
## 611 male 30.00 0 0 349246 78.958
## 612 male 27.00 0 0 113804 30.5
## 613 female 22.00 1 2 SC/Paris 2123 415.792
## 614 female 40.00 0 0 PC 17582 1.534.625 C125
## 615 female 39.00 1 5 347082 31.275
## 616 male NA 0 0 SOTON/O.Q. 3101305 7.05
## 617 female NA 1 0 367230 15.5
## 618 male NA 0 0 370377 7.75
## 619 male 35.00 0 0 364512 8.05
## 620 female 24.00 1 2 220845 65
## 621 male 34.00 1 1 347080 14.4
## 622 female 26.00 1 0 A/5. 3336 16.1
## 623 female 4.00 2 1 230136 39 F4
## 624 male 26.00 0 0 31028 10.5
## 625 male 27.00 1 0 2659 144.542
## 626 male 42.00 1 0 11753 525.542 D19
## 627 male 20.00 1 1 2653 157.417
## 628 male 21.00 0 0 350029 78.542
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## 630 male 61.00 0 0 36963 323.208 D50
## 631 male 57.00 0 0 219533 12.35
## 632 female 21.00 0 0 13502 779.583 D9
## 633 male 26.00 0 0 349224 78.958
## 634 male NA 0 0 334912 77.333
## 635 male 80.00 0 0 27042 30 A23
## 636 male 51.00 0 0 347743 70.542
## 637 male 32.00 0 0 13214 30.5 B50
## 638 male NA 0 0 112052 0
## 639 female 9.00 3 2 347088 27.9
## 640 female 28.00 0 0 237668 13
## 641 male 32.00 0 0 STON/O 2. 3101292 7.925
## 642 male 31.00 1 1 C.A. 31921 26.25
## 643 female 41.00 0 5 3101295 396.875
## 644 male NA 1 0 376564 16.1
## 645 male 20.00 0 0 350050 78.542
## 646 female 24.00 0 0 PC 17477 69.3 B35
## 647 female 2.00 3 2 347088 27.9
## 648 male NA 0 0 1601 564.958
## 649 female 0.75 2 1 2666 192.583
## 650 male 48.00 1 0 PC 17572 767.292 D33
## 651 male 19.00 0 0 349231 78.958
## 652 male 56.00 0 0 13213 35.5 A26
## 653 male NA 0 0 S.O./P.P. 751 7.55
## 654 female 23.00 0 0 CA. 2314 7.55
## 655 male NA 0 0 349221 78.958
## 656 female 18.00 0 1 231919 23
## 657 male 21.00 0 0 8475 84.333
## 658 female NA 0 0 330919 78.292
## 659 female 18.00 0 0 365226 6.75
## 660 male 24.00 2 0 S.O.C. 14879 73.5
## 661 male NA 0 0 349223 78.958
## 662 female 32.00 1 1 364849 15.5
## 663 male 23.00 0 0 29751 13
## 664 male 58.00 0 2 35273 113.275 D48
## 665 male 50.00 2 0 PC 17611 133.65
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## 667 male 47.00 0 0 5727 255.875 E58
## 668 male 36.00 0 0 349210 74.958
## 669 male 20.00 1 0 STON/O 2. 3101285 7.925
## 670 male 32.00 2 0 S.O.C. 14879 73.5
## 671 male 25.00 0 0 234686 13
## 672 male NA 0 0 312993 7.775
## 673 male 43.00 0 0 A/5 3536 8.05
## 674 female NA 1 0 19996 52 C126
## 675 female 40.00 1 1 29750 39
## 676 male 31.00 1 0 F.C. 12750 52 B71
## 677 male 70.00 0 0 C.A. 24580 10.5
## 678 male 31.00 0 0 244270 13
## 679 male NA 0 0 239856 0
## 680 male 18.00 0 0 349912 7.775
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## 682 female 18.00 0 0 4138 98.417
## 683 female 43.00 1 6 CA 2144 46.9
## 684 male 36.00 0 1 PC 17755 5.123.292 B51 B53 B55
## 685 female NA 0 0 330935 81.375
## 686 male 27.00 0 0 PC 17572 767.292 D49
## 687 male 20.00 0 0 6563 9.225
## 688 male 14.00 5 2 CA 2144 46.9
## 689 male 60.00 1 1 29750 39
## 690 male 25.00 1 2 SC/Paris 2123 415.792
## 691 male 14.00 4 1 3101295 396.875
## 692 male 19.00 0 0 349228 101.708
## 693 male 18.00 0 0 350036 77.958
## 694 female 15.00 0 1 24160 2.113.375 B5
## 695 male 31.00 1 0 17474 57 B20
## 696 female 4.00 0 1 349256 134.167
## 697 male NA 0 0 1601 564.958
## 698 male 25.00 0 0 2672 7.225
## 699 male 60.00 0 0 113800 26.55
## 700 male 52.00 0 0 248731 13.5
## 701 male 44.00 0 0 363592 8.05
## 702 female NA 0 0 35852 77.333
## 703 male 49.00 1 1 17421 1.108.833 C68
## 704 male 42.00 0 0 348121 7.65 F G63
## 705 female 18.00 1 0 PC 17757 227.525 C62 C64
## 706 male 35.00 0 0 PC 17475 262.875 E24
## 707 female 18.00 0 1 2691 144.542
## 708 male 25.00 0 0 36864 77.417
## 709 male 26.00 1 0 350025 78.542
## 710 male 39.00 0 0 250655 26
## 711 female 45.00 0 0 223596 13.5
## 712 male 42.00 0 0 PC 17476 262.875 E24
## 713 female 22.00 0 0 113781 151.55
## 714 male NA 1 1 2661 152.458
## 715 female 24.00 0 0 PC 17482 495.042 C90
## 716 male NA 0 0 113028 26.55 C124
## 717 male 48.00 1 0 19996 52 C126
## 718 male 29.00 0 0 7545 94.833
## 719 male 52.00 0 0 250647 13
## 720 male 19.00 0 0 348124 7.65 F G73
## 721 female 38.00 0 0 PC 17757 227.525 C45
## 722 female 27.00 0 0 34218 10.5 E101
## 723 male NA 0 0 36568 15.5
## 724 male 33.00 0 0 347062 7.775
## 725 female 6.00 0 1 248727 33
## 726 male 17.00 1 0 350048 70.542
## 727 male 34.00 0 0 12233 13
## 728 male 50.00 0 0 250643 13
## 729 male 27.00 1 0 113806 53.1 E8
## 730 male 20.00 0 0 315094 86.625
## 731 female 30.00 3 0 31027 21
## 732 female NA 0 0 36866 77.375
## 733 male 25.00 1 0 236853 26
## 734 female 25.00 1 0 STON/O2. 3101271 7.925
## 735 female 29.00 0 0 24160 2.113.375 B5
## 736 male 11.00 0 0 2699 187.875
## 737 male NA 0 0 239855 0
## 738 male 23.00 0 0 28425 13
## 739 male 23.00 0 0 233639 13
## 740 male 28.50 0 0 54636 16.1
## 741 female 48.00 1 3 W./C. 6608 34.375
## 742 male 35.00 0 0 PC 17755 5.123.292 B101
## 743 male NA 0 0 349201 78.958
## 744 male NA 0 0 349218 78.958
## 745 male NA 0 0 16988 30 D45
## 746 male 36.00 1 0 19877 78.85 C46
## 747 female 21.00 2 2 PC 17608 262.375 B57 B59 B63 B66
## 748 male 24.00 1 0 376566 16.1
## 749 male 31.00 0 0 STON/O 2. 3101288 7.925
## 750 male 70.00 1 1 WE/P 5735 71 B22
## 751 male 16.00 1 1 C.A. 2673 20.25
## 752 female 30.00 0 0 250648 13
## 753 male 19.00 1 0 113773 53.1 D30
## 754 male 31.00 0 0 335097 7.75
## 755 female 4.00 1 1 29103 23
## 756 male 6.00 0 1 392096 12.475 E121
## 757 male 33.00 0 0 345780 9.5
## 758 male 23.00 0 0 349204 78.958
## 759 female 48.00 1 2 220845 65
## 760 male 0.67 1 1 250649 14.5
## 761 male 28.00 0 0 350042 77.958
## 762 male 18.00 0 0 29108 11.5
## 763 male 34.00 0 0 363294 8.05
## 764 female 33.00 0 0 110152 86.5 B77
## 765 male NA 0 0 358585 14.5
## 766 male 41.00 0 0 SOTON/O2 3101272 7.125
## 767 male 20.00 0 0 2663 72.292
## 768 female 36.00 1 2 113760 120 B96 B98
## 769 male 16.00 0 0 347074 7.775
## 770 female 51.00 1 0 13502 779.583 D11
## 771 male NA 0 0 112379 39.6
## 772 female 30.50 0 0 364850 7.75
## 773 male NA 1 0 371110 24.15
## 774 male 32.00 0 0 8471 83.625
## 775 male 24.00 0 0 345781 9.5
## 776 male 48.00 0 0 350047 78.542
## 777 female 57.00 0 0 S.O./P.P. 3 10.5 E77
## 778 male NA 0 0 2674 7.225
## 779 female 54.00 1 3 29105 23
## 780 male 18.00 0 0 347078 7.75
## 781 male NA 0 0 383121 7.75 F38
## 782 female 5.00 0 0 364516 12.475
## 783 male NA 0 0 36865 77.375
## 784 female 43.00 0 1 24160 2.113.375 B3
## 785 female 13.00 0 0 2687 72.292
## 786 female 17.00 1 0 17474 57 B20
## 787 male 29.00 0 0 113501 30 D6
## 788 male NA 1 2 W./C. 6607 23.45
## 789 male 25.00 0 0 SOTON/O.Q. 3101312 7.05
## 790 male 25.00 0 0 374887 7.25
## 791 female 18.00 0 0 3101265 74.958
## 792 male 8.00 4 1 382652 29.125
## 793 male 1.00 1 2 C.A. 2315 20.575
## 794 male 46.00 0 0 PC 17593 79.2 B82 B84
## 795 male NA 0 0 12460 7.75
## 796 male 16.00 0 0 239865 26
## 797 female NA 8 2 CA. 2343 69.55
## 798 male NA 0 0 PC 17600 306.958
## 799 male 25.00 0 0 349203 78.958
## 800 male 39.00 0 0 28213 13
## 801 female 49.00 0 0 17465 259.292 D17
## 802 female 31.00 0 0 349244 86.833
## 803 male 30.00 0 0 2685 72.292
## 804 female 30.00 1 1 345773 24.15
## 805 male 34.00 0 0 250647 13
## 806 female 31.00 1 1 C.A. 31921 26.25
## 807 male 11.00 1 2 113760 120 B96 B98
## 808 male 0.42 0 1 2625 85.167
## 809 male 27.00 0 0 347089 6.975
## 810 male 31.00 0 0 347063 7.775
## 811 male 39.00 0 0 112050 0 A36
## 812 female 18.00 0 0 347087 7.775
## 813 male 39.00 0 0 248723 13
## 814 female 33.00 1 0 113806 53.1 E8
## 815 male 26.00 0 0 3474 78.875
## 816 male 39.00 0 0 A/4 48871 24.15
## 817 male 35.00 0 0 28206 10.5
## 818 female 6.00 4 2 347082 31.275
## 819 male 30.50 0 0 364499 8.05
## 820 male NA 0 0 112058 0 B102
## 821 female 23.00 0 0 STON/O2. 3101290 7.925
## 822 male 31.00 1 1 S.C./PARIS 2079 370.042
## 823 male 43.00 0 0 C 7075 6.45
## 824 male 10.00 3 2 347088 27.9
## 825 female 52.00 1 1 12749 93.5 B69
## 826 male 27.00 0 0 315098 86.625
## 827 male 38.00 0 0 19972 0
## 828 female 27.00 0 1 392096 12.475 E121
## 829 male 2.00 4 1 3101295 396.875
## 830 male NA 0 0 368323 6.95
## 831 male NA 0 0 1601 564.958
## 832 male 1.00 0 2 S.C./PARIS 2079 370.042
## 833 male NA 0 0 367228 7.75
## 834 female 62.00 0 0 113572 80 B28
## 835 female 15.00 1 0 2659 144.542
## 836 male 0.83 1 1 29106 18.75
## 837 male NA 0 0 2671 72.292
## 838 male 23.00 0 0 347468 78.542
## 839 male 18.00 0 0 2223 8.3
## 840 female 39.00 1 1 PC 17756 831.583 E49
## 841 male 21.00 0 0 315097 86.625
## 842 male NA 0 0 392092 8.05
## 843 male 32.00 0 0 1601 564.958
## 844 male NA 0 0 11774 29.7 C47
## 845 male 20.00 0 0 SOTON/O2 3101287 7.925
## 846 male 16.00 0 0 S.O./P.P. 3 10.5
## 847 female 30.00 0 0 113798 31
## 848 male 34.50 0 0 2683 64.375
## 849 male 17.00 0 0 315090 86.625
## 850 male 42.00 0 0 C.A. 5547 7.55
## 851 male NA 8 2 CA. 2343 69.55
## 852 male 35.00 0 0 349213 78.958
## 853 male 28.00 0 1 248727 33
## 854 female NA 1 0 17453 891.042 C92
## 855 male 4.00 4 2 347082 31.275
## 856 male 74.00 0 0 347060 7.775
## 857 female 9.00 1 1 2678 152.458
## 858 female 16.00 0 1 PC 17592 39.4 D28
## 859 female 44.00 1 0 244252 26
## 860 female 18.00 0 1 392091 9.35
## 861 female 45.00 1 1 36928 1.648.667
## 862 male 51.00 0 0 113055 26.55 E17
## 863 female 24.00 0 3 2666 192.583
## 864 male NA 0 0 2629 72.292
## 865 male 41.00 2 0 350026 141.083
## 866 male 21.00 1 0 28134 11.5
## 867 female 48.00 0 0 17466 259.292 D17
## 868 female NA 8 2 CA. 2343 69.55
## 869 male 24.00 0 0 233866 13
## 870 female 42.00 0 0 236852 13
## 871 female 27.00 1 0 SC/PARIS 2149 138.583
## 872 male 31.00 0 0 PC 17590 504.958 A24
## 873 male NA 0 0 345777 9.5
## 874 male 4.00 1 1 347742 111.333
## 875 male 26.00 0 0 349248 78.958
## 876 female 47.00 1 1 11751 525.542 D35
## 877 male 33.00 0 0 695 5 B51 B53 B55
## 878 male 47.00 0 0 345765 9
## 879 female 28.00 1 0 P/PP 3381 24
## 880 female 15.00 0 0 2667 7.225
## 881 male 20.00 0 0 7534 98.458
## 882 male 19.00 0 0 349212 78.958
## 883 male NA 0 0 349217 78.958
## 884 female 56.00 0 1 11767 831.583 C50
## 885 female 25.00 0 1 230433 26
## 886 male 33.00 0 0 349257 78.958
## 887 female 22.00 0 0 7552 105.167
## 888 male 28.00 0 0 C.A./SOTON 34068 10.5
## 889 male 25.00 0 0 SOTON/OQ 392076 7.05
## 890 female 39.00 0 5 382652 29.125
## 891 male 27.00 0 0 211536 13
## 892 female 19.00 0 0 112053 30 B42
## 893 female NA 1 2 W./C. 6607 23.45
## 894 male 26.00 0 0 111369 30 C148
## 895 male 32.00 0 0 370376 7.75
## Embarked
## 1 S
## 2 C
## 3 S
## 4 S
## 5 S
## 6 Q
## 7 S
## 8 S
## 9 S
## 10 C
## 11 S
## 12 S
## 13 S
## 14 S
## 15 S
## 16 S
## 17 Q
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## 19 S
## 20 C
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## 23 Q
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## 27 C
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## 90 C
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## 100 S
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## 120 S
## 121 C
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## 124 S
## 125 C
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## 128 C
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## 133 C
## 134 C
## 135 S
## 136 S
## 137 S
## 138 S
## 139 C
## 140 S
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## 142 S
## 143 C
## 144 C
## 145 S
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## 149 S
## 150 S
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## 152 S
## 153 S
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## 155 S
## 156 S
## 157 S
## 158 S
## 159 C
## 160 Q
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## 163 S
## 164 S
## 165 S
## 166 S
## 167 S
## 168 S
## 169 S
## 170 S
## 171 S
## 172 S
## 173 S
## 174 S
## 175 Q
## 176 S
## 177 S
## 178 C
## 179 S
## 180 S
## 181 C
## 182 S
## 183 S
## 184 S
## 185 C
## 186 S
## 187 S
## 188 S
## 189 S
## 190 Q
## 191 S
## 192 Q
## 193 S
## 194 S
## 195 S
## 196 S
## 197 S
## 198 C
## 199 C
## 200 Q
## 201 S
## 202 Q
## 203 S
## 204 S
## 205 S
## 206 S
## 207 C
## 208 S
## 209 S
## 210 S
## 211 C
## 212 Q
## 213 C
## 214 S
## 215 S
## 216 S
## 217 S
## 218 Q
## 219 C
## 220 S
## 221 S
## 222 C
## 223 S
## 224 S
## 225 S
## 226 S
## 227 S
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## 229 S
## 230 S
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## 232 S
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## 234 S
## 235 S
## 236 S
## 237 S
## 238 S
## 239 S
## 240 S
## 241 S
## 242 S
## 243 S
## 244 C
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## 250 S
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## 254 S
## 255 S
## 256 S
## 257 S
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## 259 C
## 260 C
## 261 S
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## 295 C
## 296 C
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## 300 C
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## 310 C
## 311 C
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## 313 C
## 314 C
## 315 C
## 316 S
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## 329 C
## 330 S
## 331 S
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## 333 C
## 334 Q
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## 336 S
## 337 S
## 338 S
## 339 S
## 340 S
## 341 C
## 342 S
## 343 S
## 344 S
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## 346 S
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## 350 S
## 351 S
## 352 S
## 353 S
## 354 S
## 355 S
## 356 C
## 357 S
## 358 C
## 359 S
## 360 S
## 361 S
## 362 Q
## 363 Q
## 364 S
## 365 C
## 366 C
## 367 S
## 368 Q
## 369 S
## 370 C
## 371 C
## 372 Q
## 373 C
## 374 C
## 375 S
## 376 S
## 377 C
## 378 S
## 379 C
## 380 S
## 381 C
## 382 C
## 383 S
## 384 C
## 385 C
## 386 C
## 387 S
## 388 S
## 389 S
## 390 S
## 391 S
## 392 S
## 393 Q
## 394 C
## 395 S
## 396 S
## 397 S
## 398 C
## 399 S
## 400 S
## 401 S
## 402 S
## 403 S
## 404 S
## 405 S
## 406 S
## 407 S
## 408 S
## 409 S
## 410 S
## 411 S
## 412 S
## 413 S
## 414 S
## 415 S
## 416 Q
## 417 Q
## 418 S
## 419 S
## 420 S
## 421 S
## 422 S
## 423 S
## 424 S
## 425 C
## 426 Q
## 427 S
## 428 S
## 429 S
## 430 S
## 431 S
## 432 S
## 433 Q
## 434 S
## 435 S
## 436 S
## 437 S
## 438 S
## 439 S
## 440 S
## 441 S
## 442 S
## 443 S
## 444 S
## 445 S
## 446 S
## 447 S
## 448 S
## 449 S
## 450 S
## 451 S
## 452 S
## 453 C
## 454 S
## 455 S
## 456 S
## 457 C
## 458 C
## 459 S
## 460 C
## 461 S
## 462 S
## 463 S
## 464 Q
## 465 S
## 466 S
## 467 S
## 468 S
## 469 S
## 470 S
## 471 S
## 472 S
## 473 Q
## 474 C
## 475 S
## 476 S
## 477 S
## 478 C
## 479 S
## 480 S
## 481 S
## 482 S
## 483 S
## 484 S
## 485 S
## 486 S
## 487 S
## 488 S
## 489 C
## 490 S
## 491 S
## 492 C
## 493 S
## 494 S
## 495 S
## 496 S
## 497 S
## 498 C
## 499 S
## 500 C
## 501 C
## 502 S
## 503 S
## 504 S
## 505 S
## 506 Q
## 507 Q
## 508 S
## 509 S
## 510 C
## 511 S
## 512 S
## 513 S
## 514 S
## 515 Q
## 516 S
## 517 S
## 518 C
## 519 S
## 520 S
## 521 S
## 522 Q
## 523 S
## 524 S
## 525 S
## 526 S
## 527 C
## 528 C
## 529 C
## 530 Q
## 531 S
## 532 S
## 533 S
## 534 S
## 535 S
## 536 C
## 537 C
## 538 C
## 539 S
## 540 S
## 541 S
## 542 C
## 543 S
## 544 C
## 545 S
## 546 S
## 547 S
## 548 S
## 549 C
## 550 S
## 551 S
## 552 C
## 553 S
## 554 S
## 555 C
## 556 S
## 557 Q
## 558 C
## 559 S
## 560 S
## 561 C
## 562 C
## 563 S
## 564 S
## 565 Q
## 566 S
## 567 S
## 568 S
## 569 S
## 570 S
## 571 S
## 572 S
## 573 C
## 574 S
## 575 S
## 576 S
## 577 S
## 578 Q
## 579 S
## 580 S
## 581 S
## 582 S
## 583 C
## 584 S
## 585 S
## 586 C
## 587 S
## 588 C
## 589 C
## 590 S
## 591 S
## 592 C
## 593 S
## 594 S
## 595 S
## 596 C
## 597 S
## 598 Q
## 599 S
## 600 S
## 601 S
## 602 S
## 603 C
## 604 C
## 605 S
## 606 S
## 607 S
## 608 S
## 609 C
## 610 S
## 611 S
## 612 S
## 613 C
## 614 S
## 615 S
## 616 S
## 617 Q
## 618 Q
## 619 S
## 620 S
## 621 S
## 622 S
## 623 S
## 624 S
## 625 C
## 626 S
## 627 C
## 628 S
## 629 S
## 630 S
## 631 Q
## 632 S
## 633 S
## 634 Q
## 635 S
## 636 S
## 637 C
## 638 S
## 639 S
## 640 S
## 641 S
## 642 S
## 643 S
## 644 S
## 645 S
## 646 C
## 647 S
## 648 S
## 649 C
## 650 C
## 651 S
## 652 C
## 653 S
## 654 S
## 655 S
## 656 S
## 657 S
## 658 Q
## 659 Q
## 660 S
## 661 S
## 662 Q
## 663 S
## 664 C
## 665 S
## 666 C
## 667 S
## 668 S
## 669 S
## 670 S
## 671 S
## 672 S
## 673 S
## 674 S
## 675 S
## 676 S
## 677 S
## 678 S
## 679 S
## 680 S
## 681 S
## 682 S
## 683 S
## 684 C
## 685 Q
## 686 C
## 687 S
## 688 S
## 689 S
## 690 C
## 691 S
## 692 S
## 693 S
## 694 S
## 695 S
## 696 C
## 697 S
## 698 C
## 699 S
## 700 S
## 701 S
## 702 Q
## 703 C
## 704 S
## 705 C
## 706 S
## 707 C
## 708 Q
## 709 S
## 710 S
## 711 S
## 712 S
## 713 S
## 714 C
## 715 C
## 716 S
## 717 S
## 718 S
## 719 S
## 720 S
## 721 C
## 722 S
## 723 Q
## 724 S
## 725 S
## 726 S
## 727 S
## 728 S
## 729 S
## 730 S
## 731 S
## 732 Q
## 733 S
## 734 S
## 735 S
## 736 C
## 737 S
## 738 S
## 739 S
## 740 S
## 741 S
## 742 C
## 743 S
## 744 S
## 745 S
## 746 S
## 747 C
## 748 S
## 749 S
## 750 S
## 751 S
## 752 S
## 753 S
## 754 Q
## 755 S
## 756 S
## 757 S
## 758 S
## 759 S
## 760 S
## 761 S
## 762 S
## 763 S
## 764 S
## 765 S
## 766 S
## 767 C
## 768 S
## 769 S
## 770 S
## 771 C
## 772 Q
## 773 Q
## 774 S
## 775 S
## 776 S
## 777 S
## 778 C
## 779 S
## 780 S
## 781 Q
## 782 S
## 783 Q
## 784 S
## 785 C
## 786 S
## 787 S
## 788 S
## 789 S
## 790 S
## 791 S
## 792 Q
## 793 S
## 794 C
## 795 Q
## 796 S
## 797 S
## 798 C
## 799 S
## 800 S
## 801 S
## 802 S
## 803 C
## 804 S
## 805 S
## 806 S
## 807 S
## 808 C
## 809 S
## 810 S
## 811 S
## 812 S
## 813 S
## 814 S
## 815 S
## 816 S
## 817 S
## 818 S
## 819 S
## 820 S
## 821 S
## 822 C
## 823 S
## 824 S
## 825 S
## 826 S
## 827 S
## 828 S
## 829 S
## 830 Q
## 831 S
## 832 C
## 833 Q
## 834
## 835 C
## 836 S
## 837 C
## 838 S
## 839 S
## 840 C
## 841 S
## 842 S
## 843 S
## 844 C
## 845 S
## 846 S
## 847 C
## 848 C
## 849 S
## 850 S
## 851 S
## 852 C
## 853 S
## 854 C
## 855 S
## 856 S
## 857 C
## 858 S
## 859 S
## 860 S
## 861 S
## 862 S
## 863 C
## 864 C
## 865 S
## 866 S
## 867 S
## 868 S
## 869 S
## 870 S
## 871 C
## 872 S
## 873 S
## 874 S
## 875 S
## 876 S
## 877 S
## 878 S
## 879 C
## 880 C
## 881 S
## 882 S
## 883 S
## 884 C
## 885 S
## 886 S
## 887 S
## 888 S
## 889 S
## 890 Q
## 891 S
## 892 S
## 893 S
## 894 C
## 895 Q
head(dt)
## PassengerId Survived Pclass
## 1 1 0 3
## 2 2 1 1
## 3 3 1 3
## 4 4 1 1
## 5 5 0 3
## 6 6 0 3
## Name Sex Age SibSp Parch
## 1 Braund, Mr. Owen Harris male 22 1 0
## 2 Cumings, Mrs. John Bradley (Florence Briggs Thayer) female 38 1 0
## 3 Heikkinen, Miss. Laina female 26 0 0
## 4 Futrelle, Mrs. Jacques Heath (Lily May Peel) female 35 1 0
## 5 Allen, Mr. William Henry male 35 0 0
## 6 Moran, Mr. James male NA 0 0
## Ticket Fare Cabin Embarked
## 1 A/5 21171 7.25 S
## 2 PC 17599 712.833 C85 C
## 3 STON/O2. 3101282 7.925 S
## 4 113803 53.1 C123 S
## 5 373450 8.05 S
## 6 330877 84.583 Q
summary(dt)
## PassengerId Survived Pclass Name
## Min. : 1.0 Min. :0.0000 Min. :1.000 Length:895
## 1st Qu.:220.5 1st Qu.:0.0000 1st Qu.:2.000 Class :character
## Median :444.0 Median :0.0000 Median :3.000 Mode :character
## Mean :444.1 Mean :0.3821 Mean :2.312
## 3rd Qu.:667.5 3rd Qu.:1.0000 3rd Qu.:3.000
## Max. :891.0 Max. :1.0000 Max. :3.000
##
## Sex Age SibSp Parch
## Length:895 Min. : 0.42 Min. :0.0000 Min. :0.0000
## Class :character 1st Qu.:20.12 1st Qu.:0.0000 1st Qu.:0.0000
## Mode :character Median :28.00 Median :0.0000 Median :0.0000
## Mean :29.70 Mean :0.5207 Mean :0.3799
## 3rd Qu.:38.00 3rd Qu.:1.0000 3rd Qu.:0.0000
## Max. :80.00 Max. :8.0000 Max. :6.0000
## NA's :181
## Ticket Fare Cabin Embarked
## Length:895 Length:895 Length:895 Length:895
## Class :character Class :character Class :character Class :character
## Mode :character Mode :character Mode :character Mode :character
##
##
##
##
is.na(dt)
## PassengerId Survived Pclass Name Sex Age SibSp Parch Ticket Fare
## [1,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [2,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [3,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [4,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [5,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [6,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [7,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [8,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [9,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [10,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [11,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [12,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [13,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [14,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [15,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [16,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [17,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [18,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [19,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [20,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [21,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [22,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [23,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [24,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [25,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [26,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [27,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [28,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [29,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [30,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [31,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [32,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [33,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [34,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [35,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [36,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [37,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [38,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [39,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [40,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [41,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [42,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [43,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [44,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [45,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [46,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [47,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [48,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [49,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [50,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [51,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [52,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [53,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [54,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [55,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [56,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [57,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [58,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [59,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [60,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [61,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [62,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [63,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [64,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [65,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [66,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [67,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [68,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [69,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [70,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [71,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [72,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [73,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [74,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [75,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [76,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [77,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [78,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [79,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [80,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [81,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [82,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [83,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [84,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [85,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [86,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [87,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [88,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [89,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [90,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [91,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [92,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [93,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [94,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [95,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [96,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [97,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [98,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [99,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [100,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [101,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [102,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [103,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [104,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [105,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [106,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [107,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [108,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [109,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [110,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [111,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [112,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [113,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [114,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [115,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [116,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [117,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [118,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [119,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [120,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [121,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [122,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [123,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [124,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [125,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [126,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [608,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [610,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [611,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [620,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [628,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [830,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
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## [838,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [840,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [841,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [842,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [843,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [847,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [850,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [867,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [869,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [870,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [871,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [872,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [873,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [874,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [875,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [876,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [877,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [878,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [879,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [880,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [893,] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [894,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [895,] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## Cabin Embarked
## [1,] FALSE FALSE
## [2,] FALSE FALSE
## [3,] FALSE FALSE
## [4,] FALSE FALSE
## [5,] FALSE FALSE
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## [298,] FALSE FALSE
## [299,] FALSE FALSE
## [300,] FALSE FALSE
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## [302,] FALSE FALSE
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## [305,] FALSE FALSE
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## [309,] FALSE FALSE
## [310,] FALSE FALSE
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## [312,] FALSE FALSE
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## [314,] FALSE FALSE
## [315,] FALSE FALSE
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## [353,] FALSE FALSE
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## [895,] FALSE FALSE
colSums(is.na(dt))
## PassengerId Survived Pclass Name Sex Age
## 0 0 0 0 0 181
## SibSp Parch Ticket Fare Cabin Embarked
## 0 0 0 0 0 0
library(VIM)
## Warning: package 'VIM' was built under R version 4.5.2
## Loading required package: colorspace
## Warning: package 'colorspace' was built under R version 4.5.2
## Loading required package: grid
## VIM is ready to use.
## Suggestions and bug-reports can be submitted at: https://github.com/statistikat/VIM/issues
##
## Attaching package: 'VIM'
## The following object is masked from 'package:datasets':
##
## sleep
aggr(dt, numbers = TRUE, prop = FALSE)
dt$Age[is.na(dt$Age)] <- median(dt$Age, na.rm = TRUE)
dt
## PassengerId Survived Pclass
## 1 1 0 3
## 2 2 1 1
## 3 3 1 3
## 4 4 1 1
## 5 5 0 3
## 6 6 0 3
## 7 7 0 1
## 8 8 0 3
## 9 9 1 3
## 10 10 1 2
## 11 11 1 3
## 12 12 1 1
## 13 13 0 3
## 14 14 0 3
## 15 15 0 3
## 16 16 1 2
## 17 17 0 3
## 18 18 1 2
## 19 19 0 3
## 20 20 1 3
## 21 21 0 2
## 22 22 1 2
## 23 23 1 3
## 24 24 1 1
## 25 25 0 3
## 26 26 1 3
## 27 27 0 3
## 28 28 0 1
## 29 29 1 3
## 30 30 0 3
## 31 31 0 1
## 32 32 1 1
## 33 33 1 3
## 34 34 0 2
## 35 35 0 1
## 36 36 0 1
## 37 37 1 3
## 38 38 0 3
## 39 39 0 3
## 40 40 1 3
## 41 41 0 3
## 42 42 0 2
## 43 43 0 3
## 44 44 1 2
## 45 45 1 3
## 46 46 0 3
## 47 47 0 3
## 48 48 1 3
## 49 49 0 3
## 50 50 0 3
## 51 51 0 3
## 52 52 0 3
## 53 53 1 1
## 54 54 1 2
## 55 55 0 1
## 56 56 1 1
## 57 57 1 2
## 58 58 0 3
## 59 59 1 2
## 60 60 0 3
## 61 61 0 3
## 62 62 1 1
## 63 63 0 1
## 64 64 0 3
## 65 65 0 1
## 66 66 1 3
## 67 67 1 2
## 68 68 0 3
## 69 69 1 3
## 70 70 0 3
## 71 71 0 2
## 72 72 0 3
## 73 73 0 2
## 74 74 0 3
## 75 75 1 3
## 76 76 0 3
## 77 77 0 3
## 78 78 0 3
## 79 79 1 2
## 80 80 1 3
## 81 81 0 3
## 82 82 1 3
## 83 83 1 3
## 84 84 0 1
## 85 85 1 2
## 86 86 1 3
## 87 87 0 3
## 88 88 0 3
## 89 89 1 1
## 90 27 0 3
## 91 90 0 3
## 92 91 0 3
## 93 92 0 3
## 94 93 0 1
## 95 94 0 3
## 96 95 0 3
## 97 96 0 3
## 98 97 0 1
## 99 98 1 1
## 100 99 1 2
## 101 100 0 2
## 102 101 0 3
## 103 102 0 3
## 104 103 0 1
## 105 104 0 3
## 106 105 0 3
## 107 106 0 3
## 108 27 0 3
## 109 107 1 3
## 110 108 1 3
## 111 109 0 3
## 112 110 1 3
## 113 111 0 1
## 114 112 0 3
## 115 113 0 3
## 116 114 0 3
## 117 115 0 3
## 118 116 0 3
## 119 117 0 3
## 120 118 0 2
## 121 119 0 1
## 122 120 0 3
## 123 121 0 2
## 124 122 0 3
## 125 123 0 2
## 126 124 1 2
## 127 125 0 1
## 128 126 1 3
## 129 127 0 3
## 130 128 1 3
## 131 129 1 3
## 132 130 0 3
## 133 131 0 3
## 134 27 0 3
## 135 132 0 3
## 136 133 0 3
## 137 134 1 2
## 138 135 0 2
## 139 136 0 2
## 140 137 1 1
## 141 138 0 1
## 142 139 0 3
## 143 140 0 1
## 144 141 0 3
## 145 142 1 3
## 146 143 1 3
## 147 144 0 3
## 148 145 0 2
## 149 146 0 2
## 150 147 1 3
## 151 148 0 3
## 152 149 0 2
## 153 150 0 2
## 154 151 0 2
## 155 152 1 1
## 156 153 0 3
## 157 154 0 3
## 158 155 0 3
## 159 156 0 1
## 160 157 1 3
## 161 158 0 3
## 162 159 0 3
## 163 160 0 3
## 164 161 0 3
## 165 162 1 2
## 166 163 0 3
## 167 164 0 3
## 168 165 0 3
## 169 166 1 3
## 170 167 1 1
## 171 168 0 3
## 172 169 0 1
## 173 170 0 3
## 174 171 0 1
## 175 172 0 3
## 176 173 1 3
## 177 174 0 3
## 178 175 0 1
## 179 176 0 3
## 180 177 0 3
## 181 178 0 1
## 182 179 0 2
## 183 180 0 3
## 184 181 0 3
## 185 182 0 2
## 186 183 0 3
## 187 184 1 2
## 188 185 1 3
## 189 186 0 1
## 190 187 1 3
## 191 188 1 1
## 192 189 0 3
## 193 190 0 3
## 194 191 1 2
## 195 192 0 2
## 196 193 1 3
## 197 194 1 2
## 198 195 1 1
## 199 196 1 1
## 200 197 0 3
## 201 198 0 3
## 202 199 1 3
## 203 200 0 2
## 204 201 0 3
## 205 202 0 3
## 206 203 0 3
## 207 204 0 3
## 208 205 1 3
## 209 206 0 3
## 210 207 0 3
## 211 208 1 3
## 212 209 1 3
## 213 210 1 1
## 214 211 0 3
## 215 212 1 2
## 216 213 0 3
## 217 214 0 2
## 218 215 0 3
## 219 216 1 1
## 220 217 1 3
## 221 218 0 2
## 222 219 1 1
## 223 220 0 2
## 224 221 1 3
## 225 222 0 2
## 226 223 0 3
## 227 224 0 3
## 228 225 1 1
## 229 226 0 3
## 230 227 1 2
## 231 228 0 3
## 232 229 0 2
## 233 230 0 3
## 234 231 1 1
## 235 232 0 3
## 236 233 0 2
## 237 234 1 3
## 238 235 0 2
## 239 236 0 3
## 240 237 0 2
## 241 238 1 2
## 242 239 0 2
## 243 240 0 2
## 244 241 0 3
## 245 242 1 3
## 246 243 0 2
## 247 244 0 3
## 248 245 0 3
## 249 246 0 1
## 250 247 0 3
## 251 248 1 2
## 252 249 1 1
## 253 250 0 2
## 254 251 0 3
## 255 252 0 3
## 256 253 0 1
## 257 254 0 3
## 258 255 0 3
## 259 256 1 3
## 260 257 1 1
## 261 258 1 1
## 262 259 1 1
## 263 260 1 2
## 264 261 0 3
## 265 262 1 3
## 266 263 0 1
## 267 264 0 1
## 268 265 0 3
## 269 266 0 2
## 270 267 0 3
## 271 268 1 3
## 272 269 1 1
## 273 270 1 1
## 274 271 0 1
## 275 272 1 3
## 276 273 1 2
## 277 274 0 1
## 278 275 1 3
## 279 276 1 1
## 280 277 0 3
## 281 278 0 2
## 282 279 0 3
## 283 280 1 3
## 284 281 0 3
## 285 282 0 3
## 286 283 0 3
## 287 284 1 3
## 288 285 0 1
## 289 286 0 3
## 290 287 1 3
## 291 288 0 3
## 292 289 1 2
## 293 290 1 3
## 294 291 1 1
## 295 292 1 1
## 296 293 0 2
## 297 294 0 3
## 298 295 0 3
## 299 296 0 1
## 300 297 0 3
## 301 298 0 1
## 302 299 1 1
## 303 300 1 1
## 304 301 1 3
## 305 302 1 3
## 306 303 0 3
## 307 304 1 2
## 308 305 0 3
## 309 306 1 1
## 310 307 1 1
## 311 308 1 1
## 312 309 0 2
## 313 310 1 1
## 314 311 1 1
## 315 312 1 1
## 316 313 0 2
## 317 314 0 3
## 318 315 0 2
## 319 316 1 3
## 320 317 1 2
## 321 318 0 2
## 322 319 1 1
## 323 320 1 1
## 324 321 0 3
## 325 322 0 3
## 326 323 1 2
## 327 324 1 2
## 328 325 0 3
## 329 326 1 1
## 330 327 0 3
## 331 328 1 2
## 332 329 1 3
## 333 330 1 1
## 334 331 1 3
## 335 332 0 1
## 336 333 0 1
## 337 334 0 3
## 338 335 1 1
## 339 336 0 3
## 340 337 0 1
## 341 338 1 1
## 342 339 1 3
## 343 340 0 1
## 344 341 1 2
## 345 342 1 1
## 346 343 0 2
## 347 344 0 2
## 348 345 0 2
## 349 346 1 2
## 350 347 1 2
## 351 348 1 3
## 352 349 1 3
## 353 350 0 3
## 354 351 0 3
## 355 352 0 1
## 356 353 0 3
## 357 354 0 3
## 358 355 0 3
## 359 356 0 3
## 360 357 1 1
## 361 358 0 2
## 362 359 1 3
## 363 360 1 3
## 364 361 0 3
## 365 362 0 2
## 366 363 0 3
## 367 364 0 3
## 368 365 0 3
## 369 366 0 3
## 370 367 1 1
## 371 368 1 3
## 372 369 1 3
## 373 370 1 1
## 374 371 1 1
## 375 372 0 3
## 376 373 0 3
## 377 374 0 1
## 378 375 0 3
## 379 376 1 1
## 380 377 1 3
## 381 378 0 1
## 382 379 0 3
## 383 380 0 3
## 384 381 1 1
## 385 27 0 3
## 386 382 1 3
## 387 383 0 3
## 388 384 1 1
## 389 385 0 3
## 390 386 0 2
## 391 387 0 3
## 392 388 1 2
## 393 389 0 3
## 394 390 1 2
## 395 391 1 1
## 396 392 1 3
## 397 393 0 3
## 398 394 1 1
## 399 395 1 3
## 400 396 0 3
## 401 397 0 3
## 402 398 0 2
## 403 399 0 2
## 404 400 1 2
## 405 401 1 3
## 406 402 0 3
## 407 403 0 3
## 408 404 0 3
## 409 405 0 3
## 410 406 0 2
## 411 407 0 3
## 412 408 1 2
## 413 409 0 3
## 414 410 0 3
## 415 411 0 3
## 416 412 0 3
## 417 413 1 1
## 418 414 0 2
## 419 415 1 3
## 420 416 0 3
## 421 417 1 2
## 422 418 1 2
## 423 419 0 2
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## Name
## 1 Braund, Mr. Owen Harris
## 2 Cumings, Mrs. John Bradley (Florence Briggs Thayer)
## 3 Heikkinen, Miss. Laina
## 4 Futrelle, Mrs. Jacques Heath (Lily May Peel)
## 5 Allen, Mr. William Henry
## 6 Moran, Mr. James
## 7 McCarthy, Mr. Timothy J
## 8 Palsson, Master. Gosta Leonard
## 9 Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)
## 10 Nasser, Mrs. Nicholas (Adele Achem)
## 11 Sandstrom, Miss. Marguerite Rut
## 12 Bonnell, Miss. Elizabeth
## 13 Saundercock, Mr. William Henry
## 14 Andersson, Mr. Anders Johan
## 15 Vestrom, Miss. Hulda Amanda Adolfina
## 16 Hewlett, Mrs. (Mary D Kingcome)
## 17 Rice, Master. Eugene
## 18 Williams, Mr. Charles Eugene
## 19 Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)
## 20 Masselmani, Mrs. Fatima
## 21 Fynney, Mr. Joseph J
## 22 Beesley, Mr. Lawrence
## 23 McGowan, Miss. Anna "Annie"
## 24 Sloper, Mr. William Thompson
## 25 Palsson, Miss. Torborg Danira
## 26 Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)
## 27 Emir, Mr. Farred Chehab
## 28 Fortune, Mr. Charles Alexander
## 29 O'Dwyer, Miss. Ellen "Nellie"
## 30 Todoroff, Mr. Lalio
## 31 Uruchurtu, Don. Manuel E
## 32 Spencer, Mrs. William Augustus (Marie Eugenie)
## 33 Glynn, Miss. Mary Agatha
## 34 Wheadon, Mr. Edward H
## 35 Meyer, Mr. Edgar Joseph
## 36 Holverson, Mr. Alexander Oskar
## 37 Mamee, Mr. Hanna
## 38 Cann, Mr. Ernest Charles
## 39 Vander Planke, Miss. Augusta Maria
## 40 Nicola-Yarred, Miss. Jamila
## 41 Ahlin, Mrs. Johan (Johanna Persdotter Larsson)
## 42 Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)
## 43 Kraeff, Mr. Theodor
## 44 Laroche, Miss. Simonne Marie Anne Andree
## 45 Devaney, Miss. Margaret Delia
## 46 Rogers, Mr. William John
## 47 Lennon, Mr. Denis
## 48 O'Driscoll, Miss. Bridget
## 49 Samaan, Mr. Youssef
## 50 Arnold-Franchi, Mrs. Josef (Josefine Franchi)
## 51 Panula, Master. Juha Niilo
## 52 Nosworthy, Mr. Richard Cater
## 53 Harper, Mrs. Henry Sleeper (Myna Haxtun)
## 54 Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)
## 55 Ostby, Mr. Engelhart Cornelius
## 56 Woolner, Mr. Hugh
## 57 Rugg, Miss. Emily
## 58 Novel, Mr. Mansouer
## 59 West, Miss. Constance Mirium
## 60 Goodwin, Master. William Frederick
## 61 Sirayanian, Mr. Orsen
## 62 Icard, Miss. Amelie
## 63 Harris, Mr. Henry Birkhardt
## 64 Skoog, Master. Harald
## 65 Stewart, Mr. Albert A
## 66 Moubarek, Master. Gerios
## 67 Nye, Mrs. (Elizabeth Ramell)
## 68 Crease, Mr. Ernest James
## 69 Andersson, Miss. Erna Alexandra
## 70 Kink, Mr. Vincenz
## 71 Jenkin, Mr. Stephen Curnow
## 72 Goodwin, Miss. Lillian Amy
## 73 Hood, Mr. Ambrose Jr
## 74 Chronopoulos, Mr. Apostolos
## 75 Bing, Mr. Lee
## 76 Moen, Mr. Sigurd Hansen
## 77 Staneff, Mr. Ivan
## 78 Moutal, Mr. Rahamin Haim
## 79 Caldwell, Master. Alden Gates
## 80 Dowdell, Miss. Elizabeth
## 81 Waelens, Mr. Achille
## 82 Sheerlinck, Mr. Jan Baptist
## 83 McDermott, Miss. Brigdet Delia
## 84 Carrau, Mr. Francisco M
## 85 Ilett, Miss. Bertha
## 86 Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)
## 87 Ford, Mr. William Neal
## 88 Slocovski, Mr. Selman Francis
## 89 Fortune, Miss. Mabel Helen
## 90 Emir, Mr. Farred Chehab
## 91 Celotti, Mr. Francesco
## 92 Christmann, Mr. Emil
## 93 Andreasson, Mr. Paul Edvin
## 94 Chaffee, Mr. Herbert Fuller
## 95 Dean, Mr. Bertram Frank
## 96 Coxon, Mr. Daniel
## 97 Shorney, Mr. Charles Joseph
## 98 Goldschmidt, Mr. George B
## 99 Greenfield, Mr. William Bertram
## 100 Doling, Mrs. John T (Ada Julia Bone)
## 101 Kantor, Mr. Sinai
## 102 Petranec, Miss. Matilda
## 103 Petroff, Mr. Pastcho ("Pentcho")
## 104 White, Mr. Richard Frasar
## 105 Johansson, Mr. Gustaf Joel
## 106 Gustafsson, Mr. Anders Vilhelm
## 107 Mionoff, Mr. Stoytcho
## 108 Emir, Mr. Farred Chehab
## 109 Salkjelsvik, Miss. Anna Kristine
## 110 Moss, Mr. Albert Johan
## 111 Rekic, Mr. Tido
## 112 Moran, Miss. Bertha
## 113 Porter, Mr. Walter Chamberlain
## 114 Zabour, Miss. Hileni
## 115 Barton, Mr. David John
## 116 Jussila, Miss. Katriina
## 117 Attalah, Miss. Malake
## 118 Pekoniemi, Mr. Edvard
## 119 Connors, Mr. Patrick
## 120 Turpin, Mr. William John Robert
## 121 Baxter, Mr. Quigg Edmond
## 122 Andersson, Miss. Ellis Anna Maria
## 123 Hickman, Mr. Stanley George
## 124 Moore, Mr. Leonard Charles
## 125 Nasser, Mr. Nicholas
## 126 Webber, Miss. Susan
## 127 White, Mr. Percival Wayland
## 128 Nicola-Yarred, Master. Elias
## 129 McMahon, Mr. Martin
## 130 Madsen, Mr. Fridtjof Arne
## 131 Peter, Miss. Anna
## 132 Ekstrom, Mr. Johan
## 133 Drazenoic, Mr. Jozef
## 134 Emir, Mr. Farred Chehab
## 135 Coelho, Mr. Domingos Fernandeo
## 136 Robins, Mrs. Alexander A (Grace Charity Laury)
## 137 Weisz, Mrs. Leopold (Mathilde Francoise Pede)
## 138 Sobey, Mr. Samuel James Hayden
## 139 Richard, Mr. Emile
## 140 Newsom, Miss. Helen Monypeny
## 141 Futrelle, Mr. Jacques Heath
## 142 Osen, Mr. Olaf Elon
## 143 Giglio, Mr. Victor
## 144 Boulos, Mrs. Joseph (Sultana)
## 145 Nysten, Miss. Anna Sofia
## 146 Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)
## 147 Burke, Mr. Jeremiah
## 148 Andrew, Mr. Edgardo Samuel
## 149 Nicholls, Mr. Joseph Charles
## 150 Andersson, Mr. August Edvard ("Wennerstrom")
## 151 Ford, Miss. Robina Maggie "Ruby"
## 152 Navratil, Mr. Michel ("Louis M Hoffman")
## 153 Byles, Rev. Thomas Roussel Davids
## 154 Bateman, Rev. Robert James
## 155 Pears, Mrs. Thomas (Edith Wearne)
## 156 Meo, Mr. Alfonzo
## 157 van Billiard, Mr. Austin Blyler
## 158 Olsen, Mr. Ole Martin
## 159 Williams, Mr. Charles Duane
## 160 Gilnagh, Miss. Katherine "Katie"
## 161 Corn, Mr. Harry
## 162 Smiljanic, Mr. Mile
## 163 Sage, Master. Thomas Henry
## 164 Cribb, Mr. John Hatfield
## 165 Watt, Mrs. James (Elizabeth "Bessie" Inglis Milne)
## 166 Bengtsson, Mr. John Viktor
## 167 Calic, Mr. Jovo
## 168 Panula, Master. Eino Viljami
## 169 Goldsmith, Master. Frank John William "Frankie"
## 170 Chibnall, Mrs. (Edith Martha Bowerman)
## 171 Skoog, Mrs. William (Anna Bernhardina Karlsson)
## 172 Baumann, Mr. John D
## 173 Ling, Mr. Lee
## 174 Van der hoef, Mr. Wyckoff
## 175 Rice, Master. Arthur
## 176 Johnson, Miss. Eleanor Ileen
## 177 Sivola, Mr. Antti Wilhelm
## 178 Smith, Mr. James Clinch
## 179 Klasen, Mr. Klas Albin
## 180 Lefebre, Master. Henry Forbes
## 181 Isham, Miss. Ann Elizabeth
## 182 Hale, Mr. Reginald
## 183 Leonard, Mr. Lionel
## 184 Sage, Miss. Constance Gladys
## 185 Pernot, Mr. Rene
## 186 Asplund, Master. Clarence Gustaf Hugo
## 187 Becker, Master. Richard F
## 188 Kink-Heilmann, Miss. Luise Gretchen
## 189 Rood, Mr. Hugh Roscoe
## 190 O'Brien, Mrs. Thomas (Johanna "Hannah" Godfrey)
## 191 Romaine, Mr. Charles Hallace ("Mr C Rolmane")
## 192 Bourke, Mr. John
## 193 Turcin, Mr. Stjepan
## 194 Pinsky, Mrs. (Rosa)
## 195 Carbines, Mr. William
## 196 Andersen-Jensen, Miss. Carla Christine Nielsine
## 197 Navratil, Master. Michel M
## 198 Brown, Mrs. James Joseph (Margaret Tobin)
## 199 Lurette, Miss. Elise
## 200 Mernagh, Mr. Robert
## 201 Olsen, Mr. Karl Siegwart Andreas
## 202 Madigan, Miss. Margaret "Maggie"
## 203 Yrois, Miss. Henriette ("Mrs Harbeck")
## 204 Vande Walle, Mr. Nestor Cyriel
## 205 Sage, Mr. Frederick
## 206 Johanson, Mr. Jakob Alfred
## 207 Youseff, Mr. Gerious
## 208 Cohen, Mr. Gurshon "Gus"
## 209 Strom, Miss. Telma Matilda
## 210 Backstrom, Mr. Karl Alfred
## 211 Albimona, Mr. Nassef Cassem
## 212 Carr, Miss. Helen "Ellen"
## 213 Blank, Mr. Henry
## 214 Ali, Mr. Ahmed
## 215 Cameron, Miss. Clear Annie
## 216 Perkin, Mr. John Henry
## 217 Givard, Mr. Hans Kristensen
## 218 Kiernan, Mr. Philip
## 219 Newell, Miss. Madeleine
## 220 Honkanen, Miss. Eliina
## 221 Jacobsohn, Mr. Sidney Samuel
## 222 Bazzani, Miss. Albina
## 223 Harris, Mr. Walter
## 224 Sunderland, Mr. Victor Francis
## 225 Bracken, Mr. James H
## 226 Green, Mr. George Henry
## 227 Nenkoff, Mr. Christo
## 228 Hoyt, Mr. Frederick Maxfield
## 229 Berglund, Mr. Karl Ivar Sven
## 230 Mellors, Mr. William John
## 231 Lovell, Mr. John Hall ("Henry")
## 232 Fahlstrom, Mr. Arne Jonas
## 233 Lefebre, Miss. Mathilde
## 234 Harris, Mrs. Henry Birkhardt (Irene Wallach)
## 235 Larsson, Mr. Bengt Edvin
## 236 Sjostedt, Mr. Ernst Adolf
## 237 Asplund, Miss. Lillian Gertrud
## 238 Leyson, Mr. Robert William Norman
## 239 Harknett, Miss. Alice Phoebe
## 240 Hold, Mr. Stephen
## 241 Collyer, Miss. Marjorie "Lottie"
## 242 Pengelly, Mr. Frederick William
## 243 Hunt, Mr. George Henry
## 244 Zabour, Miss. Thamine
## 245 Murphy, Miss. Katherine "Kate"
## 246 Coleridge, Mr. Reginald Charles
## 247 Maenpaa, Mr. Matti Alexanteri
## 248 Attalah, Mr. Sleiman
## 249 Minahan, Dr. William Edward
## 250 Lindahl, Miss. Agda Thorilda Viktoria
## 251 Hamalainen, Mrs. William (Anna)
## 252 Beckwith, Mr. Richard Leonard
## 253 Carter, Rev. Ernest Courtenay
## 254 Reed, Mr. James George
## 255 Strom, Mrs. Wilhelm (Elna Matilda Persson)
## 256 Stead, Mr. William Thomas
## 257 Lobb, Mr. William Arthur
## 258 Rosblom, Mrs. Viktor (Helena Wilhelmina)
## 259 Touma, Mrs. Darwis (Hanne Youssef Razi)
## 260 Thorne, Mrs. Gertrude Maybelle
## 261 Cherry, Miss. Gladys
## 262 Ward, Miss. Anna
## 263 Parrish, Mrs. (Lutie Davis)
## 264 Smith, Mr. Thomas
## 265 Asplund, Master. Edvin Rojj Felix
## 266 Taussig, Mr. Emil
## 267 Harrison, Mr. William
## 268 Henry, Miss. Delia
## 269 Reeves, Mr. David
## 270 Panula, Mr. Ernesti Arvid
## 271 Persson, Mr. Ernst Ulrik
## 272 Graham, Mrs. William Thompson (Edith Junkins)
## 273 Bissette, Miss. Amelia
## 274 Cairns, Mr. Alexander
## 275 Tornquist, Mr. William Henry
## 276 Mellinger, Mrs. (Elizabeth Anne Maidment)
## 277 Natsch, Mr. Charles H
## 278 Healy, Miss. Hanora "Nora"
## 279 Andrews, Miss. Kornelia Theodosia
## 280 Lindblom, Miss. Augusta Charlotta
## 281 Parkes, Mr. Francis "Frank"
## 282 Rice, Master. Eric
## 283 Abbott, Mrs. Stanton (Rosa Hunt)
## 284 Duane, Mr. Frank
## 285 Olsson, Mr. Nils Johan Goransson
## 286 de Pelsmaeker, Mr. Alfons
## 287 Dorking, Mr. Edward Arthur
## 288 Smith, Mr. Richard William
## 289 Stankovic, Mr. Ivan
## 290 de Mulder, Mr. Theodore
## 291 Naidenoff, Mr. Penko
## 292 Hosono, Mr. Masabumi
## 293 Connolly, Miss. Kate
## 294 Barber, Miss. Ellen "Nellie"
## 295 Bishop, Mrs. Dickinson H (Helen Walton)
## 296 Levy, Mr. Rene Jacques
## 297 Haas, Miss. Aloisia
## 298 Mineff, Mr. Ivan
## 299 Lewy, Mr. Ervin G
## 300 Hanna, Mr. Mansour
## 301 Allison, Miss. Helen Loraine
## 302 Saalfeld, Mr. Adolphe
## 303 Baxter, Mrs. James (Helene DeLaudeniere Chaput)
## 304 Kelly, Miss. Anna Katherine "Annie Kate"
## 305 McCoy, Mr. Bernard
## 306 Johnson, Mr. William Cahoone Jr
## 307 Keane, Miss. Nora A
## 308 Williams, Mr. Howard Hugh "Harry"
## 309 Allison, Master. Hudson Trevor
## 310 Fleming, Miss. Margaret
## 311 Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)
## 312 Abelson, Mr. Samuel
## 313 Francatelli, Miss. Laura Mabel
## 314 Hays, Miss. Margaret Bechstein
## 315 Ryerson, Miss. Emily Borie
## 316 Lahtinen, Mrs. William (Anna Sylfven)
## 317 Hendekovic, Mr. Ignjac
## 318 Hart, Mr. Benjamin
## 319 Nilsson, Miss. Helmina Josefina
## 320 Kantor, Mrs. Sinai (Miriam Sternin)
## 321 Moraweck, Dr. Ernest
## 322 Wick, Miss. Mary Natalie
## 323 Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)
## 324 Dennis, Mr. Samuel
## 325 Danoff, Mr. Yoto
## 326 Slayter, Miss. Hilda Mary
## 327 Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)
## 328 Sage, Mr. George John Jr
## 329 Young, Miss. Marie Grice
## 330 Nysveen, Mr. Johan Hansen
## 331 Ball, Mrs. (Ada E Hall)
## 332 Goldsmith, Mrs. Frank John (Emily Alice Brown)
## 333 Hippach, Miss. Jean Gertrude
## 334 McCoy, Miss. Agnes
## 335 Partner, Mr. Austen
## 336 Graham, Mr. George Edward
## 337 Vander Planke, Mr. Leo Edmondus
## 338 Frauenthal, Mrs. Henry William (Clara Heinsheimer)
## 339 Denkoff, Mr. Mitto
## 340 Pears, Mr. Thomas Clinton
## 341 Burns, Miss. Elizabeth Margaret
## 342 Dahl, Mr. Karl Edwart
## 343 Blackwell, Mr. Stephen Weart
## 344 Navratil, Master. Edmond Roger
## 345 Fortune, Miss. Alice Elizabeth
## 346 Collander, Mr. Erik Gustaf
## 347 Sedgwick, Mr. Charles Frederick Waddington
## 348 Fox, Mr. Stanley Hubert
## 349 Brown, Miss. Amelia "Mildred"
## 350 Smith, Miss. Marion Elsie
## 351 Davison, Mrs. Thomas Henry (Mary E Finck)
## 352 Coutts, Master. William Loch "William"
## 353 Dimic, Mr. Jovan
## 354 Odahl, Mr. Nils Martin
## 355 Williams-Lambert, Mr. Fletcher Fellows
## 356 Elias, Mr. Tannous
## 357 Arnold-Franchi, Mr. Josef
## 358 Yousif, Mr. Wazli
## 359 Vanden Steen, Mr. Leo Peter
## 360 Bowerman, Miss. Elsie Edith
## 361 Funk, Miss. Annie Clemmer
## 362 McGovern, Miss. Mary
## 363 Mockler, Miss. Helen Mary "Ellie"
## 364 Skoog, Mr. Wilhelm
## 365 del Carlo, Mr. Sebastiano
## 366 Barbara, Mrs. (Catherine David)
## 367 Asim, Mr. Adola
## 368 O'Brien, Mr. Thomas
## 369 Adahl, Mr. Mauritz Nils Martin
## 370 Warren, Mrs. Frank Manley (Anna Sophia Atkinson)
## 371 Moussa, Mrs. (Mantoura Boulos)
## 372 Jermyn, Miss. Annie
## 373 Aubart, Mme. Leontine Pauline
## 374 Harder, Mr. George Achilles
## 375 Wiklund, Mr. Jakob Alfred
## 376 Beavan, Mr. William Thomas
## 377 Ringhini, Mr. Sante
## 378 Palsson, Miss. Stina Viola
## 379 Meyer, Mrs. Edgar Joseph (Leila Saks)
## 380 Landergren, Miss. Aurora Adelia
## 381 Widener, Mr. Harry Elkins
## 382 Betros, Mr. Tannous
## 383 Gustafsson, Mr. Karl Gideon
## 384 Bidois, Miss. Rosalie
## 385 Emir, Mr. Farred Chehab
## 386 Nakid, Miss. Maria ("Mary")
## 387 Tikkanen, Mr. Juho
## 388 Holverson, Mrs. Alexander Oskar (Mary Aline Towner)
## 389 Plotcharsky, Mr. Vasil
## 390 Davies, Mr. Charles Henry
## 391 Goodwin, Master. Sidney Leonard
## 392 Buss, Miss. Kate
## 393 Sadlier, Mr. Matthew
## 394 Lehmann, Miss. Bertha
## 395 Carter, Mr. William Ernest
## 396 Jansson, Mr. Carl Olof
## 397 Gustafsson, Mr. Johan Birger
## 398 Newell, Miss. Marjorie
## 399 Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)
## 400 Johansson, Mr. Erik
## 401 Olsson, Miss. Elina
## 402 McKane, Mr. Peter David
## 403 Pain, Dr. Alfred
## 404 Trout, Mrs. William H (Jessie L)
## 405 Niskanen, Mr. Juha
## 406 Adams, Mr. John
## 407 Jussila, Miss. Mari Aina
## 408 Hakkarainen, Mr. Pekka Pietari
## 409 Oreskovic, Miss. Marija
## 410 Gale, Mr. Shadrach
## 411 Widegren, Mr. Carl/Charles Peter
## 412 Richards, Master. William Rowe
## 413 Birkeland, Mr. Hans Martin Monsen
## 414 Lefebre, Miss. Ida
## 415 Sdycoff, Mr. Todor
## 416 Hart, Mr. Henry
## 417 Minahan, Miss. Daisy E
## 418 Cunningham, Mr. Alfred Fleming
## 419 Sundman, Mr. Johan Julian
## 420 Meek, Mrs. Thomas (Annie Louise Rowley)
## 421 Drew, Mrs. James Vivian (Lulu Thorne Christian)
## 422 Silven, Miss. Lyyli Karoliina
## 423 Matthews, Mr. William John
## 424 Van Impe, Miss. Catharina
## 425 Gheorgheff, Mr. Stanio
## 426 Charters, Mr. David
## 427 Zimmerman, Mr. Leo
## 428 Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)
## 429 Rosblom, Mr. Viktor Richard
## 430 Wiseman, Mr. Phillippe
## 431 Clarke, Mrs. Charles V (Ada Maria Winfield)
## 432 Phillips, Miss. Kate Florence ("Mrs Kate Louise Phillips Marshall")
## 433 Flynn, Mr. James
## 434 Pickard, Mr. Berk (Berk Trembisky)
## 435 Bjornstrom-Steffansson, Mr. Mauritz Hakan
## 436 Thorneycroft, Mrs. Percival (Florence Kate White)
## 437 Louch, Mrs. Charles Alexander (Alice Adelaide Slow)
## 438 Kallio, Mr. Nikolai Erland
## 439 Silvey, Mr. William Baird
## 440 Carter, Miss. Lucile Polk
## 441 Ford, Miss. Doolina Margaret "Daisy"
## 442 Richards, Mrs. Sidney (Emily Hocking)
## 443 Fortune, Mr. Mark
## 444 Kvillner, Mr. Johan Henrik Johannesson
## 445 Hart, Mrs. Benjamin (Esther Ada Bloomfield)
## 446 Hampe, Mr. Leon
## 447 Petterson, Mr. Johan Emil
## 448 Reynaldo, Ms. Encarnacion
## 449 Johannesen-Bratthammer, Mr. Bernt
## 450 Dodge, Master. Washington
## 451 Mellinger, Miss. Madeleine Violet
## 452 Seward, Mr. Frederic Kimber
## 453 Baclini, Miss. Marie Catherine
## 454 Peuchen, Major. Arthur Godfrey
## 455 West, Mr. Edwy Arthur
## 456 Hagland, Mr. Ingvald Olai Olsen
## 457 Foreman, Mr. Benjamin Laventall
## 458 Goldenberg, Mr. Samuel L
## 459 Peduzzi, Mr. Joseph
## 460 Jalsevac, Mr. Ivan
## 461 Millet, Mr. Francis Davis
## 462 Kenyon, Mrs. Frederick R (Marion)
## 463 Toomey, Miss. Ellen
## 464 O'Connor, Mr. Maurice
## 465 Anderson, Mr. Harry
## 466 Morley, Mr. William
## 467 Gee, Mr. Arthur H
## 468 Milling, Mr. Jacob Christian
## 469 Maisner, Mr. Simon
## 470 Goncalves, Mr. Manuel Estanslas
## 471 Campbell, Mr. William
## 472 Smart, Mr. John Montgomery
## 473 Scanlan, Mr. James
## 474 Baclini, Miss. Helene Barbara
## 475 Keefe, Mr. Arthur
## 476 Cacic, Mr. Luka
## 477 West, Mrs. Edwy Arthur (Ada Mary Worth)
## 478 Jerwan, Mrs. Amin S (Marie Marthe Thuillard)
## 479 Strandberg, Miss. Ida Sofia
## 480 Clifford, Mr. George Quincy
## 481 Renouf, Mr. Peter Henry
## 482 Braund, Mr. Lewis Richard
## 483 Karlsson, Mr. Nils August
## 484 Hirvonen, Miss. Hildur E
## 485 Goodwin, Master. Harold Victor
## 486 Frost, Mr. Anthony Wood "Archie"
## 487 Rouse, Mr. Richard Henry
## 488 Turkula, Mrs. (Hedwig)
## 489 Bishop, Mr. Dickinson H
## 490 Lefebre, Miss. Jeannie
## 491 Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)
## 492 Kent, Mr. Edward Austin
## 493 Somerton, Mr. Francis William
## 494 Coutts, Master. Eden Leslie "Neville"
## 495 Hagland, Mr. Konrad Mathias Reiersen
## 496 Windelov, Mr. Einar
## 497 Molson, Mr. Harry Markland
## 498 Artagaveytia, Mr. Ramon
## 499 Stanley, Mr. Edward Roland
## 500 Yousseff, Mr. Gerious
## 501 Eustis, Miss. Elizabeth Mussey
## 502 Shellard, Mr. Frederick William
## 503 Allison, Mrs. Hudson J C (Bessie Waldo Daniels)
## 504 Svensson, Mr. Olof
## 505 Calic, Mr. Petar
## 506 Canavan, Miss. Mary
## 507 O'Sullivan, Miss. Bridget Mary
## 508 Laitinen, Miss. Kristina Sofia
## 509 Maioni, Miss. Roberta
## 510 Penasco y Castellana, Mr. Victor de Satode
## 511 Quick, Mrs. Frederick Charles (Jane Richards)
## 512 Bradley, Mr. George ("George Arthur Brayton")
## 513 Olsen, Mr. Henry Margido
## 514 Lang, Mr. Fang
## 515 Daly, Mr. Eugene Patrick
## 516 Webber, Mr. James
## 517 McGough, Mr. James Robert
## 518 Rothschild, Mrs. Martin (Elizabeth L. Barrett)
## 519 Coleff, Mr. Satio
## 520 Walker, Mr. William Anderson
## 521 Lemore, Mrs. (Amelia Milley)
## 522 Ryan, Mr. Patrick
## 523 Angle, Mrs. William A (Florence "Mary" Agnes Hughes)
## 524 Pavlovic, Mr. Stefo
## 525 Perreault, Miss. Anne
## 526 Vovk, Mr. Janko
## 527 Lahoud, Mr. Sarkis
## 528 Hippach, Mrs. Louis Albert (Ida Sophia Fischer)
## 529 Kassem, Mr. Fared
## 530 Farrell, Mr. James
## 531 Ridsdale, Miss. Lucy
## 532 Farthing, Mr. John
## 533 Salonen, Mr. Johan Werner
## 534 Hocking, Mr. Richard George
## 535 Quick, Miss. Phyllis May
## 536 Toufik, Mr. Nakli
## 537 Elias, Mr. Joseph Jr
## 538 Peter, Mrs. Catherine (Catherine Rizk)
## 539 Cacic, Miss. Marija
## 540 Hart, Miss. Eva Miriam
## 541 Butt, Major. Archibald Willingham
## 542 LeRoy, Miss. Bertha
## 543 Risien, Mr. Samuel Beard
## 544 Frolicher, Miss. Hedwig Margaritha
## 545 Crosby, Miss. Harriet R
## 546 Andersson, Miss. Ingeborg Constanzia
## 547 Andersson, Miss. Sigrid Elisabeth
## 548 Beane, Mr. Edward
## 549 Douglas, Mr. Walter Donald
## 550 Nicholson, Mr. Arthur Ernest
## 551 Beane, Mrs. Edward (Ethel Clarke)
## 552 Padro y Manent, Mr. Julian
## 553 Goldsmith, Mr. Frank John
## 554 Davies, Master. John Morgan Jr
## 555 Thayer, Mr. John Borland Jr
## 556 Sharp, Mr. Percival James R
## 557 O'Brien, Mr. Timothy
## 558 Leeni, Mr. Fahim ("Philip Zenni")
## 559 Ohman, Miss. Velin
## 560 Wright, Mr. George
## 561 Duff Gordon, Lady. (Lucille Christiana Sutherland) ("Mrs Morgan")
## 562 Robbins, Mr. Victor
## 563 Taussig, Mrs. Emil (Tillie Mandelbaum)
## 564 de Messemaeker, Mrs. Guillaume Joseph (Emma)
## 565 Morrow, Mr. Thomas Rowan
## 566 Sivic, Mr. Husein
## 567 Norman, Mr. Robert Douglas
## 568 Simmons, Mr. John
## 569 Meanwell, Miss. (Marion Ogden)
## 570 Davies, Mr. Alfred J
## 571 Stoytcheff, Mr. Ilia
## 572 Palsson, Mrs. Nils (Alma Cornelia Berglund)
## 573 Doharr, Mr. Tannous
## 574 Jonsson, Mr. Carl
## 575 Harris, Mr. George
## 576 Appleton, Mrs. Edward Dale (Charlotte Lamson)
## 577 Flynn, Mr. John Irwin ("Irving")
## 578 Kelly, Miss. Mary
## 579 Rush, Mr. Alfred George John
## 580 Patchett, Mr. George
## 581 Garside, Miss. Ethel
## 582 Silvey, Mrs. William Baird (Alice Munger)
## 583 Caram, Mrs. Joseph (Maria Elias)
## 584 Jussila, Mr. Eiriik
## 585 Christy, Miss. Julie Rachel
## 586 Thayer, Mrs. John Borland (Marian Longstreth Morris)
## 587 Downton, Mr. William James
## 588 Ross, Mr. John Hugo
## 589 Paulner, Mr. Uscher
## 590 Taussig, Miss. Ruth
## 591 Jarvis, Mr. John Denzil
## 592 Frolicher-Stehli, Mr. Maxmillian
## 593 Gilinski, Mr. Eliezer
## 594 Murdlin, Mr. Joseph
## 595 Rintamaki, Mr. Matti
## 596 Stephenson, Mrs. Walter Bertram (Martha Eustis)
## 597 Elsbury, Mr. William James
## 598 Bourke, Miss. Mary
## 599 Chapman, Mr. John Henry
## 600 Van Impe, Mr. Jean Baptiste
## 601 Leitch, Miss. Jessie Wills
## 602 Johnson, Mr. Alfred
## 603 Boulos, Mr. Hanna
## 604 Duff Gordon, Sir. Cosmo Edmund ("Mr Morgan")
## 605 Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)
## 606 Slabenoff, Mr. Petco
## 607 Harrington, Mr. Charles H
## 608 Torber, Mr. Ernst William
## 609 Homer, Mr. Harry ("Mr E Haven")
## 610 Lindell, Mr. Edvard Bengtsson
## 611 Karaic, Mr. Milan
## 612 Daniel, Mr. Robert Williams
## 613 Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)
## 614 Shutes, Miss. Elizabeth W
## 615 Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)
## 616 Jardin, Mr. Jose Neto
## 617 Murphy, Miss. Margaret Jane
## 618 Horgan, Mr. John
## 619 Brocklebank, Mr. William Alfred
## 620 Herman, Miss. Alice
## 621 Danbom, Mr. Ernst Gilbert
## 622 Lobb, Mrs. William Arthur (Cordelia K Stanlick)
## 623 Becker, Miss. Marion Louise
## 624 Gavey, Mr. Lawrence
## 625 Yasbeck, Mr. Antoni
## 626 Kimball, Mr. Edwin Nelson Jr
## 627 Nakid, Mr. Sahid
## 628 Hansen, Mr. Henry Damsgaard
## 629 Bowen, Mr. David John "Dai"
## 630 Sutton, Mr. Frederick
## 631 Kirkland, Rev. Charles Leonard
## 632 Longley, Miss. Gretchen Fiske
## 633 Bostandyeff, Mr. Guentcho
## 634 O'Connell, Mr. Patrick D
## 635 Barkworth, Mr. Algernon Henry Wilson
## 636 Lundahl, Mr. Johan Svensson
## 637 Stahelin-Maeglin, Dr. Max
## 638 Parr, Mr. William Henry Marsh
## 639 Skoog, Miss. Mabel
## 640 Davis, Miss. Mary
## 641 Leinonen, Mr. Antti Gustaf
## 642 Collyer, Mr. Harvey
## 643 Panula, Mrs. Juha (Maria Emilia Ojala)
## 644 Thorneycroft, Mr. Percival
## 645 Jensen, Mr. Hans Peder
## 646 Sagesser, Mlle. Emma
## 647 Skoog, Miss. Margit Elizabeth
## 648 Foo, Mr. Choong
## 649 Baclini, Miss. Eugenie
## 650 Harper, Mr. Henry Sleeper
## 651 Cor, Mr. Liudevit
## 652 Simonius-Blumer, Col. Oberst Alfons
## 653 Willey, Mr. Edward
## 654 Stanley, Miss. Amy Zillah Elsie
## 655 Mitkoff, Mr. Mito
## 656 Doling, Miss. Elsie
## 657 Kalvik, Mr. Johannes Halvorsen
## 658 O'Leary, Miss. Hanora "Norah"
## 659 Hegarty, Miss. Hanora "Nora"
## 660 Hickman, Mr. Leonard Mark
## 661 Radeff, Mr. Alexander
## 662 Bourke, Mrs. John (Catherine)
## 663 Eitemiller, Mr. George Floyd
## 664 Newell, Mr. Arthur Webster
## 665 Frauenthal, Dr. Henry William
## 666 Badt, Mr. Mohamed
## 667 Colley, Mr. Edward Pomeroy
## 668 Coleff, Mr. Peju
## 669 Lindqvist, Mr. Eino William
## 670 Hickman, Mr. Lewis
## 671 Butler, Mr. Reginald Fenton
## 672 Rommetvedt, Mr. Knud Paust
## 673 Cook, Mr. Jacob
## 674 Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright)
## 675 Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)
## 676 Davidson, Mr. Thornton
## 677 Mitchell, Mr. Henry Michael
## 678 Wilhelms, Mr. Charles
## 679 Watson, Mr. Ennis Hastings
## 680 Edvardsson, Mr. Gustaf Hjalmar
## 681 Sawyer, Mr. Frederick Charles
## 682 Turja, Miss. Anna Sofia
## 683 Goodwin, Mrs. Frederick (Augusta Tyler)
## 684 Cardeza, Mr. Thomas Drake Martinez
## 685 Peters, Miss. Katie
## 686 Hassab, Mr. Hammad
## 687 Olsvigen, Mr. Thor Anderson
## 688 Goodwin, Mr. Charles Edward
## 689 Brown, Mr. Thomas William Solomon
## 690 Laroche, Mr. Joseph Philippe Lemercier
## 691 Panula, Mr. Jaako Arnold
## 692 Dakic, Mr. Branko
## 693 Fischer, Mr. Eberhard Thelander
## 694 Madill, Miss. Georgette Alexandra
## 695 Dick, Mr. Albert Adrian
## 696 Karun, Miss. Manca
## 697 Lam, Mr. Ali
## 698 Saad, Mr. Khalil
## 699 Weir, Col. John
## 700 Chapman, Mr. Charles Henry
## 701 Kelly, Mr. James
## 702 Mullens, Miss. Katherine "Katie"
## 703 Thayer, Mr. John Borland
## 704 Humblen, Mr. Adolf Mathias Nicolai Olsen
## 705 Astor, Mrs. John Jacob (Madeleine Talmadge Force)
## 706 Silverthorne, Mr. Spencer Victor
## 707 Barbara, Miss. Saiide
## 708 Gallagher, Mr. Martin
## 709 Hansen, Mr. Henrik Juul
## 710 Morley, Mr. Henry Samuel ("Mr Henry Marshall")
## 711 Kelly, Mrs. Florence "Fannie"
## 712 Calderhead, Mr. Edward Pennington
## 713 Cleaver, Miss. Alice
## 714 Moubarek, Master. Halim Gonios ("William George")
## 715 Mayne, Mlle. Berthe Antonine ("Mrs de Villiers")
## 716 Klaber, Mr. Herman
## 717 Taylor, Mr. Elmer Zebley
## 718 Larsson, Mr. August Viktor
## 719 Greenberg, Mr. Samuel
## 720 Soholt, Mr. Peter Andreas Lauritz Andersen
## 721 Endres, Miss. Caroline Louise
## 722 Troutt, Miss. Edwina Celia "Winnie"
## 723 McEvoy, Mr. Michael
## 724 Johnson, Mr. Malkolm Joackim
## 725 Harper, Miss. Annie Jessie "Nina"
## 726 Jensen, Mr. Svend Lauritz
## 727 Gillespie, Mr. William Henry
## 728 Hodges, Mr. Henry Price
## 729 Chambers, Mr. Norman Campbell
## 730 Oreskovic, Mr. Luka
## 731 Renouf, Mrs. Peter Henry (Lillian Jefferys)
## 732 Mannion, Miss. Margareth
## 733 Bryhl, Mr. Kurt Arnold Gottfrid
## 734 Ilmakangas, Miss. Pieta Sofia
## 735 Allen, Miss. Elisabeth Walton
## 736 Hassan, Mr. Houssein G N
## 737 Knight, Mr. Robert J
## 738 Berriman, Mr. William John
## 739 Troupiansky, Mr. Moses Aaron
## 740 Williams, Mr. Leslie
## 741 Ford, Mrs. Edward (Margaret Ann Watson)
## 742 Lesurer, Mr. Gustave J
## 743 Ivanoff, Mr. Kanio
## 744 Nankoff, Mr. Minko
## 745 Hawksford, Mr. Walter James
## 746 Cavendish, Mr. Tyrell William
## 747 Ryerson, Miss. Susan Parker "Suzette"
## 748 McNamee, Mr. Neal
## 749 Stranden, Mr. Juho
## 750 Crosby, Capt. Edward Gifford
## 751 Abbott, Mr. Rossmore Edward
## 752 Sinkkonen, Miss. Anna
## 753 Marvin, Mr. Daniel Warner
## 754 Connaghton, Mr. Michael
## 755 Wells, Miss. Joan
## 756 Moor, Master. Meier
## 757 Vande Velde, Mr. Johannes Joseph
## 758 Jonkoff, Mr. Lalio
## 759 Herman, Mrs. Samuel (Jane Laver)
## 760 Hamalainen, Master. Viljo
## 761 Carlsson, Mr. August Sigfrid
## 762 Bailey, Mr. Percy Andrew
## 763 Theobald, Mr. Thomas Leonard
## 764 Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)
## 765 Garfirth, Mr. John
## 766 Nirva, Mr. Iisakki Antino Aijo
## 767 Barah, Mr. Hanna Assi
## 768 Carter, Mrs. William Ernest (Lucile Polk)
## 769 Eklund, Mr. Hans Linus
## 770 Hogeboom, Mrs. John C (Anna Andrews)
## 771 Brewe, Dr. Arthur Jackson
## 772 Mangan, Miss. Mary
## 773 Moran, Mr. Daniel J
## 774 Gronnestad, Mr. Daniel Danielsen
## 775 Lievens, Mr. Rene Aime
## 776 Jensen, Mr. Niels Peder
## 777 Mack, Mrs. (Mary)
## 778 Elias, Mr. Dibo
## 779 Hocking, Mrs. Elizabeth (Eliza Needs)
## 780 Myhrman, Mr. Pehr Fabian Oliver Malkolm
## 781 Tobin, Mr. Roger
## 782 Emanuel, Miss. Virginia Ethel
## 783 Kilgannon, Mr. Thomas J
## 784 Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)
## 785 Ayoub, Miss. Banoura
## 786 Dick, Mrs. Albert Adrian (Vera Gillespie)
## 787 Long, Mr. Milton Clyde
## 788 Johnston, Mr. Andrew G
## 789 Ali, Mr. William
## 790 Harmer, Mr. Abraham (David Lishin)
## 791 Sjoblom, Miss. Anna Sofia
## 792 Rice, Master. George Hugh
## 793 Dean, Master. Bertram Vere
## 794 Guggenheim, Mr. Benjamin
## 795 Keane, Mr. Andrew "Andy"
## 796 Gaskell, Mr. Alfred
## 797 Sage, Miss. Stella Anna
## 798 Hoyt, Mr. William Fisher
## 799 Dantcheff, Mr. Ristiu
## 800 Otter, Mr. Richard
## 801 Leader, Dr. Alice (Farnham)
## 802 Osman, Mrs. Mara
## 803 Ibrahim Shawah, Mr. Yousseff
## 804 Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)
## 805 Ponesell, Mr. Martin
## 806 Collyer, Mrs. Harvey (Charlotte Annie Tate)
## 807 Carter, Master. William Thornton II
## 808 Thomas, Master. Assad Alexander
## 809 Hedman, Mr. Oskar Arvid
## 810 Johansson, Mr. Karl Johan
## 811 Andrews, Mr. Thomas Jr
## 812 Pettersson, Miss. Ellen Natalia
## 813 Meyer, Mr. August
## 814 Chambers, Mrs. Norman Campbell (Bertha Griggs)
## 815 Alexander, Mr. William
## 816 Lester, Mr. James
## 817 Slemen, Mr. Richard James
## 818 Andersson, Miss. Ebba Iris Alfrida
## 819 Tomlin, Mr. Ernest Portage
## 820 Fry, Mr. Richard
## 821 Heininen, Miss. Wendla Maria
## 822 Mallet, Mr. Albert
## 823 Holm, Mr. John Fredrik Alexander
## 824 Skoog, Master. Karl Thorsten
## 825 Hays, Mrs. Charles Melville (Clara Jennings Gregg)
## 826 Lulic, Mr. Nikola
## 827 Reuchlin, Jonkheer. John George
## 828 Moor, Mrs. (Beila)
## 829 Panula, Master. Urho Abraham
## 830 Flynn, Mr. John
## 831 Lam, Mr. Len
## 832 Mallet, Master. Andre
## 833 McCormack, Mr. Thomas Joseph
## 834 Stone, Mrs. George Nelson (Martha Evelyn)
## 835 Yasbeck, Mrs. Antoni (Selini Alexander)
## 836 Richards, Master. George Sibley
## 837 Saad, Mr. Amin
## 838 Augustsson, Mr. Albert
## 839 Allum, Mr. Owen George
## 840 Compton, Miss. Sara Rebecca
## 841 Pasic, Mr. Jakob
## 842 Sirota, Mr. Maurice
## 843 Chip, Mr. Chang
## 844 Marechal, Mr. Pierre
## 845 Alhomaki, Mr. Ilmari Rudolf
## 846 Mudd, Mr. Thomas Charles
## 847 Serepeca, Miss. Augusta
## 848 Lemberopolous, Mr. Peter L
## 849 Culumovic, Mr. Jeso
## 850 Abbing, Mr. Anthony
## 851 Sage, Mr. Douglas Bullen
## 852 Markoff, Mr. Marin
## 853 Harper, Rev. John
## 854 Goldenberg, Mrs. Samuel L (Edwiga Grabowska)
## 855 Andersson, Master. Sigvard Harald Elias
## 856 Svensson, Mr. Johan
## 857 Boulos, Miss. Nourelain
## 858 Lines, Miss. Mary Conover
## 859 Carter, Mrs. Ernest Courtenay (Lilian Hughes)
## 860 Aks, Mrs. Sam (Leah Rosen)
## 861 Wick, Mrs. George Dennick (Mary Hitchcock)
## 862 Daly, Mr. Peter Denis
## 863 Baclini, Mrs. Solomon (Latifa Qurban)
## 864 Razi, Mr. Raihed
## 865 Hansen, Mr. Claus Peter
## 866 Giles, Mr. Frederick Edward
## 867 Swift, Mrs. Frederick Joel (Margaret Welles Barron)
## 868 Sage, Miss. Dorothy Edith "Dolly"
## 869 Gill, Mr. John William
## 870 Bystrom, Mrs. (Karolina)
## 871 Duran y More, Miss. Asuncion
## 872 Roebling, Mr. Washington Augustus II
## 873 van Melkebeke, Mr. Philemon
## 874 Johnson, Master. Harold Theodor
## 875 Balkic, Mr. Cerin
## 876 Beckwith, Mrs. Richard Leonard (Sallie Monypeny)
## 877 Carlsson, Mr. Frans Olof
## 878 Vander Cruyssen, Mr. Victor
## 879 Abelson, Mrs. Samuel (Hannah Wizosky)
## 880 Najib, Miss. Adele Kiamie "Jane"
## 881 Gustafsson, Mr. Alfred Ossian
## 882 Petroff, Mr. Nedelio
## 883 Laleff, Mr. Kristo
## 884 Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)
## 885 Shelley, Mrs. William (Imanita Parrish Hall)
## 886 Markun, Mr. Johann
## 887 Dahlberg, Miss. Gerda Ulrika
## 888 Banfield, Mr. Frederick James
## 889 Sutehall, Mr. Henry Jr
## 890 Rice, Mrs. William (Margaret Norton)
## 891 Montvila, Rev. Juozas
## 892 Graham, Miss. Margaret Edith
## 893 Johnston, Miss. Catherine Helen "Carrie"
## 894 Behr, Mr. Karl Howell
## 895 Dooley, Mr. Patrick
## Sex Age SibSp Parch Ticket Fare Cabin
## 1 male 22.00 1 0 A/5 21171 7.25
## 2 female 38.00 1 0 PC 17599 712.833 C85
## 3 female 26.00 0 0 STON/O2. 3101282 7.925
## 4 female 35.00 1 0 113803 53.1 C123
## 5 male 35.00 0 0 373450 8.05
## 6 male 28.00 0 0 330877 84.583
## 7 male 54.00 0 0 17463 518.625 E46
## 8 male 2.00 3 1 349909 21.075
## 9 female 27.00 0 2 347742 111.333
## 10 female 14.00 1 0 237736 300.708
## 11 female 4.00 1 1 PP 9549 16.7 G6
## 12 female 58.00 0 0 113783 26.55 C103
## 13 male 20.00 0 0 A/5. 2151 8.05
## 14 male 39.00 1 5 347082 31.275
## 15 female 14.00 0 0 350406 78.542
## 16 female 55.00 0 0 248706 16
## 17 male 2.00 4 1 382652 29.125
## 18 male 28.00 0 0 244373 13
## 19 female 31.00 1 0 345763 18
## 20 female 28.00 0 0 2649 7.225
## 21 male 35.00 0 0 239865 26
## 22 male 34.00 0 0 248698 13 D56
## 23 female 15.00 0 0 330923 80.292
## 24 male 28.00 0 0 113788 35.5 A6
## 25 female 8.00 3 1 349909 21.075
## 26 female 38.00 1 5 347077 313.875
## 27 male 28.00 0 0 2631 7.225
## 28 male 19.00 3 2 19950 263 C23 C25 C27
## 29 female 28.00 0 0 330959 78.792
## 30 male 28.00 0 0 349216 78.958
## 31 male 40.00 0 0 PC 17601 277.208
## 32 female 28.00 1 0 PC 17569 1.465.208 B78
## 33 female 28.00 0 0 335677 7.75
## 34 male 66.00 0 0 C.A. 24579 10.5
## 35 male 28.00 1 0 PC 17604 821.708
## 36 male 42.00 1 0 113789 52
## 37 male 28.00 0 0 2677 72.292
## 38 male 21.00 0 0 A./5. 2152 8.05
## 39 female 18.00 2 0 345764 18
## 40 female 14.00 1 0 2651 112.417
## 41 female 40.00 1 0 7546 9.475
## 42 female 27.00 1 0 11668 21
## 43 male 28.00 0 0 349253 78.958
## 44 female 3.00 1 2 SC/Paris 2123 415.792
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colSums(is.na(dt))
## PassengerId Survived Pclass Name Sex Age
## 0 0 0 0 0 0
## SibSp Parch Ticket Fare Cabin Embarked
## 0 0 0 0 0 0
summary(dt)
## PassengerId Survived Pclass Name
## Min. : 1.0 Min. :0.0000 Min. :1.000 Length:895
## 1st Qu.:220.5 1st Qu.:0.0000 1st Qu.:2.000 Class :character
## Median :444.0 Median :0.0000 Median :3.000 Mode :character
## Mean :444.1 Mean :0.3821 Mean :2.312
## 3rd Qu.:667.5 3rd Qu.:1.0000 3rd Qu.:3.000
## Max. :891.0 Max. :1.0000 Max. :3.000
## Sex Age SibSp Parch
## Length:895 Min. : 0.42 Min. :0.0000 Min. :0.0000
## Class :character 1st Qu.:22.00 1st Qu.:0.0000 1st Qu.:0.0000
## Mode :character Median :28.00 Median :0.0000 Median :0.0000
## Mean :29.36 Mean :0.5207 Mean :0.3799
## 3rd Qu.:35.00 3rd Qu.:1.0000 3rd Qu.:0.0000
## Max. :80.00 Max. :8.0000 Max. :6.0000
## Ticket Fare Cabin Embarked
## Length:895 Length:895 Length:895 Length:895
## Class :character Class :character Class :character Class :character
## Mode :character Mode :character Mode :character Mode :character
##
##
##
Q1 <- quantile(dt$Age, 0.25)
Q3 <- quantile(dt$Age, 0.75)
IQR <- Q3 - Q1
lower_bound <- Q1 - 1.5 * IQR
upper_bound <- Q3 + 1.5 * IQR
outliersa <- dt$Age < lower_bound
outliers <- dt$Age > upper_bound
sum(outliersa)
## [1] 24
sum(outliers)
## [1] 42
boxplot(dt$Age, main = "Boxplot Age", col = "lightblue")
dt$Age[outliers] <- ifelse(dt$Age[outliers] < lower_bound, lower_bound, upper_bound)
sum(duplicated(dt))
## [1] 4
dt <- dt[!duplicated(dt), ]
summary(dt)
## PassengerId Survived Pclass Name
## Min. : 1.0 Min. :0.0000 Min. :1.000 Length:891
## 1st Qu.:223.5 1st Qu.:0.0000 1st Qu.:2.000 Class :character
## Median :446.0 Median :0.0000 Median :3.000 Mode :character
## Mean :446.0 Mean :0.3838 Mean :2.309
## 3rd Qu.:668.5 3rd Qu.:1.0000 3rd Qu.:3.000
## Max. :891.0 Max. :1.0000 Max. :3.000
## Sex Age SibSp Parch
## Length:891 Min. : 0.42 Min. :0.000 Min. :0.0000
## Class :character 1st Qu.:22.00 1st Qu.:0.000 1st Qu.:0.0000
## Mode :character Median :28.00 Median :0.000 Median :0.0000
## Mean :29.01 Mean :0.523 Mean :0.3816
## 3rd Qu.:35.00 3rd Qu.:1.000 3rd Qu.:0.0000
## Max. :54.50 Max. :8.000 Max. :6.0000
## Ticket Fare Cabin Embarked
## Length:891 Length:891 Length:891 Length:891
## Class :character Class :character Class :character Class :character
## Mode :character Mode :character Mode :character Mode :character
##
##
##