For use with forcats::fct_relabel.
labels_to_level(.data, .labels)Data frame or tibble.
Output from extract_variable_label.
Data frame or tibble
library(dplyr)
vlabels = extract_variable_label(colon_s)
colon_s %>%
select(sex.factor, obstruct.factor) %>%
tidyr::gather() %>%
mutate(
key = forcats::fct_relabel(key, labels_to_level, vlabels)
)
#> Warning: attributes are not identical across measure variables; they will be dropped
#> key value
#> 1 Sex Male
#> 2 Sex Male
#> 3 Sex Female
#> 4 Sex Female
#> 5 Sex Male
#> 6 Sex Female
#> 7 Sex Male
#> 8 Sex Male
#> 9 Sex Male
#> 10 Sex Female
#> 11 Sex Female
#> 12 Sex Male
#> 13 Sex Male
#> 14 Sex Male
#> 15 Sex Male
#> 16 Sex Male
#> 17 Sex Male
#> 18 Sex Male
#> 19 Sex Female
#> 20 Sex Female
#> 21 Sex Male
#> 22 Sex Male
#> 23 Sex Female
#> 24 Sex Female
#> 25 Sex Female
#> 26 Sex Male
#> 27 Sex Female
#> 28 Sex Female
#> 29 Sex Female
#> 30 Sex Male
#> 31 Sex Female
#> 32 Sex Female
#> 33 Sex Female
#> 34 Sex Male
#> 35 Sex Female
#> 36 Sex Female
#> 37 Sex Male
#> 38 Sex Female
#> 39 Sex Male
#> 40 Sex Male
#> 41 Sex Male
#> 42 Sex Female
#> 43 Sex Male
#> 44 Sex Female
#> 45 Sex Male
#> 46 Sex Female
#> 47 Sex Female
#> 48 Sex Female
#> 49 Sex Male
#> 50 Sex Male
#> 51 Sex Female
#> 52 Sex Female
#> 53 Sex Male
#> 54 Sex Female
#> 55 Sex Male
#> 56 Sex Male
#> 57 Sex Male
#> 58 Sex Female
#> 59 Sex Female
#> 60 Sex Female
#> 61 Sex Male
#> 62 Sex Male
#> 63 Sex Female
#> 64 Sex Female
#> 65 Sex Female
#> 66 Sex Female
#> 67 Sex Male
#> 68 Sex Male
#> 69 Sex Female
#> 70 Sex Female
#> 71 Sex Female
#> 72 Sex Female
#> 73 Sex Male
#> 74 Sex Female
#> 75 Sex Female
#> 76 Sex Female
#> 77 Sex Female
#> 78 Sex Male
#> 79 Sex Male
#> 80 Sex Female
#> 81 Sex Male
#> 82 Sex Female
#> 83 Sex Male
#> 84 Sex Male
#> 85 Sex Male
#> 86 Sex Female
#> 87 Sex Female
#> 88 Sex Male
#> 89 Sex Female
#> 90 Sex Male
#> 91 Sex Male
#> 92 Sex Male
#> 93 Sex Male
#> 94 Sex Female
#> 95 Sex Male
#> 96 Sex Male
#> 97 Sex Female
#> 98 Sex Male
#> 99 Sex Male
#> 100 Sex Female
#> 101 Sex Male
#> 102 Sex Male
#> 103 Sex Male
#> 104 Sex Female
#> 105 Sex Female
#> 106 Sex Male
#> 107 Sex Female
#> 108 Sex Female
#> 109 Sex Female
#> 110 Sex Female
#> 111 Sex Male
#> 112 Sex Male
#> 113 Sex Female
#> 114 Sex Male
#> 115 Sex Male
#> 116 Sex Male
#> 117 Sex Female
#> 118 Sex Female
#> 119 Sex Female
#> 120 Sex Female
#> 121 Sex Female
#> 122 Sex Female
#> 123 Sex Female
#> 124 Sex Male
#> 125 Sex Male
#> 126 Sex Male
#> 127 Sex Female
#> 128 Sex Male
#> 129 Sex Male
#> 130 Sex Male
#> 131 Sex Female
#> 132 Sex Female
#> 133 Sex Female
#> 134 Sex Female
#> 135 Sex Male
#> 136 Sex Male
#> 137 Sex Male
#> 138 Sex Female
#> 139 Sex Male
#> 140 Sex Female
#> 141 Sex Male
#> 142 Sex Male
#> 143 Sex Female
#> 144 Sex Female
#> 145 Sex Female
#> 146 Sex Female
#> 147 Sex Male
#> 148 Sex Male
#> 149 Sex Female
#> 150 Sex Female
#> 151 Sex Male
#> 152 Sex Female
#> 153 Sex Male
#> 154 Sex Male
#> 155 Sex Male
#> 156 Sex Male
#> 157 Sex Female
#> 158 Sex Female
#> 159 Sex Male
#> 160 Sex Female
#> 161 Sex Male
#> 162 Sex Female
#> 163 Sex Male
#> 164 Sex Female
#> 165 Sex Female
#> 166 Sex Male
#> 167 Sex Female
#> 168 Sex Male
#> 169 Sex Male
#> 170 Sex Female
#> 171 Sex Male
#> 172 Sex Male
#> 173 Sex Female
#> 174 Sex Female
#> 175 Sex Male
#> 176 Sex Female
#> 177 Sex Male
#> 178 Sex Male
#> 179 Sex Female
#> 180 Sex Male
#> 181 Sex Female
#> 182 Sex Female
#> 183 Sex Female
#> 184 Sex Female
#> 185 Sex Male
#> 186 Sex Female
#> 187 Sex Female
#> 188 Sex Male
#> 189 Sex Male
#> 190 Sex Male
#> 191 Sex Female
#> 192 Sex Male
#> 193 Sex Female
#> 194 Sex Female
#> 195 Sex Male
#> 196 Sex Female
#> 197 Sex Female
#> 198 Sex Male
#> 199 Sex Female
#> 200 Sex Female
#> 201 Sex Male
#> 202 Sex Male
#> 203 Sex Male
#> 204 Sex Female
#> 205 Sex Female
#> 206 Sex Female
#> 207 Sex Female
#> 208 Sex Male
#> 209 Sex Female
#> 210 Sex Male
#> 211 Sex Male
#> 212 Sex Male
#> 213 Sex Male
#> 214 Sex Male
#> 215 Sex Female
#> 216 Sex Female
#> 217 Sex Female
#> 218 Sex Male
#> 219 Sex Male
#> 220 Sex Male
#> 221 Sex Male
#> 222 Sex Female
#> 223 Sex Female
#> 224 Sex Male
#> 225 Sex Male
#> 226 Sex Female
#> 227 Sex Female
#> 228 Sex Male
#> 229 Sex Male
#> 230 Sex Female
#> 231 Sex Female
#> 232 Sex Male
#> 233 Sex Male
#> 234 Sex Male
#> 235 Sex Male
#> 236 Sex Female
#> 237 Sex Female
#> 238 Sex Female
#> 239 Sex Male
#> 240 Sex Female
#> 241 Sex Male
#> 242 Sex Male
#> 243 Sex Female
#> 244 Sex Female
#> 245 Sex Female
#> 246 Sex Male
#> 247 Sex Female
#> 248 Sex Female
#> 249 Sex Female
#> 250 Sex Male
#> 251 Sex Male
#> 252 Sex Female
#> 253 Sex Male
#> 254 Sex Female
#> 255 Sex Male
#> 256 Sex Female
#> 257 Sex Female
#> 258 Sex Male
#> 259 Sex Female
#> 260 Sex Female
#> 261 Sex Female
#> 262 Sex Female
#> 263 Sex Male
#> 264 Sex Male
#> 265 Sex Male
#> 266 Sex Male
#> 267 Sex Male
#> 268 Sex Male
#> 269 Sex Female
#> 270 Sex Female
#> 271 Sex Female
#> 272 Sex Male
#> 273 Sex Male
#> 274 Sex Female
#> 275 Sex Male
#> 276 Sex Female
#> 277 Sex Male
#> 278 Sex Female
#> 279 Sex Female
#> 280 Sex Male
#> 281 Sex Male
#> 282 Sex Female
#> 283 Sex Female
#> 284 Sex Male
#> 285 Sex Female
#> 286 Sex Female
#> 287 Sex Male
#> 288 Sex Male
#> 289 Sex Male
#> 290 Sex Female
#> 291 Sex Male
#> 292 Sex Female
#> 293 Sex Male
#> 294 Sex Male
#> 295 Sex Female
#> 296 Sex Female
#> 297 Sex Male
#> 298 Sex Male
#> 299 Sex Male
#> 300 Sex Female
#> 301 Sex Male
#> 302 Sex Female
#> 303 Sex Female
#> 304 Sex Male
#> 305 Sex Female
#> 306 Sex Male
#> 307 Sex Female
#> 308 Sex Male
#> 309 Sex Female
#> 310 Sex Female
#> 311 Sex Male
#> 312 Sex Male
#> 313 Sex Female
#> 314 Sex Female
#> 315 Sex Male
#> 316 Sex Female
#> 317 Sex Female
#> 318 Sex Male
#> 319 Sex Male
#> 320 Sex Female
#> 321 Sex Female
#> 322 Sex Female
#> 323 Sex Male
#> 324 Sex Female
#> 325 Sex Female
#> 326 Sex Female
#> 327 Sex Female
#> 328 Sex Female
#> 329 Sex Male
#> 330 Sex Male
#> 331 Sex Female
#> 332 Sex Male
#> 333 Sex Male
#> 334 Sex Male
#> 335 Sex Male
#> 336 Sex Female
#> 337 Sex Female
#> 338 Sex Male
#> 339 Sex Female
#> 340 Sex Female
#> 341 Sex Female
#> 342 Sex Male
#> 343 Sex Male
#> 344 Sex Male
#> 345 Sex Male
#> 346 Sex Male
#> 347 Sex Male
#> 348 Sex Male
#> 349 Sex Male
#> 350 Sex Female
#> 351 Sex Female
#> 352 Sex Male
#> 353 Sex Female
#> 354 Sex Male
#> 355 Sex Female
#> 356 Sex Male
#> 357 Sex Male
#> 358 Sex Female
#> 359 Sex Female
#> 360 Sex Female
#> 361 Sex Female
#> 362 Sex Male
#> 363 Sex Female
#> 364 Sex Male
#> 365 Sex Female
#> 366 Sex Female
#> 367 Sex Male
#> 368 Sex Female
#> 369 Sex Female
#> 370 Sex Female
#> 371 Sex Male
#> 372 Sex Male
#> 373 Sex Female
#> 374 Sex Male
#> 375 Sex Male
#> 376 Sex Female
#> 377 Sex Female
#> 378 Sex Female
#> 379 Sex Male
#> 380 Sex Male
#> 381 Sex Male
#> 382 Sex Male
#> 383 Sex Male
#> 384 Sex Female
#> 385 Sex Female
#> 386 Sex Female
#> 387 Sex Male
#> 388 Sex Female
#> 389 Sex Male
#> 390 Sex Female
#> 391 Sex Female
#> 392 Sex Female
#> 393 Sex Female
#> 394 Sex Male
#> 395 Sex Male
#> 396 Sex Female
#> 397 Sex Male
#> 398 Sex Male
#> 399 Sex Male
#> 400 Sex Female
#> 401 Sex Male
#> 402 Sex Male
#> 403 Sex Male
#> 404 Sex Male
#> 405 Sex Male
#> 406 Sex Female
#> 407 Sex Male
#> 408 Sex Female
#> 409 Sex Male
#> 410 Sex Male
#> 411 Sex Male
#> 412 Sex Male
#> 413 Sex Female
#> 414 Sex Male
#> 415 Sex Female
#> 416 Sex Male
#> 417 Sex Male
#> 418 Sex Female
#> 419 Sex Male
#> 420 Sex Female
#> 421 Sex Female
#> 422 Sex Female
#> 423 Sex Male
#> 424 Sex Male
#> 425 Sex Male
#> 426 Sex Male
#> 427 Sex Female
#> 428 Sex Male
#> 429 Sex Male
#> 430 Sex Female
#> 431 Sex Male
#> 432 Sex Female
#> 433 Sex Female
#> 434 Sex Female
#> 435 Sex Male
#> 436 Sex Male
#> 437 Sex Male
#> 438 Sex Male
#> 439 Sex Male
#> 440 Sex Male
#> 441 Sex Female
#> 442 Sex Female
#> 443 Sex Male
#> 444 Sex Male
#> 445 Sex Male
#> 446 Sex Male
#> 447 Sex Female
#> 448 Sex Male
#> 449 Sex Female
#> 450 Sex Male
#> 451 Sex Female
#> 452 Sex Male
#> 453 Sex Female
#> 454 Sex Female
#> 455 Sex Male
#> 456 Sex Female
#> 457 Sex Male
#> 458 Sex Female
#> 459 Sex Female
#> 460 Sex Female
#> 461 Sex Male
#> 462 Sex Male
#> 463 Sex Male
#> 464 Sex Male
#> 465 Sex Female
#> 466 Sex Female
#> 467 Sex Male
#> 468 Sex Male
#> 469 Sex Female
#> 470 Sex Male
#> 471 Sex Male
#> 472 Sex Male
#> 473 Sex Female
#> 474 Sex Male
#> 475 Sex Male
#> 476 Sex Female
#> 477 Sex Male
#> 478 Sex Female
#> 479 Sex Female
#> 480 Sex Female
#> 481 Sex Male
#> 482 Sex Female
#> 483 Sex Male
#> 484 Sex Male
#> 485 Sex Female
#> 486 Sex Male
#> 487 Sex Female
#> 488 Sex Female
#> 489 Sex Female
#> 490 Sex Female
#> 491 Sex Female
#> 492 Sex Male
#> 493 Sex Female
#> 494 Sex Female
#> 495 Sex Female
#> 496 Sex Female
#> 497 Sex Female
#> 498 Sex Male
#> 499 Sex Male
#> 500 Sex Male
#> 501 Sex Male
#> 502 Sex Female
#> 503 Sex Male
#> 504 Sex Female
#> 505 Sex Female
#> 506 Sex Male
#> 507 Sex Male
#> 508 Sex Male
#> 509 Sex Male
#> 510 Sex Male
#> 511 Sex Female
#> 512 Sex Female
#> 513 Sex Male
#> 514 Sex Female
#> 515 Sex Male
#> 516 Sex Female
#> 517 Sex Female
#> 518 Sex Female
#> 519 Sex Male
#> 520 Sex Female
#> 521 Sex Male
#> 522 Sex Female
#> 523 Sex Female
#> 524 Sex Female
#> 525 Sex Female
#> 526 Sex Female
#> 527 Sex Male
#> 528 Sex Male
#> 529 Sex Male
#> 530 Sex Male
#> 531 Sex Male
#> 532 Sex Female
#> 533 Sex Male
#> 534 Sex Male
#> 535 Sex Male
#> 536 Sex Female
#> 537 Sex Female
#> 538 Sex Female
#> 539 Sex Male
#> 540 Sex Female
#> 541 Sex Male
#> 542 Sex Male
#> 543 Sex Male
#> 544 Sex Female
#> 545 Sex Male
#> 546 Sex Male
#> 547 Sex Male
#> 548 Sex Male
#> 549 Sex Male
#> 550 Sex Female
#> 551 Sex Female
#> 552 Sex Female
#> 553 Sex Male
#> 554 Sex Female
#> 555 Sex Male
#> 556 Sex Male
#> 557 Sex Female
#> 558 Sex Male
#> 559 Sex Female
#> 560 Sex Male
#> 561 Sex Female
#> 562 Sex Male
#> 563 Sex Male
#> 564 Sex Male
#> 565 Sex Female
#> 566 Sex Male
#> 567 Sex Female
#> 568 Sex Female
#> 569 Sex Male
#> 570 Sex Male
#> 571 Sex Female
#> 572 Sex Male
#> 573 Sex Male
#> 574 Sex Male
#> 575 Sex Male
#> 576 Sex Female
#> 577 Sex Male
#> 578 Sex Female
#> 579 Sex Male
#> 580 Sex Female
#> 581 Sex Female
#> 582 Sex Female
#> 583 Sex Female
#> 584 Sex Male
#> 585 Sex Male
#> 586 Sex Female
#> 587 Sex Female
#> 588 Sex Female
#> 589 Sex Male
#> 590 Sex Male
#> 591 Sex Male
#> 592 Sex Female
#> 593 Sex Female
#> 594 Sex Male
#> 595 Sex Female
#> 596 Sex Female
#> 597 Sex Male
#> 598 Sex Male
#> 599 Sex Male
#> 600 Sex Male
#> 601 Sex Female
#> 602 Sex Female
#> 603 Sex Female
#> 604 Sex Female
#> 605 Sex Male
#> 606 Sex Female
#> 607 Sex Female
#> 608 Sex Female
#> 609 Sex Male
#> 610 Sex Male
#> 611 Sex Female
#> 612 Sex Male
#> 613 Sex Male
#> 614 Sex Male
#> 615 Sex Male
#> 616 Sex Female
#> 617 Sex Female
#> 618 Sex Female
#> 619 Sex Male
#> 620 Sex Female
#> 621 Sex Male
#> 622 Sex Female
#> 623 Sex Male
#> 624 Sex Male
#> 625 Sex Male
#> 626 Sex Male
#> 627 Sex Male
#> 628 Sex Male
#> 629 Sex Female
#> 630 Sex Male
#> 631 Sex Male
#> 632 Sex Female
#> 633 Sex Male
#> 634 Sex Female
#> 635 Sex Male
#> 636 Sex Female
#> 637 Sex Female
#> 638 Sex Female
#> 639 Sex Male
#> 640 Sex Male
#> 641 Sex Female
#> 642 Sex Male
#> 643 Sex Male
#> 644 Sex Male
#> 645 Sex Male
#> 646 Sex Male
#> 647 Sex Male
#> 648 Sex Male
#> 649 Sex Female
#> 650 Sex Female
#> 651 Sex Male
#> 652 Sex Female
#> 653 Sex Male
#> 654 Sex Female
#> 655 Sex Female
#> 656 Sex Male
#> 657 Sex Female
#> 658 Sex Female
#> 659 Sex Male
#> 660 Sex Male
#> 661 Sex Male
#> 662 Sex Male
#> 663 Sex Male
#> 664 Sex Male
#> 665 Sex Male
#> 666 Sex Male
#> 667 Sex Female
#> 668 Sex Male
#> 669 Sex Female
#> 670 Sex Female
#> 671 Sex Male
#> 672 Sex Male
#> 673 Sex Male
#> 674 Sex Male
#> 675 Sex Male
#> 676 Sex Female
#> 677 Sex Male
#> 678 Sex Female
#> 679 Sex Male
#> 680 Sex Female
#> 681 Sex Male
#> 682 Sex Male
#> 683 Sex Male
#> 684 Sex Female
#> 685 Sex Female
#> 686 Sex Male
#> 687 Sex Male
#> 688 Sex Male
#> 689 Sex Male
#> 690 Sex Female
#> 691 Sex Female
#> 692 Sex Female
#> 693 Sex Male
#> 694 Sex Female
#> 695 Sex Female
#> 696 Sex Male
#> 697 Sex Male
#> 698 Sex Male
#> 699 Sex Male
#> 700 Sex Female
#> 701 Sex Female
#> 702 Sex Male
#> 703 Sex Female
#> 704 Sex Male
#> 705 Sex Male
#> 706 Sex Male
#> 707 Sex Male
#> 708 Sex Female
#> 709 Sex Male
#> 710 Sex Male
#> 711 Sex Male
#> 712 Sex Female
#> 713 Sex Male
#> 714 Sex Female
#> 715 Sex Male
#> 716 Sex Male
#> 717 Sex Female
#> 718 Sex Male
#> 719 Sex Female
#> 720 Sex Male
#> 721 Sex Male
#> 722 Sex Male
#> 723 Sex Male
#> 724 Sex Male
#> 725 Sex Female
#> 726 Sex Female
#> 727 Sex Male
#> 728 Sex Male
#> 729 Sex Female
#> 730 Sex Male
#> 731 Sex Female
#> 732 Sex Male
#> 733 Sex Female
#> 734 Sex Male
#> 735 Sex Male
#> 736 Sex Male
#> 737 Sex Female
#> 738 Sex Male
#> 739 Sex Male
#> 740 Sex Male
#> 741 Sex Female
#> 742 Sex Female
#> 743 Sex Male
#> 744 Sex Male
#> 745 Sex Female
#> 746 Sex Male
#> 747 Sex Male
#> 748 Sex Male
#> 749 Sex Female
#> 750 Sex Male
#> 751 Sex Female
#> 752 Sex Male
#> 753 Sex Male
#> 754 Sex Male
#> 755 Sex Male
#> 756 Sex Female
#> 757 Sex Male
#> 758 Sex Female
#> 759 Sex Male
#> 760 Sex Female
#> 761 Sex Female
#> 762 Sex Male
#> 763 Sex Female
#> 764 Sex Male
#> 765 Sex Female
#> 766 Sex Female
#> 767 Sex Female
#> 768 Sex Male
#> 769 Sex Female
#> 770 Sex Male
#> 771 Sex Female
#> 772 Sex Female
#> 773 Sex Female
#> 774 Sex Male
#> 775 Sex Male
#> 776 Sex Female
#> 777 Sex Female
#> 778 Sex Female
#> 779 Sex Male
#> 780 Sex Female
#> 781 Sex Male
#> 782 Sex Female
#> 783 Sex Female
#> 784 Sex Male
#> 785 Sex Male
#> 786 Sex Female
#> 787 Sex Female
#> 788 Sex Female
#> 789 Sex Female
#> 790 Sex Male
#> 791 Sex Female
#> 792 Sex Female
#> 793 Sex Male
#> 794 Sex Male
#> 795 Sex Male
#> 796 Sex Male
#> 797 Sex Male
#> 798 Sex Female
#> 799 Sex Female
#> 800 Sex Female
#> 801 Sex Female
#> 802 Sex Male
#> 803 Sex Female
#> 804 Sex Male
#> 805 Sex Male
#> 806 Sex Female
#> 807 Sex Male
#> 808 Sex Male
#> 809 Sex Male
#> 810 Sex Male
#> 811 Sex Male
#> 812 Sex Male
#> 813 Sex Female
#> 814 Sex Female
#> 815 Sex Female
#> 816 Sex Male
#> 817 Sex Female
#> 818 Sex Male
#> 819 Sex Male
#> 820 Sex Male
#> 821 Sex Male
#> 822 Sex Male
#> 823 Sex Female
#> 824 Sex Female
#> 825 Sex Female
#> 826 Sex Female
#> 827 Sex Male
#> 828 Sex Male
#> 829 Sex Female
#> 830 Sex Female
#> 831 Sex Male
#> 832 Sex Female
#> 833 Sex Male
#> 834 Sex Female
#> 835 Sex Female
#> 836 Sex Female
#> 837 Sex Female
#> 838 Sex Female
#> 839 Sex Female
#> 840 Sex Female
#> 841 Sex Female
#> 842 Sex Female
#> 843 Sex Male
#> 844 Sex Male
#> 845 Sex Female
#> 846 Sex Male
#> 847 Sex Male
#> 848 Sex Female
#> 849 Sex Female
#> 850 Sex Male
#> 851 Sex Male
#> 852 Sex Female
#> 853 Sex Male
#> 854 Sex Female
#> 855 Sex Female
#> 856 Sex Male
#> 857 Sex Female
#> 858 Sex Female
#> 859 Sex Female
#> 860 Sex Female
#> 861 Sex Female
#> 862 Sex Female
#> 863 Sex Female
#> 864 Sex Male
#> 865 Sex Female
#> 866 Sex Male
#> 867 Sex Male
#> 868 Sex Male
#> 869 Sex Female
#> 870 Sex Male
#> 871 Sex Female
#> 872 Sex Female
#> 873 Sex Male
#> 874 Sex Female
#> 875 Sex Male
#> 876 Sex Female
#> 877 Sex Male
#> 878 Sex Male
#> 879 Sex Female
#> 880 Sex Female
#> 881 Sex Female
#> 882 Sex Male
#> 883 Sex Male
#> 884 Sex Male
#> 885 Sex Female
#> 886 Sex Female
#> 887 Sex Male
#> 888 Sex Male
#> 889 Sex Male
#> 890 Sex Male
#> 891 Sex Female
#> 892 Sex Male
#> 893 Sex Female
#> 894 Sex Male
#> 895 Sex Female
#> 896 Sex Male
#> 897 Sex Male
#> 898 Sex Male
#> 899 Sex Female
#> 900 Sex Female
#> 901 Sex Male
#> 902 Sex Male
#> 903 Sex Female
#> 904 Sex Male
#> 905 Sex Female
#> 906 Sex Male
#> 907 Sex Female
#> 908 Sex Female
#> 909 Sex Male
#> 910 Sex Female
#> 911 Sex Male
#> 912 Sex Male
#> 913 Sex Male
#> 914 Sex Female
#> 915 Sex Female
#> 916 Sex Female
#> 917 Sex Female
#> 918 Sex Male
#> 919 Sex Female
#> 920 Sex Female
#> 921 Sex Male
#> 922 Sex Female
#> 923 Sex Male
#> 924 Sex Male
#> 925 Sex Male
#> 926 Sex Female
#> 927 Sex Male
#> 928 Sex Female
#> 929 Sex Female
#> 930 Obstruction <NA>
#> 931 Obstruction No
#> 932 Obstruction No
#> 933 Obstruction Yes
#> 934 Obstruction No
#> 935 Obstruction No
#> 936 Obstruction No
#> 937 Obstruction No
#> 938 Obstruction No
#> 939 Obstruction No
#> 940 Obstruction No
#> 941 Obstruction No
#> 942 Obstruction No
#> 943 Obstruction Yes
#> 944 Obstruction Yes
#> 945 Obstruction No
#> 946 Obstruction Yes
#> 947 Obstruction Yes
#> 948 Obstruction Yes
#> 949 Obstruction No
#> 950 Obstruction <NA>
#> 951 Obstruction Yes
#> 952 Obstruction No
#> 953 Obstruction No
#> 954 Obstruction No
#> 955 Obstruction No
#> 956 Obstruction No
#> 957 Obstruction No
#> 958 Obstruction Yes
#> 959 Obstruction No
#> 960 Obstruction No
#> 961 Obstruction Yes
#> 962 Obstruction No
#> 963 Obstruction No
#> 964 Obstruction No
#> 965 Obstruction No
#> 966 Obstruction No
#> 967 Obstruction No
#> 968 Obstruction No
#> 969 Obstruction No
#> 970 Obstruction No
#> 971 Obstruction Yes
#> 972 Obstruction Yes
#> 973 Obstruction Yes
#> 974 Obstruction No
#> 975 Obstruction No
#> 976 Obstruction No
#> 977 Obstruction Yes
#> 978 Obstruction No
#> 979 Obstruction No
#> 980 Obstruction No
#> 981 Obstruction No
#> 982 Obstruction No
#> 983 Obstruction No
#> 984 Obstruction No
#> 985 Obstruction No
#> 986 Obstruction No
#> 987 Obstruction No
#> 988 Obstruction No
#> 989 Obstruction Yes
#> 990 Obstruction No
#> 991 Obstruction No
#> 992 Obstruction No
#> 993 Obstruction Yes
#> 994 Obstruction No
#> 995 Obstruction No
#> 996 Obstruction No
#> 997 Obstruction No
#> 998 Obstruction No
#> 999 Obstruction No
#> 1000 Obstruction No
#> 1001 Obstruction No
#> 1002 Obstruction No
#> 1003 Obstruction Yes
#> 1004 Obstruction No
#> 1005 Obstruction No
#> 1006 Obstruction No
#> 1007 Obstruction No
#> 1008 Obstruction Yes
#> 1009 Obstruction No
#> 1010 Obstruction No
#> 1011 Obstruction No
#> 1012 Obstruction No
#> 1013 Obstruction Yes
#> 1014 Obstruction No
#> 1015 Obstruction No
#> 1016 Obstruction No
#> 1017 Obstruction No
#> 1018 Obstruction <NA>
#> 1019 Obstruction Yes
#> 1020 Obstruction No
#> 1021 Obstruction No
#> 1022 Obstruction No
#> 1023 Obstruction No
#> 1024 Obstruction <NA>
#> 1025 Obstruction No
#> 1026 Obstruction No
#> 1027 Obstruction No
#> 1028 Obstruction No
#> 1029 Obstruction No
#> 1030 Obstruction No
#> 1031 Obstruction <NA>
#> 1032 Obstruction No
#> 1033 Obstruction No
#> 1034 Obstruction No
#> 1035 Obstruction No
#> 1036 Obstruction No
#> 1037 Obstruction No
#> 1038 Obstruction No
#> 1039 Obstruction No
#> 1040 Obstruction No
#> 1041 Obstruction No
#> 1042 Obstruction No
#> 1043 Obstruction Yes
#> 1044 Obstruction No
#> 1045 Obstruction Yes
#> 1046 Obstruction No
#> 1047 Obstruction No
#> 1048 Obstruction No
#> 1049 Obstruction No
#> 1050 Obstruction No
#> 1051 Obstruction No
#> 1052 Obstruction No
#> 1053 Obstruction No
#> 1054 Obstruction No
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#> 1056 Obstruction No
#> 1057 Obstruction Yes
#> 1058 Obstruction No
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#> 1060 Obstruction No
#> 1061 Obstruction Yes
#> 1062 Obstruction No
#> 1063 Obstruction No
#> 1064 Obstruction Yes
#> 1065 Obstruction Yes
#> 1066 Obstruction No
#> 1067 Obstruction No
#> 1068 Obstruction Yes
#> 1069 Obstruction Yes
#> 1070 Obstruction No
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#> 1074 Obstruction No
#> 1075 Obstruction Yes
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#> 1077 Obstruction No
#> 1078 Obstruction Yes
#> 1079 Obstruction Yes
#> 1080 Obstruction No
#> 1081 Obstruction No
#> 1082 Obstruction Yes
#> 1083 Obstruction Yes
#> 1084 Obstruction Yes
#> 1085 Obstruction No
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#> 1087 Obstruction Yes
#> 1088 Obstruction Yes
#> 1089 Obstruction No
#> 1090 Obstruction Yes
#> 1091 Obstruction No
#> 1092 Obstruction Yes
#> 1093 Obstruction No
#> 1094 Obstruction No
#> 1095 Obstruction Yes
#> 1096 Obstruction No
#> 1097 Obstruction No
#> 1098 Obstruction Yes
#> 1099 Obstruction No
#> 1100 Obstruction No
#> 1101 Obstruction No
#> 1102 Obstruction No
#> 1103 Obstruction No
#> 1104 Obstruction Yes
#> 1105 Obstruction No
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#> 1108 Obstruction No
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#> 1110 Obstruction No
#> 1111 Obstruction No
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#> 1119 Obstruction No
#> 1120 Obstruction No
#> 1121 Obstruction Yes
#> 1122 Obstruction Yes
#> 1123 Obstruction No
#> 1124 Obstruction No
#> 1125 Obstruction No
#> 1126 Obstruction No
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#> 1128 Obstruction No
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#> 1138 Obstruction No
#> 1139 Obstruction No
#> 1140 Obstruction Yes
#> 1141 Obstruction No
#> 1142 Obstruction Yes
#> 1143 Obstruction No
#> 1144 Obstruction No
#> 1145 Obstruction Yes
#> 1146 Obstruction No
#> 1147 Obstruction Yes
#> 1148 Obstruction Yes
#> 1149 Obstruction No
#> 1150 Obstruction Yes
#> 1151 Obstruction No
#> 1152 Obstruction No
#> 1153 Obstruction Yes
#> 1154 Obstruction No
#> 1155 Obstruction No
#> 1156 Obstruction Yes
#> 1157 Obstruction No
#> 1158 Obstruction Yes
#> 1159 Obstruction No
#> 1160 Obstruction No
#> 1161 Obstruction No
#> 1162 Obstruction No
#> 1163 Obstruction <NA>
#> 1164 Obstruction <NA>
#> 1165 Obstruction No
#> 1166 Obstruction No
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#> 1169 Obstruction No
#> 1170 Obstruction No
#> 1171 Obstruction <NA>
#> 1172 Obstruction No
#> 1173 Obstruction Yes
#> 1174 Obstruction Yes
#> 1175 Obstruction No
#> 1176 Obstruction Yes
#> 1177 Obstruction No
#> 1178 Obstruction No
#> 1179 Obstruction No
#> 1180 Obstruction No
#> 1181 Obstruction No
#> 1182 Obstruction No
#> 1183 Obstruction No
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#> 1185 Obstruction No
#> 1186 Obstruction Yes
#> 1187 Obstruction No
#> 1188 Obstruction No
#> 1189 Obstruction No
#> 1190 Obstruction Yes
#> 1191 Obstruction No
#> 1192 Obstruction No
#> 1193 Obstruction No
#> 1194 Obstruction No
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#> 1196 Obstruction No
#> 1197 Obstruction Yes
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#> 1199 Obstruction Yes
#> 1200 Obstruction No
#> 1201 Obstruction No
#> 1202 Obstruction Yes
#> 1203 Obstruction Yes
#> 1204 Obstruction No
#> 1205 Obstruction No
#> 1206 Obstruction No
#> 1207 Obstruction Yes
#> 1208 Obstruction No
#> 1209 Obstruction No
#> 1210 Obstruction No
#> 1211 Obstruction No
#> 1212 Obstruction No
#> 1213 Obstruction Yes
#> 1214 Obstruction No
#> 1215 Obstruction No
#> 1216 Obstruction No
#> 1217 Obstruction No
#> 1218 Obstruction No
#> 1219 Obstruction Yes
#> 1220 Obstruction <NA>
#> 1221 Obstruction No
#> 1222 Obstruction No
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#> 1224 Obstruction No
#> 1225 Obstruction No
#> 1226 Obstruction No
#> 1227 Obstruction No
#> 1228 Obstruction No
#> 1229 Obstruction No
#> 1230 Obstruction No
#> 1231 Obstruction Yes
#> 1232 Obstruction No
#> 1233 Obstruction Yes
#> 1234 Obstruction No
#> 1235 Obstruction No
#> 1236 Obstruction No
#> 1237 Obstruction No
#> 1238 Obstruction Yes
#> 1239 Obstruction No
#> 1240 Obstruction No
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#> 1242 Obstruction No
#> 1243 Obstruction No
#> 1244 Obstruction No
#> 1245 Obstruction No
#> 1246 Obstruction Yes
#> 1247 Obstruction No
#> 1248 Obstruction Yes
#> 1249 Obstruction No
#> 1250 Obstruction No
#> 1251 Obstruction <NA>
#> 1252 Obstruction No
#> 1253 Obstruction No
#> 1254 Obstruction No
#> 1255 Obstruction Yes
#> 1256 Obstruction Yes
#> 1257 Obstruction Yes
#> 1258 Obstruction No
#> 1259 Obstruction No
#> 1260 Obstruction No
#> 1261 Obstruction No
#> 1262 Obstruction No
#> 1263 Obstruction No
#> 1264 Obstruction No
#> 1265 Obstruction No
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#> 1267 Obstruction No
#> 1268 Obstruction No
#> 1269 Obstruction No
#> 1270 Obstruction No
#> 1271 Obstruction No
#> 1272 Obstruction No
#> 1273 Obstruction Yes
#> 1274 Obstruction <NA>
#> 1275 Obstruction No
#> 1276 Obstruction No
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#> 1278 Obstruction No
#> 1279 Obstruction No
#> 1280 Obstruction No
#> 1281 Obstruction No
#> 1282 Obstruction No
#> 1283 Obstruction No
#> 1284 Obstruction Yes
#> 1285 Obstruction No
#> 1286 Obstruction No
#> 1287 Obstruction Yes
#> 1288 Obstruction No
#> 1289 Obstruction No
#> 1290 Obstruction No
#> 1291 Obstruction No
#> 1292 Obstruction No
#> 1293 Obstruction No
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#> 1299 Obstruction No
#> 1300 Obstruction No
#> 1301 Obstruction No
#> 1302 Obstruction <NA>
#> 1303 Obstruction No
#> 1304 Obstruction No
#> 1305 Obstruction No
#> 1306 Obstruction <NA>
#> 1307 Obstruction No
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#> 1315 Obstruction No
#> 1316 Obstruction No
#> 1317 Obstruction No
#> 1318 Obstruction Yes
#> 1319 Obstruction No
#> 1320 Obstruction Yes
#> 1321 Obstruction No
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#> 1324 Obstruction No
#> 1325 Obstruction Yes
#> 1326 Obstruction No
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#> 1330 Obstruction No
#> 1331 Obstruction No
#> 1332 Obstruction Yes
#> 1333 Obstruction No
#> 1334 Obstruction No
#> 1335 Obstruction No
#> 1336 Obstruction <NA>
#> 1337 Obstruction No
#> 1338 Obstruction No
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#> 1340 Obstruction No
#> 1341 Obstruction No
#> 1342 Obstruction No
#> 1343 Obstruction Yes
#> 1344 Obstruction Yes
#> 1345 Obstruction No
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#> 1348 Obstruction No
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#> 1350 Obstruction No
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#> 1360 Obstruction No
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#> 1366 Obstruction Yes
#> 1367 Obstruction No
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#> 1370 Obstruction No
#> 1371 Obstruction <NA>
#> 1372 Obstruction No
#> 1373 Obstruction No
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#> 1376 Obstruction Yes
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#> 1378 Obstruction No
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#> 1380 Obstruction Yes
#> 1381 Obstruction Yes
#> 1382 Obstruction Yes
#> 1383 Obstruction No
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#> 1388 Obstruction Yes
#> 1389 Obstruction No
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#> 1399 Obstruction No
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#> 1407 Obstruction Yes
#> 1408 Obstruction No
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#> 1410 Obstruction Yes
#> 1411 Obstruction Yes
#> 1412 Obstruction No
#> 1413 Obstruction No
#> 1414 Obstruction No
#> 1415 Obstruction No
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#> 1423 Obstruction Yes
#> 1424 Obstruction No
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#> 1426 Obstruction No
#> 1427 Obstruction Yes
#> 1428 Obstruction Yes
#> 1429 Obstruction No
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#> 1438 Obstruction Yes
#> 1439 Obstruction No
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#> 1447 Obstruction Yes
#> 1448 Obstruction No
#> 1449 Obstruction No
#> 1450 Obstruction No
#> 1451 Obstruction No
#> 1452 Obstruction <NA>
#> 1453 Obstruction Yes
#> 1454 Obstruction No
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#> 1465 Obstruction No
#> 1466 Obstruction No
#> 1467 Obstruction No
#> 1468 Obstruction No
#> 1469 Obstruction Yes
#> 1470 Obstruction No
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#> 1481 Obstruction Yes
#> 1482 Obstruction No
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#> 1490 Obstruction Yes
#> 1491 Obstruction No
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#> 1500 Obstruction No
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#> 1511 Obstruction No
#> 1512 Obstruction No
#> 1513 Obstruction Yes
#> 1514 Obstruction No
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#> 1516 Obstruction No
#> 1517 Obstruction Yes
#> 1518 Obstruction No
#> 1519 Obstruction No
#> 1520 Obstruction Yes
#> 1521 Obstruction No
#> 1522 Obstruction Yes
#> 1523 Obstruction No
#> 1524 Obstruction No
#> 1525 Obstruction No
#> 1526 Obstruction Yes
#> 1527 Obstruction Yes
#> 1528 Obstruction No
#> 1529 Obstruction No
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#> 1531 Obstruction No
#> 1532 Obstruction No
#> 1533 Obstruction No
#> 1534 Obstruction No
#> 1535 Obstruction Yes
#> 1536 Obstruction No
#> 1537 Obstruction <NA>
#> 1538 Obstruction Yes
#> 1539 Obstruction No
#> 1540 Obstruction No
#> 1541 Obstruction No
#> 1542 Obstruction No
#> 1543 Obstruction No
#> 1544 Obstruction No
#> 1545 Obstruction Yes
#> 1546 Obstruction No
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#> 1548 Obstruction No
#> 1549 Obstruction No
#> 1550 Obstruction No
#> 1551 Obstruction No
#> 1552 Obstruction No
#> 1553 Obstruction No
#> 1554 Obstruction No
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#> 1556 Obstruction No
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#> 1558 Obstruction No
#> 1559 Obstruction No
#> 1560 Obstruction No
#> 1561 Obstruction Yes
#> 1562 Obstruction Yes
#> 1563 Obstruction No
#> 1564 Obstruction No
#> 1565 Obstruction No
#> 1566 Obstruction Yes
#> 1567 Obstruction No
#> 1568 Obstruction No
#> 1569 Obstruction No
#> 1570 Obstruction No
#> 1571 Obstruction No
#> 1572 Obstruction Yes
#> 1573 Obstruction No
#> 1574 Obstruction No
#> 1575 Obstruction Yes
#> 1576 Obstruction No
#> 1577 Obstruction No
#> 1578 Obstruction No
#> 1579 Obstruction No
#> 1580 Obstruction No
#> 1581 Obstruction No
#> 1582 Obstruction No
#> 1583 Obstruction No
#> 1584 Obstruction Yes
#> 1585 Obstruction No
#> 1586 Obstruction No
#> 1587 Obstruction No
#> 1588 Obstruction No
#> 1589 Obstruction No
#> 1590 Obstruction No
#> 1591 Obstruction No
#> 1592 Obstruction No
#> 1593 Obstruction Yes
#> 1594 Obstruction No
#> 1595 Obstruction Yes
#> 1596 Obstruction Yes
#> 1597 Obstruction Yes
#> 1598 Obstruction No
#> 1599 Obstruction No
#> 1600 Obstruction Yes
#> 1601 Obstruction No
#> 1602 Obstruction No
#> 1603 Obstruction No
#> 1604 Obstruction No
#> 1605 Obstruction Yes
#> 1606 Obstruction No
#> 1607 Obstruction No
#> 1608 Obstruction No
#> 1609 Obstruction No
#> 1610 Obstruction No
#> 1611 Obstruction No
#> 1612 Obstruction No
#> 1613 Obstruction Yes
#> 1614 Obstruction Yes
#> 1615 Obstruction No
#> 1616 Obstruction No
#> 1617 Obstruction No
#> 1618 Obstruction Yes
#> 1619 Obstruction No
#> 1620 Obstruction No
#> 1621 Obstruction No
#> 1622 Obstruction <NA>
#> 1623 Obstruction No
#> 1624 Obstruction No
#> 1625 Obstruction No
#> 1626 Obstruction No
#> 1627 Obstruction No
#> 1628 Obstruction No
#> 1629 Obstruction Yes
#> 1630 Obstruction No
#> 1631 Obstruction No
#> 1632 Obstruction No
#> 1633 Obstruction No
#> 1634 Obstruction No
#> 1635 Obstruction No
#> 1636 Obstruction No
#> 1637 Obstruction No
#> 1638 Obstruction No
#> 1639 Obstruction No
#> 1640 Obstruction No
#> 1641 Obstruction No
#> 1642 Obstruction Yes
#> 1643 Obstruction No
#> 1644 Obstruction No
#> 1645 Obstruction No
#> 1646 Obstruction No
#> 1647 Obstruction No
#> 1648 Obstruction No
#> 1649 Obstruction Yes
#> 1650 Obstruction No
#> 1651 Obstruction No
#> 1652 Obstruction No
#> 1653 Obstruction No
#> 1654 Obstruction Yes
#> 1655 Obstruction No
#> 1656 Obstruction Yes
#> 1657 Obstruction No
#> 1658 Obstruction No
#> 1659 Obstruction Yes
#> 1660 Obstruction No
#> 1661 Obstruction No
#> 1662 Obstruction No
#> 1663 Obstruction No
#> 1664 Obstruction No
#> 1665 Obstruction No
#> 1666 Obstruction No
#> 1667 Obstruction No
#> 1668 Obstruction No
#> 1669 Obstruction No
#> 1670 Obstruction No
#> 1671 Obstruction No
#> 1672 Obstruction Yes
#> 1673 Obstruction Yes
#> 1674 Obstruction No
#> 1675 Obstruction No
#> 1676 Obstruction Yes
#> 1677 Obstruction No
#> 1678 Obstruction No
#> 1679 Obstruction Yes
#> 1680 Obstruction Yes
#> 1681 Obstruction No
#> 1682 Obstruction No
#> 1683 Obstruction No
#> 1684 Obstruction No
#> 1685 Obstruction No
#> 1686 Obstruction No
#> 1687 Obstruction No
#> 1688 Obstruction No
#> 1689 Obstruction No
#> 1690 Obstruction No
#> 1691 Obstruction No
#> 1692 Obstruction No
#> 1693 Obstruction No
#> 1694 Obstruction Yes
#> 1695 Obstruction No
#> 1696 Obstruction No
#> 1697 Obstruction No
#> 1698 Obstruction No
#> 1699 Obstruction <NA>
#> 1700 Obstruction Yes
#> 1701 Obstruction No
#> 1702 Obstruction Yes
#> 1703 Obstruction No
#> 1704 Obstruction No
#> 1705 Obstruction No
#> 1706 Obstruction Yes
#> 1707 Obstruction No
#> 1708 Obstruction No
#> 1709 Obstruction No
#> 1710 Obstruction No
#> 1711 Obstruction No
#> 1712 Obstruction Yes
#> 1713 Obstruction Yes
#> 1714 Obstruction No
#> 1715 Obstruction No
#> 1716 Obstruction No
#> 1717 Obstruction No
#> 1718 Obstruction No
#> 1719 Obstruction No
#> 1720 Obstruction No
#> 1721 Obstruction No
#> 1722 Obstruction No
#> 1723 Obstruction No
#> 1724 Obstruction No
#> 1725 Obstruction Yes
#> 1726 Obstruction No
#> 1727 Obstruction Yes
#> 1728 Obstruction No
#> 1729 Obstruction No
#> 1730 Obstruction No
#> 1731 Obstruction No
#> 1732 Obstruction <NA>
#> 1733 Obstruction No
#> 1734 Obstruction No
#> 1735 Obstruction No
#> 1736 Obstruction No
#> 1737 Obstruction No
#> 1738 Obstruction Yes
#> 1739 Obstruction Yes
#> 1740 Obstruction No
#> 1741 Obstruction No
#> 1742 Obstruction No
#> 1743 Obstruction Yes
#> 1744 Obstruction No
#> 1745 Obstruction No
#> 1746 Obstruction No
#> 1747 Obstruction No
#> 1748 Obstruction Yes
#> 1749 Obstruction No
#> 1750 Obstruction No
#> 1751 Obstruction Yes
#> 1752 Obstruction Yes
#> 1753 Obstruction No
#> 1754 Obstruction Yes
#> 1755 Obstruction Yes
#> 1756 Obstruction No
#> 1757 Obstruction No
#> 1758 Obstruction No
#> 1759 Obstruction No
#> 1760 Obstruction No
#> 1761 Obstruction No
#> 1762 Obstruction No
#> 1763 Obstruction No
#> 1764 Obstruction No
#> 1765 Obstruction Yes
#> 1766 Obstruction Yes
#> 1767 Obstruction No
#> 1768 Obstruction Yes
#> 1769 Obstruction Yes
#> 1770 Obstruction No
#> 1771 Obstruction No
#> 1772 Obstruction No
#> 1773 Obstruction Yes
#> 1774 Obstruction No
#> 1775 Obstruction No
#> 1776 Obstruction No
#> 1777 Obstruction No
#> 1778 Obstruction Yes
#> 1779 Obstruction Yes
#> 1780 Obstruction No
#> 1781 Obstruction No
#> 1782 Obstruction Yes
#> 1783 Obstruction No
#> 1784 Obstruction No
#> 1785 Obstruction Yes
#> 1786 Obstruction No
#> 1787 Obstruction No
#> 1788 Obstruction No
#> 1789 Obstruction Yes
#> 1790 Obstruction No
#> 1791 Obstruction No
#> 1792 Obstruction No
#> 1793 Obstruction No
#> 1794 Obstruction No
#> 1795 Obstruction No
#> 1796 Obstruction No
#> 1797 Obstruction No
#> 1798 Obstruction No
#> 1799 Obstruction Yes
#> 1800 Obstruction No
#> 1801 Obstruction No
#> 1802 Obstruction No
#> 1803 Obstruction Yes
#> 1804 Obstruction No
#> 1805 Obstruction No
#> 1806 Obstruction No
#> 1807 Obstruction No
#> 1808 Obstruction No
#> 1809 Obstruction Yes
#> 1810 Obstruction No
#> 1811 Obstruction No
#> 1812 Obstruction No
#> 1813 Obstruction No
#> 1814 Obstruction No
#> 1815 Obstruction Yes
#> 1816 Obstruction No
#> 1817 Obstruction No
#> 1818 Obstruction Yes
#> 1819 Obstruction No
#> 1820 Obstruction No
#> 1821 Obstruction No
#> 1822 Obstruction No
#> 1823 Obstruction No
#> 1824 Obstruction No
#> 1825 Obstruction No
#> 1826 Obstruction Yes
#> 1827 Obstruction No
#> 1828 Obstruction No
#> 1829 Obstruction Yes
#> 1830 Obstruction No
#> 1831 Obstruction No
#> 1832 Obstruction No
#> 1833 Obstruction No
#> 1834 Obstruction No
#> 1835 Obstruction <NA>
#> 1836 Obstruction No
#> 1837 Obstruction No
#> 1838 Obstruction No
#> 1839 Obstruction No
#> 1840 Obstruction No
#> 1841 Obstruction No
#> 1842 Obstruction Yes
#> 1843 Obstruction Yes
#> 1844 Obstruction No
#> 1845 Obstruction No
#> 1846 Obstruction No
#> 1847 Obstruction No
#> 1848 Obstruction Yes
#> 1849 Obstruction No
#> 1850 Obstruction Yes
#> 1851 Obstruction No
#> 1852 Obstruction Yes
#> 1853 Obstruction Yes
#> 1854 Obstruction No
#> 1855 Obstruction No
#> 1856 Obstruction No
#> 1857 Obstruction Yes
#> 1858 Obstruction Yes