This week 1 assignment will subset data provided by FiveThirtyEight located here:
https://fivethirtyeight.com/features/what-do-men-think-it-means-to-be-a-man/
The dataset can be found here:
https://github.com/fivethirtyeight/data/tree/master/masculinity-survey
Author’s at FiveThirtyEight conducted a survey with over 1600 men on whether or not the #MeTOO movenment changed their view of masculinity.
Load masculinity data.
x <- 'https://raw.githubusercontent.com/fivethirtyeight/data/master/masculinity-survey/raw-responses.csv'
y <- data.frame(read.csv(url(x), header = FALSE))
The data was subset to examine the salaries of heterosexual males that always pay when they take women out on dates.
Men <- y[, c(61,84,86,88,87,95)]
colnames(Men) <- c("Pay","Orientation","Education","Salary","Location","Age")
subset(Men, Pay == "Always" & Orientation == "Straight", select = c(Salary))
## Salary
## 6 $50,000-$74,999
## 7 $200,000+
## 10 $100,000-$124,999
## 11 $150,000-$174,999
## 12 $100,000-$124,999
## 15 $10,000-$24,999
## 21 $10,000-$24,999
## 27 $200,000+
## 28 $25,000-$49,999
## 30 $150,000-$174,999
## 32 $75,000-$99,999
## 34 Prefer not to answer
## 36 $100,000-$124,999
## 39 $200,000+
## 42 $50,000-$74,999
## 44 $175,000-$199,999
## 45 $75,000-$99,999
## 47 $25,000-$49,999
## 49 $75,000-$99,999
## 50 $10,000-$24,999
## 54 $75,000-$99,999
## 57 $10,000-$24,999
## 58 Prefer not to answer
## 61 $0-$9,999
## 66 $125,000-$149,999
## 68 $75,000-$99,999
## 69 $200,000+
## 72 $125,000-$149,999
## 76 Prefer not to answer
## 77 $125,000-$149,999
## 80 $125,000-$149,999
## 81 $100,000-$124,999
## 85 $100,000-$124,999
## 86 $150,000-$174,999
## 87 Prefer not to answer
## 89 $100,000-$124,999
## 94 $50,000-$74,999
## 96 $100,000-$124,999
## 97 $200,000+
## 99 $25,000-$49,999
## 100 $75,000-$99,999
## 101 $150,000-$174,999
## 102 $125,000-$149,999
## 103 $25,000-$49,999
## 104 $75,000-$99,999
## 106 $50,000-$74,999
## 107 $0-$9,999
## 111 $125,000-$149,999
## 115 $175,000-$199,999
## 116 $175,000-$199,999
## 117 $50,000-$74,999
## 118 $25,000-$49,999
## 120 $25,000-$49,999
## 123 $50,000-$74,999
## 124 $25,000-$49,999
## 125 $100,000-$124,999
## 126 Prefer not to answer
## 127 $100,000-$124,999
## 129 $75,000-$99,999
## 130 $50,000-$74,999
## 131 $50,000-$74,999
## 132 $75,000-$99,999
## 133 $125,000-$149,999
## 137 $100,000-$124,999
## 139 Prefer not to answer
## 142 $25,000-$49,999
## 143 $10,000-$24,999
## 145 $100,000-$124,999
## 147 $25,000-$49,999
## 149 $200,000+
## 151 $75,000-$99,999
## 152 $175,000-$199,999
## 156 $200,000+
## 158 $75,000-$99,999
## 163 $100,000-$124,999
## 168 $25,000-$49,999
## 173 $75,000-$99,999
## 182 $100,000-$124,999
## 183 $200,000+
## 187 Prefer not to answer
## 189 $25,000-$49,999
## 191 $100,000-$124,999
## 192 $50,000-$74,999
## 193 $75,000-$99,999
## 195 $50,000-$74,999
## 196 $50,000-$74,999
## 197 $25,000-$49,999
## 198 $0-$9,999
## 199 $50,000-$74,999
## 200 $75,000-$99,999
## 201 $0-$9,999
## 202 $100,000-$124,999
## 203 $125,000-$149,999
## 204 $200,000+
## 205 $75,000-$99,999
## 207 Prefer not to answer
## 208 $200,000+
## 209 $150,000-$174,999
## 213 $75,000-$99,999
## 214 $25,000-$49,999
## 216 $75,000-$99,999
## 217 $75,000-$99,999
## 218 $125,000-$149,999
## 224 $75,000-$99,999
## 226 $175,000-$199,999
## 228 $175,000-$199,999
## 229 $25,000-$49,999
## 231 $100,000-$124,999
## 235 $75,000-$99,999
## 238 $100,000-$124,999
## 240 Prefer not to answer
## 249 $200,000+
## 251 $150,000-$174,999
## 252 $10,000-$24,999
## 255 $25,000-$49,999
## 258 $175,000-$199,999
## 263 $100,000-$124,999
## 264 $75,000-$99,999
## 266 $75,000-$99,999
## 267 $150,000-$174,999
## 271 $75,000-$99,999
## 273 Prefer not to answer
## 274 $50,000-$74,999
## 276 $150,000-$174,999
## 278 $25,000-$49,999
## 279 $25,000-$49,999
## 280 $0-$9,999
## 281 $75,000-$99,999
## 284 $25,000-$49,999
## 286 $25,000-$49,999
## 287 $0-$9,999
## 288 $50,000-$74,999
## 294 $75,000-$99,999
## 296 $50,000-$74,999
## 298 $25,000-$49,999
## 306 Prefer not to answer
## 309 $200,000+
## 312 $10,000-$24,999
## 314 $50,000-$74,999
## 315 $75,000-$99,999
## 317 $50,000-$74,999
## 318 Prefer not to answer
## 319 Prefer not to answer
## 321 $50,000-$74,999
## 322 $200,000+
## 323 $25,000-$49,999
## 325 $175,000-$199,999
## 327 $125,000-$149,999
## 330 $150,000-$174,999
## 334 $100,000-$124,999
## 336 $75,000-$99,999
## 340 $100,000-$124,999
## 343 $75,000-$99,999
## 346 $200,000+
## 347 $100,000-$124,999
## 348 Prefer not to answer
## 349 $25,000-$49,999
## 350 $25,000-$49,999
## 352 Prefer not to answer
## 354 $50,000-$74,999
## 357 $100,000-$124,999
## 358 $150,000-$174,999
## 361 $50,000-$74,999
## 362 $75,000-$99,999
## 364 $100,000-$124,999
## 365 $50,000-$74,999
## 366 $175,000-$199,999
## 368 $150,000-$174,999
## 369 $50,000-$74,999
## 371 $25,000-$49,999
## 372 $200,000+
## 374 $25,000-$49,999
## 375 $25,000-$49,999
## 378 $150,000-$174,999
## 379 $10,000-$24,999
## 383 $150,000-$174,999
## 386 $50,000-$74,999
## 387 Prefer not to answer
## 388 $75,000-$99,999
## 392 $0-$9,999
## 393 $100,000-$124,999
## 400 Prefer not to answer
## 401 Prefer not to answer
## 402 $125,000-$149,999
## 403 $75,000-$99,999
## 406 $200,000+
## 407 Prefer not to answer
## 412 $25,000-$49,999
## 413 $100,000-$124,999
## 414 $75,000-$99,999
## 416 $75,000-$99,999
## 417 $75,000-$99,999
## 418 $125,000-$149,999
## 420 $100,000-$124,999
## 421 $50,000-$74,999
## 422 $75,000-$99,999
## 423 $75,000-$99,999
## 424 $50,000-$74,999
## 429 $25,000-$49,999
## 430 $200,000+
## 432 $0-$9,999
## 434 $200,000+
## 438 Prefer not to answer
## 439 <NA>
## 446 $10,000-$24,999
## 449 Prefer not to answer
## 450 $25,000-$49,999
## 451 $75,000-$99,999
## 454 $25,000-$49,999
## 457 $150,000-$174,999
## 459 $75,000-$99,999
## 460 $10,000-$24,999
## 461 $125,000-$149,999
## 462 $25,000-$49,999
## 467 $200,000+
## 469 Prefer not to answer
## 471 $200,000+
## 472 $50,000-$74,999
## 474 Prefer not to answer
## 475 $175,000-$199,999
## 477 $75,000-$99,999
## 478 $75,000-$99,999
## 482 Prefer not to answer
## 488 $100,000-$124,999
## 490 $125,000-$149,999
## 494 $75,000-$99,999
## 496 $125,000-$149,999
## 498 $175,000-$199,999
## 499 Prefer not to answer
## 503 $200,000+
## 504 $100,000-$124,999
## 506 Prefer not to answer
## 507 $50,000-$74,999
## 508 $100,000-$124,999
## 510 $100,000-$124,999
## 512 $25,000-$49,999
## 513 $50,000-$74,999
## 517 $200,000+
## 519 $200,000+
## 520 Prefer not to answer
## 522 Prefer not to answer
## 524 $75,000-$99,999
## 526 $75,000-$99,999
## 528 $75,000-$99,999
## 529 $75,000-$99,999
## 530 Prefer not to answer
## 535 $25,000-$49,999
## 537 $200,000+
## 541 $10,000-$24,999
## 542 $100,000-$124,999
## 543 $75,000-$99,999
## 544 $50,000-$74,999
## 546 $100,000-$124,999
## 547 $125,000-$149,999
## 549 $25,000-$49,999
## 552 $200,000+
## 554 $50,000-$74,999
## 555 $125,000-$149,999
## 558 Prefer not to answer
## 559 $50,000-$74,999
## 560 Prefer not to answer
## 563 $25,000-$49,999
## 564 $100,000-$124,999
## 565 $200,000+
## 566 $50,000-$74,999
## 567 $75,000-$99,999
## 569 $50,000-$74,999
## 571 $50,000-$74,999
## 577 $25,000-$49,999
## 578 $25,000-$49,999
## 581 $25,000-$49,999
## 582 $100,000-$124,999
## 585 $50,000-$74,999
## 586 Prefer not to answer
## 587 $50,000-$74,999
## 588 $50,000-$74,999
## 589 $200,000+
## 591 Prefer not to answer
## 594 $125,000-$149,999
## 595 $25,000-$49,999
## 600 $75,000-$99,999
## 601 $200,000+
## 603 $100,000-$124,999
## 604 $100,000-$124,999
## 609 $75,000-$99,999
## 612 $200,000+
## 615 $50,000-$74,999
## 618 $150,000-$174,999
## 621 $75,000-$99,999
## 623 $125,000-$149,999
## 626 $50,000-$74,999
## 631 $150,000-$174,999
## 632 $50,000-$74,999
## 635 $125,000-$149,999
## 638 $50,000-$74,999
## 639 Prefer not to answer
## 642 $150,000-$174,999
## 643 Prefer not to answer
## 644 $25,000-$49,999
## 645 $75,000-$99,999
## 646 $25,000-$49,999
## 649 $150,000-$174,999
## 650 $150,000-$174,999
## 651 $125,000-$149,999
## 653 $125,000-$149,999
## 655 $25,000-$49,999
## 656 $200,000+
## 659 $75,000-$99,999
## 660 Prefer not to answer
## 662 $100,000-$124,999
## 663 $50,000-$74,999
## 664 $10,000-$24,999
## 665 $200,000+
## 667 $25,000-$49,999
## 673 $200,000+
## 674 $100,000-$124,999
## 676 $25,000-$49,999
## 677 $150,000-$174,999
## 679 $100,000-$124,999
## 688 $75,000-$99,999
## 694 $100,000-$124,999
## 695 $25,000-$49,999
## 696 $75,000-$99,999
## 697 $75,000-$99,999
## 700 $25,000-$49,999
## 703 $25,000-$49,999
## 704 $100,000-$124,999
## 705 $100,000-$124,999
## 709 $0-$9,999
## 713 Prefer not to answer
## 715 Prefer not to answer
## 717 $50,000-$74,999
## 718 $100,000-$124,999
## 725 $150,000-$174,999
## 726 $50,000-$74,999
## 727 Prefer not to answer
## 728 $200,000+
## 732 $25,000-$49,999
## 736 $50,000-$74,999
## 737 $75,000-$99,999
## 738 $100,000-$124,999
## 739 $200,000+
## 740 $25,000-$49,999
## 743 Prefer not to answer
## 746 $150,000-$174,999
## 748 Prefer not to answer
## 749 $25,000-$49,999
## 750 $10,000-$24,999
## 751 $175,000-$199,999
## 753 $50,000-$74,999
## 756 $200,000+
## 757 $100,000-$124,999
## 759 $200,000+
## 760 $50,000-$74,999
## 761 $75,000-$99,999
## 762 Prefer not to answer
## 763 $50,000-$74,999
## 765 Prefer not to answer
## 766 $200,000+
## 768 $75,000-$99,999
## 769 Prefer not to answer
## 771 $125,000-$149,999
## 775 $200,000+
## 778 $75,000-$99,999
## 780 $50,000-$74,999
## 781 $75,000-$99,999
## 783 Prefer not to answer
## 785 $50,000-$74,999
## 788 $50,000-$74,999
## 790 $25,000-$49,999
## 792 Prefer not to answer
## 795 $75,000-$99,999
## 796 $25,000-$49,999
## 797 $75,000-$99,999
## 800 $200,000+
## 803 Prefer not to answer
## 806 $125,000-$149,999
## 807 $200,000+
## 808 $25,000-$49,999
## 812 $100,000-$124,999
## 813 $200,000+
## 815 Prefer not to answer
## 816 $75,000-$99,999
## 817 $25,000-$49,999
## 820 $25,000-$49,999
## 822 $25,000-$49,999
## 825 $10,000-$24,999
## 826 $100,000-$124,999
## 828 $125,000-$149,999
## 829 $100,000-$124,999
## 831 $50,000-$74,999
## 836 $150,000-$174,999
## 838 Prefer not to answer
## 840 $10,000-$24,999
## 846 $0-$9,999
## 848 $200,000+
## 849 Prefer not to answer
## 851 $0-$9,999
## 853 $200,000+
## 854 Prefer not to answer
## 855 $75,000-$99,999
## 856 $0-$9,999
## 858 $75,000-$99,999
## 859 $200,000+
## 863 $75,000-$99,999
## 864 $50,000-$74,999
## 871 $50,000-$74,999
## 872 $75,000-$99,999
## 874 $10,000-$24,999
## 875 $25,000-$49,999
## 881 $50,000-$74,999
## 882 $75,000-$99,999
## 885 $25,000-$49,999
## 886 $100,000-$124,999
## 890 $50,000-$74,999
## 892 $75,000-$99,999
## 896 $10,000-$24,999
## 897 Prefer not to answer
## 898 $175,000-$199,999
## 899 $125,000-$149,999
## 900 $50,000-$74,999
## 903 $50,000-$74,999
## 905 $25,000-$49,999
## 907 $25,000-$49,999
## 912 $50,000-$74,999
## 915 Prefer not to answer
## 918 $50,000-$74,999
## 919 $25,000-$49,999
## 924 $125,000-$149,999
## 925 Prefer not to answer
## 926 $175,000-$199,999
## 928 Prefer not to answer
## 929 $100,000-$124,999
## 930 Prefer not to answer
## 931 $50,000-$74,999
## 932 Prefer not to answer
## 933 Prefer not to answer
## 934 $25,000-$49,999
## 938 Prefer not to answer
## 941 $10,000-$24,999
## 942 $200,000+
## 944 $25,000-$49,999
## 946 $10,000-$24,999
## 948 $200,000+
## 949 $100,000-$124,999
## 950 $10,000-$24,999
## 953 Prefer not to answer
## 954 $10,000-$24,999
## 955 $75,000-$99,999
## 956 $50,000-$74,999
## 961 $25,000-$49,999
## 962 $200,000+
## 964 $10,000-$24,999
## 965 Prefer not to answer
## 968 $125,000-$149,999
## 973 $75,000-$99,999
## 974 $125,000-$149,999
## 975 $100,000-$124,999
## 976 $25,000-$49,999
## 978 $50,000-$74,999
## 979 $200,000+
## 981 $75,000-$99,999
## 982 Prefer not to answer
## 986 $50,000-$74,999
## 988 $25,000-$49,999
## 989 $100,000-$124,999
## 990 $200,000+
## 991 $50,000-$74,999
## 993 Prefer not to answer
## 997 Prefer not to answer
## 1000 Prefer not to answer
## 1001 $25,000-$49,999
## 1005 Prefer not to answer
## 1006 $50,000-$74,999
## 1007 $75,000-$99,999
## 1010 $50,000-$74,999
## 1017 $25,000-$49,999
## 1018 $75,000-$99,999
## 1020 $200,000+
## 1022 $50,000-$74,999
## 1026 $50,000-$74,999
## 1028 $50,000-$74,999
## 1029 $175,000-$199,999
## 1031 $50,000-$74,999
## 1032 $150,000-$174,999
## 1036 Prefer not to answer
## 1037 $75,000-$99,999
## 1038 $200,000+
## 1039 $100,000-$124,999
## 1040 $200,000+
## 1042 $10,000-$24,999
## 1044 $50,000-$74,999
## 1048 $25,000-$49,999
## 1049 $200,000+
## 1050 $175,000-$199,999
## 1051 $100,000-$124,999
## 1052 $75,000-$99,999
## 1053 $75,000-$99,999
## 1055 $200,000+
## 1061 $10,000-$24,999
## 1063 Prefer not to answer
## 1066 $125,000-$149,999
## 1070 $100,000-$124,999
## 1071 $175,000-$199,999
## 1073 $75,000-$99,999
## 1077 $25,000-$49,999
## 1079 $75,000-$99,999
## 1080 Prefer not to answer
## 1083 $200,000+
## 1085 $50,000-$74,999
## 1086 $50,000-$74,999
## 1088 $100,000-$124,999
## 1089 $25,000-$49,999
## 1090 $150,000-$174,999
## 1091 $25,000-$49,999
## 1093 $50,000-$74,999
## 1094 $50,000-$74,999
## 1095 $50,000-$74,999
## 1097 $50,000-$74,999
## 1098 $100,000-$124,999
## 1099 Prefer not to answer
## 1102 $0-$9,999
## 1104 $125,000-$149,999
## 1106 $10,000-$24,999
## 1107 $25,000-$49,999
## 1109 $10,000-$24,999
## 1116 $75,000-$99,999
## 1118 $200,000+
## 1122 Prefer not to answer
## 1124 $100,000-$124,999
## 1127 $125,000-$149,999
## 1128 $200,000+
## 1129 $75,000-$99,999
## 1131 $50,000-$74,999
## 1135 $200,000+
## 1136 $50,000-$74,999
## 1137 $75,000-$99,999
## 1139 $0-$9,999
## 1140 $75,000-$99,999
## 1141 $50,000-$74,999
## 1142 $25,000-$49,999
## 1143 Prefer not to answer
## 1145 $75,000-$99,999
## 1147 Prefer not to answer
## 1151 $125,000-$149,999
## 1152 $75,000-$99,999
## 1153 Prefer not to answer
## 1155 $75,000-$99,999
## 1156 $100,000-$124,999
## 1157 $100,000-$124,999
## 1160 $25,000-$49,999
## 1165 $100,000-$124,999
## 1166 $175,000-$199,999
## 1167 $150,000-$174,999
## 1169 $75,000-$99,999
## 1175 $25,000-$49,999
## 1176 Prefer not to answer
## 1178 Prefer not to answer
## 1182 $200,000+
## 1184 $50,000-$74,999
## 1185 Prefer not to answer
## 1188 $100,000-$124,999
## 1189 $75,000-$99,999
## 1190 $0-$9,999
## 1193 $25,000-$49,999
## 1195 $50,000-$74,999
## 1196 $25,000-$49,999
## 1198 $50,000-$74,999
## 1199 $100,000-$124,999
## 1200 $200,000+
## 1201 $150,000-$174,999
## 1202 $50,000-$74,999
## 1205 $200,000+
## 1206 $50,000-$74,999
## 1207 $50,000-$74,999
## 1210 Prefer not to answer
## 1211 $50,000-$74,999
## 1215 $10,000-$24,999
## 1216 Prefer not to answer
## 1219 Prefer not to answer
## 1221 $100,000-$124,999
## 1222 $0-$9,999
## 1225 $200,000+
## 1227 $75,000-$99,999
## 1229 $125,000-$149,999
## 1230 $75,000-$99,999
## 1235 $10,000-$24,999
## 1240 $75,000-$99,999
## 1241 $100,000-$124,999
## 1242 $50,000-$74,999
## 1243 $100,000-$124,999
## 1247 $25,000-$49,999
## 1252 $75,000-$99,999
## 1253 Prefer not to answer
## 1254 $75,000-$99,999
## 1255 $200,000+
## 1261 $25,000-$49,999
## 1265 $100,000-$124,999
## 1266 $200,000+
## 1267 $25,000-$49,999
## 1270 $25,000-$49,999
## 1271 $75,000-$99,999
## 1272 $100,000-$124,999
## 1276 $200,000+
## 1277 $10,000-$24,999
## 1278 $50,000-$74,999
## 1282 $175,000-$199,999
## 1286 $50,000-$74,999
## 1288 $25,000-$49,999
## 1289 $200,000+
## 1291 $75,000-$99,999
## 1293 $200,000+
## 1294 $10,000-$24,999
## 1295 $75,000-$99,999
## 1299 $100,000-$124,999
## 1300 $100,000-$124,999
## 1302 $75,000-$99,999
## 1306 $50,000-$74,999
## 1312 $125,000-$149,999
## 1313 $25,000-$49,999
## 1314 $25,000-$49,999
## 1315 $25,000-$49,999
## 1316 $125,000-$149,999
## 1317 Prefer not to answer
## 1319 $25,000-$49,999
## 1322 $25,000-$49,999
## 1324 $0-$9,999
## 1325 $175,000-$199,999
## 1328 $75,000-$99,999
## 1329 $175,000-$199,999
## 1330 $100,000-$124,999
## 1336 $25,000-$49,999
## 1339 $50,000-$74,999
## 1343 $50,000-$74,999
## 1345 Prefer not to answer
## 1351 $75,000-$99,999
## 1352 $50,000-$74,999
## 1354 $50,000-$74,999
## 1355 $50,000-$74,999
## 1357 $25,000-$49,999
## 1358 $75,000-$99,999
## 1359 $25,000-$49,999
## 1360 $200,000+
## 1361 $50,000-$74,999
## 1363 $25,000-$49,999
## 1364 $175,000-$199,999
## 1366 $50,000-$74,999
## 1367 $50,000-$74,999
## 1368 Prefer not to answer
## 1369 Prefer not to answer
## 1373 $10,000-$24,999
## 1378 $200,000+
## 1385 $75,000-$99,999
## 1386 $10,000-$24,999
## 1388 $100,000-$124,999
## 1390 $25,000-$49,999
## 1394 $175,000-$199,999
## 1398 $75,000-$99,999
## 1399 $150,000-$174,999
## 1400 $10,000-$24,999
## 1403 $10,000-$24,999
## 1404 $50,000-$74,999
## 1408 $0-$9,999
## 1412 Prefer not to answer
## 1415 $75,000-$99,999
## 1416 Prefer not to answer
## 1419 $75,000-$99,999
## 1423 $200,000+
## 1426 $25,000-$49,999
## 1429 $150,000-$174,999
## 1432 $75,000-$99,999
## 1433 Prefer not to answer
## 1434 $150,000-$174,999
## 1435 $100,000-$124,999
## 1440 $10,000-$24,999
## 1444 $10,000-$24,999
## 1450 $125,000-$149,999
## 1451 $150,000-$174,999
## 1452 $25,000-$49,999
## 1454 $200,000+
## 1455 Prefer not to answer
## 1457 $25,000-$49,999
## 1459 $10,000-$24,999
## 1462 $50,000-$74,999
## 1466 Prefer not to answer
## 1469 $75,000-$99,999
## 1471 $50,000-$74,999
## 1474 $125,000-$149,999
## 1475 $100,000-$124,999
## 1476 $50,000-$74,999
## 1477 $25,000-$49,999
## 1478 $25,000-$49,999
## 1480 $50,000-$74,999
## 1481 $150,000-$174,999
## 1485 $25,000-$49,999
## 1487 $200,000+
## 1490 $25,000-$49,999
## 1491 $150,000-$174,999
## 1495 $150,000-$174,999
## 1496 $75,000-$99,999
## 1500 Prefer not to answer
## 1501 $50,000-$74,999
## 1507 Prefer not to answer
## 1508 $50,000-$74,999
## 1512 $200,000+
## 1514 $125,000-$149,999
## 1516 $10,000-$24,999
## 1518 $25,000-$49,999
## 1522 $25,000-$49,999
## 1523 $125,000-$149,999
## 1524 Prefer not to answer
## 1525 Prefer not to answer
## 1528 $200,000+
## 1531 $25,000-$49,999
## 1534 $50,000-$74,999
## 1539 Prefer not to answer
## 1540 $75,000-$99,999
## 1542 $10,000-$24,999
## 1543 $100,000-$124,999
## 1545 Prefer not to answer
## 1546 $50,000-$74,999
## 1549 $200,000+
## 1552 $100,000-$124,999
## 1556 $100,000-$124,999
## 1561 $50,000-$74,999
## 1562 $10,000-$24,999
## 1568 $25,000-$49,999
## 1571 $175,000-$199,999
## 1572 $200,000+
## 1573 $50,000-$74,999
## 1576 Prefer not to answer
## 1578 $10,000-$24,999
## 1579 $125,000-$149,999
## 1581 $10,000-$24,999
## 1582 $0-$9,999
## 1584 $75,000-$99,999
## 1585 $100,000-$124,999
## 1590 $10,000-$24,999
## 1592 $0-$9,999
## 1597 $50,000-$74,999
## 1600 $75,000-$99,999
## 1601 $125,000-$149,999
## 1602 $200,000+
## 1603 $25,000-$49,999
## 1605 $100,000-$124,999
## 1607 $25,000-$49,999
## 1608 $0-$9,999
## 1609 Prefer not to answer
## 1613 $50,000-$74,999
## 1614 $50,000-$74,999
## 1615 $10,000-$24,999
## 1616 $10,000-$24,999
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