library(tidyverse)## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr 1.1.4 ✔ readr 2.1.5
## ✔ forcats 1.0.0 ✔ stringr 1.5.1
## ✔ ggplot2 3.5.1 ✔ tibble 3.2.1
## ✔ lubridate 1.9.3 ✔ tidyr 1.3.1
## ✔ purrr 1.0.2
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errorslibrary(dplyr)The data I chose to work on is “where People Go To Check The Weather”, analyzed how people check the weather and the impact on traditional and online weather sources. The data was collected in April from 6th to 10th with 938 respondents.
The dataset was taken from: https://fivethirtyeight.com/features/weather-forecast-news-app-habits/
# importing data from github
weather_data <- read.csv ("https://raw.githubusercontent.com/JaydeeJan/NBA-Prediction/main/weather-check.csv")
weather_data## RespondentID Do.you.typically.check.a.daily.weather.report.
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## 813 3877665489 Yes
## 814 3877661347 Yes
## 815 3877660370 Yes
## 816 3877660042 Yes
## 817 3877656203 Yes
## 818 3877654524 Yes
## 819 3877654523 Yes
## 820 3877653871 Yes
## 821 3877653260 Yes
## 822 3877652718 Yes
## 823 3877652362 Yes
## 824 3877651261 Yes
## 825 3877650432 No
## 826 3877649523 Yes
## 827 3877649260 Yes
## 828 3877648807 No
## 829 3877648261 Yes
## 830 3877648193 Yes
## 831 3877647762 Yes
## 832 3877647733 Yes
## 833 3877647589 Yes
## 834 3877647198 Yes
## 835 3877646688 Yes
## 836 3877646493 Yes
## 837 3877646443 Yes
## 838 3877644027 Yes
## 839 3877642069 Yes
## 840 3877640956 Yes
## 841 3877640569 Yes
## 842 3877640059 Yes
## 843 3877639651 Yes
## 844 3877639599 Yes
## 845 3877639207 Yes
## 846 3877638685 Yes
## 847 3877638200 No
## 848 3877637740 Yes
## 849 3877637463 Yes
## 850 3877637448 Yes
## 851 3877637119 No
## 852 3877635198 Yes
## 853 3877635161 Yes
## 854 3877633592 No
## 855 3877633421 Yes
## 856 3877632920 Yes
## 857 3877632727 Yes
## 858 3877631626 Yes
## 859 3877630928 Yes
## 860 3877627989 Yes
## 861 3877627031 Yes
## 862 3877626831 Yes
## 863 3877626301 No
## 864 3877625001 Yes
## 865 3877624927 Yes
## 866 3877623695 Yes
## 867 3877623020 No
## 868 3877622336 No
## 869 3877622039 Yes
## 870 3877621290 Yes
## 871 3877620916 No
## 872 3877620216 Yes
## 873 3877619244 Yes
## 874 3877618703 Yes
## 875 3877617187 Yes
## 876 3877617097 Yes
## 877 3877615523 Yes
## 878 3877614060 Yes
## 879 3877613803 Yes
## 880 3877613602 No
## 881 3877612849 Yes
## 882 3877612172 Yes
## 883 3877611589 Yes
## 884 3877611244 Yes
## 885 3877608503 No
## 886 3877608111 Yes
## 887 3877607322 Yes
## 888 3877606832 No
## 889 3877606205 Yes
## 890 3877606053 Yes
## 891 3877605415 Yes
## 892 3877605085 Yes
## 893 3877604945 Yes
## 894 3877604719 Yes
## 895 3877603245 Yes
## 896 3877602149 Yes
## 897 3877602108 Yes
## 898 3877601790 Yes
## 899 3877600406 Yes
## 900 3877599363 Yes
## 901 3877599184 No
## 902 3877598945 Yes
## 903 3877598520 Yes
## 904 3877595167 Yes
## 905 3877594682 Yes
## 906 3877592670 Yes
## 907 3877591670 Yes
## 908 3877591495 Yes
## 909 3877591297 No
## 910 3877586222 Yes
## 911 3877585955 Yes
## 912 3877584768 Yes
## 913 3877584496 No
## 914 3877580938 Yes
## 915 3877579781 Yes
## 916 3877579062 Yes
## 917 3877576778 No
## 918 3877573011 Yes
## 919 3877572488 Yes
## 920 3877572480 No
## 921 3877571848 No
## 922 3877568315 Yes
## 923 3877568116 No
## 924 3877568054 Yes
## 925 3877568053 Yes
## 926 3877566926 Yes
## 927 3877551536 No
## 928 3877548893 Yes
## How.do.you.typically.check.the.weather.
## 1 The default weather app on your phone
## 2 The default weather app on your phone
## 3 The default weather app on your phone
## 4 The default weather app on your phone
## 5 A specific website or app (please provide the answer)
## 6 A specific website or app (please provide the answer)
## 7 The Weather Channel
## 8 -
## 9 The Weather Channel
## 10 The default weather app on your phone
## 11 Internet search
## 12 The default weather app on your phone
## 13 -
## 14 Local TV News
## 15 The Weather Channel
## 16 Internet search
## 17 The default weather app on your phone
## 18 A specific website or app (please provide the answer)
## 19 Local TV News
## 20 The default weather app on your phone
## 21 The default weather app on your phone
## 22 Local TV News
## 23 The Weather Channel
## 24 The default weather app on your phone
## 25 -
## 26 A specific website or app (please provide the answer)
## 27 The default weather app on your phone
## 28 Local TV News
## 29 The Weather Channel
## 30 Newspaper
## 31 The Weather Channel
## 32 Radio weather
## 33 The default weather app on your phone
## 34 Internet search
## 35 The default weather app on your phone
## 36 Internet search
## 37 The default weather app on your phone
## 38 A specific website or app (please provide the answer)
## 39 The default weather app on your phone
## 40 The Weather Channel
## 41 The Weather Channel
## 42 Internet search
## 43 Local TV News
## 44 The default weather app on your phone
## 45 Local TV News
## 46 The default weather app on your phone
## 47 The Weather Channel
## 48 A specific website or app (please provide the answer)
## 49 Internet search
## 50 Internet search
## 51 The Weather Channel
## 52 The default weather app on your phone
## 53 Radio weather
## 54 Local TV News
## 55 The default weather app on your phone
## 56 Internet search
## 57 A specific website or app (please provide the answer)
## 58 Internet search
## 59 Local TV News
## 60 Internet search
## 61 Internet search
## 62 The default weather app on your phone
## 63 The default weather app on your phone
## 64 Radio weather
## 65 A specific website or app (please provide the answer)
## 66 A specific website or app (please provide the answer)
## 67 The Weather Channel
## 68 The default weather app on your phone
## 69 Newsletter
## 70 A specific website or app (please provide the answer)
## 71 Radio weather
## 72 The default weather app on your phone
## 73 The default weather app on your phone
## 74 A specific website or app (please provide the answer)
## 75 -
## 76 Local TV News
## 77 A specific website or app (please provide the answer)
## 78 Internet search
## 79 The default weather app on your phone
## 80 The default weather app on your phone
## 81 The Weather Channel
## 82 A specific website or app (please provide the answer)
## 83 The default weather app on your phone
## 84 A specific website or app (please provide the answer)
## 85 The default weather app on your phone
## 86 The default weather app on your phone
## 87 Local TV News
## 88 Internet search
## 89 The default weather app on your phone
## 90 The Weather Channel
## 91 The Weather Channel
## 92 Radio weather
## 93 Internet search
## 94 Radio weather
## 95 A specific website or app (please provide the answer)
## 96 The Weather Channel
## 97 The default weather app on your phone
## 98 The default weather app on your phone
## 99 Internet search
## 100 A specific website or app (please provide the answer)
## 101 Local TV News
## 102 Internet search
## 103 The default weather app on your phone
## 104 Newsletter
## 105 Local TV News
## 106 The default weather app on your phone
## 107 The Weather Channel
## 108 The default weather app on your phone
## 109 The default weather app on your phone
## 110 The default weather app on your phone
## 111 Internet search
## 112 A specific website or app (please provide the answer)
## 113 Internet search
## 114 A specific website or app (please provide the answer)
## 115 Internet search
## 116 A specific website or app (please provide the answer)
## 117 Internet search
## 118 A specific website or app (please provide the answer)
## 119 Internet search
## 120 Internet search
## 121 The default weather app on your phone
## 122 A specific website or app (please provide the answer)
## 123 The Weather Channel
## 124 The default weather app on your phone
## 125 Internet search
## 126 The Weather Channel
## 127 Internet search
## 128 The default weather app on your phone
## 129 Newspaper
## 130 The Weather Channel
## 131 A specific website or app (please provide the answer)
## 132 Local TV News
## 133 Radio weather
## 134 A specific website or app (please provide the answer)
## 135 A specific website or app (please provide the answer)
## 136 Local TV News
## 137 Internet search
## 138 The Weather Channel
## 139 The default weather app on your phone
## 140 The default weather app on your phone
## 141 A specific website or app (please provide the answer)
## 142 A specific website or app (please provide the answer)
## 143 Newspaper
## 144 A specific website or app (please provide the answer)
## 145 Internet search
## 146 Local TV News
## 147 A specific website or app (please provide the answer)
## 148 A specific website or app (please provide the answer)
## 149 A specific website or app (please provide the answer)
## 150 The default weather app on your phone
## 151 The Weather Channel
## 152 Internet search
## 153 The Weather Channel
## 154 Internet search
## 155 Internet search
## 156 The default weather app on your phone
## 157 The default weather app on your phone
## 158 The default weather app on your phone
## 159 Local TV News
## 160 The default weather app on your phone
## 161 Local TV News
## 162 The default weather app on your phone
## 163 The Weather Channel
## 164 Local TV News
## 165 Radio weather
## 166 The default weather app on your phone
## 167 Radio weather
## 168 Local TV News
## 169 The Weather Channel
## 170 Newspaper
## 171 The Weather Channel
## 172 The Weather Channel
## 173 A specific website or app (please provide the answer)
## 174 The default weather app on your phone
## 175 Internet search
## 176 Newsletter
## 177 The default weather app on your phone
## 178 The Weather Channel
## 179 The default weather app on your phone
## 180 A specific website or app (please provide the answer)
## 181 A specific website or app (please provide the answer)
## 182 A specific website or app (please provide the answer)
## 183 The default weather app on your phone
## 184 Newspaper
## 185 The Weather Channel
## 186 The Weather Channel
## 187 Local TV News
## 188 The Weather Channel
## 189 The Weather Channel
## 190 Internet search
## 191 A specific website or app (please provide the answer)
## 192 A specific website or app (please provide the answer)
## 193 Internet search
## 194 The Weather Channel
## 195 The default weather app on your phone
## 196 Local TV News
## 197 The default weather app on your phone
## 198 The default weather app on your phone
## 199 Local TV News
## 200 The default weather app on your phone
## 201 Local TV News
## 202 The default weather app on your phone
## 203 Newsletter
## 204 The default weather app on your phone
## 205 Local TV News
## 206 The Weather Channel
## 207 Internet search
## 208 The default weather app on your phone
## 209 A specific website or app (please provide the answer)
## 210 The default weather app on your phone
## 211 Local TV News
## 212 Radio weather
## 213 A specific website or app (please provide the answer)
## 214 The Weather Channel
## 215 A specific website or app (please provide the answer)
## 216 A specific website or app (please provide the answer)
## 217 Internet search
## 218 Local TV News
## 219 Local TV News
## 220 The Weather Channel
## 221 The default weather app on your phone
## 222 The Weather Channel
## 223 Radio weather
## 224 Local TV News
## 225 A specific website or app (please provide the answer)
## 226 Local TV News
## 227 Local TV News
## 228 The default weather app on your phone
## 229 The Weather Channel
## 230 Internet search
## 231 Local TV News
## 232 Local TV News
## 233 The default weather app on your phone
## 234 Internet search
## 235 The default weather app on your phone
## 236 A specific website or app (please provide the answer)
## 237 Newsletter
## 238 A specific website or app (please provide the answer)
## 239 Radio weather
## 240 Internet search
## 241 Local TV News
## 242 Newspaper
## 243 Local TV News
## 244 The default weather app on your phone
## 245 A specific website or app (please provide the answer)
## 246 Local TV News
## 247 A specific website or app (please provide the answer)
## 248 Internet search
## 249 Internet search
## 250 The default weather app on your phone
## 251 A specific website or app (please provide the answer)
## 252 Newspaper
## 253 The default weather app on your phone
## 254 The default weather app on your phone
## 255 A specific website or app (please provide the answer)
## 256 The Weather Channel
## 257 A specific website or app (please provide the answer)
## 258 The default weather app on your phone
## 259 Internet search
## 260 A specific website or app (please provide the answer)
## 261 The default weather app on your phone
## 262 The default weather app on your phone
## 263 The default weather app on your phone
## 264 Newspaper
## 265 Internet search
## 266 Internet search
## 267 The Weather Channel
## 268 A specific website or app (please provide the answer)
## 269 The default weather app on your phone
## 270 Newspaper
## 271 Local TV News
## 272 Local TV News
## 273 Local TV News
## 274 Local TV News
## 275 Internet search
## 276 Internet search
## 277 Internet search
## 278 The default weather app on your phone
## 279 The Weather Channel
## 280 The Weather Channel
## 281 Local TV News
## 282 Internet search
## 283 Local TV News
## 284 Internet search
## 285 Internet search
## 286 The default weather app on your phone
## 287 Internet search
## 288 The Weather Channel
## 289 The default weather app on your phone
## 290 The default weather app on your phone
## 291 Local TV News
## 292 The default weather app on your phone
## 293 Local TV News
## 294 Newspaper
## 295 A specific website or app (please provide the answer)
## 296 The Weather Channel
## 297 A specific website or app (please provide the answer)
## 298 The default weather app on your phone
## 299 Local TV News
## 300 Internet search
## 301 The default weather app on your phone
## 302 Local TV News
## 303 The Weather Channel
## 304 Radio weather
## 305 Internet search
## 306 The default weather app on your phone
## 307 The default weather app on your phone
## 308 Local TV News
## 309 A specific website or app (please provide the answer)
## 310 The Weather Channel
## 311 A specific website or app (please provide the answer)
## 312 A specific website or app (please provide the answer)
## 313 Internet search
## 314 The default weather app on your phone
## 315 The default weather app on your phone
## 316 A specific website or app (please provide the answer)
## 317 Internet search
## 318 Internet search
## 319 A specific website or app (please provide the answer)
## 320 Internet search
## 321 Local TV News
## 322 The Weather Channel
## 323 Local TV News
## 324 The Weather Channel
## 325 Local TV News
## 326 A specific website or app (please provide the answer)
## 327 Radio weather
## 328 The default weather app on your phone
## 329 Internet search
## 330 The default weather app on your phone
## 331 Radio weather
## 332 Newspaper
## 333 A specific website or app (please provide the answer)
## 334 Radio weather
## 335 The Weather Channel
## 336 Local TV News
## 337 The default weather app on your phone
## 338 The Weather Channel
## 339 The Weather Channel
## 340 Local TV News
## 341 Newspaper
## 342 Local TV News
## 343 Internet search
## 344 Radio weather
## 345 The Weather Channel
## 346 Local TV News
## 347 Internet search
## 348 A specific website or app (please provide the answer)
## 349 Radio weather
## 350 Internet search
## 351 Local TV News
## 352 The default weather app on your phone
## 353 Newsletter
## 354 The default weather app on your phone
## 355 The Weather Channel
## 356 Local TV News
## 357 Internet search
## 358 The default weather app on your phone
## 359 A specific website or app (please provide the answer)
## 360 A specific website or app (please provide the answer)
## 361 The Weather Channel
## 362 Local TV News
## 363 A specific website or app (please provide the answer)
## 364 The default weather app on your phone
## 365 The default weather app on your phone
## 366 A specific website or app (please provide the answer)
## 367 The Weather Channel
## 368 Local TV News
## 369 Local TV News
## 370 The default weather app on your phone
## 371 The default weather app on your phone
## 372 Local TV News
## 373 The default weather app on your phone
## 374 The default weather app on your phone
## 375 Radio weather
## 376 Local TV News
## 377 Internet search
## 378 The Weather Channel
## 379 Local TV News
## 380 Local TV News
## 381 Local TV News
## 382 The default weather app on your phone
## 383 A specific website or app (please provide the answer)
## 384 Local TV News
## 385 Local TV News
## 386 Local TV News
## 387 The Weather Channel
## 388 Internet search
## 389 Local TV News
## 390 Newspaper
## 391 Radio weather
## 392 Local TV News
## 393 A specific website or app (please provide the answer)
## 394 Newspaper
## 395 Local TV News
## 396 Local TV News
## 397 A specific website or app (please provide the answer)
## 398 The default weather app on your phone
## 399 Local TV News
## 400 A specific website or app (please provide the answer)
## 401 The default weather app on your phone
## 402 The default weather app on your phone
## 403 A specific website or app (please provide the answer)
## 404 Local TV News
## 405 The default weather app on your phone
## 406 The default weather app on your phone
## 407 -
## 408 -
## 409 The default weather app on your phone
## 410 The Weather Channel
## 411 Local TV News
## 412 Local TV News
## 413 A specific website or app (please provide the answer)
## 414 A specific website or app (please provide the answer)
## 415 A specific website or app (please provide the answer)
## 416 Internet search
## 417 A specific website or app (please provide the answer)
## 418 The Weather Channel
## 419 Local TV News
## 420 The default weather app on your phone
## 421 The default weather app on your phone
## 422 A specific website or app (please provide the answer)
## 423 A specific website or app (please provide the answer)
## 424 Internet search
## 425 Internet search
## 426 Internet search
## 427 Newspaper
## 428 A specific website or app (please provide the answer)
## 429 A specific website or app (please provide the answer)
## 430 Internet search
## 431 Internet search
## 432 The default weather app on your phone
## 433 A specific website or app (please provide the answer)
## 434 The Weather Channel
## 435 The Weather Channel
## 436 A specific website or app (please provide the answer)
## 437 The Weather Channel
## 438 A specific website or app (please provide the answer)
## 439 Local TV News
## 440 The default weather app on your phone
## 441 A specific website or app (please provide the answer)
## 442 The default weather app on your phone
## 443 Local TV News
## 444 Local TV News
## 445 The Weather Channel
## 446 The Weather Channel
## 447 A specific website or app (please provide the answer)
## 448 A specific website or app (please provide the answer)
## 449 A specific website or app (please provide the answer)
## 450 The Weather Channel
## 451 Internet search
## 452 The Weather Channel
## 453 Internet search
## 454 The default weather app on your phone
## 455 The default weather app on your phone
## 456 The default weather app on your phone
## 457 Internet search
## 458 A specific website or app (please provide the answer)
## 459 Local TV News
## 460 Internet search
## 461 Internet search
## 462 Local TV News
## 463 The Weather Channel
## 464 Internet search
## 465 The Weather Channel
## 466 The default weather app on your phone
## 467 The default weather app on your phone
## 468 A specific website or app (please provide the answer)
## 469 A specific website or app (please provide the answer)
## 470 The default weather app on your phone
## 471 The Weather Channel
## 472 Internet search
## 473 The default weather app on your phone
## 474 The Weather Channel
## 475 The default weather app on your phone
## 476 The default weather app on your phone
## 477 The Weather Channel
## 478 Newspaper
## 479 Local TV News
## 480 Local TV News
## 481 The Weather Channel
## 482 A specific website or app (please provide the answer)
## 483 Local TV News
## 484 A specific website or app (please provide the answer)
## 485 Local TV News
## 486 Local TV News
## 487 The default weather app on your phone
## 488 Internet search
## 489 The default weather app on your phone
## 490 Local TV News
## 491 A specific website or app (please provide the answer)
## 492 Local TV News
## 493 A specific website or app (please provide the answer)
## 494 Newspaper
## 495 Internet search
## 496 Local TV News
## 497 Newspaper
## 498 The Weather Channel
## 499 A specific website or app (please provide the answer)
## 500 Local TV News
## 501 A specific website or app (please provide the answer)
## 502 Local TV News
## 503 Newspaper
## 504 Internet search
## 505 Local TV News
## 506 The default weather app on your phone
## 507 The Weather Channel
## 508 Internet search
## 509 A specific website or app (please provide the answer)
## 510 Internet search
## 511 Newspaper
## 512 The default weather app on your phone
## 513 Internet search
## 514 The default weather app on your phone
## 515 Internet search
## 516 A specific website or app (please provide the answer)
## 517 The Weather Channel
## 518 The Weather Channel
## 519 Local TV News
## 520 The Weather Channel
## 521 The Weather Channel
## 522 The Weather Channel
## 523 Local TV News
## 524 The default weather app on your phone
## 525 The Weather Channel
## 526 The default weather app on your phone
## 527 Local TV News
## 528 The Weather Channel
## 529 A specific website or app (please provide the answer)
## 530 The default weather app on your phone
## 531 The default weather app on your phone
## 532 The default weather app on your phone
## 533 The Weather Channel
## 534 A specific website or app (please provide the answer)
## 535 Internet search
## 536 Local TV News
## 537 A specific website or app (please provide the answer)
## 538 A specific website or app (please provide the answer)
## 539 The default weather app on your phone
## 540 The default weather app on your phone
## 541 The Weather Channel
## 542 A specific website or app (please provide the answer)
## 543 The Weather Channel
## 544 Radio weather
## 545 A specific website or app (please provide the answer)
## 546 Newspaper
## 547 The default weather app on your phone
## 548 A specific website or app (please provide the answer)
## 549 Local TV News
## 550 The default weather app on your phone
## 551 Internet search
## 552 A specific website or app (please provide the answer)
## 553 Internet search
## 554 Local TV News
## 555 Local TV News
## 556 The default weather app on your phone
## 557 The default weather app on your phone
## 558 Internet search
## 559 The default weather app on your phone
## 560 The default weather app on your phone
## 561 The Weather Channel
## 562 Local TV News
## 563 A specific website or app (please provide the answer)
## 564 Local TV News
## 565 Internet search
## 566 Local TV News
## 567 Internet search
## 568 Local TV News
## 569 The Weather Channel
## 570 -
## 571 Internet search
## 572 The Weather Channel
## 573 The Weather Channel
## 574 A specific website or app (please provide the answer)
## 575 Internet search
## 576 A specific website or app (please provide the answer)
## 577 -
## 578 Radio weather
## 579 The default weather app on your phone
## 580 The Weather Channel
## 581 A specific website or app (please provide the answer)
## 582 Local TV News
## 583 A specific website or app (please provide the answer)
## 584 Internet search
## 585 Local TV News
## 586 Local TV News
## 587 Radio weather
## 588 The Weather Channel
## 589 Internet search
## 590 Local TV News
## 591 Internet search
## 592 Local TV News
## 593 The default weather app on your phone
## 594 A specific website or app (please provide the answer)
## 595 Internet search
## 596 Newsletter
## 597 Local TV News
## 598 A specific website or app (please provide the answer)
## 599 Local TV News
## 600 The default weather app on your phone
## 601 Local TV News
## 602 Newspaper
## 603 A specific website or app (please provide the answer)
## 604 The Weather Channel
## 605 A specific website or app (please provide the answer)
## 606 Internet search
## 607 A specific website or app (please provide the answer)
## 608 Radio weather
## 609 Local TV News
## 610 Internet search
## 611 Internet search
## 612 Local TV News
## 613 A specific website or app (please provide the answer)
## 614 A specific website or app (please provide the answer)
## 615 The default weather app on your phone
## 616 The default weather app on your phone
## 617 Local TV News
## 618 The Weather Channel
## 619 Local TV News
## 620 Local TV News
## 621 A specific website or app (please provide the answer)
## 622 A specific website or app (please provide the answer)
## 623 Radio weather
## 624 A specific website or app (please provide the answer)
## 625 Local TV News
## 626 A specific website or app (please provide the answer)
## 627 The default weather app on your phone
## 628 The default weather app on your phone
## 629 The Weather Channel
## 630 A specific website or app (please provide the answer)
## 631 Local TV News
## 632 Newspaper
## 633 Internet search
## 634 A specific website or app (please provide the answer)
## 635 The default weather app on your phone
## 636 Local TV News
## 637 Local TV News
## 638 The default weather app on your phone
## 639 Local TV News
## 640 The default weather app on your phone
## 641 Internet search
## 642 Local TV News
## 643 A specific website or app (please provide the answer)
## 644 The default weather app on your phone
## 645 The Weather Channel
## 646 The default weather app on your phone
## 647 The Weather Channel
## 648 A specific website or app (please provide the answer)
## 649 The Weather Channel
## 650 The Weather Channel
## 651 The default weather app on your phone
## 652 The default weather app on your phone
## 653 Local TV News
## 654 Local TV News
## 655 A specific website or app (please provide the answer)
## 656 The Weather Channel
## 657 A specific website or app (please provide the answer)
## 658 The Weather Channel
## 659 Local TV News
## 660 The default weather app on your phone
## 661 Newspaper
## 662 Local TV News
## 663 Internet search
## 664 The default weather app on your phone
## 665 The Weather Channel
## 666 The default weather app on your phone
## 667 Newspaper
## 668 Local TV News
## 669 The default weather app on your phone
## 670 The default weather app on your phone
## 671 Internet search
## 672 The Weather Channel
## 673 Local TV News
## 674 Local TV News
## 675 The Weather Channel
## 676 The default weather app on your phone
## 677 Local TV News
## 678 The Weather Channel
## 679 Radio weather
## 680 A specific website or app (please provide the answer)
## 681 The Weather Channel
## 682 The default weather app on your phone
## 683 Local TV News
## 684 Local TV News
## 685 Local TV News
## 686 Local TV News
## 687 A specific website or app (please provide the answer)
## 688 The default weather app on your phone
## 689 A specific website or app (please provide the answer)
## 690 Local TV News
## 691 The default weather app on your phone
## 692 A specific website or app (please provide the answer)
## 693 The Weather Channel
## 694 The default weather app on your phone
## 695 Local TV News
## 696 Local TV News
## 697 Internet search
## 698 The default weather app on your phone
## 699 A specific website or app (please provide the answer)
## 700 Internet search
## 701 The default weather app on your phone
## 702 Internet search
## 703 Local TV News
## 704 A specific website or app (please provide the answer)
## 705 The Weather Channel
## 706 A specific website or app (please provide the answer)
## 707 Newspaper
## 708 A specific website or app (please provide the answer)
## 709 Local TV News
## 710 Radio weather
## 711 A specific website or app (please provide the answer)
## 712 Local TV News
## 713 A specific website or app (please provide the answer)
## 714 Local TV News
## 715 Local TV News
## 716 Local TV News
## 717 Local TV News
## 718 A specific website or app (please provide the answer)
## 719 The default weather app on your phone
## 720 A specific website or app (please provide the answer)
## 721 The default weather app on your phone
## 722 Internet search
## 723 Local TV News
## 724 Local TV News
## 725 A specific website or app (please provide the answer)
## 726 Local TV News
## 727 The Weather Channel
## 728 Local TV News
## 729 Local TV News
## 730 A specific website or app (please provide the answer)
## 731 The default weather app on your phone
## 732 The default weather app on your phone
## 733 Local TV News
## 734 The Weather Channel
## 735 Internet search
## 736 The default weather app on your phone
## 737 The default weather app on your phone
## 738 The Weather Channel
## 739 Newspaper
## 740 A specific website or app (please provide the answer)
## 741 The default weather app on your phone
## 742 A specific website or app (please provide the answer)
## 743 The default weather app on your phone
## 744 Local TV News
## 745 Internet search
## 746 Internet search
## 747 Local TV News
## 748 A specific website or app (please provide the answer)
## 749 The Weather Channel
## 750 The Weather Channel
## 751 The default weather app on your phone
## 752 The Weather Channel
## 753 The default weather app on your phone
## 754 The default weather app on your phone
## 755 Local TV News
## 756 The Weather Channel
## 757 Internet search
## 758 Internet search
## 759 A specific website or app (please provide the answer)
## 760 Local TV News
## 761 Local TV News
## 762 A specific website or app (please provide the answer)
## 763 The default weather app on your phone
## 764 A specific website or app (please provide the answer)
## 765 Local TV News
## 766 Internet search
## 767 Local TV News
## 768 The default weather app on your phone
## 769 Local TV News
## 770 The default weather app on your phone
## 771 Local TV News
## 772 Internet search
## 773 The Weather Channel
## 774 The Weather Channel
## 775 Internet search
## 776 The default weather app on your phone
## 777 The Weather Channel
## 778 The Weather Channel
## 779 The Weather Channel
## 780 A specific website or app (please provide the answer)
## 781 Local TV News
## 782 The default weather app on your phone
## 783 Radio weather
## 784 A specific website or app (please provide the answer)
## 785 The Weather Channel
## 786 The default weather app on your phone
## 787 Local TV News
## 788 The default weather app on your phone
## 789 The Weather Channel
## 790 The default weather app on your phone
## 791 The Weather Channel
## 792 Local TV News
## 793 The Weather Channel
## 794 Local TV News
## 795 Internet search
## 796 The default weather app on your phone
## 797 The default weather app on your phone
## 798 The Weather Channel
## 799 Newspaper
## 800 Local TV News
## 801 Local TV News
## 802 Local TV News
## 803 The default weather app on your phone
## 804 A specific website or app (please provide the answer)
## 805 Local TV News
## 806 A specific website or app (please provide the answer)
## 807 The default weather app on your phone
## 808 A specific website or app (please provide the answer)
## 809 The default weather app on your phone
## 810 The Weather Channel
## 811 Local TV News
## 812 Internet search
## 813 A specific website or app (please provide the answer)
## 814 Radio weather
## 815 A specific website or app (please provide the answer)
## 816 The default weather app on your phone
## 817 The Weather Channel
## 818 Internet search
## 819 A specific website or app (please provide the answer)
## 820 A specific website or app (please provide the answer)
## 821 Local TV News
## 822 Local TV News
## 823 A specific website or app (please provide the answer)
## 824 The default weather app on your phone
## 825 The default weather app on your phone
## 826 A specific website or app (please provide the answer)
## 827 Local TV News
## 828 The default weather app on your phone
## 829 Newspaper
## 830 Internet search
## 831 Local TV News
## 832 The default weather app on your phone
## 833 Internet search
## 834 Local TV News
## 835 The default weather app on your phone
## 836 Newspaper
## 837 Local TV News
## 838 The Weather Channel
## 839 The default weather app on your phone
## 840 A specific website or app (please provide the answer)
## 841 A specific website or app (please provide the answer)
## 842 Local TV News
## 843 The default weather app on your phone
## 844 Internet search
## 845 The Weather Channel
## 846 A specific website or app (please provide the answer)
## 847 The default weather app on your phone
## 848 A specific website or app (please provide the answer)
## 849 The default weather app on your phone
## 850 A specific website or app (please provide the answer)
## 851 The default weather app on your phone
## 852 The default weather app on your phone
## 853 Internet search
## 854 Local TV News
## 855 A specific website or app (please provide the answer)
## 856 A specific website or app (please provide the answer)
## 857 The Weather Channel
## 858 The Weather Channel
## 859 Radio weather
## 860 Local TV News
## 861 Internet search
## 862 Newsletter
## 863 A specific website or app (please provide the answer)
## 864 Internet search
## 865 Internet search
## 866 The default weather app on your phone
## 867 The default weather app on your phone
## 868 A specific website or app (please provide the answer)
## 869 The Weather Channel
## 870 The default weather app on your phone
## 871 A specific website or app (please provide the answer)
## 872 Internet search
## 873 Local TV News
## 874 The default weather app on your phone
## 875 A specific website or app (please provide the answer)
## 876 Local TV News
## 877 The default weather app on your phone
## 878 A specific website or app (please provide the answer)
## 879 The Weather Channel
## 880 -
## 881 Internet search
## 882 Local TV News
## 883 Internet search
## 884 Internet search
## 885 Local TV News
## 886 The Weather Channel
## 887 Local TV News
## 888 The default weather app on your phone
## 889 A specific website or app (please provide the answer)
## 890 Newspaper
## 891 Local TV News
## 892 A specific website or app (please provide the answer)
## 893 Local TV News
## 894 Internet search
## 895 The default weather app on your phone
## 896 A specific website or app (please provide the answer)
## 897 The Weather Channel
## 898 The default weather app on your phone
## 899 The Weather Channel
## 900 The default weather app on your phone
## 901 Internet search
## 902 The Weather Channel
## 903 Local TV News
## 904 The default weather app on your phone
## 905 Radio weather
## 906 Local TV News
## 907 The Weather Channel
## 908 Local TV News
## 909 The default weather app on your phone
## 910 A specific website or app (please provide the answer)
## 911 The default weather app on your phone
## 912 A specific website or app (please provide the answer)
## 913 A specific website or app (please provide the answer)
## 914 Newspaper
## 915 The Weather Channel
## 916 The Weather Channel
## 917 Local TV News
## 918 Local TV News
## 919 A specific website or app (please provide the answer)
## 920 The default weather app on your phone
## 921 The default weather app on your phone
## 922 The Weather Channel
## 923 Internet search
## 924 The Weather Channel
## 925 The default weather app on your phone
## 926 Local TV News
## 927 -
## 928 -
## A.specific.website.or.app..please.provide.the.answer.
## 1 -
## 2 -
## 3 -
## 4 -
## 5 Iphone app
## 6 AccuWeather App
## 7 -
## 8 -
## 9 -
## 10 -
## 11 -
## 12 -
## 13 -
## 14 -
## 15 -
## 16 -
## 17 -
## 18 nice
## 19 -
## 20 -
## 21 -
## 22 -
## 23 -
## 24 -
## 25 -
## 26 Weather.com
## 27 -
## 28 -
## 29 -
## 30 -
## 31 -
## 32 -
## 33 -
## 34 -
## 35 -
## 36 -
## 37 -
## 38 Weatherbug
## 39 -
## 40 -
## 41 -
## 42 -
## 43 -
## 44 -
## 45 -
## 46 -
## 47 -
## 48 weather channel app
## 49 -
## 50 -
## 51 -
## 52 -
## 53 -
## 54 -
## 55 -
## 56 -
## 57 Yahoo weather iphone
## 58 -
## 59 -
## 60 -
## 61 -
## 62 -
## 63 -
## 64 -
## 65 Weather Puppy
## 66 AccuWeather
## 67 -
## 68 -
## 69 -
## 70 Apple weater
## 71 -
## 72 -
## 73 -
## 74 The Weather Channel app
## 75 -
## 76 -
## 77 google "weather"
## 78 -
## 79 -
## 80 -
## 81 -
## 82 Weather Underground
## 83 -
## 84 Weather Timeline (android)
## 85 -
## 86 -
## 87 -
## 88 -
## 89 -
## 90 -
## 91 -
## 92 -
## 93 -
## 94 -
## 95 Weatherbug
## 96 -
## 97 -
## 98 -
## 99 -
## 100 1 weather
## 101 -
## 102 -
## 103 -
## 104 -
## 105 -
## 106 -
## 107 -
## 108 -
## 109 -
## 110 -
## 111 -
## 112 Weather Channel app
## 113 -
## 114 Weather Underground, also local tv news half the time.
## 115 -
## 116 weatherbug app
## 117 -
## 118 weather bug
## 119 -
## 120 -
## 121 -
## 122 The Weather Channel app
## 123 -
## 124 -
## 125 -
## 126 -
## 127 -
## 128 -
## 129 -
## 130 -
## 131 FancyClock app on my phone and accuweather.com
## 132 -
## 133 -
## 134 GOES West Satalite
## 135 Intellicast / Storm
## 136 -
## 137 -
## 138 -
## 139 -
## 140 -
## 141 ipod weather
## 142 weatherbug
## 143 -
## 144 weatherbug.com
## 145 -
## 146 -
## 147 iphone weather app
## 148 Weather Bug
## 149 Accuweather
## 150 -
## 151 -
## 152 -
## 153 -
## 154 -
## 155 -
## 156 -
## 157 -
## 158 -
## 159 -
## 160 -
## 161 -
## 162 -
## 163 -
## 164 -
## 165 -
## 166 -
## 167 -
## 168 -
## 169 -
## 170 -
## 171 -
## 172 -
## 173 weather channel app
## 174 -
## 175 -
## 176 -
## 177 -
## 178 -
## 179 -
## 180 www.wunderground.com
## 181 The Weather Channel
## 182 noaa.gov
## 183 -
## 184 -
## 185 -
## 186 -
## 187 -
## 188 -
## 189 -
## 190 -
## 191 1weather
## 192 yahoo
## 193 -
## 194 -
## 195 -
## 196 -
## 197 -
## 198 -
## 199 -
## 200 -
## 201 -
## 202 -
## 203 -
## 204 -
## 205 -
## 206 -
## 207 -
## 208 -
## 209 Weather Bug App
## 210 -
## 211 -
## 212 -
## 213 Yo Window
## 214 -
## 215 Weather bug
## 216 Dark Sky
## 217 -
## 218 -
## 219 -
## 220 -
## 221 -
## 222 -
## 223 -
## 224 -
## 225 Weatherbug
## 226 -
## 227 -
## 228 -
## 229 -
## 230 -
## 231 -
## 232 -
## 233 -
## 234 -
## 235 -
## 236 Accuweather
## 237 -
## 238 aol
## 239 -
## 240 -
## 241 -
## 242 -
## 243 -
## 244 -
## 245 NOAA and The Weather Channel
## 246 -
## 247 weatherbug
## 248 -
## 249 -
## 250 -
## 251 Weather Kitty
## 252 -
## 253 -
## 254 -
## 255 Internet, tv, radio, newspaper
## 256 -
## 257 App on Iphone
## 258 -
## 259 -
## 260 yr.no
## 261 -
## 262 -
## 263 -
## 264 -
## 265 -
## 266 -
## 267 -
## 268 weather.com
## 269 -
## 270 -
## 271 -
## 272 -
## 273 -
## 274 -
## 275 -
## 276 -
## 277 -
## 278 -
## 279 -
## 280 -
## 281 -
## 282 -
## 283 -
## 284 -
## 285 -
## 286 -
## 287 -
## 288 -
## 289 -
## 290 -
## 291 -
## 292 -
## 293 -
## 294 -
## 295 weatherunderground
## 296 -
## 297 wunderground.com
## 298 -
## 299 -
## 300 -
## 301 -
## 302 -
## 303 -
## 304 -
## 305 -
## 306 -
## 307 -
## 308 -
## 309 Weather channel app
## 310 -
## 311 weather.com
## 312 intellicast
## 313 -
## 314 -
## 315 -
## 316 Weather Risk
## 317 -
## 318 -
## 319 local newspaper online Weather Bug NOAH
## 320 -
## 321 -
## 322 -
## 323 -
## 324 -
## 325 -
## 326 AccuWeather or Weather Underground
## 327 -
## 328 -
## 329 -
## 330 -
## 331 -
## 332 -
## 333 Weather Underground
## 334 -
## 335 -
## 336 -
## 337 -
## 338 -
## 339 -
## 340 -
## 341 -
## 342 -
## 343 -
## 344 -
## 345 -
## 346 -
## 347 -
## 348 weather.com
## 349 -
## 350 -
## 351 -
## 352 -
## 353 -
## 354 -
## 355 -
## 356 -
## 357 -
## 358 -
## 359 Weatherbug, Storm
## 360 look/feel the weather outside
## 361 -
## 362 -
## 363 accuweather
## 364 -
## 365 -
## 366 apple-provided site
## 367 -
## 368 -
## 369 -
## 370 -
## 371 -
## 372 -
## 373 -
## 374 -
## 375 -
## 376 -
## 377 -
## 378 -
## 379 -
## 380 -
## 381 -
## 382 -
## 383 Weather channel app on my phone and ipad
## 384 -
## 385 -
## 386 -
## 387 -
## 388 -
## 389 -
## 390 -
## 391 -
## 392 -
## 393 Numerous local weather apps
## 394 -
## 395 -
## 396 -
## 397 The Weather Channel app on my phone
## 398 -
## 399 -
## 400 Accuweather
## 401 -
## 402 -
## 403 Storm Team 4
## 404 -
## 405 -
## 406 -
## 407 -
## 408 -
## 409 -
## 410 -
## 411 -
## 412 -
## 413 KCRA online
## 414 yahoo weather
## 415 Accuweather
## 416 -
## 417 weatherbug on my phone
## 418 -
## 419 -
## 420 -
## 421 -
## 422 the weather channel app on my phone
## 423 Weather Channel.com
## 424 -
## 425 -
## 426 -
## 427 -
## 428 Accuweather
## 429 Weather Channel app on phone
## 430 -
## 431 -
## 432 -
## 433 Weather underground
## 434 -
## 435 -
## 436 yahoo weather
## 437 -
## 438 IPhone
## 439 -
## 440 -
## 441 intellicast
## 442 -
## 443 -
## 444 -
## 445 -
## 446 -
## 447 Weather Channel app android
## 448 NOAA app
## 449 Via my iPhone builtin app
## 450 -
## 451 -
## 452 -
## 453 -
## 454 -
## 455 -
## 456 -
## 457 -
## 458 weatherforyou.com
## 459 -
## 460 -
## 461 -
## 462 -
## 463 -
## 464 -
## 465 -
## 466 -
## 467 -
## 468 Weather Underground through HD Widgets
## 469 Weather Bug
## 470 -
## 471 -
## 472 -
## 473 -
## 474 -
## 475 -
## 476 -
## 477 -
## 478 -
## 479 -
## 480 -
## 481 -
## 482 weather app
## 483 -
## 484 AccuWeather
## 485 -
## 486 -
## 487 -
## 488 -
## 489 -
## 490 -
## 491 iPhone app
## 492 -
## 493 National Weather Service site
## 494 -
## 495 -
## 496 -
## 497 -
## 498 -
## 499 accuweather
## 500 -
## 501 Accuweather
## 502 -
## 503 -
## 504 -
## 505 -
## 506 -
## 507 -
## 508 -
## 509 Weather channel
## 510 -
## 511 -
## 512 -
## 513 -
## 514 -
## 515 -
## 516 intellicast
## 517 -
## 518 -
## 519 -
## 520 -
## 521 -
## 522 -
## 523 -
## 524 -
## 525 -
## 526 -
## 527 -
## 528 -
## 529 Weatherbug
## 530 -
## 531 -
## 532 -
## 533 -
## 534 Weather.com
## 535 -
## 536 -
## 537 the weather channel
## 538 the weather channel
## 539 -
## 540 -
## 541 -
## 542 iPhone weather app
## 543 -
## 544 -
## 545 The Weather Channel for iPhone or iPad
## 546 -
## 547 -
## 548 m.accuweather.com
## 549 -
## 550 -
## 551 -
## 552 National Weather Service
## 553 -
## 554 -
## 555 -
## 556 -
## 557 -
## 558 -
## 559 -
## 560 -
## 561 -
## 562 -
## 563 weather channel
## 564 -
## 565 -
## 566 -
## 567 -
## 568 -
## 569 -
## 570 -
## 571 -
## 572 -
## 573 -
## 574 Google App
## 575 -
## 576 Accuweather
## 577 -
## 578 -
## 579 -
## 580 -
## 581 Accuweather
## 582 -
## 583 The Weather Channel app on my phone.
## 584 -
## 585 -
## 586 -
## 587 -
## 588 -
## 589 -
## 590 -
## 591 -
## 592 -
## 593 -
## 594 weather channel
## 595 -
## 596 -
## 597 -
## 598 WEatherbug
## 599 -
## 600 -
## 601 -
## 602 -
## 603 weatherbug
## 604 -
## 605 DirecTv Weather App
## 606 -
## 607 The Weather Channel app
## 608 -
## 609 -
## 610 -
## 611 -
## 612 -
## 613 iphone
## 614 smart phone
## 615 -
## 616 -
## 617 -
## 618 -
## 619 -
## 620 -
## 621 Weather app
## 622 accuweather
## 623 -
## 624 basic weather app on my iPhone
## 625 -
## 626 phone
## 627 -
## 628 -
## 629 -
## 630 Weather Bug
## 631 -
## 632 -
## 633 -
## 634 WeatherBug
## 635 -
## 636 -
## 637 -
## 638 -
## 639 -
## 640 -
## 641 -
## 642 -
## 643 the weather channel app
## 644 -
## 645 -
## 646 -
## 647 -
## 648 weather bug
## 649 -
## 650 -
## 651 -
## 652 -
## 653 -
## 654 -
## 655 Bing
## 656 -
## 657 Weather Channel App
## 658 -
## 659 -
## 660 -
## 661 -
## 662 -
## 663 -
## 664 -
## 665 -
## 666 -
## 667 -
## 668 -
## 669 -
## 670 -
## 671 -
## 672 -
## 673 -
## 674 -
## 675 -
## 676 -
## 677 -
## 678 -
## 679 -
## 680 weather.com
## 681 -
## 682 -
## 683 -
## 684 -
## 685 -
## 686 -
## 687 Talk to my mother.
## 688 -
## 689 i look outside
## 690 -
## 691 -
## 692 The Weather Channel
## 693 -
## 694 -
## 695 -
## 696 -
## 697 -
## 698 -
## 699 weather.com
## 700 -
## 701 -
## 702 -
## 703 -
## 704 Weather.com
## 705 -
## 706 Weather Channel App in IPhone
## 707 -
## 708 The Weather Channel app
## 709 -
## 710 -
## 711 Weather Channel
## 712 -
## 713 The weather app on the iPhone
## 714 -
## 715 -
## 716 -
## 717 -
## 718 The weather channel iPad app
## 719 -
## 720 weather underground
## 721 -
## 722 -
## 723 -
## 724 -
## 725 My husband usually informs me about the next day's weather.
## 726 -
## 727 -
## 728 -
## 729 -
## 730 weather underground
## 731 -
## 732 -
## 733 -
## 734 -
## 735 -
## 736 -
## 737 -
## 738 -
## 739 -
## 740 Weather.com
## 741 -
## 742 Default iPhone app
## 743 -
## 744 -
## 745 -
## 746 -
## 747 -
## 748 Google now
## 749 -
## 750 -
## 751 -
## 752 -
## 753 -
## 754 -
## 755 -
## 756 -
## 757 -
## 758 -
## 759 Weather Underground
## 760 -
## 761 -
## 762 Chrome app
## 763 -
## 764 Accuweather
## 765 -
## 766 -
## 767 -
## 768 -
## 769 -
## 770 -
## 771 -
## 772 -
## 773 -
## 774 -
## 775 -
## 776 -
## 777 -
## 778 -
## 779 -
## 780 Apple Weather App
## 781 -
## 782 -
## 783 -
## 784 National Weather Service site
## 785 -
## 786 -
## 787 -
## 788 -
## 789 -
## 790 -
## 791 -
## 792 -
## 793 -
## 794 -
## 795 -
## 796 -
## 797 -
## 798 -
## 799 -
## 800 -
## 801 -
## 802 -
## 803 -
## 804 Iphone weather app
## 805 -
## 806 desktop icon
## 807 -
## 808 The one that comes on your iphone
## 809 -
## 810 -
## 811 -
## 812 -
## 813 weather bug
## 814 -
## 815 the weather channel and local TV kxan
## 816 -
## 817 -
## 818 -
## 819 Accuweather
## 820 weather bug
## 821 -
## 822 -
## 823 Wunderground
## 824 -
## 825 -
## 826 weatherbug
## 827 -
## 828 -
## 829 -
## 830 -
## 831 -
## 832 -
## 833 -
## 834 -
## 835 -
## 836 -
## 837 -
## 838 -
## 839 -
## 840 accuweather
## 841 the weather channel app
## 842 -
## 843 -
## 844 -
## 845 -
## 846 Intellicast (site) & WUnderground (app)
## 847 -
## 848 Weather Bug App
## 849 -
## 850 myphone
## 851 -
## 852 -
## 853 -
## 854 -
## 855 weather.com
## 856 weather.gov
## 857 -
## 858 -
## 859 -
## 860 -
## 861 -
## 862 -
## 863 accuweather
## 864 -
## 865 -
## 866 -
## 867 -
## 868 my phone has a pre-loaded app
## 869 -
## 870 -
## 871 www.weather.gov
## 872 -
## 873 -
## 874 -
## 875 weather.com
## 876 -
## 877 -
## 878 Weather Underground
## 879 -
## 880 -
## 881 -
## 882 -
## 883 -
## 884 -
## 885 -
## 886 -
## 887 -
## 888 -
## 889 The Weather Channel app
## 890 -
## 891 -
## 892 Weather & Clock widget
## 893 -
## 894 -
## 895 -
## 896 Weather.com
## 897 -
## 898 -
## 899 -
## 900 -
## 901 -
## 902 -
## 903 -
## 904 -
## 905 -
## 906 -
## 907 -
## 908 -
## 909 -
## 910 Weather.com
## 911 -
## 912 yahoo weather app
## 913 Www.weather.com
## 914 -
## 915 -
## 916 -
## 917 -
## 918 -
## 919 weather app on iphone
## 920 -
## 921 -
## 922 -
## 923 -
## 924 -
## 925 -
## 926 -
## 927 -
## 928 -
## If.you.had.a.smartwatch..like.the.soon.to.be.released.Apple.Watch...how.likely.or.unlikely.would.you.be.to.check.the.weather.on.that.device.
## 1 Very likely
## 2 Very likely
## 3 Very likely
## 4 Somewhat likely
## 5 Very likely
## 6 Somewhat likely
## 7 Very unlikely
## 8 -
## 9 Very likely
## 10 Very likely
## 11 Somewhat unlikely
## 12 Somewhat likely
## 13 -
## 14 Very likely
## 15 Very unlikely
## 16 Somewhat likely
## 17 Very likely
## 18 Very likely
## 19 Very unlikely
## 20 Very likely
## 21 Somewhat unlikely
## 22 Very likely
## 23 Very unlikely
## 24 Very likely
## 25 -
## 26 Very unlikely
## 27 Very likely
## 28 Somewhat likely
## 29 Very likely
## 30 Very unlikely
## 31 Somewhat unlikely
## 32 Somewhat likely
## 33 Somewhat likely
## 34 Very likely
## 35 Very likely
## 36 Somewhat likely
## 37 Very likely
## 38 Very likely
## 39 Very likely
## 40 Very likely
## 41 Very likely
## 42 Very likely
## 43 Somewhat likely
## 44 Very likely
## 45 Very likely
## 46 Somewhat likely
## 47 Somewhat likely
## 48 Somewhat likely
## 49 Very likely
## 50 Somewhat likely
## 51 Very unlikely
## 52 Very likely
## 53 Very unlikely
## 54 Somewhat unlikely
## 55 Somewhat likely
## 56 Somewhat unlikely
## 57 Very likely
## 58 Very unlikely
## 59 Somewhat likely
## 60 Somewhat likely
## 61 Very likely
## 62 Very likely
## 63 Very unlikely
## 64 Somewhat unlikely
## 65 Somewhat likely
## 66 Very likely
## 67 Very unlikely
## 68 Very likely
## 69 Somewhat unlikely
## 70 Somewhat likely
## 71 Very unlikely
## 72 Very likely
## 73 Very likely
## 74 Very likely
## 75 -
## 76 Somewhat likely
## 77 Very likely
## 78 Somewhat likely
## 79 Very likely
## 80 Very likely
## 81 Very unlikely
## 82 Somewhat likely
## 83 Somewhat likely
## 84 Very unlikely
## 85 Somewhat likely
## 86 Very likely
## 87 Somewhat unlikely
## 88 Very unlikely
## 89 Very likely
## 90 Very likely
## 91 Very unlikely
## 92 Very likely
## 93 Somewhat likely
## 94 Somewhat unlikely
## 95 Somewhat likely
## 96 Very unlikely
## 97 Somewhat likely
## 98 Somewhat unlikely
## 99 Somewhat likely
## 100 Very likely
## 101 Very unlikely
## 102 Somewhat likely
## 103 Very likely
## 104 Somewhat likely
## 105 Somewhat likely
## 106 Somewhat unlikely
## 107 Very unlikely
## 108 Somewhat likely
## 109 Somewhat likely
## 110 Very unlikely
## 111 Very unlikely
## 112 Very likely
## 113 Very likely
## 114 Somewhat likely
## 115 Very likely
## 116 Very likely
## 117 Somewhat likely
## 118 Very unlikely
## 119 Very unlikely
## 120 Somewhat likely
## 121 Somewhat likely
## 122 Somewhat likely
## 123 Somewhat likely
## 124 Very likely
## 125 Very unlikely
## 126 Very unlikely
## 127 Somewhat likely
## 128 Very unlikely
## 129 Very likely
## 130 Very likely
## 131 Very likely
## 132 Very unlikely
## 133 Somewhat likely
## 134 Very unlikely
## 135 Very likely
## 136 Somewhat likely
## 137 Somewhat unlikely
## 138 Somewhat likely
## 139 Somewhat likely
## 140 Very likely
## 141 Very likely
## 142 Somewhat unlikely
## 143 Very unlikely
## 144 Very unlikely
## 145 Somewhat likely
## 146 Very unlikely
## 147 Somewhat likely
## 148 Very likely
## 149 Somewhat unlikely
## 150 Somewhat likely
## 151 Very unlikely
## 152 Somewhat likely
## 153 Very likely
## 154 Somewhat likely
## 155 Very unlikely
## 156 Somewhat likely
## 157 Somewhat likely
## 158 Very likely
## 159 Very unlikely
## 160 Very likely
## 161 Very likely
## 162 Very likely
## 163 Very likely
## 164 Very unlikely
## 165 Very unlikely
## 166 Very likely
## 167 Somewhat likely
## 168 Very likely
## 169 Very unlikely
## 170 Somewhat likely
## 171 Very unlikely
## 172 Somewhat likely
## 173 Very likely
## 174 Somewhat likely
## 175 Somewhat likely
## 176 Very likely
## 177 Somewhat likely
## 178 Somewhat likely
## 179 Very unlikely
## 180 Very likely
## 181 Very likely
## 182 Somewhat likely
## 183 Very likely
## 184 Very unlikely
## 185 Somewhat likely
## 186 Somewhat likely
## 187 Somewhat likely
## 188 Very likely
## 189 Very likely
## 190 Very likely
## 191 Very likely
## 192 Very likely
## 193 Somewhat likely
## 194 Somewhat likely
## 195 Very unlikely
## 196 Very likely
## 197 Very likely
## 198 Very likely
## 199 Very likely
## 200 Very likely
## 201 Somewhat likely
## 202 Somewhat likely
## 203 Very unlikely
## 204 Very likely
## 205 Very likely
## 206 Somewhat likely
## 207 Very likely
## 208 Somewhat likely
## 209 Very unlikely
## 210 Somewhat likely
## 211 Somewhat unlikely
## 212 Very likely
## 213 Very unlikely
## 214 Somewhat likely
## 215 Somewhat unlikely
## 216 Very likely
## 217 Very unlikely
## 218 Very unlikely
## 219 Somewhat unlikely
## 220 Very likely
## 221 Very unlikely
## 222 Very likely
## 223 Somewhat unlikely
## 224 Very unlikely
## 225 Somewhat likely
## 226 Somewhat likely
## 227 Somewhat unlikely
## 228 Somewhat unlikely
## 229 Very likely
## 230 Very likely
## 231 Very likely
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## 233 Very likely
## 234 Very unlikely
## 235 Very likely
## 236 Somewhat likely
## 237 Very likely
## 238 Somewhat unlikely
## 239 Very unlikely
## 240 Somewhat likely
## 241 Somewhat likely
## 242 Very unlikely
## 243 Somewhat likely
## 244 Somewhat likely
## 245 Very unlikely
## 246 Very unlikely
## 247 Somewhat likely
## 248 Somewhat unlikely
## 249 Somewhat likely
## 250 Very unlikely
## 251 Somewhat likely
## 252 Very unlikely
## 253 Very likely
## 254 Somewhat unlikely
## 255 Very likely
## 256 Very unlikely
## 257 Somewhat unlikely
## 258 Very likely
## 259 Somewhat likely
## 260 Somewhat likely
## 261 Very unlikely
## 262 Very unlikely
## 263 Very likely
## 264 Somewhat likely
## 265 Very unlikely
## 266 Somewhat likely
## 267 Very likely
## 268 Very likely
## 269 Very likely
## 270 Very unlikely
## 271 Somewhat likely
## 272 Very unlikely
## 273 Very unlikely
## 274 Very likely
## 275 Somewhat likely
## 276 Somewhat unlikely
## 277 Very likely
## 278 Somewhat likely
## 279 Very likely
## 280 Somewhat unlikely
## 281 Very unlikely
## 282 Somewhat unlikely
## 283 Very unlikely
## 284 Very likely
## 285 Very likely
## 286 Very likely
## 287 Somewhat unlikely
## 288 Very likely
## 289 Very likely
## 290 Very likely
## 291 Somewhat likely
## 292 Somewhat likely
## 293 Very unlikely
## 294 Very likely
## 295 Very likely
## 296 Very unlikely
## 297 Very unlikely
## 298 Somewhat likely
## 299 Very unlikely
## 300 Somewhat unlikely
## 301 Very unlikely
## 302 Very unlikely
## 303 Very likely
## 304 Very unlikely
## 305 Very likely
## 306 Very likely
## 307 Very likely
## 308 Very likely
## 309 Very likely
## 310 Somewhat unlikely
## 311 Very likely
## 312 Very unlikely
## 313 Very likely
## 314 Somewhat likely
## 315 Somewhat likely
## 316 Somewhat likely
## 317 Very unlikely
## 318 Somewhat likely
## 319 Somewhat likely
## 320 Somewhat likely
## 321 Very unlikely
## 322 Somewhat likely
## 323 Very unlikely
## 324 Very unlikely
## 325 Very likely
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## 327 Somewhat unlikely
## 328 Somewhat likely
## 329 Very unlikely
## 330 Very likely
## 331 Somewhat likely
## 332 Very unlikely
## 333 Very likely
## 334 Very likely
## 335 Somewhat likely
## 336 Somewhat unlikely
## 337 Very likely
## 338 Somewhat likely
## 339 Very unlikely
## 340 Somewhat likely
## 341 Somewhat unlikely
## 342 Very likely
## 343 Very unlikely
## 344 Somewhat likely
## 345 Very likely
## 346 Somewhat likely
## 347 Very unlikely
## 348 Very likely
## 349 Somewhat unlikely
## 350 Somewhat unlikely
## 351 Somewhat unlikely
## 352 Very unlikely
## 353 Somewhat likely
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## 355 Very likely
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## 358 Very unlikely
## 359 Very likely
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## 361 Very likely
## 362 Very likely
## 363 Somewhat likely
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## 365 Somewhat likely
## 366 Somewhat likely
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## 372 Very likely
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## 374 Very unlikely
## 375 Somewhat likely
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## 377 Very likely
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## 379 Somewhat likely
## 380 Very unlikely
## 381 Very likely
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## 383 Somewhat likely
## 384 Very likely
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## 390 Very likely
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## 392 Very unlikely
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## 394 Very unlikely
## 395 Very likely
## 396 Very unlikely
## 397 Somewhat likely
## 398 Somewhat likely
## 399 Very likely
## 400 Somewhat likely
## 401 Very likely
## 402 Somewhat likely
## 403 Somewhat likely
## 404 Very likely
## 405 Somewhat likely
## 406 Very likely
## 407 -
## 408 -
## 409 Very likely
## 410 Very unlikely
## 411 Very likely
## 412 Somewhat unlikely
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## 414 Very unlikely
## 415 Very likely
## 416 Somewhat likely
## 417 Somewhat likely
## 418 Very likely
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## 428 Somewhat likely
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## 452 Somewhat unlikely
## 453 Somewhat unlikely
## 454 Somewhat likely
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## 456 Very likely
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## 459 Somewhat likely
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## 461 Somewhat likely
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## 465 Somewhat likely
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## 467 Somewhat likely
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## 470 Very likely
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## 475 Somewhat likely
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## 478 Very unlikely
## 479 Somewhat likely
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## 484 Somewhat likely
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## 487 Very likely
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## 491 Somewhat likely
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## 494 Very likely
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## 496 Very likely
## 497 Somewhat likely
## 498 Very likely
## 499 Very likely
## 500 Somewhat likely
## 501 Very likely
## 502 Somewhat likely
## 503 Somewhat likely
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## 505 Very unlikely
## 506 Very unlikely
## 507 Very likely
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## 511 Somewhat likely
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## 514 Very likely
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## 516 Somewhat likely
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## 520 Somewhat unlikely
## 521 Very likely
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## 530 Very likely
## 531 Very unlikely
## 532 Somewhat likely
## 533 Very likely
## 534 Very likely
## 535 Somewhat unlikely
## 536 Somewhat likely
## 537 Very likely
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## 541 Very likely
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## 543 Somewhat likely
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## 545 Very likely
## 546 Somewhat likely
## 547 Somewhat likely
## 548 Very likely
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## 550 Very likely
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## 552 Somewhat likely
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## 554 Very unlikely
## 555 Very likely
## 556 Very likely
## 557 Very unlikely
## 558 Very likely
## 559 Very likely
## 560 Very unlikely
## 561 Very likely
## 562 Very likely
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## 564 Very unlikely
## 565 Very likely
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## 567 Very likely
## 568 Somewhat likely
## 569 Very likely
## 570 -
## 571 Somewhat likely
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## 573 Very likely
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## 575 Very likely
## 576 Very likely
## 577 -
## 578 Somewhat likely
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## 587 Very unlikely
## 588 Somewhat likely
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## 590 Very likely
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## 592 Somewhat likely
## 593 Somewhat likely
## 594 Very likely
## 595 Very likely
## 596 Very likely
## 597 Somewhat likely
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## 600 Very likely
## 601 Very likely
## 602 Very likely
## 603 Somewhat likely
## 604 Very unlikely
## 605 Very unlikely
## 606 Very unlikely
## 607 Very likely
## 608 Very unlikely
## 609 Very likely
## 610 Very likely
## 611 Somewhat likely
## 612 Somewhat likely
## 613 Very unlikely
## 614 Very unlikely
## 615 Very likely
## 616 Somewhat likely
## 617 Somewhat likely
## 618 Very likely
## 619 Very unlikely
## 620 Very unlikely
## 621 Very likely
## 622 Very unlikely
## 623 Very unlikely
## 624 Very likely
## 625 Very likely
## 626 Very unlikely
## 627 Somewhat likely
## 628 Somewhat likely
## 629 Very likely
## 630 Somewhat likely
## 631 Very likely
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## 633 Very unlikely
## 634 Very likely
## 635 Somewhat likely
## 636 Somewhat likely
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## 642 Very likely
## 643 Somewhat likely
## 644 Somewhat likely
## 645 Very likely
## 646 Very likely
## 647 Very likely
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## 650 Somewhat likely
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## 652 Very likely
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## 654 Very likely
## 655 Very likely
## 656 Very likely
## 657 Somewhat likely
## 658 Somewhat likely
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## 660 Very unlikely
## 661 Very likely
## 662 Very likely
## 663 Somewhat likely
## 664 Very likely
## 665 Very unlikely
## 666 Very likely
## 667 Somewhat likely
## 668 Somewhat likely
## 669 Very likely
## 670 Somewhat unlikely
## 671 Somewhat unlikely
## 672 Somewhat unlikely
## 673 Very unlikely
## 674 Somewhat unlikely
## 675 Somewhat unlikely
## 676 Somewhat likely
## 677 Very likely
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## 682 Very likely
## 683 Somewhat likely
## 684 Very likely
## 685 Somewhat likely
## 686 Very likely
## 687 Somewhat unlikely
## 688 Very likely
## 689 Somewhat likely
## 690 Very unlikely
## 691 Somewhat likely
## 692 Very likely
## 693 Somewhat likely
## 694 Very unlikely
## 695 Somewhat likely
## 696 Somewhat unlikely
## 697 Somewhat likely
## 698 Very likely
## 699 Very likely
## 700 Somewhat unlikely
## 701 Somewhat likely
## 702 Very likely
## 703 Very likely
## 704 Somewhat likely
## 705 Very unlikely
## 706 Somewhat likely
## 707 Very likely
## 708 Very unlikely
## 709 Very unlikely
## 710 Very likely
## 711 Somewhat likely
## 712 Somewhat likely
## 713 Very likely
## 714 Very likely
## 715 Very likely
## 716 Very likely
## 717 Very likely
## 718 Very likely
## 719 Somewhat likely
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## 722 Very likely
## 723 Somewhat likely
## 724 Very likely
## 725 Somewhat likely
## 726 Somewhat likely
## 727 Somewhat likely
## 728 Very likely
## 729 Very unlikely
## 730 Very likely
## 731 Somewhat likely
## 732 Very likely
## 733 Somewhat unlikely
## 734 Very likely
## 735 Somewhat likely
## 736 Very likely
## 737 Very unlikely
## 738 Very likely
## 739 Very unlikely
## 740 Very likely
## 741 Somewhat likely
## 742 Very likely
## 743 Very likely
## 744 Somewhat unlikely
## 745 Very unlikely
## 746 Very likely
## 747 Somewhat likely
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## 750 Very likely
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## 754 Very likely
## 755 Very unlikely
## 756 Very unlikely
## 757 Somewhat likely
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## 759 Very unlikely
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## 762 Very likely
## 763 Very likely
## 764 Somewhat likely
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## 767 Somewhat likely
## 768 Somewhat likely
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## 771 Very unlikely
## 772 Somewhat likely
## 773 Very likely
## 774 Very likely
## 775 Very unlikely
## 776 Very likely
## 777 Very likely
## 778 Somewhat likely
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## 780 Very likely
## 781 Somewhat likely
## 782 Very unlikely
## 783 Very unlikely
## 784 Somewhat unlikely
## 785 Very unlikely
## 786 Very unlikely
## 787 Very unlikely
## 788 Somewhat likely
## 789 Somewhat likely
## 790 Very likely
## 791 Very likely
## 792 Somewhat likely
## 793 Somewhat likely
## 794 Very likely
## 795 Very likely
## 796 Somewhat likely
## 797 Very likely
## 798 Very likely
## 799 Somewhat likely
## 800 Somewhat likely
## 801 Very likely
## 802 Somewhat likely
## 803 Very unlikely
## 804 Somewhat likely
## 805 Very likely
## 806 Somewhat likely
## 807 Somewhat likely
## 808 Very likely
## 809 Very likely
## 810 Somewhat likely
## 811 Somewhat likely
## 812 Somewhat likely
## 813 Somewhat likely
## 814 Somewhat likely
## 815 Very likely
## 816 Somewhat unlikely
## 817 Somewhat likely
## 818 Very unlikely
## 819 Very likely
## 820 Very likely
## 821 Somewhat likely
## 822 Very unlikely
## 823 Very likely
## 824 Very likely
## 825 Very unlikely
## 826 Very unlikely
## 827 Very unlikely
## 828 Somewhat likely
## 829 Somewhat likely
## 830 Very likely
## 831 Very likely
## 832 Very likely
## 833 Very likely
## 834 Very unlikely
## 835 Very unlikely
## 836 Very unlikely
## 837 Somewhat likely
## 838 Very unlikely
## 839 Somewhat likely
## 840 Very likely
## 841 Very unlikely
## 842 Somewhat unlikely
## 843 Very likely
## 844 Somewhat likely
## 845 Very likely
## 846 Very likely
## 847 Somewhat unlikely
## 848 Very likely
## 849 Very unlikely
## 850 Very unlikely
## 851 Very unlikely
## 852 Very likely
## 853 Very likely
## 854 Somewhat likely
## 855 Very unlikely
## 856 Somewhat likely
## 857 Somewhat likely
## 858 Somewhat likely
## 859 Very likely
## 860 Very likely
## 861 Very likely
## 862 Somewhat unlikely
## 863 Somewhat likely
## 864 Very likely
## 865 Somewhat likely
## 866 Very likely
## 867 Somewhat likely
## 868 Very likely
## 869 Somewhat likely
## 870 Very likely
## 871 Somewhat likely
## 872 Very unlikely
## 873 Very unlikely
## 874 Very likely
## 875 Somewhat unlikely
## 876 Somewhat unlikely
## 877 Somewhat likely
## 878 Very likely
## 879 Very likely
## 880 -
## 881 Somewhat likely
## 882 Very unlikely
## 883 Somewhat likely
## 884 Somewhat likely
## 885 Somewhat likely
## 886 Very likely
## 887 Very unlikely
## 888 Very unlikely
## 889 Very likely
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## 892 Very likely
## 893 Very likely
## 894 Somewhat likely
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## 896 Very likely
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## 902 Very likely
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## 904 Very likely
## 905 Somewhat likely
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## 909 Somewhat likely
## 910 Very likely
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## 914 Somewhat likely
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## 917 Very likely
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## 919 Very likely
## 920 Very likely
## 921 Somewhat likely
## 922 Very unlikely
## 923 Very unlikely
## 924 Very likely
## 925 Very likely
## 926 Somewhat likely
## 927 -
## 928 -
## Age What.is.your.gender.
## 1 30 - 44 Male
## 2 18 - 29 Male
## 3 30 - 44 Male
## 4 30 - 44 Male
## 5 30 - 44 Male
## 6 18 - 29 Male
## 7 30 - 44 Male
## 8 - -
## 9 30 - 44 Male
## 10 30 - 44 Male
## 11 18 - 29 Male
## 12 30 - 44 Male
## 13 - -
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## 15 18 - 29 Male
## 16 18 - 29 Male
## 17 30 - 44 Male
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## 19 30 - 44 Female
## 20 18 - 29 Male
## 21 18 - 29 Male
## 22 30 - 44 Male
## 23 30 - 44 Male
## 24 30 - 44 Male
## 25 - -
## 26 30 - 44 Male
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## 29 45 - 59 Female
## 30 18 - 29 Male
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## 33 18 - 29 Male
## 34 18 - 29 Male
## 35 60+ Female
## 36 18 - 29 Male
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## 52 60+ Male
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## 75 - -
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## 187 60+ Female
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## 363 30 - 44 Female
## 364 45 - 59 Female
## 365 30 - 44 Female
## 366 60+ Female
## 367 30 - 44 Female
## 368 45 - 59 Female
## 369 30 - 44 Female
## 370 30 - 44 Female
## 371 30 - 44 Female
## 372 45 - 59 Male
## 373 30 - 44 Female
## 374 60+ Female
## 375 60+ Male
## 376 60+ Male
## 377 45 - 59 Female
## 378 45 - 59 Male
## 379 45 - 59 Female
## 380 60+ Female
## 381 45 - 59 Female
## 382 45 - 59 Female
## 383 45 - 59 Female
## 384 60+ Female
## 385 45 - 59 Female
## 386 45 - 59 Female
## 387 45 - 59 Male
## 388 45 - 59 Male
## 389 45 - 59 Female
## 390 45 - 59 Female
## 391 30 - 44 Female
## 392 30 - 44 Female
## 393 60+ Female
## 394 45 - 59 Female
## 395 45 - 59 Female
## 396 30 - 44 Female
## 397 45 - 59 Female
## 398 30 - 44 Male
## 399 45 - 59 Male
## 400 60+ Male
## 401 45 - 59 Female
## 402 45 - 59 Female
## 403 60+ Male
## 404 60+ Female
## 405 45 - 59 Female
## 406 30 - 44 Male
## 407 - -
## 408 - -
## 409 60+ Male
## 410 30 - 44 Female
## 411 45 - 59 Female
## 412 45 - 59 Female
## 413 45 - 59 Female
## 414 30 - 44 Female
## 415 30 - 44 Female
## 416 18 - 29 Male
## 417 45 - 59 Female
## 418 45 - 59 Female
## 419 60+ Female
## 420 30 - 44 Female
## 421 45 - 59 Male
## 422 30 - 44 Female
## 423 60+ Male
## 424 60+ Male
## 425 18 - 29 Male
## 426 30 - 44 Female
## 427 60+ Female
## 428 45 - 59 Male
## 429 45 - 59 Male
## 430 45 - 59 Female
## 431 60+ Female
## 432 30 - 44 Female
## 433 45 - 59 Male
## 434 45 - 59 Male
## 435 45 - 59 Female
## 436 60+ Female
## 437 60+ Male
## 438 45 - 59 Female
## 439 60+ Male
## 440 18 - 29 Female
## 441 30 - 44 Male
## 442 45 - 59 Female
## 443 45 - 59 Female
## 444 18 - 29 Female
## 445 18 - 29 Male
## 446 18 - 29 Female
## 447 45 - 59 Male
## 448 60+ Male
## 449 60+ Male
## 450 18 - 29 Female
## 451 18 - 29 Male
## 452 60+ Male
## 453 45 - 59 Male
## 454 18 - 29 Female
## 455 18 - 29 Female
## 456 45 - 59 Male
## 457 18 - 29 Female
## 458 60+ Female
## 459 30 - 44 Female
## 460 30 - 44 Female
## 461 60+ Female
## 462 60+ Male
## 463 60+ Female
## 464 60+ Male
## 465 45 - 59 Male
## 466 60+ Female
## 467 60+ Female
## 468 18 - 29 Female
## 469 45 - 59 Male
## 470 30 - 44 Female
## 471 45 - 59 Female
## 472 18 - 29 Female
## 473 45 - 59 Female
## 474 45 - 59 Female
## 475 18 - 29 Female
## 476 18 - 29 Female
## 477 45 - 59 Female
## 478 45 - 59 Female
## 479 30 - 44 Female
## 480 30 - 44 Female
## 481 45 - 59 Female
## 482 30 - 44 Female
## 483 60+ Male
## 484 30 - 44 Female
## 485 30 - 44 Female
## 486 60+ Female
## 487 18 - 29 Female
## 488 18 - 29 Female
## 489 60+ Female
## 490 45 - 59 Female
## 491 30 - 44 Female
## 492 18 - 29 Female
## 493 45 - 59 Female
## 494 60+ Female
## 495 30 - 44 Female
## 496 60+ Female
## 497 60+ Male
## 498 60+ Male
## 499 60+ Female
## 500 45 - 59 Female
## 501 18 - 29 Female
## 502 45 - 59 Male
## 503 45 - 59 Female
## 504 60+ Male
## 505 60+ Female
## 506 30 - 44 Female
## 507 60+ Male
## 508 30 - 44 Female
## 509 45 - 59 Male
## 510 60+ Female
## 511 60+ Male
## 512 60+ Male
## 513 18 - 29 Female
## 514 18 - 29 Female
## 515 45 - 59 Female
## 516 60+ Male
## 517 18 - 29 Female
## 518 18 - 29 Female
## 519 60+ Male
## 520 45 - 59 Female
## 521 45 - 59 Male
## 522 18 - 29 Female
## 523 18 - 29 Female
## 524 45 - 59 Male
## 525 60+ Female
## 526 45 - 59 Female
## 527 60+ Female
## 528 60+ Male
## 529 60+ Male
## 530 45 - 59 Female
## 531 18 - 29 Female
## 532 18 - 29 Female
## 533 45 - 59 Male
## 534 60+ Female
## 535 18 - 29 Female
## 536 45 - 59 Female
## 537 30 - 44 Female
## 538 45 - 59 Female
## 539 18 - 29 Female
## 540 18 - 29 Female
## 541 45 - 59 Male
## 542 18 - 29 Female
## 543 - -
## 544 60+ Male
## 545 45 - 59 Female
## 546 60+ Female
## 547 18 - 29 Female
## 548 45 - 59 Female
## 549 60+ Male
## 550 18 - 29 Female
## 551 18 - 29 Female
## 552 45 - 59 Female
## 553 45 - 59 Female
## 554 45 - 59 Female
## 555 18 - 29 Female
## 556 60+ Male
## 557 45 - 59 Female
## 558 60+ Female
## 559 60+ Female
## 560 30 - 44 Female
## 561 60+ Male
## 562 45 - 59 Female
## 563 30 - 44 Female
## 564 60+ Male
## 565 45 - 59 Female
## 566 45 - 59 Female
## 567 18 - 29 Female
## 568 45 - 59 Female
## 569 45 - 59 Male
## 570 - -
## 571 30 - 44 Female
## 572 60+ Female
## 573 45 - 59 Male
## 574 18 - 29 Female
## 575 18 - 29 Female
## 576 60+ Female
## 577 - -
## 578 45 - 59 Female
## 579 45 - 59 Female
## 580 45 - 59 Female
## 581 45 - 59 Female
## 582 60+ Male
## 583 45 - 59 Male
## 584 18 - 29 Female
## 585 60+ Female
## 586 18 - 29 Female
## 587 60+ Male
## 588 45 - 59 Female
## 589 60+ Male
## 590 45 - 59 Female
## 591 30 - 44 Female
## 592 60+ Female
## 593 18 - 29 Female
## 594 60+ Male
## 595 45 - 59 Female
## 596 60+ Male
## 597 60+ Female
## 598 30 - 44 Female
## 599 45 - 59 Female
## 600 45 - 59 Male
## 601 45 - 59 Female
## 602 45 - 59 Female
## 603 30 - 44 Female
## 604 18 - 29 Female
## 605 45 - 59 Male
## 606 60+ Female
## 607 45 - 59 Female
## 608 60+ Female
## 609 60+ Male
## 610 60+ Female
## 611 18 - 29 Female
## 612 45 - 59 Female
## 613 30 - 44 Female
## 614 60+ Male
## 615 18 - 29 Female
## 616 30 - 44 Female
## 617 60+ Female
## 618 45 - 59 Female
## 619 60+ Female
## 620 30 - 44 Female
## 621 18 - 29 Female
## 622 60+ Female
## 623 45 - 59 Male
## 624 45 - 59 Female
## 625 18 - 29 Female
## 626 18 - 29 Female
## 627 60+ Female
## 628 60+ Male
## 629 18 - 29 Female
## 630 60+ Female
## 631 45 - 59 Female
## 632 45 - 59 Female
## 633 45 - 59 Female
## 634 45 - 59 Female
## 635 18 - 29 Female
## 636 45 - 59 Male
## 637 60+ Female
## 638 30 - 44 Female
## 639 45 - 59 Female
## 640 45 - 59 Female
## 641 30 - 44 Female
## 642 30 - 44 Female
## 643 18 - 29 Female
## 644 30 - 44 Male
## 645 30 - 44 Female
## 646 45 - 59 Female
## 647 45 - 59 Male
## 648 45 - 59 Male
## 649 45 - 59 Female
## 650 60+ Female
## 651 18 - 29 Female
## 652 18 - 29 Female
## 653 45 - 59 Male
## 654 60+ Female
## 655 60+ Female
## 656 60+ Male
## 657 30 - 44 Female
## 658 18 - 29 Female
## 659 60+ Female
## 660 60+ Female
## 661 60+ Female
## 662 60+ Female
## 663 30 - 44 Female
## 664 30 - 44 Female
## 665 30 - 44 Female
## 666 18 - 29 Female
## 667 60+ Male
## 668 60+ Female
## 669 60+ Male
## 670 60+ Female
## 671 45 - 59 Female
## 672 45 - 59 Female
## 673 60+ Female
## 674 60+ Male
## 675 60+ Female
## 676 18 - 29 Female
## 677 45 - 59 Female
## 678 18 - 29 Female
## 679 30 - 44 Female
## 680 60+ Female
## 681 60+ Female
## 682 18 - 29 Female
## 683 18 - 29 Female
## 684 60+ Male
## 685 18 - 29 Female
## 686 45 - 59 Female
## 687 45 - 59 Female
## 688 45 - 59 Female
## 689 30 - 44 Female
## 690 18 - 29 Female
## 691 18 - 29 Female
## 692 45 - 59 Female
## 693 60+ Male
## 694 18 - 29 Female
## 695 45 - 59 Male
## 696 60+ Male
## 697 60+ Male
## 698 45 - 59 Female
## 699 30 - 44 Female
## 700 60+ Female
## 701 18 - 29 Female
## 702 45 - 59 Female
## 703 60+ Male
## 704 60+ Female
## 705 30 - 44 Female
## 706 60+ Female
## 707 60+ Male
## 708 60+ Male
## 709 60+ Male
## 710 45 - 59 Male
## 711 30 - 44 Female
## 712 30 - 44 Female
## 713 18 - 29 Female
## 714 60+ Female
## 715 45 - 59 Female
## 716 60+ Male
## 717 30 - 44 Female
## 718 60+ Female
## 719 18 - 29 Female
## 720 18 - 29 Female
## 721 45 - 59 Female
## 722 60+ Male
## 723 60+ Female
## 724 45 - 59 Male
## 725 30 - 44 Female
## 726 60+ Male
## 727 60+ Male
## 728 45 - 59 Male
## 729 60+ Female
## 730 45 - 59 Female
## 731 45 - 59 Female
## 732 18 - 29 Female
## 733 45 - 59 Female
## 734 30 - 44 Female
## 735 18 - 29 Female
## 736 18 - 29 Female
## 737 30 - 44 Female
## 738 18 - 29 Female
## 739 60+ Male
## 740 45 - 59 Female
## 741 18 - 29 Female
## 742 18 - 29 Female
## 743 18 - 29 Female
## 744 60+ Male
## 745 60+ Male
## 746 45 - 59 Male
## 747 45 - 59 Female
## 748 30 - 44 Female
## 749 45 - 59 Male
## 750 45 - 59 Female
## 751 60+ Male
## 752 18 - 29 Female
## 753 45 - 59 Female
## 754 45 - 59 Female
## 755 45 - 59 Female
## 756 60+ Female
## 757 60+ Male
## 758 30 - 44 Female
## 759 45 - 59 Male
## 760 18 - 29 Female
## 761 45 - 59 Female
## 762 30 - 44 Female
## 763 30 - 44 Female
## 764 18 - 29 Female
## 765 30 - 44 Female
## 766 30 - 44 Female
## 767 60+ Male
## 768 18 - 29 Female
## 769 60+ Male
## 770 18 - 29 Female
## 771 30 - 44 Female
## 772 30 - 44 Female
## 773 30 - 44 Female
## 774 30 - 44 Female
## 775 18 - 29 Female
## 776 18 - 29 Male
## 777 60+ Female
## 778 30 - 44 Female
## 779 18 - 29 Female
## 780 18 - 29 Female
## 781 45 - 59 Female
## 782 18 - 29 Female
## 783 60+ Male
## 784 60+ Male
## 785 60+ Male
## 786 30 - 44 Female
## 787 30 - 44 Female
## 788 18 - 29 Female
## 789 60+ Female
## 790 45 - 59 Female
## 791 30 - 44 Female
## 792 45 - 59 Female
## 793 18 - 29 Female
## 794 45 - 59 Male
## 795 18 - 29 Female
## 796 30 - 44 Female
## 797 18 - 29 Female
## 798 18 - 29 Male
## 799 45 - 59 Male
## 800 60+ Male
## 801 60+ Female
## 802 60+ Male
## 803 18 - 29 Female
## 804 18 - 29 Female
## 805 60+ Female
## 806 45 - 59 Female
## 807 18 - 29 Female
## 808 18 - 29 Female
## 809 18 - 29 Female
## 810 30 - 44 Female
## 811 45 - 59 Female
## 812 60+ Female
## 813 45 - 59 Female
## 814 60+ Male
## 815 60+ Female
## 816 18 - 29 Female
## 817 45 - 59 Male
## 818 18 - 29 Female
## 819 45 - 59 Male
## 820 45 - 59 Female
## 821 60+ Female
## 822 60+ Female
## 823 60+ Female
## 824 45 - 59 Female
## 825 18 - 29 Female
## 826 18 - 29 Female
## 827 45 - 59 Female
## 828 30 - 44 Female
## 829 45 - 59 Female
## 830 30 - 44 Female
## 831 30 - 44 Female
## 832 60+ Male
## 833 18 - 29 Female
## 834 45 - 59 Female
## 835 30 - 44 Female
## 836 45 - 59 Female
## 837 45 - 59 Female
## 838 45 - 59 Male
## 839 30 - 44 Female
## 840 45 - 59 Female
## 841 18 - 29 Female
## 842 60+ Female
## 843 30 - 44 Female
## 844 60+ Male
## 845 45 - 59 Female
## 846 45 - 59 Male
## 847 18 - 29 Female
## 848 18 - 29 Female
## 849 45 - 59 Male
## 850 60+ Female
## 851 18 - 29 Female
## 852 30 - 44 Female
## 853 30 - 44 Female
## 854 18 - 29 Female
## 855 30 - 44 Female
## 856 30 - 44 Female
## 857 45 - 59 Female
## 858 30 - 44 Female
## 859 18 - 29 Female
## 860 60+ Male
## 861 18 - 29 Female
## 862 45 - 59 Female
## 863 18 - 29 Female
## 864 30 - 44 Female
## 865 30 - 44 Female
## 866 18 - 29 Female
## 867 30 - 44 Female
## 868 45 - 59 Female
## 869 18 - 29 Female
## 870 60+ Female
## 871 30 - 44 Female
## 872 60+ Female
## 873 60+ Female
## 874 45 - 59 Female
## 875 60+ Female
## 876 30 - 44 Female
## 877 45 - 59 Female
## 878 18 - 29 Female
## 879 18 - 29 Female
## 880 - -
## 881 60+ Female
## 882 45 - 59 Female
## 883 60+ Female
## 884 45 - 59 Male
## 885 45 - 59 Male
## 886 45 - 59 Female
## 887 45 - 59 Female
## 888 18 - 29 Female
## 889 45 - 59 Male
## 890 60+ Female
## 891 30 - 44 Female
## 892 18 - 29 Female
## 893 45 - 59 Female
## 894 45 - 59 Female
## 895 30 - 44 Female
## 896 60+ Male
## 897 30 - 44 Female
## 898 30 - 44 Female
## 899 18 - 29 Female
## 900 60+ Male
## 901 30 - 44 Female
## 902 30 - 44 Female
## 903 45 - 59 Male
## 904 60+ Female
## 905 60+ Male
## 906 45 - 59 Female
## 907 45 - 59 Female
## 908 30 - 44 Female
## 909 45 - 59 Female
## 910 30 - 44 Female
## 911 30 - 44 Female
## 912 45 - 59 Female
## 913 30 - 44 Female
## 914 45 - 59 Female
## 915 30 - 44 Male
## 916 45 - 59 Female
## 917 45 - 59 Female
## 918 45 - 59 Female
## 919 30 - 44 Female
## 920 18 - 29 Female
## 921 45 - 59 Female
## 922 30 - 44 Female
## 923 60+ Female
## 924 45 - 59 Female
## 925 30 - 44 Female
## 926 60+ Female
## 927 - -
## 928 - -
## How.much.total.combined.money.did.all.members.of.your.HOUSEHOLD.earn.last.year.
## 1 $50,000 to $74,999
## 2 Prefer not to answer
## 3 $100,000 to $124,999
## 4 Prefer not to answer
## 5 $150,000 to $174,999
## 6 $100,000 to $124,999
## 7 $25,000 to $49,999
## 8 -
## 9 Prefer not to answer
## 10 $150,000 to $174,999
## 11 $0 to $9,999
## 12 $100,000 to $124,999
## 13 -
## 14 $0 to $9,999
## 15 $10,000 to $24,999
## 16 $75,000 to $99,999
## 17 $10,000 to $24,999
## 18 $25,000 to $49,999
## 19 $25,000 to $49,999
## 20 $25,000 to $49,999
## 21 $25,000 to $49,999
## 22 $150,000 to $174,999
## 23 Prefer not to answer
## 24 $25,000 to $49,999
## 25 -
## 26 $75,000 to $99,999
## 27 $10,000 to $24,999
## 28 $25,000 to $49,999
## 29 $200,000 and up
## 30 $0 to $9,999
## 31 $10,000 to $24,999
## 32 $25,000 to $49,999
## 33 $0 to $9,999
## 34 $0 to $9,999
## 35 $50,000 to $74,999
## 36 $75,000 to $99,999
## 37 $50,000 to $74,999
## 38 $25,000 to $49,999
## 39 $50,000 to $74,999
## 40 Prefer not to answer
## 41 Prefer not to answer
## 42 $200,000 and up
## 43 $150,000 to $174,999
## 44 $100,000 to $124,999
## 45 $100,000 to $124,999
## 46 $25,000 to $49,999
## 47 $10,000 to $24,999
## 48 $50,000 to $74,999
## 49 $10,000 to $24,999
## 50 $10,000 to $24,999
## 51 $100,000 to $124,999
## 52 Prefer not to answer
## 53 $50,000 to $74,999
## 54 $200,000 and up
## 55 $10,000 to $24,999
## 56 Prefer not to answer
## 57 $25,000 to $49,999
## 58 $175,000 to $199,999
## 59 Prefer not to answer
## 60 $50,000 to $74,999
## 61 $10,000 to $24,999
## 62 $75,000 to $99,999
## 63 $125,000 to $149,999
## 64 $125,000 to $149,999
## 65 $75,000 to $99,999
## 66 $0 to $9,999
## 67 $10,000 to $24,999
## 68 $200,000 and up
## 69 $25,000 to $49,999
## 70 $10,000 to $24,999
## 71 $0 to $9,999
## 72 $25,000 to $49,999
## 73 $50,000 to $74,999
## 74 $10,000 to $24,999
## 75 -
## 76 $150,000 to $174,999
## 77 $0 to $9,999
## 78 $175,000 to $199,999
## 79 $125,000 to $149,999
## 80 $200,000 and up
## 81 Prefer not to answer
## 82 $100,000 to $124,999
## 83 $75,000 to $99,999
## 84 $125,000 to $149,999
## 85 $100,000 to $124,999
## 86 $25,000 to $49,999
## 87 $10,000 to $24,999
## 88 $0 to $9,999
## 89 $0 to $9,999
## 90 $100,000 to $124,999
## 91 $25,000 to $49,999
## 92 $0 to $9,999
## 93 Prefer not to answer
## 94 $75,000 to $99,999
## 95 $0 to $9,999
## 96 Prefer not to answer
## 97 $50,000 to $74,999
## 98 Prefer not to answer
## 99 Prefer not to answer
## 100 $150,000 to $174,999
## 101 $0 to $9,999
## 102 $10,000 to $24,999
## 103 $200,000 and up
## 104 $50,000 to $74,999
## 105 $10,000 to $24,999
## 106 $100,000 to $124,999
## 107 $50,000 to $74,999
## 108 $10,000 to $24,999
## 109 $50,000 to $74,999
## 110 $75,000 to $99,999
## 111 $50,000 to $74,999
## 112 $50,000 to $74,999
## 113 $100,000 to $124,999
## 114 $10,000 to $24,999
## 115 $125,000 to $149,999
## 116 $75,000 to $99,999
## 117 $75,000 to $99,999
## 118 $75,000 to $99,999
## 119 $150,000 to $174,999
## 120 Prefer not to answer
## 121 $25,000 to $49,999
## 122 $200,000 and up
## 123 $25,000 to $49,999
## 124 $50,000 to $74,999
## 125 $75,000 to $99,999
## 126 $10,000 to $24,999
## 127 $200,000 and up
## 128 $25,000 to $49,999
## 129 $0 to $9,999
## 130 $25,000 to $49,999
## 131 $125,000 to $149,999
## 132 $0 to $9,999
## 133 Prefer not to answer
## 134 $75,000 to $99,999
## 135 $150,000 to $174,999
## 136 $75,000 to $99,999
## 137 $0 to $9,999
## 138 $75,000 to $99,999
## 139 $50,000 to $74,999
## 140 $175,000 to $199,999
## 141 $50,000 to $74,999
## 142 $100,000 to $124,999
## 143 $200,000 and up
## 144 $200,000 and up
## 145 $125,000 to $149,999
## 146 $125,000 to $149,999
## 147 $50,000 to $74,999
## 148 $150,000 to $174,999
## 149 $50,000 to $74,999
## 150 $100,000 to $124,999
## 151 $150,000 to $174,999
## 152 $100,000 to $124,999
## 153 $100,000 to $124,999
## 154 $100,000 to $124,999
## 155 $10,000 to $24,999
## 156 Prefer not to answer
## 157 $150,000 to $174,999
## 158 $125,000 to $149,999
## 159 Prefer not to answer
## 160 $150,000 to $174,999
## 161 $0 to $9,999
## 162 Prefer not to answer
## 163 $50,000 to $74,999
## 164 $100,000 to $124,999
## 165 $75,000 to $99,999
## 166 $175,000 to $199,999
## 167 $0 to $9,999
## 168 $200,000 and up
## 169 $200,000 and up
## 170 $75,000 to $99,999
## 171 $100,000 to $124,999
## 172 $10,000 to $24,999
## 173 $25,000 to $49,999
## 174 $100,000 to $124,999
## 175 $50,000 to $74,999
## 176 Prefer not to answer
## 177 $125,000 to $149,999
## 178 $50,000 to $74,999
## 179 $200,000 and up
## 180 $25,000 to $49,999
## 181 $75,000 to $99,999
## 182 Prefer not to answer
## 183 $100,000 to $124,999
## 184 Prefer not to answer
## 185 $25,000 to $49,999
## 186 $75,000 to $99,999
## 187 $100,000 to $124,999
## 188 $75,000 to $99,999
## 189 Prefer not to answer
## 190 $50,000 to $74,999
## 191 $50,000 to $74,999
## 192 $100,000 to $124,999
## 193 $50,000 to $74,999
## 194 $25,000 to $49,999
## 195 $100,000 to $124,999
## 196 $50,000 to $74,999
## 197 $10,000 to $24,999
## 198 $100,000 to $124,999
## 199 Prefer not to answer
## 200 $50,000 to $74,999
## 201 $25,000 to $49,999
## 202 $125,000 to $149,999
## 203 $75,000 to $99,999
## 204 $0 to $9,999
## 205 $50,000 to $74,999
## 206 $75,000 to $99,999
## 207 $50,000 to $74,999
## 208 $200,000 and up
## 209 $125,000 to $149,999
## 210 Prefer not to answer
## 211 $75,000 to $99,999
## 212 $100,000 to $124,999
## 213 $25,000 to $49,999
## 214 $100,000 to $124,999
## 215 $50,000 to $74,999
## 216 $200,000 and up
## 217 $175,000 to $199,999
## 218 $100,000 to $124,999
## 219 $10,000 to $24,999
## 220 $75,000 to $99,999
## 221 $100,000 to $124,999
## 222 $50,000 to $74,999
## 223 $75,000 to $99,999
## 224 $75,000 to $99,999
## 225 $125,000 to $149,999
## 226 $25,000 to $49,999
## 227 $0 to $9,999
## 228 $175,000 to $199,999
## 229 $175,000 to $199,999
## 230 Prefer not to answer
## 231 $100,000 to $124,999
## 232 Prefer not to answer
## 233 $50,000 to $74,999
## 234 $100,000 to $124,999
## 235 $10,000 to $24,999
## 236 $100,000 to $124,999
## 237 $50,000 to $74,999
## 238 $25,000 to $49,999
## 239 Prefer not to answer
## 240 $100,000 to $124,999
## 241 $0 to $9,999
## 242 $10,000 to $24,999
## 243 $75,000 to $99,999
## 244 $10,000 to $24,999
## 245 $10,000 to $24,999
## 246 Prefer not to answer
## 247 Prefer not to answer
## 248 $50,000 to $74,999
## 249 $100,000 to $124,999
## 250 Prefer not to answer
## 251 $10,000 to $24,999
## 252 $100,000 to $124,999
## 253 $0 to $9,999
## 254 $50,000 to $74,999
## 255 $200,000 and up
## 256 $25,000 to $49,999
## 257 $10,000 to $24,999
## 258 $175,000 to $199,999
## 259 $50,000 to $74,999
## 260 Prefer not to answer
## 261 Prefer not to answer
## 262 $25,000 to $49,999
## 263 $100,000 to $124,999
## 264 Prefer not to answer
## 265 $100,000 to $124,999
## 266 Prefer not to answer
## 267 $50,000 to $74,999
## 268 Prefer not to answer
## 269 Prefer not to answer
## 270 $150,000 to $174,999
## 271 Prefer not to answer
## 272 Prefer not to answer
## 273 $10,000 to $24,999
## 274 $25,000 to $49,999
## 275 $100,000 to $124,999
## 276 $125,000 to $149,999
## 277 $25,000 to $49,999
## 278 $10,000 to $24,999
## 279 $25,000 to $49,999
## 280 $100,000 to $124,999
## 281 $50,000 to $74,999
## 282 Prefer not to answer
## 283 $10,000 to $24,999
## 284 $75,000 to $99,999
## 285 Prefer not to answer
## 286 $25,000 to $49,999
## 287 $50,000 to $74,999
## 288 $10,000 to $24,999
## 289 $175,000 to $199,999
## 290 $150,000 to $174,999
## 291 $25,000 to $49,999
## 292 $100,000 to $124,999
## 293 $75,000 to $99,999
## 294 $10,000 to $24,999
## 295 $10,000 to $24,999
## 296 $0 to $9,999
## 297 $50,000 to $74,999
## 298 $125,000 to $149,999
## 299 $50,000 to $74,999
## 300 $50,000 to $74,999
## 301 $75,000 to $99,999
## 302 $75,000 to $99,999
## 303 Prefer not to answer
## 304 Prefer not to answer
## 305 $100,000 to $124,999
## 306 $100,000 to $124,999
## 307 $50,000 to $74,999
## 308 $100,000 to $124,999
## 309 $75,000 to $99,999
## 310 $125,000 to $149,999
## 311 $100,000 to $124,999
## 312 $100,000 to $124,999
## 313 Prefer not to answer
## 314 Prefer not to answer
## 315 $25,000 to $49,999
## 316 $50,000 to $74,999
## 317 $175,000 to $199,999
## 318 Prefer not to answer
## 319 $150,000 to $174,999
## 320 $25,000 to $49,999
## 321 $50,000 to $74,999
## 322 $100,000 to $124,999
## 323 $50,000 to $74,999
## 324 Prefer not to answer
## 325 $50,000 to $74,999
## 326 Prefer not to answer
## 327 Prefer not to answer
## 328 $10,000 to $24,999
## 329 $25,000 to $49,999
## 330 $25,000 to $49,999
## 331 $50,000 to $74,999
## 332 $200,000 and up
## 333 $25,000 to $49,999
## 334 $25,000 to $49,999
## 335 $75,000 to $99,999
## 336 $100,000 to $124,999
## 337 $50,000 to $74,999
## 338 $200,000 and up
## 339 $50,000 to $74,999
## 340 Prefer not to answer
## 341 $125,000 to $149,999
## 342 $200,000 and up
## 343 Prefer not to answer
## 344 $25,000 to $49,999
## 345 $200,000 and up
## 346 $200,000 and up
## 347 Prefer not to answer
## 348 $200,000 and up
## 349 $75,000 to $99,999
## 350 $75,000 to $99,999
## 351 $25,000 to $49,999
## 352 $100,000 to $124,999
## 353 $175,000 to $199,999
## 354 Prefer not to answer
## 355 $50,000 to $74,999
## 356 $25,000 to $49,999
## 357 $200,000 and up
## 358 Prefer not to answer
## 359 $75,000 to $99,999
## 360 $150,000 to $174,999
## 361 $50,000 to $74,999
## 362 $0 to $9,999
## 363 $25,000 to $49,999
## 364 $100,000 to $124,999
## 365 $50,000 to $74,999
## 366 $100,000 to $124,999
## 367 $10,000 to $24,999
## 368 $0 to $9,999
## 369 $25,000 to $49,999
## 370 $100,000 to $124,999
## 371 $50,000 to $74,999
## 372 $100,000 to $124,999
## 373 $50,000 to $74,999
## 374 $25,000 to $49,999
## 375 $50,000 to $74,999
## 376 $50,000 to $74,999
## 377 $25,000 to $49,999
## 378 $100,000 to $124,999
## 379 $25,000 to $49,999
## 380 $150,000 to $174,999
## 381 $100,000 to $124,999
## 382 Prefer not to answer
## 383 $150,000 to $174,999
## 384 $125,000 to $149,999
## 385 $75,000 to $99,999
## 386 $100,000 to $124,999
## 387 $10,000 to $24,999
## 388 $50,000 to $74,999
## 389 $50,000 to $74,999
## 390 $75,000 to $99,999
## 391 $50,000 to $74,999
## 392 $25,000 to $49,999
## 393 $10,000 to $24,999
## 394 $25,000 to $49,999
## 395 $25,000 to $49,999
## 396 $25,000 to $49,999
## 397 $100,000 to $124,999
## 398 $100,000 to $124,999
## 399 $10,000 to $24,999
## 400 $25,000 to $49,999
## 401 $25,000 to $49,999
## 402 $100,000 to $124,999
## 403 $200,000 and up
## 404 -
## 405 Prefer not to answer
## 406 $50,000 to $74,999
## 407 -
## 408 -
## 409 $75,000 to $99,999
## 410 Prefer not to answer
## 411 $75,000 to $99,999
## 412 $100,000 to $124,999
## 413 Prefer not to answer
## 414 $25,000 to $49,999
## 415 $25,000 to $49,999
## 416 $75,000 to $99,999
## 417 $200,000 and up
## 418 $50,000 to $74,999
## 419 $10,000 to $24,999
## 420 $10,000 to $24,999
## 421 $25,000 to $49,999
## 422 $10,000 to $24,999
## 423 Prefer not to answer
## 424 $10,000 to $24,999
## 425 $10,000 to $24,999
## 426 Prefer not to answer
## 427 $75,000 to $99,999
## 428 $200,000 and up
## 429 $150,000 to $174,999
## 430 $25,000 to $49,999
## 431 $25,000 to $49,999
## 432 $100,000 to $124,999
## 433 $200,000 and up
## 434 $100,000 to $124,999
## 435 $200,000 and up
## 436 Prefer not to answer
## 437 $150,000 to $174,999
## 438 $25,000 to $49,999
## 439 $200,000 and up
## 440 $75,000 to $99,999
## 441 $100,000 to $124,999
## 442 $25,000 to $49,999
## 443 $125,000 to $149,999
## 444 $10,000 to $24,999
## 445 $10,000 to $24,999
## 446 Prefer not to answer
## 447 $100,000 to $124,999
## 448 $125,000 to $149,999
## 449 $25,000 to $49,999
## 450 $25,000 to $49,999
## 451 Prefer not to answer
## 452 $10,000 to $24,999
## 453 $75,000 to $99,999
## 454 $10,000 to $24,999
## 455 $10,000 to $24,999
## 456 $75,000 to $99,999
## 457 Prefer not to answer
## 458 $50,000 to $74,999
## 459 $10,000 to $24,999
## 460 $200,000 and up
## 461 Prefer not to answer
## 462 $25,000 to $49,999
## 463 $125,000 to $149,999
## 464 $25,000 to $49,999
## 465 $150,000 to $174,999
## 466 $100,000 to $124,999
## 467 $200,000 and up
## 468 $75,000 to $99,999
## 469 $150,000 to $174,999
## 470 $100,000 to $124,999
## 471 $50,000 to $74,999
## 472 $75,000 to $99,999
## 473 $75,000 to $99,999
## 474 Prefer not to answer
## 475 $25,000 to $49,999
## 476 $150,000 to $174,999
## 477 $25,000 to $49,999
## 478 $75,000 to $99,999
## 479 Prefer not to answer
## 480 $50,000 to $74,999
## 481 $75,000 to $99,999
## 482 Prefer not to answer
## 483 $100,000 to $124,999
## 484 $200,000 and up
## 485 $25,000 to $49,999
## 486 $10,000 to $24,999
## 487 $75,000 to $99,999
## 488 $10,000 to $24,999
## 489 $75,000 to $99,999
## 490 $75,000 to $99,999
## 491 $75,000 to $99,999
## 492 $0 to $9,999
## 493 $150,000 to $174,999
## 494 $100,000 to $124,999
## 495 $100,000 to $124,999
## 496 $200,000 and up
## 497 Prefer not to answer
## 498 $125,000 to $149,999
## 499 Prefer not to answer
## 500 Prefer not to answer
## 501 Prefer not to answer
## 502 $50,000 to $74,999
## 503 Prefer not to answer
## 504 $25,000 to $49,999
## 505 Prefer not to answer
## 506 $100,000 to $124,999
## 507 $25,000 to $49,999
## 508 $25,000 to $49,999
## 509 Prefer not to answer
## 510 $0 to $9,999
## 511 Prefer not to answer
## 512 $200,000 and up
## 513 $10,000 to $24,999
## 514 $100,000 to $124,999
## 515 $100,000 to $124,999
## 516 Prefer not to answer
## 517 $10,000 to $24,999
## 518 Prefer not to answer
## 519 $50,000 to $74,999
## 520 $75,000 to $99,999
## 521 $50,000 to $74,999
## 522 Prefer not to answer
## 523 $10,000 to $24,999
## 524 Prefer not to answer
## 525 Prefer not to answer
## 526 $25,000 to $49,999
## 527 Prefer not to answer
## 528 $125,000 to $149,999
## 529 $50,000 to $74,999
## 530 $125,000 to $149,999
## 531 $10,000 to $24,999
## 532 $25,000 to $49,999
## 533 $175,000 to $199,999
## 534 $25,000 to $49,999
## 535 $25,000 to $49,999
## 536 $125,000 to $149,999
## 537 $75,000 to $99,999
## 538 Prefer not to answer
## 539 $0 to $9,999
## 540 $25,000 to $49,999
## 541 $100,000 to $124,999
## 542 Prefer not to answer
## 543 -
## 544 Prefer not to answer
## 545 Prefer not to answer
## 546 $100,000 to $124,999
## 547 $200,000 and up
## 548 $100,000 to $124,999
## 549 $75,000 to $99,999
## 550 $10,000 to $24,999
## 551 $25,000 to $49,999
## 552 $100,000 to $124,999
## 553 Prefer not to answer
## 554 $125,000 to $149,999
## 555 $10,000 to $24,999
## 556 $50,000 to $74,999
## 557 $175,000 to $199,999
## 558 $75,000 to $99,999
## 559 Prefer not to answer
## 560 Prefer not to answer
## 561 $100,000 to $124,999
## 562 $25,000 to $49,999
## 563 $150,000 to $174,999
## 564 $200,000 and up
## 565 Prefer not to answer
## 566 $75,000 to $99,999
## 567 $10,000 to $24,999
## 568 $25,000 to $49,999
## 569 $50,000 to $74,999
## 570 -
## 571 $50,000 to $74,999
## 572 $50,000 to $74,999
## 573 $125,000 to $149,999
## 574 $25,000 to $49,999
## 575 Prefer not to answer
## 576 Prefer not to answer
## 577 -
## 578 $75,000 to $99,999
## 579 $200,000 and up
## 580 $175,000 to $199,999
## 581 $25,000 to $49,999
## 582 Prefer not to answer
## 583 $75,000 to $99,999
## 584 $10,000 to $24,999
## 585 Prefer not to answer
## 586 $0 to $9,999
## 587 $200,000 and up
## 588 $0 to $9,999
## 589 $125,000 to $149,999
## 590 $75,000 to $99,999
## 591 $75,000 to $99,999
## 592 $125,000 to $149,999
## 593 $150,000 to $174,999
## 594 $125,000 to $149,999
## 595 $200,000 and up
## 596 $75,000 to $99,999
## 597 Prefer not to answer
## 598 Prefer not to answer
## 599 $150,000 to $174,999
## 600 $75,000 to $99,999
## 601 Prefer not to answer
## 602 Prefer not to answer
## 603 Prefer not to answer
## 604 Prefer not to answer
## 605 Prefer not to answer
## 606 $75,000 to $99,999
## 607 $75,000 to $99,999
## 608 $200,000 and up
## 609 $75,000 to $99,999
## 610 $25,000 to $49,999
## 611 Prefer not to answer
## 612 $100,000 to $124,999
## 613 $125,000 to $149,999
## 614 $50,000 to $74,999
## 615 $75,000 to $99,999
## 616 $25,000 to $49,999
## 617 Prefer not to answer
## 618 $50,000 to $74,999
## 619 $25,000 to $49,999
## 620 $25,000 to $49,999
## 621 $125,000 to $149,999
## 622 Prefer not to answer
## 623 $25,000 to $49,999
## 624 $150,000 to $174,999
## 625 $0 to $9,999
## 626 $0 to $9,999
## 627 $50,000 to $74,999
## 628 $100,000 to $124,999
## 629 $25,000 to $49,999
## 630 $25,000 to $49,999
## 631 $125,000 to $149,999
## 632 $125,000 to $149,999
## 633 Prefer not to answer
## 634 $50,000 to $74,999
## 635 $50,000 to $74,999
## 636 $10,000 to $24,999
## 637 $25,000 to $49,999
## 638 $125,000 to $149,999
## 639 $10,000 to $24,999
## 640 $50,000 to $74,999
## 641 $75,000 to $99,999
## 642 $50,000 to $74,999
## 643 Prefer not to answer
## 644 $25,000 to $49,999
## 645 $100,000 to $124,999
## 646 $75,000 to $99,999
## 647 $50,000 to $74,999
## 648 $100,000 to $124,999
## 649 $25,000 to $49,999
## 650 Prefer not to answer
## 651 $0 to $9,999
## 652 Prefer not to answer
## 653 Prefer not to answer
## 654 $25,000 to $49,999
## 655 $25,000 to $49,999
## 656 $50,000 to $74,999
## 657 $175,000 to $199,999
## 658 $25,000 to $49,999
## 659 $125,000 to $149,999
## 660 $50,000 to $74,999
## 661 Prefer not to answer
## 662 Prefer not to answer
## 663 Prefer not to answer
## 664 $150,000 to $174,999
## 665 Prefer not to answer
## 666 Prefer not to answer
## 667 $200,000 and up
## 668 $125,000 to $149,999
## 669 $100,000 to $124,999
## 670 $150,000 to $174,999
## 671 $75,000 to $99,999
## 672 $10,000 to $24,999
## 673 $10,000 to $24,999
## 674 $50,000 to $74,999
## 675 $10,000 to $24,999
## 676 $0 to $9,999
## 677 $100,000 to $124,999
## 678 Prefer not to answer
## 679 Prefer not to answer
## 680 $150,000 to $174,999
## 681 $100,000 to $124,999
## 682 $0 to $9,999
## 683 Prefer not to answer
## 684 $25,000 to $49,999
## 685 Prefer not to answer
## 686 $200,000 and up
## 687 Prefer not to answer
## 688 $25,000 to $49,999
## 689 $50,000 to $74,999
## 690 $50,000 to $74,999
## 691 $0 to $9,999
## 692 $100,000 to $124,999
## 693 $100,000 to $124,999
## 694 $0 to $9,999
## 695 $0 to $9,999
## 696 $150,000 to $174,999
## 697 $100,000 to $124,999
## 698 $50,000 to $74,999
## 699 Prefer not to answer
## 700 Prefer not to answer
## 701 $0 to $9,999
## 702 Prefer not to answer
## 703 $125,000 to $149,999
## 704 $75,000 to $99,999
## 705 $25,000 to $49,999
## 706 Prefer not to answer
## 707 Prefer not to answer
## 708 Prefer not to answer
## 709 $25,000 to $49,999
## 710 $175,000 to $199,999
## 711 $25,000 to $49,999
## 712 $25,000 to $49,999
## 713 $75,000 to $99,999
## 714 $75,000 to $99,999
## 715 Prefer not to answer
## 716 $100,000 to $124,999
## 717 $75,000 to $99,999
## 718 $50,000 to $74,999
## 719 $25,000 to $49,999
## 720 $150,000 to $174,999
## 721 Prefer not to answer
## 722 $100,000 to $124,999
## 723 $75,000 to $99,999
## 724 $25,000 to $49,999
## 725 $125,000 to $149,999
## 726 $10,000 to $24,999
## 727 $50,000 to $74,999
## 728 $50,000 to $74,999
## 729 Prefer not to answer
## 730 $175,000 to $199,999
## 731 $10,000 to $24,999
## 732 $75,000 to $99,999
## 733 $50,000 to $74,999
## 734 $25,000 to $49,999
## 735 $10,000 to $24,999
## 736 $10,000 to $24,999
## 737 $0 to $9,999
## 738 $10,000 to $24,999
## 739 Prefer not to answer
## 740 Prefer not to answer
## 741 $50,000 to $74,999
## 742 $200,000 and up
## 743 $25,000 to $49,999
## 744 $100,000 to $124,999
## 745 $75,000 to $99,999
## 746 $200,000 and up
## 747 $10,000 to $24,999
## 748 $150,000 to $174,999
## 749 $100,000 to $124,999
## 750 $100,000 to $124,999
## 751 $125,000 to $149,999
## 752 $25,000 to $49,999
## 753 Prefer not to answer
## 754 $100,000 to $124,999
## 755 Prefer not to answer
## 756 $25,000 to $49,999
## 757 Prefer not to answer
## 758 $25,000 to $49,999
## 759 $150,000 to $174,999
## 760 $25,000 to $49,999
## 761 Prefer not to answer
## 762 $75,000 to $99,999
## 763 $200,000 and up
## 764 Prefer not to answer
## 765 $100,000 to $124,999
## 766 $50,000 to $74,999
## 767 Prefer not to answer
## 768 $0 to $9,999
## 769 $75,000 to $99,999
## 770 $50,000 to $74,999
## 771 $75,000 to $99,999
## 772 $75,000 to $99,999
## 773 $100,000 to $124,999
## 774 $25,000 to $49,999
## 775 Prefer not to answer
## 776 $50,000 to $74,999
## 777 $50,000 to $74,999
## 778 $10,000 to $24,999
## 779 $10,000 to $24,999
## 780 Prefer not to answer
## 781 $200,000 and up
## 782 Prefer not to answer
## 783 Prefer not to answer
## 784 $200,000 and up
## 785 $50,000 to $74,999
## 786 $200,000 and up
## 787 $100,000 to $124,999
## 788 $75,000 to $99,999
## 789 $75,000 to $99,999
## 790 $150,000 to $174,999
## 791 $125,000 to $149,999
## 792 $25,000 to $49,999
## 793 $75,000 to $99,999
## 794 $100,000 to $124,999
## 795 $10,000 to $24,999
## 796 $100,000 to $124,999
## 797 $50,000 to $74,999
## 798 Prefer not to answer
## 799 $50,000 to $74,999
## 800 $50,000 to $74,999
## 801 $25,000 to $49,999
## 802 $75,000 to $99,999
## 803 $175,000 to $199,999
## 804 $25,000 to $49,999
## 805 $175,000 to $199,999
## 806 $25,000 to $49,999
## 807 $10,000 to $24,999
## 808 $0 to $9,999
## 809 $125,000 to $149,999
## 810 $150,000 to $174,999
## 811 $25,000 to $49,999
## 812 Prefer not to answer
## 813 $25,000 to $49,999
## 814 $75,000 to $99,999
## 815 $200,000 and up
## 816 $25,000 to $49,999
## 817 $50,000 to $74,999
## 818 Prefer not to answer
## 819 $75,000 to $99,999
## 820 $200,000 and up
## 821 $200,000 and up
## 822 Prefer not to answer
## 823 $25,000 to $49,999
## 824 $200,000 and up
## 825 Prefer not to answer
## 826 $10,000 to $24,999
## 827 $50,000 to $74,999
## 828 $200,000 and up
## 829 $125,000 to $149,999
## 830 $25,000 to $49,999
## 831 $75,000 to $99,999
## 832 $200,000 and up
## 833 $25,000 to $49,999
## 834 $25,000 to $49,999
## 835 Prefer not to answer
## 836 $75,000 to $99,999
## 837 $175,000 to $199,999
## 838 $75,000 to $99,999
## 839 Prefer not to answer
## 840 Prefer not to answer
## 841 $0 to $9,999
## 842 $10,000 to $24,999
## 843 $125,000 to $149,999
## 844 $25,000 to $49,999
## 845 $150,000 to $174,999
## 846 $25,000 to $49,999
## 847 Prefer not to answer
## 848 $10,000 to $24,999
## 849 $200,000 and up
## 850 Prefer not to answer
## 851 $175,000 to $199,999
## 852 Prefer not to answer
## 853 $10,000 to $24,999
## 854 Prefer not to answer
## 855 $100,000 to $124,999
## 856 $50,000 to $74,999
## 857 Prefer not to answer
## 858 $100,000 to $124,999
## 859 Prefer not to answer
## 860 Prefer not to answer
## 861 Prefer not to answer
## 862 Prefer not to answer
## 863 Prefer not to answer
## 864 $75,000 to $99,999
## 865 Prefer not to answer
## 866 Prefer not to answer
## 867 $50,000 to $74,999
## 868 $200,000 and up
## 869 Prefer not to answer
## 870 $75,000 to $99,999
## 871 $50,000 to $74,999
## 872 $200,000 and up
## 873 $25,000 to $49,999
## 874 $200,000 and up
## 875 $75,000 to $99,999
## 876 $50,000 to $74,999
## 877 $50,000 to $74,999
## 878 Prefer not to answer
## 879 $25,000 to $49,999
## 880 -
## 881 $150,000 to $174,999
## 882 $50,000 to $74,999
## 883 Prefer not to answer
## 884 $75,000 to $99,999
## 885 $100,000 to $124,999
## 886 $75,000 to $99,999
## 887 $125,000 to $149,999
## 888 $0 to $9,999
## 889 Prefer not to answer
## 890 $75,000 to $99,999
## 891 $25,000 to $49,999
## 892 $50,000 to $74,999
## 893 $0 to $9,999
## 894 Prefer not to answer
## 895 $75,000 to $99,999
## 896 $175,000 to $199,999
## 897 $50,000 to $74,999
## 898 $75,000 to $99,999
## 899 $25,000 to $49,999
## 900 $25,000 to $49,999
## 901 $125,000 to $149,999
## 902 $125,000 to $149,999
## 903 $100,000 to $124,999
## 904 $75,000 to $99,999
## 905 $25,000 to $49,999
## 906 $175,000 to $199,999
## 907 $50,000 to $74,999
## 908 $75,000 to $99,999
## 909 $125,000 to $149,999
## 910 $100,000 to $124,999
## 911 Prefer not to answer
## 912 $75,000 to $99,999
## 913 $10,000 to $24,999
## 914 $25,000 to $49,999
## 915 $25,000 to $49,999
## 916 $75,000 to $99,999
## 917 $10,000 to $24,999
## 918 $25,000 to $49,999
## 919 $125,000 to $149,999
## 920 $100,000 to $124,999
## 921 $100,000 to $124,999
## 922 $25,000 to $49,999
## 923 $100,000 to $124,999
## 924 Prefer not to answer
## 925 Prefer not to answer
## 926 Prefer not to answer
## 927 -
## 928 -
## US.Region
## 1 South Atlantic
## 2 -
## 3 Middle Atlantic
## 4 -
## 5 Middle Atlantic
## 6 West South Central
## 7 West South Central
## 8 -
## 9 Pacific
## 10 West North Central
## 11 Pacific
## 12 East North Central
## 13 -
## 14 Middle Atlantic
## 15 Middle Atlantic
## 16 Middle Atlantic
## 17 Mountain
## 18 Middle Atlantic
## 19 West South Central
## 20 South Atlantic
## 21 South Atlantic
## 22 West South Central
## 23 Mountain
## 24 East North Central
## 25 -
## 26 Middle Atlantic
## 27 East North Central
## 28 New England
## 29 Mountain
## 30 West North Central
## 31 East North Central
## 32 Middle Atlantic
## 33 West North Central
## 34 East South Central
## 35 South Atlantic
## 36 Pacific
## 37 West South Central
## 38 Mountain
## 39 Pacific
## 40 South Atlantic
## 41 Middle Atlantic
## 42 South Atlantic
## 43 New England
## 44 Middle Atlantic
## 45 New England
## 46 South Atlantic
## 47 South Atlantic
## 48 West South Central
## 49 Pacific
## 50 South Atlantic
## 51 West South Central
## 52 East North Central
## 53 Middle Atlantic
## 54 Middle Atlantic
## 55 Pacific
## 56 West South Central
## 57 West South Central
## 58 East North Central
## 59 Middle Atlantic
## 60 West North Central
## 61 -
## 62 West North Central
## 63 East North Central
## 64 South Atlantic
## 65 South Atlantic
## 66 South Atlantic
## 67 East North Central
## 68 Pacific
## 69 Pacific
## 70 Pacific
## 71 -
## 72 West South Central
## 73 Middle Atlantic
## 74 Middle Atlantic
## 75 -
## 76 East North Central
## 77 South Atlantic
## 78 East North Central
## 79 Middle Atlantic
## 80 New England
## 81 New England
## 82 West North Central
## 83 Pacific
## 84 Pacific
## 85 South Atlantic
## 86 Mountain
## 87 West South Central
## 88 Pacific
## 89 West North Central
## 90 New England
## 91 South Atlantic
## 92 East South Central
## 93 Pacific
## 94 Pacific
## 95 West South Central
## 96 West South Central
## 97 West South Central
## 98 Pacific
## 99 New England
## 100 South Atlantic
## 101 Pacific
## 102 Mountain
## 103 South Atlantic
## 104 -
## 105 New England
## 106 New England
## 107 Middle Atlantic
## 108 South Atlantic
## 109 Pacific
## 110 Mountain
## 111 West South Central
## 112 East North Central
## 113 Pacific
## 114 West North Central
## 115 Mountain
## 116 South Atlantic
## 117 South Atlantic
## 118 East North Central
## 119 South Atlantic
## 120 -
## 121 Pacific
## 122 Pacific
## 123 South Atlantic
## 124 Middle Atlantic
## 125 South Atlantic
## 126 Mountain
## 127 Pacific
## 128 East North Central
## 129 South Atlantic
## 130 Middle Atlantic
## 131 Mountain
## 132 East North Central
## 133 Pacific
## 134 Pacific
## 135 South Atlantic
## 136 South Atlantic
## 137 West North Central
## 138 South Atlantic
## 139 West South Central
## 140 Middle Atlantic
## 141 South Atlantic
## 142 East North Central
## 143 South Atlantic
## 144 New England
## 145 Pacific
## 146 West South Central
## 147 South Atlantic
## 148 East North Central
## 149 East North Central
## 150 Pacific
## 151 South Atlantic
## 152 Pacific
## 153 Pacific
## 154 West South Central
## 155 Pacific
## 156 Middle Atlantic
## 157 Pacific
## 158 South Atlantic
## 159 Mountain
## 160 Pacific
## 161 Middle Atlantic
## 162 South Atlantic
## 163 East North Central
## 164 East North Central
## 165 Middle Atlantic
## 166 Pacific
## 167 South Atlantic
## 168 West South Central
## 169 Pacific
## 170 Middle Atlantic
## 171 West North Central
## 172 Middle Atlantic
## 173 East North Central
## 174 South Atlantic
## 175 East South Central
## 176 -
## 177 Pacific
## 178 Mountain
## 179 New England
## 180 West South Central
## 181 East North Central
## 182 New England
## 183 East North Central
## 184 -
## 185 Pacific
## 186 West North Central
## 187 East North Central
## 188 East North Central
## 189 South Atlantic
## 190 New England
## 191 West North Central
## 192 Pacific
## 193 West South Central
## 194 South Atlantic
## 195 New England
## 196 South Atlantic
## 197 Mountain
## 198 South Atlantic
## 199 West South Central
## 200 Mountain
## 201 East North Central
## 202 South Atlantic
## 203 West South Central
## 204 Middle Atlantic
## 205 East North Central
## 206 East South Central
## 207 East North Central
## 208 New England
## 209 Middle Atlantic
## 210 South Atlantic
## 211 East North Central
## 212 West North Central
## 213 East North Central
## 214 Middle Atlantic
## 215 Middle Atlantic
## 216 Middle Atlantic
## 217 Middle Atlantic
## 218 West South Central
## 219 South Atlantic
## 220 East South Central
## 221 Middle Atlantic
## 222 New England
## 223 Middle Atlantic
## 224 South Atlantic
## 225 Middle Atlantic
## 226 Middle Atlantic
## 227 -
## 228 East North Central
## 229 West North Central
## 230 East North Central
## 231 South Atlantic
## 232 South Atlantic
## 233 East North Central
## 234 West South Central
## 235 Middle Atlantic
## 236 Pacific
## 237 Pacific
## 238 East North Central
## 239 Pacific
## 240 Middle Atlantic
## 241 East South Central
## 242 -
## 243 East North Central
## 244 Pacific
## 245 Pacific
## 246 Pacific
## 247 Pacific
## 248 Pacific
## 249 South Atlantic
## 250 Pacific
## 251 Pacific
## 252 Pacific
## 253 West North Central
## 254 Pacific
## 255 Middle Atlantic
## 256 Middle Atlantic
## 257 Pacific
## 258 Pacific
## 259 East North Central
## 260 -
## 261 Pacific
## 262 Pacific
## 263 Pacific
## 264 Pacific
## 265 West North Central
## 266 Pacific
## 267 Pacific
## 268 Pacific
## 269 Mountain
## 270 Pacific
## 271 Pacific
## 272 West South Central
## 273 Pacific
## 274 Pacific
## 275 Pacific
## 276 Pacific
## 277 Pacific
## 278 South Atlantic
## 279 Pacific
## 280 West South Central
## 281 New England
## 282 Pacific
## 283 Mountain
## 284 East North Central
## 285 South Atlantic
## 286 South Atlantic
## 287 South Atlantic
## 288 Middle Atlantic
## 289 South Atlantic
## 290 Middle Atlantic
## 291 West North Central
## 292 South Atlantic
## 293 West North Central
## 294 Middle Atlantic
## 295 Pacific
## 296 Pacific
## 297 Pacific
## 298 South Atlantic
## 299 West South Central
## 300 South Atlantic
## 301 Pacific
## 302 Pacific
## 303 South Atlantic
## 304 Middle Atlantic
## 305 South Atlantic
## 306 South Atlantic
## 307 Middle Atlantic
## 308 East North Central
## 309 Middle Atlantic
## 310 Mountain
## 311 Pacific
## 312 East North Central
## 313 Pacific
## 314 Pacific
## 315 East North Central
## 316 South Atlantic
## 317 West South Central
## 318 Middle Atlantic
## 319 South Atlantic
## 320 East North Central
## 321 Pacific
## 322 Pacific
## 323 West South Central
## 324 Mountain
## 325 Mountain
## 326 New England
## 327 South Atlantic
## 328 East South Central
## 329 -
## 330 South Atlantic
## 331 South Atlantic
## 332 Pacific
## 333 South Atlantic
## 334 Pacific
## 335 South Atlantic
## 336 Middle Atlantic
## 337 East North Central
## 338 East North Central
## 339 South Atlantic
## 340 Mountain
## 341 New England
## 342 New England
## 343 Pacific
## 344 East South Central
## 345 South Atlantic
## 346 Middle Atlantic
## 347 East South Central
## 348 New England
## 349 Middle Atlantic
## 350 East South Central
## 351 West South Central
## 352 East North Central
## 353 South Atlantic
## 354 South Atlantic
## 355 East North Central
## 356 West South Central
## 357 Pacific
## 358 East North Central
## 359 East South Central
## 360 East North Central
## 361 Mountain
## 362 East South Central
## 363 East North Central
## 364 West North Central
## 365 Mountain
## 366 Pacific
## 367 East South Central
## 368 Pacific
## 369 Pacific
## 370 East North Central
## 371 East North Central
## 372 South Atlantic
## 373 Middle Atlantic
## 374 West North Central
## 375 Pacific
## 376 Mountain
## 377 East North Central
## 378 South Atlantic
## 379 Pacific
## 380 East North Central
## 381 East North Central
## 382 East North Central
## 383 Pacific
## 384 Middle Atlantic
## 385 East North Central
## 386 South Atlantic
## 387 East North Central
## 388 Mountain
## 389 South Atlantic
## 390 South Atlantic
## 391 West South Central
## 392 East North Central
## 393 Middle Atlantic
## 394 Mountain
## 395 West South Central
## 396 West North Central
## 397 West South Central
## 398 West North Central
## 399 West South Central
## 400 East North Central
## 401 South Atlantic
## 402 New England
## 403 Middle Atlantic
## 404 West South Central
## 405 New England
## 406 West North Central
## 407 -
## 408 -
## 409 South Atlantic
## 410 Middle Atlantic
## 411 Middle Atlantic
## 412 Middle Atlantic
## 413 Pacific
## 414 Pacific
## 415 South Atlantic
## 416 Pacific
## 417 West North Central
## 418 Middle Atlantic
## 419 West South Central
## 420 West South Central
## 421 Pacific
## 422 Pacific
## 423 Mountain
## 424 West North Central
## 425 West South Central
## 426 East South Central
## 427 East North Central
## 428 -
## 429 Pacific
## 430 West South Central
## 431 Pacific
## 432 Pacific
## 433 South Atlantic
## 434 East North Central
## 435 East North Central
## 436 Mountain
## 437 South Atlantic
## 438 East North Central
## 439 Pacific
## 440 East North Central
## 441 South Atlantic
## 442 Mountain
## 443 Pacific
## 444 West North Central
## 445 West North Central
## 446 East North Central
## 447 West South Central
## 448 Middle Atlantic
## 449 Mountain
## 450 Middle Atlantic
## 451 -
## 452 East South Central
## 453 South Atlantic
## 454 Mountain
## 455 East North Central
## 456 Pacific
## 457 Pacific
## 458 Mountain
## 459 Middle Atlantic
## 460 Pacific
## 461 South Atlantic
## 462 Pacific
## 463 New England
## 464 Mountain
## 465 East North Central
## 466 East North Central
## 467 South Atlantic
## 468 East North Central
## 469 Pacific
## 470 Pacific
## 471 Pacific
## 472 West North Central
## 473 East North Central
## 474 Middle Atlantic
## 475 Mountain
## 476 Middle Atlantic
## 477 West South Central
## 478 Middle Atlantic
## 479 Pacific
## 480 East North Central
## 481 Mountain
## 482 West North Central
## 483 Pacific
## 484 East North Central
## 485 South Atlantic
## 486 West North Central
## 487 East North Central
## 488 Mountain
## 489 Pacific
## 490 Middle Atlantic
## 491 East North Central
## 492 South Atlantic
## 493 Middle Atlantic
## 494 New England
## 495 East North Central
## 496 South Atlantic
## 497 East North Central
## 498 New England
## 499 Pacific
## 500 East North Central
## 501 South Atlantic
## 502 Pacific
## 503 Pacific
## 504 Pacific
## 505 West South Central
## 506 East North Central
## 507 Pacific
## 508 Pacific
## 509 Pacific
## 510 Pacific
## 511 Mountain
## 512 South Atlantic
## 513 Mountain
## 514 East North Central
## 515 Pacific
## 516 South Atlantic
## 517 West South Central
## 518 East North Central
## 519 West South Central
## 520 Pacific
## 521 East North Central
## 522 South Atlantic
## 523 South Atlantic
## 524 Pacific
## 525 West North Central
## 526 West South Central
## 527 New England
## 528 Mountain
## 529 West South Central
## 530 East North Central
## 531 South Atlantic
## 532 West South Central
## 533 West South Central
## 534 South Atlantic
## 535 Middle Atlantic
## 536 Pacific
## 537 Middle Atlantic
## 538 Pacific
## 539 Pacific
## 540 West South Central
## 541 Middle Atlantic
## 542 East South Central
## 543 -
## 544 Middle Atlantic
## 545 South Atlantic
## 546 Pacific
## 547 New England
## 548 Mountain
## 549 Mountain
## 550 South Atlantic
## 551 Pacific
## 552 Mountain
## 553 East South Central
## 554 West South Central
## 555 Middle Atlantic
## 556 West North Central
## 557 Middle Atlantic
## 558 Pacific
## 559 East North Central
## 560 South Atlantic
## 561 Mountain
## 562 Middle Atlantic
## 563 Pacific
## 564 Pacific
## 565 South Atlantic
## 566 South Atlantic
## 567 New England
## 568 East North Central
## 569 East South Central
## 570 -
## 571 Middle Atlantic
## 572 West South Central
## 573 East North Central
## 574 Pacific
## 575 West South Central
## 576 East North Central
## 577 -
## 578 Pacific
## 579 Mountain
## 580 West South Central
## 581 Middle Atlantic
## 582 East South Central
## 583 East North Central
## 584 Pacific
## 585 South Atlantic
## 586 New England
## 587 West South Central
## 588 East North Central
## 589 Pacific
## 590 South Atlantic
## 591 Middle Atlantic
## 592 East North Central
## 593 Pacific
## 594 West North Central
## 595 East South Central
## 596 West South Central
## 597 New England
## 598 East North Central
## 599 Mountain
## 600 West South Central
## 601 East North Central
## 602 Pacific
## 603 South Atlantic
## 604 South Atlantic
## 605 Pacific
## 606 East North Central
## 607 South Atlantic
## 608 Pacific
## 609 East South Central
## 610 Pacific
## 611 West South Central
## 612 Pacific
## 613 Pacific
## 614 South Atlantic
## 615 East North Central
## 616 West North Central
## 617 West South Central
## 618 Pacific
## 619 Pacific
## 620 East North Central
## 621 Pacific
## 622 East North Central
## 623 East South Central
## 624 East North Central
## 625 East North Central
## 626 West South Central
## 627 West South Central
## 628 Middle Atlantic
## 629 South Atlantic
## 630 Mountain
## 631 Pacific
## 632 Pacific
## 633 Mountain
## 634 South Atlantic
## 635 South Atlantic
## 636 West South Central
## 637 Pacific
## 638 Mountain
## 639 West North Central
## 640 South Atlantic
## 641 -
## 642 West South Central
## 643 Middle Atlantic
## 644 East North Central
## 645 Pacific
## 646 South Atlantic
## 647 West North Central
## 648 East North Central
## 649 East South Central
## 650 Mountain
## 651 Middle Atlantic
## 652 New England
## 653 Pacific
## 654 East North Central
## 655 Pacific
## 656 South Atlantic
## 657 East North Central
## 658 East North Central
## 659 West South Central
## 660 East North Central
## 661 South Atlantic
## 662 Middle Atlantic
## 663 South Atlantic
## 664 East North Central
## 665 West South Central
## 666 Middle Atlantic
## 667 East North Central
## 668 Pacific
## 669 South Atlantic
## 670 Pacific
## 671 Middle Atlantic
## 672 New England
## 673 West South Central
## 674 Mountain
## 675 Mountain
## 676 East North Central
## 677 West South Central
## 678 New England
## 679 South Atlantic
## 680 New England
## 681 Pacific
## 682 Middle Atlantic
## 683 South Atlantic
## 684 Pacific
## 685 West North Central
## 686 Middle Atlantic
## 687 Pacific
## 688 South Atlantic
## 689 Pacific
## 690 East North Central
## 691 Pacific
## 692 South Atlantic
## 693 Pacific
## 694 West North Central
## 695 South Atlantic
## 696 East North Central
## 697 East South Central
## 698 East North Central
## 699 East North Central
## 700 Pacific
## 701 Pacific
## 702 West South Central
## 703 East North Central
## 704 East North Central
## 705 South Atlantic
## 706 South Atlantic
## 707 East North Central
## 708 East North Central
## 709 Middle Atlantic
## 710 New England
## 711 South Atlantic
## 712 West North Central
## 713 New England
## 714 Mountain
## 715 East North Central
## 716 South Atlantic
## 717 East North Central
## 718 West South Central
## 719 South Atlantic
## 720 Middle Atlantic
## 721 West North Central
## 722 Middle Atlantic
## 723 West South Central
## 724 West South Central
## 725 Pacific
## 726 Pacific
## 727 West North Central
## 728 Middle Atlantic
## 729 Middle Atlantic
## 730 Pacific
## 731 Pacific
## 732 Pacific
## 733 East South Central
## 734 East South Central
## 735 New England
## 736 East North Central
## 737 East South Central
## 738 East North Central
## 739 Pacific
## 740 South Atlantic
## 741 East North Central
## 742 East North Central
## 743 New England
## 744 East North Central
## 745 East North Central
## 746 Mountain
## 747 East South Central
## 748 West South Central
## 749 Pacific
## 750 -
## 751 Pacific
## 752 Middle Atlantic
## 753 West South Central
## 754 West North Central
## 755 South Atlantic
## 756 West North Central
## 757 West North Central
## 758 Pacific
## 759 New England
## 760 East North Central
## 761 South Atlantic
## 762 East North Central
## 763 Middle Atlantic
## 764 Middle Atlantic
## 765 Middle Atlantic
## 766 Mountain
## 767 East South Central
## 768 Mountain
## 769 Middle Atlantic
## 770 South Atlantic
## 771 Middle Atlantic
## 772 South Atlantic
## 773 South Atlantic
## 774 East North Central
## 775 Pacific
## 776 Mountain
## 777 Pacific
## 778 East North Central
## 779 Mountain
## 780 West South Central
## 781 West North Central
## 782 South Atlantic
## 783 East North Central
## 784 East South Central
## 785 Middle Atlantic
## 786 Mountain
## 787 East South Central
## 788 West South Central
## 789 Mountain
## 790 South Atlantic
## 791 Pacific
## 792 West South Central
## 793 Mountain
## 794 South Atlantic
## 795 South Atlantic
## 796 Mountain
## 797 South Atlantic
## 798 West South Central
## 799 South Atlantic
## 800 East South Central
## 801 East South Central
## 802 West North Central
## 803 New England
## 804 West South Central
## 805 Pacific
## 806 Pacific
## 807 -
## 808 New England
## 809 New England
## 810 New England
## 811 East North Central
## 812 West South Central
## 813 East North Central
## 814 Mountain
## 815 West South Central
## 816 West South Central
## 817 Pacific
## 818 -
## 819 South Atlantic
## 820 South Atlantic
## 821 West South Central
## 822 Mountain
## 823 Pacific
## 824 South Atlantic
## 825 South Atlantic
## 826 East North Central
## 827 Pacific
## 828 South Atlantic
## 829 New England
## 830 West South Central
## 831 East North Central
## 832 Pacific
## 833 East North Central
## 834 Middle Atlantic
## 835 South Atlantic
## 836 West North Central
## 837 South Atlantic
## 838 South Atlantic
## 839 South Atlantic
## 840 East North Central
## 841 Middle Atlantic
## 842 East South Central
## 843 Pacific
## 844 West South Central
## 845 Middle Atlantic
## 846 New England
## 847 West North Central
## 848 East South Central
## 849 New England
## 850 West South Central
## 851 -
## 852 East North Central
## 853 New England
## 854 East North Central
## 855 Mountain
## 856 West North Central
## 857 Pacific
## 858 Pacific
## 859 West South Central
## 860 Mountain
## 861 New England
## 862 Pacific
## 863 Mountain
## 864 Pacific
## 865 Pacific
## 866 Middle Atlantic
## 867 West South Central
## 868 Pacific
## 869 West North Central
## 870 West North Central
## 871 East North Central
## 872 Mountain
## 873 Middle Atlantic
## 874 South Atlantic
## 875 New England
## 876 Mountain
## 877 Mountain
## 878 Middle Atlantic
## 879 Middle Atlantic
## 880 -
## 881 Pacific
## 882 East South Central
## 883 East South Central
## 884 East South Central
## 885 South Atlantic
## 886 West South Central
## 887 Pacific
## 888 Mountain
## 889 South Atlantic
## 890 South Atlantic
## 891 New England
## 892 South Atlantic
## 893 Mountain
## 894 West North Central
## 895 Mountain
## 896 East North Central
## 897 East South Central
## 898 West South Central
## 899 South Atlantic
## 900 East North Central
## 901 South Atlantic
## 902 West South Central
## 903 East North Central
## 904 East North Central
## 905 East North Central
## 906 Middle Atlantic
## 907 West South Central
## 908 West North Central
## 909 Pacific
## 910 West North Central
## 911 New England
## 912 West South Central
## 913 Middle Atlantic
## 914 Mountain
## 915 East South Central
## 916 Pacific
## 917 East North Central
## 918 East South Central
## 919 South Atlantic
## 920 South Atlantic
## 921 East North Central
## 922 South Atlantic
## 923 West South Central
## 924 Pacific
## 925 South Atlantic
## 926 Pacific
## 927 -
## 928 -# Creating a subset data frame that to people who check weather daily
sub_weather <- weather_data %>% select(RespondentID, How.do.you.typically.check.the.weather., Age, )
sub_weather## RespondentID How.do.you.typically.check.the.weather. Age
## 1 3887201482 The default weather app on your phone 30 - 44
## 2 3887159451 The default weather app on your phone 18 - 29
## 3 3887152228 The default weather app on your phone 30 - 44
## 4 3887145426 The default weather app on your phone 30 - 44
## 5 3887021873 A specific website or app (please provide the answer) 30 - 44
## 6 3886937140 A specific website or app (please provide the answer) 18 - 29
## 7 3886923931 The Weather Channel 30 - 44
## 8 3886913587 - -
## 9 3886889048 The Weather Channel 30 - 44
## 10 3886848806 The default weather app on your phone 30 - 44
## 11 3886782609 Internet search 18 - 29
## 12 3886416355 The default weather app on your phone 30 - 44
## 13 3886356706 - -
## 14 3886328736 Local TV News 30 - 44
## 15 3886284495 The Weather Channel 18 - 29
## 16 3886283555 Internet search 18 - 29
## 17 3886272525 The default weather app on your phone 30 - 44
## 18 3886261814 A specific website or app (please provide the answer) 30 - 44
## 19 3886258514 Local TV News 30 - 44
## 20 3886256409 The default weather app on your phone 18 - 29
## 21 3886226091 The default weather app on your phone 18 - 29
## 22 3886201383 Local TV News 30 - 44
## 23 3886197152 The Weather Channel 30 - 44
## 24 3886132282 The default weather app on your phone 30 - 44
## 25 3886121810 - -
## 26 3886114640 A specific website or app (please provide the answer) 30 - 44
## 27 3886112493 The default weather app on your phone 18 - 29
## 28 3886110900 Local TV News 30 - 44
## 29 3886102001 The Weather Channel 45 - 59
## 30 3886098922 Newspaper 18 - 29
## 31 3886095863 The Weather Channel 45 - 59
## 32 3886067670 Radio weather 30 - 44
## 33 3886043003 The default weather app on your phone 18 - 29
## 34 3886040050 Internet search 18 - 29
## 35 3886031017 The default weather app on your phone 60+
## 36 3886019381 Internet search 18 - 29
## 37 3886018765 The default weather app on your phone 18 - 29
## 38 3886007951 A specific website or app (please provide the answer) 30 - 44
## 39 3885984891 The default weather app on your phone 45 - 59
## 40 3885983629 The Weather Channel 60+
## 41 3885983248 The Weather Channel 30 - 44
## 42 3885969840 Internet search 30 - 44
## 43 3885965613 Local TV News 60+
## 44 3885944544 The default weather app on your phone 30 - 44
## 45 3885928568 Local TV News 18 - 29
## 46 3885927684 The default weather app on your phone 30 - 44
## 47 3885872237 The Weather Channel 30 - 44
## 48 3885869392 A specific website or app (please provide the answer) 18 - 29
## 49 3885838101 Internet search 18 - 29
## 50 3885835130 Internet search 18 - 29
## 51 3885824482 The Weather Channel 60+
## 52 3885821034 The default weather app on your phone 60+
## 53 3885802164 Radio weather 30 - 44
## 54 3885791607 Local TV News 30 - 44
## 55 3885773515 The default weather app on your phone 30 - 44
## 56 3885691247 Internet search 30 - 44
## 57 3885688258 A specific website or app (please provide the answer) 18 - 29
## 58 3885687708 Internet search 30 - 44
## 59 3885683872 Local TV News 30 - 44
## 60 3885652370 Internet search 30 - 44
## 61 3885637949 Internet search 18 - 29
## 62 3885625628 The default weather app on your phone 30 - 44
## 63 3885602270 The default weather app on your phone 18 - 29
## 64 3885570360 Radio weather 30 - 44
## 65 3885569498 A specific website or app (please provide the answer) 30 - 44
## 66 3885540601 A specific website or app (please provide the answer) 18 - 29
## 67 3885539632 The Weather Channel 18 - 29
## 68 3885525146 The default weather app on your phone 18 - 29
## 69 3885512170 Newsletter 30 - 44
## 70 3885497220 A specific website or app (please provide the answer) 18 - 29
## 71 3885496201 Radio weather 30 - 44
## 72 3885404319 The default weather app on your phone 30 - 44
## 73 3885304775 The default weather app on your phone 30 - 44
## 74 3885296722 A specific website or app (please provide the answer) 30 - 44
## 75 3885275206 - -
## 76 3885247252 Local TV News 30 - 44
## 77 3885195077 A specific website or app (please provide the answer) 18 - 29
## 78 3885174420 Internet search 60+
## 79 3885164782 The default weather app on your phone 30 - 44
## 80 3885139533 The default weather app on your phone 30 - 44
## 81 3885123066 The Weather Channel 18 - 29
## 82 3885040099 A specific website or app (please provide the answer) 30 - 44
## 83 3885026185 The default weather app on your phone 30 - 44
## 84 3884998535 A specific website or app (please provide the answer) 30 - 44
## 85 3884960044 The default weather app on your phone 18 - 29
## 86 3884902653 The default weather app on your phone 18 - 29
## 87 3884859930 Local TV News 30 - 44
## 88 3884813859 Internet search 18 - 29
## 89 3884790873 The default weather app on your phone 18 - 29
## 90 3884694722 The Weather Channel 18 - 29
## 91 3884500697 The Weather Channel 18 - 29
## 92 3883994422 Radio weather 18 - 29
## 93 3883947693 Internet search 18 - 29
## 94 3883852529 Radio weather 18 - 29
## 95 3883822504 A specific website or app (please provide the answer) 18 - 29
## 96 3883792972 The Weather Channel 30 - 44
## 97 3883744850 The default weather app on your phone 18 - 29
## 98 3883706735 The default weather app on your phone 18 - 29
## 99 3883706220 Internet search 18 - 29
## 100 3883591931 A specific website or app (please provide the answer) 30 - 44
## 101 3883449927 Local TV News 18 - 29
## 102 3883423513 Internet search 18 - 29
## 103 3883400954 The default weather app on your phone 30 - 44
## 104 3883396110 Newsletter 18 - 29
## 105 3883373140 Local TV News 30 - 44
## 106 3883347727 The default weather app on your phone 30 - 44
## 107 3883237358 The Weather Channel 18 - 29
## 108 3883013307 The default weather app on your phone 18 - 29
## 109 3882981067 The default weather app on your phone 30 - 44
## 110 3882953969 The default weather app on your phone 30 - 44
## 111 3882828486 Internet search 30 - 44
## 112 3882734383 A specific website or app (please provide the answer) 30 - 44
## 113 3882036173 Internet search 30 - 44
## 114 3882027944 A specific website or app (please provide the answer) 30 - 44
## 115 3882024847 Internet search 45 - 59
## 116 3881999864 A specific website or app (please provide the answer) 45 - 59
## 117 3881965206 Internet search 18 - 29
## 118 3881590664 A specific website or app (please provide the answer) 30 - 44
## 119 3881586024 Internet search 45 - 59
## 120 3881268852 Internet search 18 - 29
## 121 3881207655 The default weather app on your phone 45 - 59
## 122 3881152975 A specific website or app (please provide the answer) 45 - 59
## 123 3881043805 The Weather Channel 45 - 59
## 124 3880998411 The default weather app on your phone 45 - 59
## 125 3880901650 Internet search 45 - 59
## 126 3880901309 The Weather Channel 45 - 59
## 127 3880839674 Internet search 45 - 59
## 128 3880831944 The default weather app on your phone 45 - 59
## 129 3880760866 Newspaper 45 - 59
## 130 3880684514 The Weather Channel 45 - 59
## 131 3880658899 A specific website or app (please provide the answer) 45 - 59
## 132 3880648847 Local TV News 45 - 59
## 133 3880644828 Radio weather 18 - 29
## 134 3880589507 A specific website or app (please provide the answer) 45 - 59
## 135 3880580324 A specific website or app (please provide the answer) 45 - 59
## 136 3880574320 Local TV News 45 - 59
## 137 3880465916 Internet search 30 - 44
## 138 3880464921 The Weather Channel 30 - 44
## 139 3880459984 The default weather app on your phone 45 - 59
## 140 3880448211 The default weather app on your phone 45 - 59
## 141 3880441785 A specific website or app (please provide the answer) 45 - 59
## 142 3880438117 A specific website or app (please provide the answer) 45 - 59
## 143 3880436782 Newspaper 45 - 59
## 144 3880427365 A specific website or app (please provide the answer) 45 - 59
## 145 3880377127 Internet search 45 - 59
## 146 3880323654 Local TV News 45 - 59
## 147 3880319089 A specific website or app (please provide the answer) 18 - 29
## 148 3880303554 A specific website or app (please provide the answer) 45 - 59
## 149 3880299725 A specific website or app (please provide the answer) 45 - 59
## 150 3880256330 The default weather app on your phone 45 - 59
## 151 3880230736 The Weather Channel 45 - 59
## 152 3880219305 Internet search 45 - 59
## 153 3880210450 The Weather Channel 45 - 59
## 154 3880208319 Internet search 30 - 44
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## 687 3877806666 A specific website or app (please provide the answer) 45 - 59
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## 689 3877803376 A specific website or app (please provide the answer) 30 - 44
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## 691 3877800395 The default weather app on your phone 18 - 29
## 692 3877799311 A specific website or app (please provide the answer) 45 - 59
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## 706 3877785851 A specific website or app (please provide the answer) 60+
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## 708 3877783251 A specific website or app (please provide the answer) 60+
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## 718 3877771155 A specific website or app (please provide the answer) 60+
## 719 3877769359 The default weather app on your phone 18 - 29
## 720 3877768869 A specific website or app (please provide the answer) 18 - 29
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## 725 3877760068 A specific website or app (please provide the answer) 30 - 44
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## 730 3877754281 A specific website or app (please provide the answer) 45 - 59
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## 740 3877743862 A specific website or app (please provide the answer) 45 - 59
## 741 3877741292 The default weather app on your phone 18 - 29
## 742 3877740013 A specific website or app (please provide the answer) 18 - 29
## 743 3877739642 The default weather app on your phone 18 - 29
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## 748 3877732160 A specific website or app (please provide the answer) 30 - 44
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## 758 3877723964 Internet search 30 - 44
## 759 3877723322 A specific website or app (please provide the answer) 45 - 59
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## 762 3877721262 A specific website or app (please provide the answer) 30 - 44
## 763 3877720994 The default weather app on your phone 30 - 44
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## 780 3877702652 A specific website or app (please provide the answer) 18 - 29
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## 784 3877694816 A specific website or app (please provide the answer) 60+
## 785 3877693629 The Weather Channel 60+
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## 803 3877674431 The default weather app on your phone 18 - 29
## 804 3877673406 A specific website or app (please provide the answer) 18 - 29
## 805 3877673386 Local TV News 60+
## 806 3877671160 A specific website or app (please provide the answer) 45 - 59
## 807 3877668804 The default weather app on your phone 18 - 29
## 808 3877668573 A specific website or app (please provide the answer) 18 - 29
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## 812 3877666179 Internet search 60+
## 813 3877665489 A specific website or app (please provide the answer) 45 - 59
## 814 3877661347 Radio weather 60+
## 815 3877660370 A specific website or app (please provide the answer) 60+
## 816 3877660042 The default weather app on your phone 18 - 29
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## 818 3877654524 Internet search 18 - 29
## 819 3877654523 A specific website or app (please provide the answer) 45 - 59
## 820 3877653871 A specific website or app (please provide the answer) 45 - 59
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## 822 3877652718 Local TV News 60+
## 823 3877652362 A specific website or app (please provide the answer) 60+
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## 825 3877650432 The default weather app on your phone 18 - 29
## 826 3877649523 A specific website or app (please provide the answer) 18 - 29
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## 839 3877642069 The default weather app on your phone 30 - 44
## 840 3877640956 A specific website or app (please provide the answer) 45 - 59
## 841 3877640569 A specific website or app (please provide the answer) 18 - 29
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## 845 3877639207 The Weather Channel 45 - 59
## 846 3877638685 A specific website or app (please provide the answer) 45 - 59
## 847 3877638200 The default weather app on your phone 18 - 29
## 848 3877637740 A specific website or app (please provide the answer) 18 - 29
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## 855 3877633421 A specific website or app (please provide the answer) 30 - 44
## 856 3877632920 A specific website or app (please provide the answer) 30 - 44
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## 863 3877626301 A specific website or app (please provide the answer) 18 - 29
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## 875 3877617187 A specific website or app (please provide the answer) 60+
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## 927 3877551536 - -
## 928 3877548893 - -# rename the variables
colnames(sub_weather) <- c("Checkweather", "MethodOfChecking", "Age")
sub_weather## Checkweather MethodOfChecking Age
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## 25 3886121810 - -
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## 95 3883822504 A specific website or app (please provide the answer) 18 - 29
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## 149 3880299725 A specific website or app (please provide the answer) 45 - 59
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## 180 3879361333 A specific website or app (please provide the answer) 45 - 59
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## 714 3877775605 Local TV News 60+
## 715 3877775230 Local TV News 45 - 59
## 716 3877775208 Local TV News 60+
## 717 3877771309 Local TV News 30 - 44
## 718 3877771155 A specific website or app (please provide the answer) 60+
## 719 3877769359 The default weather app on your phone 18 - 29
## 720 3877768869 A specific website or app (please provide the answer) 18 - 29
## 721 3877767444 The default weather app on your phone 45 - 59
## 722 3877767366 Internet search 60+
## 723 3877764882 Local TV News 60+
## 724 3877762163 Local TV News 45 - 59
## 725 3877760068 A specific website or app (please provide the answer) 30 - 44
## 726 3877755586 Local TV News 60+
## 727 3877755146 The Weather Channel 60+
## 728 3877754981 Local TV News 45 - 59
## 729 3877754345 Local TV News 60+
## 730 3877754281 A specific website or app (please provide the answer) 45 - 59
## 731 3877752751 The default weather app on your phone 45 - 59
## 732 3877751637 The default weather app on your phone 18 - 29
## 733 3877750962 Local TV News 45 - 59
## 734 3877750724 The Weather Channel 30 - 44
## 735 3877748205 Internet search 18 - 29
## 736 3877747724 The default weather app on your phone 18 - 29
## 737 3877746061 The default weather app on your phone 30 - 44
## 738 3877744514 The Weather Channel 18 - 29
## 739 3877744055 Newspaper 60+
## 740 3877743862 A specific website or app (please provide the answer) 45 - 59
## 741 3877741292 The default weather app on your phone 18 - 29
## 742 3877740013 A specific website or app (please provide the answer) 18 - 29
## 743 3877739642 The default weather app on your phone 18 - 29
## 744 3877739070 Local TV News 60+
## 745 3877737885 Internet search 60+
## 746 3877735171 Internet search 45 - 59
## 747 3877732662 Local TV News 45 - 59
## 748 3877732160 A specific website or app (please provide the answer) 30 - 44
## 749 3877731939 The Weather Channel 45 - 59
## 750 3877729075 The Weather Channel 45 - 59
## 751 3877728804 The default weather app on your phone 60+
## 752 3877728487 The Weather Channel 18 - 29
## 753 3877728042 The default weather app on your phone 45 - 59
## 754 3877727777 The default weather app on your phone 45 - 59
## 755 3877726824 Local TV News 45 - 59
## 756 3877724934 The Weather Channel 60+
## 757 3877723968 Internet search 60+
## 758 3877723964 Internet search 30 - 44
## 759 3877723322 A specific website or app (please provide the answer) 45 - 59
## 760 3877722749 Local TV News 18 - 29
## 761 3877721796 Local TV News 45 - 59
## 762 3877721262 A specific website or app (please provide the answer) 30 - 44
## 763 3877720994 The default weather app on your phone 30 - 44
## 764 3877720618 A specific website or app (please provide the answer) 18 - 29
## 765 3877719327 Local TV News 30 - 44
## 766 3877715614 Internet search 30 - 44
## 767 3877714285 Local TV News 60+
## 768 3877713514 The default weather app on your phone 18 - 29
## 769 3877710759 Local TV News 60+
## 770 3877709429 The default weather app on your phone 18 - 29
## 771 3877709396 Local TV News 30 - 44
## 772 3877709203 Internet search 30 - 44
## 773 3877705805 The Weather Channel 30 - 44
## 774 3877705747 The Weather Channel 30 - 44
## 775 3877705621 Internet search 18 - 29
## 776 3877705489 The default weather app on your phone 18 - 29
## 777 3877705171 The Weather Channel 60+
## 778 3877705053 The Weather Channel 30 - 44
## 779 3877703334 The Weather Channel 18 - 29
## 780 3877702652 A specific website or app (please provide the answer) 18 - 29
## 781 3877699575 Local TV News 45 - 59
## 782 3877698507 The default weather app on your phone 18 - 29
## 783 3877696556 Radio weather 60+
## 784 3877694816 A specific website or app (please provide the answer) 60+
## 785 3877693629 The Weather Channel 60+
## 786 3877693173 The default weather app on your phone 30 - 44
## 787 3877691632 Local TV News 30 - 44
## 788 3877689877 The default weather app on your phone 18 - 29
## 789 3877689618 The Weather Channel 60+
## 790 3877689598 The default weather app on your phone 45 - 59
## 791 3877688523 The Weather Channel 30 - 44
## 792 3877686918 Local TV News 45 - 59
## 793 3877686413 The Weather Channel 18 - 29
## 794 3877685833 Local TV News 45 - 59
## 795 3877685611 Internet search 18 - 29
## 796 3877685103 The default weather app on your phone 30 - 44
## 797 3877684867 The default weather app on your phone 18 - 29
## 798 3877682778 The Weather Channel 18 - 29
## 799 3877682733 Newspaper 45 - 59
## 800 3877679711 Local TV News 60+
## 801 3877679528 Local TV News 60+
## 802 3877675285 Local TV News 60+
## 803 3877674431 The default weather app on your phone 18 - 29
## 804 3877673406 A specific website or app (please provide the answer) 18 - 29
## 805 3877673386 Local TV News 60+
## 806 3877671160 A specific website or app (please provide the answer) 45 - 59
## 807 3877668804 The default weather app on your phone 18 - 29
## 808 3877668573 A specific website or app (please provide the answer) 18 - 29
## 809 3877668518 The default weather app on your phone 18 - 29
## 810 3877668411 The Weather Channel 30 - 44
## 811 3877666795 Local TV News 45 - 59
## 812 3877666179 Internet search 60+
## 813 3877665489 A specific website or app (please provide the answer) 45 - 59
## 814 3877661347 Radio weather 60+
## 815 3877660370 A specific website or app (please provide the answer) 60+
## 816 3877660042 The default weather app on your phone 18 - 29
## 817 3877656203 The Weather Channel 45 - 59
## 818 3877654524 Internet search 18 - 29
## 819 3877654523 A specific website or app (please provide the answer) 45 - 59
## 820 3877653871 A specific website or app (please provide the answer) 45 - 59
## 821 3877653260 Local TV News 60+
## 822 3877652718 Local TV News 60+
## 823 3877652362 A specific website or app (please provide the answer) 60+
## 824 3877651261 The default weather app on your phone 45 - 59
## 825 3877650432 The default weather app on your phone 18 - 29
## 826 3877649523 A specific website or app (please provide the answer) 18 - 29
## 827 3877649260 Local TV News 45 - 59
## 828 3877648807 The default weather app on your phone 30 - 44
## 829 3877648261 Newspaper 45 - 59
## 830 3877648193 Internet search 30 - 44
## 831 3877647762 Local TV News 30 - 44
## 832 3877647733 The default weather app on your phone 60+
## 833 3877647589 Internet search 18 - 29
## 834 3877647198 Local TV News 45 - 59
## 835 3877646688 The default weather app on your phone 30 - 44
## 836 3877646493 Newspaper 45 - 59
## 837 3877646443 Local TV News 45 - 59
## 838 3877644027 The Weather Channel 45 - 59
## 839 3877642069 The default weather app on your phone 30 - 44
## 840 3877640956 A specific website or app (please provide the answer) 45 - 59
## 841 3877640569 A specific website or app (please provide the answer) 18 - 29
## 842 3877640059 Local TV News 60+
## 843 3877639651 The default weather app on your phone 30 - 44
## 844 3877639599 Internet search 60+
## 845 3877639207 The Weather Channel 45 - 59
## 846 3877638685 A specific website or app (please provide the answer) 45 - 59
## 847 3877638200 The default weather app on your phone 18 - 29
## 848 3877637740 A specific website or app (please provide the answer) 18 - 29
## 849 3877637463 The default weather app on your phone 45 - 59
## 850 3877637448 A specific website or app (please provide the answer) 60+
## 851 3877637119 The default weather app on your phone 18 - 29
## 852 3877635198 The default weather app on your phone 30 - 44
## 853 3877635161 Internet search 30 - 44
## 854 3877633592 Local TV News 18 - 29
## 855 3877633421 A specific website or app (please provide the answer) 30 - 44
## 856 3877632920 A specific website or app (please provide the answer) 30 - 44
## 857 3877632727 The Weather Channel 45 - 59
## 858 3877631626 The Weather Channel 30 - 44
## 859 3877630928 Radio weather 18 - 29
## 860 3877627989 Local TV News 60+
## 861 3877627031 Internet search 18 - 29
## 862 3877626831 Newsletter 45 - 59
## 863 3877626301 A specific website or app (please provide the answer) 18 - 29
## 864 3877625001 Internet search 30 - 44
## 865 3877624927 Internet search 30 - 44
## 866 3877623695 The default weather app on your phone 18 - 29
## 867 3877623020 The default weather app on your phone 30 - 44
## 868 3877622336 A specific website or app (please provide the answer) 45 - 59
## 869 3877622039 The Weather Channel 18 - 29
## 870 3877621290 The default weather app on your phone 60+
## 871 3877620916 A specific website or app (please provide the answer) 30 - 44
## 872 3877620216 Internet search 60+
## 873 3877619244 Local TV News 60+
## 874 3877618703 The default weather app on your phone 45 - 59
## 875 3877617187 A specific website or app (please provide the answer) 60+
## 876 3877617097 Local TV News 30 - 44
## 877 3877615523 The default weather app on your phone 45 - 59
## 878 3877614060 A specific website or app (please provide the answer) 18 - 29
## 879 3877613803 The Weather Channel 18 - 29
## 880 3877613602 - -
## 881 3877612849 Internet search 60+
## 882 3877612172 Local TV News 45 - 59
## 883 3877611589 Internet search 60+
## 884 3877611244 Internet search 45 - 59
## 885 3877608503 Local TV News 45 - 59
## 886 3877608111 The Weather Channel 45 - 59
## 887 3877607322 Local TV News 45 - 59
## 888 3877606832 The default weather app on your phone 18 - 29
## 889 3877606205 A specific website or app (please provide the answer) 45 - 59
## 890 3877606053 Newspaper 60+
## 891 3877605415 Local TV News 30 - 44
## 892 3877605085 A specific website or app (please provide the answer) 18 - 29
## 893 3877604945 Local TV News 45 - 59
## 894 3877604719 Internet search 45 - 59
## 895 3877603245 The default weather app on your phone 30 - 44
## 896 3877602149 A specific website or app (please provide the answer) 60+
## 897 3877602108 The Weather Channel 30 - 44
## 898 3877601790 The default weather app on your phone 30 - 44
## 899 3877600406 The Weather Channel 18 - 29
## 900 3877599363 The default weather app on your phone 60+
## 901 3877599184 Internet search 30 - 44
## 902 3877598945 The Weather Channel 30 - 44
## 903 3877598520 Local TV News 45 - 59
## 904 3877595167 The default weather app on your phone 60+
## 905 3877594682 Radio weather 60+
## 906 3877592670 Local TV News 45 - 59
## 907 3877591670 The Weather Channel 45 - 59
## 908 3877591495 Local TV News 30 - 44
## 909 3877591297 The default weather app on your phone 45 - 59
## 910 3877586222 A specific website or app (please provide the answer) 30 - 44
## 911 3877585955 The default weather app on your phone 30 - 44
## 912 3877584768 A specific website or app (please provide the answer) 45 - 59
## 913 3877584496 A specific website or app (please provide the answer) 30 - 44
## 914 3877580938 Newspaper 45 - 59
## 915 3877579781 The Weather Channel 30 - 44
## 916 3877579062 The Weather Channel 45 - 59
## 917 3877576778 Local TV News 45 - 59
## 918 3877573011 Local TV News 45 - 59
## 919 3877572488 A specific website or app (please provide the answer) 30 - 44
## 920 3877572480 The default weather app on your phone 18 - 29
## 921 3877571848 The default weather app on your phone 45 - 59
## 922 3877568315 The Weather Channel 30 - 44
## 923 3877568116 Internet search 60+
## 924 3877568054 The Weather Channel 45 - 59
## 925 3877568053 The default weather app on your phone 30 - 44
## 926 3877566926 Local TV News 60+
## 927 3877551536 - -
## 928 3877548893 - -sum(sub_weather$MethodOfChecking == "The default weather app on your phone")## [1] 213sum(sub_weather$MethodOfChecking == "A specific website or app (please provide the answer)")## [1] 175sum(sub_weather$MethodOfChecking == "Local TV News")## [1] 189sum(sub_weather$MethodOfChecking == "The Weather Channel")## [1] 139sum(sub_weather$MethodOfChecking == "Internet search")## [1] 130sum(sub_weather$MethodOfChecking == "Radio weather")## [1] 31sum(sub_weather$MethodOfChecking == "Newsletter")## [1] 8From the finding, most people use the default weather app on their phone.
sessionInfo()## R version 4.4.1 (2024-06-14 ucrt)
## Platform: x86_64-w64-mingw32/x64
## Running under: Windows 10 x64 (build 19045)
##
## Matrix products: default
##
##
## locale:
## [1] LC_COLLATE=English_United States.utf8
## [2] LC_CTYPE=English_United States.utf8
## [3] LC_MONETARY=English_United States.utf8
## [4] LC_NUMERIC=C
## [5] LC_TIME=English_United States.utf8
##
## time zone: America/New_York
## tzcode source: internal
##
## attached base packages:
## [1] stats graphics grDevices utils datasets methods base
##
## other attached packages:
## [1] lubridate_1.9.3 forcats_1.0.0 stringr_1.5.1 dplyr_1.1.4
## [5] purrr_1.0.2 readr_2.1.5 tidyr_1.3.1 tibble_3.2.1
## [9] ggplot2_3.5.1 tidyverse_2.0.0
##
## loaded via a namespace (and not attached):
## [1] gtable_0.3.5 jsonlite_1.8.8 compiler_4.4.1 tidyselect_1.2.1
## [5] jquerylib_0.1.4 scales_1.3.0 yaml_2.3.10 fastmap_1.2.0
## [9] R6_2.5.1 generics_0.1.3 knitr_1.48 munsell_0.5.1
## [13] bslib_0.8.0 pillar_1.9.0 tzdb_0.4.0 rlang_1.1.4
## [17] utf8_1.2.4 stringi_1.8.4 cachem_1.1.0 xfun_0.47
## [21] sass_0.4.9 timechange_0.3.0 cli_3.6.3 withr_3.0.1
## [25] magrittr_2.0.3 digest_0.6.37 grid_4.4.1 rstudioapi_0.16.0
## [29] hms_1.1.3 lifecycle_1.0.4 vctrs_0.6.5 evaluate_0.24.0
## [33] glue_1.7.0 fansi_1.0.6 colorspace_2.1-1 rmarkdown_2.28
## [37] tools_4.4.1 pkgconfig_2.0.3 htmltools_0.5.8.1