R/num_to_fac.R
numeric_to_factor.RdThis function converts numeric variables into factors, and uses associated value labels as factor levels.
numeric_to_factor(x, n = 4)A data frame.
Numeric, indicating the maximum amount of unique values in x
to be considered as "factor". Variables with more unique values than n
are not converted to factor.
x, with numeric values with a maximum of n unique values
being converted to factors.
If x is a labelled vector, associated value labels will be used
as level. Else, the numeric vector is simply coerced using as.factor().
library(dplyr)
data(efc)
efc %>%
select(e42dep, e16sex, c12hour, c160age, c172code) %>%
numeric_to_factor()
#> e42dep e16sex c12hour c160age c172code
#> 1 moderately dependent female 16 56 intermediate level of education
#> 2 moderately dependent female 148 54 intermediate level of education
#> 3 moderately dependent female 70 80 low level of education
#> 4 severely dependent female 168 69 intermediate level of education
#> 5 severely dependent female 168 47 intermediate level of education
#> 6 severely dependent female 16 56 intermediate level of education
#> 7 severely dependent male 161 61 intermediate level of education
#> 8 severely dependent female 110 67 intermediate level of education
#> 9 severely dependent female 28 59 <NA>
#> 10 severely dependent female 40 49 intermediate level of education
#> 11 severely dependent male 100 66 intermediate level of education
#> 12 moderately dependent female 25 47 intermediate level of education
#> 13 severely dependent female 25 58 high level of education
#> 14 moderately dependent female 24 75 low level of education
#> 15 moderately dependent female 56 49 high level of education
#> 16 moderately dependent female 20 56 intermediate level of education
#> 17 independent male 25 75 intermediate level of education
#> 18 moderately dependent male 126 70 intermediate level of education
#> 19 moderately dependent male 168 52 high level of education
#> 20 severely dependent male 118 48 high level of education
#> 21 severely dependent female 150 58 intermediate level of education
#> 22 moderately dependent male 50 65 intermediate level of education
#> 23 severely dependent female 18 49 intermediate level of education
#> 24 severely dependent female 168 60 intermediate level of education
#> 25 moderately dependent female 15 55 intermediate level of education
#> 26 severely dependent male 168 62 intermediate level of education
#> 27 severely dependent female 12 68 high level of education
#> 28 slightly dependent male 7 76 intermediate level of education
#> 29 moderately dependent female 35 58 intermediate level of education
#> 30 severely dependent female 168 65 low level of education
#> 31 severely dependent male 150 63 intermediate level of education
#> 32 severely dependent male 168 79 low level of education
#> 33 moderately dependent female 168 65 intermediate level of education
#> 34 severely dependent male 119 74 intermediate level of education
#> 35 severely dependent female 168 76 intermediate level of education
#> 36 severely dependent male 168 73 low level of education
#> 37 severely dependent male 168 67 intermediate level of education
#> 38 slightly dependent female 28 62 intermediate level of education
#> 39 severely dependent male 168 80 intermediate level of education
#> 40 moderately dependent female 30 49 intermediate level of education
#> 41 moderately dependent female 14 46 high level of education
#> 42 severely dependent male 168 68 intermediate level of education
#> 43 severely dependent male 168 62 high level of education
#> 44 severely dependent male 50 65 intermediate level of education
#> 45 severely dependent male 168 63 intermediate level of education
#> 46 severely dependent male 24 81 intermediate level of education
#> 47 severely dependent female 168 72 intermediate level of education
#> 48 severely dependent male 42 64 <NA>
#> 49 moderately dependent male 154 73 <NA>
#> 50 severely dependent female 60 73 intermediate level of education
#> 51 severely dependent male 168 64 intermediate level of education
#> 52 severely dependent male 168 67 intermediate level of education
#> 53 severely dependent male 24 60 intermediate level of education
#> 54 severely dependent male 168 64 intermediate level of education
#> 55 severely dependent female 150 85 high level of education
#> 56 severely dependent female 168 55 intermediate level of education
#> 57 severely dependent male 168 72 intermediate level of education
#> 58 severely dependent female 168 52 high level of education
#> 59 moderately dependent male 168 63 intermediate level of education
#> 60 severely dependent male 168 69 intermediate level of education
#> 61 severely dependent female 128 61 <NA>
#> 62 severely dependent male 168 79 intermediate level of education
#> 63 severely dependent female 11 64 <NA>
#> 64 moderately dependent female 50 44 high level of education
#> 65 moderately dependent female 80 59 intermediate level of education
#> 66 moderately dependent female 15 52 high level of education
#> 67 severely dependent female 7 46 high level of education
#> 68 moderately dependent female 21 59 intermediate level of education
#> 69 severely dependent female 168 83 intermediate level of education
#> 70 severely dependent female 24 76 <NA>
#> 71 severely dependent female 6 31 intermediate level of education
#> 72 severely dependent female 30 60 intermediate level of education
#> 73 severely dependent female 168 57 intermediate level of education
#> 74 severely dependent male 42 63 high level of education
#> 75 severely dependent female 30 59 high level of education
#> 76 severely dependent male 85 72 intermediate level of education
#> 77 severely dependent male 35 47 low level of education
#> 78 moderately dependent female 70 56 intermediate level of education
#> 79 moderately dependent female 9 47 high level of education
#> 80 severely dependent male 168 69 intermediate level of education
#> 81 slightly dependent male 77 74 intermediate level of education
#> 82 moderately dependent female 24 67 intermediate level of education
#> 83 severely dependent male 91 72 intermediate level of education
#> 84 moderately dependent female 6 48 intermediate level of education
#> 85 severely dependent female 22 55 intermediate level of education
#> 86 severely dependent female 168 57 intermediate level of education
#> 87 severely dependent male 168 62 intermediate level of education
#> 88 severely dependent male 168 70 intermediate level of education
#> 89 severely dependent female 168 34 high level of education
#> 90 severely dependent female 50 55 intermediate level of education
#> 91 moderately dependent male 40 69 low level of education
#> 92 independent male 9 69 intermediate level of education
#> 93 slightly dependent female 25 60 intermediate level of education
#> 94 moderately dependent female 14 66 <NA>
#> 95 severely dependent male 49 60 <NA>
#> 96 moderately dependent male 5 54 intermediate level of education
#> 97 <NA> male 7 64 <NA>
#> 98 severely dependent male 21 75 <NA>
#> 99 moderately dependent male 24 80 low level of education
#> 100 severely dependent male 7 49 intermediate level of education
#> 101 moderately dependent female 168 68 <NA>
#> 102 moderately dependent male 168 64 intermediate level of education
#> 103 moderately dependent male 4 72 low level of education
#> 104 severely dependent female 168 54 <NA>
#> 105 severely dependent female 168 62 intermediate level of education
#> 106 moderately dependent male 15 65 intermediate level of education
#> 107 moderately dependent male 168 75 low level of education
#> 108 slightly dependent female 168 77 <NA>
#> 109 moderately dependent male 20 50 intermediate level of education
#> 110 severely dependent female 59 54 intermediate level of education
#> 111 severely dependent male 24 72 intermediate level of education
#> 112 moderately dependent female 7 46 intermediate level of education
#> 113 severely dependent female 100 61 high level of education
#> 114 severely dependent female 168 83 intermediate level of education
#> 115 severely dependent female 168 44 intermediate level of education
#> 116 slightly dependent female 28 67 low level of education
#> 117 slightly dependent female 20 61 intermediate level of education
#> 118 moderately dependent male 50 78 intermediate level of education
#> 119 severely dependent female 89 77 low level of education
#> 120 severely dependent male 168 75 low level of education
#> 121 moderately dependent female 12 61 high level of education
#> 122 severely dependent female 24 65 low level of education
#> 123 severely dependent male 91 74 low level of education
#> 124 severely dependent male 168 63 intermediate level of education
#> 125 moderately dependent male 168 66 intermediate level of education
#> 126 severely dependent female 168 62 intermediate level of education
#> 127 independent female 11 49 intermediate level of education
#> 128 severely dependent female 35 55 intermediate level of education
#> 129 slightly dependent female 10 45 high level of education
#> 130 severely dependent female 125 76 low level of education
#> 131 moderately dependent male 140 65 low level of education
#> 132 moderately dependent female 28 56 intermediate level of education
#> 133 severely dependent male 84 75 low level of education
#> 134 severely dependent female 15 45 low level of education
#> 135 moderately dependent female 15 59 intermediate level of education
#> 136 moderately dependent female 14 66 high level of education
#> 137 severely dependent female 24 61 low level of education
#> 138 slightly dependent female 4 50 intermediate level of education
#> 139 severely dependent female 140 75 low level of education
#> 140 moderately dependent male 168 76 intermediate level of education
#> 141 slightly dependent female 6 35 intermediate level of education
#> 142 severely dependent female 10 42 <NA>
#> 143 severely dependent female 20 65 intermediate level of education
#> 144 moderately dependent male 15 81 intermediate level of education
#> 145 severely dependent female 65 43 intermediate level of education
#> 146 severely dependent female 35 76 high level of education
#> 147 severely dependent female 105 67 <NA>
#> 148 severely dependent male 50 63 <NA>
#> 149 severely dependent male 168 56 low level of education
#> 150 moderately dependent male 77 49 intermediate level of education
#> 151 severely dependent female 168 55 intermediate level of education
#> 152 severely dependent female 42 60 intermediate level of education
#> 153 severely dependent female 4 59 high level of education
#> 154 severely dependent female 168 62 high level of education
#> 155 severely dependent male 168 62 low level of education
#> 156 moderately dependent female 42 79 intermediate level of education
#> 157 moderately dependent female 6 54 high level of education
#> 158 severely dependent female 168 57 high level of education
#> 159 moderately dependent female 70 74 high level of education
#> 160 moderately dependent male 15 67 high level of education
#> 161 moderately dependent female 30 51 high level of education
#> 162 moderately dependent female 9 55 high level of education
#> 163 severely dependent female 16 56 <NA>
#> 164 severely dependent female 35 58 intermediate level of education
#> 165 moderately dependent female 28 43 high level of education
#> 166 severely dependent female 168 71 high level of education
#> 167 severely dependent female 9 50 <NA>
#> 168 severely dependent female 168 57 intermediate level of education
#> 169 moderately dependent female 15 52 intermediate level of education
#> 170 severely dependent female 6 53 high level of education
#> 171 moderately dependent female 14 60 high level of education
#> 172 moderately dependent female 35 65 intermediate level of education
#> 173 moderately dependent male 7 72 intermediate level of education
#> 174 moderately dependent male 12 64 low level of education
#> 175 severely dependent female 50 57 intermediate level of education
#> 176 severely dependent female 6 47 high level of education
#> 177 moderately dependent female 22 62 intermediate level of education
#> 178 severely dependent female 35 67 <NA>
#> 179 severely dependent female 6 63 high level of education
#> 180 severely dependent female 168 77 intermediate level of education
#> 181 severely dependent male 28 60 low level of education
#> 182 moderately dependent female 10 48 high level of education
#> 183 moderately dependent male 91 73 intermediate level of education
#> 184 severely dependent female 8 25 <NA>
#> 185 severely dependent female 168 58 low level of education
#> 186 severely dependent female 24 50 intermediate level of education
#> 187 severely dependent female 168 45 high level of education
#> 188 severely dependent female 168 53 high level of education
#> 189 slightly dependent female 14 59 low level of education
#> 190 moderately dependent female 28 80 intermediate level of education
#> 191 moderately dependent male 16 57 high level of education
#> 192 severely dependent female 168 66 high level of education
#> 193 slightly dependent female 6 63 <NA>
#> 194 severely dependent male 168 56 intermediate level of education
#> 195 moderately dependent female 28 61 intermediate level of education
#> 196 moderately dependent male 160 70 low level of education
#> 197 slightly dependent female 39 62 high level of education
#> 198 severely dependent female 15 47 high level of education
#> 199 slightly dependent male 10 67 low level of education
#> 200 moderately dependent female 10 64 <NA>
#> 201 moderately dependent female 17 65 <NA>
#> 202 severely dependent female 168 55 intermediate level of education
#> 203 moderately dependent female 70 66 high level of education
#> 204 severely dependent female 50 52 intermediate level of education
#> 205 moderately dependent female 12 64 low level of education
#> 206 moderately dependent female 10 49 intermediate level of education
#> 207 severely dependent female 168 42 intermediate level of education
#> 208 severely dependent female 168 58 intermediate level of education
#> 209 moderately dependent male 168 87 low level of education
#> 210 moderately dependent female 28 65 <NA>
#> 211 moderately dependent female 12 65 high level of education
#> 212 severely dependent female 8 63 high level of education
#> 213 severely dependent female 21 43 high level of education
#> 214 severely dependent female 24 54 high level of education
#> 215 slightly dependent male 15 42 high level of education
#> 216 moderately dependent female 8 61 intermediate level of education
#> 217 severely dependent female 16 54 intermediate level of education
#> 218 severely dependent male 56 47 intermediate level of education
#> 219 severely dependent female 42 46 low level of education
#> 220 slightly dependent female 4 54 high level of education
#> 221 moderately dependent female 25 58 intermediate level of education
#> 222 severely dependent male 35 64 high level of education
#> 223 severely dependent female 30 51 intermediate level of education
#> 224 moderately dependent female 6 57 intermediate level of education
#> 225 severely dependent female 110 63 low level of education
#> 226 moderately dependent female 30 49 high level of education
#> 227 severely dependent male 24 66 low level of education
#> 228 moderately dependent female 14 56 intermediate level of education
#> 229 moderately dependent female 4 62 high level of education
#> 230 moderately dependent male 20 29 intermediate level of education
#> 231 moderately dependent female 10 55 high level of education
#> 232 moderately dependent female 7 55 <NA>
#> 233 severely dependent male 161 81 <NA>
#> 234 moderately dependent female 28 62 <NA>
#> 235 severely dependent female 14 49 <NA>
#> 236 severely dependent male 4 43 <NA>
#> 237 moderately dependent male 50 60 intermediate level of education
#> 238 slightly dependent female 10 39 intermediate level of education
#> 239 moderately dependent male 18 41 intermediate level of education
#> 240 slightly dependent male 15 25 intermediate level of education
#> 241 independent female 6 27 intermediate level of education
#> 242 moderately dependent female 17 26 intermediate level of education
#> 243 moderately dependent female 14 52 low level of education
#> 244 slightly dependent female 5 56 <NA>
#> 245 slightly dependent female 10 29 intermediate level of education
#> 246 moderately dependent female 30 45 intermediate level of education
#> 247 independent male 10 64 intermediate level of education
#> 248 slightly dependent female 10 47 intermediate level of education
#> 249 moderately dependent female 84 62 low level of education
#> 250 slightly dependent female 10 55 <NA>
#> 251 moderately dependent female 6 70 <NA>
#> 252 moderately dependent female 15 51 low level of education
#> 253 moderately dependent male 40 67 <NA>
#> 254 severely dependent male 21 23 intermediate level of education
#> 255 independent male 11 52 intermediate level of education
#> 256 moderately dependent female 8 62 intermediate level of education
#> 257 moderately dependent female 5 33 intermediate level of education
#> 258 severely dependent male 12 83 low level of education
#> 259 slightly dependent male 10 75 intermediate level of education
#> 260 slightly dependent female 20 60 high level of education
#> 261 slightly dependent female 12 63 intermediate level of education
#> 262 severely dependent female 24 65 high level of education
#> 263 severely dependent female 27 60 intermediate level of education
#> 264 moderately dependent female 14 54 low level of education
#> 265 moderately dependent female 18 63 intermediate level of education
#> 266 severely dependent female 168 58 <NA>
#> 267 moderately dependent female 14 42 intermediate level of education
#> 268 moderately dependent female 10 58 high level of education
#> 269 moderately dependent female 6 55 intermediate level of education
#> 270 moderately dependent female 21 44 low level of education
#> 271 slightly dependent female 16 46 low level of education
#> 272 moderately dependent female 15 38 low level of education
#> 273 slightly dependent female 20 44 intermediate level of education
#> 274 slightly dependent male 10 43 low level of education
#> 275 moderately dependent male 22 34 intermediate level of education
#> 276 moderately dependent male 35 43 low level of education
#> 277 moderately dependent female 30 66 <NA>
#> 278 moderately dependent male 16 46 <NA>
#> 279 slightly dependent male 24 68 low level of education
#> 280 moderately dependent male 168 60 high level of education
#> 281 moderately dependent male 168 35 low level of education
#> 282 slightly dependent female 40 38 intermediate level of education
#> 283 slightly dependent female 40 41 intermediate level of education
#> 284 slightly dependent male 50 40 intermediate level of education
#> 285 moderately dependent female 20 39 intermediate level of education
#> 286 moderately dependent male 20 44 intermediate level of education
#> 287 severely dependent female 6 57 intermediate level of education
#> 288 severely dependent male 5 48 high level of education
#> 289 severely dependent female 48 56 intermediate level of education
#> 290 severely dependent female 168 40 intermediate level of education
#> 291 slightly dependent female 6 61 intermediate level of education
#> 292 slightly dependent female 8 63 low level of education
#> 293 moderately dependent male 43 59 intermediate level of education
#> 294 severely dependent male 90 69 low level of education
#> 295 moderately dependent female 100 60 low level of education
#> 296 slightly dependent male 8 49 low level of education
#> 297 moderately dependent male 15 41 intermediate level of education
#> 298 moderately dependent female 5 72 intermediate level of education
#> 299 slightly dependent male 8 64 high level of education
#> 300 slightly dependent female 10 46 intermediate level of education
#> 301 severely dependent female 30 64 low level of education
#> 302 severely dependent female 168 79 intermediate level of education
#> 303 moderately dependent female 20 39 intermediate level of education
#> 304 slightly dependent female 30 42 intermediate level of education
#> 305 slightly dependent male 30 39 intermediate level of education
#> 306 moderately dependent female 12 42 intermediate level of education
#> 307 severely dependent female 30 54 intermediate level of education
#> 308 slightly dependent female 30 76 intermediate level of education
#> 309 moderately dependent male 14 69 high level of education
#> 310 independent male 15 68 low level of education
#> 311 moderately dependent female 50 66 intermediate level of education
#> 312 moderately dependent male 20 35 high level of education
#> 313 moderately dependent male 25 30 intermediate level of education
#> 314 severely dependent female 40 54 high level of education
#> 315 moderately dependent male 9 56 intermediate level of education
#> 316 moderately dependent male 18 60 intermediate level of education
#> 317 severely dependent female 25 26 intermediate level of education
#> 318 severely dependent male 100 68 intermediate level of education
#> 319 moderately dependent female 6 51 intermediate level of education
#> 320 slightly dependent female 25 54 low level of education
#> 321 moderately dependent female 15 52 <NA>
#> 322 moderately dependent female 20 53 intermediate level of education
#> 323 slightly dependent female 10 54 high level of education
#> 324 severely dependent male 28 52 high level of education
#> 325 slightly dependent male 10 48 high level of education
#> 326 moderately dependent male 30 46 low level of education
#> 327 moderately dependent female 6 68 intermediate level of education
#> 328 moderately dependent male 40 49 low level of education
#> 329 independent female 7 19 intermediate level of education
#> 330 independent female 8 49 intermediate level of education
#> 331 slightly dependent male 15 33 intermediate level of education
#> 332 severely dependent male 4 42 intermediate level of education
#> 333 severely dependent female 4 34 intermediate level of education
#> 334 severely dependent female 168 66 low level of education
#> 335 moderately dependent male 7 27 intermediate level of education
#> 336 slightly dependent female 22 37 high level of education
#> 337 slightly dependent male 30 54 low level of education
#> 338 moderately dependent female 15 65 intermediate level of education
#> 339 moderately dependent female 30 72 high level of education
#> 340 slightly dependent female 20 40 intermediate level of education
#> 341 slightly dependent female 25 26 intermediate level of education
#> 342 slightly dependent female 20 29 intermediate level of education
#> 343 slightly dependent male 20 30 intermediate level of education
#> 344 slightly dependent female 25 30 intermediate level of education
#> 345 moderately dependent male 14 33 intermediate level of education
#> 346 severely dependent female 30 42 intermediate level of education
#> 347 moderately dependent female 20 51 intermediate level of education
#> 348 severely dependent female 15 54 high level of education
#> 349 independent male 6 38 intermediate level of education
#> 350 slightly dependent male 5 40 high level of education
#> 351 severely dependent male 50 50 high level of education
#> 352 slightly dependent female 8 66 low level of education
#> 353 slightly dependent male 20 44 intermediate level of education
#> 354 slightly dependent male 14 42 low level of education
#> 355 moderately dependent female 18 43 low level of education
#> 356 moderately dependent female 16 55 low level of education
#> 357 severely dependent female 20 67 intermediate level of education
#> 358 moderately dependent male 15 23 intermediate level of education
#> 359 moderately dependent male 25 70 low level of education
#> 360 slightly dependent male 18 62 low level of education
#> 361 moderately dependent female 22 66 low level of education
#> 362 moderately dependent male 18 59 intermediate level of education
#> 363 slightly dependent female 48 76 low level of education
#> 364 moderately dependent male 60 44 low level of education
#> 365 slightly dependent male 10 42 intermediate level of education
#> 366 independent male 7 53 low level of education
#> 367 independent female 5 44 intermediate level of education
#> 368 slightly dependent female 35 62 <NA>
#> 369 slightly dependent female 28 53 <NA>
#> 370 slightly dependent female 5 58 intermediate level of education
#> 371 slightly dependent female 25 38 intermediate level of education
#> 372 severely dependent female 40 48 intermediate level of education
#> 373 severely dependent female 49 52 intermediate level of education
#> 374 independent female 4 53 intermediate level of education
#> 375 slightly dependent female 70 67 intermediate level of education
#> 376 slightly dependent male 6 54 low level of education
#> 377 slightly dependent female 7 31 intermediate level of education
#> 378 moderately dependent female 40 51 intermediate level of education
#> 379 severely dependent female 50 48 intermediate level of education
#> 380 severely dependent female 30 52 intermediate level of education
#> 381 severely dependent female 70 45 intermediate level of education
#> 382 moderately dependent male 14 47 intermediate level of education
#> 383 moderately dependent female 70 42 intermediate level of education
#> 384 severely dependent female 7 65 intermediate level of education
#> 385 moderately dependent male 6 49 low level of education
#> 386 slightly dependent female 14 46 intermediate level of education
#> 387 slightly dependent male 10 65 intermediate level of education
#> 388 severely dependent female 25 47 <NA>
#> 389 moderately dependent male 5 54 low level of education
#> 390 severely dependent female 11 49 intermediate level of education
#> 391 severely dependent female 120 47 intermediate level of education
#> 392 moderately dependent male 18 59 high level of education
#> 393 independent male 6 69 low level of education
#> 394 moderately dependent male 20 34 high level of education
#> 395 slightly dependent male 15 30 intermediate level of education
#> 396 severely dependent male 35 70 intermediate level of education
#> 397 slightly dependent female 15 32 high level of education
#> 398 slightly dependent female 15 41 high level of education
#> 399 severely dependent male 120 63 low level of education
#> 400 slightly dependent female 28 83 high level of education
#> 401 severely dependent female 10 44 low level of education
#> 402 severely dependent male 120 70 low level of education
#> 403 severely dependent female 100 56 intermediate level of education
#> 404 slightly dependent female 18 64 intermediate level of education
#> 405 independent female 8 43 intermediate level of education
#> 406 slightly dependent female 40 53 intermediate level of education
#> 407 severely dependent female 140 55 low level of education
#> 408 slightly dependent <NA> 6 46 low level of education
#> 409 severely dependent male 11 64 intermediate level of education
#> 410 moderately dependent male 15 57 intermediate level of education
#> 411 severely dependent female 80 60 intermediate level of education
#> 412 independent male 5 42 intermediate level of education
#> 413 independent male 6 63 low level of education
#> 414 slightly dependent female 40 68 intermediate level of education
#> 415 slightly dependent male 5 67 intermediate level of education
#> 416 moderately dependent female 7 69 high level of education
#> 417 slightly dependent male 4 52 high level of education
#> 418 severely dependent male 24 60 high level of education
#> 419 severely dependent female 28 48 high level of education
#> 420 moderately dependent female 25 60 intermediate level of education
#> 421 severely dependent female 140 67 low level of education
#> 422 moderately dependent male 14 36 intermediate level of education
#> 423 severely dependent male 40 75 high level of education
#> 424 moderately dependent female 5 29 intermediate level of education
#> 425 severely dependent female 20 47 intermediate level of education
#> 426 severely dependent male 168 62 intermediate level of education
#> 427 slightly dependent male 40 59 high level of education
#> 428 severely dependent female 80 51 intermediate level of education
#> 429 severely dependent female 120 34 intermediate level of education
#> 430 severely dependent female 160 59 intermediate level of education
#> 431 independent female 7 31 high level of education
#> 432 moderately dependent female 7 37 high level of education
#> 433 slightly dependent female 4 61 intermediate level of education
#> 434 slightly dependent female 6 53 low level of education
#> 435 moderately dependent female 14 89 intermediate level of education
#> 436 slightly dependent female 7 53 intermediate level of education
#> 437 moderately dependent female 28 46 intermediate level of education
#> 438 severely dependent female 25 59 high level of education
#> 439 severely dependent male 28 74 <NA>
#> 440 moderately dependent female 7 50 low level of education
#> 441 moderately dependent female 21 50 low level of education
#> 442 slightly dependent female 30 53 intermediate level of education
#> 443 moderately dependent male 25 55 intermediate level of education
#> 444 moderately dependent female 65 51 high level of education
#> 445 slightly dependent female 18 43 low level of education
#> 446 severely dependent female 40 43 intermediate level of education
#> 447 moderately dependent female 20 59 intermediate level of education
#> 448 severely dependent female 80 72 intermediate level of education
#> 449 moderately dependent male 7 56 intermediate level of education
#> 450 moderately dependent male 50 66 low level of education
#> 451 moderately dependent female 30 47 intermediate level of education
#> 452 slightly dependent male 10 45 intermediate level of education
#> 453 moderately dependent female 8 NA high level of education
#> 454 moderately dependent female 6 23 intermediate level of education
#> 455 moderately dependent female 6 25 intermediate level of education
#> 456 severely dependent female 42 57 high level of education
#> 457 slightly dependent female 10 53 low level of education
#> 458 severely dependent male 30 64 low level of education
#> 459 moderately dependent male 15 56 high level of education
#> 460 moderately dependent female 10 41 high level of education
#> 461 moderately dependent male 10 58 high level of education
#> 462 slightly dependent male 130 76 intermediate level of education
#> 463 severely dependent female 160 69 intermediate level of education
#> 464 moderately dependent female 168 56 low level of education
#> 465 severely dependent female 24 75 intermediate level of education
#> 466 severely dependent female 24 53 intermediate level of education
#> 467 severely dependent female 30 53 low level of education
#> 468 independent female 20 58 low level of education
#> 469 moderately dependent female 10 48 intermediate level of education
#> 470 slightly dependent female 7 35 intermediate level of education
#> 471 severely dependent female 120 59 low level of education
#> 472 independent female 6 34 intermediate level of education
#> 473 independent male 6 39 intermediate level of education
#> 474 independent male 10 56 intermediate level of education
#> 475 independent female 20 60 low level of education
#> 476 independent male 5 43 intermediate level of education
#> 477 severely dependent female 60 56 low level of education
#> 478 slightly dependent female 20 38 intermediate level of education
#> 479 independent female 6 54 intermediate level of education
#> 480 moderately dependent male 10 25 intermediate level of education
#> 481 severely dependent male 84 66 low level of education
#> 482 moderately dependent female 8 58 high level of education
#> 483 severely dependent female 168 75 high level of education
#> 484 slightly dependent male 40 30 intermediate level of education
#> 485 moderately dependent male 40 42 high level of education
#> 486 moderately dependent female 20 38 intermediate level of education
#> 487 moderately dependent female 56 63 <NA>
#> 488 independent female 6 57 <NA>
#> 489 independent male 7 41 <NA>
#> 490 moderately dependent male 12 64 low level of education
#> 491 slightly dependent female 10 32 low level of education
#> 492 moderately dependent female 14 38 low level of education
#> 493 severely dependent male 28 65 low level of education
#> 494 slightly dependent female 12 31 low level of education
#> 495 moderately dependent female 28 43 low level of education
#> 496 slightly dependent female 11 29 intermediate level of education
#> 497 slightly dependent male 16 62 low level of education
#> 498 moderately dependent female 12 46 low level of education
#> 499 moderately dependent female 22 43 low level of education
#> 500 slightly dependent male 17 44 high level of education
#> 501 severely dependent female 16 47 low level of education
#> 502 severely dependent male 50 49 intermediate level of education
#> 503 moderately dependent male 6 46 low level of education
#> 504 severely dependent male 5 46 intermediate level of education
#> 505 severely dependent female 45 60 intermediate level of education
#> 506 severely dependent female 16 65 intermediate level of education
#> 507 moderately dependent male 15 32 intermediate level of education
#> 508 moderately dependent female 20 72 intermediate level of education
#> 509 moderately dependent male 20 35 intermediate level of education
#> 510 moderately dependent female 8 61 intermediate level of education
#> 511 slightly dependent female 8 66 intermediate level of education
#> 512 moderately dependent female 15 53 intermediate level of education
#> 513 slightly dependent female 10 35 intermediate level of education
#> 514 slightly dependent female 15 57 low level of education
#> 515 moderately dependent male 27 62 low level of education
#> 516 moderately dependent male 14 70 intermediate level of education
#> 517 severely dependent female 28 53 intermediate level of education
#> 518 severely dependent female 168 78 <NA>
#> 519 severely dependent female 168 65 low level of education
#> 520 slightly dependent male 21 58 intermediate level of education
#> 521 slightly dependent male 12 62 high level of education
#> 522 severely dependent female 62 48 high level of education
#> 523 moderately dependent female 20 51 low level of education
#> 524 slightly dependent female 7 35 intermediate level of education
#> 525 slightly dependent female 10 59 intermediate level of education
#> 526 moderately dependent female 20 42 intermediate level of education
#> 527 independent female 8 52 intermediate level of education
#> 528 slightly dependent female 9 49 intermediate level of education
#> 529 moderately dependent male 12 46 intermediate level of education
#> 530 slightly dependent female 10 56 intermediate level of education
#> 531 severely dependent female 35 51 intermediate level of education
#> 532 independent female 5 45 intermediate level of education
#> 533 severely dependent female 18 50 intermediate level of education
#> 534 moderately dependent female 15 48 intermediate level of education
#> 535 slightly dependent female 6 41 intermediate level of education
#> 536 slightly dependent female 8 48 high level of education
#> 537 moderately dependent male 12 40 high level of education
#> 538 severely dependent female 25 29 intermediate level of education
#> 539 moderately dependent female 10 50 intermediate level of education
#> 540 severely dependent female 40 48 intermediate level of education
#> 541 severely dependent female 20 63 intermediate level of education
#> 542 slightly dependent female 6 54 intermediate level of education
#> 543 moderately dependent male 168 65 intermediate level of education
#> 544 slightly dependent male 4 52 intermediate level of education
#> 545 moderately dependent female 168 41 high level of education
#> 546 moderately dependent male 24 44 intermediate level of education
#> 547 slightly dependent male 25 53 intermediate level of education
#> 548 severely dependent female 40 62 low level of education
#> 549 moderately dependent male 18 42 low level of education
#> 550 slightly dependent male 20 31 low level of education
#> 551 moderately dependent female 40 40 intermediate level of education
#> 552 slightly dependent female 6 44 intermediate level of education
#> 553 slightly dependent female 5 50 intermediate level of education
#> 554 moderately dependent male 30 49 intermediate level of education
#> 555 moderately dependent female 14 24 intermediate level of education
#> 556 moderately dependent male 8 43 intermediate level of education
#> 557 severely dependent male 28 61 low level of education
#> 558 severely dependent female 45 35 low level of education
#> 559 severely dependent female 40 40 low level of education
#> 560 slightly dependent female 30 53 low level of education
#> 561 severely dependent female 28 58 low level of education
#> 562 slightly dependent male 50 48 intermediate level of education
#> 563 severely dependent male 84 65 low level of education
#> 564 slightly dependent female 12 61 intermediate level of education
#> 565 moderately dependent female 40 31 high level of education
#> 566 independent female 10 58 intermediate level of education
#> 567 slightly dependent male 15 53 intermediate level of education
#> 568 moderately dependent female 40 63 low level of education
#> 569 severely dependent male 24 80 low level of education
#> 570 severely dependent male 168 61 high level of education
#> 571 severely dependent female 160 46 intermediate level of education
#> 572 severely dependent male 162 75 low level of education
#> 573 severely dependent female 100 49 intermediate level of education
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#> 903 <NA> <NA> NA NA <NA>
#> 904 <NA> <NA> NA NA <NA>
#> 905 <NA> <NA> NA NA <NA>
#> 906 <NA> <NA> NA NA <NA>
#> 907 <NA> <NA> NA NA <NA>
#> 908 <NA> <NA> NA NA <NA>