This function converts numeric variables into factors, and uses associated value labels as factor levels.

numeric_to_factor(x, n = 4)

## Arguments

x

A data frame.

n

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.

## Value

x, with numeric values with a maximum of n unique values being converted to factors.

## Details

If x is a labelled vector, associated value labels will be used as level. Else, the numeric vector is simply coerced using as.factor().

## Examples

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
#> 574   severely dependent female     110      48          low level of education
#> 575   severely dependent female     140      62          low level of education
#> 576 moderately dependent   male      25      49 intermediate level of education
#> 577   severely dependent female      15      49 intermediate level of education
#> 578   slightly dependent   male      35      60         high level of education
#> 579   severely dependent female      30      27                            <NA>
#> 580 moderately dependent female      40      63 intermediate level of education
#> 581   severely dependent   male      10      57                            <NA>
#> 582 moderately dependent female      25      56          low level of education
#> 583 moderately dependent female      12      63         high level of education
#> 584 moderately dependent   male      35      78          low level of education
#> 585   slightly dependent female      10      36 intermediate level of education
#> 586   slightly dependent female      30      59 intermediate level of education
#> 587 moderately dependent female      10      62 intermediate level of education
#> 588   severely dependent female     100      42 intermediate level of education
#> 589   severely dependent   male      12      54 intermediate level of education
#> 590   severely dependent   male      56      64          low level of education
#> 591          independent female      40      65          low level of education
#> 592   severely dependent female      30      52 intermediate level of education
#> 593   severely dependent   male      60      78          low level of education
#> 594 moderately dependent female     100      47          low level of education
#> 595   severely dependent female      20      67 intermediate level of education
#> 596   severely dependent   male      35      28 intermediate level of education
#> 597   severely dependent female     168      43 intermediate level of education
#> 598   slightly dependent   male      22      40          low level of education
#> 599   severely dependent female      60      53          low level of education
#> 600   severely dependent female      24      28 intermediate level of education
#> 601 moderately dependent female      20      78         high level of education
#> 602   severely dependent   male      70      58          low level of education
#> 603 moderately dependent   male      25      43 intermediate level of education
#> 604   slightly dependent female       6      54 intermediate level of education
#> 605   slightly dependent female      18      28         high level of education
#> 606   slightly dependent female      10      57         high level of education
#> 607   slightly dependent female      15      47 intermediate level of education
#> 608          independent female      20      35          low level of education
#> 609   slightly dependent female      20      30         high level of education
#> 610   slightly dependent   male      10      50 intermediate level of education
#> 611   severely dependent female      22      36 intermediate level of education
#> 612   severely dependent female      15      38 intermediate level of education
#> 613   severely dependent   male      48      58 intermediate level of education
#> 614   severely dependent female      80      33 intermediate level of education
#> 615   severely dependent female      77      59 intermediate level of education
#> 616   severely dependent female       6      30 intermediate level of education
#> 617 moderately dependent female       6      24 intermediate level of education
#> 618 moderately dependent   male       8      30 intermediate level of education
#> 619 moderately dependent female      20      39         high level of education
#> 620 moderately dependent female      20      40          low level of education
#> 621 moderately dependent female       8      51 intermediate level of education
#> 622          independent female       6      49 intermediate level of education
#> 623 moderately dependent female       8      60 intermediate level of education
#> 624 moderately dependent female      15      35 intermediate level of education
#> 625   severely dependent female      10      53         high level of education
#> 626 moderately dependent female      10      35 intermediate level of education
#> 627   severely dependent female      15      39 intermediate level of education
#> 628   severely dependent female       8      54         high level of education
#> 629   slightly dependent female       6      65         high level of education
#> 630 moderately dependent female      56      63                            <NA>
#> 631 moderately dependent female       6      53                            <NA>
#> 632   severely dependent   male       8      64          low level of education
#> 633   slightly dependent   male      28      43          low level of education
#> 634 moderately dependent   male      20      58         high level of education
#> 635   severely dependent female      70      67         high level of education
#> 636 moderately dependent female       8      30 intermediate level of education
#> 637 moderately dependent female       7      24 intermediate level of education
#> 638 moderately dependent   male      10      56          low level of education
#> 639   slightly dependent female      10      44 intermediate level of education
#> 640 moderately dependent   male      10      69 intermediate level of education
#> 641 moderately dependent   male     168      31 intermediate level of education
#> 642 moderately dependent female      40      63 intermediate level of education
#> 643 moderately dependent female      40      44 intermediate level of education
#> 644   slightly dependent female      30      42         high level of education
#> 645   slightly dependent female      30      42 intermediate level of education
#> 646 moderately dependent female      28      41 intermediate level of education
#> 647   slightly dependent   male      14      77 intermediate level of education
#> 648   severely dependent female      40      47         high level of education
#> 649   slightly dependent   male      10      70 intermediate level of education
#> 650   slightly dependent female       4      22 intermediate level of education
#> 651   slightly dependent female      14      37 intermediate level of education
#> 652   severely dependent female      42      64 intermediate level of education
#> 653   severely dependent   male      42      50 intermediate level of education
#> 654   severely dependent female      65      69 intermediate level of education
#> 655          independent female       5      44 intermediate level of education
#> 656   severely dependent female      10      47 intermediate level of education
#> 657 moderately dependent female      45      41         high level of education
#> 658   slightly dependent female      55      55 intermediate level of education
#> 659 moderately dependent female      50      60          low level of education
#> 660 moderately dependent female      35      56 intermediate level of education
#> 661   slightly dependent female      40      66 intermediate level of education
#> 662   slightly dependent female      15      46 intermediate level of education
#> 663   slightly dependent female       8      55         high level of education
#> 664 moderately dependent female      25      40 intermediate level of education
#> 665          independent   male       5      51                            <NA>
#> 666 moderately dependent female       5      37         high level of education
#> 667          independent female       4      58 intermediate level of education
#> 668   slightly dependent   male      14      57          low level of education
#> 669   slightly dependent female      20      25 intermediate level of education
#> 670 moderately dependent   male      10      43 intermediate level of education
#> 671 moderately dependent female      50      69          low level of education
#> 672   slightly dependent   male      16      35 intermediate level of education
#> 673 moderately dependent female      22      48         high level of education
#> 674   severely dependent   male     100      66          low level of education
#> 675   severely dependent female     100      44 intermediate level of education
#> 676          independent female      30      74          low level of education
#> 677   severely dependent female     120      77          low level of education
#> 678   severely dependent female     100      61 intermediate level of education
#> 679          independent female      10      41 intermediate level of education
#> 680 moderately dependent female     120      64          low level of education
#> 681          independent   male       6      20 intermediate level of education
#> 682   slightly dependent   male       6      27 intermediate level of education
#> 683   slightly dependent   male       5      53 intermediate level of education
#> 684   severely dependent female      10      51 intermediate level of education
#> 685 moderately dependent   male       9      54         high level of education
#> 686          independent   male       9      69 intermediate level of education
#> 687 moderately dependent female      12      43 intermediate level of education
#> 688 moderately dependent   male      20      69 intermediate level of education
#> 689   slightly dependent female      10      70          low level of education
#> 690   severely dependent female     160      60 intermediate level of education
#> 691   severely dependent female     100      48          low level of education
#> 692 moderately dependent   male      20      33         high level of education
#> 693   severely dependent   male      56      57          low level of education
#> 694 moderately dependent   male       7      37 intermediate level of education
#> 695   severely dependent female      35      43 intermediate level of education
#> 696   severely dependent female     120      73 intermediate level of education
#> 697 moderately dependent   male      60      61 intermediate level of education
#> 698   severely dependent female      10      54         high level of education
#> 699 moderately dependent female      14      57 intermediate level of education
#> 700   severely dependent female      21      46 intermediate level of education
#> 701 moderately dependent female      10      54 intermediate level of education
#> 702   slightly dependent   male       7      48 intermediate level of education
#> 703          independent   male      18      70          low level of education
#> 704   slightly dependent female       4      49 intermediate level of education
#> 705   slightly dependent   male       8      47                            <NA>
#> 706   severely dependent female      10      64 intermediate level of education
#> 707   slightly dependent female       6      48          low level of education
#> 708   slightly dependent female      10      71          low level of education
#> 709 moderately dependent   male      30      66          low level of education
#> 710          independent female      10      56 intermediate level of education
#> 711   slightly dependent female       9      46          low level of education
#> 712   severely dependent female      36      62         high level of education
#> 713 moderately dependent female      15      49 intermediate level of education
#> 714   severely dependent female      35      55 intermediate level of education
#> 715   severely dependent female      21      47 intermediate level of education
#> 716   severely dependent female     168      47 intermediate level of education
#> 717   severely dependent female     168      43 intermediate level of education
#> 718   slightly dependent   male      10      61          low level of education
#> 719          independent female       6      45                            <NA>
#> 720   severely dependent female      20      55                            <NA>
#> 721   slightly dependent female       6      33 intermediate level of education
#> 722   slightly dependent female       8      46 intermediate level of education
#> 723 moderately dependent   male      15      51          low level of education
#> 724   severely dependent female      84      49 intermediate level of education
#> 725 moderately dependent female      45      48 intermediate level of education
#> 726   slightly dependent female      40      63 intermediate level of education
#> 727   severely dependent   male      90      68 intermediate level of education
#> 728   slightly dependent female      35      52 intermediate level of education
#> 729 moderately dependent female      70      68                            <NA>
#> 730 moderately dependent female       5      18 intermediate level of education
#> 731 moderately dependent   male      20      52          low level of education
#> 732   severely dependent female      35      58          low level of education
#> 733   slightly dependent female       8      56         high level of education
#> 734   severely dependent female      30      47 intermediate level of education
#> 735   slightly dependent female       4      60         high level of education
#> 736 moderately dependent female      84      55 intermediate level of education
#> 737   slightly dependent   male      10      68                            <NA>
#> 738 moderately dependent female      25      59          low level of education
#> 739   slightly dependent female      60      65         high level of education
#> 740          independent female       6      64 intermediate level of education
#> 741   severely dependent female      26      52 intermediate level of education
#> 742 moderately dependent female      12      54 intermediate level of education
#> 743 moderately dependent female      25      50 intermediate level of education
#> 744 moderately dependent female      15      49 intermediate level of education
#> 745   severely dependent   male      50      73          low level of education
#> 746   slightly dependent female      18      44          low level of education
#> 747   slightly dependent   male      12      35 intermediate level of education
#> 748   slightly dependent   male      22      44 intermediate level of education
#> 749 moderately dependent female      21      50         high level of education
#> 750 moderately dependent female      70      58 intermediate level of education
#> 751   severely dependent female     168      71          low level of education
#> 752   severely dependent female       5      60 intermediate level of education
#> 753   severely dependent   male      30      49         high level of education
#> 754   severely dependent female      70      62         high level of education
#> 755   severely dependent female     168      59          low level of education
#> 756          independent   male       9      57 intermediate level of education
#> 757   slightly dependent female       6      50 intermediate level of education
#> 758   severely dependent female       4      64 intermediate level of education
#> 759   severely dependent female      20      48 intermediate level of education
#> 760   slightly dependent   male       8      56          low level of education
#> 761   slightly dependent female      14      52 intermediate level of education
#> 762 moderately dependent female       9      58 intermediate level of education
#> 763   slightly dependent female       6      69 intermediate level of education
#> 764   slightly dependent female      14      44         high level of education
#> 765   slightly dependent female       7      60 intermediate level of education
#> 766   slightly dependent female       6      19 intermediate level of education
#> 767 moderately dependent   male      20      63          low level of education
#> 768 moderately dependent   male      20      35 intermediate level of education
#> 769          independent   male      48      69         high level of education
#> 770   slightly dependent female      10      44 intermediate level of education
#> 771          independent female       5      58 intermediate level of education
#> 772          independent female       6      42         high level of education
#> 773   slightly dependent female       8      65 intermediate level of education
#> 774 moderately dependent female       8      53          low level of education
#> 775   slightly dependent female       8      53          low level of education
#> 776          independent female       8      41 intermediate level of education
#> 777 moderately dependent female       4      67          low level of education
#> 778 moderately dependent   male       4      33                            <NA>
#> 779   slightly dependent   male       8      39 intermediate level of education
#> 780   slightly dependent   male      25      73 intermediate level of education
#> 781   slightly dependent   male      20      56 intermediate level of education
#> 782   slightly dependent female       6      50 intermediate level of education
#> 783 moderately dependent female      21      45                            <NA>
#> 784 moderately dependent female      28      51         high level of education
#> 785 moderately dependent female      70      49 intermediate level of education
#> 786 moderately dependent female       8      34 intermediate level of education
#> 787   severely dependent female      21      47                            <NA>
#> 788   slightly dependent female      28      50         high level of education
#> 789   severely dependent   male      14      49          low level of education
#> 790          independent   male       4      37 intermediate level of education
#> 791          independent   male       5      46 intermediate level of education
#> 792          independent female       6      52          low level of education
#> 793   slightly dependent   male       7      70 intermediate level of education
#> 794   severely dependent female     140      62 intermediate level of education
#> 795   slightly dependent female       4      23 intermediate level of education
#> 796   slightly dependent female       8      22 intermediate level of education
#> 797   slightly dependent female       7      21 intermediate level of education
#> 798   slightly dependent female       8      48 intermediate level of education
#> 799          independent female       7      52 intermediate level of education
#> 800 moderately dependent female      30      41 intermediate level of education
#> 801   slightly dependent female      40      68          low level of education
#> 802   severely dependent female      50      32          low level of education
#> 803 moderately dependent female      35      50 intermediate level of education
#> 804   severely dependent   male      42      68          low level of education
#> 805   slightly dependent female      40      55 intermediate level of education
#> 806 moderately dependent female     168      70 intermediate level of education
#> 807   severely dependent female     150      69 intermediate level of education
#> 808 moderately dependent female     168      63 intermediate level of education
#> 809   severely dependent female     168      77          low level of education
#> 810 moderately dependent   male     168      77 intermediate level of education
#> 811 moderately dependent female      14      29         high level of education
#> 812 moderately dependent female       6      33 intermediate level of education
#> 813   slightly dependent female       8      43          low level of education
#> 814 moderately dependent female      22      54                            <NA>
#> 815   slightly dependent   male      10      38          low level of education
#> 816   slightly dependent female       6      45 intermediate level of education
#> 817 moderately dependent female      30      70          low level of education
#> 818          independent female       8      53          low level of education
#> 819          independent female      10      53 intermediate level of education
#> 820 moderately dependent   male      10      35 intermediate level of education
#> 821          independent female      12      42 intermediate level of education
#> 822   slightly dependent   male      20      40 intermediate level of education
#> 823   slightly dependent   male      15      36 intermediate level of education
#> 824 moderately dependent   male      20      32 intermediate level of education
#> 825   slightly dependent female      15      39 intermediate level of education
#> 826   slightly dependent female      20      40 intermediate level of education
#> 827   slightly dependent female      25      35 intermediate level of education
#> 828 moderately dependent   male       7      49         high level of education
#> 829   slightly dependent   male       4      47         high level of education
#> 830   severely dependent   male      20      44 intermediate level of education
#> 831          independent female      10      38         high level of education
#> 832 moderately dependent   male      50      70 intermediate level of education
#> 833          independent female      20      55 intermediate level of education
#> 834 moderately dependent female      25      52 intermediate level of education
#> 835          independent female       5      48 intermediate level of education
#> 836   slightly dependent female       7      47 intermediate level of education
#> 837          independent   male       5      62 intermediate level of education
#> 838   slightly dependent female      12      57 intermediate level of education
#> 839   slightly dependent female      35      20 intermediate level of education
#> 840 moderately dependent   male      35      29         high level of education
#> 841   severely dependent female      30      33 intermediate level of education
#> 842   slightly dependent female      40      60         high level of education
#> 843   slightly dependent female      15      58 intermediate level of education
#> 844   slightly dependent female      10      44 intermediate level of education
#> 845          independent female       8      43 intermediate level of education
#> 846   slightly dependent   male       5      41 intermediate level of education
#> 847   slightly dependent female      14      56                            <NA>
#> 848   slightly dependent   male      14      48         high level of education
#> 849   slightly dependent female       6      47 intermediate level of education
#> 850   slightly dependent female      14      44         high level of education
#> 851   slightly dependent female       7      39 intermediate level of education
#> 852   severely dependent female      20      31         high level of education
#> 853 moderately dependent female       6      47         high level of education
#> 854          independent female      10      35 intermediate level of education
#> 855   severely dependent female      30      46 intermediate level of education
#> 856   slightly dependent female      14      31         high level of education
#> 857 moderately dependent female      10      44         high level of education
#> 858 moderately dependent female      10      34         high level of education
#> 859   slightly dependent female      28      58 intermediate level of education
#> 860   slightly dependent female       8      37         high level of education
#> 861   slightly dependent   male       6      43 intermediate level of education
#> 862 moderately dependent   male      20      45 intermediate level of education
#> 863          independent female       5      54         high level of education
#> 864   slightly dependent female       7      57 intermediate level of education
#> 865 moderately dependent female      20      57 intermediate level of education
#> 866 moderately dependent   male      18      28 intermediate level of education
#> 867   slightly dependent female      12      62          low level of education
#> 868   slightly dependent female      17      64          low level of education
#> 869   slightly dependent female      14      48 intermediate level of education
#> 870          independent female       5      38 intermediate level of education
#> 871   slightly dependent female       6      38 intermediate level of education
#> 872   slightly dependent female       4      33 intermediate level of education
#> 873   slightly dependent   male       4      49 intermediate level of education
#> 874 moderately dependent female       6      42         high level of education
#> 875   slightly dependent female      10      55 intermediate level of education
#> 876   slightly dependent female       6      45          low level of education
#> 877   severely dependent female      14      68 intermediate level of education
#> 878 moderately dependent female      30      39 intermediate level of education
#> 879   severely dependent female      35      79 intermediate level of education
#> 880   slightly dependent female      10      48 intermediate level of education
#> 881 moderately dependent female     100      49 intermediate level of education
#> 882          independent female       8      34 intermediate level of education
#> 883   slightly dependent female      10      53 intermediate level of education
#> 884 moderately dependent   male      20      65          low level of education
#> 885 moderately dependent female      40      39         high level of education
#> 886   slightly dependent   male      40      74         high level of education
#> 887   severely dependent   male      40      76 intermediate level of education
#> 888 moderately dependent   male       6      41 intermediate level of education
#> 889 moderately dependent   male      30      61         high level of education
#> 890   slightly dependent female      28      61         high level of education
#> 891   slightly dependent   male      20      40         high level of education
#> 892 moderately dependent female      25      45 intermediate level of education
#> 893 moderately dependent female      30      36 intermediate level of education
#> 894 moderately dependent female      50      60         high level of education
#> 895   severely dependent female      20      50 intermediate level of education
#> 896   slightly dependent female      15      55 intermediate level of education
#> 897   severely dependent female     110      38 intermediate level of education
#> 898 moderately dependent female      28      82          low level of education
#> 899 moderately dependent female      85      36 intermediate level of education
#> 900   severely dependent   male     160      71          low level of education
#> 901          independent female      10      44 intermediate level of education
#> 902   slightly dependent female       8      45 intermediate level of education
#> 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>