Create dummy variables from bins.
Examples
k <- rbin_manual(mbank, y, age, c(29, 39, 56))
rbin_create(mbank, age, k)
#> age job marital education default balance housing loan
#> 1 34 technician married tertiary no 297 yes no
#> 2 49 services married secondary no 180 yes yes
#> 3 38 admin. single secondary no 262 no no
#> 4 47 services married secondary no 367 yes no
#> 5 51 self-employed single secondary no 1640 yes no
#> 6 40 unemployed married secondary no 3382 yes no
#> 7 58 retired married secondary no 1227 no no
#> 8 32 unemployed married primary no 309 yes no
#> 9 46 blue-collar married secondary no 922 yes no
#> 10 32 services married tertiary no 0 no no
#> 11 32 services married secondary no 414 yes no
#> 12 50 blue-collar married primary no 0 no no
#> 13 41 management married tertiary no 2226 no no
#> 14 38 services divorced primary no 0 yes no
#> 15 31 self-employed married tertiary yes 147 yes no
#> 16 42 admin. single secondary no 283 yes no
#> 17 56 retired married primary no -1 no no
#> 18 54 management divorced unknown no 901 no no
#> 19 42 management married secondary no 372 yes no
#> 20 58 services married secondary no 627 no no
#> 21 51 admin. married tertiary no 26 yes no
#> 22 44 management married secondary no 438 yes no
#> 23 51 management single unknown no -461 yes no
#> 24 41 management married tertiary no -195 no yes
#> 25 57 technician married secondary no 16063 yes no
#> 26 32 management single tertiary no 3097 yes no
#> 27 32 management married tertiary no 1232 no no
#> 28 45 management married tertiary no 4693 no yes
#> 29 56 entrepreneur married secondary no 196 no no
#> 30 38 technician married secondary no 0 yes no
#> 31 54 self-employed married tertiary no 990 no no
#> 32 53 unemployed single primary no 183 no no
#> 33 36 management single tertiary no 219 no no
#> 34 37 blue-collar married secondary no -97 yes no
#> 35 31 services single secondary no 222 yes no
#> 36 42 technician married secondary no 234 no no
#> 37 34 services single primary no 25 yes yes
#> 38 37 technician married secondary no 1762 no no
#> 39 59 blue-collar married primary no 80 yes no
#> 40 54 management married primary yes 0 yes yes
#> 41 54 blue-collar married primary no 1357 yes yes
#> 42 59 admin. married secondary no -198 yes yes
#> 43 33 management single tertiary no 2059 no no
#> 44 24 services single secondary no 258 yes no
#> 45 29 technician single tertiary no 2269 yes no
#> 46 49 blue-collar married secondary no 0 no no
#> 47 37 technician married secondary no 77 yes yes
#> 48 28 blue-collar married primary no 254 yes no
#> 49 82 retired married primary no 103 no no
#> 50 57 blue-collar married primary no 452 yes no
#> 51 39 technician single unknown no 45248 yes no
#> 52 39 management single tertiary no 0 no no
#> 53 33 technician married secondary no 620 no no
#> 54 32 blue-collar married secondary no 2263 no no
#> 55 24 blue-collar single secondary no 8594 yes no
#> 56 52 technician married secondary no 306 no no
#> 57 32 management single tertiary no 10281 no no
#> 58 33 technician single tertiary no 469 no no
#> 59 31 management single tertiary no 86 no no
#> 60 42 management married tertiary no 477 yes no
#> 61 27 blue-collar married primary no 1 yes no
#> 62 32 technician married secondary no 0 yes yes
#> 63 30 management single tertiary no 0 yes no
#> 64 42 admin. divorced secondary no -172 yes yes
#> 65 43 blue-collar married secondary no 2706 yes yes
#> 66 27 technician single tertiary no 808 yes no
#> 67 57 technician divorced secondary no 164 no no
#> 68 32 unemployed single secondary no 331 yes no
#> 69 31 admin. single secondary no 1374 yes no
#> 70 36 blue-collar married primary no 0 yes no
#> 71 31 management married secondary no 625 yes no
#> 72 39 blue-collar married secondary no 747 yes yes
#> 73 42 services married primary no 124 yes no
#> 74 68 retired married primary no 0 no no
#> 75 56 technician married tertiary no 787 no yes
#> 76 46 technician divorced tertiary no 405 yes no
#> 77 35 admin. married tertiary no -272 no yes
#> 78 50 services married secondary no 57435 yes no
#> 79 50 blue-collar married primary no 167 no no
#> 80 60 housemaid divorced secondary no 2063 no no
#> 81 32 technician married tertiary no 0 yes no
#> 82 30 admin. single secondary no 255 no no
#> 83 48 services single primary no 204 yes no
#> 84 30 admin. single secondary no 648 no no
#> 85 31 blue-collar married primary no 33 yes no
#> 86 45 blue-collar married secondary no 430 no yes
#> 87 35 blue-collar married secondary no 260 yes no
#> 88 26 admin. single secondary no 0 yes no
#> 89 32 admin. married secondary no 1604 no yes
#> 90 50 technician married secondary no -568 yes yes
#> 91 34 technician married secondary no 966 yes no
#> 92 29 blue-collar married unknown no 356 yes no
#> 93 29 blue-collar married secondary no 2378 yes yes
#> 94 75 retired divorced primary no 852 no no
#> 95 72 retired married primary no 1388 no no
#> 96 48 blue-collar married secondary no 1230 yes yes
#> 97 37 management married tertiary no 9895 yes no
#> 98 34 technician single secondary no 27446 yes no
#> 99 44 management married primary no 1880 yes no
#> 100 35 services married secondary no 0 yes no
#> 101 28 student married tertiary no 803 yes no
#> 102 25 blue-collar single secondary no 158 yes yes
#> 103 51 blue-collar married secondary no 328 no no
#> 104 44 unemployed divorced secondary no 522 no no
#> 105 47 blue-collar married primary no 550 yes no
#> 106 59 retired divorced secondary no 602 no no
#> 107 38 blue-collar married primary no 467 yes no
#> 108 39 management single tertiary no 1682 yes no
#> 109 43 technician divorced secondary no 305 yes no
#> 110 45 management divorced tertiary no 24598 yes no
#> 111 24 blue-collar single primary no 2129 yes yes
#> 112 24 self-employed single tertiary no 931 yes no
#> 113 69 technician married secondary no 9064 no no
#> 114 37 blue-collar single unknown no 2188 no no
#> 115 29 technician single tertiary no -803 yes yes
#> 116 51 blue-collar married primary no -11 no no
#> 117 26 student single secondary no 5296 no no
#> 118 53 admin. divorced tertiary no 122 no no
#> 119 41 services married secondary no 6687 yes no
#> 120 42 blue-collar married secondary no 902 yes no
#> 121 25 entrepreneur married tertiary no 30 yes no
#> 122 39 technician single secondary no 1048 yes yes
#> 123 50 services married secondary no 1687 no no
#> 124 55 blue-collar married primary no 771 no no
#> 125 34 admin. single secondary no 663 yes no
#> 126 31 technician divorced tertiary no 2287 yes no
#> 127 32 technician single secondary yes -1 no no
#> 128 56 blue-collar married secondary no 1686 no no
#> 129 51 blue-collar married secondary no 1779 yes no
#> 130 25 blue-collar married secondary no 316 yes yes
#> 131 33 management divorced tertiary no 312 yes yes
#> 132 54 management married secondary yes 5249 yes no
#> 133 34 entrepreneur married secondary no 2 yes yes
#> 134 39 technician single secondary no 175 no yes
#> 135 45 technician married secondary no 406 yes no
#> 136 43 blue-collar married primary no -454 yes no
#> 137 54 technician divorced secondary no -11 yes no
#> 138 34 services divorced secondary no 27 yes no
#> 139 45 technician married secondary no 3395 yes no
#> 140 38 services divorced secondary no 49 yes no
#> 141 33 blue-collar divorced secondary no 1 no no
#> 142 27 student single tertiary no 24 yes no
#> 143 53 management divorced tertiary no 2894 yes no
#> 144 32 admin. single secondary no 6042 yes no
#> 145 37 blue-collar single tertiary no 481 no no
#> 146 51 blue-collar married primary no 7098 no no
#> 147 55 retired married secondary no 123 no no
#> 148 61 retired married secondary no 280 yes no
#> 149 41 technician married tertiary no 139 no no
#> 150 39 blue-collar married secondary no 1042 yes no
#> 151 34 blue-collar single secondary no 1423 yes no
#> 152 37 management married tertiary no 591 yes no
#> 153 30 management married tertiary no 1235 no no
#> 154 54 unemployed divorced secondary no 3721 yes no
#> 155 47 technician divorced secondary no 1851 yes no
#> 156 32 unemployed married tertiary no 283 yes no
#> 157 42 admin. single secondary no 2095 yes no
#> 158 52 blue-collar divorced primary no -97 yes yes
#> 159 83 retired single primary no 3349 no no
#> 160 42 technician single secondary no 0 yes no
#> 161 38 management single tertiary no 3141 no no
#> 162 56 unemployed married secondary no -246 no yes
#> 163 52 management divorced tertiary no 0 no no
#> 164 56 services divorced unknown no 1877 yes no
#> 165 55 technician married secondary no 0 yes yes
#> 166 56 technician divorced secondary no 3450 no no
#> 167 29 technician single tertiary no 673 yes no
#> 168 73 retired married primary no 542 no no
#> 169 62 housemaid married secondary no 2 no no
#> 170 56 management married tertiary no -762 yes yes
#> 171 36 technician married primary no 1653 yes yes
#> 172 32 blue-collar married primary no 50 yes no
#> 173 48 management married tertiary no 14530 yes yes
#> 174 31 admin. single secondary no 358 yes no
#> 175 26 blue-collar single secondary no 3145 no no
#> 176 27 blue-collar single secondary no 1311 yes no
#> 177 56 services married primary no 486 no yes
#> 178 31 management single tertiary no 34 no no
#> 179 36 blue-collar married secondary no 0 no no
#> 180 53 technician married unknown no 6921 yes no
#> 181 39 blue-collar married secondary no 98 no no
#> 182 82 retired divorced primary no 928 no no
#> 183 30 technician married secondary no 671 no no
#> 184 31 technician married secondary no 535 no no
#> 185 47 self-employed married tertiary no -80 yes no
#> 186 58 unemployed married primary no 3884 no no
#> 187 55 management married tertiary no 1402 yes no
#> 188 25 admin. single secondary no 425 no no
#> 189 31 blue-collar single secondary no -161 no no
#> 190 53 technician married secondary no 2647 yes no
#> 191 43 blue-collar married primary no 517 yes no
#> 192 56 entrepreneur married tertiary no 40 no yes
#> 193 51 technician married secondary no 8758 no no
#> 194 34 admin. married secondary no 764 no no
#> 195 45 management married secondary no 446 no no
#> 196 60 blue-collar married primary no 5 no no
#> 197 46 management single tertiary no 6651 no no
#> 198 40 entrepreneur married secondary no 0 yes no
#> 199 53 management married tertiary no 913 yes no
#> 200 57 admin. married unknown no 596 no no
#> 201 25 blue-collar single primary no -221 yes no
#> 202 31 unemployed divorced tertiary no 756 no no
#> 203 64 retired married secondary no 1612 no no
#> 204 37 admin. married secondary no 1314 yes no
#> 205 30 admin. single secondary no 1009 yes no
#> 206 37 admin. single secondary no 781 no no
#> 207 48 blue-collar married secondary no 5078 yes no
#> 208 48 blue-collar married primary no 8 no no
#> 209 50 services married secondary no 1134 no no
#> 210 38 admin. married secondary no 689 yes no
#> 211 43 self-employed married secondary no 634 yes no
#> 212 31 technician single secondary no 9 no no
#> 213 48 management married tertiary no 1147 no no
#> 214 40 admin. single secondary no 963 yes no
#> 215 63 entrepreneur married secondary no 3904 no no
#> 216 41 management married tertiary no 23 no no
#> 217 23 services single secondary no 665 yes no
#> 218 29 management single tertiary no 536 no no
#> 219 52 blue-collar single tertiary yes -517 no yes
#> 220 44 entrepreneur married secondary yes -848 yes no
#> 221 39 technician married secondary no 375 yes yes
#> 222 49 blue-collar married primary no 371 yes no
#> 223 34 admin. married secondary no 95 yes no
#> 224 33 technician married tertiary no 148 no no
#> 225 51 blue-collar divorced primary no 886 no no
#> 226 24 management single tertiary no 1 no no
#> 227 34 services married secondary no 142 yes no
#> 228 50 blue-collar married primary no 506 yes no
#> 229 44 blue-collar married secondary no 129 yes yes
#> 230 57 blue-collar divorced primary no 1299 no no
#> 231 26 student single unknown no 19 no no
#> 232 29 blue-collar married primary no 163 yes yes
#> 233 50 blue-collar married primary no 0 no no
#> 234 52 management married secondary no 4096 yes no
#> 235 31 admin. married secondary no 0 yes yes
#> 236 32 blue-collar single primary no 33 no no
#> 237 33 technician single secondary no 0 no no
#> 238 33 admin. single secondary no 1779 yes no
#> 239 41 unemployed divorced tertiary no -198 yes no
#> 240 28 technician married tertiary no 107 yes no
#> 241 41 entrepreneur single primary no 7264 no yes
#> 242 32 blue-collar married primary no 289 yes no
#> 243 48 services married unknown no 1155 yes no
#> 244 45 self-employed divorced tertiary no 963 yes no
#> 245 39 blue-collar married secondary no 0 yes no
#> 246 36 admin. divorced secondary no -37 yes no
#> 247 60 retired married secondary no 3932 yes no
#> 248 42 admin. single secondary no -247 yes yes
#> 249 34 blue-collar single primary no 505 yes no
#> 250 40 management divorced tertiary no 205 no no
#> 251 26 housemaid single secondary no 93 no no
#> 252 42 services married secondary no 1545 yes no
#> 253 47 management married tertiary no 1147 no no
#> 254 35 blue-collar married secondary no 765 yes no
#> 255 24 student single secondary no 822 no no
#> 256 42 management divorced tertiary no 461 yes no
#> 257 53 services married secondary no 76 yes no
#> 258 44 technician divorced secondary no 316 yes no
#> 259 44 self-employed single tertiary no 97 yes no
#> 260 43 blue-collar married primary no -41 no no
#> 261 28 blue-collar single primary no 2340 yes no
#> 262 53 services married primary no 2618 yes no
#> 263 23 student single secondary no 1062 no no
#> 264 32 services married secondary no 206 yes yes
#> 265 27 blue-collar married secondary no 191 yes no
#> 266 55 technician single secondary no 11 no no
#> 267 48 admin. married unknown no 0 yes no
#> 268 32 blue-collar married primary no 827 yes no
#> 269 45 blue-collar married primary no 351 yes no
#> 270 38 technician married secondary no 54 yes yes
#> 271 53 blue-collar divorced primary no -1 yes no
#> 272 26 technician single secondary no 941 no yes
#> 273 34 entrepreneur married secondary no 223 no yes
#> 274 31 management single tertiary no 53 yes no
#> 275 45 entrepreneur divorced tertiary no 0 yes no
#> 276 56 management divorced tertiary no 310 no no
#> 277 38 blue-collar married primary no 635 yes no
#> 278 39 management single tertiary no 668 no no
#> 279 26 services single secondary no 1700 yes no
#> 280 35 student divorced primary no 2755 yes no
#> 281 30 management single tertiary no 0 no no
#> 282 41 services divorced secondary no 83 no no
#> 283 47 entrepreneur married secondary no 0 no no
#> 284 38 services married unknown no 10189 yes no
#> 285 61 management married tertiary no 5157 no no
#> 286 35 blue-collar married primary no 4366 yes no
#> 287 30 blue-collar married secondary yes -18 no no
#> 288 35 technician married secondary no 561 yes no
#> 289 35 technician married secondary no -255 yes no
#> 290 32 blue-collar married primary no 391 yes no
#> 291 40 services married secondary no 9374 yes no
#> 292 30 services single secondary no 695 yes no
#> 293 21 student single secondary no 71 no no
#> 294 38 technician married secondary no 0 no no
#> 295 54 entrepreneur divorced tertiary no 20527 no no
#> 296 35 blue-collar single secondary no 219 yes yes
#> 297 45 blue-collar married primary no 491 yes yes
#> 298 37 technician single secondary no -272 no yes
#> 299 42 entrepreneur married tertiary no 859 no no
#> 300 34 admin. married secondary no -33 yes yes
#> 301 38 housemaid married secondary no 1508 no yes
#> 302 36 management married tertiary no 918 no no
#> 303 30 technician married tertiary no 606 yes no
#> 304 44 technician divorced secondary no 414 yes yes
#> 305 50 blue-collar married secondary no 325 yes no
#> 306 42 admin. single secondary no 734 yes no
#> 307 64 retired married primary no 43 no no
#> 308 31 entrepreneur married tertiary no 0 yes no
#> 309 35 entrepreneur married tertiary no 0 no no
#> 310 58 management divorced tertiary no 4256 no no
#> 311 44 management married tertiary no 474 yes yes
#> 312 79 retired divorced primary no 336 no no
#> 313 37 admin. divorced secondary no 0 yes yes
#> 314 36 services single secondary no 9713 yes no
#> 315 57 retired married tertiary no 4451 no yes
#> 316 32 technician single secondary no -138 no no
#> 317 26 unemployed single secondary no 771 no no
#> 318 25 services single secondary no 333 no yes
#> 319 39 admin. married secondary no 563 yes no
#> 320 40 blue-collar married secondary no 4795 yes no
#> 321 50 blue-collar married primary no 157 no no
#> 322 38 technician single tertiary no 178 yes no
#> 323 31 management single tertiary no 0 no no
#> 324 45 blue-collar married primary no 0 yes no
#> 325 57 management divorced tertiary no 236 no no
#> 326 30 management single tertiary no 536 no no
#> 327 36 admin. married secondary no 3308 no yes
#> 328 32 blue-collar single secondary no 1211 yes no
#> 329 41 admin. married secondary no 1705 no no
#> 330 59 housemaid married primary no 5 no yes
#> 331 58 unemployed married primary no 4967 no no
#> 332 26 admin. married secondary no 284 no no
#> 333 50 blue-collar divorced primary no -19 yes no
#> 334 38 blue-collar married primary no 168 yes yes
#> 335 36 admin. single secondary no 148 yes no
#> 336 28 technician single tertiary no 386 no no
#> 337 52 entrepreneur married secondary no 3332 yes yes
#> 338 35 housemaid married primary no 0 no no
#> 339 35 blue-collar married primary no 0 yes no
#> 340 39 technician married secondary no 2765 yes yes
#> 341 53 technician married secondary no 3398 no yes
#> 342 52 entrepreneur married secondary no 330 no yes
#> 343 41 blue-collar married secondary no 2152 yes no
#> 344 50 technician married secondary no 8001 no no
#> 345 57 self-employed married secondary no 2109 no no
#> 346 56 management married tertiary no 79 no no
#> 347 34 management single tertiary no -578 yes no
#> 348 41 blue-collar married secondary no 449 yes yes
#> 349 54 management divorced tertiary no 5253 yes yes
#> 350 66 housemaid divorced primary no 3701 no no
#> 351 28 management married tertiary no 395 no no
#> 352 22 student single secondary no 722 yes no
#> 353 50 technician married secondary no 4 no no
#> 354 35 management single tertiary no 0 yes no
#> 355 37 entrepreneur married tertiary no 7944 no no
#> 356 30 management single tertiary no 59 yes yes
#> 357 38 admin. single secondary no 221 yes no
#> 358 36 blue-collar married secondary no 330 yes no
#> 359 43 management single tertiary no 3872 yes no
#> 360 42 blue-collar married secondary no 3052 yes no
#> 361 28 blue-collar single secondary no 362 yes no
#> 362 37 management married tertiary no 5355 no no
#> 363 39 management married tertiary no 285 yes no
#> 364 34 services single primary no 3648 yes no
#> 365 55 unemployed married tertiary no 4809 yes no
#> 366 37 entrepreneur married tertiary no 298 no no
#> 367 29 technician single tertiary no 1185 yes no
#> 368 34 technician married secondary no 2 yes no
#> 369 42 services single secondary no 838 yes no
#> 370 32 admin. married secondary no 552 yes no
#> 371 32 blue-collar married secondary no 2561 yes no
#> 372 34 blue-collar married primary no 351 no yes
#> 373 39 blue-collar married secondary no 161 yes no
#> 374 35 blue-collar married primary no -167 yes no
#> 375 55 retired married secondary no 3948 no no
#> 376 31 admin. married secondary no -36 yes yes
#> 377 59 retired married secondary no 374 no no
#> 378 34 management married tertiary no 362 yes no
#> 379 53 services single secondary no 1162 yes no
#> 380 38 blue-collar married secondary no 0 no no
#> 381 41 management married tertiary no 5936 no no
#> 382 46 blue-collar married secondary no 853 no no
#> 383 31 admin. married secondary no 2 yes yes
#> 384 27 services single secondary no 814 yes no
#> 385 51 blue-collar married primary no 0 no no
#> 386 40 technician divorced secondary no 16 yes no
#> 387 49 management married tertiary no 865 no no
#> 388 39 housemaid married secondary no 1444 no no
#> 389 50 blue-collar married secondary no 278 no no
#> 390 45 management married tertiary no 77 yes no
#> 391 46 blue-collar married secondary no 265 yes no
#> 392 39 blue-collar married primary no 541 yes no
#> 393 61 self-employed divorced tertiary no 52587 no no
#> 394 37 technician single secondary no -59 yes no
#> 395 38 technician married unknown no 90 yes yes
#> 396 32 management married tertiary no 1660 yes no
#> 397 51 admin. married secondary no 924 yes no
#> 398 38 technician single secondary no 553 yes no
#> 399 39 housemaid married secondary no 0 yes no
#> 400 42 management married tertiary no 36 no no
#> 401 43 self-employed married secondary no 5317 no no
#> 402 38 technician single secondary no 61 yes no
#> 403 49 management divorced secondary no 1598 yes no
#> 404 58 retired married primary no 4007 no no
#> 405 39 blue-collar single primary no 1537 no yes
#> 406 50 management married tertiary no 782 no no
#> 407 28 management married tertiary no 12 yes no
#> 408 51 blue-collar married secondary no 51 no yes
#> 409 47 technician married secondary no 72 no no
#> 410 30 admin. single tertiary no 5 no yes
#> 411 55 technician divorced secondary no 852 no no
#> 412 40 management single tertiary no -222 yes no
#> 413 33 technician single tertiary no 129 yes no
#> 414 31 technician single unknown no 694 yes no
#> 415 33 technician married tertiary no 145 yes no
#> 416 58 retired married unknown no 928 no no
#> 417 48 entrepreneur married secondary no 86 yes no
#> 418 28 admin. single unknown no 731 yes no
#> 419 38 unemployed single secondary no 7159 no no
#> 420 44 blue-collar married secondary no 294 yes no
#> 421 31 management married tertiary no 1126 no no
#> 422 46 unknown married unknown no 2911 no no
#> 423 32 management single tertiary no 1804 yes no
#> 424 36 management single unknown no 601 no no
#> 425 47 housemaid married tertiary no 1692 yes no
#> 426 29 unemployed single tertiary no 1311 no no
#> 427 35 management single unknown no 342 no yes
#> 428 43 entrepreneur married tertiary no 210 no no
#> 429 34 management married tertiary no 1770 yes no
#> 430 30 technician single secondary no 1416 no no
#> 431 59 services married primary no 196 yes no
#> 432 50 management divorced tertiary no 405 no no
#> 433 35 blue-collar married secondary no 463 yes no
#> 434 37 admin. single secondary no 192 yes no
#> 435 45 blue-collar married primary no 487 yes no
#> 436 54 admin. divorced secondary no -288 yes no
#> 437 64 management married tertiary no 3951 no no
#> 438 48 management married tertiary no 0 no yes
#> 439 62 unemployed married primary no 532 no no
#> 440 53 blue-collar married primary no 1388 no no
#> 441 59 blue-collar married secondary no 0 no no
#> 442 43 admin. single secondary no 445 yes no
#> 443 48 management married tertiary no 2 no no
#> 444 40 management married tertiary no -1212 yes no
#> 445 46 blue-collar married primary no 5164 yes no
#> 446 36 services single secondary no 616 yes yes
#> 447 36 technician married tertiary no 571 yes yes
#> 448 29 services married secondary no 182 yes no
#> 449 29 student single secondary no 1093 yes no
#> 450 39 blue-collar divorced tertiary no 382 no no
#> 451 38 self-employed married secondary no 173 no no
#> 452 55 blue-collar married secondary no 176 no yes
#> 453 30 management married tertiary no 367 no no
#> 454 33 technician single tertiary no 231 yes no
#> 455 42 technician married secondary no 233 no no
#> 456 29 management married tertiary no 318 yes no
#> 457 43 unemployed married primary no 9 yes yes
#> 458 46 management single tertiary no 502 no no
#> 459 32 blue-collar single secondary no 259 yes no
#> 460 33 services married secondary no 1631 yes no
#> 461 55 technician married primary no 284 no no
#> 462 36 management married tertiary no 0 yes no
#> 463 47 entrepreneur married unknown no 1481 yes no
#> 464 45 self-employed married secondary no 3080 no no
#> 465 30 management single secondary no 135 no no
#> 466 41 management married tertiary no 5883 no no
#> 467 75 retired divorced primary no 3881 yes no
#> 468 43 technician divorced secondary no 1648 no no
#> 469 46 housemaid married secondary no 271 yes no
#> 470 23 services single secondary no 75 yes no
#> 471 35 technician single tertiary no 354 yes no
#> 472 30 admin. married primary no 40 yes yes
#> 473 48 unemployed single primary no 63 no no
#> 474 32 services single secondary no 459 yes no
#> 475 49 services married secondary no 0 no no
#> 476 37 blue-collar married secondary no 223 yes no
#> 477 35 services married secondary no 74 yes no
#> 478 58 management married primary no 2769 yes no
#> 479 53 technician married tertiary no 4323 yes no
#> 480 44 technician married tertiary no 4580 yes no
#> 481 42 admin. married primary no -306 yes no
#> 482 43 technician married tertiary no 2643 no no
#> 483 53 entrepreneur married primary no -257 yes yes
#> 484 28 technician single secondary no 441 no yes
#> 485 27 blue-collar single secondary yes -2 yes yes
#> 486 54 technician married secondary no 10185 no no
#> 487 33 admin. married secondary no 2374 yes no
#> 488 69 retired married tertiary no 473 no no
#> 489 39 management single tertiary no 3281 no no
#> 490 50 technician married secondary no 423 no no
#> 491 52 technician married secondary no 1373 no no
#> 492 60 retired married tertiary no 2557 yes no
#> 493 57 technician married secondary no 3858 no no
#> 494 42 technician married secondary no 334 yes no
#> 495 52 blue-collar divorced primary no 1250 no no
#> 496 40 technician married secondary no 657 yes no
#> 497 32 technician married secondary no 1951 yes no
#> 498 37 admin. single secondary no 515 yes no
#> 499 36 management single tertiary no 181 yes no
#> 500 60 retired married secondary no -222 no no
#> 501 31 services single secondary yes 68 yes no
#> 502 39 blue-collar single secondary no 0 yes no
#> 503 49 services single secondary no 3061 yes no
#> 504 39 management married tertiary no 691 yes yes
#> 505 45 housemaid divorced primary no 544 no no
#> 506 34 blue-collar married secondary no 355 yes no
#> 507 53 admin. married primary no 6280 no no
#> 508 38 technician single secondary no 227 no no
#> 509 28 admin. single secondary no 419 yes no
#> 510 53 housemaid married primary yes 945 no no
#> 511 27 blue-collar single secondary no 940 yes no
#> 512 30 technician single secondary no 2567 no no
#> 513 33 management married secondary no 56 yes no
#> 514 37 technician single tertiary no 1609 no yes
#> 515 30 management single tertiary no 364 no no
#> 516 53 blue-collar married primary no -864 yes no
#> 517 27 management single tertiary no 1137 yes no
#> 518 37 blue-collar married secondary no 374 yes no
#> 519 27 management single tertiary no 2786 no no
#> 520 40 blue-collar single primary no 366 yes yes
#> 521 76 housemaid married primary no 1483 no no
#> 522 32 blue-collar married secondary no 1779 yes no
#> 523 52 admin. married secondary no 722 no no
#> 524 45 admin. single secondary no 341 yes yes
#> 525 34 management divorced tertiary no 157 yes no
#> 526 43 management single tertiary no 776 no no
#> 527 38 admin. married secondary no 505 yes yes
#> 528 60 housemaid married primary no 182 no no
#> 529 33 blue-collar single secondary no 498 no no
#> 530 29 management married tertiary no 991 no no
#> 531 41 technician married secondary no 2851 no no
#> 532 38 blue-collar married primary no 1807 no no
#> 533 40 blue-collar married primary no -310 yes yes
#> 534 41 entrepreneur divorced tertiary no -413 yes no
#> 535 45 admin. married secondary no -405 no no
#> 536 31 unemployed single secondary no 315 no no
#> 537 33 technician married secondary no 575 no yes
#> 538 30 services married secondary no 0 yes no
#> 539 40 housemaid married secondary no 116 no no
#> 540 49 admin. married secondary no 635 no no
#> 541 31 services married secondary no 2050 yes no
#> 542 33 services single unknown no 523 yes no
#> 543 47 technician divorced secondary no 84 no no
#> 544 35 admin. divorced secondary no 3636 no yes
#> 545 42 services married secondary no 3465 yes yes
#> 546 47 housemaid married secondary no 1765 no no
#> 547 30 self-employed single secondary no 635 no yes
#> 548 51 blue-collar married primary no 653 yes yes
#> 549 30 services single secondary no 631 yes no
#> 550 56 management married tertiary no 586 no no
#> 551 37 blue-collar married secondary no 1407 yes no
#> 552 55 admin. divorced secondary no 3524 yes no
#> 553 32 management single tertiary no 112 yes no
#> 554 52 management married tertiary no 6873 yes no
#> 555 43 housemaid divorced primary no 0 no no
#> 556 47 admin. single secondary no 3696 no no
#> 557 58 entrepreneur married secondary no 670 yes no
#> 558 37 unemployed married tertiary no 7620 no no
#> 559 32 unemployed single secondary no 2706 no no
#> 560 50 management married secondary no 5 no no
#> 561 42 admin. divorced secondary no 936 no no
#> 562 32 technician single tertiary no 1454 yes no
#> 563 33 technician single secondary no 1500 no no
#> 564 30 admin. single tertiary no 305 no no
#> 565 38 entrepreneur single secondary no 2543 no no
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#> 1317 49 entrepreneur married tertiary no 388 yes no
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#> 1342 31 blue-collar married secondary no 822 yes no
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#> 1360 46 self-employed married tertiary no -80 yes no
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#> 1368 30 blue-collar married secondary no -166 yes yes
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#> 1389 33 admin. single secondary no -371 yes yes
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#> 1426 48 blue-collar married secondary no 729 yes no
#> 1427 34 blue-collar married primary no -78 yes no
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#> 1429 35 blue-collar married primary no 0 yes no
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#> 1438 38 technician married tertiary no 1004 yes no
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#> 1444 39 technician married secondary no 130 no no
#> 1445 52 blue-collar married secondary no 33 no yes
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#> 1448 36 management single tertiary no 0 yes yes
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#> 1451 62 blue-collar married secondary no 272 no no
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#> 1458 60 retired married tertiary no 3461 no no
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#> 1464 46 blue-collar married secondary no 243 yes no
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#> 1469 32 admin. single secondary no 739 yes no
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#> 1487 50 blue-collar married secondary no 562 yes no
#> 1488 34 management married tertiary no 105 yes no
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#> 1490 28 services single secondary no 2992 yes no
#> 1491 31 admin. single secondary no 1016 yes no
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#> 1494 33 management married tertiary no 0 yes no
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#> 1496 60 retired divorced primary no 1582 no yes
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#> 1499 29 admin. single secondary no 454 no no
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#> 1502 46 entrepreneur married secondary no 583 yes no
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#> 1504 27 admin. married secondary no 639 no yes
#> 1505 37 blue-collar married secondary no 398 yes no
#> 1506 37 blue-collar married primary no 1222 yes no
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#> 1515 54 management married tertiary no 2216 yes no
#> 1516 60 technician married secondary no -247 yes no
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#> 1518 42 technician married secondary no 422 yes no
#> 1519 58 management married tertiary no 1602 no no
#> 1520 56 technician married secondary no 1750 no no
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#> 1522 61 admin. married secondary no 1541 no no
#> 1523 36 unknown single unknown no 1070 no no
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#> 1529 39 management married tertiary no 0 yes yes
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#> 1533 30 management single secondary no -383 yes no
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#> 1537 30 technician single tertiary no 1289 yes no
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#> 1542 32 technician married secondary no 587 yes no
#> 1543 36 blue-collar married secondary no 0 yes no
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#> 1545 27 services married secondary no 8 yes no
#> 1546 30 services married secondary no -932 no no
#> 1547 32 blue-collar married primary no 400 no no
#> 1548 44 blue-collar married primary no -237 yes no
#> 1549 50 management married tertiary no 1854 yes yes
#> 1550 24 admin. single tertiary no 454 yes no
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#> 1553 23 admin. single tertiary no 897 yes no
#> 1554 35 management married tertiary no 0 yes no
#> 1555 56 blue-collar married primary no 397 yes no
#> 1556 39 blue-collar married secondary no 7653 no no
#> 1557 44 management married tertiary no 392 yes no
#> 1558 37 services married primary no 0 yes no
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#> 1560 21 student single primary no 423 no no
#> 1561 30 management single tertiary no 2317 yes no
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#> 1563 35 blue-collar married primary no 994 yes no
#> 1564 51 blue-collar divorced secondary no 104 no no
#> 1565 35 management married tertiary no 3168 no no
#> 1566 38 services married unknown no 4644 yes no
#> 1567 27 management single tertiary no 3 yes yes
#> 1568 58 blue-collar married primary no 3109 no no
#> 1569 47 technician married primary no 1280 no no
#> 1570 54 retired married primary no 0 yes no
#> 1571 34 management single tertiary no 1049 yes no
#> 1572 42 housemaid single primary no 5774 yes no
#> 1573 29 management single tertiary no 1026 no no
#> 1574 35 self-employed married tertiary no 1820 yes yes
#> 1575 52 services married primary no 911 no no
#> 1576 38 self-employed married secondary no -165 yes no
#> 1577 47 technician married unknown no 2106 yes no
#> 1578 34 unemployed married primary no 309 no no
#> 1579 41 blue-collar married secondary no 0 yes no
#> 1580 44 management married tertiary no 368 no no
#> 1581 28 services single secondary no 45 yes no
#> 1582 54 services divorced unknown no 0 yes no
#> 1583 49 blue-collar married primary no 11317 yes no
#> 1584 53 technician married secondary no 4930 no yes
#> 1585 43 management married tertiary no 79 no no
#> 1586 57 unemployed divorced secondary no 1088 no no
#> 1587 55 services married primary no -747 yes no
#> 1588 36 unemployed single secondary no 605 no no
#> 1589 50 retired married primary no 14 no yes
#> 1590 46 blue-collar married primary no 596 yes no
#> 1591 55 services married secondary no 1695 yes no
#> 1592 37 blue-collar married secondary no 1114 yes yes
#> 1593 31 entrepreneur married tertiary no 312 no no
#> 1594 54 technician single tertiary no 3233 no no
#> 1595 36 blue-collar married primary no 1993 yes yes
#> 1596 40 entrepreneur married secondary no 0 yes yes
#> 1597 32 blue-collar single secondary no 33 yes no
#> 1598 56 management married primary no 31 yes no
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#> 1600 45 self-employed married secondary no 2278 no no
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#> 1604 31 management single tertiary no 59 yes yes
#> 1605 30 services single secondary no 399 yes yes
#> 1606 44 management married secondary no 27 yes no
#> 1607 49 blue-collar married primary no 1387 yes yes
#> 1608 59 management married tertiary no 5956 no no
#> 1609 31 management single tertiary no 291 yes no
#> 1610 32 management single tertiary no 2223 no no
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#> 1613 50 management married tertiary no 4 no no
#> 1614 52 management married tertiary no 1177 yes no
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#> 1616 31 admin. married secondary no 23 no no
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#> 1621 35 admin. married secondary no 100 yes no
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#> 1624 51 blue-collar divorced secondary no 113 no no
#> 1625 61 retired divorced secondary no 4243 no no
#> 1626 33 management married tertiary no 296 no no
#> 1627 25 technician single secondary no 1135 yes no
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#> 1629 32 admin. single secondary no 184 yes no
#> 1630 27 services divorced secondary no 397 no yes
#> 1631 32 management married secondary no 14611 yes no
#> 1632 52 technician married secondary no 945 no no
#> 1633 60 retired married secondary no 78 no yes
#> 1634 34 technician married tertiary no 1524 yes no
#> 1635 37 blue-collar divorced secondary no 48 yes no
#> 1636 19 student single unknown no 60 no no
#> 1637 48 management married primary no 1744 no no
#> 1638 48 services divorced secondary no -203 yes no
#> 1639 32 blue-collar divorced secondary no -289 yes yes
#> 1640 36 management married secondary no -267 no no
#> 1641 47 unknown married unknown no 0 no no
#> 1642 30 blue-collar single secondary no 953 yes no
#> 1643 45 technician divorced secondary no 299 yes no
#> 1644 49 blue-collar married secondary no 0 no yes
#> 1645 48 blue-collar married primary no 104 no no
#> 1646 25 technician single secondary no 31 no no
#> 1647 54 blue-collar divorced primary no 2656 yes no
#> 1648 47 blue-collar married primary no 2642 no no
#> 1649 49 technician divorced secondary no 790 yes no
#> 1650 28 technician married tertiary no 1198 no yes
#> 1651 32 blue-collar single secondary no 2696 yes no
#> 1652 49 management divorced tertiary no 1253 yes no
#> 1653 55 management married tertiary no 979 no yes
#> 1654 45 admin. married secondary no 0 no no
#> 1655 34 unemployed married secondary no 428 yes no
#> 1656 40 management married tertiary no 8963 no no
#> 1657 35 technician married secondary no 2 no no
#> 1658 31 technician single tertiary no 1710 yes no
#> 1659 28 services single secondary no 117 yes no
#> 1660 48 technician married secondary no 0 yes no
#> 1661 52 management married primary no 0 no no
#> 1662 39 housemaid single primary no 1340 no no
#> 1663 36 blue-collar married primary no 345 yes no
#> 1664 29 services married tertiary no -62 yes yes
#> 1665 34 admin. married secondary no 920 no no
#> 1666 43 technician single unknown no 572 no no
#> 1667 38 technician married secondary no 0 yes no
#> 1668 36 management divorced tertiary no -978 yes no
#> 1669 44 blue-collar married tertiary no 2185 yes no
#> 1670 56 retired divorced secondary no 1005 no yes
#> 1671 57 self-employed single secondary no 3277 no no
#> 1672 40 technician single secondary no 191 yes no
#> 1673 23 admin. single secondary no 4681 yes no
#> 1674 36 technician married secondary no -456 yes no
#> 1675 47 admin. single secondary no 303 yes yes
#> 1676 48 management single tertiary no 399 no yes
#> 1677 28 technician single secondary no 2000 no no
#> 1678 32 management single tertiary no 0 no no
#> 1679 44 technician married secondary no 945 yes no
#> 1680 52 housemaid divorced tertiary no 4306 no no
#> 1681 44 self-employed married secondary no 706 no no
#> 1682 45 unemployed married secondary no -407 yes no
#> 1683 48 blue-collar married secondary no 865 yes no
#> 1684 28 entrepreneur married secondary no 490 yes no
#> 1685 29 management married tertiary no 20 yes no
#> 1686 27 management single tertiary no 170 no no
#> 1687 32 management single secondary no 1088 yes no
#> 1688 35 blue-collar single primary no -759 yes no
#> 1689 38 entrepreneur married tertiary no 898 yes no
#> 1690 32 technician divorced secondary no 210 yes yes
#> 1691 31 services married secondary no -489 yes yes
#> 1692 41 admin. single secondary no 0 yes yes
#> 1693 34 technician married secondary no 1 no no
#> 1694 54 admin. married unknown no 3965 yes no
#> 1695 30 management married tertiary no 805 no no
#> 1696 26 student single secondary no 1164 no no
#> 1697 39 blue-collar married secondary no 481 no no
#> 1698 29 services married secondary no 1432 no no
#> 1699 31 services divorced secondary no 1016 yes no
#> 1700 33 blue-collar married secondary no 596 yes no
#> 1701 34 blue-collar married secondary no 123 yes no
#> 1702 41 unemployed married tertiary no 1666 no no
#> 1703 28 technician single secondary no 205 yes no
#> 1704 35 blue-collar single primary no -276 yes no
#> 1705 35 blue-collar single secondary no 1253 no no
#> 1706 29 technician single secondary no 22008 yes no
#> 1707 30 management married tertiary no 0 yes no
#> 1708 50 blue-collar married primary no 2590 yes no
#> 1709 57 housemaid divorced tertiary no 3767 no no
#> 1710 41 blue-collar married secondary no -56 yes no
#> 1711 32 housemaid married primary no 344 yes no
#> 1712 54 services married primary no 1059 no no
#> 1713 25 management single tertiary no 667 no no
#> 1714 42 management married secondary no 2580 yes no
#> 1715 36 blue-collar married secondary no -231 no yes
#> 1716 41 technician married secondary no 767 yes yes
#> 1717 40 unemployed divorced secondary no 1694 no no
#> 1718 41 technician married tertiary no 744 yes no
#> 1719 40 entrepreneur married primary no 3676 yes yes
#> 1720 27 services single tertiary no 9965 yes no
#> 1721 54 management married tertiary no 0 no no
#> 1722 29 admin. single tertiary no 422 yes no
#> 1723 39 blue-collar married secondary no 507 yes no
#> 1724 33 technician single secondary no -325 yes no
#> 1725 28 services single secondary no 129 yes no
#> 1726 36 technician divorced secondary no 566 yes no
#> 1727 43 blue-collar married primary no 445 yes no
#> 1728 50 management divorced tertiary no 0 no no
#> 1729 49 technician married secondary no 808 yes no
#> 1730 34 management married secondary no 240 yes no
#> 1731 33 technician divorced secondary yes 10 yes yes
#> 1732 53 technician married secondary no 4807 no no
#> 1733 43 unemployed married primary no 519 no no
#> 1734 32 management single tertiary no 739 yes no
#> 1735 56 management divorced tertiary no 94 no no
#> 1736 26 management single tertiary no 205 no no
#> 1737 46 blue-collar married primary no 296 yes no
#> 1738 45 technician married secondary no -149 yes no
#> 1739 42 blue-collar single secondary no 985 no no
#> 1740 39 management single secondary no 113 yes no
#> 1741 38 management single tertiary no 8669 yes no
#> 1742 35 technician married tertiary no 7050 no no
#> 1743 53 self-employed married secondary no 1 yes yes
#> 1744 29 management married tertiary no 246 yes no
#> 1745 36 technician single secondary no -206 yes no
#> 1746 25 services single secondary no -107 yes no
#> 1747 44 management divorced tertiary no 193 no yes
#> 1748 49 technician married secondary no 25 yes yes
#> 1749 30 technician single secondary no 1286 no no
#> 1750 49 blue-collar divorced primary no 24 yes no
#> 1751 53 self-employed married tertiary no 4397 yes no
#> 1752 28 entrepreneur married tertiary no 4064 no yes
#> 1753 29 management single tertiary no 307 yes no
#> 1754 28 technician single tertiary no 183 yes yes
#> 1755 53 management married tertiary no 490 yes no
#> 1756 35 services divorced tertiary no 877 yes no
#> 1757 32 management married tertiary no -383 yes no
#> 1758 26 blue-collar single secondary no 123 no yes
#> 1759 34 technician married secondary no 4248 yes no
#> 1760 43 blue-collar married secondary no 3 yes no
#> 1761 32 admin. married secondary no 277 yes no
#> 1762 24 student single secondary no 1925 no no
#> 1763 50 blue-collar married primary no -37 yes no
#> 1764 53 admin. single secondary no 1178 yes no
#> 1765 51 management married secondary no 873 no no
#> 1766 30 technician single tertiary no 53 no no
#> 1767 54 technician married secondary no 25 yes no
#> 1768 35 blue-collar single primary no 109 yes no
#> 1769 30 technician single tertiary no 2832 no no
#> 1770 45 services married secondary no 350 yes yes
#> 1771 56 retired married secondary no 393 no yes
#> 1772 33 management married tertiary no 3713 yes no
#> 1773 54 services married secondary no 158 yes no
#> 1774 39 blue-collar single unknown no 10 yes no
#> 1775 29 services single secondary no 0 no no
#> 1776 49 housemaid divorced primary no 164 yes no
#> 1777 25 student single secondary no 722 yes no
#> 1778 40 technician single tertiary no 1175 no no
#> 1779 52 admin. married secondary no 190 no no
#> 1780 35 technician married secondary yes -29 yes yes
#> 1781 43 blue-collar married primary no 582 yes no
#> 1782 32 blue-collar married secondary no 950 yes yes
#> 1783 55 management married tertiary no 2537 no no
#> 1784 34 services married secondary no 0 no no
#> 1785 60 blue-collar married secondary no 0 no no
#> 1786 57 admin. married secondary no 567 yes no
#> 1787 58 blue-collar married secondary no 1075 yes no
#> 1788 26 blue-collar single primary no 535 yes no
#> 1789 59 admin. married secondary no 1001 no no
#> 1790 58 services married secondary no 553 no yes
#> 1791 49 management married tertiary no 2187 no no
#> 1792 37 services married secondary no 3429 yes yes
#> 1793 47 technician married secondary no 179 yes no
#> 1794 39 services divorced secondary no -152 yes no
#> 1795 58 services married secondary no 818 no no
#> 1796 30 self-employed married tertiary no 805 yes no
#> 1797 44 entrepreneur married secondary no 6649 yes no
#> 1798 27 blue-collar married secondary no 556 yes no
#> 1799 42 blue-collar married secondary no 1598 yes yes
#> 1800 25 management married tertiary no 127 yes no
#> 1801 32 blue-collar married secondary no 113 yes yes
#> 1802 55 technician married secondary no 0 yes no
#> 1803 55 services married tertiary no 2877 no no
#> 1804 40 services single secondary no 326 yes no
#> 1805 35 admin. divorced secondary no 45 yes no
#> 1806 25 unemployed married secondary no 285 yes no
#> 1807 36 blue-collar married unknown no -400 yes yes
#> 1808 32 technician married secondary no 6172 yes no
#> 1809 49 technician married secondary no 1982 yes yes
#> 1810 56 services married primary no 219 yes no
#> 1811 32 management married tertiary no 1388 yes no
#> 1812 26 self-employed single tertiary no 3044 yes yes
#> 1813 33 admin. married secondary no 7 yes no
#> 1814 37 technician married tertiary no 127 yes no
#> 1815 45 technician married secondary no 1412 yes no
#> 1816 49 housemaid married primary no 78 no no
#> 1817 28 admin. single tertiary no 1104 yes no
#> 1818 30 blue-collar single unknown no 694 yes yes
#> 1819 31 technician married secondary no 585 yes no
#> 1820 54 admin. divorced unknown no 0 no no
#> 1821 27 blue-collar married secondary no 72 yes no
#> 1822 34 technician married secondary no 30 no no
#> 1823 41 self-employed married secondary no 305 yes no
#> 1824 58 technician married secondary no 589 yes no
#> 1825 31 blue-collar single primary no 5972 no no
#> 1826 38 management divorced tertiary no -980 yes no
#> 1827 30 admin. married secondary no 35 yes yes
#> 1828 36 technician married secondary no 154 yes no
#> 1829 51 technician married tertiary no 2506 no no
#> 1830 53 blue-collar married secondary no 208 no no
#> 1831 27 student single tertiary no 3687 no no
#> 1832 25 blue-collar married secondary no -23 yes no
#> 1833 56 technician divorced tertiary no 1593 yes no
#> 1834 43 admin. married secondary no 324 no no
#> 1835 28 services single secondary no 168 yes no
#> 1836 53 retired divorced secondary no -477 no no
#> 1837 28 self-employed single tertiary no 0 yes no
#> 1838 57 technician divorced tertiary no 114 no no
#> 1839 24 student single primary no 474 no no
#> 1840 51 blue-collar married primary no 19 no no
#> 1841 38 services married secondary no 433 no no
#> 1842 32 services single secondary no -23 no no
#> 1843 51 management divorced tertiary no 492 no yes
#> 1844 45 blue-collar married secondary no -149 yes no
#> 1845 33 blue-collar married secondary no 0 no no
#> 1846 51 services married secondary no 0 no yes
#> 1847 31 technician single secondary no 845 yes no
#> 1848 34 self-employed married tertiary no 191 no no
#> 1849 42 services married secondary no 3236 no no
#> 1850 52 services divorced primary no -644 no no
#> 1851 74 retired married tertiary no 1843 no no
#> 1852 56 unknown married unknown no 15088 no no
#> 1853 43 self-employed married tertiary no 10072 no no
#> 1854 44 technician married secondary no 0 yes no
#> 1855 41 blue-collar married primary no 3803 yes no
#> 1856 38 blue-collar single secondary no 745 yes no
#> 1857 40 technician single tertiary no 693 no no
#> 1858 42 blue-collar married secondary no 2717 yes yes
#> 1859 48 retired married tertiary no 4 no yes
#> 1860 55 blue-collar married secondary no 660 no no
#> 1861 38 blue-collar single unknown no 10 yes no
#> 1862 37 management divorced tertiary no 1775 no no
#> 1863 42 unemployed married primary yes -581 yes no
#> 1864 42 technician married secondary no 4791 yes no
#> 1865 28 technician married secondary no 139 yes yes
#> 1866 54 services married secondary no 1301 yes no
#> 1867 43 management married tertiary no 2886 no no
#> 1868 31 management divorced tertiary no 1742 yes no
#> 1869 50 entrepreneur married primary yes 537 yes no
#> 1870 72 retired married primary no 796 no no
#> 1871 54 blue-collar married unknown no 1827 no no
#> 1872 57 admin. married secondary no 2137 no no
#> 1873 42 management married tertiary no -700 yes no
#> 1874 47 housemaid single tertiary no 3232 no no
#> 1875 60 admin. married secondary no 0 no no
#> 1876 41 blue-collar divorced primary no 1498 no no
#> 1877 31 self-employed married tertiary no 0 yes no
#> 1878 49 technician married secondary no -215 yes no
#> 1879 60 housemaid married primary no 211 no no
#> 1880 36 housemaid married tertiary yes -1941 yes no
#> 1881 37 management single tertiary no 455 yes no
#> 1882 34 blue-collar married primary no 1451 yes no
#> 1883 57 management married tertiary no 1171 no no
#> 1884 34 admin. married tertiary no 899 yes no
#> 1885 46 services divorced secondary no 755 no no
#> 1886 36 admin. married secondary no 542 yes no
#> 1887 35 management married tertiary no 5367 no no
#> 1888 40 management married tertiary no 270 no no
#> 1889 30 management divorced secondary no -274 yes yes
#> 1890 53 management married unknown no 2240 yes no
#> 1891 31 technician married secondary no 344 yes no
#> 1892 39 management married tertiary no 575 no no
#> 1893 57 admin. divorced secondary no 18268 yes no
#> 1894 54 unemployed married primary no 6427 yes no
#> 1895 35 admin. married secondary no -488 yes no
#> 1896 34 blue-collar married primary no 1031 yes no
#> 1897 30 student single unknown no -145 no yes
#> 1898 39 admin. married primary no 0 no no
#> 1899 49 self-employed married secondary no 1103 no no
#> 1900 58 self-employed married unknown no 1187 yes no
#> 1901 37 housemaid married primary no 0 yes no
#> 1902 34 services married secondary no 184 yes no
#> 1903 41 technician single secondary no -3 no no
#> 1904 23 student single secondary no 556 yes no
#> 1905 47 services married primary no 1496 yes no
#> 1906 35 blue-collar single primary no 1277 yes no
#> 1907 42 admin. divorced secondary no 24 yes no
#> 1908 49 blue-collar married primary no 352 yes no
#> 1909 37 admin. single secondary no 262 no no
#> 1910 31 blue-collar single secondary no 4978 yes no
#> 1911 41 technician married secondary no 2125 yes yes
#> 1912 36 technician single secondary no 98 no no
#> 1913 29 blue-collar single tertiary no 98 no no
#> 1914 39 admin. married secondary no 441 no no
#> 1915 53 retired married secondary no 366 no yes
#> 1916 36 blue-collar single secondary no 168 yes no
#> 1917 33 technician married secondary no 180 no no
#> 1918 29 blue-collar single secondary no 1166 yes no
#> 1919 43 retired married primary no 7298 no no
#> 1920 32 blue-collar married primary no 1518 yes no
#> 1921 44 technician married tertiary no 851 yes no
#> 1922 50 blue-collar married primary no 2190 no no
#> 1923 37 technician married tertiary no 4596 yes no
#> 1924 31 technician single tertiary no 1166 yes no
#> 1925 36 blue-collar married secondary no 108 yes no
#> 1926 38 blue-collar married secondary no -152 no no
#> 1927 55 blue-collar divorced primary no 962 no yes
#> 1928 43 management married tertiary no 9261 yes no
#> 1929 40 blue-collar married secondary no 0 yes no
#> 1930 38 technician single secondary no 2442 no no
#> 1931 36 management single tertiary no 4123 no no
#> 1932 43 management divorced tertiary no 3163 yes no
#> 1933 43 services divorced secondary no 1040 yes no
#> 1934 33 blue-collar divorced secondary no 474 no no
#> 1935 30 management single tertiary no 2186 yes no
#> 1936 54 blue-collar married secondary no 844 no no
#> 1937 41 entrepreneur married tertiary no 221 yes no
#> 1938 46 housemaid single primary no 10889 no no
#> 1939 50 blue-collar married primary no 565 yes yes
#> 1940 36 blue-collar married secondary yes 13 no yes
#> 1941 43 management divorced tertiary no 481 yes no
#> 1942 32 blue-collar divorced secondary no 8 yes no
#> 1943 25 student single secondary no 2975 no no
#> 1944 33 blue-collar married secondary no 331 yes no
#> 1945 41 services married secondary no 3992 yes no
#> 1946 70 entrepreneur married tertiary no 15265 no no
#> 1947 37 services married unknown no -224 no no
#> 1948 52 management married secondary no 4873 no no
#> 1949 31 entrepreneur single tertiary no 544 no yes
#> 1950 31 technician single secondary no 1819 yes no
#> 1951 45 management single secondary no 142 no yes
#> 1952 47 blue-collar married primary no 4666 no no
#> 1953 50 services married secondary no 5699 yes no
#> 1954 49 blue-collar married secondary no 90 yes no
#> 1955 38 management single tertiary no 2346 yes no
#> 1956 28 management married secondary no 3 yes no
#> 1957 42 management married secondary no 2608 yes no
#> 1958 30 blue-collar married secondary no -269 yes no
#> 1959 37 management single secondary no 1572 no no
#> 1960 58 retired divorced secondary no 439 no yes
#> 1961 46 admin. single tertiary no 2889 yes no
#> 1962 33 management single tertiary no 641 yes no
#> 1963 31 self-employed married secondary no 0 yes no
#> 1964 42 admin. single secondary no -76 yes no
#> 1965 35 services single primary no 739 yes no
#> 1966 32 management married tertiary yes 2 no no
#> 1967 31 admin. single secondary no 43 no no
#> 1968 37 services married secondary no -21 yes yes
#> 1969 44 entrepreneur divorced tertiary no 134 yes no
#> 1970 43 admin. married secondary no 1138 no no
#> 1971 31 technician single tertiary no 1109 no no
#> 1972 37 services single primary no 3715 yes no
#> 1973 41 technician married secondary no 201 no yes
#> 1974 32 blue-collar married secondary no 150 yes no
#> 1975 58 management divorced secondary no 44 yes no
#> 1976 38 technician divorced tertiary yes -530 yes no
#> 1977 52 admin. married secondary no 199 no no
#> 1978 33 services single tertiary no 1595 yes no
#> 1979 31 unemployed married primary no 213 yes no
#> 1980 52 management married tertiary no 258 no no
#> 1981 30 services single tertiary no 3516 yes no
#> 1982 31 technician single secondary no 1626 no no
#> 1983 42 management married tertiary no 202 no no
#> 1984 43 blue-collar married primary yes -635 yes no
#> 1985 58 technician single tertiary no 388 no no
#> 1986 32 services married secondary no 1977 yes yes
#> 1987 53 retired married tertiary no 1778 no no
#> 1988 33 admin. single secondary no 395 yes no
#> 1989 47 blue-collar married secondary no -18 no yes
#> 1990 36 self-employed married tertiary no 254 yes no
#> 1991 58 entrepreneur married tertiary no 0 no yes
#> 1992 35 management married tertiary no 24 yes no
#> 1993 23 student single secondary no 107 no no
#> 1994 37 blue-collar married primary no 2939 yes no
#> 1995 33 management divorced secondary no 321 no yes
#> 1996 35 services married primary no 31 no yes
#> 1997 57 management married tertiary no 1832 yes no
#> 1998 36 technician married secondary no 696 yes no
#> 1999 31 admin. single secondary no 2076 no yes
#> 2000 47 unknown married unknown no 1880 no no
#> 2001 45 unemployed single primary no 2249 yes no
#> 2002 37 technician single tertiary no 971 no no
#> 2003 33 admin. divorced secondary no 661 yes no
#> 2004 24 management single tertiary no 507 no no
#> 2005 46 blue-collar married primary no 5461 yes no
#> 2006 43 blue-collar married secondary no 1127 yes no
#> 2007 30 admin. married secondary no 215 no yes
#> 2008 46 admin. single secondary no 849 yes no
#> 2009 47 blue-collar married primary no 17 no no
#> 2010 49 technician married tertiary no 8422 yes no
#> 2011 50 blue-collar married secondary no 378 yes no
#> 2012 61 retired married secondary no 1058 no no
#> 2013 31 blue-collar married primary no 251 yes no
#> 2014 31 management married tertiary no 2344 yes no
#> 2015 48 blue-collar married secondary no 5058 no no
#> 2016 28 admin. single tertiary no 1540 yes no
#> 2017 27 unemployed single tertiary no -446 yes no
#> 2018 35 admin. single tertiary no 777 no yes
#> 2019 43 unemployed married secondary no 0 yes no
#> 2020 36 technician married secondary no 1508 no no
#> 2021 39 management divorced tertiary no 295 no no
#> 2022 27 student single secondary no 2245 no no
#> 2023 34 admin. married secondary no 79 yes no
#> 2024 46 blue-collar married primary no 1303 no no
#> 2025 39 blue-collar single secondary no 29 yes no
#> 2026 44 housemaid married primary no 3706 no no
#> 2027 35 blue-collar single secondary no 4963 yes no
#> 2028 30 admin. married secondary no 518 yes no
#> 2029 26 technician married secondary no 267 yes no
#> 2030 26 student single secondary no 316 no no
#> 2031 28 admin. single secondary no 520 yes no
#> 2032 39 blue-collar married secondary no 474 yes yes
#> 2033 31 blue-collar married secondary no 512 yes no
#> 2034 55 management divorced tertiary no 1633 no no
#> 2035 57 services single secondary no 2236 yes no
#> 2036 41 technician single unknown no 2701 yes no
#> 2037 26 blue-collar single primary no 36 no yes
#> 2038 56 management married primary no 870 no no
#> 2039 42 admin. divorced secondary no 153 yes no
#> 2040 37 management single tertiary no 1730 no no
#> 2041 55 admin. single secondary yes 986 no yes
#> 2042 23 technician single secondary no 4 yes no
#> 2043 35 services divorced secondary no 440 yes no
#> 2044 34 admin. divorced secondary no 1186 yes yes
#> 2045 35 technician divorced secondary no -281 no no
#> 2046 50 blue-collar divorced primary no 388 no no
#> 2047 47 self-employed married secondary no 4420 yes yes
#> 2048 43 management single primary no 0 no no
#> 2049 58 blue-collar married secondary no 343 yes no
#> 2050 35 management divorced tertiary no 788 yes no
#> 2051 32 self-employed married secondary no 67 no no
#> 2052 39 blue-collar married unknown no 295 yes no
#> 2053 46 blue-collar married primary no 0 yes no
#> 2054 60 blue-collar married primary no 93 no yes
#> 2055 29 management single tertiary no 1739 yes no
#> 2056 34 entrepreneur married tertiary no 1076 yes no
#> 2057 34 services married secondary no 404 yes no
#> 2058 30 admin. single secondary no 4925 yes no
#> 2059 41 self-employed married secondary no 323 yes no
#> 2060 55 retired married primary no 868 no no
#> 2061 33 management married tertiary no 2744 yes no
#> 2062 36 blue-collar divorced secondary no 719 yes no
#> 2063 34 student single unknown no 1281 no no
#> 2064 51 services married primary no -553 yes no
#> 2065 58 housemaid married tertiary no 497 no no
#> 2066 25 self-employed single tertiary no 882 yes no
#> 2067 50 blue-collar married primary no 4121 yes yes
#> 2068 50 management married tertiary no 536 no no
#> 2069 51 entrepreneur married primary no 726 yes yes
#> 2070 56 retired married secondary no 0 no no
#> 2071 52 admin. married secondary no 2851 no yes
#> 2072 41 blue-collar married secondary no 232 no no
#> 2073 48 admin. divorced secondary no 0 no yes
#> 2074 36 technician married tertiary no 98 no no
#> 2075 31 management single tertiary no 12857 yes no
#> 2076 39 management single tertiary no 1509 no no
#> 2077 45 unemployed married secondary no 2040 no no
#> 2078 57 blue-collar married primary no 1460 no no
#> 2079 44 management married tertiary no 170 no no
#> 2080 42 management single tertiary no 196 yes no
#> 2081 38 blue-collar married primary no 1099 yes no
#> 2082 41 housemaid married tertiary no 783 yes no
#> 2083 34 technician married secondary no 1137 no no
#> 2084 37 services single secondary no -196 yes no
#> 2085 43 admin. single secondary no 6 no no
#> 2086 46 admin. married secondary no 9319 yes no
#> 2087 41 blue-collar single secondary no 1564 yes no
#> 2088 27 blue-collar single primary no 140 no no
#> 2089 44 blue-collar married primary no 195 yes no
#> 2090 35 blue-collar married secondary no -461 no no
#> 2091 30 management single tertiary no 0 yes no
#> 2092 36 entrepreneur married secondary no 302 yes no
#> 2093 41 unknown single unknown no 1259 no no
#> 2094 61 retired divorced secondary no 1857 yes no
#> 2095 38 management married tertiary no 1221 yes no
#> 2096 36 technician married secondary no 1731 yes yes
#> 2097 34 student single unknown no 1281 no no
#> 2098 46 technician married secondary no 9299 no no
#> 2099 31 housemaid single tertiary no 287 yes no
#> 2100 43 management divorced tertiary no -173 no yes
#> 2101 37 blue-collar single secondary no 240 yes no
#> 2102 37 services married primary no 0 yes yes
#> 2103 56 services married primary no 966 no yes
#> 2104 26 unemployed single secondary no 461 no no
#> 2105 42 unemployed married primary no 259 yes no
#> 2106 31 technician married secondary no -720 yes no
#> 2107 39 housemaid married tertiary no 94 no no
#> 2108 34 blue-collar married secondary no 405 yes no
#> 2109 57 admin. married secondary no 1218 no no
#> 2110 48 unemployed married tertiary no 1571 yes no
#> 2111 49 management single tertiary no 1 yes no
#> 2112 44 technician married primary no 4389 no no
#> 2113 46 technician married tertiary no 4176 yes no
#> 2114 50 unemployed married secondary no 297 yes no
#> 2115 58 technician married secondary no 5618 yes no
#> 2116 61 retired married tertiary no 1257 no no
#> 2117 49 blue-collar married secondary no 1350 no no
#> 2118 56 services divorced secondary no 6101 no no
#> 2119 26 student single unknown no 826 no no
#> 2120 44 services married secondary no -230 yes yes
#> 2121 37 admin. married secondary no 1207 yes no
#> 2122 58 blue-collar married primary no 0 no no
#> 2123 30 services single secondary yes -366 yes no
#> 2124 37 admin. married tertiary no 801 no no
#> 2125 36 technician single secondary no 333 no no
#> 2126 59 management married tertiary no 518 no no
#> 2127 27 services married secondary no 0 yes no
#> 2128 42 unemployed married tertiary no 1270 yes no
#> 2129 36 admin. divorced secondary no 181 yes no
#> 2130 46 management single tertiary no 311 yes yes
#> 2131 35 technician single tertiary no 0 no no
#> 2132 24 admin. single secondary no 120 yes no
#> 2133 71 retired divorced secondary no 0 no no
#> 2134 41 blue-collar married secondary no 2717 yes yes
#> 2135 25 blue-collar single secondary no 1429 yes no
#> 2136 52 self-employed married secondary no 1066 yes no
#> 2137 55 blue-collar married primary no 3485 no no
#> 2138 52 admin. married secondary no 4493 no no
#> 2139 29 blue-collar married secondary no 415 yes no
#> 2140 44 blue-collar single primary no 1593 yes no
#> 2141 46 management married secondary no 21 yes no
#> 2142 39 blue-collar married secondary no 3045 no no
#> 2143 28 services single secondary no 348 yes no
#> 2144 54 management married tertiary no 384 yes no
#> 2145 47 technician married secondary no 11 no no
#> 2146 42 blue-collar married secondary no 0 yes no
#> 2147 40 technician married secondary no -282 yes no
#> 2148 31 management married tertiary no 1224 yes yes
#> 2149 37 self-employed married tertiary no 1146 no yes
#> 2150 45 services married secondary no 27 yes yes
#> 2151 22 services single secondary no 652 no no
#> 2152 44 admin. single secondary no 2524 no no
#> 2153 59 services married primary no 64 yes yes
#> 2154 27 admin. single secondary no 3638 no no
#> 2155 34 blue-collar married primary no -204 yes no
#> 2156 56 management married secondary no 208 no yes
#> 2157 33 services married secondary no -384 yes no
#> 2158 28 student single tertiary no 2306 no no
#> 2159 26 management single tertiary no 45 no no
#> 2160 57 management divorced tertiary no 6468 yes no
#> 2161 52 admin. married secondary no 1746 no no
#> 2162 49 technician married secondary no 313 no no
#> 2163 44 housemaid married primary no 1109 yes yes
#> 2164 30 blue-collar single secondary no 183 yes no
#> 2165 29 admin. single secondary no 200 yes no
#> 2166 43 services divorced secondary no -145 yes no
#> 2167 35 technician married secondary no 150 no no
#> 2168 34 blue-collar single secondary no 1599 yes no
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#> 2179 32 services single tertiary no 785 no no
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#> 2189 28 technician single tertiary no 4513 yes no
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#> 2198 46 technician married tertiary no 2207 yes no
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#> 2201 59 retired married primary no 0 no no
#> 2202 28 blue-collar married primary no -65 yes no
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#> 2208 50 entrepreneur married tertiary no 2410 no no
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#> 2214 28 technician single secondary no 584 yes no
#> 2215 54 admin. married tertiary no 19 no no
#> 2216 27 services single secondary no 167 no yes
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#> 2218 30 technician married secondary no 817 yes no
#> 2219 44 entrepreneur married secondary no 242 no yes
#> 2220 24 admin. single secondary no 66 yes no
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#> 2222 46 blue-collar married secondary no 5 no no
#> 2223 27 technician single secondary no 235 yes no
#> 2224 34 technician single tertiary yes -1 no no
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#> 2229 51 entrepreneur married tertiary no 3188 yes yes
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#> 2233 57 technician married tertiary no -40 no yes
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#> 2235 44 entrepreneur married secondary no 692 no no
#> 2236 56 management married tertiary no 154 no no
#> 2237 35 management single tertiary no 1496 yes no
#> 2238 40 entrepreneur married tertiary no 70 no no
#> 2239 30 admin. single secondary no 52 no yes
#> 2240 31 admin. single secondary no 78 yes no
#> 2241 36 services single tertiary no 72 yes no
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#> 2243 36 blue-collar married secondary no 1554 yes no
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#> 2253 30 unemployed married secondary no 1566 no no
#> 2254 43 services married secondary no 0 yes no
#> 2255 34 blue-collar married secondary no 587 yes no
#> 2256 44 technician married secondary no 858 no no
#> 2257 35 services married secondary no 2179 no no
#> 2258 36 management single tertiary no 202 no no
#> 2259 43 admin. married secondary no 1625 yes yes
#> 2260 29 blue-collar single tertiary no 455 no no
#> 2261 41 admin. married secondary no 3138 no no
#> 2262 35 blue-collar married unknown no -465 no no
#> 2263 57 blue-collar married unknown no 4148 no no
#> 2264 43 blue-collar divorced secondary no 110 yes yes
#> 2265 37 technician married secondary no 5287 yes yes
#> 2266 35 technician married secondary no 1140 yes no
#> 2267 26 blue-collar married secondary no 5795 yes no
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#> 2270 58 blue-collar married primary no 0 yes no
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#> 2272 39 management married tertiary no 5142 no no
#> 2273 29 student married tertiary no 10596 yes no
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#> 2275 56 management divorced tertiary no -59 no yes
#> 2276 27 services single secondary no 9636 yes no
#> 2277 56 entrepreneur married tertiary no 16125 no no
#> 2278 42 blue-collar married unknown no 1123 yes no
#> 2279 19 student single secondary no 424 no no
#> 2280 44 blue-collar married secondary no 1308 no no
#> 2281 31 admin. single secondary no 483 yes yes
#> 2282 47 technician divorced unknown no 442 yes no
#> 2283 42 management married tertiary no 27696 no no
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#> 2285 50 blue-collar married primary no 1203 yes yes
#> 2286 33 management married tertiary no 91 no no
#> 2287 32 management single tertiary no 703 yes no
#> 2288 38 admin. married tertiary no 1209 no no
#> 2289 34 admin. divorced secondary no 183 no yes
#> 2290 27 services single secondary no -266 no yes
#> 2291 50 blue-collar single primary no 496 yes no
#> 2292 30 self-employed married tertiary yes -1083 yes no
#> 2293 33 technician single tertiary no 318 yes no
#> 2294 58 admin. divorced secondary no 3058 yes no
#> 2295 32 technician single tertiary no 3818 no no
#> 2296 27 blue-collar married primary no 1535 yes no
#> 2297 24 technician single secondary no -192 yes no
#> 2298 57 management married tertiary no 929 no no
#> 2299 59 management divorced tertiary no 51 no no
#> 2300 51 admin. divorced secondary no 2717 no no
#> 2301 46 management married tertiary no 7331 no no
#> 2302 35 technician single secondary no 175 yes no
#> 2303 41 technician single secondary no 1147 yes no
#> 2304 40 retired single primary no 0 no no
#> 2305 34 blue-collar married primary no 2720 yes no
#> 2306 30 blue-collar single secondary no 445 yes no
#> 2307 33 blue-collar single secondary no 4404 yes no
#> 2308 48 housemaid divorced primary no 1583 no yes
#> 2309 36 management married tertiary no 332 yes no
#> 2310 30 blue-collar married secondary no 313 yes yes
#> 2311 37 unemployed single primary no 1648 yes no
#> 2312 47 services married secondary no 459 no no
#> 2313 33 blue-collar married secondary no 833 yes yes
#> 2314 24 student single secondary no 23878 no no
#> 2315 32 services single secondary no 1987 yes no
#> 2316 45 blue-collar single secondary no 615 yes no
#> 2317 53 self-employed married secondary no -488 yes no
#> 2318 55 management divorced secondary no 204 yes no
#> 2319 32 management married tertiary no -360 yes no
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#> 2321 48 technician married tertiary no 9207 no no
#> 2322 43 technician divorced secondary no 1612 no no
#> 2323 34 management single tertiary no -444 yes yes
#> 2324 58 management married tertiary no 2360 no no
#> 2325 33 management single tertiary no 383 yes no
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#> 2327 43 management married tertiary no 536 yes no
#> 2328 34 blue-collar married secondary no 283 no yes
#> 2329 42 entrepreneur married secondary no 718 yes no
#> 2330 47 blue-collar married primary yes 25 yes yes
#> 2331 39 blue-collar married primary no 879 yes no
#> 2332 48 unknown married unknown no 2261 no no
#> 2333 24 services single secondary no -141 yes no
#> 2334 36 services married secondary no 0 yes no
#> 2335 47 technician divorced secondary no 4135 yes no
#> 2336 45 blue-collar married primary no 532 yes no
#> 2337 33 services married secondary no 0 yes yes
#> 2338 31 blue-collar single secondary no 2089 yes no
#> 2339 32 technician single secondary no 14 yes yes
#> 2340 47 services married secondary no -835 yes yes
#> 2341 27 technician single secondary no 8 yes no
#> 2342 37 blue-collar single secondary no 13156 yes no
#> 2343 52 admin. single secondary no 2398 yes no
#> 2344 41 technician married secondary no -4 no no
#> 2345 33 technician married secondary no 1029 yes no
#> 2346 32 blue-collar single secondary no 22 no no
#> 2347 52 technician divorced secondary no 511 no yes
#> 2348 34 admin. married tertiary no 798 yes no
#> 2349 61 management married tertiary no 0 yes no
#> 2350 40 blue-collar divorced primary no 71 yes no
#> 2351 30 blue-collar single secondary no 327 yes no
#> 2352 42 technician single secondary no -15 no no
#> 2353 26 admin. single secondary no 338 no no
#> 2354 27 management married tertiary no 1531 yes no
#> 2355 31 management single tertiary no 241 yes no
#> 2356 34 technician single secondary no 1161 yes no
#> 2357 51 management divorced secondary no 292 no no
#> 2358 60 services married secondary no 594 yes no
#> 2359 32 management single tertiary no 2 yes no
#> 2360 49 blue-collar divorced unknown no 39 yes no
#> 2361 38 unknown married unknown no 653 no no
#> 2362 37 blue-collar married primary no 660 yes yes
#> 2363 45 entrepreneur married tertiary no 369 yes no
#> 2364 33 unemployed single unknown no 170 yes no
#> 2365 55 blue-collar married primary no 0 no no
#> 2366 37 management married tertiary no 1276 no no
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#> 2368 32 technician married secondary no -300 no no
#> 2369 34 management single tertiary no 549 no no
#> 2370 36 blue-collar single secondary no 1089 yes no
#> 2371 35 admin. single secondary no 368 yes no
#> 2372 30 management single tertiary no 440 yes no
#> 2373 40 management married tertiary no 373 yes yes
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#> 2376 43 management married tertiary no 3518 no no
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#> 2380 53 technician married secondary no 6671 yes yes
#> 2381 46 admin. married secondary no 186 yes no
#> 2382 30 management single tertiary no 2344 yes no
#> 2383 26 blue-collar single primary no 102 yes no
#> 2384 47 technician married primary no 1375 yes yes
#> 2385 55 technician single secondary no 99 yes no
#> 2386 54 admin. married secondary no 4943 no no
#> 2387 41 blue-collar single secondary no 925 yes no
#> 2388 34 admin. married secondary no 396 yes no
#> 2389 30 blue-collar married secondary no 365 no no
#> 2390 67 retired married secondary no 1443 no no
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#> 2393 36 admin. single secondary no 5871 no no
#> 2394 55 retired married secondary no 39 no no
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#> 2397 37 management married tertiary no 308 yes no
#> 2398 39 management married tertiary no 568 yes yes
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#> 2402 46 technician married secondary no 1740 yes no
#> 2403 48 technician married secondary no 454 yes no
#> 2404 50 blue-collar married secondary no 26 yes no
#> 2405 38 services married secondary no 3259 yes no
#> 2406 30 blue-collar divorced secondary no 4591 yes no
#> 2407 52 services married secondary no 2420 yes no
#> 2408 31 blue-collar married secondary no 33 no no
#> 2409 25 admin. married secondary no 894 yes no
#> 2410 30 entrepreneur single tertiary no 999 no no
#> 2411 49 blue-collar married unknown no 154 yes no
#> 2412 42 blue-collar married primary no 15 yes no
#> 2413 50 technician married secondary no 3176 no no
#> 2414 35 technician married secondary no 1364 yes yes
#> 2415 29 blue-collar married secondary no -114 yes no
#> 2416 55 blue-collar married unknown no 23 no no
#> 2417 31 management divorced tertiary no 106 yes no
#> 2418 27 services single secondary no 430 yes no
#> 2419 29 blue-collar married secondary no 844 yes no
#> 2420 57 housemaid divorced unknown no 11632 no no
#> 2421 20 student single tertiary no 556 yes no
#> 2422 29 blue-collar married secondary no 1171 yes no
#> 2423 59 blue-collar married primary no 0 yes yes
#> 2424 37 entrepreneur married primary no 0 no no
#> 2425 46 management married tertiary no 1489 yes no
#> 2426 42 management married tertiary no 1773 no no
#> 2427 52 technician married unknown no 7 no no
#> 2428 38 technician single tertiary no 9 yes no
#> 2429 46 self-employed married secondary no 156 no no
#> 2430 40 technician divorced secondary no 348 yes no
#> 2431 41 management married secondary no 6526 no no
#> 2432 40 technician married secondary no 265 no no
#> 2433 58 management married primary no 1021 no no
#> 2434 47 management married secondary no 2010 no no
#> 2435 46 blue-collar married primary no 143 yes no
#> 2436 58 blue-collar married secondary no 381 no no
#> 2437 48 services single primary no 1499 yes no
#> 2438 42 services married tertiary no 412 yes no
#> 2439 30 management single tertiary no 1571 no no
#> 2440 48 technician married secondary yes 295 no yes
#> 2441 28 blue-collar married secondary no 0 yes no
#> 2442 36 self-employed married secondary no 188 yes yes
#> 2443 40 management married primary no 472 yes no
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#> 2446 50 management divorced tertiary no 30 no no
#> 2447 46 blue-collar married secondary no 176 no no
#> 2448 40 blue-collar married primary no 2880 yes no
#> 2449 43 technician married secondary no 463 no no
#> 2450 37 management married tertiary no 725 no no
#> 2451 47 management married secondary yes 0 no yes
#> 2452 31 blue-collar single secondary no 0 yes no
#> 2453 37 blue-collar married secondary no 298 yes no
#> 2454 38 blue-collar married secondary no 861 yes no
#> 2455 40 admin. married secondary no 2591 yes yes
#> 2456 43 technician married secondary no 764 yes no
#> 2457 34 blue-collar married primary no 6352 yes no
#> 2458 50 management single tertiary no 486 no yes
#> 2459 44 technician married secondary no 0 no yes
#> 2460 66 retired married primary no 1004 no no
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#> 2462 54 admin. divorced secondary no 791 no yes
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#> 2465 33 technician married tertiary no 503 no no
#> 2466 37 management divorced tertiary no 88 no no
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#> 2468 34 management divorced tertiary no 488 yes no
#> 2469 34 management married tertiary no 0 no no
#> 2470 49 blue-collar married secondary no 141 no no
#> 2471 29 services single primary no 95 yes no
#> 2472 46 admin. married secondary no 68 yes no
#> 2473 42 management married tertiary no 1323 yes yes
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#> 2477 30 management single tertiary no 3384 no no
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#> 2479 61 retired married secondary no 483 no no
#> 2480 27 management single tertiary no 616 yes no
#> 2481 65 retired married tertiary no 1153 no no
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#> 2483 56 retired married secondary no 102 yes no
#> 2484 32 management single tertiary no 1834 yes no
#> 2485 32 technician married secondary no 4790 yes no
#> 2486 37 technician single tertiary no 3943 no no
#> 2487 35 blue-collar married primary no 378 yes no
#> 2488 37 management married tertiary no 0 yes no
#> 2489 39 blue-collar single tertiary no 48 no no
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#> 2491 44 blue-collar married primary no 617 yes no
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#> 2496 33 admin. married secondary no 2468 yes yes
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#> 2499 45 housemaid married tertiary no 0 no no
#> 2500 33 technician single secondary no 261 yes no
#> 2501 60 unknown married tertiary no 2450 no no
#> 2502 50 blue-collar married unknown no 1389 yes no
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#> 2504 31 admin. married secondary no -581 yes no
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#> 2508 31 management married tertiary no 242 yes no
#> 2509 28 technician single tertiary no 1026 yes no
#> 2510 42 blue-collar married secondary yes -204 yes no
#> 2511 38 services single secondary no -196 yes no
#> 2512 38 blue-collar married secondary no 2283 yes no
#> 2513 53 admin. divorced secondary no 2687 yes no
#> 2514 43 blue-collar married primary no 1211 yes no
#> 2515 32 services single secondary no 2881 no no
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#> 2519 34 management married primary no 2026 yes no
#> 2520 43 management married tertiary no 0 yes no
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#> 2526 59 management married secondary no 771 no no
#> 2527 60 retired married tertiary no 2196 no no
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#> 2529 33 blue-collar married secondary no 312 yes no
#> 2530 39 blue-collar divorced secondary yes -202 yes yes
#> 2531 35 management single tertiary no 996 no no
#> 2532 40 entrepreneur married secondary no 6403 no no
#> 2533 34 admin. married tertiary no 21 no yes
#> 2534 51 blue-collar married primary no 480 yes no
#> 2535 43 technician single secondary no 463 yes no
#> 2536 45 management married secondary no 1134 no yes
#> 2537 32 services married secondary no 59 yes yes
#> 2538 39 unknown single unknown no 0 no no
#> 2539 37 blue-collar married primary no 20 no yes
#> 2540 29 admin. married primary no 624 yes no
#> 2541 44 admin. single unknown yes -612 yes no
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#> 2546 64 housemaid married primary no 67 no no
#> 2547 62 management married tertiary no 7458 no no
#> 2548 59 self-employed married tertiary no 185 no no
#> 2549 52 technician married secondary no 371 yes yes
#> 2550 37 services single secondary no 459 no no
#> 2551 34 entrepreneur single tertiary yes 1709 no yes
#> 2552 56 blue-collar married primary no 551 no no
#> 2553 46 management divorced tertiary no 675 no yes
#> 2554 59 management married tertiary no 4152 yes no
#> 2555 32 blue-collar single secondary no -255 no yes
#> 2556 46 technician divorced secondary no 0 yes yes
#> 2557 39 admin. married secondary no 168 yes no
#> 2558 46 blue-collar married primary no 5393 yes no
#> 2559 44 services married secondary no 742 no no
#> 2560 35 technician single primary no 744 yes no
#> 2561 54 services married primary no 198 yes no
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#> 2563 51 entrepreneur single tertiary no 0 no no
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#> 2565 77 retired married secondary no 4112 no no
#> 2566 45 blue-collar married secondary no 4646 yes no
#> 2567 45 admin. divorced secondary no 1201 no no
#> 2568 46 technician married secondary no 1028 yes no
#> 2569 28 services married secondary no 462 yes yes
#> 2570 45 blue-collar married secondary no 196 yes no
#> 2571 28 housemaid single secondary no 781 yes no
#> 2572 29 services married secondary no -597 no no
#> 2573 37 services single secondary no 248 yes no
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#> 2576 40 admin. married secondary no 824 yes no
#> 2577 32 admin. single secondary no 131 yes no
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#> 2579 29 admin. single secondary no 65 yes no
#> 2580 42 services divorced secondary no 241 yes no
#> 2581 56 housemaid divorced secondary no 1866 no yes
#> 2582 32 blue-collar married secondary no 1914 yes no
#> 2583 54 blue-collar married secondary no 1487 yes no
#> 2584 46 technician married secondary no 0 yes no
#> 2585 31 technician married secondary no 0 no no
#> 2586 47 blue-collar married primary no 0 no no
#> 2587 34 management divorced tertiary no 27 no yes
#> 2588 47 blue-collar divorced secondary no 1480 yes no
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#> 2590 38 management married tertiary no 546 no no
#> 2591 33 management divorced tertiary no 723 yes no
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#> 2593 35 technician married secondary no -288 yes yes
#> 2594 40 services married primary no 1117 yes no
#> 2595 48 self-employed married secondary no 1175 yes yes
#> 2596 43 admin. married secondary no 323 yes yes
#> 2597 29 management married tertiary no 1 yes yes
#> 2598 60 retired married primary no 3 no no
#> 2599 39 admin. married secondary no 104 yes no
#> 2600 31 blue-collar married secondary no 297 yes no
#> 2601 51 blue-collar married secondary no 4695 no no
#> 2602 33 blue-collar married secondary no 308 yes no
#> 2603 39 blue-collar married primary no 315 yes no
#> 2604 28 services married secondary no 376 no yes
#> 2605 50 blue-collar married secondary no -581 yes no
#> 2606 77 retired married primary no 2590 no no
#> 2607 49 technician married tertiary no 6138 no no
#> 2608 48 admin. married primary no 3 yes no
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#> 2610 42 technician single secondary no 146 no no
#> 2611 49 entrepreneur married secondary no 687 no no
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#> 2615 34 management single tertiary no 1012 yes yes
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#> 2617 42 unemployed married secondary no -523 yes no
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#> 2619 43 management divorced secondary no 51 no no
#> 2620 52 entrepreneur single tertiary no 3469 yes no
#> 2621 45 blue-collar married unknown no 248 yes no
#> 2622 36 management married tertiary no 953 yes yes
#> 2623 27 management single tertiary no 0 yes no
#> 2624 47 management single secondary no -246 yes no
#> 2625 37 technician single secondary no 363 yes no
#> 2626 34 blue-collar married unknown no 41 yes no
#> 2627 59 management married unknown no 3428 yes yes
#> 2628 56 management married tertiary no 1803 no no
#> 2629 50 management married secondary no 2717 yes no
#> 2630 59 blue-collar married primary no 99 yes no
#> 2631 45 admin. married unknown no -299 yes no
#> 2632 32 technician married tertiary no 903 yes no
#> 2633 43 blue-collar married primary no 46 yes no
#> 2634 31 services single secondary no 13 no yes
#> 2635 46 technician single secondary yes -1124 yes yes
#> 2636 38 blue-collar single secondary no 334 yes no
#> 2637 31 management single tertiary no 18 no no
#> 2638 43 technician married tertiary no 1485 no no
#> 2639 58 retired married primary no 69 no no
#> 2640 36 management married tertiary no 406 no no
#> 2641 33 blue-collar single primary no 127 yes no
#> 2642 30 services single tertiary no 44 no no
#> 2643 38 entrepreneur single tertiary yes 0 yes no
#> 2644 48 technician married secondary no 504 no yes
#> 2645 35 technician single secondary no 2 no no
#> 2646 36 blue-collar married unknown no -417 yes no
#> 2647 41 admin. single secondary no 1322 yes no
#> 2648 52 management married tertiary no 2578 no no
#> 2649 36 management divorced tertiary no 2397 no no
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#> 2651 42 management married tertiary no 4014 yes no
#> 2652 55 management married tertiary no 86 no no
#> 2653 52 admin. single secondary no 2332 no no
#> 2654 51 entrepreneur married unknown no 3404 no no
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#> 2658 46 management married tertiary no 144 no no
#> 2659 36 services married secondary no 1746 yes no
#> 2660 34 blue-collar married secondary no -185 yes yes
#> 2661 33 entrepreneur married secondary no 3140 yes yes
#> 2662 27 technician single secondary no 629 yes yes
#> 2663 32 services married secondary no 109 yes no
#> 2664 27 management single secondary no 442 yes no
#> 2665 33 blue-collar single secondary no 6285 yes no
#> 2666 50 technician married secondary no 0 yes no
#> 2667 40 blue-collar married secondary no 3316 no no
#> 2668 41 management married tertiary no 1409 no no
#> 2669 25 technician divorced secondary no 86 no yes
#> 2670 37 blue-collar married primary no 53 yes no
#> 2671 54 self-employed married tertiary no 368 no no
#> 2672 39 management married tertiary no -468 yes yes
#> 2673 31 management married tertiary no 777 yes no
#> 2674 30 entrepreneur married secondary no 2551 yes no
#> 2675 67 retired single primary no 491 no no
#> 2676 46 blue-collar married secondary no 2944 no no
#> 2677 26 management single tertiary no 157 yes no
#> 2678 38 admin. single secondary no 245 yes yes
#> 2679 45 management married tertiary no 1847 no no
#> 2680 40 management single tertiary no 269 yes no
#> 2681 29 technician single secondary no 18 no no
#> 2682 38 management married tertiary no 465 yes yes
#> 2683 57 retired married primary no 9367 no no
#> 2684 36 blue-collar married secondary no 142 yes no
#> 2685 20 student single secondary no 291 no no
#> 2686 28 admin. single secondary no 551 no yes
#> 2687 39 technician divorced secondary no 807 yes yes
#> 2688 39 technician married secondary no 616 no no
#> 2689 51 technician married secondary no 371 yes yes
#> 2690 37 technician married secondary no 6384 yes yes
#> 2691 35 admin. single secondary no 2452 yes no
#> 2692 35 management married tertiary no 972 yes yes
#> 2693 34 admin. married tertiary no 10 no no
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#> 2695 34 services married secondary no 798 yes no
#> 2696 30 management married tertiary no 1185 yes no
#> 2697 29 services single secondary no 703 yes no
#> 2698 32 self-employed married primary no 102 yes no
#> 2699 40 blue-collar married unknown no 874 no no
#> 2700 49 blue-collar married primary no 391 yes no
#> 2701 46 entrepreneur married primary no 0 no no
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#> 2935 43 blue-collar married secondary no 1559 yes no
#> 2936 52 blue-collar married secondary no 2206 yes no
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#> 2940 24 blue-collar married secondary no 142 yes yes
#> 2941 43 blue-collar married primary no 2047 yes no
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#> 2943 25 self-employed single tertiary no 557 no no
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#> 2955 29 admin. single secondary no 1751 no no
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#> 2962 60 self-employed married primary no 46 yes no
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#> 2967 48 blue-collar married secondary no 264 no no
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#> 2976 38 admin. married secondary no 8 yes no
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#> 2986 29 technician single secondary no 740 yes no
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#> 3001 55 blue-collar married primary no 663 yes no
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#> 3025 37 technician married secondary no 603 no no
#> 3026 24 blue-collar single secondary no -398 yes no
#> 3027 37 management single tertiary no 105 yes no
#> 3028 30 technician single tertiary no 985 yes no
#> 3029 33 blue-collar married secondary no 0 no no
#> 3030 59 blue-collar married primary no 914 no no
#> 3031 33 management single tertiary no 417 yes no
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#> 3033 40 blue-collar married primary no 1802 yes no
#> 3034 75 self-employed married unknown no 4984 no no
#> 3035 34 blue-collar single secondary no 47 yes no
#> 3036 24 services single secondary no 11 yes no
#> 3037 37 blue-collar single secondary no 277 yes no
#> 3038 51 technician divorced primary no 548 no no
#> 3039 39 admin. married secondary no 2783 yes no
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#> 3041 35 entrepreneur married tertiary no 753 no no
#> 3042 29 management single tertiary no 91 yes no
#> 3043 37 blue-collar married primary no 1534 yes no
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#> 3045 41 services married primary no 373 yes no
#> 3046 32 management single tertiary no 718 yes no
#> 3047 56 blue-collar married secondary no 345 yes no
#> 3048 35 management single tertiary no 4 yes no
#> 3049 37 blue-collar married primary no 0 yes no
#> 3050 31 technician single tertiary no 319 no yes
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#> 3058 33 admin. single tertiary no 12704 yes no
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#> 3060 42 technician married secondary no 525 no no
#> 3061 30 self-employed married tertiary no 1930 no no
#> 3062 28 unemployed single secondary no 16 no no
#> 3063 47 technician married secondary no 826 yes no
#> 3064 27 admin. divorced secondary no 76 yes no
#> 3065 60 housemaid married secondary no 0 no no
#> 3066 58 entrepreneur married primary no 1153 yes yes
#> 3067 39 management married secondary no 0 no no
#> 3068 30 blue-collar single secondary no 23 yes no
#> 3069 60 admin. divorced secondary no 162 no no
#> 3070 42 management married tertiary no 3841 yes no
#> 3071 59 retired married secondary no 2396 no no
#> 3072 38 management married tertiary no 1617 yes no
#> 3073 30 management married tertiary no 131 yes no
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#> 3075 52 retired married secondary no 414 no no
#> 3076 33 management single tertiary no 12686 yes no
#> 3077 50 blue-collar married primary no -522 yes no
#> 3078 35 housemaid single tertiary no 608 yes yes
#> 3079 52 unemployed married secondary no -9 no no
#> 3080 41 blue-collar married secondary no 0 no no
#> 3081 40 technician divorced tertiary no 1871 yes no
#> 3082 34 blue-collar divorced secondary no 0 yes no
#> 3083 26 admin. married secondary no 0 no no
#> 3084 51 technician married secondary no 117 no no
#> 3085 52 management divorced secondary no 944 no yes
#> 3086 37 blue-collar married secondary no 7 yes yes
#> 3087 53 blue-collar married secondary no 25 no no
#> 3088 28 blue-collar single secondary no 1103 yes no
#> 3089 39 services divorced secondary no -718 yes no
#> 3090 26 self-employed single tertiary no 1393 no no
#> 3091 47 services married secondary no 440 yes no
#> 3092 32 entrepreneur married secondary no -25 yes no
#> 3093 35 blue-collar single secondary no 448 no yes
#> 3094 35 blue-collar divorced secondary no 0 no no
#> 3095 31 management single secondary no 783 yes no
#> 3096 54 housemaid married secondary no 209 yes yes
#> 3097 49 blue-collar married secondary no 188 yes no
#> 3098 54 blue-collar married primary no 489 yes yes
#> 3099 33 management married tertiary no 332 yes yes
#> 3100 38 technician single secondary no 1711 no no
#> 3101 34 management single tertiary no 6766 no no
#> 3102 60 technician married tertiary no 91 no no
#> 3103 35 technician married secondary no 4508 yes no
#> 3104 28 unemployed single secondary no 1055 no no
#> 3105 32 blue-collar divorced primary no 88 yes no
#> 3106 48 management divorced tertiary no 174 no no
#> 3107 52 services married tertiary no 1135 yes yes
#> 3108 52 management single tertiary no 597 no no
#> 3109 38 management single tertiary no 455 yes no
#> 3110 39 management married tertiary no 1654 no yes
#> 3111 50 entrepreneur married tertiary no 5420 yes no
#> 3112 30 management single tertiary no 424 no no
#> 3113 26 entrepreneur single tertiary no 81 no no
#> 3114 57 management married primary no 0 no no
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#> 3117 56 retired married primary no 63 no no
#> 3118 49 technician married secondary no -142 yes yes
#> 3119 48 blue-collar divorced primary no -18 yes no
#> 3120 35 blue-collar divorced secondary no 0 yes no
#> 3121 59 management married tertiary no 5397 no no
#> 3122 36 technician single tertiary no 53 no yes
#> 3123 37 services married secondary no 50 yes no
#> 3124 31 admin. single secondary no 144 yes no
#> 3125 35 blue-collar married secondary no 1287 yes no
#> 3126 35 technician married secondary no 14 yes no
#> 3127 38 management married tertiary no -469 yes no
#> 3128 35 blue-collar divorced secondary no 3102 yes no
#> 3129 32 technician single tertiary no 1849 yes no
#> 3130 57 admin. married unknown no 5 no no
#> 3131 44 admin. married secondary no 1206 no no
#> 3132 32 self-employed single secondary no 123 yes no
#> 3133 26 student single unknown no -41 yes no
#> 3134 30 services single secondary no 1649 yes no
#> 3135 32 blue-collar married secondary no -428 yes no
#> 3136 59 retired married primary no -411 no no
#> 3137 70 retired married unknown no 647 no no
#> 3138 30 blue-collar single primary no 334 no no
#> 3139 39 entrepreneur married secondary no 580 yes no
#> 3140 27 technician single secondary no 41 yes yes
#> 3141 60 blue-collar married unknown no 104 yes no
#> 3142 35 self-employed married tertiary no 980 no no
#> 3143 43 technician divorced secondary no -36 yes no
#> 3144 73 retired divorced secondary no 1092 no no
#> 3145 35 management single tertiary no 71 yes no
#> 3146 41 services married secondary no 510 yes no
#> 3147 33 technician married secondary no 1072 no yes
#> 3148 34 entrepreneur married tertiary no 121 yes no
#> 3149 30 technician married unknown yes -315 yes no
#> 3150 34 admin. married secondary no 287 yes no
#> 3151 39 blue-collar single secondary no 175 no no
#> 3152 44 admin. divorced secondary no 0 no no
#> 3153 30 blue-collar single secondary no 906 yes yes
#> 3154 30 technician married secondary no -280 yes no
#> 3155 44 services married secondary no 0 yes yes
#> 3156 49 admin. married secondary no 1096 yes no
#> 3157 36 unemployed divorced secondary no 2178 yes no
#> 3158 31 self-employed married tertiary no 0 yes no
#> 3159 42 blue-collar divorced primary no 103 yes no
#> 3160 58 unknown married primary no 15 no no
#> 3161 31 admin. married secondary no 1262 yes no
#> 3162 42 unemployed married secondary no 1289 no no
#> 3163 25 technician married tertiary no 839 yes no
#> 3164 42 management married tertiary no 1680 yes no
#> 3165 38 blue-collar married secondary no 1102 yes no
#> 3166 52 unemployed married secondary no 2142 no no
#> 3167 44 blue-collar single primary no 1593 yes no
#> 3168 43 management single tertiary no 359 yes no
#> 3169 36 management married tertiary no 8277 yes no
#> 3170 25 blue-collar single secondary no 335 yes no
#> 3171 45 blue-collar married secondary no -96 no no
#> 3172 28 blue-collar married primary no 0 yes yes
#> 3173 45 admin. married secondary no 251 yes no
#> 3174 35 management married tertiary no 697 no no
#> 3175 43 blue-collar married unknown no 245 yes yes
#> 3176 50 blue-collar married primary no 180 yes no
#> 3177 36 admin. single secondary no 587 yes no
#> 3178 44 blue-collar married secondary no 88 yes no
#> 3179 49 admin. single secondary no 0 no no
#> 3180 37 housemaid divorced primary no 0 yes yes
#> 3181 42 blue-collar married primary no 1556 no yes
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#> 3183 32 technician single tertiary no 190 yes yes
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#> 3187 54 blue-collar married secondary no 1291 yes no
#> 3188 34 technician single tertiary no 612 no no
#> 3189 41 services single secondary no 397 yes no
#> 3190 31 admin. single secondary no 507 yes no
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#> 3192 44 management married tertiary no -61 no no
#> 3193 24 services married secondary no 183 yes no
#> 3194 38 management married tertiary no 272 yes no
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#> 3196 36 entrepreneur divorced secondary no 2996 yes no
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#> 3199 71 retired married tertiary no 2651 no no
#> 3200 47 admin. married secondary no 1210 no no
#> 3201 52 management married tertiary no 583 no no
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#> 3203 40 management divorced tertiary no -78 yes no
#> 3204 30 services married secondary no 1743 yes no
#> 3205 35 management single secondary no 0 no no
#> 3206 38 technician married secondary no 508 yes no
#> 3207 52 blue-collar married primary no 779 yes no
#> 3208 49 management married tertiary no 3840 yes no
#> 3209 59 management single tertiary no 911 no yes
#> 3210 47 services divorced primary no 91 yes no
#> 3211 43 blue-collar married primary no 632 yes no
#> 3212 25 technician single secondary no 102 no yes
#> 3213 26 blue-collar single primary no 619 yes yes
#> 3214 45 services married secondary no 507 no yes
#> 3215 26 technician single tertiary no 1216 yes no
#> 3216 67 retired married primary no 4416 no no
#> 3217 32 management married tertiary no 1544 yes no
#> 3218 83 housemaid married primary no 2140 no no
#> 3219 28 blue-collar married unknown no 486 yes no
#> 3220 39 blue-collar married primary no 519 yes yes
#> 3221 41 services married secondary no 0 yes yes
#> 3222 47 self-employed married secondary no 2830 yes no
#> 3223 49 management divorced tertiary no 20727 no no
#> 3224 59 blue-collar married secondary no 448 no no
#> 3225 25 management single tertiary no 145 no no
#> 3226 57 blue-collar married primary no 630 yes no
#> 3227 50 blue-collar married secondary no 170 yes yes
#> 3228 26 blue-collar single secondary no 339 yes no
#> 3229 42 technician single secondary no 1882 yes no
#> 3230 33 management single tertiary no 206 no no
#> 3231 29 blue-collar married primary no 1280 yes no
#> 3232 55 blue-collar married secondary no 0 no no
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#> 3236 38 housemaid divorced secondary no 216 no no
#> 3237 42 management single tertiary no 1608 no no
#> 3238 29 services single tertiary no 1788 no no
#> 3239 34 admin. married secondary no 19 yes yes
#> 3240 25 student single tertiary no 58 no no
#> 3241 27 admin. married secondary no 1417 yes no
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#> 3245 38 technician married secondary no 0 no no
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#> 3247 35 entrepreneur married tertiary no 2723 yes yes
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#> 3251 54 self-employed married secondary no 153 yes no
#> 3252 32 technician married secondary no 0 yes no
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#> 3254 30 admin. married secondary no 1589 yes no
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#> 3258 56 admin. divorced secondary no 3337 yes no
#> 3259 72 retired married primary no 0 no no
#> 3260 46 blue-collar married primary no 633 yes no
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#> 3263 51 technician married tertiary no 825 no no
#> 3264 32 management married tertiary no 184 yes no
#> 3265 32 blue-collar married secondary no 944 no no
#> 3266 51 blue-collar married primary yes -283 yes no
#> 3267 31 unemployed single secondary no 209 yes no
#> 3268 33 technician divorced secondary no 751 yes no
#> 3269 38 technician divorced tertiary no 1425 yes no
#> 3270 39 blue-collar married secondary no 1254 yes no
#> 3271 33 blue-collar married secondary no 327 yes no
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#> 3274 59 retired married unknown no 7586 no no
#> 3275 25 blue-collar single secondary yes 15 yes no
#> 3276 36 blue-collar single secondary no 2390 yes no
#> 3277 33 entrepreneur married secondary no 135 yes no
#> 3278 46 entrepreneur married secondary no 757 no no
#> 3279 43 entrepreneur married secondary no 0 yes no
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#> 3287 58 admin. married primary no 879 yes no
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#> 3291 42 technician married tertiary no 246 yes no
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#> 3297 69 retired married primary no 324 no no
#> 3298 51 blue-collar single primary no 60 no no
#> 3299 30 technician married secondary no 616 yes no
#> 3300 33 unemployed single tertiary no 617 no no
#> 3301 34 admin. single tertiary no 18 yes no
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#> 3303 45 housemaid married secondary no 360 no no
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#> 3305 39 technician single tertiary no 1674 no no
#> 3306 58 management married tertiary no 1016 no no
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#> 3308 34 services married secondary no -451 yes yes
#> 3309 36 management single tertiary no 124 yes no
#> 3310 40 management married secondary no 752 no yes
#> 3311 33 management single tertiary no 215 yes no
#> 3312 55 retired married secondary no -185 no yes
#> 3313 45 self-employed married secondary no -124 no no
#> 3314 31 student single secondary no 93 no no
#> 3315 51 services married secondary no 144 no yes
#> 3316 54 technician divorced secondary no 255 yes no
#> 3317 48 retired married primary no 1591 no no
#> 3318 28 admin. divorced secondary no 451 yes no
#> 3319 57 blue-collar married primary no 162 yes no
#> 3320 60 retired married secondary no 597 no no
#> 3321 51 blue-collar married primary no 230 yes no
#> 3322 47 admin. married secondary no 70 yes no
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#> 3326 41 technician married secondary no -329 no no
#> 3327 30 technician single tertiary no 419 yes yes
#> 3328 45 entrepreneur married unknown no 3133 yes yes
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#> 3330 31 services married secondary no 1004 no no
#> 3331 25 admin. single tertiary no 760 yes no
#> 3332 34 management married tertiary no 0 no no
#> 3333 55 blue-collar married primary no 3957 no yes
#> 3334 29 admin. single secondary no 428 yes yes
#> 3335 58 self-employed married tertiary no 327 no yes
#> 3336 30 admin. married secondary no 401 no no
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#> 3340 44 management married tertiary no 839 no no
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#> 3343 34 management married tertiary no 581 yes no
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#> 3347 55 technician married secondary no 77 yes no
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#> 3350 55 admin. married secondary no 183 yes no
#> 3351 45 technician married secondary no 1441 yes no
#> 3352 36 blue-collar married secondary no 975 yes no
#> 3353 56 services single secondary no -40 yes no
#> 3354 38 admin. married secondary no 545 no no
#> 3355 29 management married tertiary no 55 yes no
#> 3356 30 blue-collar married primary no 5956 yes yes
#> 3357 28 services married secondary no 1214 no no
#> 3358 56 management married primary no 7747 no no
#> 3359 49 blue-collar married primary no 3028 yes no
#> 3360 58 retired divorced tertiary no 5253 no no
#> 3361 59 retired married secondary no 3382 yes no
#> 3362 36 management single tertiary no 442 yes yes
#> 3363 53 management married tertiary no 7067 no no
#> 3364 55 blue-collar married primary no 135 yes no
#> 3365 33 blue-collar divorced secondary no -131 yes no
#> 3366 48 blue-collar married secondary no 893 no no
#> 3367 32 blue-collar married secondary no 0 yes yes
#> 3368 26 management single tertiary no 1438 no no
#> 3369 56 unemployed divorced primary no 282 no no
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#> 3371 50 services single secondary no 321 no no
#> 3372 40 entrepreneur married tertiary no 1089 yes yes
#> 3373 46 services married secondary no 244 no no
#> 3374 36 entrepreneur married secondary no 546 no no
#> 3375 48 management married tertiary no 4006 no no
#> 3376 54 housemaid divorced tertiary no 1241 no no
#> 3377 52 management married primary no 324 no no
#> 3378 38 blue-collar married primary no 190 yes no
#> 3379 41 blue-collar married secondary no 1885 yes no
#> 3380 37 management married tertiary no 142 no no
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#> 3383 30 technician married secondary no -287 yes no
#> 3384 45 technician married tertiary no 2359 no no
#> 3385 68 retired married secondary no 1316 no no
#> 3386 25 services single secondary no -439 yes no
#> 3387 27 blue-collar married primary no 0 no no
#> 3388 44 blue-collar married secondary no 1071 yes no
#> 3389 27 management single tertiary no 831 yes no
#> 3390 29 blue-collar single secondary no 445 yes no
#> 3391 37 services single secondary no 253 yes yes
#> 3392 52 admin. married secondary no -462 yes no
#> 3393 58 retired married primary no 1241 no no
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#> 3396 37 blue-collar married primary no -29 yes yes
#> 3397 30 admin. single secondary no 1223 yes no
#> 3398 34 housemaid single secondary no 1408 yes no
#> 3399 26 technician single secondary no 7 yes no
#> 3400 55 management single unknown no 111 no no
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#> 3402 40 management divorced tertiary no 823 no no
#> 3403 32 management single tertiary no 1131 yes no
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#> 3405 45 entrepreneur married secondary no 4688 no no
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#> 3407 57 retired married tertiary no 478 no no
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#> 3409 30 technician married secondary no 0 yes no
#> 3410 40 services married secondary no 1358 no no
#> 3411 53 management single tertiary no 0 no no
#> 3412 33 technician married secondary yes 72 yes no
#> 3413 40 technician single secondary no 34 no no
#> 3414 41 management single tertiary no 1253 no no
#> 3415 50 management married tertiary no 2488 yes no
#> 3416 31 admin. single tertiary no 253 yes no
#> 3417 49 admin. married unknown no 1101 no no
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#> 3419 60 technician married primary no 4243 yes no
#> 3420 34 technician married tertiary no 2069 no no
#> 3421 32 technician married unknown no 1879 no no
#> 3422 53 retired married secondary no 357 no no
#> 3423 34 blue-collar married secondary no 277 no yes
#> 3424 29 admin. single secondary no 171 yes no
#> 3425 38 blue-collar married secondary no 35 yes no
#> 3426 31 technician single tertiary no 127 yes no
#> 3427 37 blue-collar married primary no 5643 yes no
#> 3428 30 services single secondary no 148 no yes
#> 3429 32 blue-collar single primary no 18 yes yes
#> 3430 30 self-employed single secondary no 280 no no
#> 3431 41 technician married tertiary no 354 no no
#> 3432 47 management married tertiary no 1493 no no
#> 3433 34 technician single secondary no 1866 no no
#> 3434 38 blue-collar married secondary no 1165 yes no
#> 3435 41 technician divorced secondary no 1545 no yes
#> 3436 27 technician single tertiary no 434 yes no
#> 3437 33 student married tertiary no 476 yes no
#> 3438 38 services single secondary no 322 yes no
#> 3439 41 management married tertiary no 2031 yes no
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#> 3442 36 services married secondary no 0 yes no
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#> 3444 59 management married tertiary no 101 no yes
#> 3445 35 management single tertiary no 4788 yes no
#> 3446 43 unknown single unknown no 181 no no
#> 3447 50 blue-collar divorced primary no -333 no yes
#> 3448 24 services single secondary no 0 no no
#> 3449 32 technician married tertiary no 500 no no
#> 3450 41 technician married secondary no 1043 yes yes
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#> 3452 50 retired single primary no 208 no no
#> 3453 40 management married secondary no 1576 yes yes
#> 3454 50 management married tertiary no 346 no no
#> 3455 63 blue-collar married secondary no 641 no no
#> 3456 31 technician divorced secondary no 105 yes no
#> 3457 34 services married secondary no 1337 no no
#> 3458 28 blue-collar single secondary no 121 no no
#> 3459 32 technician married secondary no -410 yes yes
#> 3460 32 blue-collar married secondary yes -1 yes no
#> 3461 52 services married primary no -585 yes yes
#> 3462 43 unknown married primary no 2113 no no
#> 3463 43 unemployed married tertiary no 58 yes no
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#> 3465 47 technician married tertiary no 1115 yes no
#> 3466 52 management married tertiary no 4173 no yes
#> 3467 37 self-employed married secondary no 2203 no yes
#> 3468 31 management single tertiary no 15 no no
#> 3469 40 housemaid married secondary no 4136 yes no
#> 3470 42 management married tertiary no 261 no no
#> 3471 33 blue-collar married primary no 392 yes no
#> 3472 40 retired single secondary no 1400 no no
#> 3473 51 management married tertiary no 615 yes no
#> 3474 53 unemployed single secondary no 4 no no
#> 3475 36 management single tertiary no 339 no no
#> 3476 34 technician married secondary no 1553 no no
#> 3477 30 management married tertiary no 14 no no
#> 3478 29 blue-collar married primary no 258 yes no
#> 3479 38 admin. married primary no 3 yes yes
#> 3480 41 blue-collar married primary no 620 no no
#> 3481 33 management single tertiary no -67 yes no
#> 3482 28 services single secondary no 430 yes no
#> 3483 47 unknown married unknown no 270 no no
#> 3484 36 admin. single secondary no 1328 no no
#> 3485 57 blue-collar married primary no 93 yes no
#> 3486 36 management married secondary no 1825 yes no
#> 3487 51 technician married unknown no 573 yes yes
#> 3488 51 blue-collar married primary no 541 no no
#> 3489 40 blue-collar married primary no 2133 yes yes
#> 3490 45 technician single secondary no 410 yes no
#> 3491 52 admin. married secondary no 2347 no yes
#> 3492 35 entrepreneur single tertiary no 145 yes no
#> 3493 33 unemployed married secondary yes -108 yes yes
#> 3494 38 admin. divorced secondary no 382 yes no
#> 3495 36 blue-collar married secondary no 13 no no
#> 3496 75 retired married primary no 3504 no no
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#> 3499 31 blue-collar married secondary no 136 no no
#> 3500 56 unemployed married secondary no 12 no no
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#> 3503 30 technician married secondary no -910 yes no
#> 3504 56 services married secondary no 1150 no yes
#> 3505 35 blue-collar married secondary no -102 yes no
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#> 3508 67 self-employed married tertiary no 1979 no no
#> 3509 38 management married tertiary no 0 yes no
#> 3510 37 management divorced tertiary yes -1 yes yes
#> 3511 57 blue-collar married secondary no 8195 yes no
#> 3512 35 entrepreneur married secondary no 24 yes no
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#> 3515 37 blue-collar married primary no 3517 yes no
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#> 3518 55 admin. married secondary no 128 no no
#> 3519 40 blue-collar married primary no 0 yes no
#> 3520 41 blue-collar married primary no 5560 yes no
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#> 3527 38 admin. married secondary no 257 yes no
#> 3528 33 entrepreneur married secondary yes -54 no yes
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#> 3535 38 management married tertiary no 0 yes no
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#> 3537 49 blue-collar married primary yes -98 yes no
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#> 3541 33 technician single secondary no 2481 no no
#> 3542 28 blue-collar single secondary no 2845 yes no
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#> 3546 60 retired divorced secondary no 514 no no
#> 3547 31 admin. single secondary no 40 no no
#> 3548 32 blue-collar single secondary no 760 yes no
#> 3549 53 admin. married secondary no 1796 no no
#> 3550 28 self-employed single tertiary no 0 yes no
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#> 3553 78 retired married unknown no 3208 no no
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#> 3555 27 admin. married tertiary no 73 no no
#> 3556 51 blue-collar married primary no 0 yes no
#> 3557 52 blue-collar married primary no -27 no no
#> 3558 49 self-employed married secondary no 358 yes yes
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#> 3560 58 services married secondary no 1667 yes yes
#> 3561 36 management married tertiary no 255 no no
#> 3562 58 blue-collar married secondary no 2592 yes no
#> 3563 51 housemaid married primary no 1275 no no
#> 3564 42 technician married secondary no 3228 no no
#> 3565 37 management married tertiary no 2401 no no
#> 3566 44 blue-collar married secondary no 3610 yes no
#> 3567 38 blue-collar divorced secondary no 727 yes no
#> 3568 34 blue-collar married secondary no 452 yes no
#> 3569 31 unemployed single tertiary no 1489 yes no
#> 3570 32 services single secondary no 81 yes no
#> 3571 54 management divorced tertiary no -125 no yes
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#> 3573 40 housemaid married secondary no 864 no no
#> 3574 30 services single secondary no 187 yes no
#> 3575 43 entrepreneur married secondary no 0 no no
#> 3576 39 management married tertiary no 21111 yes no
#> 3577 29 management single tertiary no 21 yes no
#> 3578 46 blue-collar single secondary no 76 yes no
#> 3579 28 technician single secondary no 154 yes no
#> 3580 50 management married tertiary no 4654 no no
#> 3581 29 technician single secondary no 359 yes no
#> 3582 39 blue-collar married secondary no 648 yes no
#> 3583 38 technician married secondary no 0 yes no
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#> 3585 54 self-employed divorced primary no 351 yes no
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#> 3587 50 self-employed married secondary no 0 yes no
#> 3588 30 technician single secondary no 18 no no
#> 3589 49 management married tertiary no 350 no no
#> 3590 40 admin. single secondary no 419 no yes
#> 3591 42 blue-collar single secondary no 419 no no
#> 3592 52 management married tertiary no 4675 no no
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#> 3595 26 technician single secondary no 174 yes no
#> 3596 36 blue-collar single secondary no 507 yes no
#> 3597 29 management single secondary no 0 yes no
#> 3598 42 blue-collar married secondary no 1657 yes yes
#> 3599 47 technician married secondary no 2394 no yes
#> 3600 33 management single secondary no -298 no no
#> 3601 34 admin. married secondary no -44 yes yes
#> 3602 57 technician married secondary no 1070 no no
#> 3603 36 blue-collar married secondary no 274 yes no
#> 3604 57 admin. married secondary no 16873 no no
#> 3605 36 admin. married secondary no 786 yes yes
#> 3606 29 technician single secondary no 525 yes no
#> 3607 32 technician single secondary no 35 no no
#> 3608 30 admin. single secondary no 223 yes no
#> 3609 41 admin. married primary no -306 yes no
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#> 3612 41 unemployed divorced primary no 487 no no
#> 3613 36 management married secondary no 873 yes no
#> 3614 35 management married tertiary no 267 yes no
#> 3615 63 blue-collar married primary no 115 no no
#> 3616 25 technician single secondary no -55 yes yes
#> 3617 33 blue-collar married secondary no 0 yes yes
#> 3618 37 services married secondary no 4760 yes no
#> 3619 28 entrepreneur single tertiary no 219 yes no
#> 3620 43 blue-collar married secondary no 232 yes no
#> 3621 34 blue-collar married secondary no 0 yes no
#> 3622 26 technician single secondary no -525 yes yes
#> 3623 57 technician married tertiary no -1 no no
#> 3624 20 student single secondary no 1191 no no
#> 3625 52 management married tertiary no 7192 no no
#> 3626 39 services single tertiary no 410 no no
#> 3627 32 services married secondary no 0 yes no
#> 3628 54 admin. single secondary no 15 yes no
#> 3629 39 services married secondary no 18 yes yes
#> 3630 31 blue-collar single secondary no 530 no yes
#> 3631 25 student single secondary no 715 no no
#> 3632 59 technician married secondary no 478 no no
#> 3633 39 admin. single secondary no 470 yes no
#> 3634 47 technician married secondary no 11 no no
#> 3635 22 services single primary no 35 yes no
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#> 3637 37 services married secondary no 655 no no
#> 3638 52 services divorced secondary no 43 yes yes
#> 3639 28 admin. single secondary no 392 yes yes
#> 3640 46 services married secondary no 0 yes no
#> 3641 30 admin. single secondary no 523 no yes
#> 3642 30 technician married tertiary no 1338 yes yes
#> 3643 34 admin. single secondary no 239 no no
#> 3644 51 housemaid married primary no 1521 no no
#> 3645 46 entrepreneur married tertiary no 0 yes yes
#> 3646 70 retired married secondary no 2815 no no
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#> 3648 32 technician single tertiary no 0 yes no
#> 3649 32 blue-collar single primary no 60 yes no
#> 3650 50 management married secondary no 0 yes no
#> 3651 38 admin. married secondary no 505 yes yes
#> 3652 32 admin. single tertiary no 8866 no no
#> 3653 30 blue-collar single secondary no 1472 yes no
#> 3654 39 blue-collar married secondary no -99 no no
#> 3655 30 technician single primary no 2731 yes no
#> 3656 44 entrepreneur married secondary no -165 yes yes
#> 3657 45 blue-collar married primary no 2128 yes no
#> 3658 56 self-employed married secondary no 800 no yes
#> 3659 37 management married tertiary no 1330 yes no
#> 3660 30 blue-collar married primary no 837 yes no
#> 3661 54 services married primary no 8 yes no
#> 3662 53 admin. married secondary no -375 yes no
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#> 3664 36 management married tertiary no 162 yes no
#> 3665 43 entrepreneur single tertiary no 42 no no
#> 3666 52 housemaid married primary no 335 no no
#> 3667 48 blue-collar married secondary no 10724 no no
#> 3668 39 management single tertiary no 416 no no
#> 3669 35 blue-collar married unknown no 4822 yes no
#> 3670 76 retired divorced primary no 3049 no no
#> 3671 40 services married secondary no 191 yes no
#> 3672 57 retired married primary no 4908 no no
#> 3673 59 blue-collar married primary no -546 no no
#> 3674 45 housemaid married secondary no 698 yes no
#> 3675 37 technician married tertiary no 143 no no
#> 3676 28 technician single tertiary no -481 yes yes
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#> 3678 45 blue-collar married primary no 292 yes no
#> 3679 58 housemaid married primary no 4605 no no
#> 3680 30 blue-collar married secondary no -529 yes no
#> 3681 48 blue-collar married secondary no 1738 yes no
#> 3682 61 self-employed married tertiary no 4162 no no
#> 3683 34 management single secondary no 524 no no
#> 3684 43 technician divorced tertiary no 101 no no
#> 3685 44 technician single secondary no 2403 yes no
#> 3686 29 blue-collar married primary no 50 no no
#> 3687 37 blue-collar married primary no 357 yes no
#> 3688 41 unemployed divorced secondary no 1281 no no
#> 3689 34 technician married secondary no 1795 yes no
#> 3690 40 blue-collar married primary no 98 yes no
#> 3691 59 self-employed married tertiary no 2013 no no
#> 3692 35 self-employed married tertiary no 506 no no
#> 3693 58 management divorced tertiary no 1573 yes yes
#> 3694 20 services single secondary no -103 yes no
#> 3695 55 technician divorced secondary no 184 no no
#> 3696 51 blue-collar married secondary no 955 no yes
#> 3697 31 self-employed single tertiary no 1788 no no
#> 3698 52 management married tertiary no 547 no no
#> 3699 31 management single tertiary no 62 yes no
#> 3700 34 blue-collar married secondary no 1575 yes no
#> 3701 32 management single tertiary no 623 no no
#> 3702 36 admin. single secondary no 47 no yes
#> 3703 41 blue-collar married secondary no 1293 no no
#> 3704 34 blue-collar married secondary no 1221 yes no
#> 3705 25 blue-collar single secondary no -143 yes yes
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#> 3707 52 blue-collar married secondary no -98 yes no
#> 3708 34 management single tertiary no -292 yes no
#> 3709 31 blue-collar married primary no 347 no no
#> 3710 57 admin. married secondary no 5888 no yes
#> 3711 29 admin. single tertiary no 41 yes no
#> 3712 27 technician single tertiary no 372 yes yes
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#> 3715 59 services married secondary no 33 yes no
#> 3716 31 admin. single secondary no 358 yes no
#> 3717 56 admin. married secondary no 370 no no
#> 3718 30 services single secondary no 179 yes no
#> 3719 30 admin. single secondary no 239 yes no
#> 3720 32 management married tertiary no 393 no no
#> 3721 39 services married secondary no 949 yes no
#> 3722 46 self-employed married tertiary no 917 no no
#> 3723 29 management single tertiary no 765 no no
#> 3724 57 technician married secondary no 0 no no
#> 3725 46 admin. divorced secondary no -637 yes no
#> 3726 37 unemployed married primary no 3051 yes no
#> 3727 55 management divorced tertiary no 5399 no yes
#> 3728 42 blue-collar married primary no -10 yes no
#> 3729 53 unemployed married secondary no 2248 yes no
#> 3730 40 blue-collar married secondary no 718 yes yes
#> 3731 32 services single secondary no 385 yes no
#> 3732 44 management married tertiary no 6203 yes yes
#> 3733 60 housemaid married primary no 1043 no no
#> 3734 24 student single secondary no 1847 no no
#> 3735 41 blue-collar married primary no 348 yes no
#> 3736 40 admin. married secondary no 100 yes no
#> 3737 31 blue-collar married primary no 4728 yes no
#> 3738 35 entrepreneur single tertiary no 16 no no
#> 3739 32 blue-collar married secondary no 157 yes no
#> 3740 32 blue-collar married secondary no 14 yes no
#> 3741 39 management married tertiary yes 47 no no
#> 3742 40 blue-collar single primary no 446 yes no
#> 3743 39 blue-collar divorced secondary no 94 yes no
#> 3744 36 management divorced tertiary no 563 no no
#> 3745 40 management married tertiary no 1468 no no
#> 3746 60 retired married primary no 60 yes no
#> 3747 52 housemaid married primary no 1466 no yes
#> 3748 42 technician single tertiary no -411 yes no
#> 3749 39 management divorced secondary no 132 yes no
#> 3750 31 blue-collar married secondary no 990 yes yes
#> 3751 57 services married secondary no 4 no no
#> 3752 30 services single secondary no 3405 no no
#> 3753 30 technician single tertiary no 106 yes no
#> 3754 69 retired divorced secondary no 6850 no no
#> 3755 39 management single secondary no 1877 yes no
#> 3756 27 admin. divorced secondary no 0 no yes
#> 3757 30 entrepreneur single tertiary no -63 yes no
#> 3758 35 admin. married secondary no 69 yes yes
#> 3759 41 unemployed married primary no 819 no no
#> 3760 41 admin. divorced secondary no 2970 no yes
#> 3761 32 entrepreneur married secondary no 604 no no
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#> 3866 43 management married tertiary no 40 no no
#> 3867 33 blue-collar married secondary no 372 yes no
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#> 3869 33 management single tertiary no 417 yes no
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#> 3875 38 blue-collar married primary no 0 no no
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#> 3879 53 technician married secondary no -46 no no
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#> 3890 46 admin. married unknown no 0 yes no
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#> 3899 52 technician single secondary no 36 yes no
#> 3900 30 technician married secondary no 371 no no
#> 3901 32 housemaid married secondary no 216 no yes
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#> 3907 46 unknown single secondary no 0 no no
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#> 3909 27 blue-collar married primary no -413 no yes
#> 3910 47 technician married secondary no 0 no no
#> 3911 30 blue-collar single secondary no 80 yes yes
#> 3912 35 management single tertiary no 0 no no
#> 3913 34 blue-collar married primary no 161 yes yes
#> 3914 47 management married tertiary no 0 yes no
#> 3915 29 technician single tertiary no 323 no no
#> 3916 26 blue-collar married secondary no 624 yes no
#> 3917 34 management married tertiary no 1557 yes yes
#> 3918 59 retired married secondary no 56 no no
#> 3919 38 admin. single secondary no 3239 no no
#> 3920 45 blue-collar married secondary no 4022 yes no
#> 3921 31 technician single tertiary no 4979 no yes
#> 3922 31 blue-collar single secondary no 509 yes no
#> 3923 48 technician married secondary no 1526 no no
#> 3924 30 technician single secondary no 2734 no no
#> 3925 53 entrepreneur single secondary no 62 yes no
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#> 3928 46 entrepreneur married secondary no 0 yes yes
#> 3929 28 blue-collar married secondary no 1958 yes no
#> 3930 33 management single tertiary yes -5 no no
#> 3931 38 technician single tertiary no 38 no no
#> 3932 33 blue-collar married primary no 240 yes no
#> 3933 52 blue-collar married primary no 2144 yes no
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#> 3935 39 blue-collar married primary no 7304 yes no
#> 3936 32 management single tertiary no 813 no no
#> 3937 55 blue-collar married primary no 828 yes no
#> 3938 51 blue-collar married primary no 21614 no no
#> 3939 82 retired married tertiary no 278 no no
#> 3940 36 blue-collar married secondary no 79 yes yes
#> 3941 55 housemaid married primary no 2152 no no
#> 3942 43 blue-collar married secondary no 1311 yes no
#> 3943 33 admin. married secondary no 4012 no yes
#> 3944 44 technician married tertiary no 564 yes no
#> 3945 47 services married secondary no 5 no no
#> 3946 36 blue-collar married secondary no 141 yes no
#> 3947 32 blue-collar married secondary no 4 yes yes
#> 3948 60 technician married secondary no 1139 no no
#> 3949 59 retired married primary no 3079 no no
#> 3950 33 blue-collar married primary yes -542 yes no
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#> 3952 48 management married tertiary yes -13 yes no
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#> 3954 30 services single secondary no -114 yes no
#> 3955 39 management married tertiary no 1802 no no
#> 3956 41 blue-collar married primary no 1172 yes no
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#> 3961 32 blue-collar married secondary no 5075 yes no
#> 3962 55 housemaid divorced unknown no 603 no no
#> 3963 30 blue-collar married secondary no 578 yes yes
#> 3964 42 management married tertiary no 2187 yes no
#> 3965 34 management single tertiary no 1891 yes no
#> 3966 28 management single tertiary no 637 yes no
#> 3967 35 admin. married secondary no 3863 yes no
#> 3968 34 blue-collar married secondary no 152 no no
#> 3969 33 management married tertiary no 110 yes yes
#> 3970 40 management married tertiary no 24450 no no
#> 3971 67 retired married unknown no 696 no no
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#> 3973 44 management single tertiary no 295 yes no
#> 3974 32 management single tertiary no 2551 yes no
#> 3975 28 technician single secondary no 280 yes no
#> 3976 28 admin. single secondary no -7 no yes
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#> 3978 29 technician single tertiary no 47 yes no
#> 3979 50 management married tertiary no 5124 yes no
#> 3980 32 blue-collar single secondary no -578 no no
#> 3981 58 blue-collar married unknown no 2516 yes no
#> 3982 24 services married tertiary no 0 yes no
#> 3983 52 technician married secondary no 230 yes yes
#> 3984 33 entrepreneur married primary no 82 yes no
#> 3985 40 management married tertiary no 542 yes no
#> 3986 37 admin. married secondary no 1967 no no
#> 3987 41 services married secondary no 471 yes no
#> 3988 32 entrepreneur married primary no 3083 no no
#> 3989 43 admin. married secondary no 0 yes no
#> 3990 34 admin. married secondary no 75 yes yes
#> 3991 38 entrepreneur married secondary no 680 yes no
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#> 3993 52 management single tertiary no 556 no no
#> 3994 40 management single tertiary no 269 yes no
#> 3995 34 admin. married tertiary no 2552 yes yes
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#> 3997 37 technician married secondary no 135 yes no
#> 3998 36 student single tertiary no 129 no no
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#> 4000 45 blue-collar single secondary yes 0 yes no
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#> 4005 24 student married unknown no 146 no no
#> 4006 60 admin. divorced secondary no 663 no yes
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#> 4008 57 technician married secondary no 3240 yes no
#> 4009 56 retired married secondary no -1 yes no
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#> 4011 43 entrepreneur married primary no 629 yes no
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#> 4013 36 technician married tertiary no 4932 yes no
#> 4014 38 retired single secondary no 44 no no
#> 4015 47 management married primary no 1122 yes no
#> 4016 37 admin. married secondary no 1123 no yes
#> 4017 53 entrepreneur married tertiary no 1046 yes yes
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#> 4020 50 management divorced tertiary no 100 yes yes
#> 4021 51 management married tertiary no -516 yes no
#> 4022 50 management married secondary yes 421 no no
#> 4023 36 technician single secondary no 966 no no
#> 4024 50 admin. single secondary no 424 yes no
#> 4025 31 admin. married secondary no 879 yes no
#> 4026 30 management married tertiary no 419 yes no
#> 4027 68 retired married tertiary no 2820 no no
#> 4028 29 admin. married tertiary no 26 yes no
#> 4029 30 blue-collar married primary no 9194 yes no
#> 4030 36 management married tertiary no 3770 yes no
#> 4031 39 blue-collar married primary no 292 no no
#> 4032 26 self-employed married secondary yes 254 yes yes
#> 4033 52 blue-collar single secondary no 359 yes no
#> 4034 33 self-employed married secondary no 711 yes no
#> 4035 32 technician single secondary no 210 yes no
#> 4036 43 management married tertiary no 657 no no
#> 4037 50 blue-collar married secondary no 9585 yes no
#> 4038 55 retired married secondary no 103 yes yes
#> 4039 47 blue-collar married primary no 1756 yes no
#> 4040 40 admin. single secondary no 739 yes no
#> 4041 41 housemaid married secondary no 876 no no
#> 4042 28 blue-collar single secondary no 2700 no no
#> 4043 53 blue-collar married primary no 436 yes no
#> 4044 31 self-employed married tertiary no 1015 no no
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#> 4046 35 admin. married secondary no 214 yes yes
#> 4047 38 admin. divorced secondary no 308 yes no
#> 4048 29 self-employed single tertiary no 5406 no no
#> 4049 34 technician single secondary no 1259 yes no
#> 4050 55 management married primary no 621 no yes
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#> 4054 31 management single tertiary no 1494 no no
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#> 4056 40 management married tertiary no 185 no no
#> 4057 30 technician married secondary no 455 yes no
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#> 4060 46 housemaid married primary no 1175 no no
#> 4061 34 management single tertiary no 431 no no
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#> 4064 27 unemployed single secondary no 259 yes no
#> 4065 44 services married primary no 3 yes no
#> 4066 50 management married tertiary no 11528 yes no
#> 4067 44 management married tertiary no 167 no no
#> 4068 39 technician married secondary no 0 no no
#> 4069 38 blue-collar married secondary no 2685 no no
#> 4070 33 services single secondary no 310 yes no
#> 4071 48 blue-collar single primary no 1938 yes no
#> 4072 30 blue-collar married secondary no 4389 yes no
#> 4073 24 technician single secondary no 139 no no
#> 4074 31 services married secondary no 288 no no
#> 4075 42 blue-collar married secondary no 1 no no
#> 4076 32 management single tertiary no 19985 no no
#> 4077 59 retired divorced secondary no 337 yes no
#> 4078 33 unemployed single secondary no 177 no no
#> 4079 40 blue-collar married primary no 3462 yes no
#> 4080 28 technician married secondary no 58 yes no
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#> 4082 47 admin. single secondary no 3531 yes no
#> 4083 44 management married tertiary no 6945 no no
#> 4084 38 technician married tertiary no 1997 yes no
#> 4085 52 services married secondary no 145 no no
#> 4086 33 technician married tertiary no 1126 yes no
#> 4087 33 admin. divorced secondary no 1762 yes no
#> 4088 59 technician married secondary no 283 no no
#> 4089 48 technician married tertiary no 150 yes no
#> 4090 32 blue-collar single primary no 7 yes no
#> 4091 35 services married secondary no 1453 yes no
#> 4092 51 management married tertiary no 0 yes no
#> 4093 48 services single primary no -139 no no
#> 4094 43 blue-collar married secondary no 408 yes no
#> 4095 56 unemployed divorced primary no 109 no no
#> 4096 33 management single tertiary no -359 no no
#> 4097 52 management divorced tertiary no 0 yes yes
#> 4098 38 services married secondary no 129 yes no
#> 4099 40 self-employed single tertiary no 1693 yes no
#> 4100 28 self-employed single tertiary no 159 no no
#> 4101 29 blue-collar married unknown no 486 yes no
#> 4102 26 student single tertiary no 13887 no no
#> 4103 48 technician married secondary no 1637 yes no
#> 4104 45 services single secondary no 482 yes yes
#> 4105 24 blue-collar married secondary no 32 no no
#> 4106 40 services married secondary no 939 yes no
#> 4107 32 management married tertiary no 376 yes no
#> 4108 42 blue-collar married primary no 0 yes yes
#> 4109 35 blue-collar married secondary no 360 yes no
#> 4110 31 blue-collar married secondary no 9714 yes no
#> 4111 58 retired single primary no 999 no no
#> 4112 37 technician single secondary no 1130 no no
#> 4113 34 blue-collar married secondary no 1710 yes yes
#> 4114 36 blue-collar married secondary no 0 yes no
#> 4115 53 admin. married primary no 234 yes no
#> 4116 58 blue-collar married primary no 0 no no
#> 4117 59 technician married secondary no 135 yes yes
#> 4118 46 blue-collar single secondary no 332 no no
#> 4119 49 technician divorced secondary no 229 no no
#> 4120 62 management divorced tertiary no 1619 no no
#> 4121 34 technician single secondary yes -2 no yes
#> 4122 34 management married tertiary no 651 no no
#> 4123 29 technician single secondary no 309 yes no
#> 4124 42 admin. married secondary no -150 no yes
#> 4125 57 management married tertiary no 473 no no
#> 4126 32 blue-collar married secondary no 363 yes no
#> 4127 46 management married tertiary no 37 yes no
#> 4128 49 housemaid married primary no 3376 no no
#> 4129 41 blue-collar married secondary no 16 no no
#> 4130 30 management single tertiary no 3410 yes no
#> 4131 41 blue-collar married secondary no 343 yes no
#> 4132 60 blue-collar married secondary no 1407 yes no
#> 4133 44 management married secondary no -1746 yes no
#> 4134 43 blue-collar married primary no 953 yes no
#> 4135 41 management married tertiary no 1468 yes no
#> 4136 52 technician married secondary no 0 yes no
#> 4137 51 blue-collar married primary no 0 no no
#> 4138 50 blue-collar divorced primary no 31 yes no
#> 4139 30 blue-collar single primary no 546 yes no
#> 4140 41 self-employed married secondary no 0 no no
#> 4141 41 admin. married secondary no 2661 yes no
#> 4142 47 management married tertiary no 33 yes yes
#> 4143 31 technician married tertiary no 1197 yes no
#> 4144 40 services divorced secondary no 5745 yes yes
#> 4145 43 management married tertiary no 370 no no
#> 4146 42 housemaid divorced secondary no 314 no no
#> 4147 38 blue-collar single secondary no 1012 yes yes
#> 4148 38 blue-collar married secondary no 566 yes yes
#> 4149 40 technician married secondary no 826 no no
#> 4150 39 blue-collar married unknown no 1096 no no
#> 4151 27 admin. married secondary no 1033 yes no
#> 4152 31 management married tertiary no 392 no no
#> 4153 35 management married secondary no 724 yes no
#> 4154 27 technician single secondary no 1996 yes no
#> 4155 34 technician married secondary no 222 yes no
#> 4156 40 services married unknown no 88 yes no
#> 4157 35 entrepreneur single secondary no 475 no yes
#> 4158 56 retired single tertiary no 352 no no
#> 4159 50 blue-collar married primary no 84 yes no
#> 4160 42 self-employed married tertiary no 21861 no no
#> 4161 27 housemaid married secondary no 0 no yes
#> 4162 57 blue-collar divorced secondary no 1795 yes no
#> 4163 32 blue-collar single secondary no 1475 yes no
#> 4164 54 self-employed married tertiary no 1510 no no
#> 4165 59 technician divorced secondary no 2735 no no
#> 4166 45 technician married secondary no 3583 yes no
#> 4167 31 management single tertiary no 533 no no
#> 4168 47 management married tertiary no 0 no no
#> 4169 48 blue-collar single primary no 3688 yes no
#> 4170 42 admin. divorced secondary yes 723 no no
#> 4171 27 admin. single tertiary no 313 no yes
#> 4172 30 management single tertiary no 1028 no no
#> 4173 32 blue-collar married secondary no -460 yes yes
#> 4174 42 unemployed divorced primary no 1699 no yes
#> 4175 40 blue-collar married primary no 137 no yes
#> 4176 44 management married tertiary no 0 yes yes
#> 4177 55 unemployed married secondary no 549 no no
#> 4178 41 management married tertiary no 526 yes no
#> 4179 35 management single tertiary no 824 yes no
#> 4180 41 entrepreneur single tertiary no 791 yes no
#> 4181 27 services married secondary no 311 yes no
#> 4182 32 blue-collar single secondary no 1036 yes yes
#> 4183 55 technician married secondary no 0 no no
#> 4184 40 blue-collar married secondary no 187 yes no
#> 4185 37 blue-collar married secondary no 604 yes no
#> 4186 33 management single tertiary no 896 yes no
#> 4187 30 technician single tertiary no 2325 no no
#> 4188 36 management married tertiary no 812 no no
#> 4189 37 technician single secondary no 1255 yes no
#> 4190 38 blue-collar married secondary no 264 yes no
#> 4191 46 admin. single secondary no 1544 yes no
#> 4192 52 technician married secondary no 337 yes no
#> 4193 27 management married secondary no -41 yes no
#> 4194 43 blue-collar married secondary no -509 yes no
#> 4195 31 management single tertiary no 933 yes no
#> 4196 44 retired married secondary no 2692 no no
#> 4197 39 blue-collar married secondary no 0 yes no
#> 4198 26 self-employed single tertiary no 1153 no no
#> 4199 34 management single tertiary no 14 yes no
#> 4200 36 technician married secondary no 2473 no no
#> 4201 34 management single tertiary no 0 yes no
#> 4202 39 technician married secondary no 0 yes no
#> 4203 35 services married primary no 764 no no
#> 4204 30 self-employed married tertiary no -517 yes yes
#> 4205 52 blue-collar married secondary no 60 no yes
#> 4206 54 blue-collar married primary no 95 no no
#> 4207 35 services married secondary no 181 yes no
#> 4208 61 management married tertiary no 997 no no
#> 4209 41 management married tertiary no 1199 yes no
#> 4210 40 technician divorced secondary no 237 no no
#> 4211 64 retired married primary no 493 no no
#> 4212 46 technician divorced tertiary no 477 yes no
#> 4213 28 student single tertiary no 221 yes no
#> 4214 42 technician single secondary no -1 no no
#> 4215 35 management married tertiary no 481 no no
#> 4216 38 blue-collar married secondary no 292 yes yes
#> 4217 45 technician divorced secondary no 159 yes no
#> 4218 36 management divorced tertiary no 5195 yes no
#> 4219 41 blue-collar married primary no -692 yes no
#> 4220 43 management divorced tertiary no 0 yes no
#> 4221 36 management married tertiary no 3874 no no
#> 4222 41 services married secondary no 108 yes yes
#> 4223 23 student single secondary no 0 no no
#> 4224 46 housemaid married secondary no 1000 no no
#> 4225 40 admin. married secondary no 67 no yes
#> 4226 30 blue-collar married secondary no 136 no no
#> 4227 47 technician divorced tertiary no 48 no no
#> 4228 62 retired married tertiary no 2557 yes no
#> 4229 47 admin. married secondary no 1934 no yes
#> 4230 36 management married tertiary no 0 yes yes
#> 4231 35 management married tertiary no 802 yes no
#> 4232 46 blue-collar married secondary no -27 yes no
#> 4233 31 admin. single tertiary no 4129 no no
#> 4234 25 blue-collar married secondary no -306 yes no
#> 4235 59 retired married primary yes -1 no no
#> 4236 30 services married secondary no 1286 yes yes
#> 4237 52 services married primary no 2618 yes no
#> 4238 31 technician single tertiary no 418 no no
#> 4239 54 retired married primary no 1379 no no
#> 4240 41 services married secondary no 572 yes no
#> 4241 45 management married tertiary no 2953 yes yes
#> 4242 45 blue-collar single secondary no -100 yes no
#> 4243 37 blue-collar married primary no 704 yes no
#> 4244 36 technician married tertiary no 99 yes yes
#> 4245 41 unemployed married primary no 183 yes no
#> 4246 49 entrepreneur divorced primary yes -736 no no
#> 4247 26 technician single secondary yes -454 no yes
#> 4248 23 admin. single secondary no 290 yes no
#> 4249 35 services married tertiary no 1359 no no
#> 4250 41 blue-collar single secondary no 363 yes no
#> 4251 40 admin. married secondary no 3138 no no
#> 4252 45 blue-collar married primary no 185 no no
#> 4253 42 technician divorced secondary no 611 yes no
#> 4254 38 blue-collar married secondary no 0 no no
#> 4255 46 admin. married secondary no 547 no yes
#> 4256 34 services single secondary no 528 yes no
#> 4257 26 management divorced tertiary no 667 no no
#> 4258 35 admin. married secondary yes 76 no yes
#> 4259 30 unemployed single secondary yes -770 yes no
#> 4260 40 technician single tertiary no 445 yes no
#> 4261 37 unemployed married secondary no 117 no no
#> 4262 49 technician divorced secondary no 7 yes yes
#> 4263 27 technician married secondary no 2735 yes no
#> 4264 40 services single secondary no 546 yes no
#> 4265 33 management divorced secondary no 1897 yes yes
#> 4266 53 blue-collar divorced secondary no -376 yes no
#> 4267 58 technician married tertiary no 1692 yes no
#> 4268 52 services married primary no 1625 no no
#> 4269 42 technician married secondary no 2030 yes yes
#> 4270 57 retired married primary no 592 no yes
#> 4271 42 management single tertiary no 100 no no
#> 4272 32 technician married tertiary no 8023 no no
#> 4273 34 management single tertiary no 11350 yes no
#> 4274 76 retired divorced primary no 86 no no
#> 4275 33 admin. single secondary no 892 yes no
#> 4276 35 management single tertiary no 747 no no
#> 4277 35 technician married secondary no 1067 no yes
#> 4278 33 blue-collar single primary no 433 yes no
#> 4279 54 admin. married secondary no 5084 yes yes
#> 4280 58 retired single primary no 6570 no no
#> 4281 37 self-employed married secondary no 2260 yes no
#> 4282 39 services single secondary no 300 yes yes
#> 4283 41 management divorced tertiary no 1064 no no
#> 4284 56 services married secondary no 17 no yes
#> 4285 31 admin. single secondary no 5527 yes no
#> 4286 46 technician married primary no 718 yes no
#> 4287 35 management married tertiary no 1613 yes no
#> 4288 50 unemployed married secondary no -13 yes no
#> 4289 57 technician married tertiary no 3082 yes yes
#> 4290 58 admin. married secondary no 1142 no no
#> 4291 37 admin. married secondary no 1415 yes no
#> 4292 33 technician married secondary no 804 no yes
#> 4293 34 entrepreneur married tertiary no 145 yes yes
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#> 1757 unknown 27 may 241 1 -1 0 unknown 0 0
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#> 1764 unknown 15 may 295 2 -1 0 unknown 0 0
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#> 1801 unknown 20 may 235 2 -1 0 unknown 0 0
#> 1802 unknown 30 may 119 2 -1 0 unknown 0 0
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#> 1806 unknown 29 may 859 2 -1 0 unknown 0 1
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#> 1810 unknown 7 may 130 4 -1 0 unknown 0 0
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#> 1813 cellular 20 nov 203 1 -1 0 unknown 0 0
#> 1814 cellular 25 aug 192 1 193 1 success 1 0
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#> 1816 telephone 10 jul 139 1 -1 0 unknown 0 0
#> 1817 cellular 28 jul 73 7 -1 0 unknown 0 1
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#> 1821 unknown 19 may 105 1 -1 0 unknown 0 1
#> 1822 cellular 19 aug 193 2 -1 0 unknown 0 0
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#> 1824 cellular 10 feb 511 3 183 6 success 1 0
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#> 1826 unknown 20 may 91 1 -1 0 unknown 0 0
#> 1827 cellular 21 nov 91 2 -1 0 unknown 0 0
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#> 1829 cellular 30 nov 210 3 -1 0 unknown 0 0
#> 1830 unknown 20 jun 333 15 -1 0 unknown 0 0
#> 1831 cellular 8 apr 335 2 -1 0 unknown 0 1
#> 1832 cellular 25 jul 936 1 -1 0 unknown 0 1
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#> 1837 cellular 29 jan 379 1 192 1 failure 0 1
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#> 1839 cellular 12 aug 249 1 104 1 success 0 1
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#> 1846 unknown 26 jun 565 3 -1 0 unknown 0 0
#> 1847 cellular 22 oct 168 2 -1 0 unknown 0 0
#> 1848 cellular 8 jul 59 1 -1 0 unknown 0 0
#> 1849 unknown 18 jun 521 11 -1 0 unknown 0 0
#> 1850 cellular 18 aug 119 3 -1 0 unknown 0 0
#> 1851 cellular 15 mar 192 1 185 2 success 1 0
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#> 1854 unknown 5 may 225 2 -1 0 unknown 0 0
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#> 1856 unknown 21 may 281 15 -1 0 unknown 0 0
#> 1857 cellular 30 jan 427 1 -1 0 unknown 0 0
#> 1858 cellular 20 apr 181 2 270 2 failure 0 0
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#> 1861 unknown 3 jun 266 10 -1 0 unknown 0 0
#> 1862 cellular 15 jul 514 5 -1 0 unknown 1 0
#> 1863 cellular 13 may 224 1 370 2 failure 0 0
#> 1864 unknown 30 may 88 2 -1 0 unknown 0 0
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#> 1866 unknown 13 may 173 1 -1 0 unknown 0 0
#> 1867 cellular 20 nov 230 1 -1 0 unknown 0 0
#> 1868 cellular 20 apr 156 1 -1 0 unknown 0 0
#> 1869 unknown 20 jun 11 15 -1 0 unknown 0 0
#> 1870 cellular 24 apr 173 2 -1 0 unknown 0 0
#> 1871 cellular 20 apr 167 1 350 1 failure 0 0
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#> 1873 unknown 14 may 110 1 -1 0 unknown 0 0
#> 1874 telephone 16 mar 294 1 274 2 failure 0 0
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#> 1876 unknown 20 jun 10 2 -1 0 unknown 0 0
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#> 1878 unknown 26 may 155 2 -1 0 unknown 0 0
#> 1879 cellular 26 feb 480 2 189 1 failure 0 0
#> 1880 unknown 16 jun 505 1 -1 0 unknown 0 0
#> 1881 cellular 13 aug 904 6 -1 0 unknown 1 0
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#> 1883 cellular 8 aug 448 5 -1 0 unknown 0 0
#> 1884 unknown 12 nov 114 1 170 3 failure 1 0
#> 1885 cellular 28 jan 246 1 -1 0 unknown 0 0
#> 1886 unknown 18 jun 604 6 -1 0 unknown 0 0
#> 1887 cellular 2 jun 80 1 92 1 failure 0 0
#> 1888 unknown 16 jun 362 3 -1 0 unknown 0 0
#> 1889 cellular 19 aug 166 2 -1 0 unknown 0 0
#> 1890 cellular 2 jun 282 2 385 1 success 1 0
#> 1891 unknown 7 may 123 1 -1 0 unknown 0 0
#> 1892 unknown 6 jun 109 1 -1 0 unknown 0 0
#> 1893 cellular 19 nov 68 1 -1 0 unknown 0 0
#> 1894 telephone 19 nov 53 1 -1 0 unknown 0 0
#> 1895 unknown 2 jun 97 4 -1 0 unknown 0 0
#> 1896 unknown 29 may 751 3 -1 0 unknown 1 0
#> 1897 cellular 8 jul 154 1 -1 0 unknown 0 0
#> 1898 cellular 17 nov 106 1 -1 0 unknown 0 0
#> 1899 cellular 12 aug 428 2 -1 0 unknown 0 0
#> 1900 cellular 6 may 228 2 -1 0 unknown 0 0
#> 1901 cellular 24 jul 347 5 -1 0 unknown 0 0
#> 1902 cellular 18 nov 87 1 -1 0 unknown 0 0
#> 1903 cellular 8 jul 413 1 -1 0 unknown 0 0
#> 1904 cellular 15 may 170 2 -1 0 unknown 0 1
#> 1905 unknown 16 may 211 2 -1 0 unknown 0 0
#> 1906 cellular 20 apr 143 4 -1 0 unknown 0 0
#> 1907 cellular 6 may 219 2 -1 0 unknown 0 0
#> 1908 unknown 9 may 188 2 -1 0 unknown 0 0
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#> 1910 cellular 12 may 313 1 -1 0 unknown 0 0
#> 1911 cellular 21 nov 285 3 116 4 failure 0 0
#> 1912 cellular 30 jan 771 1 -1 0 unknown 1 0
#> 1913 cellular 10 aug 170 2 -1 0 unknown 0 0
#> 1914 unknown 6 jun 101 2 -1 0 unknown 0 0
#> 1915 cellular 16 jul 171 6 -1 0 unknown 0 0
#> 1916 telephone 12 may 52 1 -1 0 unknown 0 0
#> 1917 cellular 4 aug 561 1 435 3 failure 1 0
#> 1918 unknown 16 may 33 1 -1 0 unknown 0 0
#> 1919 unknown 11 jun 36 2 -1 0 unknown 0 0
#> 1920 telephone 6 feb 35 3 -1 0 unknown 0 0
#> 1921 cellular 11 jul 47 2 -1 0 unknown 0 0
#> 1922 unknown 17 jun 269 1 -1 0 unknown 0 0
#> 1923 cellular 7 may 218 2 211 4 success 0 0
#> 1924 cellular 21 nov 119 2 171 1 failure 0 0
#> 1925 cellular 5 may 348 1 -1 0 unknown 0 0
#> 1926 unknown 20 may 100 1 -1 0 unknown 0 0
#> 1927 telephone 28 jan 88 2 -1 0 unknown 0 0
#> 1928 cellular 17 apr 273 2 254 2 failure 0 0
#> 1929 cellular 11 may 54 1 -1 0 unknown 0 0
#> 1930 cellular 27 may 161 1 100 3 success 0 0
#> 1931 cellular 11 aug 146 2 -1 0 unknown 0 0
#> 1932 cellular 22 jul 211 3 -1 0 unknown 0 0
#> 1933 unknown 19 may 552 3 -1 0 unknown 1 0
#> 1934 cellular 22 jul 400 2 -1 0 unknown 0 0
#> 1935 unknown 3 jun 366 1 -1 0 unknown 0 0
#> 1936 telephone 5 feb 8 7 189 18 other 0 0
#> 1937 unknown 14 may 57 2 -1 0 unknown 0 0
#> 1938 cellular 19 oct 167 3 -1 0 unknown 0 0
#> 1939 cellular 28 aug 36 3 -1 0 unknown 0 0
#> 1940 cellular 3 feb 150 4 -1 0 unknown 0 0
#> 1941 cellular 3 jun 187 1 20 1 other 1 0
#> 1942 cellular 16 jul 226 1 -1 0 unknown 0 0
#> 1943 cellular 2 sep 799 2 -1 0 unknown 1 1
#> 1944 cellular 14 may 178 7 365 5 other 0 0
#> 1945 telephone 20 nov 281 2 -1 0 unknown 0 0
#> 1946 cellular 17 aug 551 2 -1 0 unknown 0 0
#> 1947 unknown 18 jun 332 2 -1 0 unknown 0 0
#> 1948 telephone 6 feb 381 6 213 9 failure 0 0
#> 1949 cellular 5 feb 401 2 8 3 other 0 0
#> 1950 unknown 15 may 226 2 -1 0 unknown 0 0
#> 1951 cellular 6 aug 99 4 -1 0 unknown 0 0
#> 1952 unknown 14 may 451 3 -1 0 unknown 0 0
#> 1953 unknown 5 may 381 2 -1 0 unknown 0 0
#> 1954 unknown 7 may 127 1 -1 0 unknown 0 0
#> 1955 cellular 28 jan 315 1 -1 0 unknown 0 0
#> 1956 cellular 14 sep 112 2 24 2 other 0 1
#> 1957 unknown 29 may 201 1 -1 0 unknown 0 0
#> 1958 unknown 27 may 293 2 -1 0 unknown 0 0
#> 1959 cellular 13 may 499 3 -1 0 unknown 0 0
#> 1960 cellular 10 jul 48 2 -1 0 unknown 0 0
#> 1961 cellular 5 may 494 1 -1 0 unknown 1 0
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#> 1963 cellular 20 nov 23 1 -1 0 unknown 0 0
#> 1964 unknown 5 may 787 1 -1 0 unknown 0 0
#> 1965 cellular 4 feb 605 1 -1 0 unknown 0 0
#> 1966 cellular 8 jul 82 1 -1 0 unknown 0 0
#> 1967 unknown 1 jul 484 1 -1 0 unknown 0 0
#> 1968 unknown 23 may 61 2 -1 0 unknown 0 0
#> 1969 cellular 12 may 78 5 -1 0 unknown 0 0
#> 1970 cellular 16 apr 132 2 -1 0 unknown 0 0
#> 1971 cellular 5 feb 642 1 167 2 failure 1 0
#> 1972 unknown 20 jun 6 17 -1 0 unknown 0 0
#> 1973 cellular 14 jul 53 8 -1 0 unknown 0 0
#> 1974 unknown 9 may 1178 4 -1 0 unknown 0 0
#> 1975 cellular 29 jan 147 1 195 1 other 0 0
#> 1976 unknown 21 may 236 1 -1 0 unknown 0 0
#> 1977 cellular 28 jan 978 2 189 1 other 0 0
#> 1978 unknown 26 may 296 1 -1 0 unknown 0 0
#> 1979 unknown 9 may 479 2 -1 0 unknown 0 0
#> 1980 unknown 14 may 188 1 -1 0 unknown 0 0
#> 1981 unknown 29 may 447 4 -1 0 unknown 0 0
#> 1982 cellular 7 may 356 2 286 3 failure 0 0
#> 1983 unknown 6 jun 136 1 -1 0 unknown 0 0
#> 1984 unknown 20 may 37 9 -1 0 unknown 0 0
#> 1985 cellular 19 nov 96 1 -1 0 unknown 0 0
#> 1986 cellular 18 may 44 4 -1 0 unknown 0 0
#> 1987 cellular 19 nov 186 2 -1 0 unknown 0 0
#> 1988 unknown 12 may 95 8 -1 0 unknown 0 0
#> 1989 cellular 22 aug 155 2 -1 0 unknown 0 0
#> 1990 telephone 17 jul 202 5 -1 0 unknown 0 0
#> 1991 cellular 30 jan 540 1 2 2 other 0 0
#> 1992 cellular 8 apr 169 1 231 2 failure 0 0
#> 1993 cellular 13 apr 256 5 181 2 success 1 1
#> 1994 cellular 4 may 191 3 -1 0 unknown 0 0
#> 1995 cellular 30 jul 151 10 -1 0 unknown 0 0
#> 1996 cellular 19 nov 131 3 133 3 failure 0 0
#> 1997 cellular 2 nov 131 2 -1 0 unknown 0 0
#> 1998 cellular 5 feb 590 5 -1 0 unknown 0 0
#> 1999 cellular 18 nov 178 1 127 7 other 0 0
#> 2000 unknown 18 jun 64 2 -1 0 unknown 0 0
#> 2001 cellular 9 feb 247 5 -1 0 unknown 0 0
#> 2002 cellular 19 aug 120 6 -1 0 unknown 0 0
#> 2003 cellular 11 aug 108 1 99 7 failure 0 0
#> 2004 cellular 3 jul 257 1 -1 0 unknown 1 1
#> 2005 cellular 13 may 562 2 174 2 success 0 0
#> 2006 cellular 17 apr 126 3 345 2 other 0 0
#> 2007 cellular 4 jul 95 2 -1 0 unknown 0 0
#> 2008 unknown 5 jun 508 2 -1 0 unknown 1 0
#> 2009 cellular 8 aug 121 2 -1 0 unknown 0 0
#> 2010 cellular 20 nov 166 3 -1 0 unknown 0 0
#> 2011 cellular 28 jan 155 1 -1 0 unknown 0 0
#> 2012 cellular 27 apr 159 3 -1 0 unknown 1 0
#> 2013 unknown 7 may 212 2 -1 0 unknown 0 0
#> 2014 cellular 14 aug 221 6 -1 0 unknown 0 0
#> 2015 unknown 20 may 169 4 -1 0 unknown 0 0
#> 2016 unknown 2 jun 442 11 -1 0 unknown 0 1
#> 2017 unknown 26 may 120 1 -1 0 unknown 0 1
#> 2018 cellular 28 may 85 1 -1 0 unknown 0 0
#> 2019 unknown 6 may 245 1 -1 0 unknown 0 0
#> 2020 cellular 29 jan 187 2 185 8 failure 0 0
#> 2021 cellular 28 aug 68 2 -1 0 unknown 0 0
#> 2022 cellular 18 jan 163 1 -1 0 unknown 0 1
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#> 2738 unknown 3 jun 361 3 -1 0 unknown 0 0
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