id int64 0 1.2M | Age float64 18 64 ⌀ | Gender stringclasses 2
values | Annual Income float64 1 150k ⌀ | Marital Status stringclasses 3
values | Number of Dependents float64 0 4 ⌀ | Education Level stringclasses 4
values | Occupation stringclasses 3
values | Health Score float64 2.01 59 ⌀ | Location stringclasses 3
values | Policy Type stringclasses 3
values | Previous Claims float64 0 9 ⌀ | Vehicle Age float64 0 19 ⌀ | Credit Score float64 300 849 ⌀ | Insurance Duration float64 1 9 ⌀ | Policy Start Date stringlengths 26 26 | Customer Feedback stringclasses 3
values | Smoking Status stringclasses 2
values | Exercise Frequency stringclasses 4
values | Property Type stringclasses 3
values | Premium Amount float64 20 5k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
12,200 | 57 | Male | 14,981 | Single | 0 | High School | Unemployed | 15.179836 | Rural | Comprehensive | 0 | 12 | 824 | 7 | 2020-11-28 15:21:39.174719 | Poor | No | Monthly | Condo | 1,803 |
12,201 | 42 | Female | 1,795 | Single | 3 | Bachelor's | Employed | 19.913237 | Rural | Basic | null | 6 | 628 | 7 | 2020-07-20 15:21:39.286113 | Average | No | Rarely | Condo | 100 |
12,202 | 30 | Male | 12,983 | Divorced | null | High School | null | 16.03552 | Urban | Comprehensive | 2 | 11 | 441 | 5 | 2020-02-27 15:21:39.134960 | Average | Yes | Daily | Condo | 4,533 |
12,203 | 30 | Male | 18,587 | Single | 4 | PhD | Employed | null | Urban | Basic | null | 15 | 547 | 4 | 2021-05-06 15:21:39.151732 | Good | No | Rarely | House | 765 |
12,204 | 27 | Female | 10,291 | Single | 3 | Bachelor's | Self-Employed | 12.641966 | Suburban | Premium | null | 5 | null | 4 | 2023-01-05 15:21:39.221386 | Good | Yes | Rarely | House | 2,295 |
12,205 | 61 | Female | 48,978 | Married | null | Master's | null | 11.285829 | Suburban | Comprehensive | null | 12 | 668 | 7 | 2019-09-28 15:21:39.150730 | Good | No | Monthly | Apartment | 268 |
12,206 | 33 | Male | 17,962 | null | null | PhD | Self-Employed | null | Rural | Basic | null | 7 | null | 5 | 2023-11-12 15:21:39.270454 | Poor | Yes | Daily | Condo | 1,363 |
12,207 | 50 | Female | 2,954 | Married | 0 | PhD | Unemployed | 44.337636 | Rural | Comprehensive | null | 1 | null | 1 | 2021-06-23 15:21:39.155231 | Average | No | Monthly | Apartment | 2,917 |
12,208 | 20 | Male | 11,423 | Married | null | High School | null | 24.717602 | Rural | Comprehensive | 0 | 0 | 523 | 2 | 2023-01-13 15:21:39.177724 | Good | No | Monthly | Condo | 2,083 |
12,209 | 39 | Female | 71,374 | Married | 3 | Bachelor's | null | 12.585017 | Urban | Premium | 1 | 13 | 515 | 4 | 2019-11-01 15:21:39.155231 | Good | Yes | Monthly | Apartment | 434 |
12,210 | 40 | Male | 20,236 | Divorced | 1 | PhD | null | 29.923554 | Urban | Comprehensive | 1 | 1 | 742 | 1 | 2023-11-29 15:21:39.143708 | Poor | Yes | Rarely | House | 1,022 |
12,211 | 33 | Male | 35,111 | Single | 1 | PhD | null | 19.05911 | Suburban | Premium | null | 5 | 621 | 7 | 2019-09-21 15:21:39.264504 | Good | No | Weekly | House | 1,601 |
12,212 | 41 | Female | 2,371 | Divorced | 2 | Master's | null | 8.826127 | Urban | Comprehensive | 1 | 0 | 485 | 3 | 2020-09-30 15:21:39.132191 | Average | Yes | Rarely | Condo | 34 |
12,213 | 22 | Female | 1,545 | Divorced | 1 | Master's | null | null | Urban | Comprehensive | 0 | 14 | 394 | 7 | 2020-09-17 15:21:39.281787 | null | No | Daily | Apartment | 1,409 |
12,214 | 42 | Female | 12,961 | Single | 0 | PhD | Self-Employed | 38.292663 | Urban | Premium | 1 | 9 | 495 | 3 | 2020-04-06 15:21:39.208842 | Average | No | Daily | Apartment | 101 |
12,215 | 42 | Female | null | Divorced | 3 | High School | Unemployed | 15.901988 | Rural | Premium | 1 | 18 | 398 | 2 | 2021-11-21 15:21:39.271453 | Poor | Yes | Monthly | Apartment | 2,285 |
12,216 | 42 | Female | null | Divorced | 0 | High School | null | 26.973304 | Suburban | Premium | 1 | 1 | 431 | 5 | 2019-12-04 15:21:39.155231 | Average | Yes | Monthly | House | 4,039 |
12,217 | 21 | Female | 2,492 | Married | 1 | Bachelor's | Employed | 29.937284 | Suburban | Premium | 1 | 1 | 530 | 6 | 2020-12-15 15:21:39.237118 | Average | Yes | Daily | Condo | 50 |
12,218 | 57 | Female | 30,442 | Single | 3 | Bachelor's | Self-Employed | 41.382799 | Suburban | Comprehensive | 2 | 6 | 431 | 6 | 2021-07-11 15:21:39.237118 | Good | Yes | Rarely | Condo | 476 |
12,219 | 53 | Male | 59,960 | Married | 1 | High School | Self-Employed | 10.907496 | Urban | Basic | 1 | 1 | 607 | 3 | 2022-08-13 15:21:39.254678 | Average | No | Weekly | House | 52 |
12,220 | 19 | Male | 1,009 | Single | 1 | PhD | Unemployed | 21.868582 | Suburban | Basic | null | 0 | 490 | 5 | 2021-10-31 15:21:39.220389 | Good | Yes | Weekly | Condo | 1,338 |
12,221 | 62 | Female | 1,364 | Divorced | 3 | Bachelor's | Unemployed | 51.186057 | Urban | Comprehensive | 0 | 0 | 682 | 1 | 2021-04-05 15:21:39.155231 | Average | Yes | Monthly | Condo | 3,712 |
12,222 | 43 | Male | 19,312 | Married | 2 | PhD | null | 9.795969 | Urban | Comprehensive | 0 | 13 | 525 | 8 | 2023-01-10 15:21:39.122134 | Average | No | Weekly | Apartment | 752 |
12,223 | 29 | Male | 29,078 | Divorced | 1 | Bachelor's | null | 41.095155 | Rural | Basic | 0 | 11 | 626 | 1 | 2022-09-12 15:21:39.209847 | Average | Yes | Monthly | House | 513 |
12,224 | 34 | Female | 20,822 | Divorced | 3 | Bachelor's | null | 17.446834 | Urban | Basic | 0 | 3 | 798 | 6 | 2021-08-10 15:21:39.134960 | Poor | Yes | Monthly | Condo | 1,430 |
12,225 | 64 | Female | 21,997 | Single | null | PhD | null | 13.088557 | Urban | Comprehensive | 1 | 7 | 575 | 1 | 2023-07-05 15:21:39.119168 | Average | Yes | Daily | Apartment | 2,695 |
12,226 | 38 | Male | 30,442 | Married | 2 | Master's | Unemployed | 22.275302 | Urban | Basic | 0 | 13 | 810 | 6 | 2020-11-17 15:21:39.092127 | Poor | Yes | Rarely | House | 362 |
12,227 | 21 | Female | 59,246 | null | 3 | Master's | null | null | Urban | Premium | 1 | 0 | 466 | 4 | 2021-08-17 15:21:39.132191 | Poor | Yes | Daily | Condo | 3,168 |
12,228 | 27 | Male | 10,031 | Married | 4 | PhD | null | 37.074502 | Suburban | Basic | 1 | 3 | 775 | 2 | 2021-03-10 15:21:39.206847 | Good | No | Daily | House | 1,690 |
12,229 | 43 | Male | 1,551 | Married | null | High School | Self-Employed | 14.913605 | Rural | Basic | 1 | 5 | 519 | 2 | 2020-02-05 15:21:39.288099 | Good | Yes | Daily | Apartment | 381 |
12,230 | 60 | Male | 18,097 | Married | 3 | PhD | Self-Employed | 33.859238 | Suburban | Comprehensive | 1 | 16 | 637 | 6 | 2020-08-05 15:21:39.202448 | Average | Yes | Daily | Condo | 1,263 |
12,231 | 18 | Female | 16,963 | Single | 3 | Master's | Employed | 13.812843 | Suburban | Comprehensive | null | 8 | 718 | 4 | 2024-05-16 15:21:39.134960 | Good | No | Rarely | Condo | 873 |
12,232 | 18 | Female | 2,858 | Married | 1 | High School | Self-Employed | 22.520718 | Rural | Premium | 1 | 9 | 709 | 3 | 2020-10-17 15:21:39.209847 | Average | Yes | Daily | Condo | 2,148 |
12,233 | 48 | Male | 4,845 | Married | 3 | PhD | Self-Employed | 39.322345 | Rural | Premium | 2 | 6 | 589 | 7 | 2019-11-18 15:21:39.289099 | Poor | No | Rarely | Apartment | 715 |
12,234 | 41 | Male | 29,483 | Single | null | High School | Employed | 45.358548 | Suburban | Basic | 0 | 5 | 722 | 9 | 2023-08-24 15:21:39.091080 | Average | No | Monthly | House | 1,059 |
12,235 | 57 | Female | 66,714 | Married | 4 | PhD | Unemployed | 16.991517 | Rural | Premium | 2 | 6 | 618 | 2 | 2021-12-05 15:21:39.273973 | Poor | No | Rarely | Condo | 40 |
12,236 | 24 | Male | 34,205 | Divorced | 4 | PhD | Self-Employed | 33.334968 | Suburban | Premium | 1 | 1 | 481 | 2 | 2020-05-11 15:21:39.093681 | Poor | Yes | Monthly | Condo | 28 |
12,237 | 47 | Female | 5,017 | Divorced | 3 | Bachelor's | Employed | 5.97169 | Rural | Comprehensive | 0 | 10 | null | 4 | 2022-05-22 15:21:39.174719 | Poor | Yes | Monthly | Apartment | 2,391 |
12,238 | 25 | Female | 93,835 | null | 2 | Bachelor's | Self-Employed | 48.639743 | Rural | Basic | 0 | 19 | 524 | 7 | 2024-01-06 15:21:39.226954 | Average | No | Daily | Condo | 2,044 |
12,239 | 57 | Female | 3,815 | Single | 3 | PhD | null | 49.678419 | Rural | Comprehensive | 0 | 11 | 833 | 8 | 2022-09-17 15:21:39.134960 | Average | No | Daily | Apartment | 50 |
12,240 | 54 | Female | 50,257 | Divorced | 2 | PhD | Self-Employed | 20.879684 | Rural | Basic | 0 | 19 | 436 | 3 | 2021-12-19 15:21:39.281787 | Poor | Yes | Monthly | House | 1,434 |
12,241 | 30 | Female | 53,905 | Married | 2 | Master's | Self-Employed | null | Suburban | Comprehensive | null | 9 | null | 9 | 2022-09-10 15:21:39.155231 | Average | No | Monthly | House | 36 |
12,242 | 48 | Female | 83,974 | Married | 3 | Master's | Unemployed | 22.392818 | Rural | Premium | 0 | 9 | 522 | 3 | 2023-11-22 15:21:39.091080 | Average | Yes | Monthly | Condo | 154 |
12,243 | 18 | Male | 104,420 | Married | 4 | High School | Self-Employed | 15.906172 | Urban | Premium | 3 | 10 | 607 | 6 | 2023-09-23 15:21:39.178918 | null | Yes | Daily | Condo | 394 |
12,244 | 58 | Female | 5,937 | Divorced | 4 | Master's | null | null | Urban | Comprehensive | 1 | 3 | null | 9 | 2021-07-10 15:21:39.089116 | Poor | Yes | Daily | Condo | 1,126 |
12,245 | 43 | Male | 25,862 | Single | null | Master's | Self-Employed | 20.955586 | Suburban | Comprehensive | 4 | 9 | 587 | 5 | 2021-01-26 15:21:39.228521 | Poor | No | Daily | House | 1,061 |
12,246 | 46 | Male | 42,133 | Married | null | PhD | Employed | 25.4666 | Suburban | Comprehensive | 2 | 8 | 488 | 2 | 2024-05-21 15:21:39.209847 | Poor | No | Daily | Condo | 1,072 |
12,247 | 28 | Female | 29,275 | Single | 2 | Master's | Self-Employed | 19.506084 | Rural | Premium | null | 9 | 303 | 6 | 2023-06-12 15:21:39.274993 | Good | Yes | Monthly | Apartment | 2,989 |
12,248 | 40 | Female | 44,835 | Divorced | 4 | PhD | Employed | 38.697327 | Urban | Basic | 0 | 14 | 636 | 7 | 2019-09-07 15:21:39.254678 | Poor | Yes | Weekly | Condo | 1,522 |
12,249 | 40 | Male | 9,744 | Divorced | 4 | PhD | Employed | 13.87635 | Suburban | Premium | 0 | 10 | 816 | 4 | 2021-09-28 15:21:39.144722 | Average | No | Weekly | Apartment | 573 |
12,250 | 45 | Female | 53,170 | Divorced | 2 | High School | null | 34.87083 | Suburban | Comprehensive | null | 17 | 407 | 7 | 2022-06-12 15:21:39.154008 | Good | No | Daily | Apartment | 182 |
12,251 | 51 | Male | 5,743 | Single | 0 | Master's | Employed | 23.979548 | Rural | Premium | 1 | 2 | 685 | 9 | 2020-05-06 15:21:39.166062 | Good | No | Weekly | Condo | 81 |
12,252 | 33 | Female | 29,392 | Married | 1 | Master's | Employed | 12.149517 | Urban | Premium | null | 19 | 356 | 2 | 2024-08-09 15:21:39.079128 | Good | Yes | Weekly | Condo | 667 |
12,253 | 45 | Female | 31,322 | Married | 4 | High School | Employed | 38.610634 | Rural | Basic | 3 | 19 | 808 | 9 | 2020-06-22 15:21:39.189223 | Average | Yes | Rarely | Condo | 213 |
12,254 | 49 | Male | 5,877 | Single | 0 | High School | Employed | 35.96087 | Suburban | Basic | 0 | 18 | 638 | 4 | 2020-08-17 15:21:39.092127 | Good | Yes | Monthly | Condo | 101 |
12,255 | 44 | Female | 20,641 | Married | 4 | PhD | Employed | 33.573646 | Suburban | Comprehensive | 0 | 6 | 807 | 6 | 2020-11-12 15:21:39.213373 | Poor | No | Rarely | Condo | 1,037 |
12,256 | 31 | Female | 71,816 | Single | 1 | Bachelor's | Unemployed | 27.726852 | Rural | Comprehensive | 2 | 7 | null | 4 | 2022-03-21 15:21:39.081504 | null | No | Rarely | Condo | 763 |
12,257 | 54 | Female | null | Single | 1 | PhD | null | 34.716005 | Suburban | Premium | 0 | 19 | 759 | 9 | 2021-07-05 15:21:39.213373 | Poor | No | Weekly | Apartment | 156 |
12,258 | 25 | Female | 57,940 | Married | 4 | High School | Self-Employed | 49.959753 | Suburban | Basic | 3 | 14 | 578 | 8 | 2019-10-03 15:21:39.134960 | Poor | Yes | Monthly | House | 2,787 |
12,259 | 40 | Female | 28,418 | Divorced | 1 | High School | Self-Employed | 10.92793 | Rural | Premium | 0 | 5 | null | 3 | 2021-01-27 15:21:39.087123 | Poor | Yes | Weekly | House | 26 |
12,260 | 19 | Male | 36,101 | Married | 1 | Bachelor's | null | 28.635476 | Urban | Basic | 0 | 16 | 718 | 9 | 2021-02-06 15:21:39.264504 | Poor | Yes | Rarely | House | 1,797 |
12,261 | 55 | Male | 43,977 | Single | 3 | PhD | Unemployed | 10.928337 | Suburban | Basic | 1 | 11 | 657 | 4 | 2021-03-08 15:21:39.089116 | Good | No | Weekly | House | 142 |
12,262 | 25 | Male | 33,240 | Single | 4 | High School | Unemployed | 26.161428 | Rural | Comprehensive | 1 | 10 | 531 | 6 | 2022-07-23 15:21:39.134960 | Good | No | Monthly | House | 1,490 |
12,263 | 52 | Female | 63,615 | Single | 1 | Bachelor's | Self-Employed | 43.690138 | Suburban | Comprehensive | null | 16 | 420 | 4 | 2024-06-20 15:21:39.218388 | Average | Yes | Monthly | Apartment | 2,414 |
12,264 | 38 | Female | 77,568 | Single | 1 | PhD | Employed | 34.564387 | Rural | Premium | 0 | 4 | 577 | 7 | 2024-03-22 15:21:39.155231 | Poor | No | Rarely | House | 255 |
12,265 | 30 | Male | 68,626 | Married | 2 | Master's | null | 20.537476 | Urban | Premium | 4 | 5 | 400 | 8 | 2021-03-16 15:21:39.279729 | Good | No | Daily | Apartment | 208 |
12,266 | 58 | Male | 106,431 | Married | null | Bachelor's | Employed | null | Suburban | Premium | null | 10 | 564 | 5 | 2023-08-17 15:21:39.228521 | null | No | Rarely | Condo | 860 |
12,267 | 26 | Female | 5,928 | Single | 0 | PhD | Unemployed | null | Rural | Premium | 0 | 0 | 647 | 1 | 2021-05-07 15:21:39.170099 | null | No | Rarely | Condo | 1,159 |
12,268 | 20 | Male | 24,552 | Divorced | 3 | Bachelor's | null | 26.051458 | Rural | Premium | 2 | 18 | 829 | 6 | 2020-09-03 15:21:39.202448 | Poor | Yes | Weekly | Condo | 657 |
12,269 | 49 | Male | 764 | Married | 2 | Bachelor's | Employed | 15.076448 | Suburban | Comprehensive | null | 12 | 464 | 6 | 2022-10-14 15:21:39.164044 | Poor | No | Rarely | Apartment | 34 |
12,270 | 43 | Male | 3,765 | Divorced | 1 | Master's | Unemployed | 22.869778 | Urban | Premium | 1 | 11 | 703 | 2 | 2020-07-07 15:21:39.214388 | Average | Yes | Daily | Condo | 1,983 |
12,271 | 59 | Female | 12,715 | Divorced | 1 | Bachelor's | Employed | 49.403087 | Suburban | Comprehensive | 0 | 8 | 719 | 3 | 2024-04-28 15:21:39.155231 | Poor | Yes | Monthly | Apartment | 709 |
12,272 | 31 | Male | 34,209 | Single | 0 | Bachelor's | Employed | 4.335952 | Urban | Basic | 0 | 2 | 521 | 6 | 2019-10-01 15:21:39.244069 | Average | Yes | Weekly | Condo | 456 |
12,273 | 31 | Male | 100,945 | Married | 3 | Bachelor's | null | 32.290574 | Rural | Basic | null | 6 | 442 | 3 | 2021-04-30 15:21:39.133866 | Average | No | Rarely | Apartment | 462 |
12,274 | 50 | Male | 17,140 | Single | 4 | Bachelor's | Employed | 35.450066 | Rural | Comprehensive | null | 14 | 767 | 2 | 2020-01-21 15:21:39.237118 | Good | No | Daily | Apartment | 563 |
12,275 | 61 | Male | 13,420 | Single | 2 | PhD | Unemployed | 18.72612 | Suburban | Basic | null | 18 | 616 | 1 | 2021-06-09 15:21:39.237118 | Poor | No | Weekly | House | 364 |
12,276 | 40 | Female | 16,891 | Divorced | 1 | Master's | Self-Employed | 34.917396 | Rural | Comprehensive | 0 | 18 | 615 | 6 | 2024-01-25 15:21:39.134960 | Good | No | Monthly | Apartment | 733 |
12,277 | 36 | Female | 1,027 | Divorced | 4 | High School | null | null | Rural | Comprehensive | 2 | 17 | 695 | 7 | 2021-06-23 15:21:39.188220 | Poor | Yes | Weekly | Condo | 781 |
12,278 | 20 | Male | 61,178 | Single | 1 | Master's | null | 8.955704 | Suburban | Comprehensive | null | 17 | 754 | 2 | 2020-07-05 15:21:39.230483 | Average | No | Monthly | Condo | 268 |
12,279 | 18 | Female | 24,706 | Married | 1 | High School | Self-Employed | 17.080199 | Rural | Premium | 1 | 15 | 773 | 2 | 2021-12-09 15:21:39.265513 | Good | Yes | Weekly | Condo | 2,443 |
12,280 | 62 | Male | 14,724 | Married | 0 | Bachelor's | Employed | 28.781216 | Urban | Basic | 0 | 0 | 551 | 2 | 2021-10-07 15:21:39.134960 | Average | No | Weekly | Apartment | 823 |
12,281 | 38 | Female | 18,452 | Single | 2 | Bachelor's | Self-Employed | 41.507318 | Suburban | Premium | 0 | 19 | null | 7 | 2022-12-07 15:21:39.290098 | Poor | Yes | Monthly | Apartment | 1,375 |
12,282 | 34 | Male | 30,862 | Married | 2 | PhD | Employed | 19.592715 | Urban | Comprehensive | null | 10 | 735 | 5 | 2021-04-18 15:21:39.134960 | Good | Yes | Weekly | Apartment | 656 |
12,283 | 39 | Female | 48,981 | Divorced | 2 | High School | Self-Employed | 28.816233 | Urban | Comprehensive | 1 | 11 | null | 5 | 2023-01-05 15:21:39.188220 | Good | Yes | Weekly | Condo | 391 |
12,284 | 28 | Female | 30,650 | Married | 1 | Bachelor's | Unemployed | 46.869348 | Urban | Comprehensive | 1 | 19 | 706 | 4 | 2024-08-11 15:21:39.132191 | Good | No | Monthly | Condo | 2,221 |
12,285 | 52 | Male | 25,154 | Single | 3 | Bachelor's | Employed | 9.170167 | Rural | Comprehensive | 1 | 7 | 670 | 3 | 2024-05-25 15:21:39.249100 | Average | No | Daily | House | 1,304 |
12,286 | 48 | Male | 51,350 | Single | 3 | Master's | Self-Employed | null | Urban | Comprehensive | 1 | 16 | 449 | 4 | 2023-10-22 15:21:39.134960 | Poor | No | Monthly | Apartment | 709 |
12,287 | 42 | Male | 66,866 | Divorced | 0 | Master's | null | 13.616839 | Urban | Comprehensive | 0 | 13 | 413 | 4 | 2023-09-05 15:21:39.134960 | null | Yes | Daily | House | 1,507 |
12,288 | 46 | Female | 54,813 | null | 3 | High School | Unemployed | 38.077971 | Suburban | Comprehensive | 1 | 7 | 438 | 1 | 2021-02-03 15:21:39.155231 | Average | Yes | Rarely | Apartment | 2,160 |
12,289 | 63 | Female | 678 | Divorced | 1 | PhD | null | 19.351229 | Urban | Premium | 0 | 2 | 671 | 6 | 2024-07-03 15:21:39.260856 | Good | No | Daily | House | 2,251 |
12,290 | 19 | Female | 16,339 | Single | 0 | PhD | Self-Employed | 28.08176 | Rural | Comprehensive | null | 17 | 602 | 8 | 2021-04-26 15:21:39.085129 | Poor | No | Daily | House | 2,934 |
12,291 | 44 | Male | 71,634 | Divorced | 3 | Master's | Employed | 10.049447 | Urban | Basic | 2 | 17 | 493 | 4 | 2021-01-24 15:21:39.192212 | Average | No | Monthly | Condo | 291 |
12,292 | 63 | Female | 9,488 | Married | 0 | Master's | Unemployed | 21.972105 | Suburban | Comprehensive | 0 | 8 | 670 | 3 | 2023-08-15 15:21:39.248098 | Good | No | Weekly | Condo | 2,380 |
12,293 | 51 | Female | 26,873 | Single | 1 | Bachelor's | Employed | 38.073583 | Urban | Premium | 0 | 14 | 671 | 4 | 2021-09-22 15:21:39.082499 | Good | Yes | Daily | Apartment | 1,041 |
12,294 | 18 | Female | 128,063 | Divorced | 2 | Bachelor's | Self-Employed | 34.491206 | Urban | Premium | null | 14 | 315 | 2 | 2021-03-18 15:21:39.192212 | Good | Yes | Weekly | Condo | 1,226 |
12,295 | 50 | Female | 44,257 | Single | 4 | Bachelor's | null | 15.079366 | Rural | Premium | 1 | 16 | 758 | 2 | 2022-07-30 15:21:39.272456 | Good | No | Monthly | Condo | 1,284 |
12,296 | 48 | Female | null | Divorced | 1 | Master's | Unemployed | 17.643323 | Urban | Basic | null | 19 | 483 | 2 | 2023-10-04 15:21:39.132191 | Good | Yes | Monthly | House | 20 |
12,297 | 39 | Male | 18,005 | Divorced | 0 | High School | null | 32.379903 | Rural | Premium | null | 1 | 511 | 4 | 2023-04-22 15:21:39.155231 | Average | Yes | Rarely | Apartment | 2,513 |
12,298 | 39 | Male | 104,078 | Single | 4 | Bachelor's | Unemployed | 28.835265 | Urban | Premium | null | 11 | 434 | 9 | 2023-10-07 15:21:39.155231 | Poor | Yes | Weekly | Condo | 25 |
12,299 | 32 | Female | 16,054 | Married | 1 | Master's | Self-Employed | 38.077971 | Urban | Basic | 0 | 16 | 679 | 4 | 2020-02-23 15:21:39.222387 | Poor | Yes | Weekly | Condo | 431 |
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