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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40,400 | 41 | Male | 72,580 | Married | 0 | Master's | null | 27.891411 | Suburban | Basic | null | 5 | 591 | 4 | 2019-09-05 15:21:39.132191 | Poor | Yes | Daily | House | 43 |
40,401 | 47 | Male | 64,178 | Married | 3 | Master's | Self-Employed | 34.653642 | Suburban | Basic | 1 | 6 | 306 | 1 | 2021-03-28 15:21:39.182597 | Poor | No | Rarely | House | 50 |
40,402 | 26 | Female | 24,991 | Divorced | 1 | Master's | null | 34.074629 | Suburban | Premium | null | 8 | 675 | 4 | 2022-11-20 15:21:39.204790 | Average | Yes | Monthly | House | 1,671 |
40,403 | 20 | Female | 47,950 | Divorced | 2 | High School | Employed | 21.65129 | Urban | Basic | 1 | 0 | 434 | 2 | 2022-03-31 15:21:39.288099 | Good | No | Monthly | Apartment | 882 |
40,404 | 22 | Female | 53,947 | Single | 3 | PhD | null | 23.69292 | Urban | Basic | 0 | 8 | 437 | 4 | 2020-05-15 15:21:39.134960 | Good | No | Rarely | House | 102 |
40,405 | 61 | Male | 6,918 | Single | null | Bachelor's | null | 10.678898 | Rural | Comprehensive | 0 | 15 | 364 | 9 | 2023-02-02 15:21:39.235012 | Average | Yes | Rarely | Apartment | 547 |
40,406 | 29 | Male | 2,479 | Married | 0 | Master's | Employed | 38.913881 | Urban | Comprehensive | 3 | 0 | 595 | 2 | 2024-02-01 15:21:39.090124 | Good | No | Rarely | Condo | 20 |
40,407 | 35 | Female | 127,935 | Single | 2 | Master's | Employed | 39.827405 | Urban | Premium | 0 | 16 | 434 | 1 | 2022-02-16 15:21:39.134960 | Average | No | Weekly | House | 573 |
40,408 | 20 | Male | 1,049 | null | 3 | Bachelor's | null | 15.065204 | Rural | Comprehensive | 0 | 13 | 743 | 6 | 2022-12-04 15:21:39.226954 | Average | No | Rarely | Condo | 649 |
40,409 | 59 | Female | 10,198 | Divorced | 2 | Bachelor's | Unemployed | 32.239831 | Suburban | Basic | 3 | 16 | 814 | 4 | 2020-12-24 15:21:39.235012 | Poor | No | Daily | Apartment | 1,554 |
40,410 | 25 | Male | 11,983 | Single | 1 | Master's | Employed | 27.844791 | Urban | Basic | null | 5 | 625 | 7 | 2021-01-10 15:21:39.237118 | Average | No | Monthly | Apartment | 643 |
40,411 | 46 | Female | null | Single | 1 | Bachelor's | null | 15.078375 | Suburban | Premium | 1 | 13 | 336 | 4 | 2020-10-24 15:21:39.101733 | Good | No | Weekly | Apartment | 615 |
40,412 | 50 | Male | 1,153 | Married | null | Bachelor's | Unemployed | 22.688656 | Rural | Premium | 1 | 3 | 407 | 2 | 2020-02-14 15:21:39.182597 | Good | No | Monthly | Apartment | 1,062 |
40,413 | 55 | Male | 38,306 | Married | 4 | Master's | Self-Employed | 10.634198 | Urban | Comprehensive | 0 | 4 | 600 | 1 | 2024-03-12 15:21:39.168099 | Poor | Yes | Rarely | House | 1,125 |
40,414 | 37 | Male | 2,941 | Divorced | 1 | PhD | null | 53.955308 | Rural | Comprehensive | null | 4 | null | 4 | 2022-12-09 15:21:39.184157 | Good | Yes | Rarely | Condo | 821 |
40,415 | 49 | Male | 29,055 | Divorced | 3 | PhD | null | 15.283594 | Urban | Basic | 0 | 9 | 519 | 7 | 2024-02-28 15:21:39.278402 | Poor | Yes | Monthly | Condo | 1,827 |
40,416 | 20 | Male | 45,348 | Divorced | 1 | Master's | Unemployed | 30.917307 | Urban | Premium | 2 | 0 | 496 | 9 | 2020-08-05 15:21:39.170099 | Poor | Yes | Monthly | Condo | 492 |
40,417 | 56 | Male | 11,962 | Single | 4 | PhD | Employed | 43.844284 | Rural | Premium | null | 3 | 652 | 2 | 2020-06-30 15:21:39.111551 | Poor | Yes | Monthly | Condo | 37 |
40,418 | 21 | Male | 285 | Married | 3 | PhD | null | 15.858917 | Rural | Premium | null | 2 | 563 | 8 | 2022-04-19 15:21:39.155231 | Good | Yes | Daily | House | 574 |
40,419 | 37 | Male | 36,403 | Divorced | 2 | Master's | Employed | 11.392132 | Suburban | Premium | null | 13 | 466 | 1 | 2023-12-12 15:21:39.155231 | Good | No | Weekly | Condo | 1,484 |
40,420 | 49 | Male | 516 | Single | null | Bachelor's | Unemployed | 23.977237 | Urban | Premium | 1 | 5 | 365 | 9 | 2021-06-22 15:21:39.268507 | Good | No | Rarely | House | 172 |
40,421 | 53 | Male | 4,653 | Single | null | High School | Employed | 42.71528 | Suburban | Comprehensive | 2 | 5 | 841 | 5 | 2020-05-01 15:21:39.109552 | Good | No | Daily | Apartment | 1,621 |
40,422 | 20 | Male | 25,727 | Married | 4 | High School | null | 28.795408 | Urban | Basic | null | 8 | 817 | 4 | 2022-08-29 15:21:39.254678 | Poor | Yes | Weekly | Condo | 847 |
40,423 | 43 | Male | 145,717 | Single | 2 | Bachelor's | Unemployed | null | Urban | Comprehensive | 1 | 19 | 788 | 8 | 2021-03-03 15:21:39.155231 | Average | Yes | Rarely | Apartment | 2,678 |
40,424 | 22 | Female | 39,055 | Single | 2 | PhD | Unemployed | 16.490926 | Suburban | Basic | null | 4 | 827 | 3 | 2020-10-11 15:21:39.095696 | Good | Yes | Rarely | House | 1,761 |
40,425 | 54 | Male | 61,162 | Divorced | 2 | Bachelor's | null | 22.279815 | Rural | Basic | null | 3 | 566 | 3 | 2020-01-29 15:21:39.102694 | Poor | No | Weekly | Apartment | 187 |
40,426 | 49 | Male | 24,249 | Married | 4 | Master's | Unemployed | 5.885203 | Suburban | Basic | 1 | 1 | null | 2 | 2022-05-24 15:21:39.193945 | Poor | No | Monthly | Condo | 663 |
40,427 | 25 | Female | 26,991 | Married | 0 | Master's | Unemployed | 10.30962 | Suburban | Comprehensive | 0 | 17 | 469 | 5 | 2024-03-18 15:21:39.253660 | Good | Yes | Monthly | House | 1,284 |
40,428 | 59 | Female | 74,951 | Divorced | 1 | Bachelor's | null | 12.924633 | Urban | Basic | 2 | 2 | 833 | 5 | 2020-08-10 15:21:39.112553 | Poor | No | Weekly | Condo | 1,838 |
40,429 | 37 | Female | 667 | Single | 2 | Master's | null | 15.737853 | Urban | Basic | 3 | 3 | 439 | 3 | 2020-02-24 15:21:39.134960 | Average | No | Rarely | Condo | 1,738 |
40,430 | 45 | Male | 14,091 | Single | 1 | PhD | null | 46.367901 | Urban | Basic | null | 11 | 791 | 7 | 2022-05-28 15:21:39.143708 | Poor | Yes | Daily | Condo | 2,698 |
40,431 | 24 | Female | 24,862 | Married | 4 | Master's | Unemployed | 37.723349 | Rural | Basic | 0 | 17 | 629 | 4 | 2022-02-25 15:21:39.095696 | Good | No | Rarely | House | 1,588 |
40,432 | 42 | Male | 55,871 | Divorced | 0 | High School | Unemployed | 22.819104 | Rural | Premium | 1 | 5 | 459 | 7 | 2019-11-21 15:21:39.145732 | Good | Yes | Monthly | Condo | 897 |
40,433 | 43 | Female | 80,749 | Single | null | Bachelor's | Self-Employed | 23.769359 | Urban | Premium | 0 | 9 | 381 | 6 | 2022-11-18 15:21:39.134960 | Poor | No | Monthly | Apartment | 1,244 |
40,434 | 61 | Female | 53,942 | Single | 2 | Bachelor's | Unemployed | 40.560812 | Suburban | Premium | null | 18 | 432 | 3 | 2024-04-17 15:21:39.197445 | Average | Yes | Rarely | Apartment | 1,258 |
40,435 | 45 | Female | 12,791 | Divorced | 4 | Master's | Employed | 15.922604 | Rural | Premium | 1 | 8 | 807 | 8 | 2021-06-27 15:21:39.175719 | Average | No | Rarely | Condo | 489 |
40,436 | 39 | Female | 65,281 | Single | 0 | Bachelor's | null | 22.690888 | Urban | Premium | null | 13 | 504 | 2 | 2020-06-30 15:21:39.106582 | Poor | Yes | Weekly | House | 1,985 |
40,437 | 51 | Female | 27,674 | Married | 1 | Bachelor's | null | 30.122556 | Rural | Basic | null | 8 | 665 | 1 | 2020-04-16 15:21:39.155231 | Good | Yes | Rarely | Apartment | 1,003 |
40,438 | 35 | Female | 4,396 | Single | 0 | PhD | Unemployed | 24.07857 | Suburban | Comprehensive | 0 | 3 | 714 | 9 | 2024-05-08 15:21:39.154008 | null | Yes | Monthly | Condo | 537 |
40,439 | 61 | Female | 1,398 | Married | null | Master's | null | 6.928809 | Rural | Comprehensive | null | 10 | 748 | 1 | 2024-02-23 15:21:39.144722 | Good | No | Daily | Apartment | 27 |
40,440 | null | Male | 14,054 | Divorced | null | High School | Unemployed | 15.955633 | Rural | Comprehensive | 0 | 1 | null | 1 | 2023-11-19 15:21:39.155231 | Poor | No | Rarely | Apartment | 548 |
40,441 | 25 | Male | 5,535 | Married | 0 | High School | null | 37.099897 | Urban | Premium | 0 | 10 | 447 | 2 | 2019-12-31 15:21:39.255696 | Poor | No | Monthly | Apartment | 3,167 |
40,442 | 43 | Female | 1,429 | Married | 4 | Master's | Unemployed | null | Urban | Comprehensive | 2 | 12 | 547 | 4 | 2022-05-13 15:21:39.208842 | Good | No | Monthly | Apartment | 612 |
40,443 | 54 | Male | null | Single | 0 | PhD | null | 19.717872 | Urban | Comprehensive | null | 7 | 613 | 8 | 2021-12-20 15:21:39.134960 | Poor | No | Rarely | Condo | 150 |
40,444 | 33 | Male | 34,128 | Single | 1 | PhD | Self-Employed | 27.539608 | Urban | Premium | null | 9 | 488 | 2 | 2019-11-17 15:21:39.222387 | Good | No | Rarely | Apartment | 1,620 |
40,445 | 34 | Female | 25,982 | Single | 0 | PhD | Employed | 25.739092 | Urban | Basic | 0 | 11 | 703 | 9 | 2022-12-28 15:21:39.237118 | Good | Yes | Weekly | Apartment | 1,404 |
40,446 | 56 | Female | 43,798 | Divorced | 3 | Master's | Unemployed | 25.182994 | Urban | Premium | 0 | 17 | 577 | 9 | 2020-09-05 15:21:39.266452 | Average | No | Weekly | Condo | 724 |
40,447 | 38 | Male | 2,023 | null | 2 | High School | null | 18.685542 | Rural | Comprehensive | 0 | 14 | 481 | 4 | 2020-01-04 15:21:39.155231 | Average | Yes | Daily | Apartment | 1,277 |
40,448 | 62 | Female | 3,546 | Married | 4 | Bachelor's | Employed | 21.241817 | Urban | Premium | null | 9 | 511 | 5 | 2019-09-04 15:21:39.231531 | Poor | Yes | Rarely | House | 519 |
40,449 | null | Female | null | Divorced | 2 | Master's | Self-Employed | 4.84835 | Suburban | Premium | 0 | 1 | 436 | 1 | 2022-12-04 15:21:39.194829 | Good | Yes | Daily | Condo | 1,507 |
40,450 | 37 | Female | null | Single | 0 | High School | Unemployed | 14.894087 | Suburban | Premium | null | 0 | null | 4 | 2023-02-27 15:21:39.166062 | Average | Yes | Weekly | Condo | 266 |
40,451 | 27 | Female | 43,858 | Single | 0 | PhD | Self-Employed | 32.828402 | Suburban | Comprehensive | 1 | 3 | 745 | 7 | 2020-09-04 15:21:39.263607 | Good | No | Daily | House | 531 |
40,452 | 20 | Male | 147,492 | Married | 3 | Bachelor's | Employed | 33.638483 | Rural | Premium | null | 16 | null | 7 | 2021-06-16 15:21:39.266452 | Good | Yes | Weekly | Apartment | 136 |
40,453 | 21 | Female | 92,345 | Single | 4 | PhD | null | 36.816299 | Urban | Premium | 1 | 14 | 419 | 8 | 2023-10-22 15:21:39.237118 | Good | No | Monthly | Apartment | 542 |
40,454 | 48 | Female | 31,368 | Married | 2 | High School | null | 10.869361 | Suburban | Basic | 1 | 17 | 641 | 5 | 2022-05-04 15:21:39.097737 | Poor | No | Weekly | House | 657 |
40,455 | 48 | Male | 6,942 | Divorced | null | High School | Unemployed | 29.153622 | Suburban | Basic | 1 | 5 | 517 | 4 | 2023-04-07 15:21:39.174719 | Average | Yes | Rarely | Apartment | 1,217 |
40,456 | 30 | Female | 17,688 | Single | null | Master's | Employed | 45.708912 | Urban | Premium | 1 | 12 | 791 | 9 | 2021-02-08 15:21:39.109552 | Average | Yes | Monthly | Condo | 1,213 |
40,457 | 61 | Female | null | Divorced | 0 | Master's | null | 25.716018 | Suburban | Basic | 0 | 17 | 583 | 1 | 2024-03-16 15:21:39.173834 | Poor | No | Monthly | Apartment | 100 |
40,458 | 57 | Male | 1,377 | Divorced | 2 | Master's | Employed | 36.698828 | Suburban | Comprehensive | null | 5 | 486 | 2 | 2024-03-11 15:21:39.246098 | Average | Yes | Daily | Condo | 94 |
40,459 | 49 | Male | 46,829 | Married | null | Master's | Unemployed | 17.253365 | Urban | Basic | null | 10 | 702 | 7 | 2019-11-13 15:21:39.226954 | null | Yes | Rarely | House | 1,755 |
40,460 | 19 | Female | 59,624 | Single | 2 | PhD | Employed | null | Rural | Premium | 1 | 17 | 705 | 1 | 2024-05-08 15:21:39.189223 | Poor | No | Daily | Condo | 2,421 |
40,461 | 32 | Male | 38,446 | Married | 1 | Master's | null | 29.782337 | Suburban | Premium | 0 | 1 | 751 | 8 | 2024-06-06 15:21:39.082499 | Good | No | Rarely | Apartment | 395 |
40,462 | 45 | Male | 5,838 | Divorced | 3 | Bachelor's | null | 48.161019 | Suburban | Basic | 1 | 0 | 779 | 9 | 2020-08-14 15:21:39.155231 | Good | No | Monthly | Condo | 504 |
40,463 | 22 | Female | 42,291 | Single | 2 | PhD | null | 23.142012 | Urban | Basic | 3 | 3 | 385 | 7 | 2020-06-13 15:21:39.231531 | Good | No | Monthly | Apartment | 4,683 |
40,464 | 50 | Male | 2,663 | Married | 0 | PhD | null | 22.386889 | Suburban | Comprehensive | null | 12 | 454 | 1 | 2021-01-19 15:21:39.144722 | Average | No | Rarely | House | 588 |
40,465 | 50 | Male | 35,153 | Married | 0 | Master's | null | 32.778907 | Urban | Comprehensive | 3 | 13 | 622 | 4 | 2019-12-14 15:21:39.123711 | Average | Yes | Daily | Condo | 1,680 |
40,466 | 31 | Male | 5,090 | Single | 3 | High School | Unemployed | null | Rural | Comprehensive | null | 2 | 459 | 5 | 2021-11-28 15:21:39.245086 | Good | Yes | Rarely | Apartment | 823 |
40,467 | 41 | Male | 27,674 | Married | 0 | Bachelor's | Unemployed | 41.829667 | Urban | Comprehensive | 1 | 17 | 787 | 2 | 2021-02-24 15:21:39.134960 | Good | Yes | Weekly | Apartment | 839 |
40,468 | 47 | Male | 44,744 | Single | 1 | PhD | Unemployed | 12.776076 | Suburban | Basic | 0 | 15 | 764 | 6 | 2024-07-09 15:21:39.155231 | Average | Yes | Daily | Condo | 466 |
40,469 | 58 | Male | 6,935 | Married | 2 | Master's | Unemployed | 34.566964 | Suburban | Basic | 2 | 3 | 834 | 4 | 2020-11-12 15:21:39.105504 | Poor | No | Rarely | Condo | 1,499 |
40,470 | 35 | Female | 5,873 | Divorced | 0 | PhD | null | 14.722128 | Rural | Basic | 2 | 5 | 534 | 5 | 2024-04-18 15:21:39.155231 | Good | Yes | Daily | House | 2,108 |
40,471 | 23 | Female | 16,097 | Divorced | 1 | Master's | null | 17.277058 | Suburban | Premium | 1 | 8 | 714 | 9 | 2019-12-01 15:21:39.247098 | Poor | No | Monthly | Condo | 822 |
40,472 | 53 | Female | 8,077 | Married | 2 | PhD | Employed | null | Rural | Basic | null | 13 | 786 | 9 | 2023-01-27 15:21:39.155231 | Poor | Yes | Weekly | Apartment | 1,244 |
40,473 | 58 | Female | 83,065 | Divorced | null | PhD | Employed | 25.4394 | Suburban | Basic | 1 | 14 | 417 | 8 | 2021-09-08 15:21:39.237118 | Poor | No | Monthly | House | 1,343 |
40,474 | 21 | Male | 548 | Divorced | 3 | Master's | Unemployed | 9.654495 | Urban | Comprehensive | 3 | 1 | 589 | 1 | 2019-11-28 15:21:39.192212 | Average | No | Monthly | Apartment | 1,827 |
40,475 | 26 | Male | 20,882 | Single | 0 | High School | Self-Employed | 27.82426 | Rural | Basic | 0 | 2 | 830 | 1 | 2020-03-25 15:21:39.253660 | Average | No | Daily | Condo | 268 |
40,476 | 37 | Female | 1,034 | Divorced | 4 | PhD | Self-Employed | 17.377626 | Rural | Comprehensive | null | 6 | 439 | 1 | 2022-08-28 15:21:39.134960 | Good | Yes | Monthly | Condo | 1,373 |
40,477 | 44 | Male | 137,928 | Divorced | 0 | PhD | null | 38.035468 | Rural | Basic | 0 | 2 | 649 | 6 | 2024-04-17 15:21:39.237118 | null | Yes | Weekly | Condo | 426 |
40,478 | 34 | Female | 35,017 | Divorced | 0 | PhD | Employed | 35.641274 | Urban | Basic | null | 0 | 690 | 8 | 2020-01-11 15:21:39.134960 | Good | No | Daily | House | 753 |
40,479 | 57 | Male | 93,641 | Divorced | 4 | Bachelor's | null | 36.067666 | Suburban | Basic | null | 19 | 605 | 8 | 2024-04-14 15:21:39.081504 | Good | No | Daily | Condo | 226 |
40,480 | 22 | Female | 2,472 | Divorced | 3 | Bachelor's | Employed | 31.919271 | Urban | Premium | null | 3 | 511 | 7 | 2022-10-16 15:21:39.172097 | Poor | No | Rarely | Condo | 27 |
40,481 | 40 | Male | 33,647 | Single | 2 | High School | Unemployed | 28.006426 | Rural | Basic | null | 13 | 467 | 4 | 2021-06-14 15:21:39.192212 | Average | No | Monthly | Condo | 524 |
40,482 | 21 | Male | 28,409 | Single | 3 | High School | Self-Employed | 27.636189 | Rural | Basic | 1 | 14 | 511 | 7 | 2023-07-15 15:21:39.098696 | Good | No | Rarely | Condo | 586 |
40,483 | 60 | Female | 5,869 | Married | 1 | High School | Unemployed | 27.838961 | Suburban | Comprehensive | null | 12 | null | 6 | 2021-09-19 15:21:39.155061 | Good | No | Weekly | Condo | 752 |
40,484 | 32 | Male | 2,720 | Married | 0 | Bachelor's | null | 29.088837 | Suburban | Basic | null | 11 | null | 6 | 2021-05-30 15:21:39.192212 | null | No | Rarely | Condo | 2,342 |
40,485 | 55 | Male | 30,743 | Married | 2 | Bachelor's | Employed | 8.164803 | Suburban | Premium | null | 5 | null | 5 | 2023-05-03 15:21:39.289099 | Good | Yes | Monthly | Apartment | 2,123 |
40,486 | 46 | Female | 17,010 | Divorced | 4 | PhD | Employed | 21.353826 | Urban | Comprehensive | null | 18 | 531 | 5 | 2022-05-21 15:21:39.237118 | Average | No | Rarely | Condo | 362 |
40,487 | 36 | Male | 5,319 | Single | 3 | Bachelor's | Self-Employed | 10.073072 | Urban | Premium | 1 | 10 | 811 | 3 | 2021-08-03 15:21:39.272456 | Good | Yes | Rarely | Condo | 437 |
40,488 | 54 | Female | 13,729 | Divorced | 2 | High School | Self-Employed | 49.038777 | Urban | Premium | 1 | 9 | 779 | 2 | 2020-08-22 15:21:39.194829 | Average | No | Weekly | Apartment | 573 |
40,489 | 32 | Male | 37,029 | Divorced | 4 | PhD | Self-Employed | 35.867964 | Urban | Premium | null | 0 | 612 | 8 | 2020-12-03 15:21:39.109552 | Average | No | Weekly | Apartment | 94 |
40,490 | 23 | Male | 11,926 | Single | 4 | Master's | Unemployed | 37.681709 | Urban | Comprehensive | null | 1 | 827 | 4 | 2023-08-21 15:21:39.096739 | Average | Yes | Rarely | Apartment | 757 |
40,491 | 58 | Female | 135,871 | Married | 3 | Master's | Self-Employed | 12.473549 | Urban | Basic | 0 | 0 | 351 | 1 | 2021-11-03 15:21:39.134960 | Poor | No | Daily | Apartment | 959 |
40,492 | 52 | Male | 69,799 | Married | 0 | PhD | null | 12.584754 | Urban | Comprehensive | 1 | 0 | 489 | 1 | 2023-10-08 15:21:39.229482 | Good | No | Weekly | House | 119 |
40,493 | 21 | Male | null | Divorced | 2 | High School | Self-Employed | 23.637842 | Rural | Premium | 3 | 16 | 751 | 8 | 2023-04-22 15:21:39.126661 | null | No | Weekly | Condo | 547 |
40,494 | 33 | Male | 18,297 | Single | 2 | PhD | Self-Employed | 36.262898 | Urban | Comprehensive | null | 19 | 673 | 4 | 2019-08-30 15:21:39.081504 | Good | Yes | Weekly | Apartment | 2,973 |
40,495 | 30 | Male | null | Divorced | 0 | PhD | Employed | null | Urban | Basic | 0 | 19 | null | 7 | 2019-12-15 15:21:39.114118 | Average | Yes | Rarely | House | 2,192 |
40,496 | 18 | Female | 915 | Single | 3 | Master's | Self-Employed | null | Suburban | Basic | null | 10 | 752 | 2 | 2022-06-21 15:21:39.094752 | Poor | No | Rarely | House | 662 |
40,497 | 32 | Male | 39,726 | Single | 3 | PhD | Unemployed | 34.657702 | Urban | Premium | null | 6 | 626 | 6 | 2021-11-07 15:21:39.093681 | Poor | No | Monthly | Apartment | 1,016 |
40,498 | 34 | Male | 65,740 | Divorced | null | PhD | Employed | 10.907164 | Suburban | Basic | 0 | 0 | 446 | 5 | 2024-04-11 15:21:39.187211 | Good | Yes | Monthly | Apartment | 785 |
40,499 | 41 | Male | 2,726 | Single | 4 | PhD | Unemployed | 21.1828 | Rural | Comprehensive | 2 | 8 | 622 | 4 | 2020-02-13 15:21:39.288099 | Average | Yes | Daily | Apartment | 1,327 |
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