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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30,500 | 53 | Female | 40,951 | Single | 2 | PhD | Self-Employed | 26.967293 | Rural | Comprehensive | 0 | 14 | 658 | 6 | 2021-12-18 15:21:39.187211 | Good | Yes | Weekly | House | 1,643 |
30,501 | 58 | Male | 9,091 | Divorced | 2 | Master's | null | 30.449426 | Suburban | Basic | 1 | 3 | null | 7 | 2020-03-05 15:21:39.155231 | null | Yes | Daily | Apartment | 1,096 |
30,502 | 56 | Male | 15,699 | Married | 2 | Master's | Employed | 6.93469 | Urban | Basic | 1 | 3 | 833 | 8 | 2024-03-18 15:21:39.225916 | Poor | No | Weekly | House | 1,491 |
30,503 | 38 | Male | 27,358 | Married | 4 | Master's | null | 37.564763 | Urban | Comprehensive | null | 8 | 565 | 9 | 2023-02-19 15:21:39.181605 | Good | No | Weekly | Condo | 1,613 |
30,504 | 51 | Male | 72,217 | Married | 1 | PhD | Self-Employed | 13.271805 | Rural | Basic | 1 | 9 | 366 | 7 | 2021-02-19 15:21:39.143708 | Good | Yes | Daily | House | 227 |
30,505 | 32 | Female | 27,791 | Divorced | 0 | PhD | Self-Employed | 23.946168 | Urban | Comprehensive | 1 | 15 | 576 | 7 | 2020-12-13 15:21:39.126661 | Poor | No | Weekly | Apartment | 885 |
30,506 | 39 | Female | 25,961 | Divorced | 1 | PhD | Employed | null | Suburban | Premium | null | 19 | 538 | 3 | 2023-11-02 15:21:39.091080 | Average | No | Monthly | House | 1,581 |
30,507 | 26 | Male | 47,517 | Divorced | 0 | Master's | Self-Employed | 43.209968 | Urban | Premium | null | 16 | 413 | 1 | 2021-08-02 15:21:39.148733 | Good | No | Weekly | Apartment | 1,000 |
30,508 | 36 | Male | 24,486 | Married | null | High School | Unemployed | 11.551226 | Rural | Premium | null | 1 | null | 2 | 2022-07-25 15:21:39.126661 | Good | No | Weekly | House | 1,355 |
30,509 | 56 | Male | 27,498 | Divorced | 4 | High School | Employed | 30.633208 | Urban | Basic | 0 | 7 | null | 2 | 2024-02-24 15:21:39.228521 | null | Yes | Weekly | Apartment | 918 |
30,510 | 61 | Male | 341 | Single | 1 | Bachelor's | Unemployed | 18.020566 | Suburban | Basic | null | 8 | 818 | 2 | 2021-02-14 15:21:39.282785 | Average | Yes | Rarely | Apartment | 311 |
30,511 | 55 | Female | null | Married | null | Master's | Unemployed | null | Urban | Comprehensive | 4 | 19 | 549 | 9 | 2024-08-13 15:21:39.081504 | Poor | No | Rarely | House | 2,429 |
30,512 | 39 | Male | 28,450 | Married | 1 | High School | Unemployed | 30.847783 | Suburban | Basic | null | 13 | 748 | 6 | 2023-08-01 15:21:39.172097 | Average | No | Monthly | House | 2,248 |
30,513 | 19 | Female | 6,972 | Married | 4 | High School | Unemployed | 23.296716 | Rural | Premium | null | 10 | 765 | 3 | 2020-08-23 15:21:39.229482 | Poor | No | Daily | Condo | 644 |
30,514 | 34 | Male | 20,659 | Single | 4 | PhD | null | 34.382762 | Urban | Basic | 1 | 18 | 799 | 3 | 2020-09-03 15:21:39.155231 | Poor | Yes | Weekly | Apartment | 263 |
30,515 | 62 | Male | 290 | Divorced | 4 | PhD | null | 26.897438 | Rural | Premium | 2 | 2 | 693 | 4 | 2022-01-19 15:21:39.289099 | Average | Yes | Monthly | Apartment | 1,241 |
30,516 | null | Male | null | Married | 3 | Master's | null | 32.764158 | Urban | Premium | null | 12 | 316 | 5 | 2024-04-29 15:21:39.105504 | Average | Yes | Daily | House | 1,246 |
30,517 | 49 | Female | 28,039 | Single | 2 | PhD | Self-Employed | 50.592383 | Suburban | Comprehensive | null | 14 | 807 | 9 | 2022-04-10 15:21:39.165120 | Poor | No | Weekly | House | 929 |
30,518 | 19 | Female | 8,072 | Single | 2 | High School | Unemployed | 29.039626 | Suburban | Basic | null | 0 | 515 | 3 | 2021-02-11 15:21:39.134960 | Good | No | Weekly | House | 1,266 |
30,519 | 30 | Female | 23,496 | Divorced | 3 | Master's | Self-Employed | 17.572167 | Urban | Premium | 1 | 12 | 562 | 2 | 2020-12-23 15:21:39.176717 | Poor | Yes | Weekly | House | 2,101 |
30,520 | 31 | Male | 17,289 | Single | 1 | Master's | null | 35.294533 | Rural | Comprehensive | 2 | 7 | 582 | 4 | 2021-07-13 15:21:39.205850 | Poor | No | Daily | Apartment | 881 |
30,521 | 51 | Male | 11,698 | Married | 3 | Bachelor's | Unemployed | 13.08591 | Rural | Basic | 0 | 0 | 734 | 1 | 2024-01-07 15:21:39.285112 | Average | No | Daily | Condo | 724 |
30,522 | 49 | Male | 152 | Single | 0 | High School | Self-Employed | 18.510412 | Urban | Basic | 0 | 14 | 390 | 3 | 2021-04-18 15:21:39.232526 | Average | Yes | Weekly | House | 892 |
30,523 | 61 | Female | null | Married | 4 | Master's | Self-Employed | 17.90426 | Rural | Premium | 1 | 8 | 700 | 8 | 2022-06-30 15:21:39.185215 | null | Yes | Rarely | House | 221 |
30,524 | 62 | Female | 775 | Divorced | 1 | Bachelor's | Employed | 36.984974 | Urban | Premium | null | 4 | 695 | 8 | 2021-10-12 15:21:39.130190 | Good | Yes | Monthly | Apartment | 29 |
30,525 | 59 | Female | 827 | Divorced | null | High School | Self-Employed | 11.286671 | Suburban | Comprehensive | null | 15 | null | 1 | 2022-04-28 15:21:39.114118 | Average | No | Monthly | Apartment | 1,958 |
30,526 | 55 | Male | 40,497 | Married | 2 | PhD | Self-Employed | 22.057433 | Suburban | Comprehensive | null | 0 | 453 | 9 | 2023-07-07 15:21:39.134960 | Average | Yes | Daily | House | 1,266 |
30,527 | 54 | Male | 40,853 | Divorced | 4 | High School | Employed | 15.75554 | Suburban | Basic | 2 | 18 | 638 | 1 | 2021-08-12 15:21:39.154008 | Poor | Yes | Daily | Apartment | 1,089 |
30,528 | 60 | Female | 35,060 | Single | 4 | Master's | Self-Employed | 50.044553 | Urban | Premium | null | 12 | 579 | 8 | 2024-03-07 15:21:39.120168 | Poor | Yes | Daily | House | 351 |
30,529 | 48 | Female | 16,245 | Single | 2 | Master's | Unemployed | 3.578701 | Urban | Basic | null | 2 | null | 3 | 2022-05-19 15:21:39.155231 | Good | Yes | Weekly | Apartment | 910 |
30,530 | 39 | Male | 3,685 | Married | 3 | Master's | Unemployed | 43.908564 | Rural | Comprehensive | 2 | 18 | 837 | 6 | 2020-06-08 15:21:39.248098 | Good | Yes | Monthly | House | 686 |
30,531 | 32 | Female | 51,447 | Divorced | 3 | High School | Employed | 31.958988 | Urban | Basic | null | 8 | 421 | 7 | 2023-03-26 15:21:39.155231 | Good | Yes | Daily | Apartment | 1,745 |
30,532 | 40 | Male | 38,606 | Married | 3 | Master's | Self-Employed | 42.866003 | Urban | Premium | 0 | 11 | 586 | 4 | 2023-01-18 15:21:39.169102 | Average | No | Weekly | House | 1,813 |
30,533 | 37 | Female | 58,926 | Divorced | 3 | PhD | Self-Employed | 35.405301 | Rural | Basic | null | 19 | 349 | 1 | 2022-10-26 15:21:39.205850 | Average | No | Rarely | Apartment | 757 |
30,534 | 42 | Female | 1,475 | Single | 4 | High School | Employed | 20.965496 | Rural | Comprehensive | 2 | 7 | 779 | 7 | 2019-12-13 15:21:39.132191 | Average | No | Daily | Apartment | 2,567 |
30,535 | 18 | Male | 13,900 | Single | 3 | Master's | Employed | 47.808886 | Urban | Basic | 3 | 3 | 579 | 4 | 2020-12-14 15:21:39.201446 | Poor | No | Weekly | Apartment | 443 |
30,536 | 49 | Female | 42,485 | Divorced | 2 | Bachelor's | null | 13.803369 | Rural | Basic | 1 | 7 | 691 | 2 | 2020-07-27 15:21:39.208842 | Average | Yes | Daily | House | 2,076 |
30,537 | 61 | Male | 87,512 | null | 3 | High School | Unemployed | 25.539303 | Suburban | Basic | null | 6 | 632 | 3 | 2023-03-21 15:21:39.186212 | Poor | Yes | Weekly | House | 2,303 |
30,538 | 23 | Male | 56,434 | Divorced | 2 | Master's | Self-Employed | 26.534919 | Rural | Comprehensive | null | 18 | 393 | 6 | 2021-07-16 15:21:39.105504 | Poor | No | Rarely | House | 860 |
30,539 | 19 | Female | 43,822 | Married | 4 | Master's | null | 25.996598 | Suburban | Comprehensive | null | 10 | 534 | 9 | 2022-03-17 15:21:39.196387 | Poor | Yes | Monthly | Condo | 695 |
30,540 | 27 | Male | 35,598 | Single | 4 | Master's | Employed | 46.620723 | Suburban | Comprehensive | null | 4 | 657 | 1 | 2022-03-14 15:21:39.192212 | Poor | No | Rarely | Apartment | 1,714 |
30,541 | 50 | Male | 16,069 | Divorced | 4 | Bachelor's | Employed | 17.16678 | Urban | Premium | 3 | 13 | 351 | 2 | 2021-11-22 15:21:39.193945 | Average | No | Weekly | House | 31 |
30,542 | 24 | Female | 132,827 | Divorced | 0 | Bachelor's | Employed | 23.296488 | Rural | Basic | null | 6 | 816 | 6 | 2024-07-20 15:21:39.134960 | Average | No | Rarely | Condo | 4,093 |
30,543 | 64 | Male | 140,738 | Divorced | 1 | Bachelor's | Employed | 6.701544 | Rural | Premium | null | 5 | 725 | 5 | 2021-12-05 15:21:39.132191 | Poor | Yes | Weekly | Condo | 3,872 |
30,544 | 54 | Male | 2,629 | Married | 2 | High School | Self-Employed | 13.694418 | Rural | Comprehensive | 2 | 2 | 688 | 5 | 2022-01-19 15:21:39.186212 | Good | Yes | Monthly | House | 1,036 |
30,545 | 32 | Male | 18,641 | Single | 0 | PhD | Unemployed | 25.90765 | Rural | Comprehensive | 0 | 1 | 836 | 9 | 2023-04-22 15:21:39.180553 | Good | No | Monthly | Apartment | 509 |
30,546 | 40 | Male | 1,211 | Single | 1 | Master's | Employed | 51.174504 | Suburban | Comprehensive | 1 | 9 | 796 | 6 | 2024-08-06 15:21:39.155231 | Poor | No | Monthly | House | 724 |
30,547 | 47 | Male | 1,040 | Single | 1 | Bachelor's | Self-Employed | 21.865304 | Urban | Basic | 1 | 17 | 643 | 6 | 2022-11-22 15:21:39.089116 | Poor | No | Daily | Condo | 55 |
30,548 | 32 | Male | 113,820 | Divorced | 0 | Master's | Self-Employed | 50.918084 | Rural | Comprehensive | null | 4 | 830 | 2 | 2021-01-14 15:21:39.165120 | Good | Yes | Rarely | Apartment | 1,839 |
30,549 | 30 | Female | 114,817 | Single | 3 | Bachelor's | Employed | 20.48743 | Suburban | Basic | 1 | 5 | 588 | 4 | 2023-01-25 15:21:39.183598 | Average | Yes | Monthly | Condo | 70 |
30,550 | 31 | Male | 103,051 | Single | 1 | Master's | Unemployed | 19.917925 | Suburban | Comprehensive | 0 | 2 | 325 | 4 | 2022-05-14 15:21:39.088124 | Poor | Yes | Monthly | Condo | 793 |
30,551 | 43 | Female | 23,862 | Divorced | 4 | PhD | null | 15.056966 | Suburban | Basic | 0 | 15 | 705 | 4 | 2021-06-19 15:21:39.145732 | Good | No | Weekly | Condo | 736 |
30,552 | 50 | Female | 5,408 | Single | 2 | Master's | null | 21.781443 | Urban | Basic | 3 | 15 | 574 | 5 | 2019-09-11 15:21:39.169102 | null | Yes | Rarely | Condo | 497 |
30,553 | 55 | Female | 84,477 | Married | 0 | High School | null | 33.795739 | Suburban | Comprehensive | 2 | 12 | 587 | 2 | 2024-05-27 15:21:39.280784 | Poor | Yes | Weekly | House | 3,711 |
30,554 | 50 | Female | 38,662 | Divorced | 2 | Master's | Self-Employed | 34.155441 | Rural | Basic | 1 | 6 | 557 | 5 | 2022-12-12 15:21:39.144722 | Average | No | Rarely | Apartment | 1,340 |
30,555 | 21 | Female | 20,861 | Single | null | High School | Employed | 41.189038 | Urban | Comprehensive | 1 | 4 | 673 | 4 | 2021-07-11 15:21:39.155231 | Average | No | Daily | Apartment | 988 |
30,556 | 62 | Female | 6,913 | Married | 0 | Bachelor's | null | 18.847487 | Rural | Comprehensive | 0 | 0 | 710 | 6 | 2024-04-27 15:21:39.237118 | Poor | No | Daily | Condo | 471 |
30,557 | 32 | Female | 15,485 | Single | 0 | PhD | Self-Employed | 18.829946 | Suburban | Comprehensive | 0 | 15 | 742 | 3 | 2022-08-20 15:21:39.280784 | Good | Yes | Monthly | Condo | 3,473 |
30,558 | 39 | Female | 9,162 | Divorced | 1 | Bachelor's | Self-Employed | 13.87316 | Suburban | Premium | 1 | 17 | 695 | 4 | 2022-07-06 15:21:39.276901 | Good | Yes | Weekly | House | 548 |
30,559 | 59 | Male | 10,130 | Single | 2 | High School | null | 47.090782 | Urban | Premium | null | 5 | 807 | 7 | 2020-01-22 15:21:39.246098 | Poor | Yes | Weekly | House | 577 |
30,560 | 49 | Male | 38,977 | Married | 0 | High School | Self-Employed | 7.737144 | Urban | Comprehensive | null | 0 | 462 | 4 | 2021-11-14 15:21:39.263607 | Average | Yes | Rarely | House | 292 |
30,561 | 46 | Female | 884 | Married | 4 | Bachelor's | null | 28.418861 | Suburban | Basic | 1 | 14 | 457 | 1 | 2021-03-12 15:21:39.118178 | Average | Yes | Monthly | Condo | 260 |
30,562 | 56 | Female | 8,167 | Divorced | 3 | PhD | Self-Employed | 34.02372 | Urban | Premium | 1 | 14 | 647 | 3 | 2019-12-30 15:21:39.134960 | Good | Yes | Weekly | Apartment | 713 |
30,563 | 42 | Male | 105,720 | Divorced | null | Master's | null | 20.099027 | Suburban | Premium | 3 | 18 | 547 | 3 | 2020-05-14 15:21:39.272456 | Poor | Yes | Weekly | Condo | 22 |
30,564 | 57 | Female | 23,952 | Divorced | 2 | High School | null | 18.53478 | Urban | Comprehensive | 0 | 14 | 674 | 1 | 2022-11-13 15:21:39.096739 | Poor | Yes | Monthly | House | 624 |
30,565 | 57 | Male | 117,315 | Divorced | null | Master's | Employed | 7.77979 | Rural | Basic | 2 | 12 | 712 | 5 | 2019-09-30 15:21:39.081504 | null | Yes | Monthly | Condo | 1,388 |
30,566 | 20 | Male | 44,784 | Married | 0 | Master's | null | 10.547987 | Suburban | Premium | 0 | 2 | 484 | 8 | 2024-04-25 15:21:39.084065 | Good | No | Rarely | Condo | 1,407 |
30,567 | 34 | Female | 20,665 | Single | 3 | Master's | Employed | 28.782326 | Urban | Comprehensive | 0 | 16 | 738 | 5 | 2023-05-27 15:21:39.237118 | Poor | Yes | Daily | Condo | 832 |
30,568 | 42 | Male | 27,725 | Divorced | 4 | PhD | null | 10.149511 | Rural | Comprehensive | 0 | 11 | 826 | 8 | 2020-08-18 15:21:39.086123 | Good | Yes | Monthly | House | 277 |
30,569 | 44 | Female | 135,888 | Divorced | 4 | Master's | null | 48.013827 | Suburban | Basic | 2 | 19 | 406 | 2 | 2022-01-07 15:21:39.259788 | Average | No | Daily | Apartment | 687 |
30,570 | 21 | Female | 25,130 | Single | 3 | Master's | Self-Employed | 4.528412 | Urban | Premium | 1 | 17 | 642 | 2 | 2020-08-28 15:21:39.279729 | Poor | No | Monthly | Condo | 2,266 |
30,571 | 39 | Female | 33,247 | Married | 3 | Bachelor's | Self-Employed | 33.955663 | Urban | Comprehensive | null | 2 | 496 | 2 | 2023-04-15 15:21:39.089116 | null | No | Monthly | House | 1,198 |
30,572 | 62 | Male | 12,891 | Divorced | 1 | PhD | Unemployed | 36.807037 | Rural | Basic | null | 12 | 776 | 4 | 2022-03-05 15:21:39.085129 | Average | Yes | Rarely | Apartment | 477 |
30,573 | 46 | Female | 61,898 | Married | 1 | Master's | Employed | 39.593816 | Suburban | Basic | null | 18 | 775 | 2 | 2024-06-29 15:21:39.155231 | Good | Yes | Rarely | House | 100 |
30,574 | 32 | Male | 17,607 | Married | 3 | PhD | null | 32.92913 | Rural | Premium | 3 | 0 | 651 | 3 | 2024-03-05 15:21:39.149731 | Good | Yes | Weekly | House | 1,738 |
30,575 | 48 | Male | 35,318 | Married | 3 | PhD | Self-Employed | 30.05553 | Urban | Basic | 1 | 5 | 554 | 1 | 2019-10-20 15:21:39.186212 | Good | No | Rarely | Apartment | 629 |
30,576 | 50 | Male | 4,879 | Married | 3 | High School | Unemployed | null | Suburban | Premium | null | 5 | 586 | 2 | 2022-04-06 15:21:39.222387 | Poor | No | Weekly | Condo | 546 |
30,577 | 44 | Male | 43,940 | Divorced | 2 | PhD | null | 40.959686 | Urban | Comprehensive | 0 | 10 | 611 | 8 | 2020-10-02 15:21:39.244069 | Good | Yes | Daily | Condo | 805 |
30,578 | 56 | Female | 20,395 | Divorced | 3 | PhD | Unemployed | null | Urban | Basic | null | 19 | 427 | 4 | 2021-07-01 15:21:39.084065 | Good | Yes | Rarely | Apartment | 1,419 |
30,579 | 20 | Male | 83,424 | Single | 4 | Bachelor's | Employed | 34.959676 | Rural | Premium | null | 12 | 473 | 5 | 2020-05-22 15:21:39.155231 | Average | No | Rarely | Apartment | 33 |
30,580 | 31 | Female | 1,486 | Single | 3 | Bachelor's | Self-Employed | 32.907284 | Suburban | Premium | null | 16 | 424 | 6 | 2023-02-21 15:21:39.250151 | Average | Yes | Rarely | Apartment | 1,112 |
30,581 | null | Female | 39,091 | Divorced | 2 | Bachelor's | null | 45.160113 | Suburban | Basic | null | 19 | 644 | 3 | 2022-05-07 15:21:39.103944 | Good | No | Weekly | House | 1,035 |
30,582 | 18 | Male | 15,892 | Single | 0 | PhD | null | 29.053468 | Urban | Premium | null | 4 | 656 | 7 | 2023-06-12 15:21:39.237118 | Average | No | Daily | House | 1,518 |
30,583 | 41 | Male | 45,946 | Single | 3 | Master's | Unemployed | 6.099754 | Suburban | Premium | 0 | 13 | 320 | 1 | 2023-04-24 15:21:39.237118 | Good | Yes | Weekly | Apartment | 1,211 |
30,584 | 22 | Male | 70,796 | Divorced | null | PhD | Unemployed | 28.29676 | Suburban | Premium | 1 | 13 | 352 | 5 | 2024-08-03 15:21:39.155231 | Average | Yes | Weekly | Condo | 1,825 |
30,585 | 42 | Female | 143,543 | Single | 3 | PhD | Self-Employed | 11.181569 | Urban | Comprehensive | null | 10 | 445 | 5 | 2021-07-14 15:21:39.171102 | Good | No | Weekly | House | 1,260 |
30,586 | 50 | Male | 137,547 | Divorced | 4 | PhD | null | 5.01692 | Suburban | Basic | null | 16 | 477 | 6 | 2019-09-06 15:21:39.237118 | Average | Yes | Weekly | Apartment | 25 |
30,587 | 42 | Female | null | Single | 1 | Bachelor's | Unemployed | 31.296323 | Rural | Basic | 0 | 5 | 576 | 2 | 2021-02-06 15:21:39.143708 | Good | Yes | Weekly | House | 362 |
30,588 | 24 | Female | null | Married | 4 | Master's | Employed | 27.68864 | Urban | Premium | null | 18 | 586 | 8 | 2020-06-29 15:21:39.288099 | null | No | Weekly | Apartment | 112 |
30,589 | 51 | Male | 24 | Married | 2 | High School | Employed | 34.988222 | Urban | Basic | null | 17 | 790 | 4 | 2020-11-20 15:21:39.188220 | Poor | Yes | Rarely | Condo | 919 |
30,590 | 64 | Female | 10,289 | Single | 1 | Master's | Self-Employed | 28.883902 | Suburban | Premium | null | 1 | 564 | 5 | 2022-12-10 15:21:39.181605 | Poor | No | Monthly | House | 151 |
30,591 | 46 | Female | 6,076 | Single | null | PhD | Unemployed | 24.08149 | Rural | Comprehensive | 3 | 15 | 834 | 6 | 2023-03-07 15:21:39.184157 | Average | No | Daily | Condo | 2,452 |
30,592 | 23 | Female | 18,095 | Divorced | 0 | Bachelor's | null | null | Rural | Premium | 0 | 13 | 439 | 3 | 2020-11-18 15:21:39.194829 | Poor | No | Monthly | Apartment | 619 |
30,593 | 22 | Male | 49,853 | Married | 1 | High School | Employed | 7.754082 | Urban | Premium | 2 | 3 | 549 | 7 | 2019-09-05 15:21:39.197445 | Good | No | Weekly | House | 2,082 |
30,594 | 38 | Female | 2,824 | Divorced | 4 | High School | Self-Employed | 33.442579 | Urban | Premium | null | 10 | null | 5 | 2024-01-03 15:21:39.254678 | Good | Yes | Daily | Apartment | 393 |
30,595 | 51 | Male | 134,468 | Single | null | Master's | Self-Employed | 24.091921 | Rural | Comprehensive | 0 | 19 | 483 | 3 | 2019-12-17 15:21:39.190215 | Poor | No | Weekly | Apartment | 2,417 |
30,596 | 21 | Female | 123,974 | Single | 1 | PhD | Employed | 21.848291 | Suburban | Premium | null | 14 | 379 | 4 | 2023-09-21 15:21:39.155231 | Good | No | Monthly | Apartment | 35 |
30,597 | 34 | Female | 3,765 | Single | 4 | PhD | Employed | 33.57494 | Rural | Premium | 1 | 0 | 543 | 3 | 2024-07-28 15:21:39.122134 | Poor | Yes | Rarely | House | 34 |
30,598 | 51 | Male | 18,611 | Married | 1 | Bachelor's | null | 48.507933 | Suburban | Comprehensive | 1 | 4 | 772 | 1 | 2021-11-20 15:21:39.155231 | Average | Yes | Rarely | House | 1,076 |
30,599 | 51 | Female | 40,883 | Single | 1 | High School | Self-Employed | 21.057439 | Rural | Basic | 1 | 18 | 518 | 3 | 2020-11-09 15:21:39.291118 | Good | Yes | Monthly | House | 179 |
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