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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38,700 | 24 | Female | null | Divorced | 4 | High School | null | 27.694778 | Urban | Premium | 1 | 14 | 782 | 6 | 2022-09-21 15:21:39.134960 | Good | No | Weekly | Condo | 301 |
38,701 | 31 | Female | 62,520 | Single | 4 | Bachelor's | Unemployed | 40.092585 | Suburban | Premium | 1 | 18 | 685 | 8 | 2020-05-06 15:21:39.252145 | Poor | Yes | Rarely | Condo | 389 |
38,702 | 41 | Female | 3,354 | Single | 0 | High School | Unemployed | 25.96449 | Suburban | Premium | 1 | 9 | 456 | 6 | 2023-03-25 15:21:39.181605 | Average | No | Weekly | House | 565 |
38,703 | null | Male | 64,779 | Married | 2 | PhD | Unemployed | 25.439051 | Rural | Premium | null | 9 | null | 5 | 2021-12-18 15:21:39.111551 | Good | Yes | Weekly | Apartment | 186 |
38,704 | 37 | Female | 34,049 | Married | 2 | PhD | null | 31.890814 | Rural | Premium | null | 11 | null | 3 | 2021-01-02 15:21:39.269494 | Average | No | Weekly | House | 594 |
38,705 | 51 | Female | 13,575 | Single | 2 | High School | Employed | 42.802535 | Urban | Premium | 1 | 6 | 695 | 1 | 2019-08-18 15:21:39.224915 | Average | Yes | Weekly | House | 211 |
38,706 | 42 | Female | 9,894 | Divorced | 4 | High School | Unemployed | 36.9238 | Suburban | Comprehensive | null | 2 | 676 | 8 | 2021-12-11 15:21:39.263607 | Average | Yes | Rarely | Condo | 858 |
38,707 | 30 | Male | 81,914 | Married | 3 | High School | Unemployed | 15.016886 | Urban | Comprehensive | 2 | 8 | 756 | 8 | 2024-07-28 15:21:39.107553 | Good | No | Daily | Condo | 2,036 |
38,708 | 44 | Female | 40,454 | Divorced | 4 | PhD | Unemployed | 26.567707 | Urban | Comprehensive | null | 19 | 552 | 4 | 2024-01-04 15:21:39.134960 | Poor | Yes | Weekly | Condo | 1,414 |
38,709 | 52 | Female | 381 | Single | 0 | Master's | null | 35.699327 | Rural | Comprehensive | 0 | 6 | 442 | 7 | 2024-03-02 15:21:39.087123 | Poor | Yes | Rarely | Apartment | 679 |
38,710 | 51 | Female | 15,279 | Married | 0 | Master's | null | 14.019701 | Suburban | Basic | 1 | 13 | 795 | 3 | 2021-01-02 15:21:39.097737 | Poor | No | Rarely | Condo | 872 |
38,711 | 61 | Male | 6,945 | Single | 2 | High School | Employed | 43.05623 | Rural | Premium | null | 8 | 567 | 9 | 2021-10-09 15:21:39.095696 | Good | Yes | Rarely | Apartment | 646 |
38,712 | 43 | Male | 23,287 | Single | null | Bachelor's | null | 23.674603 | Rural | Premium | null | 18 | 319 | 2 | 2022-09-27 15:21:39.192212 | Poor | Yes | Daily | Apartment | 1,240 |
38,713 | 61 | Male | null | Divorced | null | High School | null | 47.914058 | Urban | Basic | 0 | 5 | null | 5 | 2020-05-22 15:21:39.173834 | Good | Yes | Daily | House | 158 |
38,714 | 57 | Male | 18,442 | Married | 3 | PhD | Unemployed | 32.914163 | Urban | Comprehensive | 1 | 12 | 473 | 7 | 2021-10-19 15:21:39.134960 | Good | No | Monthly | Apartment | 822 |
38,715 | 37 | Male | 15,507 | Married | 2 | Master's | Self-Employed | 28.764127 | Suburban | Premium | 0 | 13 | 661 | 8 | 2020-02-27 15:21:39.167099 | Poor | Yes | Weekly | Apartment | 1,237 |
38,716 | 29 | Female | 463 | Single | 0 | Bachelor's | Self-Employed | 17.277972 | Urban | Basic | 0 | 14 | 699 | 3 | 2021-11-18 15:21:39.083497 | Poor | Yes | Weekly | Condo | 2,343 |
38,717 | 40 | Female | 35,311 | Divorced | 4 | Master's | Self-Employed | 25.867787 | Urban | Comprehensive | 1 | 1 | 651 | 1 | 2022-02-15 15:21:39.092127 | Average | Yes | Daily | Apartment | 656 |
38,718 | 52 | Male | 55,701 | Single | null | PhD | Employed | null | Urban | Comprehensive | 2 | 13 | 381 | 3 | 2019-10-19 15:21:39.155231 | Poor | No | Daily | House | 2,357 |
38,719 | 51 | Female | 1,795 | null | null | High School | null | 26.170769 | Suburban | Basic | 0 | 16 | 461 | 7 | 2019-10-26 15:21:39.274993 | Poor | Yes | Monthly | Apartment | 1,258 |
38,720 | 45 | Female | 43,876 | Married | 2 | High School | Self-Employed | 27.294094 | Rural | Comprehensive | 2 | 19 | 461 | 5 | 2021-03-10 15:21:39.198406 | Average | Yes | Daily | Condo | 1,527 |
38,721 | 43 | Female | 968 | Divorced | 1 | Master's | Self-Employed | null | Urban | Comprehensive | 0 | 10 | 628 | 9 | 2020-01-13 15:21:39.133866 | Average | No | Rarely | Apartment | 2,218 |
38,722 | 57 | Male | 82,264 | Single | 4 | High School | Self-Employed | 48.979359 | Urban | Basic | 1 | 16 | 447 | 9 | 2022-09-16 15:21:39.261856 | Poor | Yes | Weekly | Apartment | 1,181 |
38,723 | null | Female | 43,007 | Married | 0 | Bachelor's | null | 34.186917 | Suburban | Premium | null | 18 | 756 | 7 | 2019-09-04 15:21:39.192212 | Poor | No | Rarely | Condo | 1,290 |
38,724 | 35 | Female | 61,707 | Divorced | 0 | PhD | Employed | 29.265795 | Rural | Premium | null | 0 | 315 | 9 | 2022-09-03 15:21:39.155231 | Good | No | Daily | Apartment | 629 |
38,725 | 36 | Female | 7,982 | Single | 4 | PhD | null | 24.923997 | Urban | Premium | null | 8 | 552 | 7 | 2023-01-31 15:21:39.231531 | Good | Yes | Daily | Apartment | 574 |
38,726 | 38 | Female | 36,875 | Single | 4 | Master's | Self-Employed | 7.695564 | Urban | Basic | 2 | 5 | 551 | 6 | 2019-12-12 15:21:39.194829 | Poor | No | Rarely | Condo | 913 |
38,727 | 38 | Male | 7,850 | Married | 3 | Master's | null | 28.527417 | Rural | Premium | 1 | 7 | 799 | 3 | 2021-08-08 15:21:39.091080 | Average | Yes | Weekly | Apartment | 1,513 |
38,728 | 52 | Female | 43,835 | Divorced | 0 | High School | null | 27.271063 | Rural | Basic | 0 | 19 | 554 | 8 | 2020-02-22 15:21:39.216387 | Good | No | Daily | House | 434 |
38,729 | 37 | Male | 20,489 | Married | 0 | High School | Self-Employed | 42.830979 | Rural | Basic | 1 | 13 | 729 | 1 | 2021-11-27 15:21:39.095696 | Poor | Yes | Weekly | House | 835 |
38,730 | 53 | Male | 3,941 | Single | 1 | Master's | null | 18.494578 | Suburban | Premium | 0 | 12 | null | 3 | 2022-11-19 15:21:39.180553 | null | No | Weekly | Apartment | 695 |
38,731 | 59 | Male | 23,216 | Married | null | High School | null | 33.895293 | Suburban | Premium | 1 | 16 | 365 | 7 | 2022-12-24 15:21:39.134960 | Poor | Yes | Rarely | House | 653 |
38,732 | 34 | Male | 1,322 | Divorced | 4 | Master's | Unemployed | 48.839577 | Rural | Basic | 3 | 16 | 690 | 1 | 2019-09-11 15:21:39.090124 | null | Yes | Rarely | Apartment | 442 |
38,733 | 49 | Male | 115,205 | Divorced | 0 | PhD | null | 39.069009 | Urban | Comprehensive | 1 | 18 | null | 7 | 2023-07-31 15:21:39.155231 | Average | No | Weekly | House | 138 |
38,734 | 35 | Male | 7,092 | Divorced | 3 | Master's | Employed | null | Rural | Comprehensive | null | 16 | 526 | 5 | 2021-07-21 15:21:39.155231 | Poor | Yes | Monthly | House | 627 |
38,735 | 53 | Male | 1,937 | Single | 1 | Bachelor's | Employed | 30.71171 | Rural | Premium | 2 | 15 | null | 9 | 2020-10-07 15:21:39.175719 | Average | Yes | Rarely | Apartment | 939 |
38,736 | 46 | Male | 25,211 | Married | 0 | Master's | Unemployed | 51.882666 | Urban | Comprehensive | 3 | 14 | 489 | 2 | 2021-04-04 15:21:39.247098 | Good | Yes | Weekly | Apartment | 1,182 |
38,737 | 35 | Male | 5,961 | Single | 0 | High School | null | 35.749421 | Rural | Comprehensive | null | 10 | 645 | 9 | 2021-03-18 15:21:39.134960 | Good | Yes | Monthly | Apartment | 638 |
38,738 | 44 | Male | 22,276 | Single | 0 | Bachelor's | Self-Employed | 31.935421 | Suburban | Comprehensive | 2 | 1 | 686 | 8 | 2021-01-21 15:21:39.204790 | Good | Yes | Weekly | Apartment | 807 |
38,739 | 21 | Male | 18,091 | Divorced | 3 | Bachelor's | Unemployed | 14.715572 | Suburban | Basic | 3 | 15 | 555 | 3 | 2020-05-17 15:21:39.119168 | Poor | No | Rarely | Apartment | 87 |
38,740 | 58 | Female | 91,854 | Married | 0 | PhD | Self-Employed | 13.638411 | Rural | Comprehensive | 0 | 17 | 493 | 3 | 2022-07-26 15:21:39.259788 | Average | Yes | Daily | Apartment | 277 |
38,741 | 59 | Female | 1,740 | Single | 2 | Bachelor's | Self-Employed | 26.5924 | Suburban | Comprehensive | null | 3 | 673 | 7 | 2020-04-08 15:21:39.276901 | Poor | Yes | Weekly | Condo | 2,161 |
38,742 | 40 | Male | null | Single | 1 | High School | Self-Employed | 39.756973 | Rural | Comprehensive | 2 | 15 | 781 | 9 | 2023-03-16 15:21:39.112553 | Average | No | Monthly | Condo | 2,200 |
38,743 | 25 | Male | 38,034 | Married | null | High School | Unemployed | 4.591517 | Suburban | Comprehensive | 1 | 18 | 695 | 3 | 2024-05-26 15:21:39.081504 | Good | No | Weekly | Apartment | 350 |
38,744 | 53 | Female | null | Single | 3 | High School | Self-Employed | 10.812158 | Urban | Premium | null | 9 | 820 | 9 | 2021-01-31 15:21:39.080440 | Poor | No | Weekly | Condo | 278 |
38,745 | 36 | Female | 5,848 | Single | 0 | Master's | Self-Employed | 27.484736 | Suburban | Comprehensive | 3 | 9 | null | 7 | 2021-07-26 15:21:39.219432 | Average | Yes | Rarely | House | 2,125 |
38,746 | 43 | Female | 1,823 | Single | 0 | High School | Employed | 32.482957 | Rural | Basic | 1 | 0 | 733 | 2 | 2019-09-04 15:21:39.173834 | Average | No | Daily | Condo | 471 |
38,747 | 45 | Male | 12,892 | Divorced | 4 | Bachelor's | Self-Employed | 15.935983 | Rural | Premium | 1 | 8 | 706 | 8 | 2024-03-20 15:21:39.084065 | Good | Yes | Rarely | Condo | 721 |
38,748 | 18 | Male | 14,081 | Married | 1 | Bachelor's | Self-Employed | 23.813178 | Suburban | Premium | 0 | 2 | 533 | 2 | 2021-02-14 15:21:39.237118 | Average | No | Weekly | Condo | 602 |
38,749 | 51 | Male | 45,573 | Single | 2 | PhD | Employed | 42.529746 | Suburban | Basic | 0 | 3 | 590 | 1 | 2022-06-25 15:21:39.155231 | Good | Yes | Rarely | Apartment | 2,657 |
38,750 | 39 | Female | 7,073 | Single | 4 | PhD | Unemployed | 37.285826 | Rural | Comprehensive | null | 2 | 538 | 1 | 2021-11-11 15:21:39.272456 | Good | No | Weekly | House | 792 |
38,751 | 64 | Male | 64,020 | Single | null | Bachelor's | Unemployed | 7.869772 | Suburban | Comprehensive | 0 | 2 | 430 | 6 | 2021-09-18 15:21:39.280784 | Poor | Yes | Rarely | Condo | 638 |
38,752 | 23 | Female | 34,348 | Single | 0 | High School | Unemployed | 12.473908 | Rural | Comprehensive | 0 | 19 | 522 | 4 | 2023-08-15 15:21:39.092127 | Poor | Yes | Rarely | Condo | 561 |
38,753 | 19 | Male | 9,082 | Single | 2 | PhD | Self-Employed | null | Rural | Comprehensive | null | 3 | 618 | 6 | 2023-12-09 15:21:39.237118 | Average | Yes | Weekly | House | 798 |
38,754 | 62 | Male | 38,274 | Divorced | 0 | PhD | null | 14.879677 | Rural | Premium | 1 | 19 | 464 | 1 | 2022-07-18 15:21:39.080440 | Average | No | Monthly | House | 832 |
38,755 | 21 | Female | 35,789 | Single | 0 | Bachelor's | Employed | 27.010435 | Urban | Comprehensive | null | 11 | null | 2 | 2022-10-31 15:21:39.237118 | Average | Yes | Daily | Condo | 639 |
38,756 | 41 | Female | 116,826 | Divorced | 4 | Bachelor's | Self-Employed | 32.146468 | Rural | Basic | 1 | 8 | 354 | 3 | 2023-01-02 15:21:39.155231 | Average | No | Monthly | House | 1,318 |
38,757 | 54 | Female | 44,470 | Married | 1 | PhD | null | 15.161832 | Rural | Basic | 0 | 11 | null | 1 | 2021-05-06 15:21:39.096739 | Good | Yes | Weekly | Apartment | 588 |
38,758 | 30 | Female | 43,886 | Divorced | 3 | Master's | Unemployed | 25.735106 | Rural | Premium | null | 15 | null | 4 | 2021-03-01 15:21:39.134960 | Good | Yes | Monthly | Apartment | 1,373 |
38,759 | 44 | Female | null | Divorced | 0 | PhD | Employed | 45.59736 | Rural | Comprehensive | null | 12 | 507 | 3 | 2020-07-13 15:21:39.237118 | Average | Yes | Rarely | House | 2,186 |
38,760 | 28 | Female | 55,415 | Single | 4 | PhD | Unemployed | 31.120573 | Rural | Comprehensive | 1 | 9 | 437 | 8 | 2019-11-30 15:21:39.285112 | Average | Yes | Daily | Apartment | 688 |
38,761 | 40 | Female | 15,297 | Married | 2 | PhD | null | 12.143039 | Suburban | Comprehensive | 0 | 11 | 783 | 2 | 2022-02-09 15:21:39.254678 | Good | Yes | Daily | Condo | 627 |
38,762 | 43 | Male | 20,584 | Married | 2 | Master's | Unemployed | 16.33383 | Rural | Comprehensive | 1 | 14 | 807 | 3 | 2022-08-03 15:21:39.285112 | Average | Yes | Daily | Apartment | 1,641 |
38,763 | 36 | Male | 5,518 | Single | 2 | High School | Self-Employed | 36.496885 | Rural | Comprehensive | 4 | 10 | 437 | 3 | 2023-07-08 15:21:39.185215 | Good | Yes | Monthly | Apartment | 2,922 |
38,764 | 41 | Male | 1,796 | Divorced | 4 | Bachelor's | Unemployed | 45.490694 | Urban | Comprehensive | 0 | 12 | 662 | 5 | 2021-02-07 15:21:39.084065 | Poor | Yes | Daily | Apartment | 381 |
38,765 | 58 | Female | 30,593 | Divorced | 0 | Master's | Unemployed | 47.844999 | Urban | Basic | 2 | 2 | 842 | 6 | 2020-01-30 15:21:39.155231 | null | No | Rarely | Condo | 1,508 |
38,766 | 22 | Female | 25,787 | Single | 4 | High School | Employed | 19.058378 | Suburban | Basic | null | 3 | 787 | 9 | 2020-03-21 15:21:39.093681 | Average | No | Rarely | House | 595 |
38,767 | 54 | Female | 105,930 | Divorced | 4 | High School | null | 25.898388 | Suburban | Comprehensive | 1 | 19 | 342 | 2 | 2023-08-08 15:21:39.264504 | Good | Yes | Monthly | Apartment | 893 |
38,768 | 19 | Female | 39,803 | Single | 2 | Bachelor's | Employed | 43.539284 | Urban | Premium | 0 | 9 | 658 | 1 | 2022-02-22 15:21:39.105504 | Good | No | Rarely | Condo | 1,147 |
38,769 | 52 | Male | 47,894 | Married | 3 | PhD | Employed | 20.740636 | Rural | Comprehensive | null | 4 | 811 | 9 | 2019-10-05 15:21:39.267454 | Average | Yes | Weekly | House | 377 |
38,770 | 42 | Female | 37,265 | Divorced | 0 | PhD | Self-Employed | 47.282006 | Rural | Basic | null | 19 | 765 | 8 | 2022-01-06 15:21:39.155231 | Average | No | Monthly | Apartment | 3,129 |
38,771 | 52 | Male | 18,698 | Divorced | 4 | Bachelor's | Employed | 18.654156 | Urban | Premium | 1 | 4 | 364 | 8 | 2020-12-03 15:21:39.143708 | Good | Yes | Weekly | House | 26 |
38,772 | 50 | Female | 13,983 | Married | 4 | Master's | Unemployed | 12.442847 | Suburban | Basic | 1 | 6 | 626 | 1 | 2024-06-08 15:21:39.168099 | Poor | Yes | Rarely | House | 1,106 |
38,773 | 44 | Female | 9,051 | Married | 4 | Master's | Employed | 12.948437 | Rural | Comprehensive | null | 12 | 543 | 4 | 2024-01-09 15:21:39.177724 | Average | Yes | Monthly | Condo | 330 |
38,774 | 58 | Male | 35,223 | Single | 0 | Bachelor's | null | 32.182489 | Suburban | Comprehensive | 0 | 8 | 678 | 9 | 2023-07-03 15:21:39.098696 | Poor | No | Daily | Apartment | 486 |
38,775 | 49 | Female | 10,904 | Married | 3 | PhD | Unemployed | 14.69109 | Urban | Basic | null | 16 | 521 | 8 | 2023-03-09 15:21:39.110557 | Good | No | Daily | House | 496 |
38,776 | 51 | Female | 18,072 | Divorced | 2 | Master's | Self-Employed | 22.829844 | Urban | Basic | 1 | 8 | 692 | 5 | 2022-10-05 15:21:39.204790 | Poor | Yes | Weekly | Condo | 584 |
38,777 | 64 | Female | 114,587 | Single | 3 | PhD | Employed | 12.812094 | Urban | Comprehensive | 2 | 18 | 731 | 2 | 2023-05-27 15:21:39.237118 | Poor | Yes | Daily | House | 2,120 |
38,778 | 36 | Male | 23,783 | Married | 1 | PhD | Self-Employed | 29.361943 | Rural | Comprehensive | null | 0 | 635 | 6 | 2022-02-20 15:21:39.245086 | Poor | Yes | Monthly | Apartment | 514 |
38,779 | 33 | Female | 12,918 | Married | 3 | Bachelor's | Self-Employed | 36.624296 | Rural | Comprehensive | null | 6 | 553 | 6 | 2020-07-07 15:21:39.155231 | Poor | No | Rarely | Condo | 1,195 |
38,780 | 20 | Male | 17,284 | Single | 0 | Bachelor's | Employed | 44.485833 | Rural | Premium | null | 7 | 632 | 4 | 2024-05-12 15:21:39.282785 | Good | Yes | Rarely | Apartment | 2,900 |
38,781 | 28 | Male | 18,051 | Married | 3 | Master's | Self-Employed | 19.079354 | Rural | Premium | 1 | 2 | 819 | 7 | 2020-09-26 15:21:39.167099 | Average | No | Daily | Apartment | 722 |
38,782 | 57 | Female | 127,652 | Single | 3 | Master's | Self-Employed | 19.078388 | Suburban | Premium | 0 | 16 | 602 | 6 | 2023-02-01 15:21:39.176717 | Good | No | Weekly | House | 276 |
38,783 | null | Male | 63,335 | Married | 0 | PhD | Self-Employed | 18.402754 | Suburban | Premium | 3 | 16 | 520 | 5 | 2021-06-03 15:21:39.196387 | Average | Yes | Daily | House | 260 |
38,784 | 30 | Male | 1,312 | Single | 3 | Bachelor's | null | 24.887146 | Urban | Comprehensive | 1 | 5 | 439 | 5 | 2024-06-29 15:21:39.093681 | Average | Yes | Daily | Condo | 452 |
38,785 | 58 | Male | 3,440 | Divorced | 3 | PhD | Unemployed | 12.682449 | Suburban | Comprehensive | 0 | 6 | 505 | 3 | 2020-06-13 15:21:39.192212 | Good | Yes | Weekly | House | 2,056 |
38,786 | 37 | Male | 1,317 | Divorced | 2 | Bachelor's | null | 30.064889 | Suburban | Basic | null | 0 | 431 | 7 | 2021-06-10 15:21:39.155231 | Good | Yes | Monthly | Condo | 582 |
38,787 | 50 | Female | 46,380 | Single | null | PhD | null | 40.717598 | Rural | Premium | 2 | 4 | 772 | 1 | 2024-05-01 15:21:39.245086 | Poor | Yes | Monthly | House | 1,513 |
38,788 | 31 | Female | 8,984 | Divorced | 1 | Bachelor's | Employed | 23.991055 | Suburban | Comprehensive | 0 | 6 | 674 | 2 | 2023-07-01 15:21:39.145732 | Poor | Yes | Daily | Condo | 739 |
38,789 | 33 | Male | 116,488 | Single | 2 | Bachelor's | null | 24.928013 | Urban | Premium | 0 | 2 | 654 | 2 | 2023-09-15 15:21:39.154008 | Average | No | Monthly | Condo | 148 |
38,790 | 51 | Female | 16,807 | Married | 0 | Bachelor's | Unemployed | 32.085395 | Suburban | Basic | 3 | 16 | 444 | 4 | 2022-07-27 15:21:39.085129 | Good | Yes | Weekly | Apartment | 2,798 |
38,791 | 47 | Female | 21,211 | Married | 0 | High School | Employed | 14.892997 | Urban | Premium | 5 | 9 | 577 | 5 | 2021-03-09 15:21:39.175719 | Poor | No | Daily | Apartment | 1,327 |
38,792 | 24 | Male | 70,680 | Divorced | 0 | Master's | null | 33.908728 | Urban | Basic | 2 | 3 | 744 | 8 | 2021-06-29 15:21:39.207847 | Good | No | Weekly | Apartment | 32 |
38,793 | 42 | Female | 70,915 | Single | 0 | Master's | Self-Employed | 49.936797 | Rural | Premium | null | 18 | 643 | 8 | 2021-01-12 15:21:39.155231 | Average | Yes | Weekly | House | 2,320 |
38,794 | 26 | Female | 16,094 | Married | 2 | PhD | null | 13.164617 | Suburban | Basic | 2 | 7 | null | 3 | 2021-09-08 15:21:39.164044 | Average | Yes | Daily | Apartment | 2,346 |
38,795 | 45 | Male | 30,963 | Divorced | 0 | Master's | Unemployed | 20.791808 | Suburban | Basic | 2 | 1 | 642 | 7 | 2022-09-26 15:21:39.094752 | Average | No | Daily | House | 50 |
38,796 | 39 | Male | 20,229 | Single | 2 | High School | Unemployed | 40.571628 | Urban | Comprehensive | null | 4 | 677 | 5 | 2023-04-10 15:21:39.134960 | Good | Yes | Daily | House | 538 |
38,797 | 41 | Female | 63,515 | Married | null | PhD | null | 26.059103 | Urban | Premium | null | 1 | 316 | 6 | 2023-03-16 15:21:39.132191 | Average | No | Rarely | Apartment | 1,442 |
38,798 | 22 | Male | 845 | Divorced | 2 | Bachelor's | Self-Employed | 35.465615 | Urban | Premium | 0 | 14 | 694 | 5 | 2023-12-24 15:21:39.177724 | null | Yes | Monthly | Condo | 1,328 |
38,799 | 64 | Male | 140,522 | Married | 0 | PhD | null | 21.788116 | Suburban | Comprehensive | null | 2 | 323 | 9 | 2024-03-09 15:21:39.226954 | Poor | Yes | Weekly | House | 477 |
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