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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34,800 | 50 | Female | 2,393 | Divorced | 0 | Bachelor's | null | 35.294015 | Suburban | Basic | 1 | 3 | 424 | 6 | 2020-02-01 15:21:39.285112 | Average | Yes | Weekly | Apartment | 617 |
34,801 | 50 | Male | 3,901 | Married | 1 | High School | null | null | Suburban | Premium | 2 | 19 | 757 | 1 | 2019-12-07 15:21:39.134960 | Average | No | Monthly | Apartment | 33 |
34,802 | 51 | Male | 1,510 | Married | 2 | Master's | null | 44.791675 | Suburban | Basic | null | 5 | 464 | 8 | 2023-10-30 15:21:39.206847 | Good | Yes | Daily | Apartment | 2,979 |
34,803 | 49 | Female | 8,511 | Single | 2 | High School | Unemployed | 20.001964 | Rural | Premium | 2 | 14 | 515 | 5 | 2020-07-27 15:21:39.263607 | Good | Yes | Rarely | Apartment | 37 |
34,804 | 42 | Female | 15,735 | Married | 3 | Bachelor's | null | 21.955554 | Urban | Premium | null | 8 | 632 | 7 | 2024-02-19 15:21:39.081504 | Average | Yes | Weekly | House | 3,021 |
34,805 | 58 | Female | 15,886 | Married | 0 | Bachelor's | Employed | 43.239413 | Suburban | Premium | 0 | 18 | 647 | 6 | 2021-02-24 15:21:39.122134 | Good | Yes | Rarely | House | 2,047 |
34,806 | 37 | Female | 116,449 | Single | 3 | High School | Employed | 8.997932 | Rural | Comprehensive | 2 | 14 | 455 | 2 | 2022-12-16 15:21:39.229482 | Average | No | Weekly | House | 2,222 |
34,807 | 24 | Female | 48,255 | Married | 3 | High School | null | 29.403387 | Urban | Premium | 2 | 1 | 702 | 4 | 2020-09-10 15:21:39.087123 | Poor | Yes | Rarely | Apartment | 3,097 |
34,808 | 45 | Female | 9,692 | Single | 2 | Bachelor's | Employed | 11.904006 | Suburban | Premium | 1 | 7 | 467 | 5 | 2020-10-27 15:21:39.237118 | Poor | No | Weekly | Condo | 1,838 |
34,809 | 64 | Male | 735 | Single | 1 | PhD | Unemployed | 45.868777 | Suburban | Comprehensive | 2 | 6 | 828 | 8 | 2021-02-18 15:21:39.145732 | Poor | Yes | Weekly | House | 24 |
34,810 | 58 | Male | 619 | Married | 4 | Bachelor's | null | 17.054946 | Rural | Basic | 2 | 9 | null | 8 | 2021-02-11 15:21:39.120168 | Average | No | Monthly | Condo | 45 |
34,811 | 34 | Female | 13,547 | Married | 1 | High School | null | 26.920549 | Rural | Basic | 0 | 17 | 429 | 5 | 2024-05-23 15:21:39.237118 | Average | Yes | Monthly | Condo | 1,513 |
34,812 | 41 | Female | 52,731 | Married | 1 | Master's | Employed | 26.396916 | Suburban | Comprehensive | 0 | 4 | 686 | 2 | 2019-12-08 15:21:39.289099 | Good | Yes | Daily | House | 391 |
34,813 | 45 | Female | 52,682 | Single | 0 | Bachelor's | Self-Employed | 14.471475 | Suburban | Premium | null | 9 | 392 | 7 | 2021-12-22 15:21:39.105504 | Average | No | Rarely | House | 1,269 |
34,814 | 33 | Female | 10,862 | Single | 4 | Master's | Unemployed | 45.735759 | Suburban | Premium | 0 | 15 | null | 7 | 2021-01-18 15:21:39.237118 | Good | Yes | Monthly | Apartment | 824 |
34,815 | 31 | Female | 29,891 | Single | 3 | Bachelor's | null | 21.65405 | Rural | Basic | 2 | 13 | 574 | 5 | 2020-03-31 15:21:39.152732 | Good | No | Weekly | Apartment | 940 |
34,816 | 25 | Male | 27,177 | Married | 0 | Master's | Unemployed | 6.773241 | Urban | Basic | null | 0 | 793 | 6 | 2024-05-17 15:21:39.134960 | Poor | Yes | Monthly | Condo | 1,003 |
34,817 | 34 | Female | 13,333 | Single | 0 | PhD | Self-Employed | 16.853116 | Urban | Comprehensive | null | 1 | 577 | 5 | 2019-12-03 15:21:39.272456 | Good | Yes | Monthly | House | 2,102 |
34,818 | 45 | Male | 18,194 | Married | 4 | Master's | Employed | 15.997411 | Suburban | Basic | null | 3 | 718 | 4 | 2022-07-14 15:21:39.182597 | Poor | No | Weekly | Apartment | 871 |
34,819 | 60 | Male | 1,396 | Single | 3 | High School | Employed | 52.1366 | Rural | Premium | 3 | 10 | 359 | 3 | 2021-05-28 15:21:39.087123 | Average | No | Monthly | Apartment | 1,466 |
34,820 | 29 | Male | 59,033 | Married | 3 | Master's | Unemployed | 28.37284 | Suburban | Premium | null | 17 | 634 | 7 | 2024-02-02 15:21:39.289099 | Average | Yes | Monthly | Condo | 264 |
34,821 | 36 | Male | 23,025 | Divorced | 3 | Master's | Employed | 10.938144 | Urban | Premium | 2 | 11 | 618 | 7 | 2021-11-16 15:21:39.134960 | Poor | No | Daily | Apartment | 1,263 |
34,822 | 57 | Female | 122,786 | Divorced | 2 | High School | Employed | 50.794341 | Urban | Basic | 0 | 11 | null | 9 | 2023-07-27 15:21:39.271453 | Poor | No | Daily | House | 39 |
34,823 | 41 | Male | 39,702 | Married | 1 | Bachelor's | Self-Employed | 20.749804 | Urban | Basic | 2 | 6 | null | 1 | 2022-03-02 15:21:39.131192 | Average | No | Rarely | Condo | 164 |
34,824 | 35 | Male | 35,626 | Married | 0 | Master's | null | 21.534321 | Rural | Basic | null | 14 | 547 | 7 | 2020-09-11 15:21:39.200452 | Average | No | Monthly | Condo | 356 |
34,825 | 27 | Female | null | Divorced | 2 | Master's | Self-Employed | null | Suburban | Premium | null | 5 | 456 | 8 | 2022-04-14 15:21:39.132191 | Good | Yes | Daily | Apartment | 542 |
34,826 | 42 | Female | 91,684 | Divorced | 0 | Bachelor's | null | 11.926189 | Suburban | Comprehensive | null | 8 | 380 | 7 | 2020-04-06 15:21:39.168099 | Poor | No | Daily | Condo | 1,271 |
34,827 | 29 | Male | 6,939 | Divorced | null | PhD | Employed | 4.085726 | Rural | Basic | null | 14 | 780 | 6 | 2021-07-13 15:21:39.263607 | Poor | Yes | Weekly | Apartment | 3,294 |
34,828 | 31 | Male | 9,051 | Married | 2 | PhD | null | 35.536848 | Suburban | Premium | 1 | 13 | 446 | 3 | 2020-09-13 15:21:39.128286 | Good | Yes | Daily | Condo | 1,356 |
34,829 | 50 | Male | 35,192 | Single | 4 | High School | Unemployed | 24.056227 | Rural | Comprehensive | null | 17 | 709 | 5 | 2023-11-07 15:21:39.134960 | Good | Yes | Monthly | Condo | 543 |
34,830 | 34 | Male | 122,886 | Married | null | Bachelor's | Employed | 21.095219 | Suburban | Basic | 0 | 2 | 454 | 7 | 2023-04-18 15:21:39.171102 | Average | No | Monthly | Condo | 2,242 |
34,831 | null | Female | null | Married | 4 | Bachelor's | Unemployed | 25.679315 | Suburban | Basic | null | 12 | 351 | 6 | 2020-03-21 15:21:39.214388 | Poor | Yes | Daily | Condo | 253 |
34,832 | 18 | Male | 60,788 | Married | 4 | High School | Unemployed | 21.782889 | Rural | Comprehensive | 2 | 19 | null | 9 | 2019-10-31 15:21:39.083497 | Good | Yes | Monthly | House | 2,791 |
34,833 | 58 | Female | 30,292 | Married | 2 | High School | Self-Employed | 23.81365 | Urban | Premium | 0 | 5 | 707 | 7 | 2022-09-29 15:21:39.261856 | Good | Yes | Monthly | Condo | 569 |
34,834 | 23 | Female | 24,863 | Divorced | 0 | Bachelor's | Self-Employed | 46.829956 | Suburban | Comprehensive | 1 | 9 | 487 | 5 | 2024-04-23 15:21:39.172097 | Good | No | Daily | Apartment | 394 |
34,835 | 40 | Female | 29,087 | Married | 4 | PhD | null | 42.683009 | Suburban | Premium | 1 | 8 | 598 | 5 | 2021-05-01 15:21:39.253660 | Average | No | Weekly | Apartment | 2,196 |
34,836 | 36 | Male | 86,012 | Married | 1 | Bachelor's | Employed | 12.751225 | Suburban | Comprehensive | null | 14 | null | 1 | 2022-04-20 15:21:39.226954 | Good | Yes | Rarely | House | 178 |
34,837 | 45 | Male | 645 | Married | 0 | Bachelor's | Self-Employed | 10.554768 | Urban | Basic | 2 | 10 | 582 | 4 | 2023-02-04 15:21:39.181605 | Poor | Yes | Monthly | Apartment | 582 |
34,838 | 56 | Female | 34,173 | Married | 4 | Master's | Unemployed | 40.079191 | Suburban | Basic | null | 16 | 737 | 1 | 2024-05-22 15:21:39.132191 | Poor | No | Daily | Condo | 709 |
34,839 | 64 | Male | 1,233 | Married | 4 | PhD | Self-Employed | 23.228811 | Rural | Basic | null | 4 | 729 | 4 | 2023-07-24 15:21:39.090124 | Good | No | Monthly | Condo | 2,248 |
34,840 | 45 | Male | 142,667 | Divorced | null | Bachelor's | Self-Employed | 15.135517 | Urban | Basic | 2 | 19 | 417 | 1 | 2023-06-08 15:21:39.155231 | Average | Yes | Rarely | Apartment | 1,713 |
34,841 | 21 | Female | 75,356 | null | 1 | PhD | null | 26.420216 | Suburban | Premium | null | 3 | 416 | 4 | 2022-08-14 15:21:39.132191 | Average | Yes | Weekly | House | 1,895 |
34,842 | 41 | Female | 17,982 | Married | 3 | High School | Employed | 15.91718 | Rural | Premium | null | 17 | 749 | 1 | 2021-05-19 15:21:39.170099 | Average | No | Rarely | Condo | 1,233 |
34,843 | 36 | Female | 78,786 | Divorced | 0 | Master's | Unemployed | 10.644041 | Urban | Premium | 2 | 0 | 843 | 5 | 2023-12-31 15:21:39.123711 | Good | No | Daily | Apartment | 55 |
34,844 | 30 | Female | 14,094 | Single | null | Bachelor's | Self-Employed | 33.872197 | Suburban | Basic | 0 | 6 | 562 | 4 | 2020-09-07 15:21:39.180553 | Average | No | Daily | Apartment | 728 |
34,845 | 49 | Female | 7,814 | Married | 3 | Bachelor's | Self-Employed | 42.874015 | Rural | Premium | 0 | 19 | 319 | 6 | 2020-03-13 15:21:39.196387 | Average | No | Monthly | Condo | 812 |
34,846 | 55 | Female | 24,838 | Single | 3 | High School | null | 11.003221 | Suburban | Basic | 2 | 15 | 758 | 3 | 2023-06-02 15:21:39.134960 | Good | Yes | Weekly | Condo | 1,320 |
34,847 | 35 | Female | 29,069 | Divorced | 0 | Master's | Self-Employed | 39.814369 | Rural | Basic | 2 | 2 | 786 | 6 | 2022-12-08 15:21:39.254678 | Poor | No | Weekly | Condo | 928 |
34,848 | 49 | Male | 39,769 | Divorced | 2 | Master's | Self-Employed | 15.844232 | Urban | Basic | 0 | 4 | 788 | 4 | 2020-03-16 15:21:39.134960 | Average | No | Weekly | Apartment | 843 |
34,849 | 63 | Male | 749 | Married | 4 | PhD | Self-Employed | 9.252735 | Suburban | Comprehensive | 2 | 8 | 711 | 4 | 2021-12-10 15:21:39.134960 | Good | Yes | Daily | Condo | 803 |
34,850 | 35 | Female | 28,112 | Married | 0 | PhD | Employed | 30.089921 | Rural | Premium | null | 15 | 472 | 5 | 2021-12-03 15:21:39.232526 | Average | No | Daily | House | 2,200 |
34,851 | 35 | Female | 18,077 | Married | 0 | Master's | Unemployed | 35.272153 | Urban | Comprehensive | null | 14 | 394 | 1 | 2020-08-20 15:21:39.186212 | Poor | No | Rarely | House | 1,049 |
34,852 | 33 | Male | 10,086 | Married | 4 | PhD | null | 5.693811 | Suburban | Comprehensive | null | 6 | 734 | 8 | 2021-08-02 15:21:39.155231 | Average | Yes | Weekly | Condo | 495 |
34,853 | 19 | Female | 18,796 | Divorced | 3 | High School | Self-Employed | 8.822268 | Urban | Premium | null | 16 | null | 2 | 2020-01-15 15:21:39.165120 | Poor | Yes | Monthly | Apartment | 1,568 |
34,854 | 24 | Male | 47,329 | Married | 3 | Bachelor's | Employed | 36.678311 | Suburban | Comprehensive | 3 | 16 | 843 | 1 | 2022-07-10 15:21:39.155231 | null | No | Weekly | Apartment | 892 |
34,855 | 24 | Male | 15,306 | Divorced | 1 | Master's | Unemployed | 27.89741 | Suburban | Comprehensive | 1 | 5 | 586 | 4 | 2022-03-30 15:21:39.205850 | Poor | Yes | Monthly | House | 425 |
34,856 | 47 | Male | 1,486 | Divorced | 2 | PhD | null | null | Urban | Comprehensive | 0 | 13 | 719 | 6 | 2022-07-08 15:21:39.253660 | Average | No | Daily | House | 1,883 |
34,857 | 57 | Female | null | Divorced | 3 | Master's | Unemployed | 29.098468 | Urban | Basic | 2 | 1 | 647 | 2 | 2024-03-09 15:21:39.274993 | null | Yes | Daily | Condo | 118 |
34,858 | 40 | Male | 8,078 | Married | 1 | PhD | null | 14.283597 | Rural | Comprehensive | null | 4 | 767 | 1 | 2021-02-19 15:21:39.100695 | Poor | No | Monthly | Apartment | 756 |
34,859 | 30 | Male | 6,929 | Divorced | 4 | Bachelor's | Unemployed | 25.937496 | Urban | Comprehensive | 2 | 0 | null | 3 | 2023-02-11 15:21:39.174719 | Good | No | Daily | Apartment | 1,791 |
34,860 | 53 | Male | 27,805 | Married | 3 | High School | null | 43.448314 | Suburban | Comprehensive | null | 17 | 563 | 7 | 2024-02-12 15:21:39.280784 | null | Yes | Rarely | House | 1,016 |
34,861 | 33 | Male | 3,401 | Married | 4 | Bachelor's | null | 30.945858 | Rural | Premium | 0 | 11 | 761 | 9 | 2019-11-15 15:21:39.085129 | Good | No | Monthly | House | 3,237 |
34,862 | 52 | Male | 9,858 | Married | 2 | PhD | Self-Employed | 37.890396 | Rural | Comprehensive | null | 10 | 693 | 1 | 2020-01-01 15:21:39.187211 | Good | No | Rarely | House | 1,487 |
34,863 | 47 | Male | 144,723 | Divorced | 3 | Bachelor's | Unemployed | null | Suburban | Comprehensive | 3 | 4 | 766 | 6 | 2020-12-21 15:21:39.237118 | Good | Yes | Rarely | Apartment | 1,567 |
34,864 | 18 | Male | 8,191 | Single | 4 | Master's | Unemployed | 28.98617 | Urban | Comprehensive | 1 | 0 | 523 | 3 | 2019-09-08 15:21:39.126661 | Average | No | Daily | House | 422 |
34,865 | 57 | Female | 40,625 | Single | 4 | PhD | Unemployed | 5.976199 | Rural | Premium | null | 17 | 796 | 3 | 2024-03-27 15:21:39.146733 | Average | Yes | Monthly | Apartment | 20 |
34,866 | 45 | Male | 6,072 | Divorced | 3 | Master's | Employed | 31.939178 | Suburban | Comprehensive | 1 | 9 | 635 | 1 | 2020-10-01 15:21:39.176717 | Average | No | Weekly | Condo | 119 |
34,867 | 46 | Female | 20,389 | Divorced | null | Bachelor's | Unemployed | 23.403829 | Urban | Comprehensive | 1 | 2 | 406 | 3 | 2021-04-28 15:21:39.174719 | Average | No | Weekly | Condo | 1,971 |
34,868 | 47 | Female | 8,072 | Married | 1 | Master's | null | 17.816652 | Suburban | Basic | null | 19 | 807 | 6 | 2021-03-03 15:21:39.188220 | Average | No | Daily | Apartment | 627 |
34,869 | 55 | Male | 38 | Single | 4 | Bachelor's | Employed | 28.088811 | Rural | Premium | 3 | 18 | null | 6 | 2023-07-10 15:21:39.134960 | Poor | No | Monthly | House | 772 |
34,870 | 37 | Female | 10,320 | Divorced | 3 | Bachelor's | null | 18.141333 | Urban | Premium | 1 | 7 | 487 | 9 | 2024-04-02 15:21:39.083497 | Average | No | Daily | House | 1,585 |
34,871 | 50 | Female | 29,096 | Married | 1 | High School | null | 16.814061 | Urban | Basic | null | 15 | 478 | 5 | 2021-06-28 15:21:39.219432 | Poor | Yes | Rarely | Apartment | 1,009 |
34,872 | 22 | Male | 28,648 | null | 0 | Bachelor's | Self-Employed | 18.05295 | Rural | Premium | 1 | 6 | 697 | 1 | 2020-09-11 15:21:39.084065 | Poor | No | Rarely | Condo | 2,481 |
34,873 | 50 | Female | 35,223 | Single | null | High School | Self-Employed | 18.237981 | Rural | Premium | 0 | 14 | 822 | 9 | 2020-07-01 15:21:39.155231 | Average | Yes | Monthly | House | 1,554 |
34,874 | 43 | Female | 46,320 | Single | 0 | Master's | null | 19.693615 | Rural | Comprehensive | 3 | 3 | 781 | 7 | 2022-07-15 15:21:39.189223 | Poor | Yes | Daily | Condo | 654 |
34,875 | 42 | Female | 54,984 | Single | 1 | Master's | Self-Employed | 5.294495 | Urban | Comprehensive | 2 | 1 | null | 9 | 2020-03-07 15:21:39.087123 | Poor | No | Monthly | Apartment | 36 |
34,876 | 55 | Male | 15,296 | Divorced | 3 | PhD | null | 52.204439 | Urban | Premium | 1 | 16 | null | 4 | 2019-09-11 15:21:39.134960 | Average | Yes | Monthly | Condo | 1,807 |
34,877 | 29 | Male | 31,352 | Single | null | Master's | Unemployed | 15.898669 | Suburban | Basic | 0 | 2 | 730 | 1 | 2021-02-26 15:21:39.281787 | Good | Yes | Rarely | House | 724 |
34,878 | 20 | Male | 34,348 | Single | 2 | Master's | null | 6.827695 | Urban | Basic | 1 | 14 | 562 | 9 | 2022-08-11 15:21:39.079128 | Poor | No | Monthly | House | 767 |
34,879 | 25 | Female | null | Single | 0 | High School | Employed | 12.926451 | Urban | Premium | 1 | 7 | 321 | 9 | 2023-03-24 15:21:39.261856 | Good | Yes | Daily | House | 1,230 |
34,880 | 48 | Female | 13,861 | Single | 3 | Master's | Self-Employed | 31.09196 | Rural | Comprehensive | 1 | 18 | 827 | 2 | 2021-04-28 15:21:39.205850 | Poor | Yes | Rarely | Apartment | 923 |
34,881 | 26 | Female | 25,749 | Married | 4 | Master's | Employed | 28.835494 | Urban | Premium | 1 | 1 | 360 | 3 | 2022-03-02 15:21:39.176717 | Average | Yes | Weekly | House | 437 |
34,882 | 44 | Male | 71,246 | Single | 2 | PhD | Self-Employed | 19.298912 | Suburban | Premium | null | 4 | 453 | 5 | 2020-03-07 15:21:39.237118 | Average | No | Rarely | House | 1,379 |
34,883 | 25 | Female | 34,369 | Divorced | 1 | Bachelor's | null | 25.283674 | Urban | Premium | 0 | 6 | 566 | 7 | 2022-09-27 15:21:39.171102 | Poor | Yes | Rarely | House | 1,063 |
34,884 | 32 | Male | 86,942 | Married | 0 | Master's | Self-Employed | 40.039349 | Urban | Comprehensive | 1 | 2 | 393 | 5 | 2022-06-25 15:21:39.254678 | Good | No | Daily | Apartment | 1,675 |
34,885 | 56 | Male | 44,971 | Divorced | 1 | High School | Employed | 24.879145 | Suburban | Basic | 0 | 17 | 319 | 2 | 2023-12-04 15:21:39.095696 | Average | Yes | Daily | Condo | 1,557 |
34,886 | 37 | Male | 91,062 | Married | 3 | High School | Employed | 16.079461 | Rural | Comprehensive | 2 | 0 | 629 | 2 | 2021-04-26 15:21:39.245086 | Average | Yes | Rarely | Apartment | 167 |
34,887 | 45 | Female | 92,749 | Married | 0 | Master's | Self-Employed | 10.816548 | Suburban | Premium | 0 | 6 | 342 | 4 | 2020-12-12 15:21:39.120168 | Average | Yes | Weekly | Apartment | 645 |
34,888 | 25 | Female | 37,919 | Divorced | 0 | Master's | Unemployed | 45.168547 | Rural | Comprehensive | 1 | 18 | 588 | 9 | 2023-10-05 15:21:39.233485 | Average | Yes | Monthly | Condo | 523 |
34,889 | 36 | Female | 4,648 | Single | 4 | Bachelor's | null | 6.812257 | Urban | Basic | null | 17 | 413 | 4 | 2024-04-12 15:21:39.188220 | Average | Yes | Rarely | Apartment | 1,374 |
34,890 | 20 | Female | 37,547 | Single | 3 | Master's | Unemployed | 27.287503 | Rural | Premium | 0 | 5 | 590 | 1 | 2022-06-02 15:21:39.134960 | Poor | No | Monthly | Condo | 933 |
34,891 | 18 | Female | 52,878 | Single | 1 | PhD | Self-Employed | 46.392722 | Suburban | Basic | 2 | 8 | 619 | 1 | 2021-10-19 15:21:39.185215 | Average | No | Daily | Apartment | 2,043 |
34,892 | 52 | Female | 6,968 | Single | 3 | Master's | Employed | 13.811578 | Urban | Premium | null | 16 | null | 8 | 2022-03-18 15:21:39.237118 | Average | No | Daily | Condo | 110 |
34,893 | 45 | Male | 62,421 | Single | 2 | PhD | Self-Employed | 10.826699 | Urban | Comprehensive | null | 6 | 393 | 6 | 2024-03-26 15:21:39.187211 | Good | No | Daily | Apartment | 518 |
34,894 | 52 | Female | 40,981 | Single | null | PhD | Unemployed | 42.73885 | Suburban | Comprehensive | 1 | 8 | 447 | 4 | 2022-11-14 15:21:39.274993 | Good | No | Monthly | Apartment | 1,326 |
34,895 | 32 | Male | 969 | Married | 4 | High School | Self-Employed | 10.94641 | Suburban | Comprehensive | 2 | 8 | 536 | 8 | 2022-10-31 15:21:39.266452 | Average | No | Daily | Condo | 912 |
34,896 | 57 | Male | 9,071 | Single | null | Bachelor's | null | 14.397111 | Suburban | Premium | 0 | 9 | 765 | 4 | 2019-10-22 15:21:39.125660 | Average | No | Daily | Condo | 1,229 |
34,897 | 55 | Female | 623 | Single | 1 | PhD | Unemployed | 28.907988 | Suburban | Premium | 1 | 19 | 596 | 7 | 2019-12-13 15:21:39.206847 | Average | Yes | Monthly | Apartment | 2,058 |
34,898 | 34 | Female | 49,880 | Single | 1 | Bachelor's | Self-Employed | 17.743115 | Rural | Comprehensive | 1 | 0 | 415 | 9 | 2020-02-09 15:21:39.146733 | Average | Yes | Rarely | Condo | 1,253 |
34,899 | 49 | Female | 1,073 | Divorced | 4 | Master's | null | 23.045469 | Suburban | Premium | 3 | 8 | 739 | 2 | 2021-06-15 15:21:39.123711 | Average | No | Daily | Condo | 642 |
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