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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
49,700 | 33 | Male | 132,390 | Married | 4 | High School | Employed | 18.691603 | Suburban | Comprehensive | 0 | 9 | 774 | 7 | 2019-09-11 15:21:39.257696 | Good | Yes | Monthly | House | 35 |
49,701 | 26 | Female | 7,071 | Married | 1 | High School | null | 48.959162 | Urban | Comprehensive | 1 | 3 | 622 | 4 | 2023-02-06 15:21:39.290098 | Poor | Yes | Monthly | Condo | 800 |
49,702 | 50 | Female | 145,989 | Married | 2 | Bachelor's | Unemployed | 28.7387 | Rural | Comprehensive | null | 18 | 471 | 3 | 2021-03-04 15:21:39.222387 | Average | Yes | Monthly | House | 240 |
49,703 | 62 | Female | 1,885 | Divorced | 2 | High School | Employed | 24.263488 | Rural | Premium | 0 | 7 | 488 | 5 | 2022-02-04 15:21:39.175719 | Poor | Yes | Daily | Apartment | 724 |
49,704 | 48 | Male | 62,853 | Divorced | null | High School | Unemployed | 14.764172 | Rural | Premium | 3 | 15 | 459 | 6 | 2021-10-06 15:21:39.087123 | Good | Yes | Rarely | Condo | 24 |
49,705 | 32 | Male | 17,561 | Divorced | 1 | Master's | Self-Employed | 32.733332 | Rural | Basic | null | 16 | null | 2 | 2019-11-08 15:21:39.188220 | Good | Yes | Rarely | Apartment | 201 |
49,706 | 26 | Male | 24,237 | Divorced | 2 | High School | null | null | Suburban | Premium | null | 10 | null | 7 | 2023-01-10 15:21:39.155231 | Poor | No | Weekly | Apartment | 535 |
49,707 | 22 | Female | 89,340 | Married | 3 | Bachelor's | null | 36.872068 | Rural | Basic | 1 | 1 | null | 4 | 2024-06-27 15:21:39.197445 | Good | No | Weekly | House | 393 |
49,708 | 37 | Female | 1,288 | Single | 3 | Master's | Unemployed | null | Urban | Premium | null | 8 | 667 | 4 | 2021-10-01 15:21:39.187211 | Poor | Yes | Monthly | House | 479 |
49,709 | 47 | Male | 40,252 | Divorced | 0 | Master's | null | 13.982352 | Suburban | Basic | null | 14 | 683 | 7 | 2020-05-07 15:21:39.198406 | Poor | Yes | Rarely | Condo | 1,516 |
49,710 | 48 | Female | 114,330 | Married | 3 | Bachelor's | Unemployed | 38.257851 | Suburban | Premium | 0 | 2 | 447 | 2 | 2022-12-29 15:21:39.204790 | null | No | Daily | House | 1,016 |
49,711 | 46 | Male | 80,962 | Divorced | 4 | Bachelor's | Unemployed | 20.444035 | Suburban | Comprehensive | 2 | 16 | 444 | 1 | 2020-09-19 15:21:39.176717 | Poor | No | Weekly | Condo | 438 |
49,712 | 55 | Male | 16,582 | Married | 0 | High School | Unemployed | 31.366539 | Suburban | Comprehensive | 0 | 13 | 452 | 7 | 2023-06-25 15:21:39.255696 | Poor | Yes | Rarely | Condo | 1,639 |
49,713 | 58 | Male | 43,858 | Married | 2 | PhD | Unemployed | 16.723651 | Suburban | Premium | 2 | 6 | 619 | 2 | 2020-05-13 15:21:39.204790 | Average | No | Daily | Condo | 664 |
49,714 | 43 | Male | 1,208 | Single | 3 | Bachelor's | null | 34.074273 | Rural | Premium | 2 | 9 | 646 | 7 | 2021-03-07 15:21:39.194829 | Average | No | Weekly | Apartment | 890 |
49,715 | 18 | Female | 30,962 | Single | 3 | PhD | Employed | 8.824593 | Urban | Premium | 1 | 11 | 826 | 3 | 2021-12-12 15:21:39.096739 | Good | Yes | Daily | House | 2,671 |
49,716 | 28 | Male | 18,776 | Divorced | 3 | High School | null | null | Urban | Basic | 1 | 5 | null | 4 | 2022-11-12 15:21:39.192212 | Average | No | Monthly | Condo | 1,131 |
49,717 | 19 | Female | 669 | Single | 3 | High School | null | 28.890394 | Urban | Basic | null | 14 | null | 7 | 2022-11-30 15:21:39.134960 | Average | Yes | Weekly | House | 35 |
49,718 | 31 | Male | 6,929 | Married | 4 | PhD | Unemployed | 33.518567 | Urban | Premium | 0 | 2 | 833 | 3 | 2022-02-16 15:21:39.134960 | Good | Yes | Rarely | Apartment | 562 |
49,719 | 35 | Male | 12,073 | Single | 1 | Master's | null | 27.067251 | Rural | Basic | 2 | 7 | 844 | 3 | 2022-01-19 15:21:39.228521 | Good | No | Rarely | House | 1,213 |
49,720 | 26 | Female | 51,662 | Divorced | 2 | High School | Employed | 12.996526 | Urban | Comprehensive | 2 | 9 | 489 | 4 | 2020-08-07 15:21:39.222387 | Average | No | Rarely | Apartment | 2,082 |
49,721 | 18 | Female | 27,991 | Divorced | 0 | Master's | null | 21.755121 | Suburban | Premium | null | 18 | 429 | 8 | 2019-09-22 15:21:39.261856 | Good | Yes | Daily | Condo | 523 |
49,722 | 22 | Female | 52,403 | Divorced | 2 | Master's | null | null | Suburban | Basic | 2 | 2 | 479 | 4 | 2019-10-13 15:21:39.193945 | Average | Yes | Daily | Condo | 2,907 |
49,723 | 43 | Male | 63,277 | Single | 1 | PhD | null | 30.13252 | Suburban | Premium | 1 | 0 | 393 | 4 | 2019-09-30 15:21:39.244069 | Good | Yes | Rarely | House | 1,659 |
49,724 | 19 | Female | 1,227 | Divorced | 2 | Master's | Self-Employed | 18.64736 | Suburban | Comprehensive | 1 | 4 | 310 | 7 | 2021-06-18 15:21:39.222387 | Poor | No | Daily | House | 818 |
49,725 | 58 | Female | 45,905 | Single | 2 | Bachelor's | Self-Employed | 49.898786 | Suburban | Premium | 1 | 8 | null | 4 | 2019-11-29 15:21:39.172097 | Good | No | Rarely | Condo | 1,324 |
49,726 | 22 | Female | 4,514 | Married | 1 | Bachelor's | Employed | 19.566942 | Suburban | Premium | 2 | 10 | 675 | 8 | 2023-01-14 15:21:39.183598 | Poor | Yes | Weekly | Apartment | 452 |
49,727 | 33 | Male | 16,053 | Divorced | 3 | Master's | Unemployed | 40.770118 | Rural | Comprehensive | 0 | 8 | 632 | 9 | 2023-10-11 15:21:39.151732 | Poor | No | Weekly | Condo | 1,611 |
49,728 | 58 | Female | 37,730 | Single | 0 | PhD | Employed | 18.681956 | Rural | Premium | 1 | 7 | 472 | 4 | 2024-04-25 15:21:39.279729 | null | Yes | Daily | House | 468 |
49,729 | 55 | Female | 30,226 | Divorced | 1 | High School | Self-Employed | 24.78574 | Urban | Premium | 1 | 17 | 523 | 4 | 2022-02-27 15:21:39.096739 | Good | Yes | Monthly | Condo | 25 |
49,730 | 41 | Female | 10,105 | Married | 1 | Master's | Employed | 48.836594 | Urban | Basic | 0 | 6 | 477 | 1 | 2023-04-16 15:21:39.248098 | Good | Yes | Monthly | Condo | 1,147 |
49,731 | 55 | Male | 6,051 | Married | 0 | Master's | Employed | 13.934981 | Urban | Premium | 1 | 17 | 648 | 2 | 2019-11-05 15:21:39.282785 | Average | Yes | Weekly | Condo | 755 |
49,732 | 20 | Male | 5,731 | Single | 0 | High School | null | 33.490837 | Urban | Basic | 1 | 5 | 307 | 9 | 2022-11-20 15:21:39.164044 | Good | Yes | Daily | Apartment | 1,853 |
49,733 | 41 | Female | 17,891 | Divorced | 0 | Master's | Employed | 4.641799 | Rural | Premium | null | 9 | 721 | 3 | 2020-10-23 15:21:39.134960 | Average | Yes | Daily | House | 2,131 |
49,734 | 53 | Female | 67,295 | Married | 1 | PhD | Self-Employed | 26.957519 | Rural | Premium | 2 | 13 | 677 | 1 | 2022-11-01 15:21:39.287115 | Average | No | Weekly | Condo | 427 |
49,735 | 30 | Female | 43,940 | Divorced | 2 | High School | Unemployed | 12.296619 | Urban | Premium | 0 | 16 | 603 | 1 | 2021-02-03 15:21:39.267454 | Good | Yes | Rarely | Apartment | 789 |
49,736 | 39 | Female | 16,300 | Married | 2 | Bachelor's | Self-Employed | 41.770814 | Urban | Basic | null | 15 | 520 | 4 | 2020-04-20 15:21:39.278402 | Poor | Yes | Weekly | House | 1,132 |
49,737 | 55 | Male | 4,023 | Single | 4 | Master's | Self-Employed | 9.828006 | Suburban | Comprehensive | null | 13 | 734 | 4 | 2023-09-20 15:21:39.123711 | Average | Yes | Monthly | House | 134 |
49,738 | 61 | Male | 43,765 | Married | null | Master's | Self-Employed | 4.067608 | Urban | Comprehensive | 0 | 17 | 496 | 1 | 2023-06-19 15:21:39.251142 | Poor | Yes | Weekly | Condo | 656 |
49,739 | 44 | Male | 695 | Single | 2 | Bachelor's | Self-Employed | 16.929172 | Urban | Premium | 0 | 19 | 434 | 4 | 2020-04-02 15:21:39.202448 | Average | No | Monthly | Condo | 642 |
49,740 | 64 | Female | 1,233 | Divorced | 1 | High School | Unemployed | 17.928262 | Rural | Comprehensive | 0 | 7 | 548 | 7 | 2021-06-30 15:21:39.181605 | null | Yes | Monthly | Apartment | 2,860 |
49,741 | 32 | Female | 1,807 | Single | 1 | Bachelor's | null | 30.283069 | Urban | Premium | null | 8 | 498 | 9 | 2023-03-18 15:21:39.281787 | Poor | No | Weekly | Condo | 1,786 |
49,742 | 20 | Female | 28,894 | Married | 3 | PhD | null | 32.795524 | Rural | Comprehensive | null | 8 | 518 | 3 | 2020-05-17 15:21:39.208842 | Average | Yes | Daily | Apartment | 1,105 |
49,743 | 61 | Female | 18,550 | Married | null | PhD | Employed | 32.366539 | Urban | Basic | 1 | 6 | 628 | 7 | 2021-05-11 15:21:39.194829 | Good | Yes | Weekly | Condo | 827 |
49,744 | 19 | Female | 45,904 | Married | 2 | PhD | Self-Employed | 12.935346 | Suburban | Premium | 1 | 9 | 745 | 1 | 2020-07-08 15:21:39.092127 | Average | No | Daily | House | 563 |
49,745 | 28 | Female | null | Divorced | 0 | Bachelor's | null | 41.869075 | Rural | Basic | 0 | 12 | null | 1 | 2023-02-21 15:21:39.134960 | Average | Yes | Monthly | House | 397 |
49,746 | 46 | Female | 64,727 | Divorced | 3 | PhD | Employed | 32.583008 | Suburban | Premium | 1 | 5 | 423 | 3 | 2022-07-22 15:21:39.230483 | Good | Yes | Daily | Condo | 249 |
49,747 | 31 | Female | 29,061 | Divorced | 1 | High School | Employed | 22.566593 | Suburban | Premium | 1 | 5 | 761 | 5 | 2021-11-25 15:21:39.237118 | Average | No | Rarely | Condo | 526 |
49,748 | 63 | Male | 43,745 | Married | 2 | Master's | null | 38.576324 | Urban | Premium | null | 17 | 301 | 2 | 2021-10-03 15:21:39.251142 | Average | Yes | Weekly | Apartment | 605 |
49,749 | 39 | Female | 50,616 | Single | 4 | Bachelor's | Unemployed | 46.097532 | Urban | Premium | 1 | 5 | 761 | 6 | 2024-06-08 15:21:39.085129 | Average | No | Monthly | House | 326 |
49,750 | 51 | Male | 91,745 | Single | 1 | PhD | Employed | 12.068641 | Suburban | Comprehensive | 2 | 10 | 799 | 7 | 2022-02-14 15:21:39.226954 | Average | Yes | Weekly | House | 431 |
49,751 | 45 | Female | 17,962 | Married | 1 | High School | Self-Employed | 14.141001 | Urban | Comprehensive | 0 | 18 | 845 | 3 | 2022-02-21 15:21:39.102694 | Poor | Yes | Daily | Apartment | 624 |
49,752 | 36 | Male | 3,601 | Married | 2 | Master's | Self-Employed | 24.837953 | Suburban | Basic | null | 15 | 581 | 1 | 2023-02-08 15:21:39.134960 | Good | Yes | Monthly | Apartment | 4,958 |
49,753 | 49 | Male | 2,541 | Single | 0 | PhD | null | 9.73439 | Rural | Comprehensive | null | 14 | 398 | 4 | 2022-07-22 15:21:39.096739 | Average | Yes | Daily | House | 1,839 |
49,754 | 32 | Female | null | Single | 3 | Master's | Self-Employed | 25.824474 | Urban | Comprehensive | null | 12 | 503 | 7 | 2023-11-12 15:21:39.095696 | Poor | Yes | Monthly | Apartment | 311 |
49,755 | 35 | Male | 1,565 | Divorced | 2 | Bachelor's | Employed | 7.079564 | Suburban | Basic | null | 10 | 713 | 2 | 2023-09-12 15:21:39.165120 | Good | Yes | Monthly | House | 2,347 |
49,756 | 57 | Female | 38,572 | Single | 1 | PhD | Unemployed | 43.223518 | Urban | Premium | null | 1 | 576 | 9 | 2020-05-09 15:21:39.173834 | Poor | Yes | Weekly | Condo | 1,061 |
49,757 | 37 | Female | 19,888 | Divorced | 1 | Master's | Self-Employed | 41.145557 | Suburban | Basic | 0 | 6 | 634 | 2 | 2023-04-03 15:21:39.101733 | Average | No | Monthly | House | 394 |
49,758 | 57 | Male | 38,216 | Divorced | 4 | High School | Self-Employed | 26.383604 | Urban | Basic | 2 | 12 | 607 | 4 | 2021-07-19 15:21:39.132191 | Poor | No | Daily | Condo | 817 |
49,759 | 36 | Female | 8,981 | Divorced | 3 | Master's | null | 21.966185 | Rural | Premium | 0 | 0 | 379 | 4 | 2021-07-28 15:21:39.134960 | Poor | Yes | Monthly | House | 708 |
49,760 | 59 | Female | 1,280 | Single | 3 | Bachelor's | Employed | 22.869312 | Rural | Basic | 0 | 7 | 350 | 4 | 2023-12-31 15:21:39.128286 | Poor | No | Weekly | House | 859 |
49,761 | 31 | Male | 37,926 | Married | 3 | High School | Employed | 24.898997 | Suburban | Premium | 0 | 15 | 594 | 4 | 2021-07-01 15:21:39.237118 | Poor | Yes | Weekly | House | 1,370 |
49,762 | 59 | Male | 858 | Single | 3 | Master's | Self-Employed | 13.826239 | Urban | Comprehensive | null | 4 | 501 | 4 | 2021-11-14 15:21:39.288099 | Poor | Yes | Daily | Condo | 513 |
49,763 | 28 | Female | 110,124 | Married | 3 | High School | Unemployed | null | Urban | Comprehensive | 1 | 8 | 478 | 5 | 2022-08-02 15:21:39.283783 | Good | No | Weekly | Condo | 1,828 |
49,764 | 18 | Female | 60,593 | Single | 1 | Bachelor's | Self-Employed | 42.242858 | Rural | Comprehensive | 0 | 8 | null | 6 | 2022-04-25 15:21:39.231531 | Average | Yes | Monthly | Apartment | 397 |
49,765 | 33 | Male | 2,732 | Single | 0 | Bachelor's | null | 3.641191 | Suburban | Premium | 2 | 19 | 464 | 3 | 2022-09-28 15:21:39.289099 | Good | Yes | Weekly | Apartment | 1,221 |
49,766 | 62 | Male | 17,962 | Divorced | 2 | PhD | Employed | 15.938651 | Rural | Basic | 0 | 0 | 352 | 2 | 2024-04-22 15:21:39.281787 | Poor | No | Monthly | Apartment | 872 |
49,767 | 32 | Female | 30,286 | Divorced | 3 | PhD | null | 9.84726 | Rural | Basic | 0 | 11 | 586 | 8 | 2019-12-24 15:21:39.208842 | Good | Yes | Rarely | Apartment | 531 |
49,768 | 57 | Female | null | Single | 1 | PhD | null | null | Urban | Comprehensive | null | 5 | 478 | 9 | 2022-06-10 15:21:39.104139 | Good | No | Rarely | House | 2,339 |
49,769 | 25 | Female | 3,135 | Single | 3 | Master's | Employed | 15.619989 | Suburban | Premium | 0 | 3 | 587 | 2 | 2019-09-11 15:21:39.132191 | Average | No | Daily | Apartment | 112 |
49,770 | 24 | Female | 14,894 | Single | 3 | PhD | Employed | 16.965333 | Suburban | Basic | 2 | 15 | 636 | 9 | 2020-12-11 15:21:39.144722 | Average | Yes | Daily | Condo | 437 |
49,771 | 39 | Female | 29,863 | Single | 2 | High School | null | 24.019965 | Rural | Premium | 1 | 9 | 624 | 6 | 2024-02-08 15:21:39.155231 | Average | No | Rarely | Apartment | 761 |
49,772 | 55 | Female | 11,937 | Married | null | High School | Unemployed | 39.087865 | Rural | Comprehensive | 0 | 5 | 357 | 3 | 2023-03-18 15:21:39.256696 | Good | No | Monthly | Apartment | 508 |
49,773 | 25 | Female | 2,844 | Married | 1 | Bachelor's | Employed | 44.05846 | Urban | Basic | null | 1 | 367 | 2 | 2021-08-30 15:21:39.283783 | Average | No | Monthly | House | 632 |
49,774 | 24 | Male | 106,911 | Single | 0 | PhD | null | 27.18575 | Suburban | Premium | null | 11 | 515 | 3 | 2023-04-26 15:21:39.272456 | Poor | Yes | Daily | Apartment | 49 |
49,775 | 61 | Female | null | Single | 1 | High School | Unemployed | 11.054925 | Urban | Basic | 3 | 10 | 707 | 7 | 2022-06-08 15:21:39.155231 | Average | No | Rarely | Apartment | 2,169 |
49,776 | 59 | Male | 11,264 | Divorced | 2 | PhD | null | 46.724694 | Suburban | Basic | null | 9 | 543 | 9 | 2024-03-30 15:21:39.248098 | Average | Yes | Monthly | Condo | 524 |
49,777 | 56 | Female | 55,906 | Divorced | 4 | High School | Self-Employed | 26.564436 | Urban | Premium | null | 0 | 370 | 4 | 2023-11-13 15:21:39.150730 | Good | Yes | Monthly | House | 2,458 |
49,778 | 49 | Male | 28,640 | Single | 0 | PhD | null | 51.715955 | Rural | Basic | 4 | 6 | 631 | 5 | 2024-04-09 15:21:39.124659 | Poor | Yes | Monthly | Apartment | 4,980 |
49,779 | 35 | Female | 46,417 | Divorced | 4 | Master's | null | 36.293389 | Urban | Comprehensive | 1 | 15 | 511 | 1 | 2019-10-10 15:21:39.092127 | Average | No | Daily | House | 2,261 |
49,780 | 33 | Female | 43,435 | Divorced | 3 | PhD | Self-Employed | 43.92491 | Suburban | Premium | null | 9 | 734 | 8 | 2020-03-16 15:21:39.205850 | Good | Yes | Weekly | Apartment | 431 |
49,781 | 49 | Female | 44,761 | Single | 4 | Master's | Self-Employed | 16.739209 | Suburban | Premium | null | 18 | 513 | 5 | 2021-12-05 15:21:39.223901 | Good | No | Rarely | House | 1,536 |
49,782 | 50 | Male | 28,457 | Married | 4 | PhD | null | 46.937168 | Rural | Premium | null | 16 | 417 | 7 | 2022-03-23 15:21:39.224915 | Good | No | Daily | Apartment | 442 |
49,783 | 27 | Male | null | Single | null | High School | null | 5.936114 | Urban | Comprehensive | null | 8 | 779 | 8 | 2022-05-24 15:21:39.207847 | Good | Yes | Monthly | Condo | 258 |
49,784 | 48 | Female | 56,924 | Single | 1 | Bachelor's | Self-Employed | 31.149716 | Urban | Comprehensive | 2 | 3 | 459 | 1 | 2022-09-13 15:21:39.155231 | null | No | Rarely | House | 582 |
49,785 | 50 | Female | 61,381 | Divorced | 1 | Master's | Self-Employed | 40.749839 | Urban | Basic | 3 | 10 | 437 | 8 | 2023-07-05 15:21:39.180553 | Poor | No | Monthly | Condo | 537 |
49,786 | 55 | Male | 114,984 | Married | 4 | Master's | Self-Employed | 28.764432 | Rural | Basic | 2 | 11 | null | 3 | 2020-06-15 15:21:39.155231 | Average | No | Weekly | Condo | 230 |
49,787 | 32 | Male | 5,984 | Married | 1 | Bachelor's | Self-Employed | 13.891697 | Rural | Basic | 1 | 13 | 738 | 5 | 2020-02-08 15:21:39.155231 | Average | No | Weekly | House | 459 |
49,788 | 55 | Male | 39,120 | Divorced | 4 | PhD | Unemployed | 50.874739 | Suburban | Basic | null | 2 | 846 | 6 | 2024-01-31 15:21:39.083497 | Poor | Yes | Daily | Apartment | 781 |
49,789 | 50 | Female | 7,149 | Single | null | PhD | Self-Employed | 19.414311 | Urban | Comprehensive | 0 | 4 | 628 | 2 | 2023-04-21 15:21:39.092127 | Average | Yes | Rarely | House | 30 |
49,790 | 35 | Female | 34,708 | Single | 2 | High School | null | 34.903189 | Suburban | Basic | 1 | 4 | null | 4 | 2023-04-05 15:21:39.270454 | Poor | Yes | Rarely | Apartment | 1,074 |
49,791 | 26 | Male | 16,092 | Divorced | 3 | High School | Employed | 26.930412 | Urban | Comprehensive | 0 | 13 | 431 | 8 | 2024-06-16 15:21:39.079128 | Good | No | Weekly | Condo | 3,375 |
49,792 | 26 | Female | 42,974 | Married | 0 | PhD | Unemployed | 18.049017 | Rural | Premium | 1 | 0 | 398 | 7 | 2022-11-25 15:21:39.288099 | Good | Yes | Daily | Apartment | 2,048 |
49,793 | 60 | Male | 24,791 | Married | 3 | PhD | null | 38.566181 | Suburban | Basic | null | 16 | 740 | 2 | 2019-08-27 15:21:39.134960 | Good | No | Weekly | Condo | 1,812 |
49,794 | 31 | Female | 1,227 | Divorced | 2 | Bachelor's | null | 35.773432 | Rural | Basic | 2 | 5 | 313 | 1 | 2020-07-21 15:21:39.131192 | Good | No | Monthly | Condo | 102 |
49,795 | 43 | Female | 25,199 | Single | 1 | High School | Self-Employed | 17.868208 | Urban | Basic | null | 6 | 531 | 2 | 2021-08-21 15:21:39.226954 | null | Yes | Weekly | House | 1,889 |
49,796 | 18 | Female | 2,089 | Single | 4 | PhD | Unemployed | 12.092713 | Suburban | Premium | null | 14 | 471 | 3 | 2023-12-27 15:21:39.082499 | Average | No | Rarely | Condo | 593 |
49,797 | 37 | Male | 28,418 | Married | 1 | PhD | Self-Employed | 38.039081 | Urban | Premium | null | 2 | null | 1 | 2021-11-07 15:21:39.263607 | Average | Yes | Monthly | Apartment | 816 |
49,798 | 25 | Male | 54,420 | Divorced | 1 | Bachelor's | null | 38.837392 | Urban | Basic | 3 | 3 | 438 | 6 | 2023-09-10 15:21:39.134960 | Good | Yes | Weekly | Apartment | 4,108 |
49,799 | 36 | Male | 9,641 | Married | 2 | High School | Unemployed | 23.918122 | Suburban | Comprehensive | 1 | 17 | 668 | 7 | 2022-11-03 15:21:39.190215 | Average | Yes | Rarely | House | 1,272 |
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