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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28,000 | 21 | Female | 10,813 | Single | 4 | High School | Unemployed | 42.443068 | Urban | Comprehensive | 0 | 6 | null | 2 | 2022-02-11 15:21:39.146733 | Good | No | Weekly | Apartment | 1,671 |
28,001 | 22 | Male | 37,579 | Divorced | 2 | PhD | null | 34.291232 | Suburban | Basic | null | 6 | 652 | 8 | 2021-02-19 15:21:39.264504 | Good | No | Daily | Apartment | 369 |
28,002 | 20 | Male | 1,008 | Single | 1 | PhD | null | 52.674974 | Urban | Premium | 1 | 4 | 661 | 5 | 2022-11-17 15:21:39.134960 | Average | No | Daily | House | 892 |
28,003 | 37 | Female | 25,654 | Married | 3 | Bachelor's | null | 19.0825 | Suburban | Comprehensive | 0 | 11 | 716 | 9 | 2022-01-19 15:21:39.109552 | Average | No | Daily | Apartment | 684 |
28,004 | 32 | Male | 23,217 | Divorced | 4 | Bachelor's | Unemployed | 10.302644 | Suburban | Basic | 1 | 7 | 461 | 9 | 2020-05-31 15:21:39.149731 | Good | No | Rarely | House | 1,432 |
28,005 | 48 | Female | 1,005 | Divorced | 2 | High School | null | 26.977794 | Suburban | Premium | 1 | 10 | 630 | 3 | 2020-07-03 15:21:39.134960 | null | Yes | Weekly | House | 1,093 |
28,006 | 37 | Female | 23,755 | Divorced | 4 | Bachelor's | null | 33.914958 | Urban | Basic | 0 | 1 | null | 6 | 2020-09-19 15:21:39.096739 | Average | No | Daily | Apartment | 656 |
28,007 | 56 | Female | 2,023 | Married | 0 | PhD | null | 29.948521 | Urban | Basic | 1 | 3 | 424 | 2 | 2020-10-05 15:21:39.198406 | Good | Yes | Rarely | Apartment | 609 |
28,008 | 43 | Male | 67,198 | Married | 4 | High School | null | 27.374053 | Suburban | Comprehensive | 1 | 10 | 353 | 6 | 2021-10-13 15:21:39.155231 | Average | Yes | Daily | Condo | 666 |
28,009 | 31 | Female | 94,274 | Divorced | 2 | PhD | Employed | 37.258831 | Suburban | Premium | null | 11 | 589 | 4 | 2019-09-10 15:21:39.165120 | Good | No | Monthly | House | 120 |
28,010 | 44 | Male | 31,105 | Married | 4 | Master's | Unemployed | 45.093574 | Rural | Basic | 1 | 1 | 759 | 8 | 2023-05-08 15:21:39.147735 | Average | Yes | Rarely | Apartment | 369 |
28,011 | 42 | Male | 1,796 | Divorced | 2 | High School | Employed | 18.958323 | Rural | Comprehensive | 1 | 9 | 464 | 8 | 2020-07-24 15:21:39.082499 | Average | No | Daily | House | 1,685 |
28,012 | 47 | Female | 42,794 | Married | 1 | Master's | Self-Employed | 5.666538 | Suburban | Premium | 1 | 13 | null | 1 | 2021-09-29 15:21:39.279729 | Good | No | Daily | Condo | 1,021 |
28,013 | 33 | Female | 126,929 | Married | 0 | Master's | Employed | null | Urban | Comprehensive | 2 | 10 | 576 | 7 | 2022-07-02 15:21:39.134960 | Good | Yes | Daily | Condo | 688 |
28,014 | 22 | Male | 80,964 | Married | 2 | Bachelor's | Unemployed | 39.770956 | Rural | Premium | null | 12 | 319 | 2 | 2022-02-11 15:21:39.134960 | Poor | Yes | Monthly | House | 231 |
28,015 | 61 | Male | 30,889 | Single | 3 | Bachelor's | Employed | 26.54032 | Suburban | Comprehensive | 2 | 9 | 707 | 9 | 2021-02-04 15:21:39.134960 | Good | Yes | Rarely | Condo | 2,460 |
28,016 | 54 | Female | 23,429 | Divorced | 3 | High School | null | 31.05655 | Suburban | Premium | null | 18 | 411 | 7 | 2022-04-27 15:21:39.191219 | null | No | Monthly | House | 669 |
28,017 | 57 | Male | 25,881 | Single | 1 | High School | Employed | 16.148741 | Urban | Basic | null | 9 | 616 | 6 | 2021-06-21 15:21:39.278180 | Poor | Yes | Monthly | House | 632 |
28,018 | 20 | Female | 46,660 | Married | 2 | PhD | Unemployed | 20.666786 | Suburban | Premium | 0 | 17 | 308 | 9 | 2024-06-16 15:21:39.134960 | Average | No | Monthly | Apartment | 837 |
28,019 | 27 | Male | null | Married | null | Master's | Employed | 19.822114 | Urban | Comprehensive | null | 7 | 403 | 6 | 2022-04-26 15:21:39.216387 | Good | No | Monthly | Apartment | 1,233 |
28,020 | 50 | Male | 131,381 | Divorced | 1 | Bachelor's | Self-Employed | 24.430715 | Suburban | Basic | null | 0 | 638 | 4 | 2023-08-19 15:21:39.155231 | Average | No | Rarely | House | 332 |
28,021 | 36 | Male | 24,862 | Single | 2 | Master's | null | 46.827095 | Suburban | Premium | 0 | 12 | null | 3 | 2023-10-17 15:21:39.276901 | Poor | Yes | Monthly | House | 691 |
28,022 | 25 | Female | 3,908 | Single | 0 | High School | null | 11.9581 | Urban | Premium | 0 | 9 | 498 | 8 | 2021-01-23 15:21:39.261856 | null | No | Monthly | Condo | 984 |
28,023 | 46 | Male | 23,089 | Divorced | 0 | Bachelor's | null | 31.849104 | Rural | Comprehensive | null | 14 | 689 | 1 | 2022-05-26 15:21:39.132191 | Poor | No | Daily | Condo | 2,302 |
28,024 | 62 | Male | 66,835 | Single | 3 | PhD | Self-Employed | 6.328945 | Suburban | Comprehensive | null | 11 | 379 | 1 | 2021-08-10 15:21:39.207847 | Average | Yes | Weekly | Condo | 534 |
28,025 | 29 | Female | 18,227 | Single | 0 | PhD | null | 28.819196 | Suburban | Comprehensive | 3 | 14 | 477 | 5 | 2020-01-14 15:21:39.131192 | Poor | No | Monthly | Condo | 49 |
28,026 | 59 | Male | 45,732 | Divorced | 2 | High School | Employed | 18.041472 | Suburban | Basic | null | 17 | 698 | 5 | 2023-02-26 15:21:39.206847 | Average | Yes | Weekly | Apartment | 353 |
28,027 | 59 | Male | 102,316 | Divorced | 1 | Bachelor's | null | 26.654744 | Urban | Basic | null | 0 | null | 4 | 2021-05-29 15:21:39.134960 | Average | No | Monthly | Apartment | 156 |
28,028 | 59 | Female | 46,934 | Single | 3 | PhD | null | 49.235635 | Rural | Premium | 1 | 1 | 410 | 3 | 2021-08-03 15:21:39.129190 | Average | No | Daily | Condo | 1,863 |
28,029 | 37 | Male | 4,900 | Married | 4 | Master's | Unemployed | 19.571076 | Rural | Basic | 0 | 14 | 441 | 8 | 2021-07-13 15:21:39.093681 | Good | No | Daily | Apartment | 981 |
28,030 | null | Female | 26,582 | Single | 1 | Master's | Unemployed | 25.824214 | Suburban | Premium | null | 8 | 602 | 7 | 2020-06-27 15:21:39.274993 | Average | No | Daily | House | 399 |
28,031 | 57 | Female | 9,718 | Single | 0 | Bachelor's | Unemployed | 5.958137 | Urban | Comprehensive | null | 11 | 806 | 9 | 2020-01-18 15:21:39.246098 | Good | No | Weekly | Condo | 768 |
28,032 | 29 | Male | 37,485 | Married | 3 | High School | Unemployed | 25.955491 | Rural | Comprehensive | null | 12 | 551 | 8 | 2020-10-18 15:21:39.098696 | Average | Yes | Rarely | Apartment | 2,841 |
28,033 | 47 | Male | 2,321 | Divorced | 3 | Bachelor's | Employed | 11.132528 | Suburban | Basic | 1 | 13 | 507 | 9 | 2020-01-16 15:21:39.166062 | Average | Yes | Monthly | House | 639 |
28,034 | 59 | Male | 39,151 | Single | 0 | Master's | null | 36.630519 | Urban | Premium | 1 | 15 | null | 9 | 2020-04-04 15:21:39.259788 | Average | No | Monthly | Apartment | 1,159 |
28,035 | 26 | Female | 26,985 | Married | null | Master's | null | 5.566014 | Suburban | Basic | 1 | 3 | 816 | 7 | 2019-11-05 15:21:39.252145 | Good | No | Daily | Condo | 256 |
28,036 | 48 | Female | 17,963 | Married | null | PhD | Self-Employed | 30.472577 | Rural | Premium | 1 | 2 | 846 | 9 | 2022-05-22 15:21:39.199447 | Average | No | Daily | Apartment | 1,617 |
28,037 | 63 | Female | 3,842 | Married | 4 | Master's | Self-Employed | null | Urban | Premium | 0 | 9 | 782 | 8 | 2021-07-10 15:21:39.194829 | Average | No | Monthly | Condo | 817 |
28,038 | 51 | Male | 17,976 | Married | 1 | High School | Unemployed | 45.766931 | Urban | Comprehensive | 1 | 0 | 541 | 8 | 2021-09-07 15:21:39.243673 | Poor | Yes | Weekly | Condo | 1,436 |
28,039 | 41 | Female | 48,944 | Married | 4 | Master's | Employed | 37.684547 | Suburban | Premium | 0 | 3 | 703 | 6 | 2022-08-11 15:21:39.263607 | null | Yes | Weekly | Apartment | 2,031 |
28,040 | 21 | Male | 7,770 | Single | 2 | Bachelor's | Unemployed | 21.890205 | Urban | Premium | null | 14 | 757 | 3 | 2024-04-23 15:21:39.092127 | Good | Yes | Weekly | Apartment | 1,174 |
28,041 | 43 | Female | 32,990 | Single | 0 | Bachelor's | null | 25.722836 | Rural | Comprehensive | null | 11 | null | 1 | 2023-03-08 15:21:39.099739 | Good | No | Monthly | Apartment | 1,050 |
28,042 | 50 | Female | 44,578 | Single | null | Master's | Unemployed | 49.10588 | Suburban | Basic | 2 | 5 | 383 | 3 | 2024-08-03 15:21:39.126661 | Average | Yes | Daily | Apartment | 1,119 |
28,043 | 45 | Female | 7,542 | Divorced | 4 | Bachelor's | Self-Employed | 16.245714 | Rural | Comprehensive | null | 2 | 516 | 7 | 2024-07-02 15:21:39.214388 | Poor | No | Rarely | House | 1,480 |
28,044 | 46 | Female | 5,984 | Married | 4 | High School | null | 15.829599 | Urban | Basic | 2 | 16 | null | 9 | 2020-07-31 15:21:39.152732 | Poor | Yes | Rarely | Condo | 1,632 |
28,045 | 57 | Female | 14,053 | Divorced | 1 | Bachelor's | Self-Employed | 15.634388 | Rural | Basic | 0 | 11 | 535 | 8 | 2023-06-02 15:21:39.134960 | Average | No | Rarely | House | 2,335 |
28,046 | 60 | Male | 37,169 | Married | 1 | PhD | null | 16.762047 | Suburban | Basic | 1 | 3 | 569 | 3 | 2023-03-10 15:21:39.222387 | Good | Yes | Daily | House | 371 |
28,047 | 46 | Female | 2,598 | Divorced | null | High School | null | 17.764472 | Urban | Basic | 0 | 7 | 704 | 4 | 2019-11-01 15:21:39.226954 | Average | Yes | Rarely | House | 2,725 |
28,048 | 25 | Female | 121,786 | Divorced | 4 | PhD | Self-Employed | 27.896203 | Rural | Comprehensive | null | 19 | 458 | 1 | 2019-11-09 15:21:39.228521 | Good | Yes | Rarely | Apartment | 4,366 |
28,049 | 23 | Female | 39,717 | Single | 0 | Bachelor's | null | 25.973308 | Rural | Comprehensive | 2 | 12 | 523 | 7 | 2022-01-02 15:21:39.248098 | Poor | No | Monthly | House | 683 |
28,050 | 46 | Female | 50,863 | Divorced | 0 | PhD | null | 11.952537 | Urban | Premium | 1 | 11 | 802 | 8 | 2020-09-02 15:21:39.237118 | Good | No | Weekly | House | 330 |
28,051 | 22 | Female | 44,269 | Single | 1 | Bachelor's | Unemployed | 11.50564 | Urban | Comprehensive | 1 | 0 | null | 6 | 2020-01-04 15:21:39.123711 | Good | Yes | Monthly | Condo | 1,756 |
28,052 | 35 | Female | 16,056 | Divorced | 2 | High School | null | 8.822649 | Urban | Basic | null | 5 | 729 | 3 | 2020-11-13 15:21:39.097737 | Average | No | Monthly | Condo | 471 |
28,053 | 44 | Male | 12,189 | Divorced | 4 | PhD | Unemployed | 23.017728 | Suburban | Basic | 0 | 2 | 344 | 2 | 2019-09-17 15:21:39.209847 | Poor | Yes | Daily | Condo | 1,261 |
28,054 | 61 | Male | 106,652 | Single | 3 | Master's | Self-Employed | 5.934632 | Suburban | Premium | 0 | 7 | 441 | 2 | 2021-07-17 15:21:39.181605 | Poor | No | Rarely | Apartment | 710 |
28,055 | 48 | Female | 17,894 | Single | 2 | High School | Employed | 12.879041 | Urban | Premium | null | 10 | 559 | 2 | 2022-02-24 15:21:39.152732 | Poor | No | Rarely | House | 1,371 |
28,056 | 30 | Female | 23,991 | Married | 3 | Bachelor's | null | 27.390946 | Rural | Comprehensive | 0 | 13 | 619 | 3 | 2020-05-21 15:21:39.134960 | Average | Yes | Monthly | House | 3,010 |
28,057 | 28 | Female | 20,360 | Divorced | 0 | Master's | Unemployed | 49.086279 | Rural | Comprehensive | 0 | 12 | 543 | 8 | 2019-10-09 15:21:39.170099 | Good | Yes | Monthly | House | 1,002 |
28,058 | 51 | Male | 6,804 | Married | 0 | Bachelor's | null | 18.121314 | Urban | Comprehensive | null | 5 | 591 | 3 | 2024-04-11 15:21:39.155231 | Poor | Yes | Weekly | Condo | 634 |
28,059 | 35 | Female | null | Married | 1 | High School | Employed | 17.867958 | Suburban | Basic | null | 13 | 348 | 1 | 2023-04-03 15:21:39.202448 | Poor | No | Rarely | House | 881 |
28,060 | 59 | Male | 14,134 | Divorced | 0 | Master's | null | 19.957081 | Rural | Basic | null | 15 | 758 | 1 | 2023-03-20 15:21:39.283783 | Poor | Yes | Rarely | House | 2,358 |
28,061 | 47 | Female | 40,454 | Married | 0 | PhD | Self-Employed | 13.121324 | Urban | Basic | 0 | 4 | 356 | 9 | 2020-03-18 15:21:39.265513 | Average | Yes | Weekly | House | 3,515 |
28,062 | 36 | Female | 44,985 | Married | 4 | High School | Self-Employed | 29.955583 | Urban | Comprehensive | null | 3 | 657 | 1 | 2019-12-10 15:21:39.097737 | Average | No | Rarely | Condo | 2,141 |
28,063 | 28 | Female | 24,682 | Single | 2 | Master's | Unemployed | 29.882413 | Urban | Comprehensive | 2 | 19 | 492 | 4 | 2023-05-22 15:21:39.248098 | Good | No | Monthly | Apartment | 2,628 |
28,064 | 49 | Male | 113,392 | Divorced | 3 | PhD | Unemployed | 18.520813 | Rural | Premium | null | 8 | 847 | 5 | 2023-08-12 15:21:39.285112 | null | No | Rarely | House | 70 |
28,065 | 37 | Female | 96,928 | Single | 1 | Bachelor's | null | null | Urban | Basic | 3 | 19 | 522 | 9 | 2022-07-31 15:21:39.205850 | Poor | Yes | Weekly | Apartment | 778 |
28,066 | 47 | Female | 29,617 | Married | 0 | Bachelor's | null | 14.484988 | Rural | Basic | 0 | 0 | 783 | 1 | 2022-04-25 15:21:39.134960 | Good | No | Rarely | Condo | 469 |
28,067 | 40 | Female | null | Single | 0 | PhD | null | 11.838007 | Rural | Premium | 3 | 19 | 478 | 7 | 2024-04-26 15:21:39.081504 | Average | No | Weekly | Apartment | 118 |
28,068 | 43 | Male | 1,038 | Married | 1 | Bachelor's | null | 18.934792 | Rural | Comprehensive | null | 12 | 659 | 3 | 2022-09-15 15:21:39.155231 | Good | Yes | Daily | Apartment | 2,367 |
28,069 | 62 | Female | 30,287 | Single | 4 | Bachelor's | Employed | 10.276026 | Urban | Premium | 0 | 6 | null | 6 | 2022-04-16 15:21:39.126661 | Good | No | Daily | House | 1,773 |
28,070 | 31 | Male | 15,161 | Married | 3 | Master's | null | 31.125058 | Suburban | Comprehensive | 2 | 2 | 577 | 9 | 2021-11-15 15:21:39.194829 | Average | No | Monthly | Apartment | 115 |
28,071 | 24 | Female | 18,086 | Single | 3 | Bachelor's | null | 23.369942 | Rural | Basic | 2 | 8 | 534 | 5 | 2022-09-28 15:21:39.151732 | Poor | No | Weekly | Condo | 40 |
28,072 | 43 | Female | 69,051 | Single | 4 | High School | Employed | 41.844845 | Suburban | Comprehensive | 0 | 11 | 815 | 5 | 2020-06-18 15:21:39.186212 | Poor | Yes | Monthly | Condo | 274 |
28,073 | 46 | Female | 7,714 | Single | 0 | PhD | null | 46.441674 | Suburban | Comprehensive | 2 | 15 | null | 4 | 2021-04-17 15:21:39.154008 | Average | No | Monthly | Condo | 591 |
28,074 | 30 | Male | 55,775 | Married | 4 | PhD | Unemployed | 27.838301 | Rural | Basic | 0 | 12 | null | 3 | 2024-01-05 15:21:39.107553 | Poor | No | Rarely | Apartment | 393 |
28,075 | 52 | Male | 89,894 | Single | 4 | PhD | Unemployed | 49.0732 | Rural | Basic | 0 | 6 | 445 | 7 | 2019-08-17 15:21:39.237118 | Average | Yes | Monthly | Condo | 1,043 |
28,076 | 55 | Male | null | Married | 3 | Bachelor's | Self-Employed | 24.331557 | Suburban | Comprehensive | 0 | 5 | 514 | 3 | 2023-12-21 15:21:39.080440 | Poor | Yes | Daily | Condo | 286 |
28,077 | 35 | Female | 9,107 | Married | 2 | PhD | Unemployed | 36.710804 | Urban | Premium | null | 7 | null | 4 | 2021-10-23 15:21:39.216387 | Good | No | Weekly | Condo | 1,147 |
28,078 | 50 | Female | null | Married | 2 | PhD | null | null | Suburban | Comprehensive | 2 | 17 | 775 | 8 | 2021-10-14 15:21:39.257696 | Poor | No | Daily | Apartment | 25 |
28,079 | 59 | Male | 45,397 | Divorced | 3 | Master's | Self-Employed | 10.751439 | Urban | Comprehensive | null | 14 | 565 | 1 | 2021-11-18 15:21:39.288099 | null | Yes | Weekly | Condo | 45 |
28,080 | 48 | Male | 1,377 | Married | null | Master's | Self-Employed | 37.082518 | Suburban | Comprehensive | null | 2 | 493 | 8 | 2023-03-15 15:21:39.128286 | Good | Yes | Rarely | House | 1,144 |
28,081 | 42 | Male | 19,487 | Divorced | 1 | PhD | Unemployed | 30.846296 | Suburban | Basic | 0 | 15 | null | 6 | 2020-03-02 15:21:39.288099 | Poor | Yes | Rarely | Apartment | 2,481 |
28,082 | 31 | Male | 2,369 | Single | null | PhD | Employed | null | Urban | Comprehensive | null | 15 | 775 | 4 | 2022-09-26 15:21:39.257696 | Poor | Yes | Rarely | Apartment | 681 |
28,083 | 50 | Male | 16,881 | Single | 0 | Bachelor's | Self-Employed | 26.294939 | Suburban | Basic | 2 | 12 | 797 | 6 | 2021-10-27 15:21:39.134960 | Poor | No | Rarely | House | 3,680 |
28,084 | 42 | Male | 16,140 | Single | 1 | Bachelor's | null | null | Suburban | Basic | 2 | 4 | 509 | 9 | 2022-12-25 15:21:39.250151 | Poor | No | Weekly | Condo | 2,675 |
28,085 | 40 | Female | null | Divorced | 0 | Master's | Unemployed | 24.771748 | Rural | Premium | 2 | 9 | 393 | 7 | 2019-11-10 15:21:39.248098 | Average | Yes | Rarely | House | 604 |
28,086 | 41 | Female | 92,642 | Single | 3 | Bachelor's | Self-Employed | 20.490167 | Suburban | Premium | 0 | 3 | 397 | 1 | 2023-04-26 15:21:39.144722 | Good | Yes | Rarely | Condo | 506 |
28,087 | 53 | Female | 23,217 | Married | 2 | PhD | null | 33.140432 | Urban | Basic | 1 | 17 | 816 | 9 | 2020-05-17 15:21:39.145732 | Poor | Yes | Daily | Condo | 3,184 |
28,088 | 34 | Female | 43,434 | Married | 2 | Bachelor's | Self-Employed | null | Rural | Comprehensive | 1 | 7 | 516 | 2 | 2024-07-01 15:21:39.096739 | Good | No | Rarely | House | 618 |
28,089 | 60 | Male | 14,192 | Married | 4 | High School | Unemployed | 22.96791 | Rural | Basic | 0 | 1 | 570 | 5 | 2019-10-11 15:21:39.224915 | Average | Yes | Monthly | Condo | 1,770 |
28,090 | 39 | Female | 4,079 | null | 4 | PhD | null | 15.052726 | Suburban | Comprehensive | 3 | 18 | 379 | 4 | 2022-08-03 15:21:39.237118 | Poor | Yes | Weekly | Apartment | 29 |
28,091 | 18 | Male | 947 | Single | 0 | PhD | Unemployed | null | Suburban | Basic | null | 18 | 622 | 3 | 2023-05-29 15:21:39.134960 | Good | No | Daily | Apartment | 664 |
28,092 | 51 | Male | 80,636 | Married | 2 | Master's | Employed | 24.477903 | Urban | Premium | 0 | 11 | 312 | 7 | 2023-08-02 15:21:39.143708 | null | Yes | Daily | Condo | 684 |
28,093 | 43 | Female | 29,557 | Married | 3 | Master's | Employed | 11.166542 | Rural | Comprehensive | 1 | 6 | 510 | 2 | 2022-04-21 15:21:39.176717 | Good | Yes | Daily | House | 291 |
28,094 | 41 | Female | 35,925 | Divorced | null | PhD | null | 13.282279 | Rural | Comprehensive | 2 | 17 | 650 | 3 | 2022-09-14 15:21:39.155231 | Average | No | Monthly | House | 1,421 |
28,095 | 37 | Female | 23,243 | Married | 0 | Bachelor's | null | 6.63594 | Rural | Basic | 0 | 3 | 354 | 1 | 2021-06-24 15:21:39.079128 | Good | No | Rarely | Condo | 2,587 |
28,096 | 42 | Female | 522 | Divorced | 4 | PhD | null | 17.814487 | Suburban | Premium | 1 | 1 | 790 | 7 | 2020-09-17 15:21:39.276901 | Poor | No | Monthly | House | 3,065 |
28,097 | 23 | Female | 4,973 | Single | 0 | Master's | Employed | 31.183345 | Urban | Basic | 3 | 11 | 649 | 8 | 2021-04-19 15:21:39.289099 | Good | No | Rarely | House | 1,336 |
28,098 | 42 | Female | 45,990 | Single | 0 | Master's | Self-Employed | 17.901423 | Urban | Basic | 1 | 19 | null | 1 | 2022-10-30 15:21:39.184157 | Poor | Yes | Daily | Condo | 744 |
28,099 | 38 | Male | 41,311 | Married | 4 | Bachelor's | null | 23.622747 | Suburban | Comprehensive | null | 7 | 395 | 9 | 2023-10-22 15:21:39.254678 | Poor | No | Monthly | Apartment | 832 |
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