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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22,000 | 61 | Female | 55,445 | Married | null | Master's | Self-Employed | 11.951498 | Suburban | Basic | 0 | 18 | 366 | 1 | 2021-10-04 15:21:39.226954 | null | Yes | Rarely | House | 2,968 |
22,001 | 63 | Male | 68,400 | Single | 2 | Bachelor's | Employed | 12.093154 | Rural | Basic | 1 | 19 | 359 | 1 | 2022-04-01 15:21:39.134960 | Good | Yes | Monthly | Condo | 395 |
22,002 | 64 | Female | 16,647 | Married | null | PhD | null | 10.635866 | Urban | Basic | null | 19 | 626 | 9 | 2022-11-09 15:21:39.091080 | Good | No | Monthly | House | 25 |
22,003 | 47 | Male | 26,776 | Divorced | null | Bachelor's | Employed | 25.512417 | Urban | Premium | 1 | 17 | 498 | 6 | 2021-05-08 15:21:39.237118 | Average | No | Daily | Condo | 614 |
22,004 | 21 | Female | 33,001 | Divorced | 0 | PhD | Self-Employed | 7.393909 | Rural | Premium | 1 | 3 | 724 | 7 | 2022-06-04 15:21:39.134960 | Average | No | Weekly | Condo | 1,094 |
22,005 | 21 | Male | 142,463 | Single | 4 | PhD | Employed | 41.615971 | Urban | Basic | 1 | 7 | 365 | 4 | 2022-01-29 15:21:39.134960 | Good | No | Weekly | Condo | 40 |
22,006 | 55 | Female | 2,589 | Single | null | High School | Self-Employed | 35.964773 | Urban | Basic | null | 5 | 425 | 7 | 2023-07-16 15:21:39.155231 | Good | No | Daily | House | 548 |
22,007 | 54 | Female | 79,971 | Single | null | Bachelor's | Self-Employed | 22.097249 | Urban | Premium | 2 | 14 | 644 | 7 | 2024-04-17 15:21:39.164044 | Good | No | Monthly | Apartment | 1,852 |
22,008 | 26 | Male | null | Divorced | 3 | PhD | Unemployed | null | Rural | Premium | 2 | 5 | 471 | 2 | 2023-10-11 15:21:39.237118 | Poor | Yes | Monthly | House | 1,361 |
22,009 | 29 | Female | 28,983 | Married | 3 | Bachelor's | Unemployed | 23.82392 | Urban | Basic | null | 9 | null | 9 | 2019-09-24 15:21:39.281787 | Poor | Yes | Weekly | Condo | 1,393 |
22,010 | 19 | Female | 2,914 | Married | 3 | PhD | null | 48.071064 | Rural | Basic | 2 | 18 | 538 | 4 | 2023-08-25 15:21:39.155231 | Poor | Yes | Weekly | House | 1,722 |
22,011 | 53 | Female | 40,540 | Divorced | 0 | PhD | Unemployed | 42.739884 | Suburban | Premium | 1 | 3 | 600 | 8 | 2019-12-02 15:21:39.246098 | Good | No | Daily | Condo | 538 |
22,012 | 28 | Female | 15,748 | Divorced | 2 | PhD | Employed | 5.438735 | Rural | Premium | null | 9 | 747 | 4 | 2024-03-29 15:21:39.196387 | Poor | Yes | Rarely | Condo | 561 |
22,013 | 59 | Male | 3,440 | Divorced | 0 | PhD | Employed | 14.158802 | Urban | Basic | null | 2 | 431 | 1 | 2022-02-16 15:21:39.155231 | Good | No | Rarely | House | 791 |
22,014 | 38 | Male | 16,285 | Single | null | PhD | Employed | 39.68855 | Urban | Premium | null | 3 | 793 | 6 | 2022-12-09 15:21:39.120168 | Average | Yes | Weekly | Apartment | 1,257 |
22,015 | 28 | Male | 27,382 | Divorced | 3 | PhD | null | 16.619112 | Rural | Comprehensive | 0 | 5 | 735 | 9 | 2020-12-25 15:21:39.237118 | Average | No | Monthly | Condo | 2,389 |
22,016 | 37 | Male | 66,742 | Single | 4 | Master's | Unemployed | 10.195972 | Urban | Premium | null | 2 | 576 | 8 | 2024-08-11 15:21:39.189223 | null | No | Rarely | Apartment | 99 |
22,017 | 53 | Female | 15,961 | Divorced | 1 | Master's | Employed | 16.242769 | Rural | Basic | 3 | 9 | null | 4 | 2023-12-24 15:21:39.209847 | Good | Yes | Monthly | Apartment | 1,408 |
22,018 | 50 | Female | 16,076 | Married | 1 | PhD | Self-Employed | 8.783949 | Urban | Comprehensive | 2 | 19 | 629 | 8 | 2019-12-19 15:21:39.256696 | Average | Yes | Weekly | Apartment | 2,141 |
22,019 | 44 | Female | 40,824 | Divorced | 4 | Master's | Unemployed | 31.919478 | Rural | Basic | null | 16 | 633 | 1 | 2020-09-17 15:21:39.281787 | Poor | Yes | Daily | Apartment | 870 |
22,020 | 25 | Male | 40,705 | Divorced | 0 | High School | Employed | 10.099756 | Urban | Comprehensive | 2 | 11 | null | 4 | 2021-03-24 15:21:39.222387 | Average | No | Rarely | Apartment | 731 |
22,021 | 49 | Male | null | Divorced | 1 | Bachelor's | Employed | 9.679315 | Suburban | Premium | 2 | 4 | null | 6 | 2021-10-26 15:21:39.102694 | Good | No | Weekly | Apartment | 1,891 |
22,022 | 26 | Male | 25,011 | Married | 3 | High School | Self-Employed | 41.82335 | Suburban | Basic | 0 | 7 | 551 | 2 | 2023-12-16 15:21:39.134960 | Good | No | Daily | House | 28 |
22,023 | 18 | Male | 16,274 | Divorced | 3 | High School | null | 27.293509 | Suburban | Premium | null | 17 | 780 | 8 | 2019-11-29 15:21:39.249100 | Poor | No | Daily | Apartment | 1,621 |
22,024 | 25 | Female | 44,226 | null | null | Bachelor's | Employed | 16.792806 | Suburban | Comprehensive | 1 | 4 | 786 | 9 | 2024-06-10 15:21:39.222387 | Average | No | Rarely | House | 1,556 |
22,025 | 46 | Female | 23,952 | Divorced | 3 | Bachelor's | null | 44.908324 | Urban | Premium | 1 | 13 | 756 | 1 | 2023-04-06 15:21:39.279729 | Average | Yes | Weekly | Condo | 890 |
22,026 | 58 | Female | null | Single | 0 | Master's | null | 43.017633 | Rural | Basic | null | 7 | 801 | 1 | 2022-07-08 15:21:39.173834 | null | Yes | Daily | Apartment | 2,624 |
22,027 | 61 | Female | 12,073 | Single | 2 | Master's | Self-Employed | 33.907723 | Urban | Comprehensive | 1 | 6 | 542 | 1 | 2023-01-26 15:21:39.098696 | Average | Yes | Rarely | Condo | 1,221 |
22,028 | 55 | Female | 5,813 | Divorced | 1 | PhD | Employed | 14.814456 | Urban | Comprehensive | null | 16 | 516 | 7 | 2022-08-12 15:21:39.145732 | Poor | Yes | Daily | Condo | 1,684 |
22,029 | 55 | Female | 29,077 | Divorced | 1 | PhD | null | 21.749381 | Suburban | Basic | 2 | 14 | 845 | 2 | 2020-07-31 15:21:39.271453 | Average | No | Monthly | House | 551 |
22,030 | 49 | Male | 7,053 | Single | 1 | Master's | null | 18.404589 | Suburban | Basic | 0 | 15 | null | 7 | 2022-11-29 15:21:39.253660 | Poor | Yes | Daily | Apartment | 1,534 |
22,031 | 62 | Male | null | Divorced | 3 | PhD | null | 23.958607 | Rural | Premium | 0 | 0 | 592 | 9 | 2024-05-25 15:21:39.172097 | Good | No | Monthly | Condo | 257 |
22,032 | 25 | Female | 92,698 | Divorced | 1 | High School | Self-Employed | 12.914562 | Rural | Basic | 2 | 7 | 324 | 1 | 2023-01-25 15:21:39.237118 | Average | Yes | Weekly | House | 1,630 |
22,033 | 27 | Female | 91,740 | Divorced | 3 | PhD | Self-Employed | null | Suburban | Premium | 1 | 15 | null | 9 | 2023-11-15 15:21:39.155231 | Good | No | Daily | Condo | 112 |
22,034 | 37 | Female | 1,270 | Single | 0 | Master's | Employed | 23.025416 | Rural | Basic | null | 17 | null | 9 | 2022-08-30 15:21:39.093681 | Average | Yes | Weekly | Apartment | 2,034 |
22,035 | 24 | Male | 51,070 | Single | 4 | Master's | null | 9.926603 | Rural | Basic | 1 | 19 | 664 | 3 | 2021-11-16 15:21:39.176717 | Good | No | Daily | Apartment | 307 |
22,036 | 27 | Female | 33,147 | Single | 0 | PhD | null | 23.807583 | Suburban | Premium | 2 | 2 | 520 | 6 | 2023-05-24 15:21:39.223901 | Poor | No | Daily | House | 3,341 |
22,037 | 56 | Female | 18,095 | Single | 4 | Master's | null | 25.887213 | Rural | Basic | 1 | 3 | 456 | 5 | 2022-08-07 15:21:39.221386 | Average | No | Monthly | House | 940 |
22,038 | 37 | Male | 24,862 | Single | 0 | Bachelor's | null | 16.36686 | Suburban | Premium | 1 | 10 | 409 | 1 | 2021-11-29 15:21:39.226954 | Poor | No | Rarely | Condo | 1,029 |
22,039 | 53 | Female | 51,183 | Divorced | 4 | Bachelor's | null | 28.784214 | Urban | Premium | 1 | 7 | 515 | 5 | 2021-09-29 15:21:39.273973 | null | Yes | Weekly | Condo | 24 |
22,040 | 49 | Male | 25,265 | Married | 3 | Bachelor's | Self-Employed | 9.84814 | Rural | Comprehensive | 0 | 4 | 551 | 5 | 2023-03-03 15:21:39.191219 | Average | Yes | Rarely | House | 1,287 |
22,041 | 32 | Female | 133,737 | Married | 4 | High School | Employed | 14.072786 | Suburban | Premium | null | 7 | 836 | 1 | 2020-05-25 15:21:39.283783 | Poor | Yes | Weekly | House | 397 |
22,042 | 62 | Female | 102,044 | Single | 0 | High School | Unemployed | 9.938871 | Urban | Comprehensive | null | 14 | 335 | 4 | 2023-04-05 15:21:39.205850 | Poor | Yes | Monthly | Condo | 726 |
22,043 | 60 | Female | 5,050 | Married | 4 | Bachelor's | Unemployed | 23.175088 | Suburban | Comprehensive | null | 17 | 334 | 4 | 2019-09-26 15:21:39.193945 | Poor | Yes | Weekly | Apartment | 709 |
22,044 | 37 | Male | 20,202 | Single | 3 | Master's | Employed | 3.907162 | Urban | Premium | 0 | 6 | 692 | 3 | 2021-03-18 15:21:39.222387 | Average | No | Weekly | Apartment | 3,602 |
22,045 | 37 | Male | 13,982 | Divorced | 4 | High School | null | 42.945732 | Suburban | Basic | 0 | 2 | 507 | 2 | 2022-04-01 15:21:39.274993 | Poor | Yes | Monthly | Condo | 1,310 |
22,046 | 22 | Male | 48,255 | Single | 3 | High School | Self-Employed | null | Rural | Basic | null | 7 | 582 | 9 | 2024-06-06 15:21:39.171102 | Average | No | Rarely | House | 2,226 |
22,047 | 31 | Male | 40,571 | Single | 2 | High School | null | 38.273833 | Suburban | Premium | 0 | 18 | 347 | 8 | 2022-07-23 15:21:39.121169 | Good | No | Weekly | Condo | 1,034 |
22,048 | 51 | Female | 733 | Divorced | 3 | Bachelor's | Unemployed | 14.974135 | Rural | Premium | null | 7 | 485 | 7 | 2021-12-28 15:21:39.245086 | Good | No | Monthly | House | 1,543 |
22,049 | 47 | Male | 27,950 | Married | 3 | Master's | Self-Employed | 17.996987 | Suburban | Basic | 1 | 17 | 541 | 4 | 2023-09-02 15:21:39.094752 | Good | No | Weekly | Apartment | 2,572 |
22,050 | 61 | Female | 36,838 | Single | 0 | PhD | Unemployed | 22.278977 | Urban | Premium | 0 | 19 | 671 | 9 | 2023-07-13 15:21:39.134960 | Good | Yes | Weekly | Apartment | 25 |
22,051 | 26 | Male | 145,789 | Divorced | 4 | High School | null | null | Rural | Comprehensive | null | 17 | 364 | 7 | 2019-12-01 15:21:39.197445 | Poor | Yes | Rarely | Condo | 1,081 |
22,052 | 53 | Female | 4,866 | Married | 4 | PhD | Employed | 9.583297 | Suburban | Comprehensive | 2 | 15 | 765 | 3 | 2021-06-16 15:21:39.289099 | Good | No | Daily | House | 202 |
22,053 | 27 | Male | 12,082 | Single | 0 | Bachelor's | Unemployed | null | Suburban | Premium | null | 13 | 519 | 3 | 2019-12-22 15:21:39.105504 | Poor | No | Weekly | House | 100 |
22,054 | 24 | Male | 39,649 | Divorced | 1 | High School | Unemployed | 35.86838 | Suburban | Premium | 0 | 13 | 303 | 7 | 2022-06-30 15:21:39.134960 | Poor | No | Rarely | House | 738 |
22,055 | 24 | Female | 20,243 | Single | 1 | PhD | null | 24.494962 | Rural | Premium | 0 | 18 | 541 | 7 | 2021-02-05 15:21:39.147735 | Good | Yes | Weekly | Condo | 681 |
22,056 | 34 | Male | 20,584 | Single | 0 | Master's | Unemployed | 13.97968 | Urban | Comprehensive | 0 | 4 | 607 | 5 | 2020-11-24 15:21:39.155231 | Poor | No | Rarely | Apartment | 1,091 |
22,057 | 44 | Female | 8,936 | Single | 3 | Bachelor's | Employed | 16.937483 | Suburban | Basic | null | 11 | 685 | 7 | 2023-06-26 15:21:39.092127 | Poor | Yes | Monthly | House | 1,141 |
22,058 | 58 | Female | 14,271 | Single | 3 | Bachelor's | Self-Employed | 20.385538 | Rural | Comprehensive | 1 | 13 | null | 5 | 2021-04-24 15:21:39.114118 | Average | Yes | Weekly | House | 907 |
22,059 | 63 | Male | 8,891 | Single | 4 | Master's | Self-Employed | 19.57807 | Suburban | Premium | null | 5 | 819 | 6 | 2021-07-12 15:21:39.149731 | Good | Yes | Weekly | Apartment | 2,789 |
22,060 | 39 | Male | 18,094 | Single | 3 | PhD | Employed | 22.943152 | Rural | Comprehensive | 1 | 9 | null | 8 | 2021-09-03 15:21:39.134960 | Poor | Yes | Daily | Condo | 1,570 |
22,061 | 22 | Female | 55,457 | Divorced | 0 | High School | Employed | 49.515313 | Suburban | Basic | 2 | 15 | null | 8 | 2020-05-19 15:21:39.094752 | Average | Yes | Daily | Apartment | 284 |
22,062 | 58 | Male | 10,212 | Single | 1 | Master's | null | 18.020826 | Urban | Premium | null | 2 | 504 | 1 | 2022-09-19 15:21:39.215386 | Good | No | Monthly | House | 2,319 |
22,063 | 34 | Female | 13,861 | Single | null | High School | Self-Employed | 34.015798 | Rural | Comprehensive | null | 6 | 517 | 1 | 2020-03-18 15:21:39.134960 | Good | No | Rarely | House | 664 |
22,064 | 42 | Male | 96,729 | Single | 1 | PhD | Employed | 22.879034 | Suburban | Premium | 0 | 1 | 401 | 9 | 2022-05-02 15:21:39.134960 | Average | No | Daily | Apartment | 24 |
22,065 | 44 | Female | 11,119 | Divorced | null | High School | Unemployed | 23.642642 | Suburban | Comprehensive | 1 | 16 | 442 | 7 | 2019-09-20 15:21:39.134960 | Average | No | Daily | House | 464 |
22,066 | 38 | Male | 54,933 | Single | 4 | PhD | Employed | 51.265051 | Rural | Basic | 0 | 9 | 561 | 9 | 2021-09-19 15:21:39.283783 | Poor | Yes | Rarely | Condo | 1,119 |
22,067 | 50 | Male | 7,881 | Married | 3 | PhD | null | 19.955657 | Urban | Comprehensive | null | 4 | null | 9 | 2022-12-28 15:21:39.181605 | Average | Yes | Weekly | Apartment | 669 |
22,068 | 37 | Male | null | Single | 4 | PhD | Self-Employed | 31.452465 | Urban | Comprehensive | null | 3 | 657 | 3 | 2023-10-18 15:21:39.208842 | Poor | Yes | Monthly | Apartment | 69 |
22,069 | 38 | Male | 61,316 | Married | 2 | Master's | null | 20.918609 | Urban | Comprehensive | 1 | 9 | 323 | 4 | 2022-05-17 15:21:39.287115 | Good | No | Monthly | Apartment | 2,372 |
22,070 | 63 | Female | 24,486 | Divorced | 3 | High School | Employed | 11.816863 | Rural | Premium | 0 | 1 | 417 | 2 | 2020-04-05 15:21:39.174719 | Good | Yes | Daily | House | 1,059 |
22,071 | 46 | Male | 3,555 | Married | 0 | PhD | Employed | 20.829052 | Suburban | Comprehensive | 2 | 4 | null | 1 | 2020-05-18 15:21:39.248098 | Poor | Yes | Monthly | Apartment | 872 |
22,072 | 48 | Female | 66,249 | Single | 4 | Master's | null | 53.193379 | Urban | Premium | null | 7 | 636 | 3 | 2024-08-15 15:21:39.207847 | Good | Yes | Daily | House | 754 |
22,073 | 58 | Male | 3,308 | Single | 4 | High School | null | 33.787894 | Suburban | Comprehensive | 2 | 8 | 382 | 4 | 2020-08-27 15:21:39.143708 | Good | No | Daily | Apartment | 38 |
22,074 | 45 | Female | 17,061 | Single | 2 | High School | null | 34.96519 | Urban | Basic | 0 | 13 | 698 | 5 | 2022-07-10 15:21:39.218388 | Average | Yes | Rarely | Apartment | 757 |
22,075 | 23 | Female | 37,354 | Single | 4 | PhD | Employed | 16.064459 | Suburban | Basic | 1 | 14 | 824 | 3 | 2023-03-27 15:21:39.237118 | Poor | No | Monthly | Condo | 473 |
22,076 | 42 | Male | 35,223 | Divorced | 4 | Bachelor's | Self-Employed | 35.675923 | Suburban | Comprehensive | 2 | 15 | 553 | 5 | 2024-04-24 15:21:39.151732 | Poor | Yes | Rarely | Apartment | 705 |
22,077 | 52 | Female | 27,508 | Single | 0 | Bachelor's | Employed | 30.45589 | Rural | Comprehensive | 3 | 19 | 440 | 3 | 2021-08-02 15:21:39.144722 | Good | Yes | Rarely | House | 1,376 |
22,078 | 30 | Female | 73,591 | Married | null | Master's | Unemployed | 52.363416 | Urban | Comprehensive | 1 | 7 | 514 | 1 | 2021-07-16 15:21:39.131192 | Poor | No | Weekly | Apartment | 634 |
22,079 | 23 | Female | 16,087 | Divorced | 2 | PhD | Unemployed | 26.719528 | Suburban | Premium | 0 | 11 | 515 | 2 | 2020-04-22 15:21:39.134960 | Good | Yes | Rarely | House | 883 |
22,080 | 57 | Male | 14,054 | Single | 4 | PhD | Unemployed | 16.988223 | Suburban | Premium | null | 4 | 491 | 2 | 2022-09-01 15:21:39.134960 | Good | No | Monthly | Apartment | 1,144 |
22,081 | 33 | Male | 8,779 | Single | null | PhD | Unemployed | 23.671587 | Suburban | Premium | null | 4 | 799 | 9 | 2022-03-29 15:21:39.221386 | Poor | Yes | Daily | House | 234 |
22,082 | 52 | Male | 29,721 | Married | 2 | Master's | null | 44.510948 | Rural | Basic | 1 | 13 | 731 | 2 | 2021-05-26 15:21:39.155231 | Average | No | Rarely | Condo | 208 |
22,083 | 39 | Male | 6,892 | Married | 3 | High School | Self-Employed | 51.929061 | Suburban | Comprehensive | null | 14 | 758 | 3 | 2022-02-14 15:21:39.155231 | Average | No | Rarely | Apartment | 2,196 |
22,084 | 36 | Male | 70,926 | Single | 2 | PhD | Employed | 36.965357 | Suburban | Premium | 3 | 1 | 468 | 6 | 2024-03-29 15:21:39.251142 | Good | No | Rarely | Condo | 125 |
22,085 | 35 | Female | 2,470 | Married | 4 | High School | null | 14.543152 | Rural | Basic | 1 | 13 | 316 | 1 | 2023-02-26 15:21:39.155231 | null | No | Rarely | Condo | 586 |
22,086 | 22 | Male | 1,447 | Married | 2 | PhD | Employed | 26.953533 | Suburban | Premium | 2 | 16 | 473 | 5 | 2020-09-06 15:21:39.087123 | Good | Yes | Monthly | Condo | 923 |
22,087 | 47 | Male | 40,942 | Single | 0 | Bachelor's | null | 25.673777 | Urban | Basic | null | 16 | 618 | 3 | 2019-11-23 15:21:39.192212 | Good | Yes | Weekly | Apartment | 545 |
22,088 | 21 | Male | 76,546 | Married | null | High School | Employed | 17.147546 | Rural | Basic | null | 17 | 793 | 7 | 2022-10-06 15:21:39.251142 | Poor | Yes | Daily | Condo | 102 |
22,089 | 43 | Female | 39,803 | Single | 2 | PhD | Unemployed | 26.574873 | Suburban | Premium | 0 | 2 | null | 8 | 2022-03-10 15:21:39.134960 | Poor | No | Daily | Apartment | 997 |
22,090 | 50 | Female | 24,677 | Single | 0 | High School | Employed | 22.036613 | Suburban | Premium | null | 0 | 536 | 8 | 2021-10-28 15:21:39.134960 | Average | No | Weekly | Condo | 988 |
22,091 | 38 | Female | 24,862 | Married | 1 | PhD | null | 30.959421 | Urban | Basic | 0 | 4 | 813 | 9 | 2021-12-06 15:21:39.276901 | Poor | No | Weekly | Apartment | 853 |
22,092 | 58 | Male | 7,053 | Divorced | 1 | High School | Unemployed | 28.94833 | Urban | Basic | null | 2 | 567 | 4 | 2022-05-25 15:21:39.134960 | Good | No | Weekly | Condo | 832 |
22,093 | 30 | Female | 40,863 | Single | 1 | High School | null | 39.906927 | Suburban | Comprehensive | 0 | 12 | null | 2 | 2020-06-09 15:21:39.092127 | Average | Yes | Weekly | Condo | 2,391 |
22,094 | 42 | Female | 10,360 | Divorced | 3 | PhD | Employed | 45.797826 | Urban | Comprehensive | 3 | 0 | 516 | 1 | 2024-06-25 15:21:39.265513 | Poor | Yes | Weekly | Apartment | 1,177 |
22,095 | 41 | Female | 12,095 | Single | 4 | Bachelor's | null | 43.829728 | Suburban | Basic | 1 | 17 | 767 | 8 | 2020-03-07 15:21:39.192212 | Good | Yes | Rarely | Condo | 2,678 |
22,096 | 20 | Female | 45,975 | Single | 0 | PhD | Employed | 28.758633 | Urban | Premium | 0 | 13 | 762 | 1 | 2023-04-15 15:21:39.271453 | Good | No | Weekly | Apartment | 1,221 |
22,097 | 50 | Male | null | Single | 3 | PhD | Unemployed | 42.858286 | Rural | Comprehensive | null | 8 | 398 | 8 | 2023-09-18 15:21:39.175719 | Poor | Yes | Rarely | Condo | 782 |
22,098 | 41 | Male | 1,095 | Married | 0 | PhD | null | 37.690116 | Rural | Premium | 0 | 19 | 729 | 4 | 2021-12-20 15:21:39.087123 | Good | Yes | Daily | Apartment | 3,680 |
22,099 | 54 | Male | 30,461 | Single | 2 | High School | Self-Employed | 46.418661 | Urban | Comprehensive | 2 | 12 | null | 6 | 2020-10-26 15:21:39.134960 | null | No | Weekly | Apartment | 2,486 |
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