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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28,900 | 20 | Female | 11,539 | Single | 0 | High School | Unemployed | 21.353898 | Rural | Basic | 0 | 11 | 765 | 2 | 2021-01-24 15:21:39.134960 | Good | No | Daily | Apartment | 2,102 |
28,901 | 40 | Female | 15,103 | Married | 2 | PhD | null | 30.539763 | Rural | Basic | null | 6 | 484 | 6 | 2024-01-14 15:21:39.188220 | Poor | Yes | Weekly | Condo | 1,620 |
28,902 | 47 | Female | 3,837 | Divorced | 1 | Bachelor's | null | 21.835456 | Rural | Comprehensive | 4 | 15 | null | 2 | 2022-11-29 15:21:39.230483 | Good | No | Daily | Condo | 533 |
28,903 | 62 | Male | 23,767 | Married | 2 | Master's | null | 20.318767 | Suburban | Comprehensive | 1 | 14 | 565 | 8 | 2020-10-18 15:21:39.123711 | Poor | No | Daily | Apartment | 948 |
28,904 | 44 | Male | 34,611 | Single | 2 | PhD | Unemployed | 24.842304 | Rural | Comprehensive | 1 | 9 | null | 1 | 2021-11-05 15:21:39.173834 | Poor | No | Daily | Apartment | 298 |
28,905 | 31 | Female | 28,930 | Single | 2 | Master's | null | 34.583643 | Suburban | Basic | 1 | 5 | 329 | 2 | 2020-02-04 15:21:39.171102 | Average | No | Daily | Condo | 1,069 |
28,906 | 61 | Male | 102,837 | Single | 3 | PhD | Unemployed | null | Suburban | Comprehensive | 3 | 4 | 696 | 9 | 2022-05-11 15:21:39.189223 | Poor | Yes | Rarely | Condo | 988 |
28,907 | 60 | Female | 25,863 | Single | 0 | PhD | Employed | 23.927254 | Suburban | Premium | 3 | 4 | 764 | 9 | 2023-03-01 15:21:39.106582 | Poor | No | Weekly | Condo | 472 |
28,908 | 44 | Female | 20,984 | Single | 3 | PhD | Employed | 37.787735 | Rural | Premium | null | 19 | 629 | 8 | 2019-11-06 15:21:39.246098 | Good | Yes | Weekly | Condo | 2,822 |
28,909 | 51 | Male | 3,738 | Single | null | Master's | Self-Employed | 35.564673 | Rural | Premium | null | 0 | 349 | 5 | 2024-01-18 15:21:39.081504 | Good | Yes | Rarely | House | 446 |
28,910 | 57 | Female | 62,921 | Single | 3 | High School | Unemployed | 17.719799 | Rural | Comprehensive | 2 | 2 | null | 7 | 2022-12-09 15:21:39.134960 | Average | No | Weekly | House | 218 |
28,911 | 63 | Male | 2,104 | Divorced | 0 | Master's | null | 8.162095 | Rural | Premium | 2 | 5 | 762 | 9 | 2022-02-28 15:21:39.173834 | Good | No | Daily | Apartment | 511 |
28,912 | 52 | Male | 5,580 | Married | 3 | PhD | Self-Employed | 17.869771 | Rural | Comprehensive | 0 | 2 | null | 1 | 2024-04-18 15:21:39.134960 | Average | Yes | Weekly | House | 3,663 |
28,913 | 31 | Female | 124,795 | Divorced | 0 | Bachelor's | Self-Employed | 34.602787 | Urban | Basic | 0 | 4 | null | 1 | 2023-02-04 15:21:39.190215 | Average | No | Daily | Apartment | 390 |
28,914 | 64 | Male | 85,939 | Divorced | 3 | Master's | Unemployed | 13.952927 | Suburban | Premium | 1 | 13 | 638 | 2 | 2023-09-06 15:21:39.155231 | null | No | Weekly | Condo | 2,082 |
28,915 | 50 | Female | 2,896 | Married | 4 | Bachelor's | null | 39.737102 | Urban | Basic | null | 0 | 301 | 5 | 2024-07-03 15:21:39.194829 | Average | No | Monthly | House | 580 |
28,916 | 42 | Male | 34,398 | Single | 1 | Master's | Self-Employed | 13.826231 | Suburban | Comprehensive | 1 | 1 | 635 | 9 | 2021-11-02 15:21:39.085129 | Poor | Yes | Rarely | Condo | 2,198 |
28,917 | 37 | Male | 7,062 | Single | 0 | PhD | null | 17.918677 | Urban | Premium | null | 12 | 409 | 6 | 2020-03-14 15:21:39.104139 | Poor | No | Daily | House | 1,810 |
28,918 | 23 | Female | 1,213 | Married | 3 | High School | Employed | 8.955758 | Rural | Comprehensive | null | 0 | 439 | 6 | 2020-08-06 15:21:39.249100 | Good | Yes | Daily | House | 1,596 |
28,919 | 35 | Male | 14,894 | Married | 1 | PhD | Unemployed | 6.812269 | Urban | Basic | 1 | 16 | null | 8 | 2022-10-05 15:21:39.175719 | Poor | No | Weekly | House | 962 |
28,920 | 24 | Male | 12,772 | Married | 2 | Bachelor's | Unemployed | 33.369212 | Urban | Premium | 1 | 9 | 842 | 1 | 2021-11-24 15:21:39.223901 | Poor | No | Daily | Condo | 1,267 |
28,921 | 54 | Male | 51,660 | Married | 4 | Bachelor's | Employed | 13.938365 | Urban | Basic | 1 | 1 | null | 6 | 2022-07-31 15:21:39.176717 | Poor | Yes | Monthly | Condo | 173 |
28,922 | 25 | Female | 55,666 | Divorced | 1 | Bachelor's | Unemployed | 8.124053 | Urban | Basic | null | 11 | 418 | 8 | 2021-09-09 15:21:39.081504 | Poor | Yes | Weekly | House | 583 |
28,923 | 57 | Female | 56,514 | Single | 1 | PhD | null | 13.693636 | Urban | Comprehensive | 2 | 7 | 739 | 7 | 2022-08-09 15:21:39.134960 | null | Yes | Daily | Condo | 136 |
28,924 | 45 | Female | 19,143 | Divorced | 0 | High School | Self-Employed | 21.338381 | Suburban | Basic | 1 | 11 | null | 7 | 2023-02-13 15:21:39.155231 | Poor | Yes | Daily | Apartment | 772 |
28,925 | 41 | Male | 11,578 | Divorced | 3 | Master's | null | 23.596945 | Urban | Basic | 0 | 14 | null | 5 | 2022-02-24 15:21:39.229482 | Poor | Yes | Daily | Apartment | 788 |
28,926 | 23 | Female | 27,988 | Married | 2 | High School | null | 23.616958 | Rural | Premium | null | 3 | 814 | 9 | 2023-03-27 15:21:39.268507 | Poor | No | Weekly | House | 1,070 |
28,927 | 45 | Male | 29,715 | Married | 3 | Master's | Employed | 22.688513 | Suburban | Comprehensive | 3 | 13 | 433 | 7 | 2020-11-15 15:21:39.152732 | Average | No | Daily | Apartment | 2,122 |
28,928 | 26 | Female | 1,336 | Single | 4 | Bachelor's | Self-Employed | null | Urban | Premium | null | 5 | 683 | 7 | 2023-09-22 15:21:39.209847 | Good | No | Weekly | Condo | 1,139 |
28,929 | 26 | Female | 89,942 | Single | 3 | Bachelor's | Self-Employed | 40.127566 | Suburban | Comprehensive | 1 | 13 | 748 | 9 | 2023-01-08 15:21:39.248098 | Poor | Yes | Daily | House | 49 |
28,930 | 48 | Male | 64,594 | Single | 0 | High School | Self-Employed | 25.086947 | Rural | Basic | null | 12 | 843 | 4 | 2020-06-04 15:21:39.102694 | Good | Yes | Daily | Condo | 181 |
28,931 | 39 | Male | 5,937 | Single | 3 | Master's | Employed | 31.384964 | Rural | Comprehensive | 2 | 13 | 459 | 7 | 2024-06-27 15:21:39.237118 | null | Yes | Daily | House | 1,010 |
28,932 | 37 | Male | 464 | Divorced | 1 | High School | Self-Employed | 35.834258 | Urban | Basic | 2 | 5 | 474 | 2 | 2022-11-06 15:21:39.192212 | Poor | No | Weekly | Condo | 25 |
28,933 | 48 | Female | 3,860 | Divorced | null | Bachelor's | Employed | 24.158004 | Suburban | Comprehensive | 2 | 16 | 674 | 6 | 2021-07-03 15:21:39.122134 | Average | Yes | Weekly | Apartment | 2,061 |
28,934 | 60 | Female | 24,986 | Divorced | 2 | High School | null | 6.846241 | Suburban | Comprehensive | 1 | 3 | 675 | 3 | 2021-06-29 15:21:39.226954 | Average | No | Daily | House | 1,165 |
28,935 | 62 | Male | 81,612 | Divorced | null | Master's | Unemployed | 33.852605 | Rural | Basic | 0 | 19 | 430 | 3 | 2024-03-05 15:21:39.155231 | Good | Yes | Rarely | House | 1,453 |
28,936 | 29 | Male | 30,902 | Married | 0 | Master's | Unemployed | 28.856124 | Urban | Premium | 2 | 6 | 719 | 6 | 2020-06-28 15:21:39.251142 | Good | No | Monthly | Apartment | 584 |
28,937 | 28 | Male | 17,663 | Married | 1 | Bachelor's | Unemployed | 32.368728 | Rural | Premium | 1 | 7 | null | 2 | 2022-01-24 15:21:39.101733 | Average | Yes | Daily | Condo | 798 |
28,938 | 39 | Female | null | Divorced | 2 | Bachelor's | Self-Employed | 37.083402 | Rural | Comprehensive | 2 | 4 | 642 | 4 | 2023-11-14 15:21:39.152732 | Average | No | Monthly | Apartment | 36 |
28,939 | 57 | Male | 64,796 | Married | 0 | PhD | Self-Employed | 26.737227 | Suburban | Basic | null | 17 | 424 | 8 | 2023-08-14 15:21:39.092127 | Poor | No | Daily | Condo | 872 |
28,940 | 44 | Female | 24,591 | Single | 1 | PhD | Employed | 10.514875 | Rural | Premium | 1 | 2 | null | 8 | 2020-02-23 15:21:39.164044 | Average | No | Rarely | Apartment | 1,881 |
28,941 | 59 | Female | 8,072 | Divorced | 3 | High School | null | 12.391626 | Rural | Basic | 1 | 8 | 744 | 4 | 2019-10-13 15:21:39.209847 | Good | No | Daily | Apartment | 814 |
28,942 | 35 | Female | 42,084 | Single | 0 | Bachelor's | Self-Employed | 20.847414 | Urban | Basic | 1 | 15 | 495 | 7 | 2021-09-18 15:21:39.217387 | Average | Yes | Daily | Condo | 1,692 |
28,943 | 31 | Female | 839 | Divorced | 4 | Master's | Unemployed | 25.739168 | Rural | Comprehensive | 3 | 0 | 763 | 3 | 2020-04-22 15:21:39.246098 | Average | No | Weekly | Condo | 711 |
28,944 | 47 | Female | 45,005 | Divorced | 2 | Bachelor's | Unemployed | 30.757584 | Rural | Basic | 0 | 16 | 734 | 9 | 2020-07-11 15:21:39.172097 | Good | Yes | Daily | Condo | 395 |
28,945 | 63 | Female | 24,862 | Divorced | 0 | Bachelor's | Employed | null | Urban | Premium | null | 15 | 443 | 6 | 2021-04-07 15:21:39.121169 | Average | No | Weekly | Condo | 1,582 |
28,946 | 51 | Female | 20,276 | Divorced | 1 | Bachelor's | null | 17.181931 | Rural | Comprehensive | 3 | 9 | 695 | 2 | 2022-12-25 15:21:39.199447 | Poor | Yes | Rarely | Condo | 716 |
28,947 | 24 | Male | 31,006 | Married | 1 | High School | null | 29.865361 | Rural | Comprehensive | 3 | 16 | 677 | 3 | 2021-08-09 15:21:39.177724 | null | No | Rarely | House | 549 |
28,948 | 53 | Female | 27,460 | Divorced | 3 | PhD | null | 43.38203 | Urban | Comprehensive | 0 | 14 | 678 | 4 | 2020-11-16 15:21:39.192212 | Poor | Yes | Daily | Condo | 713 |
28,949 | 46 | Male | 4,436 | Divorced | 2 | PhD | null | 4.740711 | Urban | Comprehensive | 2 | 12 | 685 | 5 | 2020-06-16 15:21:39.219432 | null | Yes | Weekly | House | 75 |
28,950 | 62 | Male | 76,744 | Single | 3 | High School | Unemployed | 47.231135 | Suburban | Basic | 1 | 3 | 773 | 5 | 2023-01-26 15:21:39.184157 | null | No | Daily | Condo | 112 |
28,951 | 21 | Female | null | Married | 2 | Master's | Self-Employed | 19.92425 | Rural | Premium | null | 0 | 799 | 3 | 2024-08-01 15:21:39.285112 | Good | Yes | Rarely | Condo | 78 |
28,952 | 37 | Male | 13,669 | Divorced | null | High School | Self-Employed | 4.869131 | Urban | Comprehensive | 2 | 10 | 513 | 8 | 2020-09-22 15:21:39.117183 | Poor | Yes | Daily | Apartment | 146 |
28,953 | 30 | Female | 16,888 | Divorced | 4 | PhD | Employed | 10.223614 | Suburban | Premium | 2 | 10 | 492 | 5 | 2021-03-05 15:21:39.134960 | Good | Yes | Daily | House | 875 |
28,954 | 43 | Female | 81,784 | Single | 2 | High School | Self-Employed | null | Suburban | Basic | 2 | 16 | 574 | 2 | 2020-06-10 15:21:39.256696 | Good | No | Weekly | House | 2,224 |
28,955 | 21 | Male | 3,436 | Married | 0 | Bachelor's | Self-Employed | 29.834141 | Suburban | Comprehensive | 0 | 6 | 393 | 6 | 2022-01-02 15:21:39.167099 | Poor | Yes | Weekly | House | 2,652 |
28,956 | 56 | Female | 17,091 | Single | 4 | High School | Employed | 20.037432 | Urban | Comprehensive | 1 | 18 | null | 4 | 2024-04-30 15:21:39.134960 | Poor | No | Daily | House | 1,334 |
28,957 | 54 | Female | 23,824 | Single | 3 | PhD | null | 24.320173 | Suburban | Comprehensive | 1 | 10 | 549 | 5 | 2020-08-30 15:21:39.257696 | Poor | No | Rarely | House | 795 |
28,958 | 19 | Male | 57,926 | Married | 3 | Master's | null | 5.257541 | Suburban | Basic | 2 | 5 | 443 | 1 | 2021-04-10 15:21:39.259788 | Good | Yes | Weekly | House | 215 |
28,959 | 35 | Female | 27,358 | Single | 1 | Bachelor's | Employed | 42.753739 | Suburban | Comprehensive | 1 | 16 | 585 | 5 | 2024-02-01 15:21:39.267454 | Poor | No | Rarely | Apartment | 1,263 |
28,960 | 55 | Male | 18,096 | Divorced | 4 | Master's | Self-Employed | 45.169968 | Rural | Basic | 1 | 4 | 573 | 2 | 2022-03-13 15:21:39.106582 | Average | Yes | Rarely | House | 466 |
28,961 | 23 | Male | 4,876 | Single | 1 | PhD | Employed | 13.414969 | Rural | Comprehensive | null | 13 | 781 | 6 | 2024-03-27 15:21:39.270454 | null | Yes | Monthly | Apartment | 693 |
28,962 | 59 | Female | 19,303 | Single | 3 | Bachelor's | Employed | 22.735673 | Suburban | Comprehensive | 1 | 7 | 831 | 4 | 2023-08-04 15:21:39.250151 | Poor | No | Monthly | House | 248 |
28,963 | 48 | Female | 34,803 | Divorced | 2 | Bachelor's | Unemployed | 24.673889 | Suburban | Premium | 1 | 2 | null | 3 | 2019-11-22 15:21:39.194829 | Average | Yes | Monthly | House | 1,334 |
28,964 | 35 | Male | 11,390 | Divorced | null | High School | Unemployed | 36.567348 | Suburban | Comprehensive | null | 15 | 701 | 2 | 2024-03-01 15:21:39.122134 | Poor | Yes | Daily | Apartment | 444 |
28,965 | 29 | Female | 68,856 | Single | 3 | Bachelor's | Unemployed | 17.984051 | Rural | Comprehensive | 0 | 11 | 585 | 5 | 2022-10-11 15:21:39.096739 | Poor | Yes | Weekly | Condo | 158 |
28,966 | 64 | Male | 13,982 | Single | 4 | Bachelor's | null | 47.094507 | Rural | Basic | 1 | 13 | 531 | 5 | 2020-08-01 15:21:39.226954 | Average | No | Rarely | Apartment | 1,074 |
28,967 | 54 | Male | null | null | 3 | Bachelor's | Self-Employed | 17.275546 | Urban | Basic | 0 | 4 | 695 | 4 | 2024-03-16 15:21:39.170099 | Good | Yes | Daily | Condo | 2,331 |
28,968 | 51 | Female | 5,896 | Married | 3 | High School | Unemployed | 47.261734 | Urban | Basic | 0 | 16 | 710 | 8 | 2023-03-24 15:21:39.086123 | Poor | No | Weekly | House | 1,522 |
28,969 | 53 | Male | 5,730 | Single | 1 | Master's | Employed | null | Suburban | Comprehensive | 0 | 12 | 755 | 1 | 2020-05-15 15:21:39.149731 | null | Yes | Weekly | Condo | 1,076 |
28,970 | 58 | Female | 66,010 | Divorced | 2 | Master's | Unemployed | 16.879365 | Rural | Comprehensive | 1 | 16 | 773 | 3 | 2020-06-29 15:21:39.134960 | null | No | Weekly | Apartment | 2,928 |
28,971 | 42 | Female | 45 | Single | 2 | Master's | null | 46.886624 | Rural | Comprehensive | 0 | 15 | 743 | 4 | 2022-08-19 15:21:39.168099 | null | Yes | Monthly | Apartment | 2,917 |
28,972 | 34 | Female | 16,459 | Divorced | 2 | PhD | null | 39.83489 | Rural | Comprehensive | 0 | 19 | 718 | 4 | 2023-11-14 15:21:39.185215 | Good | No | Rarely | Apartment | 1,368 |
28,973 | 63 | Female | null | Married | 1 | Master's | Self-Employed | 29.924212 | Urban | Premium | 1 | 15 | 631 | 5 | 2023-02-05 15:21:39.132191 | Average | No | Monthly | Condo | 197 |
28,974 | 32 | Female | 27,862 | Single | 0 | High School | Employed | 45.726159 | Suburban | Comprehensive | 1 | 8 | 524 | 4 | 2024-05-26 15:21:39.094752 | Average | No | Monthly | House | 880 |
28,975 | 45 | Male | 14,894 | Single | 4 | Bachelor's | Employed | 13.551341 | Urban | Basic | 0 | 1 | 716 | 7 | 2022-07-11 15:21:39.274993 | Average | No | Rarely | Apartment | 2,845 |
28,976 | 55 | Female | 48,877 | Married | 4 | High School | Self-Employed | 19.854169 | Urban | Comprehensive | 0 | 2 | 316 | 2 | 2022-11-09 15:21:39.261856 | Average | No | Weekly | Apartment | 548 |
28,977 | 18 | Male | 5,818 | Divorced | 4 | High School | Unemployed | 8.794169 | Rural | Comprehensive | 0 | 6 | 549 | 4 | 2021-10-21 15:21:39.226954 | Average | No | Daily | Condo | 981 |
28,978 | 49 | Male | null | Divorced | 1 | Bachelor's | null | 21.879207 | Suburban | Comprehensive | null | 15 | 705 | 2 | 2022-09-28 15:21:39.188220 | Poor | Yes | Daily | Apartment | 119 |
28,979 | 50 | Male | 5,879 | Divorced | 3 | Bachelor's | Employed | 32.674016 | Rural | Premium | 1 | 9 | 685 | 4 | 2020-12-12 15:21:39.176717 | Good | Yes | Rarely | House | 572 |
28,980 | 44 | Male | 538 | Divorced | 1 | High School | Unemployed | 12.05763 | Urban | Premium | 0 | 15 | 472 | 1 | 2023-10-29 15:21:39.237118 | Good | Yes | Rarely | Apartment | 1,628 |
28,981 | 55 | Male | 76,600 | Single | null | PhD | Self-Employed | 22.07803 | Urban | Comprehensive | 1 | 4 | 350 | 1 | 2023-03-23 15:21:39.120168 | Average | Yes | Monthly | House | 1,363 |
28,982 | 60 | Female | 7,983 | Single | 4 | Master's | null | 22.126076 | Suburban | Premium | 1 | 17 | null | 2 | 2023-10-25 15:21:39.237118 | Average | No | Rarely | House | 782 |
28,983 | 63 | Male | 26,657 | Single | 0 | Master's | null | 45.067368 | Rural | Comprehensive | 0 | 11 | null | 6 | 2022-03-09 15:21:39.286113 | Poor | No | Daily | House | 1,173 |
28,984 | 57 | Male | 15,961 | Single | 0 | High School | Unemployed | 44.738986 | Rural | Premium | null | 16 | 587 | 9 | 2019-11-04 15:21:39.254678 | Good | Yes | Daily | House | 1,426 |
28,985 | 57 | Female | 94,958 | Divorced | 2 | High School | Employed | 13.827262 | Rural | Comprehensive | 1 | 8 | 424 | 1 | 2022-05-02 15:21:39.151732 | Poor | No | Monthly | Apartment | 406 |
28,986 | 45 | Female | 5,942 | Single | 2 | Bachelor's | Self-Employed | 15.926777 | Rural | Premium | 1 | 12 | 783 | 1 | 2020-06-04 15:21:39.224915 | Average | No | Monthly | Apartment | 1,189 |
28,987 | 58 | Female | 52,896 | Married | 3 | Bachelor's | null | 23.790325 | Urban | Basic | 3 | 2 | 670 | 9 | 2020-02-16 15:21:39.237118 | Good | No | Daily | Apartment | 2,065 |
28,988 | 61 | Female | 4,866 | Married | 3 | Master's | null | 31.494214 | Suburban | Premium | 3 | 8 | 668 | 6 | 2021-09-22 15:21:39.231531 | Average | No | Monthly | Condo | 1,246 |
28,989 | 27 | Female | 104,330 | Married | 0 | Bachelor's | Unemployed | 31.918534 | Urban | Comprehensive | 1 | 8 | 731 | 2 | 2023-01-28 15:21:39.097737 | Good | Yes | Rarely | Condo | 110 |
28,990 | 57 | Male | 35,694 | Married | null | High School | null | 36.738886 | Urban | Basic | null | 17 | 455 | 7 | 2021-04-07 15:21:39.204790 | Average | Yes | Weekly | Apartment | 765 |
28,991 | 49 | Female | 44,100 | Divorced | 4 | High School | null | 14.071413 | Suburban | Comprehensive | null | 17 | 494 | 7 | 2024-03-03 15:21:39.134960 | Average | No | Weekly | Condo | 225 |
28,992 | null | Female | 57,869 | Married | 4 | Bachelor's | Self-Employed | 15.641015 | Rural | Basic | null | 9 | 445 | 4 | 2021-04-28 15:21:39.174719 | null | Yes | Rarely | House | 566 |
28,993 | 28 | Male | 15,581 | null | 4 | PhD | Self-Employed | 49.596417 | Rural | Comprehensive | 1 | 8 | 384 | 3 | 2021-07-04 15:21:39.134960 | Poor | No | Weekly | House | 1,581 |
28,994 | 47 | Female | 27,126 | Married | 3 | Master's | null | 31.398916 | Urban | Basic | 1 | 9 | 786 | 8 | 2024-02-15 15:21:39.190215 | Poor | Yes | Daily | Apartment | 2,458 |
28,995 | 53 | Male | 635 | Single | 2 | Master's | null | 30.017441 | Urban | Basic | 2 | 16 | 566 | 6 | 2021-08-28 15:21:39.190215 | Good | No | Rarely | Condo | 814 |
28,996 | 48 | Female | 16,882 | Single | 2 | Bachelor's | null | null | Rural | Premium | 1 | 17 | 674 | 6 | 2023-12-02 15:21:39.229482 | Average | Yes | Daily | Apartment | 823 |
28,997 | 30 | Male | 52,732 | Divorced | 0 | Bachelor's | null | 6.917456 | Suburban | Premium | null | 9 | 796 | 1 | 2024-05-29 15:21:39.192212 | Average | No | Rarely | House | 394 |
28,998 | 44 | Male | 1,969 | Single | 2 | Master's | Self-Employed | 18.846209 | Rural | Comprehensive | 1 | 16 | 760 | 5 | 2019-11-30 15:21:39.121169 | Average | No | Monthly | Apartment | 311 |
28,999 | 50 | Male | 5,909 | Single | null | High School | Unemployed | 24.638884 | Suburban | Comprehensive | 0 | 12 | 595 | 8 | 2023-06-11 15:21:39.288099 | null | No | Weekly | Condo | 562 |
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