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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
16,900 | null | Female | 6,538 | Married | 2 | Master's | Unemployed | 41.444558 | Urban | Basic | 0 | 9 | 603 | 1 | 2022-07-23 15:21:39.192212 | null | No | Rarely | House | 4,097 |
16,901 | 30 | Male | 82,360 | Single | 4 | High School | Employed | 50.519441 | Rural | Premium | 2 | 18 | null | 5 | 2021-03-03 15:21:39.287115 | Poor | No | Monthly | House | 101 |
16,902 | 31 | Male | 1,142 | Married | 3 | PhD | Employed | 42.637706 | Suburban | Premium | 2 | 18 | 731 | 6 | 2020-05-30 15:21:39.252145 | Poor | No | Daily | House | 958 |
16,903 | 36 | Male | 8,054 | Single | 4 | Master's | Unemployed | 15.241409 | Rural | Comprehensive | 0 | 15 | 549 | 2 | 2020-07-19 15:21:39.155231 | Good | Yes | Daily | Condo | 715 |
16,904 | 25 | Male | 25,375 | Married | 4 | Master's | Employed | 38.551234 | Suburban | Comprehensive | 0 | 14 | 494 | 9 | 2023-07-06 15:21:39.208842 | Good | Yes | Weekly | House | 966 |
16,905 | 22 | Female | 26,200 | Single | 4 | High School | Self-Employed | 51.238931 | Urban | Basic | 0 | 10 | 517 | 1 | 2020-08-08 15:21:39.248098 | Average | No | Daily | Apartment | 1,357 |
16,906 | 57 | Female | 27,864 | null | 3 | Master's | null | 24.814138 | Suburban | Comprehensive | null | 2 | 561 | 3 | 2022-02-19 15:21:39.236064 | Good | Yes | Monthly | Apartment | 603 |
16,907 | 30 | Female | 7,991 | Single | 4 | PhD | null | 38.94602 | Suburban | Comprehensive | 0 | 19 | 691 | 6 | 2020-12-09 15:21:39.155231 | Poor | Yes | Rarely | House | 813 |
16,908 | 33 | Female | 15,215 | Single | 0 | PhD | Employed | 16.471279 | Urban | Basic | 0 | 13 | null | 8 | 2022-09-14 15:21:39.189223 | Poor | No | Rarely | Apartment | 1,573 |
16,909 | 27 | Male | 43,940 | Divorced | 4 | Master's | Employed | 19.92869 | Urban | Premium | null | 16 | null | 8 | 2022-05-19 15:21:39.263607 | Good | No | Weekly | Apartment | 678 |
16,910 | 36 | Female | 71,662 | Divorced | 1 | Master's | Unemployed | 34.686484 | Urban | Basic | 3 | 1 | 607 | 5 | 2022-03-11 15:21:39.288099 | null | No | Weekly | Apartment | 1,317 |
16,911 | 42 | Male | 43,437 | Married | 3 | High School | null | 50.193044 | Urban | Comprehensive | 2 | 13 | 593 | 9 | 2022-10-21 15:21:39.282785 | Poor | Yes | Daily | House | 522 |
16,912 | 34 | Female | 54,584 | Single | 4 | PhD | Employed | 6.982835 | Urban | Comprehensive | 1 | 1 | 793 | 8 | 2022-08-17 15:21:39.280784 | Average | No | Monthly | House | 115 |
16,913 | 23 | Female | 5,991 | Divorced | 1 | High School | Employed | null | Urban | Comprehensive | 1 | 18 | 626 | 7 | 2022-02-16 15:21:39.237118 | Poor | No | Monthly | House | 1,465 |
16,914 | 25 | Female | 20,495 | Married | 4 | Bachelor's | null | 14.746259 | Urban | Basic | null | 2 | 715 | 3 | 2023-06-26 15:21:39.089116 | Average | No | Weekly | Apartment | 2,481 |
16,915 | 62 | Male | 486 | Married | 0 | High School | Self-Employed | 24.891968 | Urban | Premium | 0 | 14 | 381 | 1 | 2024-01-16 15:21:39.134960 | Average | Yes | Rarely | Condo | 638 |
16,916 | 57 | Male | 10,058 | Married | null | PhD | Employed | 12.093713 | Suburban | Premium | null | 13 | null | 5 | 2020-08-02 15:21:39.146733 | Average | Yes | Daily | Condo | 3,387 |
16,917 | 31 | Male | 44,690 | Divorced | null | Bachelor's | Unemployed | null | Rural | Basic | 0 | 1 | 776 | 9 | 2019-12-06 15:21:39.213373 | Poor | No | Daily | Condo | 2,386 |
16,918 | 62 | Male | 506 | Divorced | 1 | Bachelor's | Unemployed | 19.479037 | Rural | Premium | null | 19 | 485 | 6 | 2024-08-10 15:21:39.204790 | Average | No | Monthly | Apartment | 1,005 |
16,919 | 46 | Female | 45,610 | Divorced | 4 | Bachelor's | Self-Employed | 19.146656 | Rural | Basic | 1 | 18 | 656 | 3 | 2021-10-08 15:21:39.237118 | Good | Yes | Monthly | House | 1,314 |
16,920 | 21 | Female | 1,872 | Married | null | Bachelor's | Employed | 25.582561 | Suburban | Comprehensive | null | 0 | 805 | 4 | 2022-01-09 15:21:39.133866 | null | No | Daily | House | 1,253 |
16,921 | 54 | Female | 44,916 | Single | null | High School | Unemployed | 44.171725 | Suburban | Premium | null | 10 | 636 | 7 | 2024-05-23 15:21:39.182597 | Poor | No | Monthly | Apartment | 776 |
16,922 | 52 | Male | 39,042 | Married | 2 | Bachelor's | Employed | 42.125046 | Suburban | Basic | null | 17 | 584 | 5 | 2020-07-22 15:21:39.092127 | Good | Yes | Weekly | Apartment | 1,257 |
16,923 | 62 | Male | 92,640 | Married | 1 | Bachelor's | null | 20.495925 | Rural | Basic | 0 | 15 | 637 | 4 | 2020-05-25 15:21:39.271453 | Average | No | Rarely | Apartment | 362 |
16,924 | 49 | Female | 18 | Single | null | High School | Employed | 44.92943 | Urban | Premium | 0 | 16 | 677 | 2 | 2020-07-28 15:21:39.236064 | Poor | Yes | Monthly | Apartment | 734 |
16,925 | 39 | Female | null | Single | 0 | PhD | Employed | 13.634247 | Urban | Basic | 3 | 1 | null | 4 | 2020-12-24 15:21:39.278402 | Average | Yes | Daily | Condo | 2,360 |
16,926 | 30 | Female | 10,791 | Divorced | 0 | Master's | Employed | 31.159747 | Urban | Comprehensive | 1 | 6 | 641 | 3 | 2021-05-31 15:21:39.154008 | Good | No | Monthly | Apartment | 659 |
16,927 | 58 | Male | 30,897 | Single | 4 | High School | Employed | 16.183922 | Urban | Comprehensive | 1 | 15 | 766 | 4 | 2022-06-07 15:21:39.181605 | Average | Yes | Weekly | Condo | 649 |
16,928 | 60 | Male | 23,891 | Divorced | 4 | Master's | Self-Employed | 4.824598 | Rural | Basic | 0 | 15 | 579 | 1 | 2023-02-05 15:21:39.223901 | Average | No | Weekly | Condo | 1,409 |
16,929 | 62 | Male | 17,894 | Married | 3 | Bachelor's | Employed | 14.77497 | Urban | Premium | 1 | 13 | 781 | 8 | 2024-08-04 15:21:39.134960 | Average | No | Monthly | House | 928 |
16,930 | 33 | Male | 35,242 | Single | 1 | Bachelor's | Employed | 31.885603 | Rural | Basic | null | 13 | null | 4 | 2024-01-11 15:21:39.286113 | Good | No | Daily | House | 1,233 |
16,931 | 18 | Male | 20,912 | Single | 0 | High School | Unemployed | 23.232785 | Rural | Basic | 2 | 8 | 649 | 8 | 2020-02-15 15:21:39.191219 | Good | No | Weekly | Condo | 1,669 |
16,932 | 53 | Male | null | Married | 4 | PhD | Unemployed | 19.826187 | Rural | Premium | 1 | 5 | null | 9 | 2022-04-28 15:21:39.237118 | Good | No | Weekly | Apartment | 48 |
16,933 | 18 | Female | 129,168 | Divorced | null | Master's | Self-Employed | 31.01384 | Rural | Basic | null | 18 | 356 | 8 | 2021-10-30 15:21:39.237118 | Good | No | Rarely | Apartment | 3,243 |
16,934 | 61 | Male | 4,822 | Single | 2 | Master's | Employed | 47.084222 | Rural | Comprehensive | 2 | 5 | 831 | 2 | 2024-08-01 15:21:39.192212 | Poor | Yes | Weekly | House | 1,439 |
16,935 | 18 | Female | 14,072 | Divorced | 0 | High School | Unemployed | 10.759802 | Suburban | Premium | null | 11 | 837 | 1 | 2020-06-06 15:21:39.155231 | Average | No | Monthly | Apartment | 1,023 |
16,936 | 39 | Female | 42,793 | Married | 4 | PhD | null | 26.343645 | Urban | Premium | null | 14 | null | 1 | 2020-01-07 15:21:39.209847 | Poor | Yes | Weekly | Condo | 131 |
16,937 | 26 | Male | 25,166 | Divorced | null | PhD | Self-Employed | 34.054202 | Rural | Basic | 3 | 16 | 809 | 5 | 2021-03-11 15:21:39.252145 | Average | Yes | Rarely | Apartment | 1,113 |
16,938 | 44 | Male | 8,096 | Divorced | null | Master's | Employed | 48.624992 | Suburban | Basic | 1 | 3 | 685 | 6 | 2023-12-23 15:21:39.176717 | Poor | No | Weekly | Apartment | 447 |
16,939 | null | Female | 16,259 | Married | null | Master's | Employed | 37.282316 | Rural | Comprehensive | null | 15 | 511 | 8 | 2021-03-20 15:21:39.246098 | Poor | Yes | Rarely | House | 2,177 |
16,940 | 39 | Male | 1,415 | Divorced | 0 | Bachelor's | null | 26.384574 | Urban | Comprehensive | 3 | 4 | 716 | 7 | 2021-06-09 15:21:39.189223 | Poor | Yes | Monthly | House | 2,556 |
16,941 | 32 | Female | 8,098 | Divorced | 3 | Bachelor's | null | 36.384559 | Urban | Comprehensive | 0 | 19 | 774 | 4 | 2020-08-27 15:21:39.168099 | Good | No | Monthly | Condo | 643 |
16,942 | 50 | Female | 34,818 | Married | 0 | High School | null | 7.869376 | Suburban | Premium | null | 8 | 677 | 2 | 2024-01-25 15:21:39.134960 | Average | No | Rarely | Apartment | 626 |
16,943 | 32 | Male | 7,094 | Single | 0 | Master's | Unemployed | 24.817453 | Urban | Premium | 0 | 8 | 545 | 4 | 2021-02-19 15:21:39.236064 | Poor | No | Daily | Apartment | 793 |
16,944 | 25 | Male | 92,497 | null | 0 | PhD | Employed | 26.659628 | Urban | Basic | 1 | 7 | 446 | 4 | 2023-04-12 15:21:39.134960 | Average | No | Weekly | House | 2,133 |
16,945 | 56 | Female | 39,092 | Married | 2 | Master's | Unemployed | 17.264864 | Urban | Premium | 0 | 5 | 751 | 6 | 2020-05-06 15:21:39.288099 | Good | No | Monthly | Condo | 1,572 |
16,946 | 49 | Male | 73,856 | Single | null | Bachelor's | null | 19.85958 | Rural | Comprehensive | null | 16 | 302 | 8 | 2020-06-14 15:21:39.082499 | Poor | Yes | Rarely | House | 25 |
16,947 | 57 | Male | 52,443 | Married | 1 | Bachelor's | Self-Employed | 13.44137 | Suburban | Comprehensive | 0 | 16 | 346 | 3 | 2023-10-12 15:21:39.279729 | Average | Yes | Rarely | Apartment | 1,335 |
16,948 | 36 | Male | 36,920 | Married | 2 | High School | Self-Employed | 28.039059 | Urban | Comprehensive | null | 4 | 378 | 3 | 2020-10-26 15:21:39.237118 | Average | Yes | Weekly | Apartment | 960 |
16,949 | 37 | Male | 43,832 | Single | 2 | Master's | Self-Employed | 33.988562 | Suburban | Comprehensive | 1 | 6 | null | 7 | 2024-02-12 15:21:39.168099 | Good | No | Daily | Apartment | 783 |
16,950 | 60 | Female | 43,825 | Divorced | 2 | High School | null | 24.955356 | Rural | Comprehensive | 1 | 2 | 805 | 9 | 2024-03-13 15:21:39.237118 | Poor | Yes | Daily | Condo | 556 |
16,951 | 21 | Female | 64,786 | Married | 0 | High School | Unemployed | 6.987544 | Urban | Comprehensive | 1 | 15 | 459 | 2 | 2023-04-21 15:21:39.134960 | Good | No | Daily | House | 1,521 |
16,952 | 47 | Female | 52,718 | Married | 1 | High School | Unemployed | 24.390798 | Urban | Basic | 4 | 5 | 818 | 1 | 2019-09-18 15:21:39.235012 | Average | No | Daily | Apartment | 2,962 |
16,953 | 48 | Male | 21,222 | Divorced | 4 | High School | Employed | 29.912861 | Urban | Comprehensive | 0 | 19 | null | 1 | 2020-06-27 15:21:39.237118 | Poor | No | Daily | House | 337 |
16,954 | 59 | Female | 59,720 | Married | 2 | Master's | null | null | Urban | Basic | 1 | 5 | 363 | 4 | 2021-10-21 15:21:39.237118 | Poor | No | Rarely | Apartment | 1,681 |
16,955 | 55 | Male | 5,875 | Divorced | 4 | High School | null | 7.539695 | Urban | Premium | 0 | 13 | 446 | 2 | 2020-06-01 15:21:39.185215 | Average | No | Monthly | House | 186 |
16,956 | 21 | Female | 26,791 | Single | 4 | PhD | Employed | 39.603982 | Urban | Basic | null | 10 | 832 | 6 | 2023-12-05 15:21:39.211806 | Average | Yes | Daily | House | 703 |
16,957 | 24 | Male | 90,797 | Single | 4 | Master's | Self-Employed | 39.980637 | Suburban | Comprehensive | null | 16 | 731 | 1 | 2021-12-24 15:21:39.146733 | null | No | Monthly | Apartment | 3,148 |
16,958 | 37 | Female | 1,417 | Divorced | null | Bachelor's | Employed | 5.096293 | Urban | Comprehensive | 0 | 10 | 495 | 9 | 2020-02-29 15:21:39.134960 | Average | Yes | Rarely | Apartment | 1,332 |
16,959 | 60 | Female | 65,366 | Divorced | 1 | Bachelor's | Self-Employed | 45.65954 | Suburban | Basic | 1 | 8 | 452 | 1 | 2020-02-29 15:21:39.126661 | Average | No | Monthly | House | 1,037 |
16,960 | 57 | Female | 3,701 | Single | 3 | High School | Self-Employed | 19.825909 | Urban | Premium | 2 | 7 | null | 2 | 2023-06-19 15:21:39.247098 | Average | Yes | Weekly | Condo | 4,264 |
16,961 | 60 | Female | null | Single | 1 | Bachelor's | Unemployed | 9.8139 | Suburban | Basic | 0 | 5 | 725 | 7 | 2019-12-02 15:21:39.244069 | Poor | Yes | Daily | House | 83 |
16,962 | 42 | Male | 106,811 | Divorced | 0 | High School | Employed | 31.992338 | Suburban | Premium | 4 | 18 | 634 | 8 | 2020-09-22 15:21:39.205850 | Good | Yes | Monthly | Condo | 20 |
16,963 | 44 | Male | 2,487 | Single | 2 | Master's | null | 28.23182 | Rural | Comprehensive | 2 | 7 | 773 | 7 | 2023-04-05 15:21:39.198406 | Good | No | Monthly | House | 706 |
16,964 | 59 | Female | 92,473 | Divorced | 2 | High School | null | 49.827554 | Urban | Basic | null | 1 | 637 | 8 | 2019-11-30 15:21:39.282785 | Good | No | Weekly | Condo | 2,142 |
16,965 | null | Male | 20,795 | Married | 1 | High School | null | 22.739761 | Urban | Comprehensive | 2 | 9 | 800 | 1 | 2023-12-11 15:21:39.155231 | Poor | No | Rarely | Condo | 2,531 |
16,966 | 34 | Female | 51,350 | Married | null | PhD | null | 8.876165 | Urban | Basic | null | 4 | 515 | 8 | 2020-06-13 15:21:39.276901 | Average | No | Monthly | Condo | 120 |
16,967 | 34 | Female | 10,034 | Single | 3 | High School | Self-Employed | 15.164829 | Urban | Comprehensive | 0 | 17 | 454 | 5 | 2024-04-12 15:21:39.084065 | Good | No | Daily | Apartment | 562 |
16,968 | 40 | Male | 25,598 | Married | 0 | Master's | Unemployed | 40.710633 | Urban | Basic | null | 5 | 573 | 4 | 2021-03-10 15:21:39.177724 | Average | Yes | Daily | House | 1,846 |
16,969 | 52 | Male | 21,306 | Married | null | PhD | null | 29.610093 | Rural | Basic | 1 | 3 | 794 | 7 | 2023-05-27 15:21:39.271453 | Average | Yes | Weekly | House | 2,130 |
16,970 | 51 | Male | 718 | Single | 3 | PhD | Self-Employed | 18.316312 | Urban | Comprehensive | 0 | 17 | 744 | 6 | 2020-10-20 15:21:39.085129 | null | No | Daily | House | 478 |
16,971 | 24 | Female | 726 | Married | 0 | Bachelor's | Self-Employed | 14.395623 | Rural | Comprehensive | 3 | 1 | 404 | 3 | 2019-11-27 15:21:39.155231 | Average | No | Monthly | House | 3,254 |
16,972 | 22 | Female | 48,894 | Single | 0 | PhD | null | 9.876126 | Urban | Comprehensive | 0 | 2 | 446 | 8 | 2022-10-07 15:21:39.192212 | Good | Yes | Monthly | Condo | 2,102 |
16,973 | 56 | Male | 1,031 | Married | 2 | PhD | null | 25.447748 | Urban | Comprehensive | 2 | 7 | 584 | 1 | 2024-02-29 15:21:39.221386 | null | Yes | Weekly | Condo | 3,070 |
16,974 | 49 | Male | 76,900 | Single | 3 | Bachelor's | Employed | 23.726509 | Suburban | Basic | 2 | 2 | 771 | 5 | 2022-11-30 15:21:39.089116 | Average | No | Weekly | House | 329 |
16,975 | 26 | Female | 4,550 | Divorced | 2 | PhD | null | 38.690904 | Urban | Basic | null | 2 | 709 | 2 | 2021-09-11 15:21:39.257696 | null | Yes | Monthly | Condo | 652 |
16,976 | 34 | Female | 56,614 | Divorced | 0 | Master's | Self-Employed | 14.047895 | Suburban | Basic | 0 | 2 | 344 | 5 | 2023-08-07 15:21:39.154008 | Average | Yes | Daily | Apartment | 1,147 |
16,977 | 21 | Male | 6,935 | Married | 2 | PhD | null | 22.955402 | Suburban | Basic | null | 18 | 652 | 9 | 2024-02-12 15:21:39.237118 | Poor | No | Weekly | House | 746 |
16,978 | 21 | Male | 18,127 | Married | 4 | Master's | null | 30.766162 | Rural | Comprehensive | 1 | 8 | 663 | 8 | 2022-10-01 15:21:39.134960 | Good | Yes | Weekly | Condo | 632 |
16,979 | 50 | Female | 39,644 | Divorced | 0 | Master's | Employed | 6.890332 | Urban | Premium | 1 | 17 | null | 5 | 2020-02-19 15:21:39.263607 | Good | Yes | Daily | Apartment | 1,019 |
16,980 | 29 | Female | 10,532 | Divorced | 0 | Master's | Self-Employed | 19.01476 | Suburban | Comprehensive | 2 | 12 | 612 | 1 | 2022-04-12 15:21:39.289099 | Poor | Yes | Monthly | House | 1,199 |
16,981 | 47 | Female | 17,272 | Divorced | 4 | PhD | Employed | 36.266777 | Suburban | Premium | 3 | 14 | null | 6 | 2022-08-06 15:21:39.190215 | Good | Yes | Rarely | Apartment | 423 |
16,982 | 46 | Male | 35,123 | Single | 1 | Master's | Unemployed | 43.753096 | Urban | Basic | 0 | 3 | 301 | 9 | 2022-12-27 15:21:39.289099 | Average | No | Monthly | House | 496 |
16,983 | null | Female | 28,182 | Married | 2 | PhD | Unemployed | 39.835111 | Urban | Basic | 1 | 14 | 762 | 9 | 2021-09-16 15:21:39.192212 | Good | Yes | Weekly | Condo | 3,162 |
16,984 | 43 | Male | 8,171 | Married | 0 | High School | Unemployed | 32.674937 | Urban | Premium | 1 | 12 | 385 | 6 | 2023-12-25 15:21:39.094752 | Good | No | Rarely | House | 2,464 |
16,985 | 31 | Male | 43,291 | Divorced | 0 | Bachelor's | Self-Employed | null | Urban | Basic | null | 17 | 697 | 3 | 2023-01-09 15:21:39.251142 | Poor | Yes | Daily | House | 1,856 |
16,986 | 62 | Male | 18,368 | Married | 4 | Bachelor's | Employed | 40.894095 | Rural | Comprehensive | 1 | 13 | 575 | 1 | 2024-02-15 15:21:39.130190 | Average | No | Rarely | House | 1,020 |
16,987 | 31 | Male | 75,822 | Single | 1 | High School | Self-Employed | 19.769864 | Suburban | Premium | 0 | 18 | 373 | 9 | 2024-01-21 15:21:39.132191 | Good | No | Daily | Condo | 1,423 |
16,988 | 53 | Male | 1,299 | Married | 0 | Bachelor's | Employed | 10.451629 | Suburban | Comprehensive | 0 | 7 | 467 | 6 | 2019-10-15 15:21:39.094752 | Average | No | Rarely | Apartment | 1,253 |
16,989 | 64 | Male | 19,313 | Single | 3 | Master's | null | 43.347838 | Rural | Basic | 3 | 2 | 430 | 4 | 2024-03-11 15:21:39.128286 | Average | Yes | Weekly | Apartment | 1,380 |
16,990 | 23 | Male | 20,585 | Single | 4 | PhD | Self-Employed | 5.751819 | Rural | Premium | null | 1 | 720 | 9 | 2024-03-26 15:21:39.237118 | Good | Yes | Rarely | Condo | 3,053 |
16,991 | 62 | Female | 15,863 | Single | 2 | Bachelor's | null | 32.589428 | Rural | Basic | 0 | 16 | 728 | 4 | 2023-05-19 15:21:39.085129 | Average | No | Weekly | Condo | 963 |
16,992 | 48 | Male | 3,638 | Single | 4 | Master's | null | 15.793413 | Urban | Comprehensive | 0 | 5 | 439 | 1 | 2021-09-05 15:21:39.125660 | Average | Yes | Rarely | Apartment | 638 |
16,993 | 40 | Female | 34,392 | Single | 2 | Master's | null | 36.495601 | Rural | Basic | 1 | 0 | null | 6 | 2023-08-24 15:21:39.155231 | Poor | No | Rarely | Condo | 2,044 |
16,994 | 44 | Female | 2,978 | Single | 2 | PhD | Employed | 16.161149 | Suburban | Comprehensive | 3 | 5 | null | 5 | 2020-12-09 15:21:39.134960 | Good | No | Weekly | Apartment | 867 |
16,995 | 50 | Female | 28,561 | Divorced | 3 | Bachelor's | Self-Employed | 29.278671 | Urban | Basic | 1 | 0 | null | 1 | 2019-12-19 15:21:39.173834 | null | No | Daily | Apartment | 1,521 |
16,996 | 31 | Female | 59,641 | Divorced | 2 | High School | Self-Employed | 24.363843 | Urban | Premium | 0 | 13 | 309 | 4 | 2022-01-22 15:21:39.250151 | Average | Yes | Rarely | Apartment | 1,022 |
16,997 | 39 | Male | 16,284 | Divorced | 4 | Bachelor's | Employed | 18.353369 | Rural | Basic | 0 | 4 | 574 | 3 | 2023-07-16 15:21:39.155231 | Good | Yes | Monthly | Apartment | 463 |
16,998 | 23 | Female | 53,458 | Single | 1 | Master's | Employed | 6.992098 | Urban | Premium | null | 15 | 826 | 5 | 2019-12-12 15:21:39.086123 | Poor | No | Monthly | Apartment | 52 |
16,999 | 54 | Female | 1,137 | null | 4 | PhD | Employed | 19.756612 | Rural | Comprehensive | 0 | 16 | 800 | 2 | 2021-09-24 15:21:39.274993 | Good | Yes | Monthly | House | 483 |
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