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
7,600
51
Male
39,603
Single
3
Master's
Employed
25.556361
Rural
Premium
0
8
752
9
2021-08-10 15:21:39.233485
Poor
Yes
Monthly
House
837
7,601
37
Male
14,193
Married
4
PhD
Unemployed
29.959262
Urban
Comprehensive
null
14
555
8
2023-10-15 15:21:39.253660
Poor
No
Daily
Condo
77
7,602
56
Male
18,671
Married
1
Bachelor's
Self-Employed
29.934681
Urban
Premium
1
4
713
6
2024-05-28 15:21:39.134960
Good
Yes
Daily
Apartment
2,196
7,603
56
Female
139,938
Divorced
0
Master's
Self-Employed
13.405005
Suburban
Premium
0
9
529
6
2022-11-09 15:21:39.191219
Good
Yes
Rarely
Condo
85
7,604
26
Male
28,897
Married
null
Bachelor's
Unemployed
50.605853
Urban
Comprehensive
4
13
719
2
2022-12-24 15:21:39.167099
Good
No
Weekly
Condo
2,836
7,605
61
Male
35,017
Married
4
Master's
null
37.385817
Urban
Premium
1
4
452
3
2021-03-05 15:21:39.236064
Good
No
Monthly
House
2,793
7,606
32
Male
29,377
Single
1
High School
Self-Employed
11.166964
Urban
Basic
1
19
null
8
2023-08-24 15:21:39.089116
Average
No
Rarely
Apartment
296
7,607
45
Female
17,983
Married
null
High School
Self-Employed
45.148821
Urban
Basic
null
1
528
8
2024-03-21 15:21:39.126661
Good
No
Monthly
Condo
826
7,608
21
Female
18,561
Divorced
0
Bachelor's
Unemployed
19.583949
Urban
Premium
0
15
841
2
2022-01-29 15:21:39.206847
Poor
Yes
Monthly
Condo
845
7,609
30
Female
104,025
Divorced
0
Master's
null
null
Rural
Comprehensive
0
19
665
2
2022-11-04 15:21:39.197445
Good
Yes
Daily
House
2,196
7,610
18
Female
31,985
Single
0
Bachelor's
Unemployed
50.893666
Urban
Basic
1
16
590
6
2022-12-22 15:21:39.187211
Average
No
Weekly
Condo
1,015
7,611
57
Female
14,056
Divorced
3
PhD
Self-Employed
39.161213
Suburban
Comprehensive
0
1
774
5
2020-08-27 15:21:39.273973
Average
No
Weekly
Apartment
731
7,612
18
Female
4,854
Divorced
0
Bachelor's
Employed
3.610034
Urban
Comprehensive
2
8
739
8
2020-01-06 15:21:39.151732
Average
No
Monthly
Condo
602
7,613
39
Female
11,940
Divorced
3
Master's
null
31.056256
Urban
Comprehensive
1
4
null
4
2022-01-23 15:21:39.081504
null
No
Monthly
House
1,464
7,614
55
Male
3,537
null
null
High School
Employed
24.726461
Suburban
Premium
1
14
563
7
2022-04-17 15:21:39.217387
Average
No
Rarely
Apartment
669
7,615
53
Female
4,425
Divorced
1
Bachelor's
Employed
34.534221
Rural
Premium
null
4
494
6
2023-02-04 15:21:39.155231
Average
Yes
Weekly
Apartment
1,404
7,616
57
Female
18,671
Single
1
High School
null
21.883997
Urban
Basic
0
10
659
6
2022-04-29 15:21:39.101733
Average
No
Weekly
Apartment
746
7,617
22
Male
923
Married
2
PhD
Self-Employed
30.011915
Rural
Comprehensive
2
2
511
4
2022-09-25 15:21:39.092127
Average
No
Weekly
Condo
945
7,618
33
Male
58,183
Married
3
Master's
Self-Employed
8.727838
Rural
Premium
1
10
479
8
2019-10-04 15:21:39.106582
Poor
Yes
Daily
Condo
235
7,619
42
Female
89,172
Divorced
2
Master's
Self-Employed
22.816111
Urban
Comprehensive
2
12
635
5
2024-03-17 15:21:39.170099
Poor
No
Weekly
Condo
374
7,620
26
Male
10,045
Single
null
Bachelor's
Employed
11.076754
Rural
Premium
null
16
786
4
2023-06-29 15:21:39.097737
Good
No
Rarely
House
753
7,621
null
Male
23,952
Single
4
Master's
Unemployed
51.053323
Rural
Comprehensive
3
11
759
7
2020-11-18 15:21:39.224915
Poor
Yes
Monthly
House
1,029
7,622
23
Male
5,033
Married
1
PhD
Self-Employed
27.419825
Rural
Basic
2
2
839
3
2024-04-03 15:21:39.144722
Poor
No
Monthly
House
1,330
7,623
29
Female
108,865
Divorced
4
Bachelor's
Employed
null
Rural
Basic
null
11
431
6
2024-06-15 15:21:39.148733
Average
No
Weekly
Apartment
821
7,624
26
Female
39,146
Married
2
Master's
Unemployed
null
Rural
Premium
null
9
795
2
2022-01-21 15:21:39.091080
Average
Yes
Monthly
Apartment
1,432
7,625
45
Male
27,998
null
3
Bachelor's
null
45.286774
Urban
Premium
null
15
463
8
2021-09-28 15:21:39.279729
Poor
No
Weekly
Condo
549
7,626
30
Female
133,741
Married
2
High School
Employed
7.066575
Suburban
Premium
null
10
null
1
2023-12-03 15:21:39.126661
Average
Yes
Weekly
Apartment
45
7,627
57
Female
5,741
Divorced
1
PhD
Employed
27.886947
Suburban
Premium
null
9
587
3
2021-03-07 15:21:39.264504
Poor
Yes
Monthly
House
1,864
7,628
31
Male
29,063
Divorced
0
Bachelor's
Unemployed
24.944376
Urban
Basic
0
10
847
3
2019-11-01 15:21:39.167099
Good
No
Rarely
Apartment
603
7,629
52
Male
100,163
Single
2
High School
Employed
21.572327
Suburban
Premium
2
7
647
5
2023-07-28 15:21:39.096739
Average
Yes
Daily
Condo
95
7,630
24
Male
38,981
Married
1
PhD
Unemployed
24.491912
Suburban
Comprehensive
1
18
511
8
2024-06-21 15:21:39.134960
Good
Yes
Daily
House
23
7,631
23
Male
16,751
Married
null
Bachelor's
Unemployed
4.290622
Urban
Comprehensive
1
19
314
7
2023-10-26 15:21:39.250151
null
Yes
Daily
Condo
1,741
7,632
47
Female
30,984
Married
null
Master's
Unemployed
12.486318
Suburban
Comprehensive
null
1
578
5
2022-08-12 15:21:39.189223
Good
No
Weekly
House
963
7,633
35
Male
478
Single
1
High School
null
26.935365
Urban
Basic
null
7
832
2
2023-02-11 15:21:39.123711
Average
No
Daily
Apartment
2,122
7,634
51
Male
null
Divorced
1
High School
null
5.959017
Rural
Comprehensive
1
8
313
5
2020-06-12 15:21:39.093681
Good
No
Rarely
House
607
7,635
43
Female
104,619
Married
3
Master's
null
51.585403
Rural
Basic
1
0
588
8
2021-07-31 15:21:39.134960
Average
No
Monthly
Condo
1,252
7,636
23
Male
136,723
Single
null
Master's
Employed
22.253931
Urban
Premium
0
15
393
4
2021-06-07 15:21:39.134960
Poor
Yes
Monthly
Condo
269
7,637
45
Female
63,825
Single
3
Bachelor's
Self-Employed
25.131425
Urban
Comprehensive
3
11
478
9
2024-05-10 15:21:39.155231
Poor
No
Monthly
Condo
1,420
7,638
57
Male
35,078
Married
0
Master's
null
22.564309
Urban
Basic
1
6
678
9
2021-03-19 15:21:39.188220
Poor
No
Weekly
House
712
7,639
21
Male
27,046
Divorced
null
PhD
Employed
5.948445
Rural
Comprehensive
2
5
434
7
2020-10-18 15:21:39.146733
Average
Yes
Daily
Apartment
1,669
7,640
39
Male
27,478
Married
0
PhD
Self-Employed
8.424022
Rural
Premium
null
2
641
1
2020-04-30 15:21:39.081504
Poor
No
Rarely
Apartment
878
7,641
41
Female
1,369
Single
0
High School
Self-Employed
20.471951
Rural
Comprehensive
null
8
473
4
2021-01-08 15:21:39.167099
Poor
No
Weekly
House
706
7,642
41
Male
16,094
Divorced
3
Bachelor's
Self-Employed
20.89537
Rural
Premium
1
6
null
1
2023-07-06 15:21:39.237118
null
No
Rarely
Apartment
716
7,643
53
Male
7,564
Divorced
0
High School
Unemployed
18.958743
Rural
Comprehensive
1
17
639
9
2021-06-18 15:21:39.237118
Good
No
Weekly
Condo
481
7,644
18
Female
25,103
Divorced
null
Bachelor's
Employed
25.907659
Suburban
Comprehensive
1
18
713
2
2020-12-24 15:21:39.144722
Average
No
Weekly
Condo
892
7,645
18
Male
128,332
Divorced
2
Master's
Self-Employed
7.913362
Urban
Premium
null
8
429
3
2022-02-27 15:21:39.118178
Good
No
Weekly
Condo
67
7,646
20
Male
16,617
Single
2
High School
Self-Employed
24.666777
Urban
Comprehensive
1
3
517
5
2021-05-26 15:21:39.134960
null
Yes
Monthly
Condo
693
7,647
50
Female
46,269
Single
4
Master's
null
41.719247
Urban
Premium
null
12
null
1
2021-05-18 15:21:39.184157
Poor
Yes
Daily
Apartment
65
7,648
19
Female
52,727
Single
0
PhD
null
28.826187
Suburban
Comprehensive
null
11
795
1
2021-12-13 15:21:39.090124
Good
No
Rarely
House
100
7,649
59
Male
78,837
Divorced
3
Bachelor's
Unemployed
12.016793
Urban
Basic
1
16
707
9
2022-04-22 15:21:39.134960
Good
Yes
Monthly
Condo
156
7,650
30
Female
18,552
Divorced
3
Bachelor's
Unemployed
25.366616
Rural
Basic
null
5
648
5
2020-10-23 15:21:39.246098
Poor
Yes
Rarely
Apartment
1,088
7,651
61
Female
5,864
Single
2
Master's
Employed
19.270798
Rural
Basic
null
14
696
5
2020-06-15 15:21:39.155231
Poor
No
Rarely
House
467
7,652
37
Male
35,358
Single
2
Master's
Unemployed
10.706024
Rural
Comprehensive
0
14
null
4
2019-12-08 15:21:39.198406
Average
Yes
Monthly
Condo
563
7,653
null
Male
85,887
Divorced
null
Master's
Employed
null
Rural
Basic
0
6
827
6
2021-07-22 15:21:39.261856
null
No
Weekly
Apartment
2,816
7,654
37
Male
27,296
Divorced
0
Bachelor's
null
38.22696
Suburban
Premium
1
11
649
4
2020-06-19 15:21:39.192212
Poor
No
Weekly
Condo
1,096
7,655
43
Female
35,244
Single
4
High School
Unemployed
22.126839
Suburban
Premium
2
15
559
4
2023-11-27 15:21:39.100695
Average
Yes
Weekly
Apartment
1,230
7,656
43
Female
55,847
null
4
Master's
Unemployed
28.814123
Suburban
Comprehensive
2
6
514
9
2022-06-12 15:21:39.245086
Poor
No
Daily
Apartment
1,390
7,657
26
Female
124,481
Married
1
PhD
Self-Employed
47.471696
Urban
Basic
null
15
687
7
2021-11-22 15:21:39.276901
Good
No
Rarely
House
286
7,658
26
Female
89,993
Married
1
Master's
Self-Employed
22.124466
Urban
Premium
2
12
816
2
2023-01-10 15:21:39.183598
null
Yes
Daily
House
839
7,659
50
Female
44,659
Married
2
PhD
Unemployed
null
Urban
Premium
1
18
536
6
2020-05-11 15:21:39.126661
Average
Yes
Rarely
Condo
1,060
7,660
56
Female
3,810
Single
1
High School
Unemployed
34.244426
Urban
Premium
0
8
772
1
2022-01-18 15:21:39.261856
Average
No
Daily
Condo
3,483
7,661
62
Female
7,894
Divorced
4
High School
Employed
14.829206
Rural
Comprehensive
2
9
538
2
2022-11-29 15:21:39.145732
Poor
Yes
Weekly
House
719
7,662
48
Male
56,878
Single
4
Bachelor's
null
23.271519
Rural
Premium
2
17
336
3
2022-04-28 15:21:39.192212
Good
Yes
Rarely
Condo
664
7,663
32
Male
6,523
Married
3
Master's
null
null
Rural
Premium
0
12
615
5
2021-03-18 15:21:39.253660
Average
Yes
Daily
House
1,795
7,664
61
Female
9,849
Single
1
Bachelor's
Unemployed
30.616788
Urban
Basic
1
11
465
3
2021-03-26 15:21:39.144722
null
Yes
Rarely
Condo
1,868
7,665
51
Female
6,524
Single
3
Bachelor's
Unemployed
27.293652
Rural
Comprehensive
0
2
461
1
2024-06-21 15:21:39.244069
Poor
No
Weekly
Condo
202
7,666
28
Female
88,837
Single
3
Master's
null
38.253838
Rural
Premium
1
5
478
9
2022-05-10 15:21:39.267454
Average
Yes
Daily
House
23
7,667
42
Female
17,776
Single
0
Master's
Employed
13.092306
Suburban
Premium
0
17
null
2
2024-02-08 15:21:39.092127
Good
Yes
Weekly
House
685
7,668
33
Female
55,749
Single
3
High School
Self-Employed
11.534136
Suburban
Basic
null
16
484
8
2021-06-06 15:21:39.079128
Poor
Yes
Weekly
House
36
7,669
56
Male
18,556
Divorced
null
Master's
null
18.08796
Urban
Premium
1
11
683
1
2021-02-25 15:21:39.129190
Average
No
Weekly
House
30
7,670
57
Male
45,940
Divorced
4
High School
Self-Employed
46.746728
Suburban
Comprehensive
null
14
null
8
2022-10-30 15:21:39.134960
Average
Yes
Daily
Condo
151
7,671
46
Female
18,013
Divorced
2
PhD
Self-Employed
25.865345
Suburban
Comprehensive
0
7
802
9
2023-06-12 15:21:39.110557
Good
No
Rarely
House
692
7,672
18
Male
6,071
Divorced
2
Master's
null
10.683612
Urban
Basic
0
5
578
9
2020-03-10 15:21:39.237118
Poor
Yes
Monthly
House
461
7,673
35
Male
66,572
Single
4
High School
null
28.476977
Rural
Comprehensive
0
4
365
9
2023-01-14 15:21:39.134960
Average
Yes
Rarely
Apartment
39
7,674
38
Male
5,088
Single
3
High School
Employed
4.33483
Urban
Comprehensive
0
4
552
8
2020-02-13 15:21:39.113566
Poor
Yes
Daily
Condo
39
7,675
40
Female
11,843
Single
3
Bachelor's
null
47.611415
Rural
Premium
0
13
684
9
2020-09-19 15:21:39.084065
Poor
Yes
Rarely
Condo
496
7,676
64
Male
5,510
Divorced
4
PhD
Unemployed
10.486467
Suburban
Premium
3
13
null
3
2023-06-17 15:21:39.226954
Good
Yes
Monthly
House
572
7,677
56
Male
51,421
Divorced
4
Master's
Employed
17.93868
Suburban
Basic
null
7
488
4
2020-07-09 15:21:39.198406
Good
Yes
Daily
House
40
7,678
31
Male
19,307
Single
3
Master's
Unemployed
22.879065
Rural
Basic
null
6
527
5
2023-04-21 15:21:39.107553
Average
No
Weekly
House
894
7,679
54
Male
96,793
Single
0
Bachelor's
Unemployed
15.083486
Rural
Premium
2
9
609
5
2019-12-30 15:21:39.173661
null
No
Rarely
Apartment
907
7,680
18
Male
6,901
Divorced
1
Master's
Employed
31.624203
Rural
Comprehensive
1
16
826
2
2022-12-14 15:21:39.192212
Good
No
Rarely
Apartment
798
7,681
61
Male
39,698
Married
0
PhD
Employed
18.017075
Rural
Basic
4
7
438
2
2024-03-16 15:21:39.173834
Good
Yes
Rarely
Apartment
1,404
7,682
60
Male
24,983
Married
0
High School
Unemployed
30.269538
Rural
Premium
0
8
482
8
2022-07-28 15:21:39.224915
Poor
No
Rarely
Condo
1,922
7,683
60
Female
23,755
Divorced
1
High School
Unemployed
12.693392
Suburban
Premium
null
7
628
2
2020-08-24 15:21:39.155231
null
Yes
Daily
Apartment
310
7,684
19
Male
132,043
Married
2
High School
Self-Employed
35.879764
Urban
Premium
1
19
434
4
2021-06-21 15:21:39.263607
Good
Yes
Daily
Apartment
967
7,685
29
Female
7,931
Married
0
Master's
Self-Employed
36.817384
Rural
Basic
null
12
459
1
2022-07-20 15:21:39.146733
Poor
No
Rarely
Condo
1,793
7,686
45
Male
18,405
Single
2
Bachelor's
Employed
18.423903
Rural
Comprehensive
2
6
328
2
2021-12-30 15:21:39.282785
Average
Yes
Monthly
House
946
7,687
40
Male
14,543
Divorced
3
PhD
null
42.945111
Rural
Premium
2
3
846
2
2024-06-02 15:21:39.190215
Poor
No
Monthly
House
912
7,688
39
Male
2,526
Married
1
PhD
null
26.539705
Urban
Basic
1
3
437
7
2022-12-19 15:21:39.167099
Poor
Yes
Daily
House
793
7,689
41
Male
75,614
Divorced
1
PhD
Employed
8.927272
Suburban
Basic
2
8
583
6
2024-05-16 15:21:39.134960
Poor
No
Daily
House
310
7,690
18
Male
null
Married
1
Bachelor's
Unemployed
24.988787
Rural
Comprehensive
1
4
681
8
2024-05-19 15:21:39.095696
Poor
No
Rarely
House
184
7,691
48
Female
44,202
Single
4
PhD
null
18.924176
Rural
Basic
2
17
644
6
2023-03-17 15:21:39.185215
null
No
Monthly
House
1,036
7,692
59
Male
8,073
Married
null
Master's
Unemployed
null
Rural
Basic
0
0
654
4
2024-04-27 15:21:39.237118
Average
No
Monthly
House
1,841
7,693
34
Female
44,919
Married
0
Master's
null
50.636407
Urban
Premium
null
16
null
7
2024-07-11 15:21:39.126661
Poor
Yes
Weekly
Condo
675
7,694
31
Male
102,220
Single
4
PhD
Employed
25.120187
Rural
Premium
null
0
504
3
2024-01-23 15:21:39.247098
Average
Yes
Rarely
Apartment
2,374
7,695
58
Male
36,891
Divorced
4
High School
Unemployed
11.96579
Rural
Comprehensive
2
9
514
9
2021-08-02 15:21:39.134960
Good
Yes
Monthly
Apartment
648
7,696
63
Female
14,053
Single
4
Master's
null
37.09556
Suburban
Premium
null
4
511
5
2021-11-20 15:21:39.222387
Good
No
Weekly
Apartment
438
7,697
31
Female
15,704
Divorced
3
Bachelor's
Unemployed
29.275967
Suburban
Comprehensive
null
2
803
1
2021-08-21 15:21:39.143708
Poor
No
Daily
Apartment
604
7,698
42
Male
17,193
Married
0
PhD
null
null
Rural
Premium
0
17
null
3
2021-04-24 15:21:39.134960
Good
Yes
Monthly
Condo
577
7,699
40
Male
514
Married
0
Bachelor's
Self-Employed
null
Suburban
Basic
null
7
751
4
2023-09-07 15:21:39.134960
Average
No
Daily
House
749