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
1,190,500
35
Male
10,034
Divorced
0
PhD
Unemployed
12.591548
Rural
Comprehensive
0
6
690
8
2021-05-18 15:21:39.114118
Poor
Yes
Weekly
Apartment
1,127
1,190,501
43
Male
18,976
Divorced
0
High School
Self-Employed
38.402279
Urban
Basic
0
9
743
5
2021-02-03 15:21:39.154008
Poor
No
Monthly
Condo
2,238
1,190,502
54
Female
73,655
Married
1
Master's
Employed
40.635945
Urban
Premium
1
15
442
2
2023-03-15 15:21:39.285112
Poor
Yes
Monthly
Apartment
1,654
1,190,503
37
Male
73,882
Single
3
Master's
Self-Employed
9.988282
Urban
Basic
0
0
575
9
2019-09-13 15:21:39.289099
Average
Yes
Rarely
Condo
1,878
1,190,504
26
Male
null
Divorced
4
Bachelor's
Unemployed
13.143049
Rural
Premium
null
17
306
3
2024-02-25 15:21:39.237118
Average
No
Weekly
House
663
1,190,505
28
Male
17,310
Married
1
Master's
Employed
30.397878
Urban
Comprehensive
null
16
725
3
2021-12-12 15:21:39.123711
Good
Yes
Monthly
Apartment
646
1,190,506
33
Male
45,652
Single
2
PhD
Unemployed
17.769703
Suburban
Premium
null
15
656
2
2020-11-28 15:21:39.155231
Average
Yes
Rarely
Condo
1,421
1,190,507
37
Female
5,813
Divorced
4
Bachelor's
Self-Employed
8.443963
Suburban
Basic
1
3
null
9
2022-09-20 15:21:39.236064
Good
No
Weekly
Condo
1,154
1,190,508
33
Male
25,861
Single
null
Master's
Unemployed
28.1816
Suburban
Comprehensive
0
19
622
1
2020-12-15 15:21:39.194829
Average
No
Weekly
House
2,767
1,190,509
35
Male
44,768
Single
3
Master's
null
40.591853
Suburban
Comprehensive
2
11
751
1
2023-11-09 15:21:39.256696
Average
No
Rarely
Apartment
1,189
1,190,510
41
Female
35,655
Married
4
Master's
Unemployed
22.098932
Rural
Premium
1
11
null
2
2022-06-26 15:21:39.134960
null
Yes
Weekly
Apartment
551
1,190,511
60
Female
4,516
Married
0
Master's
Self-Employed
7.888402
Urban
Premium
0
10
478
5
2020-12-13 15:21:39.198406
Average
No
Weekly
Condo
442
1,190,512
36
Male
613
Divorced
null
PhD
Employed
9.908271
Rural
Comprehensive
2
18
554
3
2021-01-17 15:21:39.202448
Poor
Yes
Daily
Condo
26
1,190,513
18
Female
13,096
Single
0
Master's
null
14.817417
Suburban
Premium
null
9
778
4
2020-02-01 15:21:39.167099
Poor
Yes
Daily
Apartment
1,708
1,190,514
35
Female
17,495
Married
4
PhD
Employed
15.132878
Suburban
Premium
1
16
708
4
2022-11-19 15:21:39.221386
Poor
Yes
Daily
Condo
1,686
1,190,515
22
Female
50,943
Married
4
High School
Employed
14.087055
Urban
Premium
2
17
639
9
2021-01-02 15:21:39.176717
Poor
Yes
Rarely
Apartment
39
1,190,516
42
Male
57,172
Single
0
Master's
null
20.785895
Urban
Comprehensive
2
12
302
4
2019-11-30 15:21:39.290098
Average
Yes
Daily
House
2,114
1,190,517
18
Female
20,583
Divorced
3
High School
Employed
13.917655
Rural
Premium
3
12
315
9
2022-04-12 15:21:39.261856
Good
Yes
Rarely
Apartment
627
1,190,518
36
Female
5,072
Single
4
Bachelor's
Employed
23.816785
Rural
Comprehensive
1
19
466
1
2023-12-12 15:21:39.194829
Good
Yes
Monthly
Condo
1,591
1,190,519
36
Female
119,836
Divorced
2
Master's
null
3.011263
Suburban
Basic
1
7
437
9
2024-05-23 15:21:39.092127
null
No
Monthly
Condo
703
1,190,520
39
Female
64,586
Divorced
4
Bachelor's
null
22.095238
Urban
Comprehensive
0
6
321
8
2023-01-08 15:21:39.237118
Poor
No
Monthly
Apartment
2,188
1,190,521
33
Female
31,745
Married
0
Bachelor's
null
20.049781
Rural
Premium
2
18
null
1
2022-08-19 15:21:39.097737
Average
Yes
Weekly
Apartment
2,248
1,190,522
48
Female
65,917
Single
3
PhD
Employed
null
Suburban
Premium
2
7
376
2
2021-07-20 15:21:39.107553
Good
Yes
Daily
House
822
1,190,523
46
Male
5,874
Single
0
Bachelor's
Unemployed
18.951326
Rural
Basic
3
5
474
2
2023-03-31 15:21:39.134960
Average
Yes
Monthly
Apartment
871
1,190,524
28
Female
84,063
Single
1
PhD
null
15.642788
Urban
Basic
0
12
null
9
2019-11-25 15:21:39.237118
Average
No
Rarely
House
162
1,190,525
27
Female
35,644
Single
3
PhD
Employed
37.171536
Rural
Basic
2
0
783
2
2023-12-27 15:21:39.202448
Good
Yes
Rarely
House
1,302
1,190,526
33
Female
43,074
Divorced
2
PhD
null
46.914855
Suburban
Premium
0
18
690
1
2022-02-28 15:21:39.170099
Average
Yes
Weekly
Apartment
1,429
1,190,527
21
Male
2,867
Married
3
High School
Unemployed
22.791372
Urban
Comprehensive
2
4
692
3
2020-05-28 15:21:39.100695
Good
Yes
Weekly
Apartment
1,448
1,190,528
36
Male
37,197
Married
4
PhD
Unemployed
33.726288
Suburban
Comprehensive
0
11
790
1
2022-07-07 15:21:39.090124
Average
Yes
Weekly
House
1,672
1,190,529
35
Male
111,189
Divorced
1
PhD
Unemployed
21.095531
Rural
Comprehensive
0
3
364
6
2023-10-24 15:21:39.105504
Good
Yes
Rarely
Apartment
1,360
1,190,530
47
Male
12,963
Married
null
High School
Unemployed
28.854164
Rural
Comprehensive
0
5
616
4
2021-06-10 15:21:39.134960
Poor
Yes
Rarely
Condo
881
1,190,531
54
Male
10,157
Married
1
Bachelor's
Unemployed
7.638242
Suburban
Comprehensive
null
19
571
9
2020-04-25 15:21:39.190215
Poor
Yes
Rarely
Condo
2,850
1,190,532
39
Female
17,894
Single
3
High School
Unemployed
28.185909
Urban
Basic
2
7
806
5
2022-05-23 15:21:39.278402
Average
No
Weekly
Apartment
803
1,190,533
56
Female
23,902
Divorced
1
Bachelor's
Unemployed
14.922756
Suburban
Comprehensive
null
2
646
6
2020-12-06 15:21:39.093681
Average
No
Daily
Condo
1,044
1,190,534
41
Male
42,760
Single
4
PhD
null
17.822787
Suburban
Comprehensive
0
2
694
3
2023-08-16 15:21:39.090124
Good
Yes
Monthly
House
710
1,190,535
63
Male
3,301
Married
0
Master's
null
19.928576
Suburban
Basic
2
3
null
4
2022-03-12 15:21:39.237118
Good
Yes
Weekly
Condo
1,225
1,190,536
63
Female
1,510
Single
3
PhD
null
12.248771
Rural
Comprehensive
null
8
632
4
2020-11-06 15:21:39.133866
null
No
Daily
House
784
1,190,537
25
Female
13,842
Single
4
High School
Unemployed
45.53926
Rural
Premium
2
17
808
9
2022-03-31 15:21:39.120168
Good
Yes
Daily
Apartment
218
1,190,538
44
Male
119,828
Divorced
4
Master's
null
8.793478
Rural
Premium
null
2
685
6
2021-12-02 15:21:39.172097
Poor
No
Rarely
House
396
1,190,539
51
Female
71,369
Married
4
Bachelor's
Employed
null
Urban
Basic
1
6
467
2
2020-11-11 15:21:39.229482
Poor
No
Daily
Condo
857
1,190,540
23
Female
11,244
Divorced
1
High School
Employed
28.309943
Suburban
Premium
null
16
758
1
2022-07-13 15:21:39.155231
Average
No
Monthly
Apartment
485
1,190,541
39
Male
34,372
Divorced
2
Bachelor's
Unemployed
12.155512
Urban
Comprehensive
0
6
392
5
2023-11-16 15:21:39.281787
Average
No
Daily
House
1,694
1,190,542
53
Female
null
Married
4
Master's
Employed
27.966341
Suburban
Premium
1
12
583
1
2019-11-01 15:21:39.185215
Average
No
Weekly
House
291
1,190,543
25
Male
5,933
Married
0
Bachelor's
null
26.419813
Suburban
Premium
null
6
443
7
2021-06-08 15:21:39.180553
Good
Yes
Daily
Condo
512
1,190,544
21
Female
null
Divorced
4
High School
null
13.979041
Urban
Basic
1
16
501
9
2021-09-02 15:21:39.097737
Average
No
Weekly
Apartment
24
1,190,545
33
Female
23,881
Divorced
3
Master's
null
11.094765
Urban
Comprehensive
0
0
818
5
2019-12-20 15:21:39.134960
Average
No
Weekly
Apartment
1,881
1,190,546
54
Female
16,897
Divorced
2
PhD
null
9.16148
Rural
Comprehensive
1
1
705
8
2019-10-06 15:21:39.146733
Poor
Yes
Weekly
Condo
1,368
1,190,547
55
Male
3,045
Single
2
Bachelor's
null
46.27106
Rural
Premium
3
18
677
9
2021-11-03 15:21:39.134960
Good
No
Rarely
House
3,333
1,190,548
45
Female
59,849
Married
1
Master's
null
39.288446
Suburban
Premium
0
2
583
2
2022-08-17 15:21:39.126661
Average
No
Weekly
House
3,724
1,190,549
43
Female
47,368
Single
2
Master's
Self-Employed
22.79121
Rural
Basic
null
2
397
2
2021-11-28 15:21:39.180553
Poor
Yes
Rarely
House
1,522
1,190,550
24
Female
null
Divorced
1
High School
Self-Employed
41.283812
Rural
Comprehensive
null
3
822
4
2023-09-07 15:21:39.270454
Average
No
Monthly
House
353
1,190,551
64
Male
6,664
Married
4
Master's
null
49.445565
Suburban
Basic
0
15
705
7
2021-06-01 15:21:39.280784
Average
No
Daily
House
1,410
1,190,552
27
Male
26,709
Single
2
Bachelor's
Employed
36.826882
Suburban
Premium
2
5
829
2
2020-06-24 15:21:39.087123
Poor
Yes
Weekly
Apartment
1,605
1,190,553
34
Female
43,629
Single
1
Master's
Employed
32.056848
Suburban
Premium
0
7
581
4
2022-01-08 15:21:39.177724
Good
Yes
Monthly
House
2,866
1,190,554
56
Male
17,559
Married
4
PhD
Employed
50.97651
Urban
Comprehensive
null
12
605
6
2023-02-01 15:21:39.134960
Poor
Yes
Daily
House
1,068
1,190,555
49
Female
27,172
Divorced
2
Master's
Employed
34.142561
Rural
Basic
1
8
590
4
2020-12-12 15:21:39.134960
Good
Yes
Rarely
House
4,241
1,190,556
40
Female
46,436
Divorced
0
PhD
null
24.55501
Rural
Premium
1
13
502
9
2022-03-02 15:21:39.176717
null
No
Rarely
House
70
1,190,557
47
Female
5,828
Single
2
Master's
null
27.426976
Rural
Basic
0
1
727
3
2023-12-03 15:21:39.134960
Poor
No
Monthly
House
2,083
1,190,558
29
Female
35,411
Married
2
PhD
null
null
Urban
Basic
null
3
null
6
2023-03-25 15:21:39.154008
Average
No
Rarely
Apartment
1,439
1,190,559
46
Female
5,836
Divorced
4
High School
Unemployed
47.065505
Rural
Premium
null
16
340
7
2021-06-28 15:21:39.237118
Poor
Yes
Daily
Apartment
1,552
1,190,560
59
Female
28,897
Divorced
null
Master's
Unemployed
13.454489
Suburban
Basic
1
0
636
8
2024-02-01 15:21:39.175719
Poor
Yes
Daily
Condo
1,036
1,190,561
21
Female
28,182
Divorced
4
High School
Self-Employed
20.772559
Suburban
Premium
0
6
null
4
2023-11-14 15:21:39.208842
Good
No
Rarely
Apartment
2,136
1,190,562
48
Female
23,842
Single
0
Bachelor's
Employed
12.837768
Rural
Basic
1
14
761
2
2022-11-14 15:21:39.131192
null
No
Rarely
Apartment
676
1,190,563
30
Male
565
Divorced
4
Bachelor's
Self-Employed
20.692551
Suburban
Premium
1
6
652
1
2020-08-09 15:21:39.086123
Average
Yes
Rarely
Apartment
130
1,190,564
42
Female
35,297
Single
3
PhD
null
44.495047
Rural
Premium
2
19
570
3
2021-02-05 15:21:39.225916
Poor
No
Rarely
Condo
361
1,190,565
19
Male
90,006
Married
1
Master's
Employed
31.538412
Suburban
Premium
2
8
330
9
2022-09-20 15:21:39.126661
Poor
Yes
Rarely
House
382
1,190,566
22
Male
50,928
Single
4
High School
Employed
39.737233
Suburban
Comprehensive
0
5
340
8
2020-07-08 15:21:39.209847
Good
Yes
Weekly
Apartment
1,758
1,190,567
24
Female
17,086
Single
0
High School
null
13.543404
Rural
Premium
0
11
810
6
2020-06-02 15:21:39.230483
Poor
No
Daily
House
1,162
1,190,568
57
Female
10,039
Single
4
High School
null
31.16451
Rural
Premium
2
14
758
2
2021-12-13 15:21:39.105504
Poor
No
Weekly
House
614
1,190,569
31
Male
15,802
Divorced
2
Bachelor's
Employed
5.934632
Urban
Premium
null
5
614
8
2021-01-13 15:21:39.247098
null
No
Rarely
House
1,591
1,190,570
62
Male
35,008
Single
null
PhD
Self-Employed
18.64473
Urban
Basic
null
7
773
6
2023-08-06 15:21:39.134960
Poor
No
Weekly
Condo
2,045
1,190,571
61
Male
10,016
Single
1
Bachelor's
null
49.51255
Urban
Basic
1
9
699
2
2021-12-18 15:21:39.185215
Poor
No
Monthly
House
1,552
1,190,572
49
Male
72,383
Divorced
4
Bachelor's
Unemployed
20.350008
Suburban
Comprehensive
0
14
478
2
2024-07-18 15:21:39.122134
Good
No
Daily
Apartment
395
1,190,573
37
Male
29,277
Married
0
Master's
Self-Employed
26.77386
Rural
Basic
1
1
595
3
2023-12-18 15:21:39.094752
Poor
Yes
Daily
Apartment
1,090
1,190,574
22
Female
23,210
Divorced
3
High School
null
28.826383
Suburban
Basic
null
19
727
2
2024-03-04 15:21:39.134960
Average
No
Monthly
House
1,233
1,190,575
60
Female
39,219
Married
1
Bachelor's
Unemployed
12.786676
Urban
Comprehensive
0
5
null
3
2022-06-03 15:21:39.207847
Average
Yes
Monthly
Apartment
596
1,190,576
27
Female
116,216
Married
1
PhD
Unemployed
13.720176
Suburban
Basic
3
0
319
6
2022-10-29 15:21:39.134960
Poor
Yes
Weekly
Apartment
561
1,190,577
64
Male
764
Single
2
PhD
Unemployed
null
Rural
Basic
0
3
591
6
2022-10-28 15:21:39.155231
Good
Yes
Daily
House
474
1,190,578
null
Male
823
Married
1
PhD
null
34.99472
Urban
Basic
0
3
522
4
2020-04-15 15:21:39.096739
Good
No
Daily
House
88
1,190,579
40
Male
16,015
Divorced
0
Master's
null
36.715278
Suburban
Comprehensive
0
12
711
7
2020-08-29 15:21:39.134960
Good
Yes
Daily
House
944
1,190,580
27
Female
44,253
Married
1
PhD
Employed
22.052817
Suburban
Premium
1
2
848
9
2020-06-16 15:21:39.224915
Poor
Yes
Rarely
Condo
136
1,190,581
26
Female
35,270
Divorced
3
Master's
null
29.255849
Rural
Comprehensive
0
8
null
4
2020-09-27 15:21:39.237118
Poor
No
Monthly
House
627
1,190,582
45
Male
4,080
Married
3
Master's
Self-Employed
23.923008
Urban
Basic
1
8
628
7
2021-11-27 15:21:39.244069
Good
No
Rarely
House
184
1,190,583
39
Female
16,123
Divorced
4
High School
Unemployed
26.13923
Rural
Premium
0
8
null
6
2022-11-02 15:21:39.120168
Average
Yes
Rarely
Apartment
597
1,190,584
24
Male
62,917
Divorced
2
Master's
Employed
21.926376
Suburban
Basic
1
10
null
1
2022-08-02 15:21:39.216387
null
No
Monthly
Apartment
78
1,190,585
55
Female
15,266
Divorced
3
Bachelor's
null
24.478832
Rural
Basic
null
2
468
2
2023-01-15 15:21:39.180553
Good
No
Monthly
House
2,470
1,190,586
61
Female
36,541
Single
4
Master's
Employed
27.769129
Urban
Basic
1
5
575
7
2024-04-07 15:21:39.079128
null
No
Weekly
Condo
26
1,190,587
23
Male
5,479
Married
0
Bachelor's
null
41.879125
Rural
Premium
null
7
671
4
2020-08-21 15:21:39.085129
Good
No
Monthly
Condo
2,003
1,190,588
21
Male
5,881
Married
1
High School
Unemployed
18.781612
Rural
Premium
null
15
null
7
2022-05-06 15:21:39.155231
Poor
Yes
Monthly
Apartment
901
1,190,589
45
Female
699
Married
0
Bachelor's
null
null
Rural
Comprehensive
2
0
463
5
2023-03-08 15:21:39.134960
Average
No
Weekly
Apartment
818
1,190,590
26
Male
24,987
Divorced
4
PhD
null
42.739623
Rural
Premium
2
17
null
6
2020-11-27 15:21:39.155231
Poor
No
Rarely
Apartment
962
1,190,591
26
Male
16,077
Married
0
PhD
null
18.611368
Suburban
Comprehensive
0
9
839
8
2023-10-11 15:21:39.144722
Poor
Yes
Rarely
Condo
883
1,190,592
19
Male
27,894
Single
2
High School
Unemployed
47.584992
Urban
Premium
0
19
627
4
2021-03-18 15:21:39.175719
Poor
Yes
Weekly
House
649
1,190,593
33
Male
32,438
Divorced
0
High School
Employed
41.5049
Suburban
Basic
1
17
null
8
2020-05-08 15:21:39.086123
Poor
Yes
Weekly
Apartment
49
1,190,594
21
Female
2,809
Single
null
Bachelor's
Unemployed
9.63876
Rural
Premium
0
5
762
1
2020-10-10 15:21:39.122134
Average
No
Monthly
Condo
371
1,190,595
25
Male
20,292
Divorced
1
PhD
Employed
39.595791
Rural
Basic
0
12
523
4
2023-02-18 15:21:39.083497
Poor
Yes
Monthly
Condo
829
1,190,596
49
Male
13,982
Divorced
3
Master's
Self-Employed
17.857345
Rural
Basic
1
8
null
5
2023-01-03 15:21:39.098696
Good
Yes
Daily
House
881
1,190,597
52
Female
3,904
Single
0
Bachelor's
null
26.067371
Suburban
Basic
1
10
372
7
2019-10-23 15:21:39.208842
Good
No
Weekly
Condo
524
1,190,598
64
Male
134,713
Married
0
High School
Self-Employed
51.671852
Rural
Premium
2
19
null
4
2022-12-15 15:21:39.237118
Good
Yes
Monthly
Apartment
605
1,190,599
60
Female
1,405
Single
0
Bachelor's
Unemployed
9.624413
Suburban
Premium
1
14
688
2
2024-06-08 15:21:39.236064
Poor
Yes
Weekly
Condo
124