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
13,700
48
Female
14,808
Married
4
PhD
null
3.276515
Urban
Comprehensive
1
6
307
1
2022-02-04 15:21:39.175719
Average
No
Rarely
Condo
503
13,701
58
Female
9,982
Single
3
High School
null
10.933761
Suburban
Premium
2
10
841
3
2023-01-11 15:21:39.220389
Poor
No
Rarely
Apartment
1,012
13,702
47
Female
4,518
Married
2
PhD
Self-Employed
38.240546
Rural
Premium
null
18
682
5
2021-09-15 15:21:39.126661
Poor
Yes
Weekly
Apartment
150
13,703
40
Male
74,060
Divorced
1
Bachelor's
Employed
37.410226
Urban
Comprehensive
null
19
437
7
2024-03-31 15:21:39.193945
Average
No
Rarely
Condo
1,853
13,704
57
Male
null
Single
3
High School
Unemployed
19.086127
Rural
Comprehensive
1
14
381
8
2021-01-03 15:21:39.256696
null
No
Daily
House
1,729
13,705
50
Female
21,530
Single
0
Master's
Unemployed
28.918753
Urban
Premium
null
13
520
8
2024-02-19 15:21:39.221386
Average
No
Monthly
Apartment
3,278
13,706
34
Female
43,746
Married
null
Master's
Employed
34.879103
Urban
Premium
1
18
496
2
2021-04-11 15:21:39.276901
Average
Yes
Weekly
Apartment
603
13,707
38
Male
116,568
Married
4
Bachelor's
null
20.278877
Rural
Comprehensive
0
17
460
6
2023-08-24 15:21:39.251142
Average
No
Rarely
House
337
13,708
58
Female
3,634
Single
4
Bachelor's
Self-Employed
21.516833
Urban
Basic
0
12
745
7
2020-03-10 15:21:39.155231
null
Yes
Rarely
Condo
861
13,709
56
Female
467
Single
1
High School
Employed
30.852167
Suburban
Basic
1
12
819
8
2023-05-09 15:21:39.208842
Average
No
Daily
House
2,313
13,710
41
Female
7,435
Single
null
High School
Self-Employed
51.587426
Suburban
Comprehensive
0
19
null
3
2021-03-02 15:21:39.187211
Average
Yes
Rarely
Condo
465
13,711
23
Female
39,267
Divorced
1
PhD
Unemployed
18.105839
Suburban
Comprehensive
null
6
516
4
2024-08-08 15:21:39.148733
Good
No
Monthly
Apartment
2,193
13,712
26
Female
64,882
Divorced
4
PhD
null
6.803654
Rural
Premium
0
12
507
5
2021-11-17 15:21:39.223901
Poor
No
Weekly
Condo
20
13,713
59
Male
29,091
Single
4
Bachelor's
Unemployed
31.128525
Suburban
Premium
null
13
723
2
2022-01-03 15:21:39.199447
Average
Yes
Rarely
Apartment
308
13,714
57
Male
74,195
Single
4
Master's
Employed
30.564385
Rural
Basic
null
5
335
6
2020-01-02 15:21:39.098696
Poor
Yes
Daily
Apartment
1,431
13,715
39
Female
18,073
Divorced
2
High School
Unemployed
22.984287
Rural
Premium
1
17
769
2
2021-10-13 15:21:39.236064
Average
No
Rarely
Apartment
739
13,716
55
Female
2,765
Single
3
High School
Unemployed
22.064139
Rural
Comprehensive
null
17
401
7
2022-03-11 15:21:39.118178
Average
Yes
Weekly
Apartment
803
13,717
38
Male
42,400
Single
0
Master's
Employed
18.947924
Rural
Premium
null
4
341
9
2020-07-20 15:21:39.152732
Good
No
Weekly
Apartment
795
13,718
30
Male
null
Single
3
Master's
Employed
24.24555
Suburban
Basic
1
17
746
2
2022-12-05 15:21:39.155231
Good
Yes
Weekly
House
212
13,719
32
Male
1,694
Divorced
null
Bachelor's
null
36.686313
Suburban
Comprehensive
1
1
null
7
2023-03-16 15:21:39.132191
Poor
Yes
Weekly
Apartment
243
13,720
63
Male
130,140
Single
2
Master's
Self-Employed
26.329639
Rural
Premium
null
2
315
8
2023-12-06 15:21:39.190215
Poor
No
Monthly
Apartment
563
13,721
22
Male
8,072
Single
0
Bachelor's
Self-Employed
6.592913
Suburban
Basic
1
0
755
8
2023-12-27 15:21:39.197445
Average
No
Rarely
House
1,439
13,722
18
Male
10,173
Married
1
Master's
Self-Employed
22.581809
Urban
Premium
0
14
731
3
2023-11-28 15:21:39.251142
Poor
No
Daily
Condo
626
13,723
19
Male
22,293
Single
4
Master's
null
13.809817
Rural
Premium
1
1
825
5
2024-03-02 15:21:39.202448
Good
Yes
Rarely
Apartment
758
13,724
53
Female
20,892
Single
1
High School
Self-Employed
43.936277
Urban
Comprehensive
1
14
613
9
2021-03-04 15:21:39.134960
Poor
Yes
Monthly
Condo
1,053
13,725
62
Female
26,709
Divorced
0
Bachelor's
null
8.131221
Suburban
Comprehensive
0
2
313
6
2022-06-12 15:21:39.155231
Average
No
Daily
Apartment
834
13,726
63
Female
39,112
Divorced
null
Bachelor's
null
32.739246
Suburban
Premium
1
8
783
5
2020-05-16 15:21:39.155231
Good
No
Weekly
House
391
13,727
19
Male
7,262
Divorced
3
Master's
null
42.238638
Suburban
Basic
2
7
760
2
2020-10-28 15:21:39.288099
Good
No
Rarely
Condo
791
13,728
22
Male
1,288
Married
2
Bachelor's
Employed
18.611354
Suburban
Premium
null
0
584
7
2020-11-27 15:21:39.208842
Good
No
Weekly
Apartment
20
13,729
46
Female
464
Single
3
Bachelor's
Unemployed
null
Urban
Comprehensive
1
16
775
8
2020-04-24 15:21:39.237118
Good
No
Rarely
Condo
956
13,730
48
Female
48,553
Divorced
4
Master's
Self-Employed
19.553847
Rural
Comprehensive
0
10
394
3
2023-05-23 15:21:39.172097
Poor
Yes
Monthly
Condo
1,804
13,731
53
Female
44,959
Married
0
Bachelor's
Self-Employed
16.039362
Urban
Comprehensive
0
15
394
6
2020-11-06 15:21:39.134960
Poor
No
Monthly
Condo
619
13,732
29
Female
9,244
Single
1
PhD
Employed
29.704584
Rural
Basic
0
17
724
1
2024-07-06 15:21:39.124659
Good
Yes
Daily
Condo
70
13,733
23
Female
27,248
Divorced
0
High School
Employed
22.84976
Rural
Comprehensive
null
17
674
2
2022-02-17 15:21:39.256696
Good
Yes
Rarely
Apartment
2,372
13,734
45
Female
3,736
Divorced
0
Bachelor's
null
43.175949
Suburban
Comprehensive
null
1
637
1
2022-08-07 15:21:39.174719
Good
No
Monthly
Condo
45
13,735
49
Female
28,450
Divorced
null
High School
Employed
20.288816
Rural
Comprehensive
null
0
559
8
2021-02-13 15:21:39.134960
Average
No
Rarely
Apartment
2,414
13,736
45
Female
9,095
Married
0
PhD
Self-Employed
50.636406
Rural
Premium
2
2
629
5
2021-02-11 15:21:39.261856
Average
No
Daily
House
1,249
13,737
31
Female
30,372
Divorced
4
Master's
Employed
28.683589
Rural
Premium
null
17
null
2
2024-06-06 15:21:39.202448
Average
No
Daily
Apartment
1,419
13,738
62
Male
82,854
Single
null
Bachelor's
null
45.067605
Rural
Basic
null
19
351
8
2020-07-06 15:21:39.121169
Average
No
Daily
House
931
13,739
18
Male
16,681
Single
1
Master's
Unemployed
10.593092
Urban
Basic
null
19
485
2
2024-03-05 15:21:39.134960
Poor
Yes
Weekly
Apartment
846
13,740
36
Female
50,958
Married
1
Master's
Self-Employed
15.094243
Suburban
Comprehensive
0
5
439
2
2024-08-02 15:21:39.172097
Average
No
Monthly
Condo
3,061
13,741
24
Female
7,063
Married
null
Bachelor's
Employed
27.849609
Suburban
Premium
2
11
null
4
2021-07-24 15:21:39.283783
Average
No
Rarely
Apartment
556
13,742
42
Male
27,460
Divorced
0
Master's
Self-Employed
23.366058
Suburban
Premium
0
14
723
9
2020-03-29 15:21:39.155231
Good
Yes
Daily
Condo
456
13,743
64
Male
16,073
Married
0
Master's
null
21.05932
Urban
Basic
0
5
null
7
2020-04-14 15:21:39.213373
Average
No
Weekly
Condo
1,762
13,744
20
Male
89,909
Divorced
1
Master's
Unemployed
35.506916
Urban
Comprehensive
null
13
337
1
2023-04-11 15:21:39.154008
Poor
No
Daily
Apartment
1,119
13,745
26
Female
29,055
Divorced
1
Bachelor's
null
46.914165
Urban
Premium
null
10
816
3
2020-05-07 15:21:39.080440
Average
No
Rarely
Condo
559
13,746
52
Male
36,118
Divorced
2
Master's
Employed
17.836543
Urban
Comprehensive
null
19
564
1
2020-08-02 15:21:39.155231
Average
No
Weekly
House
1,630
13,747
21
Male
139,993
null
2
Master's
Employed
49.776922
Urban
Premium
null
14
456
8
2021-08-21 15:21:39.116179
Poor
Yes
Weekly
Apartment
686
13,748
22
Male
37,979
Married
null
Bachelor's
Unemployed
34.015639
Suburban
Basic
null
6
338
2
2019-09-19 15:21:39.237118
Good
No
Monthly
Condo
884
13,749
38
Male
23,862
Married
null
Bachelor's
Employed
null
Urban
Premium
2
2
582
3
2020-04-27 15:21:39.081504
Good
Yes
Daily
Condo
956
13,750
61
Female
50,841
Single
4
Bachelor's
Employed
33.102581
Suburban
Premium
2
3
null
8
2019-08-25 15:21:39.233998
Good
No
Weekly
Condo
385
13,751
42
Male
62,731
Married
4
PhD
Unemployed
26.868786
Urban
Premium
0
16
477
7
2020-09-24 15:21:39.134960
Good
No
Monthly
House
27
13,752
42
Female
null
Divorced
4
Master's
Employed
28.083948
Rural
Basic
0
15
319
7
2020-10-02 15:21:39.093681
Average
Yes
Daily
House
25
13,753
62
Male
30,757
Divorced
3
Bachelor's
Self-Employed
17.001188
Rural
Basic
0
12
489
7
2023-10-30 15:21:39.248098
Average
Yes
Monthly
Condo
519
13,754
36
Female
36,370
Divorced
4
High School
Self-Employed
25.05557
Urban
Basic
1
17
758
6
2021-08-04 15:21:39.272456
Good
Yes
Weekly
Apartment
562
13,755
60
Male
6,097
Single
3
PhD
Self-Employed
4.384475
Rural
Premium
0
18
598
4
2022-12-05 15:21:39.109552
Average
No
Weekly
Apartment
607
13,756
32
Female
6,856
Married
0
PhD
Employed
9.639275
Suburban
Premium
1
3
774
7
2023-10-21 15:21:39.121169
Average
Yes
Rarely
House
870
13,757
48
Male
34,991
Single
2
High School
Employed
33.008519
Rural
Comprehensive
null
5
null
5
2021-05-09 15:21:39.095696
Poor
Yes
Daily
House
979
13,758
31
Male
13,997
Single
3
High School
Self-Employed
28.976174
Suburban
Premium
0
0
652
4
2023-03-31 15:21:39.133866
Poor
Yes
Rarely
Apartment
1,615
13,759
32
Male
11,264
Single
2
High School
Unemployed
36.644725
Suburban
Basic
0
0
759
2
2022-07-22 15:21:39.134960
Good
No
Rarely
House
654
13,760
49
Male
4,958
Divorced
4
High School
Self-Employed
12.254546
Suburban
Comprehensive
0
12
493
5
2023-02-26 15:21:39.146733
Good
Yes
Monthly
Apartment
713
13,761
48
Male
null
Single
null
Master's
Employed
41.057038
Urban
Premium
null
11
651
5
2024-01-02 15:21:39.148733
Average
Yes
Daily
Apartment
284
13,762
39
Male
10,794
Married
0
High School
Unemployed
8.177226
Urban
Premium
3
19
361
6
2021-02-20 15:21:39.102694
Poor
No
Rarely
Apartment
594
13,763
46
Female
11,072
Single
0
Master's
null
37.38204
Rural
Comprehensive
1
9
653
5
2023-03-17 15:21:39.079128
Poor
No
Rarely
Apartment
454
13,764
19
Male
132,997
Married
0
Master's
Employed
49.538519
Urban
Premium
0
15
804
3
2023-10-31 15:21:39.132191
Good
Yes
Monthly
House
2,156
13,765
63
Male
1,444
Married
2
High School
Unemployed
10.687022
Urban
Premium
null
11
null
9
2019-10-23 15:21:39.080440
Average
No
Daily
House
3,238
13,766
null
Female
90,670
Married
3
Master's
Self-Employed
27.865175
Suburban
Basic
1
3
366
9
2022-07-10 15:21:39.182597
Good
No
Daily
Apartment
790
13,767
22
Female
19,156
Single
0
Master's
Employed
51.869056
Rural
Comprehensive
0
19
null
8
2020-11-09 15:21:39.096739
Average
Yes
Monthly
Apartment
160
13,768
51
Female
34,631
Married
2
High School
Unemployed
21.847364
Suburban
Premium
1
9
590
5
2020-11-11 15:21:39.102694
Poor
Yes
Rarely
Condo
306
13,769
60
Female
2,845
Single
null
Bachelor's
Employed
36.664612
Rural
Comprehensive
0
4
375
3
2022-11-01 15:21:39.134960
Good
No
Daily
House
1,607
13,770
32
Male
13,580
Divorced
4
Master's
Employed
19.594589
Suburban
Premium
null
0
null
9
2020-08-19 15:21:39.254678
Poor
Yes
Weekly
House
1,742
13,771
30
Male
20,102
Divorced
0
Bachelor's
Unemployed
18.657314
Urban
Comprehensive
1
14
653
8
2024-06-17 15:21:39.267454
Good
No
Monthly
House
3,300
13,772
63
Female
1,780
Divorced
4
Master's
Self-Employed
10.281822
Urban
Premium
1
0
789
7
2022-03-01 15:21:39.168099
Average
Yes
Weekly
Condo
2,735
13,773
24
Female
14,072
Single
3
Master's
null
null
Suburban
Basic
null
8
695
3
2023-04-03 15:21:39.134960
Average
Yes
Daily
House
362
13,774
60
Female
54,578
Single
3
Master's
Unemployed
40.179626
Rural
Basic
3
17
396
5
2023-02-11 15:21:39.221386
Poor
No
Rarely
House
933
13,775
22
Female
15,284
Divorced
3
Bachelor's
Self-Employed
17.936882
Suburban
Basic
0
0
581
9
2020-05-30 15:21:39.155231
Average
Yes
Daily
House
678
13,776
35
Female
53,777
Divorced
0
PhD
Unemployed
30.16489
Rural
Comprehensive
2
8
326
8
2020-10-05 15:21:39.192212
Poor
Yes
Daily
Apartment
2,090
13,777
45
Male
6,870
Divorced
0
PhD
Unemployed
21.169909
Rural
Comprehensive
null
3
579
9
2020-01-23 15:21:39.134960
Poor
Yes
Monthly
House
835
13,778
55
Male
null
Divorced
0
Master's
Unemployed
23.72601
Rural
Comprehensive
null
17
352
7
2023-11-29 15:21:39.229482
Poor
Yes
Rarely
Condo
1,110
13,779
58
Male
52,431
Divorced
1
PhD
Self-Employed
38.794732
Suburban
Basic
1
11
642
1
2021-09-13 15:21:39.134960
Good
Yes
Daily
Condo
45
13,780
51
Male
5,099
Single
3
PhD
null
37.956667
Urban
Basic
0
8
586
4
2019-09-23 15:21:39.222387
Good
Yes
Weekly
Apartment
1,718
13,781
55
Female
3,997
Single
2
Master's
null
17.049477
Rural
Premium
2
4
442
9
2024-04-27 15:21:39.198406
null
No
Monthly
Condo
729
13,782
19
Male
5,713
Divorced
4
High School
Unemployed
17.387897
Rural
Premium
null
18
530
1
2021-03-26 15:21:39.233998
Average
Yes
Rarely
Condo
841
13,783
53
Male
689
Married
1
High School
Self-Employed
null
Urban
Comprehensive
0
5
514
7
2021-02-25 15:21:39.205850
Poor
Yes
Rarely
Apartment
1,834
13,784
53
Female
14,881
null
0
PhD
Unemployed
14.938199
Rural
Comprehensive
null
1
null
4
2020-02-26 15:21:39.093681
Poor
Yes
Monthly
Condo
3,387
13,785
52
Female
15,817
Married
3
High School
Employed
22.68488
Rural
Premium
1
1
331
2
2024-02-15 15:21:39.228467
Average
No
Daily
Condo
785
13,786
46
Female
11,755
Married
1
High School
Unemployed
21.27208
Urban
Premium
null
1
491
6
2022-09-25 15:21:39.229482
Poor
Yes
Rarely
House
1,799
13,787
45
Male
1,698
Single
2
Bachelor's
Self-Employed
19.817379
Suburban
Premium
null
3
690
6
2022-05-16 15:21:39.282785
Good
No
Monthly
House
2,586
13,788
19
Female
4,749
Divorced
2
Bachelor's
Self-Employed
25.26809
Urban
Basic
0
18
491
7
2021-12-30 15:21:39.283783
null
No
Rarely
Condo
449
13,789
61
Male
58,874
Divorced
0
High School
Self-Employed
43.150157
Rural
Premium
0
1
463
1
2023-04-25 15:21:39.246098
Good
No
Rarely
Apartment
2,087
13,790
30
Male
3,510
Single
0
Bachelor's
Self-Employed
15.128421
Suburban
Basic
1
15
847
4
2020-12-03 15:21:39.113566
Poor
No
Monthly
Apartment
2,329
13,791
47
Female
468
Divorced
1
Master's
Self-Employed
null
Rural
Basic
0
19
534
8
2020-03-29 15:21:39.081504
Average
No
Monthly
Condo
603
13,792
26
Female
22,559
Divorced
3
Bachelor's
null
16.223638
Urban
Basic
1
9
486
9
2020-06-17 15:21:39.208842
Poor
No
Daily
Apartment
527
13,793
24
Female
null
Married
0
High School
null
30.781781
Urban
Basic
0
4
575
7
2023-01-12 15:21:39.117183
Poor
Yes
Daily
Apartment
110
13,794
23
Male
4,731
Married
2
High School
null
null
Suburban
Premium
1
13
590
7
2022-06-12 15:21:39.209847
Poor
Yes
Monthly
Condo
1,388
13,795
22
Male
null
Divorced
0
Bachelor's
null
38.81101
Rural
Premium
null
16
758
8
2023-06-08 15:21:39.094752
Good
Yes
Weekly
Apartment
366
13,796
60
Female
3,940
Single
4
High School
Unemployed
38.738646
Rural
Comprehensive
1
2
559
2
2022-03-17 15:21:39.196387
Poor
Yes
Weekly
Apartment
2,268
13,797
50
Female
17,082
Divorced
2
Bachelor's
Employed
31.564829
Urban
Basic
1
10
829
8
2020-10-04 15:21:39.245086
Average
Yes
Monthly
Apartment
662
13,798
21
Female
115,673
Married
2
High School
null
4.96415
Rural
Basic
null
10
null
5
2021-09-22 15:21:39.180553
Poor
No
Weekly
House
224
13,799
52
Female
44,393
Divorced
4
Master's
Self-Employed
43.908564
Rural
Premium
1
6
613
4
2024-04-29 15:21:39.166062
Poor
No
Monthly
House
602