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
8,800
20
Female
17,087
Single
2
Master's
null
3.890696
Rural
Premium
2
1
728
8
2023-01-26 15:21:39.255696
Good
Yes
Daily
Condo
1,484
8,801
56
Female
27,962
Married
0
Bachelor's
Self-Employed
38.824018
Suburban
Comprehensive
2
0
424
5
2019-10-24 15:21:39.106582
Good
No
Weekly
Condo
792
8,802
47
Female
20,281
Single
2
High School
Self-Employed
20.835477
Urban
Premium
1
4
641
7
2022-05-27 15:21:39.122134
Poor
No
Weekly
Condo
685
8,803
18
Male
20,248
Divorced
4
PhD
null
23.827095
Suburban
Comprehensive
2
8
705
9
2023-09-09 15:21:39.102694
Good
Yes
Weekly
Condo
603
8,804
36
Female
34,179
Single
1
Bachelor's
Unemployed
4.356004
Suburban
Comprehensive
0
18
654
9
2023-08-31 15:21:39.220389
Average
Yes
Monthly
Apartment
38
8,805
64
Male
29,190
Married
3
Master's
null
32.828663
Rural
Premium
0
13
646
1
2020-06-22 15:21:39.209847
Average
Yes
Weekly
Apartment
962
8,806
19
Female
15,862
Single
3
High School
Employed
10.802437
Rural
Comprehensive
null
2
734
3
2021-08-05 15:21:39.225916
null
Yes
Rarely
House
847
8,807
58
Female
4,739
Divorced
0
PhD
Employed
20.973147
Rural
Basic
null
16
442
4
2020-09-02 15:21:39.120168
Average
No
Monthly
House
40
8,808
55
Female
25,424
Married
3
High School
null
11.358079
Rural
Premium
1
5
654
4
2021-06-14 15:21:39.171102
Good
Yes
Rarely
Condo
581
8,809
41
Female
39,005
Single
0
Bachelor's
Self-Employed
25.78348
Urban
Comprehensive
1
10
788
2
2020-06-27 15:21:39.237118
Average
Yes
Monthly
Condo
799
8,810
19
Female
102,273
Married
1
High School
Self-Employed
4.243006
Urban
Premium
4
0
503
3
2023-03-07 15:21:39.155231
Poor
No
Daily
Apartment
2,436
8,811
42
Female
2,970
Single
null
PhD
Unemployed
33.922239
Urban
Comprehensive
null
0
696
3
2020-09-03 15:21:39.204790
Good
Yes
Monthly
House
3,930
8,812
32
Female
44,939
Single
3
Master's
Self-Employed
23.769691
Suburban
Premium
1
14
null
9
2022-05-08 15:21:39.132191
Average
No
Daily
Condo
1,078
8,813
61
Male
44,962
Single
0
Master's
null
3.509313
Rural
Basic
null
5
539
6
2019-10-12 15:21:39.079128
Poor
No
Monthly
House
618
8,814
57
Male
66,327
Divorced
1
High School
Self-Employed
14.283695
Suburban
Basic
1
11
410
9
2021-09-24 15:21:39.152732
Good
Yes
Weekly
Condo
1,435
8,815
48
Male
29,365
Single
3
PhD
null
19.869817
Rural
Comprehensive
1
16
300
5
2021-02-08 15:21:39.124659
Poor
Yes
Daily
House
761
8,816
61
Female
25,123
Married
3
PhD
Employed
48.262445
Urban
Comprehensive
1
3
315
9
2022-08-09 15:21:39.134960
Average
No
Daily
House
1,262
8,817
21
Female
4,955
Married
4
Bachelor's
Self-Employed
25.919393
Suburban
Premium
0
14
587
7
2021-02-16 15:21:39.282785
Average
No
Rarely
House
26
8,818
26
Female
39,257
Divorced
4
PhD
Self-Employed
7.825971
Rural
Comprehensive
1
8
null
1
2023-05-27 15:21:39.121169
Good
No
Monthly
Apartment
571
8,819
27
Male
12,321
Divorced
4
High School
Self-Employed
11.592871
Suburban
Comprehensive
0
13
null
7
2023-12-31 15:21:39.125660
Good
No
Monthly
Apartment
1,746
8,820
50
Male
1,274
Married
4
PhD
null
34.738729
Suburban
Premium
1
10
430
7
2020-08-30 15:21:39.134960
null
No
Weekly
Condo
2,742
8,821
41
Female
4,029
Divorced
3
Master's
Unemployed
23.782967
Rural
Comprehensive
3
0
648
4
2020-09-01 15:21:39.237118
Average
Yes
Monthly
Apartment
567
8,822
23
Male
2,310
Married
1
PhD
Self-Employed
37.5729
Urban
Comprehensive
1
1
493
5
2020-04-17 15:21:39.265513
Good
Yes
Daily
Condo
697
8,823
29
Female
2,941
Divorced
2
Bachelor's
Self-Employed
18.266949
Suburban
Comprehensive
0
1
null
2
2019-10-09 15:21:39.108562
Poor
Yes
Weekly
House
1,230
8,824
29
Male
27,114
Divorced
3
Master's
Employed
25.397837
Suburban
Comprehensive
null
5
756
9
2020-07-22 15:21:39.081504
null
Yes
Rarely
House
1,765
8,825
27
Male
3,991
Divorced
4
PhD
null
18.868959
Rural
Premium
0
2
695
1
2023-08-02 15:21:39.123711
Good
Yes
Daily
Apartment
357
8,826
53
Male
15,688
null
0
Master's
null
33.918884
Urban
Premium
1
14
315
4
2023-12-21 15:21:39.106582
Good
No
Daily
House
2,972
8,827
40
Male
54,424
Married
1
Master's
Unemployed
21.818109
Suburban
Premium
1
10
368
9
2021-07-22 15:21:39.110557
Poor
No
Monthly
Condo
449
8,828
54
Male
14,203
Married
4
Master's
Unemployed
22.739166
Suburban
Basic
null
7
777
9
2023-02-13 15:21:39.155231
Good
No
Monthly
Condo
1,583
8,829
49
Male
28,685
Divorced
1
High School
Employed
43.598103
Rural
Premium
null
11
498
9
2023-03-20 15:21:39.116179
Poor
No
Weekly
Apartment
1,304
8,830
19
Female
143,893
Divorced
1
Master's
Unemployed
30.716019
Suburban
Basic
1
5
null
2
2023-05-13 15:21:39.192212
Average
No
Rarely
House
410
8,831
44
Female
4,030
Single
2
PhD
Self-Employed
49.117776
Suburban
Premium
null
1
598
8
2020-05-23 15:21:39.167099
Poor
Yes
Monthly
House
2,089
8,832
52
Male
20,510
Single
3
High School
Self-Employed
33.236839
Suburban
Premium
null
8
312
8
2021-10-26 15:21:39.111551
Average
Yes
Monthly
House
1,674
8,833
57
Female
5,057
Single
1
High School
Employed
21.98666
Suburban
Basic
0
14
465
7
2021-12-26 15:21:39.185215
Good
Yes
Rarely
Condo
594
8,834
39
Female
34,456
Married
1
Bachelor's
Unemployed
25.267514
Suburban
Comprehensive
1
11
498
5
2021-02-12 15:21:39.246098
Poor
Yes
Monthly
Condo
541
8,835
61
Male
54,967
Single
0
Master's
Unemployed
18.286548
Suburban
Comprehensive
1
17
404
5
2023-03-15 15:21:39.266452
Good
Yes
Weekly
House
1,619
8,836
62
Female
18,405
Married
null
Bachelor's
null
35.868173
Suburban
Comprehensive
0
12
559
6
2019-09-17 15:21:39.226954
Average
Yes
Monthly
Apartment
1,399
8,837
62
Male
3,544
Single
2
PhD
Unemployed
37.487577
Suburban
Comprehensive
0
1
844
3
2024-03-24 15:21:39.093681
Poor
Yes
Monthly
Condo
236
8,838
24
Male
30,462
Single
3
Master's
null
51.418429
Urban
Comprehensive
0
17
null
5
2023-04-02 15:21:39.134960
Good
No
Rarely
Condo
765
8,839
56
Male
34,315
Single
2
PhD
Employed
22.771288
Suburban
Premium
null
19
641
9
2020-06-16 15:21:39.114118
Average
Yes
Monthly
House
615
8,840
25
Female
3,398
Married
3
PhD
Employed
null
Rural
Premium
1
13
581
1
2020-11-03 15:21:39.089116
Poor
No
Weekly
Condo
1,735
8,841
56
Female
44,183
Single
1
PhD
Unemployed
35.081456
Suburban
Basic
0
18
308
3
2023-02-11 15:21:39.260856
Poor
Yes
Daily
Condo
707
8,842
34
Male
53,637
Divorced
2
PhD
Employed
41.441291
Suburban
Premium
2
2
383
8
2020-10-03 15:21:39.155231
null
Yes
Rarely
Apartment
830
8,843
26
Male
5,573
Married
2
PhD
Unemployed
37.610069
Suburban
Comprehensive
0
11
819
8
2021-12-03 15:21:39.155231
Average
No
Daily
Apartment
1,179
8,844
24
Female
39,245
Divorced
2
Bachelor's
Employed
26.092028
Urban
Comprehensive
1
11
382
9
2021-10-16 15:21:39.155231
Average
No
Monthly
House
979
8,845
22
Male
1,563
Married
3
High School
null
null
Rural
Premium
1
5
667
8
2020-04-05 15:21:39.092127
Good
No
Rarely
Apartment
641
8,846
39
Female
15,794
Married
3
PhD
Self-Employed
null
Suburban
Premium
0
14
627
9
2022-12-29 15:21:39.083497
Average
Yes
Monthly
Apartment
792
8,847
25
Female
18,096
Divorced
3
High School
Self-Employed
7.457569
Suburban
Comprehensive
null
19
518
4
2024-07-18 15:21:39.250151
Good
Yes
Rarely
Apartment
1,804
8,848
33
Female
6,850
Divorced
2
Bachelor's
Self-Employed
10.908291
Suburban
Premium
null
15
634
8
2023-10-25 15:21:39.155231
Good
No
Weekly
Condo
805
8,849
36
Male
49,074
Single
4
Master's
Self-Employed
7.836018
Urban
Comprehensive
2
9
551
7
2020-11-21 15:21:39.134960
Good
No
Monthly
Condo
20
8,850
30
Male
1,646
Divorced
3
PhD
Unemployed
null
Urban
Basic
0
1
718
3
2023-04-09 15:21:39.193945
Poor
Yes
Rarely
Apartment
831
8,851
null
Male
9,081
Divorced
2
PhD
Unemployed
32.553434
Rural
Comprehensive
0
15
517
2
2020-12-01 15:21:39.194829
Poor
No
Rarely
House
1,048
8,852
37
Male
2,598
Single
null
High School
null
6.618546
Suburban
Comprehensive
0
2
819
8
2022-01-20 15:21:39.228521
Good
No
Weekly
House
50
8,853
35
Female
4,645
Divorced
2
Bachelor's
null
27.590325
Rural
Premium
0
13
623
3
2021-07-08 15:21:39.233998
Poor
Yes
Weekly
Apartment
2,197
8,854
43
Female
31,005
Divorced
0
Master's
null
5.817758
Suburban
Comprehensive
null
9
371
1
2022-12-13 15:21:39.091080
Poor
Yes
Monthly
House
882
8,855
24
Male
58,639
Married
2
Master's
Unemployed
23.038507
Urban
Premium
0
8
405
2
2022-02-24 15:21:39.155231
Good
Yes
Rarely
Condo
932
8,856
51
Female
12,056
Divorced
4
Master's
Employed
16.920725
Suburban
Comprehensive
0
2
null
5
2020-03-17 15:21:39.106582
Good
Yes
Weekly
Apartment
401
8,857
55
Male
65,422
Married
null
High School
Employed
24.12505
Suburban
Basic
null
13
367
9
2022-04-01 15:21:39.150730
Average
No
Monthly
Condo
1,621
8,858
32
Female
13,132
Divorced
0
High School
null
28.090911
Urban
Basic
0
0
643
7
2023-11-20 15:21:39.172097
Good
No
Monthly
Condo
1,853
8,859
55
Male
118,040
Married
4
Master's
Self-Employed
11.699613
Suburban
Premium
1
15
508
4
2022-12-20 15:21:39.098696
Average
Yes
Daily
Condo
2,023
8,860
47
Male
2,341
Single
3
High School
Unemployed
22.794277
Urban
Comprehensive
null
16
426
4
2022-07-26 15:21:39.281787
Average
No
Monthly
Apartment
2,266
8,861
22
Male
16,751
Married
3
High School
null
21.809501
Suburban
Comprehensive
null
4
519
7
2021-07-07 15:21:39.134960
Good
Yes
Daily
Condo
877
8,862
37
Male
15,456
Married
1
Bachelor's
Unemployed
28.391276
Urban
Comprehensive
1
13
722
9
2019-12-22 15:21:39.168099
Good
Yes
Monthly
House
434
8,863
48
Female
38,255
Single
0
Bachelor's
Employed
14.869107
Rural
Comprehensive
null
15
null
4
2022-01-26 15:21:39.218388
Average
No
Daily
Apartment
1,395
8,864
37
Female
37,803
Divorced
1
PhD
Employed
14.591553
Suburban
Basic
0
8
732
8
2021-07-09 15:21:39.125660
Poor
No
Weekly
Apartment
1,373
8,865
40
Female
7,053
Married
3
High School
Self-Employed
18.73777
Suburban
Premium
1
2
772
2
2023-06-07 15:21:39.106582
Average
No
Weekly
Apartment
519
8,866
48
Male
5,161
Single
4
High School
null
25.816644
Rural
Basic
1
11
834
4
2024-01-12 15:21:39.248098
Poor
Yes
Monthly
Condo
2,410
8,867
25
Male
4,941
Single
4
Bachelor's
null
15.859362
Suburban
Premium
1
7
490
9
2021-04-22 15:21:39.126661
Average
Yes
Rarely
Apartment
495
8,868
36
Male
13,050
Single
2
Master's
Self-Employed
26.782769
Urban
Premium
0
11
623
6
2020-12-19 15:21:39.094752
Average
Yes
Daily
Condo
472
8,869
43
Female
29,131
Divorced
null
Bachelor's
Self-Employed
39.601969
Rural
Premium
0
3
787
6
2023-08-27 15:21:39.168099
Poor
No
Monthly
Condo
2,788
8,870
27
Female
44,823
Married
1
PhD
Self-Employed
14.814456
Rural
Comprehensive
null
6
725
9
2021-11-17 15:21:39.097737
Good
No
Weekly
Condo
709
8,871
64
Female
9,603
Divorced
4
PhD
Employed
10.557563
Rural
Basic
1
9
456
7
2022-07-03 15:21:39.190215
Good
No
Monthly
Condo
895
8,872
58
Male
5,089
Married
0
Bachelor's
Employed
32.719871
Urban
Basic
0
17
689
3
2023-05-11 15:21:39.283783
Poor
No
Monthly
Apartment
707
8,873
39
Female
11,940
Married
3
Bachelor's
null
31.056256
Rural
Comprehensive
1
3
null
8
2020-03-05 15:21:39.266452
null
Yes
Rarely
Condo
3,244
8,874
30
Male
61,287
Single
2
PhD
Unemployed
12.690468
Rural
Premium
0
12
379
7
2022-06-22 15:21:39.134960
null
No
Weekly
Apartment
1,404
8,875
42
Female
18,550
Single
1
PhD
null
4.957433
Suburban
Comprehensive
1
11
628
3
2021-12-13 15:21:39.211806
Average
No
Weekly
Apartment
624
8,876
45
Female
12,316
Married
null
PhD
Self-Employed
17.733919
Suburban
Basic
1
0
557
8
2024-01-01 15:21:39.155231
Poor
No
Monthly
Apartment
3,282
8,877
63
Female
32,364
Divorced
4
High School
Employed
16.971574
Rural
Premium
null
16
825
5
2021-11-01 15:21:39.155231
Average
Yes
Weekly
House
1,690
8,878
28
Female
39,640
Divorced
1
Bachelor's
null
17.817149
Suburban
Comprehensive
0
11
521
6
2022-09-30 15:21:39.146733
Good
Yes
Daily
Apartment
1,631
8,879
61
Female
140,101
Married
2
PhD
null
14.457073
Urban
Comprehensive
1
12
710
7
2019-12-06 15:21:39.134960
Poor
Yes
Daily
House
382
8,880
49
Male
6,908
Single
1
PhD
Employed
19.156413
Suburban
Comprehensive
0
16
397
2
2023-09-06 15:21:39.182597
Average
Yes
Weekly
Apartment
2,166
8,881
29
Male
50,908
Married
0
High School
Employed
null
Urban
Comprehensive
0
3
590
9
2021-02-01 15:21:39.172097
null
Yes
Weekly
Condo
1,764
8,882
22
Male
26,593
Single
1
Bachelor's
Self-Employed
28.726456
Rural
Premium
null
3
713
9
2023-08-21 15:21:39.237118
Poor
Yes
Weekly
House
657
8,883
60
Female
1,422
Single
4
PhD
Employed
40.487516
Suburban
Premium
null
17
391
1
2019-08-20 15:21:39.211806
Poor
Yes
Weekly
House
929
8,884
50
Male
2,935
Single
0
PhD
Unemployed
15.242841
Urban
Basic
null
0
596
4
2021-02-21 15:21:39.237118
Poor
No
Weekly
Apartment
40
8,885
57
Male
24,046
Married
0
Master's
Employed
25.696505
Suburban
Basic
3
18
801
1
2022-11-15 15:21:39.093681
Poor
No
Weekly
Apartment
1,192
8,886
32
Male
null
Single
4
Master's
null
14.584912
Rural
Premium
null
7
539
3
2021-07-14 15:21:39.186212
Average
Yes
Weekly
House
391
8,887
52
Female
144,530
Divorced
3
Master's
null
16.839586
Suburban
Premium
null
5
440
6
2022-01-17 15:21:39.266452
Poor
Yes
Daily
Condo
381
8,888
19
Male
10,147
Divorced
0
PhD
null
29.92686
Rural
Basic
1
12
550
9
2023-07-16 15:21:39.215386
Average
Yes
Monthly
Apartment
1,010
8,889
43
Male
3,680
Single
4
High School
Employed
47.208215
Urban
Comprehensive
2
13
835
3
2023-04-27 15:21:39.084065
Poor
Yes
Monthly
House
867
8,890
55
Female
36,030
Divorced
2
High School
null
16.845881
Rural
Premium
0
10
579
3
2020-09-04 15:21:39.212862
Poor
Yes
Weekly
Apartment
1,181
8,891
20
Female
35,240
Married
0
Bachelor's
Self-Employed
4.887786
Suburban
Premium
null
16
509
2
2020-01-30 15:21:39.119168
Good
No
Rarely
House
1,034
8,892
40
Female
24,863
Divorced
2
Master's
null
29.869793
Urban
Comprehensive
2
10
692
4
2021-12-16 15:21:39.207847
Good
No
Monthly
Condo
2,905
8,893
56
Female
40,625
Divorced
null
PhD
Self-Employed
39.737935
Rural
Premium
2
1
517
3
2023-08-07 15:21:39.092127
Good
Yes
Monthly
Apartment
1,764
8,894
63
Female
52,736
Divorced
null
PhD
Self-Employed
24.366919
Urban
Comprehensive
0
18
450
1
2019-12-09 15:21:39.134960
Poor
No
Monthly
House
719
8,895
54
Male
28,765
Married
4
Bachelor's
Self-Employed
19.812996
Rural
Comprehensive
0
18
799
7
2023-06-04 15:21:39.237118
Average
No
Monthly
House
2,386
8,896
39
Female
1,135
Married
null
High School
Self-Employed
10.751118
Rural
Comprehensive
2
4
null
4
2021-09-16 15:21:39.237118
Good
No
Rarely
Apartment
29
8,897
64
Male
47,866
Divorced
3
Bachelor's
Employed
51.967326
Rural
Basic
1
0
697
8
2019-12-28 15:21:39.274993
Average
No
Monthly
Apartment
488
8,898
46
Female
3,792
Single
0
High School
Self-Employed
19.636115
Rural
Comprehensive
1
19
null
4
2023-06-25 15:21:39.114118
Poor
No
Daily
Condo
3,193
8,899
22
Female
27,344
Divorced
4
PhD
Self-Employed
null
Urban
Basic
1
12
695
7
2022-12-28 15:21:39.094752
Average
Yes
Daily
House
556