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
8,400
38
Male
44,933
Single
1
Master's
null
null
Suburban
Premium
1
10
643
6
2022-06-01 15:21:39.123711
Poor
Yes
Weekly
House
903
8,401
41
Female
55,545
Single
3
Master's
Employed
31.682471
Suburban
Comprehensive
1
7
726
3
2021-12-23 15:21:39.271453
Good
No
Monthly
Apartment
273
8,402
39
Male
18,092
Married
4
Bachelor's
Employed
8.923844
Suburban
Basic
null
14
541
8
2021-12-06 15:21:39.192212
Average
No
Weekly
Condo
603
8,403
38
Female
1,325
Divorced
0
PhD
Employed
11.423931
Suburban
Premium
3
5
556
9
2022-02-20 15:21:39.134960
null
No
Weekly
Condo
1,317
8,404
20
Male
106,085
Single
4
PhD
null
7.946657
Urban
Premium
null
17
641
7
2022-05-18 15:21:39.202448
null
No
Weekly
Condo
2,840
8,405
28
Female
43,489
Married
4
PhD
null
11.943243
Suburban
Basic
1
18
575
8
2020-01-22 15:21:39.186212
Average
Yes
Monthly
Apartment
1,437
8,406
29
Male
25,602
Married
0
PhD
null
45.761576
Rural
Basic
2
3
493
7
2023-05-28 15:21:39.282785
Good
No
Monthly
Condo
3,797
8,407
38
Female
4,526
Divorced
3
Bachelor's
Employed
23.533546
Urban
Basic
null
13
664
8
2019-10-07 15:21:39.201446
Average
Yes
Rarely
House
453
8,408
59
Female
9,041
Married
3
High School
null
24.571189
Rural
Comprehensive
1
4
846
1
2020-01-11 15:21:39.155231
Average
Yes
Weekly
Apartment
1,124
8,409
21
Female
62,695
Married
3
PhD
Employed
29.566586
Urban
Comprehensive
null
13
381
1
2020-06-07 15:21:39.149731
Average
No
Weekly
Apartment
3,276
8,410
30
Male
24,486
Single
1
Master's
Self-Employed
20.362931
Urban
Premium
0
7
758
8
2021-05-28 15:21:39.155231
Average
No
Daily
Apartment
795
8,411
59
Male
2,386
Divorced
0
Bachelor's
Unemployed
32.084178
Suburban
Basic
4
2
769
6
2022-10-21 15:21:39.171102
Good
No
Weekly
Condo
28
8,412
59
Male
17,763
Divorced
4
Master's
Employed
12.914278
Suburban
Comprehensive
0
0
621
7
2021-09-10 15:21:39.253660
Average
Yes
Rarely
House
826
8,413
55
Female
3,111
Married
4
High School
Employed
17.151974
Rural
Premium
1
19
788
7
2021-09-07 15:21:39.081504
Average
No
Weekly
Condo
112
8,414
23
Male
26,861
Married
3
Master's
Self-Employed
31.138833
Suburban
Comprehensive
1
6
648
5
2020-07-24 15:21:39.237118
Poor
Yes
Daily
Condo
1,145
8,415
30
Male
70
null
3
High School
null
24.733625
Rural
Basic
1
2
609
4
2022-11-02 15:21:39.174719
Average
No
Monthly
Condo
1,905
8,416
25
Male
18,681
Divorced
3
High School
null
39.298877
Suburban
Basic
null
3
445
8
2020-02-25 15:21:39.155231
Good
No
Weekly
House
463
8,417
61
Male
16,970
Single
3
PhD
Self-Employed
30.819694
Urban
Comprehensive
1
14
799
1
2022-04-12 15:21:39.096739
Average
Yes
Weekly
Condo
1,334
8,418
58
Male
44,335
Single
4
Master's
Unemployed
43.529414
Urban
Comprehensive
1
5
431
7
2022-03-03 15:21:39.134960
Poor
Yes
Weekly
Condo
588
8,419
26
Male
22,779
Single
1
Bachelor's
null
42.76681
Suburban
Premium
1
16
571
6
2022-05-10 15:21:39.194829
Good
Yes
Weekly
Condo
1,265
8,420
41
Male
24,996
Single
0
PhD
null
48.698919
Rural
Comprehensive
null
15
497
6
2020-06-26 15:21:39.229482
Good
Yes
Weekly
Condo
1,205
8,421
22
Female
13,481
Married
3
High School
null
7.726557
Suburban
Premium
0
19
479
3
2021-02-21 15:21:39.150730
Good
No
Rarely
Condo
460
8,422
44
Male
18,325
Single
2
Master's
Unemployed
31.986739
Suburban
Comprehensive
null
3
545
8
2024-06-18 15:21:39.115178
Average
No
Monthly
Condo
268
8,423
38
Female
44,214
Divorced
2
Master's
null
22.494931
Suburban
Premium
1
12
613
2
2023-09-02 15:21:39.186212
Poor
Yes
Rarely
Apartment
1,018
8,424
35
Male
526
Divorced
4
High School
Self-Employed
17.917289
Urban
Comprehensive
0
13
480
1
2023-06-05 15:21:39.288099
Average
No
Daily
Apartment
1,919
8,425
49
Male
15,258
Divorced
0
High School
Self-Employed
11.51697
Rural
Basic
0
14
439
7
2023-08-02 15:21:39.155231
Good
No
Daily
Condo
39
8,426
57
Female
14,288
Married
null
High School
null
34.636107
Rural
Premium
null
6
null
1
2021-12-14 15:21:39.108562
null
No
Monthly
Condo
1,220
8,427
54
Male
23,989
Married
3
High School
Employed
29.342439
Suburban
Basic
1
13
541
2
2022-04-26 15:21:39.128286
Poor
Yes
Daily
Condo
2,977
8,428
20
Male
16,256
Divorced
1
Master's
Self-Employed
23.867962
Rural
Basic
1
5
831
2
2019-12-18 15:21:39.226954
Average
No
Rarely
Condo
569
8,429
47
Female
1,404
Divorced
1
Master's
Employed
25.695923
Rural
Premium
2
18
null
9
2023-01-20 15:21:39.289099
Average
No
Weekly
House
1,797
8,430
43
Male
43,560
Single
1
Master's
Self-Employed
14.283502
Urban
Premium
null
18
653
5
2023-02-08 15:21:39.250151
Poor
No
Weekly
Apartment
1,207
8,431
45
Male
122,874
Divorced
1
PhD
Unemployed
29.833536
Urban
Premium
1
17
null
2
2023-10-02 15:21:39.251142
Average
Yes
Rarely
Condo
68
8,432
36
Male
21,520
Divorced
0
PhD
Unemployed
37.310917
Urban
Premium
0
5
497
5
2022-10-22 15:21:39.091080
Good
No
Daily
Condo
1,690
8,433
18
Male
36,255
Divorced
2
PhD
Self-Employed
12.436624
Rural
Comprehensive
1
17
806
2
2020-02-09 15:21:39.260856
Poor
No
Daily
House
1,399
8,434
47
Male
12,071
Divorced
0
High School
Employed
8.898343
Urban
Basic
0
9
438
2
2020-04-03 15:21:39.155231
Average
Yes
Monthly
House
309
8,435
51
Female
84,888
Single
1
PhD
Unemployed
39.858596
Suburban
Comprehensive
4
17
662
8
2022-07-24 15:21:39.122134
null
Yes
Rarely
Apartment
1,447
8,436
52
Female
934
Single
2
Master's
Employed
31.844291
Urban
Basic
0
10
766
5
2023-02-16 15:21:39.143708
Average
Yes
Weekly
Apartment
1,887
8,437
30
Male
137,893
Divorced
3
Bachelor's
Employed
null
Rural
Basic
3
1
null
9
2020-03-11 15:21:39.155231
Average
Yes
Daily
Apartment
1,805
8,438
50
Female
29,787
Married
4
High School
Unemployed
25.087076
Rural
Basic
0
9
814
5
2021-04-17 15:21:39.134960
Average
No
Rarely
Condo
545
8,439
42
Male
23,981
Divorced
3
Master's
Self-Employed
null
Suburban
Basic
null
14
null
8
2021-10-28 15:21:39.134960
Good
Yes
Rarely
Condo
933
8,440
40
Female
5,526
Single
3
High School
Unemployed
15.075923
Rural
Premium
2
12
660
6
2020-06-22 15:21:39.092127
Poor
No
Rarely
House
322
8,441
25
Female
33,603
Single
4
Master's
null
44.791615
Urban
Basic
0
4
698
9
2024-04-19 15:21:39.210805
Average
No
Rarely
House
1,271
8,442
40
Male
916
Divorced
0
Master's
Employed
null
Urban
Premium
null
14
519
7
2021-07-10 15:21:39.086123
Good
Yes
Monthly
House
607
8,443
64
Male
23,574
Married
null
High School
Employed
16.947401
Suburban
Basic
1
16
569
9
2021-02-27 15:21:39.263607
Good
No
Weekly
House
845
8,444
50
Female
94,771
Divorced
0
High School
Employed
11.878661
Urban
Premium
1
19
469
1
2021-08-06 15:21:39.171102
Poor
Yes
Rarely
House
391
8,445
63
Female
15,946
Divorced
4
Master's
Employed
21.581995
Urban
Basic
0
17
435
3
2020-10-25 15:21:39.253660
Poor
Yes
Rarely
Condo
1,842
8,446
62
Female
73,096
Divorced
2
Master's
Employed
9.98863
Suburban
Basic
1
18
827
4
2024-04-02 15:21:39.117183
Good
No
Monthly
Apartment
173
8,447
38
Male
18,127
Divorced
null
High School
null
44.71064
Rural
Premium
1
19
513
8
2023-09-11 15:21:39.155231
Average
No
Weekly
Apartment
790
8,448
63
Male
116,502
Divorced
3
Bachelor's
Employed
25.084231
Rural
Premium
5
12
533
4
2019-09-03 15:21:39.286113
Good
Yes
Weekly
Condo
483
8,449
31
Male
3,160
Married
3
Master's
null
39.567176
Rural
Comprehensive
0
12
727
8
2023-07-23 15:21:39.245086
null
No
Daily
House
577
8,450
50
Male
22,989
Divorced
3
PhD
Self-Employed
6.410524
Rural
Basic
3
6
508
8
2022-06-05 15:21:39.244069
Good
Yes
Rarely
Apartment
136
8,451
40
Female
31,100
Divorced
0
Master's
Unemployed
31.934453
Rural
Basic
1
16
765
5
2022-02-26 15:21:39.237118
Average
Yes
Weekly
Condo
3,190
8,452
57
Male
54,943
Divorced
0
High School
Unemployed
null
Urban
Basic
0
4
644
5
2020-06-12 15:21:39.134960
Average
Yes
Daily
Apartment
2,326
8,453
49
Female
127,023
Married
4
Master's
Employed
31.241729
Urban
Basic
null
15
782
2
2021-05-06 15:21:39.200452
Good
Yes
Daily
Condo
285
8,454
22
Female
5,244
Divorced
1
PhD
null
10.086178
Rural
Comprehensive
2
19
729
1
2021-04-23 15:21:39.274993
Poor
Yes
Rarely
Apartment
645
8,455
63
Male
826
Married
1
PhD
Employed
17.892997
Rural
Basic
1
15
471
7
2023-07-02 15:21:39.170099
Good
Yes
Daily
Apartment
387
8,456
21
Male
1,397
Married
null
PhD
Self-Employed
6.098499
Suburban
Basic
2
14
691
1
2024-07-24 15:21:39.230483
Poor
No
Monthly
Condo
1,133
8,457
63
Female
97,319
Single
1
High School
null
null
Suburban
Premium
null
14
623
3
2020-01-05 15:21:39.192212
Good
Yes
Rarely
Condo
2,296
8,458
42
Male
46,131
null
0
PhD
Employed
40.88595
Rural
Basic
0
11
488
9
2023-11-13 15:21:39.176717
Good
No
Weekly
Apartment
944
8,459
35
Male
9,574
Divorced
3
High School
Unemployed
33.528312
Suburban
Comprehensive
3
18
766
4
2021-08-09 15:21:39.134960
Poor
No
Monthly
Condo
920
8,460
39
Female
18,355
Single
0
Master's
Employed
32.636377
Urban
Comprehensive
1
5
438
4
2021-02-08 15:21:39.237118
Poor
Yes
Rarely
Condo
2,097
8,461
39
Male
34,372
Single
4
Master's
Unemployed
21.637181
Suburban
Comprehensive
1
11
null
3
2022-07-04 15:21:39.204790
Good
Yes
Daily
House
478
8,462
45
Male
26,939
Married
4
Bachelor's
Unemployed
27.845006
Rural
Premium
null
19
511
2
2021-06-05 15:21:39.190215
Good
Yes
Daily
Apartment
269
8,463
52
Male
3,941
Single
1
High School
Employed
44.637119
Urban
Premium
null
12
354
9
2023-01-15 15:21:39.126661
Average
No
Daily
Condo
855
8,464
20
Female
25,166
Married
1
Master's
Unemployed
35.882031
Rural
Premium
0
10
null
7
2022-08-21 15:21:39.134960
Average
Yes
Weekly
Apartment
1,527
8,465
64
Male
23,892
Single
4
PhD
Unemployed
null
Suburban
Basic
0
13
775
4
2022-05-16 15:21:39.188220
Average
Yes
Weekly
Condo
756
8,466
62
Male
4,175
Single
0
High School
Self-Employed
8.818532
Rural
Premium
1
13
585
7
2019-10-03 15:21:39.120168
Good
Yes
Monthly
Apartment
1,434
8,467
27
Female
15,845
Single
4
Bachelor's
Self-Employed
34.055757
Rural
Comprehensive
1
4
751
5
2020-10-07 15:21:39.243823
Average
No
Monthly
Condo
91
8,468
56
Female
5,873
Single
1
PhD
Self-Employed
25.977288
Rural
Premium
null
6
374
9
2022-01-09 15:21:39.177724
Average
No
Rarely
House
718
8,469
53
Male
75,500
Married
0
Bachelor's
Self-Employed
26.339413
Suburban
Comprehensive
1
16
465
7
2020-04-04 15:21:39.188220
Good
Yes
Monthly
House
84
8,470
46
Female
3,906
Single
3
High School
Self-Employed
20.87215
Suburban
Basic
0
9
807
4
2022-09-04 15:21:39.082499
Poor
Yes
Rarely
Condo
2,411
8,471
51
Female
40,684
Single
3
PhD
null
40.161656
Urban
Basic
null
5
506
4
2022-04-15 15:21:39.184157
Good
No
Weekly
House
453
8,472
23
Female
45,614
Single
3
Master's
Unemployed
20.140619
Suburban
Premium
3
16
334
1
2021-02-17 15:21:39.237118
null
Yes
Weekly
Condo
1,431
8,473
36
Female
3,308
Single
3
PhD
null
4.45775
Suburban
Comprehensive
0
2
804
2
2019-12-07 15:21:39.151732
Poor
No
Monthly
Apartment
2,357
8,474
31
Male
14,861
Single
3
Master's
null
4.922743
Rural
Comprehensive
1
19
647
3
2024-02-03 15:21:39.187211
Average
No
Rarely
Apartment
3,516
8,475
38
Female
16,752
Married
0
Master's
Self-Employed
18.530967
Suburban
Comprehensive
2
10
710
7
2021-01-07 15:21:39.283783
Good
No
Weekly
Apartment
609
8,476
55
Male
17,310
Divorced
4
PhD
Unemployed
26.281861
Urban
Premium
0
2
null
2
2022-06-03 15:21:39.125660
Poor
Yes
Weekly
Condo
1,602
8,477
21
Female
2,900
Divorced
1
PhD
Employed
null
Suburban
Basic
3
13
506
3
2024-04-30 15:21:39.123711
Good
No
Rarely
House
689
8,478
54
Male
16,053
Divorced
2
Master's
Employed
34.788491
Rural
Premium
1
4
841
5
2023-08-27 15:21:39.222387
Good
Yes
Monthly
Condo
1,245
8,479
26
Female
2,359
Married
1
High School
null
23.488061
Urban
Basic
1
15
454
2
2024-06-13 15:21:39.182597
Good
No
Rarely
House
543
8,480
28
Male
70,534
Married
3
Bachelor's
Employed
50.187847
Suburban
Comprehensive
3
2
null
6
2024-01-07 15:21:39.215386
null
Yes
Weekly
House
526
8,481
22
Male
3,719
Single
2
High School
null
27.983513
Urban
Premium
null
7
366
2
2022-12-25 15:21:39.172097
Good
No
Rarely
Apartment
1,210
8,482
26
Female
7,851
Divorced
2
Master's
Employed
45.497755
Suburban
Comprehensive
2
5
430
8
2023-11-26 15:21:39.266452
Average
No
Weekly
Condo
1,794
8,483
53
Female
63,245
Divorced
3
Bachelor's
Self-Employed
29.893982
Urban
Basic
null
6
645
8
2021-12-01 15:21:39.129190
Average
No
Rarely
House
63
8,484
31
Female
37,881
Divorced
4
Master's
Unemployed
15.079369
Suburban
Premium
null
3
597
5
2019-10-24 15:21:39.237118
Poor
No
Daily
Condo
442
8,485
54
Female
23,168
Divorced
2
High School
Unemployed
33.835911
Rural
Comprehensive
null
4
843
5
2021-05-06 15:21:39.281787
Poor
No
Daily
Apartment
1,357
8,486
58
Male
928
Single
1
PhD
null
18.012384
Suburban
Basic
0
18
507
4
2024-06-10 15:21:39.105504
Good
Yes
Weekly
Condo
683
8,487
62
Female
3,135
Married
1
High School
Employed
null
Urban
Basic
2
12
603
6
2022-12-09 15:21:39.167099
Average
Yes
Daily
Apartment
679
8,488
58
Female
3,846
Married
1
High School
null
40.544875
Suburban
Basic
1
14
674
8
2019-09-05 15:21:39.155231
Poor
Yes
Rarely
House
207
8,489
45
Female
100,934
Divorced
2
PhD
null
32.151487
Rural
Premium
null
4
788
9
2020-12-29 15:21:39.155231
Poor
Yes
Daily
Apartment
285
8,490
36
Male
46,313
Divorced
2
High School
Employed
29.867192
Rural
Basic
1
1
745
5
2023-05-11 15:21:39.237118
Average
Yes
Monthly
Apartment
792
8,491
57
Male
11,434
Married
1
Bachelor's
null
43.985325
Suburban
Basic
null
4
476
8
2023-04-27 15:21:39.126661
Good
Yes
Weekly
Condo
1,144
8,492
61
Male
66,823
Single
3
High School
Unemployed
48.18299
Rural
Comprehensive
null
11
386
5
2021-02-06 15:21:39.207847
Average
Yes
Daily
Condo
729
8,493
36
Male
33,005
Married
1
Master's
Employed
16.819112
Rural
Basic
null
6
404
9
2024-04-23 15:21:39.279729
Poor
No
Monthly
Apartment
1,307
8,494
40
Male
82,811
Married
3
Master's
null
18.945918
Suburban
Premium
0
1
433
6
2020-02-24 15:21:39.092127
Average
Yes
Daily
House
816
8,495
51
Female
15,485
Married
1
High School
Employed
17.944464
Rural
Premium
1
6
829
8
2023-10-29 15:21:39.148733
Poor
Yes
Rarely
Apartment
119
8,496
44
Female
811
Single
3
Bachelor's
Unemployed
48.559943
Urban
Comprehensive
3
0
429
6
2021-04-02 15:21:39.259788
Poor
Yes
Monthly
Condo
1,519
8,497
33
Male
27,824
Married
3
High School
null
20.633136
Rural
Premium
0
10
343
3
2020-06-11 15:21:39.082499
Good
Yes
Daily
House
2,461
8,498
59
Female
4,564
Single
4
High School
Unemployed
18.071314
Rural
Comprehensive
null
15
446
1
2020-11-25 15:21:39.289099
Good
Yes
Monthly
Apartment
572
8,499
45
Female
28,824
Divorced
4
PhD
Employed
23.052914
Rural
Premium
0
13
390
4
2022-01-26 15:21:39.123711
Average
No
Monthly
Apartment
536