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
17,500
59
Female
6,940
Divorced
0
Bachelor's
Unemployed
18.805789
Suburban
Comprehensive
null
19
405
2
2020-05-31 15:21:39.194829
Good
No
Weekly
Condo
607
17,501
57
Male
28,198
Divorced
1
Bachelor's
null
38.958647
Urban
Premium
1
14
593
4
2021-02-21 15:21:39.172097
Good
Yes
Daily
Apartment
2,142
17,502
51
Female
null
Married
2
Master's
Employed
30.71189
Urban
Basic
1
10
603
2
2020-11-29 15:21:39.131192
Poor
Yes
Weekly
Condo
176
17,503
19
Male
61,898
Married
1
Bachelor's
Self-Employed
16.971515
Urban
Basic
0
13
433
4
2023-08-14 15:21:39.198406
Good
Yes
Weekly
House
842
17,504
35
Male
3,410
Single
1
High School
Employed
6.572264
Suburban
Comprehensive
2
6
620
9
2024-05-02 15:21:39.096739
Poor
No
Weekly
House
2,371
17,505
59
Male
2,941
Married
1
Master's
null
42.823556
Urban
Basic
4
17
570
9
2023-03-04 15:21:39.152732
Poor
No
Rarely
Condo
722
17,506
28
Male
22,827
Married
1
PhD
Employed
12.248957
Urban
Premium
0
1
608
5
2023-02-08 15:21:39.253660
Average
Yes
Weekly
Condo
674
17,507
49
Female
4,187
Single
1
Bachelor's
null
24.270788
Urban
Comprehensive
2
11
null
4
2022-10-29 15:21:39.146733
Poor
Yes
Weekly
Condo
1,257
17,508
47
Male
38,933
Single
1
Bachelor's
null
12.865462
Rural
Comprehensive
null
13
690
2
2022-12-23 15:21:39.130190
Average
No
Rarely
House
380
17,509
23
Male
121,301
Married
3
High School
null
35.276426
Suburban
Basic
null
1
434
5
2020-02-21 15:21:39.126661
Average
Yes
Weekly
Apartment
1,875
17,510
58
Male
34,389
Divorced
4
Bachelor's
Self-Employed
47.704986
Suburban
Premium
null
9
634
2
2020-05-21 15:21:39.263607
Poor
No
Monthly
Condo
729
17,511
54
Male
4,532
Single
0
High School
Employed
8.242268
Suburban
Comprehensive
0
2
646
1
2019-12-07 15:21:39.155231
Poor
Yes
Monthly
Apartment
561
17,512
41
Male
null
Single
2
Master's
null
23.569002
Urban
Premium
0
18
321
9
2022-07-25 15:21:39.237118
Average
Yes
Rarely
House
1,258
17,513
64
Female
727
Married
0
Master's
Unemployed
25.739357
Suburban
Basic
3
14
679
6
2023-02-18 15:21:39.155231
Average
Yes
Rarely
Apartment
23
17,514
59
Female
5,720
Divorced
3
PhD
null
null
Suburban
Basic
null
6
670
6
2023-03-10 15:21:39.105504
Poor
Yes
Daily
Condo
1,672
17,515
19
Female
4,079
Married
0
Bachelor's
null
25.40537
Suburban
Basic
null
0
307
4
2021-02-28 15:21:39.249100
Poor
No
Weekly
House
1,168
17,516
49
Female
29,055
Married
0
PhD
null
28.15995
Suburban
Premium
null
2
683
9
2024-02-21 15:21:39.237118
Poor
Yes
Monthly
Condo
1,071
17,517
38
Female
20,597
Married
1
Master's
null
50.703629
Rural
Comprehensive
1
4
699
4
2022-04-07 15:21:39.134960
Average
Yes
Weekly
House
515
17,518
20
Female
43,887
null
2
PhD
Unemployed
20.439711
Rural
Basic
1
12
757
6
2021-06-17 15:21:39.124659
Average
Yes
Monthly
House
1,522
17,519
41
Male
120,660
Married
1
Bachelor's
Unemployed
10.584046
Suburban
Basic
0
8
307
5
2023-10-23 15:21:39.282785
Good
Yes
Weekly
Apartment
923
17,520
34
Female
70,562
Married
3
Bachelor's
Employed
14.18444
Urban
Basic
null
4
575
4
2020-07-11 15:21:39.205850
null
No
Weekly
Condo
2,741
17,521
23
Female
121,183
Single
1
Master's
null
23.055824
Urban
Basic
null
14
491
9
2021-12-13 15:21:39.253660
null
Yes
Rarely
House
40
17,522
26
Female
33,929
Married
null
Master's
Unemployed
36.678076
Rural
Premium
1
3
null
9
2021-02-19 15:21:39.128286
Good
Yes
Rarely
House
1,542
17,523
27
Female
35,608
Divorced
2
Bachelor's
Employed
7.652783
Suburban
Basic
null
17
817
7
2021-07-18 15:21:39.281787
Poor
Yes
Monthly
Apartment
1,489
17,524
31
Female
17,069
Divorced
2
PhD
null
35.751823
Suburban
Premium
3
13
816
4
2023-09-20 15:21:39.282785
Good
Yes
Monthly
Apartment
607
17,525
45
Female
38,651
Divorced
4
Bachelor's
Employed
23.058932
Urban
Comprehensive
1
19
null
5
2022-12-02 15:21:39.096739
Good
Yes
Daily
House
2,214
17,526
24
Male
38,351
Single
2
Bachelor's
Employed
36.293511
Urban
Comprehensive
1
9
452
2
2020-08-27 15:21:39.237118
Average
Yes
Daily
Condo
1,182
17,527
24
Female
9,908
Divorced
3
Master's
null
20.498069
Rural
Basic
2
8
433
6
2024-06-26 15:21:39.247098
Poor
Yes
Daily
Condo
2,122
17,528
46
Male
113,920
Married
0
High School
null
13.707007
Suburban
Comprehensive
1
15
324
5
2021-05-13 15:21:39.152732
Average
Yes
Daily
Apartment
185
17,529
33
Male
25,103
Divorced
3
Master's
Employed
5.918787
Suburban
Basic
null
15
484
4
2023-06-18 15:21:39.134960
Poor
No
Rarely
Condo
100
17,530
36
Female
18,644
Single
2
Master's
Unemployed
14.644778
Suburban
Comprehensive
1
12
743
5
2024-02-04 15:21:39.226954
Poor
Yes
Monthly
Condo
830
17,531
38
Female
43,100
Married
3
Bachelor's
Employed
18.955079
Suburban
Basic
1
18
null
8
2022-10-21 15:21:39.105504
Average
No
Weekly
House
221
17,532
57
Male
2,533
Married
1
Master's
Self-Employed
22.907627
Urban
Comprehensive
1
13
393
6
2023-04-01 15:21:39.288099
Average
No
Weekly
Condo
479
17,533
27
Male
6,429
Married
2
Bachelor's
Unemployed
34.168961
Rural
Comprehensive
1
17
596
4
2024-05-12 15:21:39.237118
Good
Yes
Weekly
Apartment
106
17,534
40
Female
1,250
Single
2
High School
Unemployed
22.539679
Urban
Premium
0
15
681
9
2023-10-29 15:21:39.177724
Average
Yes
Daily
Condo
23
17,535
51
Female
20,587
null
3
PhD
Unemployed
16.162633
Urban
Premium
0
0
562
1
2022-09-27 15:21:39.167099
Good
No
Weekly
Condo
1,298
17,536
28
Female
29,483
Divorced
2
Master's
Unemployed
40.890528
Urban
Basic
2
17
723
6
2024-07-17 15:21:39.122134
Good
No
Weekly
Condo
1,592
17,537
61
Female
45,655
Married
1
PhD
Self-Employed
13.710096
Urban
Premium
null
4
565
2
2022-12-21 15:21:39.223901
Poor
Yes
Daily
Condo
719
17,538
41
Male
43,473
Married
3
High School
Employed
36.521508
Rural
Basic
1
3
479
4
2022-03-01 15:21:39.192212
Good
No
Monthly
House
50
17,539
27
Female
17,559
Married
2
High School
Self-Employed
22.172212
Urban
Basic
0
17
442
4
2022-05-28 15:21:39.146733
Good
No
Daily
Condo
1,484
17,540
62
Female
18,116
Married
null
High School
Unemployed
39.128364
Suburban
Comprehensive
0
12
847
1
2020-01-30 15:21:39.148733
Average
No
Monthly
Condo
705
17,541
28
Male
29,078
Single
null
Master's
null
20.277741
Urban
Basic
null
7
465
7
2024-06-21 15:21:39.132191
Average
No
Daily
Apartment
1,703
17,542
59
Male
1,583
Single
0
Bachelor's
null
27.738737
Rural
Basic
null
16
439
2
2023-01-25 15:21:39.087123
Average
No
Monthly
Apartment
2,654
17,543
44
Female
4,635
Married
2
Bachelor's
Self-Employed
8.908688
Rural
Comprehensive
3
18
354
6
2021-05-14 15:21:39.279729
Good
No
Weekly
Condo
548
17,544
40
Female
null
Divorced
null
Bachelor's
null
30.455065
Suburban
Comprehensive
0
16
431
6
2022-10-05 15:21:39.181605
Poor
Yes
Rarely
Apartment
676
17,545
31
Male
null
Married
3
PhD
Self-Employed
13.878754
Urban
Comprehensive
0
4
326
4
2020-04-08 15:21:39.134960
Good
No
Weekly
Apartment
1,408
17,546
35
Male
39,087
Single
2
Bachelor's
Self-Employed
31.680196
Suburban
Comprehensive
null
18
692
6
2022-03-31 15:21:39.164044
Poor
No
Daily
Apartment
524
17,547
23
Male
30,347
Married
4
Bachelor's
null
47.92404
Suburban
Comprehensive
1
16
512
3
2019-12-02 15:21:39.091080
Good
Yes
Monthly
House
1,143
17,548
33
Female
6,093
Married
1
High School
null
38.36651
Suburban
Basic
null
12
537
2
2022-03-26 15:21:39.092127
Average
No
Daily
Condo
551
17,549
40
Male
63,499
Divorced
0
Master's
Unemployed
30.204445
Rural
Premium
4
17
null
7
2021-03-14 15:21:39.093681
Average
Yes
Daily
Condo
3,341
17,550
23
Female
1,679
Divorced
2
Master's
Self-Employed
null
Suburban
Basic
null
4
null
9
2021-08-03 15:21:39.236064
Good
Yes
Daily
House
542
17,551
20
Male
52,685
Married
0
PhD
Self-Employed
19.207632
Rural
Comprehensive
2
19
504
3
2023-12-08 15:21:39.251142
Average
Yes
Weekly
Condo
199
17,552
30
Male
18,948
Married
4
PhD
null
25.753817
Urban
Comprehensive
null
4
619
7
2023-10-07 15:21:39.285112
Good
No
Rarely
House
725
17,553
22
Male
48,824
Divorced
2
PhD
Unemployed
40.615218
Rural
Premium
null
11
507
8
2024-01-12 15:21:39.197445
Average
Yes
Daily
Condo
2,051
17,554
18
Male
26,861
Divorced
3
High School
Self-Employed
14.567776
Rural
Premium
null
17
798
9
2023-11-07 15:21:39.222387
Good
Yes
Weekly
House
2,174
17,555
50
Male
1,330
Divorced
3
PhD
null
null
Urban
Comprehensive
2
2
713
9
2022-03-21 15:21:39.092127
Average
No
Rarely
Condo
588
17,556
59
Female
60,977
Married
2
Master's
null
19.810849
Urban
Comprehensive
0
4
719
5
2023-05-13 15:21:39.134960
Average
Yes
Weekly
Condo
157
17,557
36
Male
92,886
Single
3
Bachelor's
Employed
31.907469
Suburban
Basic
0
13
350
7
2022-04-16 15:21:39.098696
Average
Yes
Weekly
House
320
17,558
55
Female
36,759
Single
0
Bachelor's
Self-Employed
9.239988
Urban
Comprehensive
1
3
null
9
2021-04-21 15:21:39.111551
Poor
Yes
Weekly
Apartment
1,604
17,559
35
Female
6,764
Single
null
PhD
null
8.833978
Suburban
Premium
null
10
728
9
2021-04-28 15:21:39.134960
Average
No
Monthly
House
462
17,560
28
Male
44,967
Divorced
4
High School
Unemployed
45.328428
Urban
Premium
1
8
839
2
2022-02-03 15:21:39.089116
Poor
No
Rarely
Condo
651
17,561
57
Male
24,891
Married
4
High School
Self-Employed
18.476627
Suburban
Premium
1
18
602
9
2021-08-03 15:21:39.285112
Good
No
Weekly
House
1,447
17,562
51
Male
659
Single
1
Master's
null
20.977732
Rural
Basic
0
5
null
9
2020-01-22 15:21:39.155231
Good
No
Rarely
Condo
61
17,563
null
Female
17,375
Married
4
Bachelor's
Self-Employed
22.459971
Rural
Basic
0
13
742
1
2021-09-26 15:21:39.246098
Poor
No
Monthly
Condo
603
17,564
46
Female
1,537
Divorced
3
Master's
Employed
47.814888
Rural
Basic
0
12
383
4
2022-11-09 15:21:39.133866
Poor
Yes
Weekly
Apartment
806
17,565
54
Female
29,483
Married
2
PhD
Employed
38.569374
Urban
Premium
null
10
767
7
2024-01-23 15:21:39.082499
Good
No
Weekly
Apartment
749
17,566
28
Male
10,777
Married
null
Bachelor's
Unemployed
41.879125
Urban
Comprehensive
null
2
728
2
2020-06-02 15:21:39.253660
Poor
Yes
Rarely
Apartment
2,003
17,567
30
Female
null
Divorced
2
PhD
Employed
9.783359
Urban
Comprehensive
2
10
394
3
2020-09-21 15:21:39.131192
Good
No
Monthly
House
776
17,568
46
Female
39,240
Single
null
High School
Employed
20.847119
Urban
Comprehensive
0
11
757
6
2022-09-09 15:21:39.092127
Poor
No
Daily
House
982
17,569
37
Female
10,237
Single
0
High School
Employed
11.171965
Suburban
Premium
2
13
null
1
2023-03-01 15:21:39.146733
Good
No
Weekly
Condo
2,080
17,570
62
Female
39,554
Divorced
2
High School
null
23.382616
Suburban
Premium
null
13
626
3
2023-02-24 15:21:39.237118
Poor
No
Monthly
Apartment
567
17,571
47
Female
57,948
Divorced
0
Master's
null
null
Urban
Premium
0
5
607
3
2020-03-04 15:21:39.245086
Poor
Yes
Daily
Apartment
2,893
17,572
46
Male
15,556
Divorced
0
High School
null
23.335894
Suburban
Comprehensive
2
0
665
3
2021-12-30 15:21:39.272456
Poor
No
Rarely
Condo
1,643
17,573
49
Male
31,214
Married
1
High School
Unemployed
17.553571
Rural
Basic
0
17
466
2
2019-11-06 15:21:39.172097
Poor
Yes
Rarely
Condo
793
17,574
30
Female
878
Single
1
Bachelor's
Employed
11.929398
Suburban
Basic
0
5
713
4
2024-07-14 15:21:39.176717
Average
Yes
Weekly
Condo
2,356
17,575
28
Female
76,851
Married
3
PhD
Employed
30.295077
Urban
Basic
1
16
415
3
2021-12-16 15:21:39.134960
Average
Yes
Daily
House
395
17,576
28
Male
16,081
Single
2
Bachelor's
Unemployed
14.55334
Rural
Basic
0
13
342
5
2024-07-14 15:21:39.237118
null
No
Rarely
House
466
17,577
39
Female
2,844
Single
1
Master's
null
35.592026
Urban
Basic
null
3
null
3
2021-01-21 15:21:39.249100
Average
No
Monthly
Apartment
30
17,578
57
Female
82,220
Married
3
High School
Unemployed
17.066387
Urban
Premium
2
4
814
4
2024-07-31 15:21:39.086123
Average
Yes
Rarely
Condo
2,512
17,579
25
Male
74,542
Married
3
Bachelor's
Unemployed
25.428935
Suburban
Premium
4
8
354
1
2023-03-03 15:21:39.252145
Average
Yes
Daily
Condo
1,520
17,580
57
Male
37,147
Married
2
Bachelor's
Unemployed
47.794846
Rural
Basic
0
19
328
7
2021-09-08 15:21:39.134960
Good
No
Daily
Apartment
843
17,581
32
Male
25,554
Divorced
4
High School
null
16.637607
Urban
Premium
1
17
495
9
2021-10-22 15:21:39.134960
Average
Yes
Rarely
Condo
478
17,582
25
Female
12,567
Single
4
PhD
Employed
28.163783
Suburban
Premium
1
5
713
3
2023-08-30 15:21:39.089116
Good
No
Rarely
House
3,482
17,583
60
Male
26,284
Divorced
2
Master's
null
44.18235
Rural
Premium
null
15
614
8
2019-10-08 15:21:39.279729
Poor
Yes
Daily
House
1,099
17,584
59
Male
32,344
Divorced
0
PhD
Employed
16.906119
Urban
Basic
null
18
589
8
2024-08-02 15:21:39.126661
Good
Yes
Daily
Apartment
1,509
17,585
35
Male
13,486
Divorced
3
PhD
Unemployed
32.717626
Rural
Premium
null
0
464
8
2020-05-25 15:21:39.190215
Poor
Yes
Monthly
House
709
17,586
24
Female
8,870
Single
3
High School
Self-Employed
30.822601
Urban
Premium
null
14
null
8
2023-08-25 15:21:39.222387
Poor
No
Rarely
House
903
17,587
64
Female
4,825
Divorced
2
PhD
null
13.846118
Urban
Basic
null
15
590
3
2022-08-13 15:21:39.116179
Average
Yes
Rarely
House
3,902
17,588
50
Female
382
Divorced
3
Master's
Employed
19.776513
Suburban
Basic
null
3
506
9
2022-03-20 15:21:39.237118
Average
No
Rarely
House
649
17,589
64
Female
1,698
Single
2
High School
Self-Employed
27.997947
Rural
Comprehensive
null
19
null
3
2021-12-31 15:21:39.237118
Average
No
Daily
Apartment
28
17,590
25
Male
1,907
Divorced
0
PhD
Employed
7.167896
Suburban
Comprehensive
null
12
429
6
2019-11-19 15:21:39.196387
Average
No
Weekly
Condo
548
17,591
32
Female
24,335
Married
2
Bachelor's
null
13.682815
Suburban
Basic
1
10
507
4
2019-10-21 15:21:39.134960
Poor
Yes
Weekly
House
606
17,592
42
Female
28,963
Divorced
0
High School
Unemployed
null
Urban
Premium
0
3
847
2
2021-01-26 15:21:39.202448
Average
No
Daily
Condo
775
17,593
22
Female
1,007
Married
null
High School
Unemployed
11.943243
Rural
Premium
null
8
836
5
2019-10-26 15:21:39.155231
Average
No
Monthly
House
726
17,594
39
Female
118,797
Divorced
0
Bachelor's
Unemployed
39.070835
Rural
Comprehensive
null
0
723
7
2021-03-11 15:21:39.120168
Good
Yes
Monthly
House
172
17,595
56
Female
2,325
Divorced
2
Bachelor's
Employed
52.088322
Rural
Basic
0
0
462
7
2020-07-04 15:21:39.112553
Poor
Yes
Weekly
House
1,671
17,596
52
Female
6,906
Single
2
High School
Self-Employed
37.242917
Rural
Basic
1
15
410
2
2024-05-16 15:21:39.164044
Good
No
Monthly
Condo
2,860
17,597
31
Male
140,568
Single
3
Master's
null
37.857318
Rural
Premium
2
1
302
9
2024-07-19 15:21:39.155231
Average
No
Monthly
Condo
2,399
17,598
43
Female
838
Divorced
null
Bachelor's
Employed
7.929227
Rural
Premium
null
5
466
5
2023-05-29 15:21:39.082499
Average
Yes
Weekly
House
556
17,599
26
Female
null
Married
1
PhD
Unemployed
36.68357
Suburban
Basic
null
4
449
3
2020-07-09 15:21:39.123711
Average
No
Rarely
Condo
1,838