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
8,600
31
Female
15,585
Divorced
3
Bachelor's
null
21.266882
Rural
Premium
null
16
476
3
2021-07-27 15:21:39.192212
Good
No
Monthly
House
2,866
8,601
19
Male
61,891
Single
0
High School
null
17.23648
Rural
Basic
1
4
431
4
2022-06-24 15:21:39.245086
Good
Yes
Rarely
Apartment
562
8,602
61
Male
32,096
Divorced
1
High School
Unemployed
46.932807
Urban
Basic
1
4
439
5
2023-12-23 15:21:39.164044
Poor
Yes
Rarely
Apartment
1,257
8,603
26
Male
15,961
Single
3
Master's
Unemployed
27.824247
Rural
Basic
null
15
519
6
2022-12-03 15:21:39.134960
Poor
No
Rarely
Condo
1,056
8,604
49
Male
28,821
Married
2
High School
Employed
23.63231
Rural
Basic
3
15
593
9
2023-04-16 15:21:39.152732
Poor
No
Daily
Condo
1,609
8,605
24
Female
73,897
Divorced
0
High School
null
17.056967
Urban
Comprehensive
2
18
613
9
2023-12-11 15:21:39.092127
Good
No
Rarely
Condo
26
8,606
null
Male
45,368
Married
0
Bachelor's
Employed
24.415219
Suburban
Premium
null
14
710
9
2020-12-05 15:21:39.143708
null
Yes
Daily
Apartment
45
8,607
24
Female
4,526
Single
3
Master's
Unemployed
21.413312
Urban
Premium
2
15
312
9
2024-03-04 15:21:39.249100
Average
No
Weekly
Apartment
551
8,608
52
Female
15,229
Married
0
Bachelor's
Employed
49.292227
Rural
Premium
null
7
654
5
2023-10-20 15:21:39.248098
Poor
Yes
Rarely
Apartment
1,127
8,609
32
Male
82,303
Married
null
Bachelor's
Employed
14.24286
Rural
Basic
null
6
null
9
2024-03-13 15:21:39.134960
Average
Yes
Weekly
Condo
272
8,610
null
Male
65,823
Single
2
Bachelor's
Employed
28.163402
Rural
Premium
1
9
453
2
2024-04-22 15:21:39.274993
Good
Yes
Daily
House
1,575
8,611
57
Female
27,894
Single
4
Bachelor's
Self-Employed
16.828163
Suburban
Comprehensive
1
10
531
6
2022-08-18 15:21:39.219432
Good
No
Monthly
Apartment
1,520
8,612
28
Male
17,955
Divorced
4
PhD
Employed
48.895159
Rural
Basic
0
19
555
6
2023-02-20 15:21:39.134960
Average
No
Weekly
Condo
1,110
8,613
38
Female
22,737
Single
3
High School
Employed
7.923933
Rural
Comprehensive
3
2
682
1
2019-12-30 15:21:39.168099
Average
Yes
Weekly
Condo
1,209
8,614
39
Male
30,065
Married
0
Bachelor's
null
40.504785
Suburban
Comprehensive
null
18
313
4
2020-12-15 15:21:39.126661
Good
Yes
Weekly
Condo
2,296
8,615
56
Female
51,398
Divorced
3
Bachelor's
Unemployed
32.793313
Suburban
Premium
3
11
506
2
2022-03-22 15:21:39.133866
Good
Yes
Daily
House
318
8,616
51
Female
64,870
Divorced
4
PhD
Self-Employed
10.819185
Urban
Basic
1
0
383
6
2023-12-04 15:21:39.148733
Good
No
Monthly
Apartment
393
8,617
25
Male
37,541
Divorced
4
PhD
null
51.587719
Urban
Premium
null
18
799
3
2022-02-05 15:21:39.252145
Good
No
Weekly
Apartment
2,238
8,618
34
Male
31,008
Single
4
PhD
Self-Employed
32.719506
Suburban
Premium
0
6
627
6
2021-06-22 15:21:39.172097
Average
No
Daily
Condo
283
8,619
63
Female
20,231
Divorced
4
Bachelor's
null
9.515614
Urban
Premium
0
17
null
3
2023-12-29 15:21:39.134960
null
No
Weekly
Apartment
1,256
8,620
21
Male
15,863
Married
4
Master's
Unemployed
17.016317
Suburban
Basic
null
12
800
6
2019-08-22 15:21:39.148733
Good
No
Rarely
House
454
8,621
46
Male
16,078
Single
0
Master's
Employed
7.74096
Rural
Comprehensive
1
17
null
4
2024-02-05 15:21:39.193945
Poor
Yes
Daily
House
1,475
8,622
26
Female
80,526
Married
3
High School
Employed
7.648838
Urban
Premium
3
15
481
9
2021-11-06 15:21:39.201446
Good
No
Weekly
Condo
837
8,623
64
Female
3,817
Married
3
Master's
Employed
39.246548
Urban
Comprehensive
3
14
695
6
2022-09-18 15:21:39.181605
Good
No
Daily
Condo
1,708
8,624
40
Female
24
Married
null
Master's
Unemployed
12.149501
Suburban
Premium
0
15
829
4
2019-09-19 15:21:39.134960
Poor
Yes
Weekly
House
1,637
8,625
44
Female
3,655
Married
2
High School
Unemployed
13.096295
Rural
Premium
3
2
603
6
2021-11-16 15:21:39.237118
Good
No
Monthly
House
100
8,626
47
Male
null
Single
0
Master's
Unemployed
19.929058
Rural
Comprehensive
null
15
339
9
2022-02-15 15:21:39.123711
Average
Yes
Monthly
Condo
546
8,627
63
Male
4,570
Divorced
4
High School
Unemployed
11.539322
Suburban
Premium
null
10
728
8
2024-04-21 15:21:39.278402
Average
Yes
Weekly
Condo
150
8,628
49
Male
10,702
Married
3
High School
Unemployed
39.096706
Suburban
Basic
null
14
397
9
2023-10-09 15:21:39.121169
Good
Yes
Weekly
Apartment
1,755
8,629
29
Male
2,792
Divorced
2
PhD
Unemployed
20.36582
Urban
Comprehensive
0
1
657
4
2022-11-14 15:21:39.083497
Good
Yes
Weekly
House
2,724
8,630
19
Male
95,276
Divorced
3
PhD
Employed
19.869269
Urban
Premium
null
14
453
5
2020-12-01 15:21:39.210805
Poor
No
Monthly
Condo
1,270
8,631
32
Male
7,073
Divorced
1
High School
Self-Employed
null
Rural
Basic
1
18
545
7
2021-10-04 15:21:39.126661
Good
No
Weekly
Condo
542
8,632
22
Male
23,757
Single
2
Bachelor's
Employed
33.835655
Rural
Comprehensive
0
4
559
3
2021-08-03 15:21:39.236064
Poor
No
Weekly
Apartment
1,637
8,633
63
Female
24,862
Married
0
High School
Self-Employed
8.246678
Suburban
Premium
null
5
847
8
2021-07-08 15:21:39.237118
Poor
No
Monthly
Condo
1,140
8,634
22
Female
66,907
Single
0
Master's
null
null
Rural
Basic
2
0
618
8
2019-10-26 15:21:39.191219
Good
No
Monthly
House
30
8,635
42
Male
78,182
Single
1
Master's
null
16.761781
Suburban
Premium
null
6
805
2
2021-11-09 15:21:39.190215
Average
No
Daily
Apartment
215
8,636
46
Male
54,418
null
3
PhD
null
19.74477
Urban
Basic
0
19
431
6
2022-05-16 15:21:39.222387
Average
No
Rarely
Apartment
940
8,637
44
Male
5,047
Married
1
High School
Unemployed
26.717091
Urban
Basic
1
1
747
3
2022-07-26 15:21:39.223390
Good
Yes
Daily
House
2,275
8,638
32
Female
39,424
Single
1
Master's
Employed
26.920027
Suburban
Comprehensive
1
0
478
3
2022-04-02 15:21:39.224915
Good
Yes
Weekly
Condo
414
8,639
35
Female
28,039
Single
0
PhD
Employed
51.592383
Suburban
Premium
0
2
null
6
2020-10-26 15:21:39.223901
Good
No
Weekly
Condo
1,827
8,640
50
Male
16,862
Married
2
Bachelor's
null
27.661943
Suburban
Comprehensive
2
3
703
3
2022-03-27 15:21:39.155231
Average
No
Monthly
Apartment
814
8,641
31
Male
144,723
Divorced
null
High School
null
10.259891
Suburban
Basic
1
10
472
9
2020-04-04 15:21:39.257696
Average
No
Weekly
House
2,446
8,642
29
Male
36,489
Married
1
High School
Unemployed
17.712989
Suburban
Basic
1
0
477
1
2024-07-20 15:21:39.272456
Good
Yes
Daily
Apartment
416
8,643
43
Female
30,750
Divorced
0
PhD
Employed
27.991171
Rural
Basic
1
17
839
4
2023-05-21 15:21:39.122134
Good
No
Weekly
Condo
2,468
8,644
43
Female
31,987
Divorced
1
PhD
Unemployed
44.856456
Suburban
Premium
1
14
780
7
2022-05-20 15:21:39.155231
Average
No
Daily
Condo
522
8,645
44
Male
2,665
Married
1
High School
Unemployed
44.050151
Rural
Comprehensive
0
5
420
9
2020-01-15 15:21:39.169102
Poor
Yes
Weekly
Condo
1,878
8,646
24
Female
42,974
Divorced
2
High School
null
48.797854
Urban
Premium
0
0
498
6
2019-11-08 15:21:39.282785
Poor
Yes
Rarely
House
375
8,647
39
Female
15,048
Married
1
High School
Employed
50.076324
Rural
Premium
0
15
474
6
2022-08-08 15:21:39.251142
Good
Yes
Weekly
Condo
907
8,648
52
Female
30,588
Divorced
3
PhD
null
null
Urban
Premium
2
3
653
5
2020-02-13 15:21:39.155231
Poor
No
Daily
Condo
906
8,649
40
Female
15,585
Single
3
PhD
Self-Employed
21.411856
Suburban
Premium
1
1
608
5
2020-12-11 15:21:39.199447
Poor
Yes
Rarely
Condo
88
8,650
39
Male
127,435
Married
0
Master's
Unemployed
27.292068
Suburban
Basic
0
10
384
7
2020-08-26 15:21:39.181605
Good
No
Rarely
House
106
8,651
48
Female
2,883
Married
1
Bachelor's
Unemployed
17.743753
Urban
Premium
2
17
707
2
2023-11-30 15:21:39.132191
Average
No
Rarely
Condo
561
8,652
32
Male
3,634
Single
null
High School
Unemployed
null
Rural
Premium
0
4
734
2
2022-09-22 15:21:39.217387
null
No
Monthly
Condo
833
8,653
54
Male
17,788
Single
1
PhD
Self-Employed
47.865375
Rural
Comprehensive
0
19
379
5
2021-09-15 15:21:39.155231
Good
No
Daily
House
1,352
8,654
59
Male
3,308
Single
2
High School
null
11.004424
Suburban
Comprehensive
0
4
616
2
2020-10-19 15:21:39.208842
Poor
Yes
Daily
House
36
8,655
51
Female
69,528
Single
2
PhD
Self-Employed
30.492645
Suburban
Premium
2
15
781
2
2020-09-20 15:21:39.155231
null
No
Daily
House
2,135
8,656
50
Male
25,806
Divorced
0
PhD
Unemployed
38.033313
Suburban
Basic
0
5
818
1
2020-03-27 15:21:39.166062
Average
Yes
Daily
House
843
8,657
35
Male
31,977
Divorced
0
Master's
Unemployed
39.039794
Suburban
Basic
null
3
540
3
2021-03-31 15:21:39.264504
Poor
Yes
Rarely
House
1,932
8,658
28
Female
6,738
Single
3
Bachelor's
null
null
Suburban
Basic
1
11
661
5
2022-10-02 15:21:39.092127
Good
No
Monthly
House
1,281
8,659
47
Male
1,279
Single
3
PhD
null
null
Rural
Premium
1
12
null
8
2023-11-26 15:21:39.271453
Average
No
Daily
Condo
1,317
8,660
33
Male
8,071
Divorced
4
PhD
Employed
null
Suburban
Premium
0
14
541
6
2023-12-02 15:21:39.134960
Average
No
Rarely
Condo
696
8,661
51
Female
15,333
Single
4
High School
Employed
38.0189
Suburban
Comprehensive
0
12
634
5
2022-01-18 15:21:39.155231
Poor
Yes
Weekly
House
2,353
8,662
33
Male
21,154
Divorced
2
Master's
null
31.717158
Rural
Basic
2
6
724
6
2023-01-15 15:21:39.092127
Poor
Yes
Weekly
Condo
1,010
8,663
52
Male
null
Single
4
Master's
null
24.773927
Suburban
Comprehensive
0
6
529
9
2019-12-11 15:21:39.288099
Good
No
Monthly
Apartment
211
8,664
44
Male
6,438
Divorced
null
Master's
Unemployed
39.891146
Rural
Premium
1
10
515
6
2020-04-26 15:21:39.188220
Good
Yes
Weekly
House
1,727
8,665
24
Female
18,791
Married
1
High School
Employed
22.778891
Urban
Basic
0
17
539
3
2024-05-04 15:21:39.219432
Poor
Yes
Weekly
Condo
1,269
8,666
60
Male
29,894
Married
4
Bachelor's
Unemployed
29.986299
Urban
Comprehensive
0
9
null
8
2024-05-10 15:21:39.155231
Good
Yes
Rarely
House
726
8,667
35
Male
1,607
Single
1
PhD
Employed
34.657734
Rural
Premium
null
19
390
7
2020-06-09 15:21:39.224915
Good
No
Monthly
House
2,731
8,668
20
Male
71,892
Single
2
Bachelor's
null
15.065098
Urban
Premium
null
19
408
1
2022-10-14 15:21:39.209847
Good
Yes
Monthly
House
567
8,669
27
Male
122,986
Married
2
PhD
null
23.78461
Suburban
Comprehensive
2
6
340
4
2021-03-31 15:21:39.149731
Average
No
Monthly
House
1,668
8,670
34
Female
29,892
Married
1
PhD
Employed
23.087279
Urban
Basic
null
10
827
5
2022-10-30 15:21:39.126661
Average
No
Monthly
Apartment
1,545
8,671
57
Male
26,892
Divorced
4
Bachelor's
Self-Employed
29.936117
Urban
Comprehensive
null
10
596
9
2022-03-06 15:21:39.114118
null
Yes
Monthly
House
1,071
8,672
19
Male
112,588
Married
null
PhD
Employed
14.088946
Suburban
Basic
2
13
627
8
2022-01-02 15:21:39.289099
null
No
Rarely
House
243
8,673
54
Male
108,528
Divorced
3
Master's
Self-Employed
22.492144
Suburban
Basic
2
6
431
5
2020-01-03 15:21:39.134960
Good
No
Weekly
House
2,371
8,674
43
Female
7,073
Divorced
4
PhD
null
24.847287
Suburban
Basic
1
19
null
4
2021-05-08 15:21:39.134960
Average
No
Weekly
House
828
8,675
27
Male
null
Divorced
2
Master's
Self-Employed
22.734922
Rural
Comprehensive
null
13
422
6
2022-07-02 15:21:39.237118
Average
No
Daily
Apartment
78
8,676
20
Male
27,983
Married
null
PhD
Self-Employed
36.919571
Suburban
Comprehensive
1
13
706
1
2024-07-17 15:21:39.279729
Average
No
Rarely
Apartment
698
8,677
64
Female
80,550
Married
4
Master's
Employed
8.8829
Suburban
Basic
3
18
825
9
2024-05-20 15:21:39.164044
Average
No
Daily
Condo
2,217
8,678
59
Male
73,974
Single
1
PhD
null
7.080069
Urban
Basic
0
4
394
8
2024-04-17 15:21:39.089116
Good
No
Rarely
Condo
292
8,679
54
Male
20,897
Single
null
High School
null
28.393594
Urban
Comprehensive
1
7
561
5
2022-08-15 15:21:39.256696
Average
Yes
Monthly
Condo
1,185
8,680
53
Female
24,552
Single
3
Master's
Self-Employed
30.947777
Suburban
Premium
1
10
559
1
2021-08-19 15:21:39.085129
Poor
No
Daily
House
1,827
8,681
49
Female
6,947
Married
2
Master's
null
8.797727
Rural
Premium
null
16
585
5
2021-07-14 15:21:39.132191
Poor
No
Monthly
Condo
1,604
8,682
61
Female
44,929
Married
2
Master's
null
30.735631
Rural
Basic
1
5
843
3
2019-09-24 15:21:39.250151
Good
Yes
Weekly
House
1,593
8,683
22
Male
3,852
Married
null
PhD
Employed
null
Rural
Basic
null
12
452
2
2021-09-08 15:21:39.250151
Average
Yes
Rarely
House
1,144
8,684
60
Female
24,791
Divorced
4
Master's
Unemployed
19.272906
Urban
Basic
1
17
640
9
2021-02-24 15:21:39.123711
Average
No
Monthly
Condo
428
8,685
23
Female
2,935
Single
0
Bachelor's
Unemployed
32.372392
Rural
Comprehensive
null
16
437
8
2020-09-30 15:21:39.221386
Good
Yes
Weekly
Condo
53
8,686
27
Male
45,910
Divorced
3
PhD
null
17.914191
Urban
Premium
0
8
478
4
2024-05-07 15:21:39.224915
Poor
No
Rarely
Apartment
28
8,687
20
Female
13,566
Divorced
3
Master's
Unemployed
12.058685
Suburban
Premium
null
15
509
6
2022-02-22 15:21:39.206847
Poor
No
Rarely
Apartment
940
8,688
25
Female
13,036
Divorced
2
High School
null
29.574266
Suburban
Comprehensive
1
3
486
3
2021-04-26 15:21:39.206847
Good
No
Weekly
Apartment
659
8,689
38
Male
40,456
Single
4
PhD
null
20.749501
Rural
Basic
null
12
766
9
2023-10-15 15:21:39.126661
Average
No
Weekly
House
726
8,690
39
Male
22,017
Married
2
Master's
Self-Employed
10.417546
Urban
Comprehensive
0
4
678
1
2022-08-18 15:21:39.126661
Poor
Yes
Rarely
House
2,744
8,691
33
Male
24,791
Single
1
Bachelor's
Employed
null
Urban
Premium
1
16
449
6
2021-12-09 15:21:39.123711
Poor
No
Daily
Condo
514
8,692
49
Male
17,426
Married
4
High School
Self-Employed
31.118578
Urban
Premium
null
7
825
5
2020-04-07 15:21:39.246098
Poor
No
Weekly
Apartment
174
8,693
25
Male
39,724
Married
2
PhD
null
21.695424
Urban
Basic
null
1
686
6
2021-01-26 15:21:39.205850
Good
No
Weekly
Apartment
1,708
8,694
35
Female
110,108
Single
3
PhD
null
21.068635
Rural
Basic
0
19
431
6
2022-03-27 15:21:39.194829
Average
No
Rarely
Condo
2,057
8,695
62
Male
3,815
Married
0
PhD
Employed
46.914165
Suburban
Basic
0
15
776
4
2023-12-03 15:21:39.207847
Poor
Yes
Weekly
Apartment
2,693
8,696
34
Male
72,909
Married
4
Bachelor's
Employed
null
Urban
Basic
1
0
488
2
2020-04-28 15:21:39.166062
Poor
Yes
Monthly
House
3,116
8,697
64
Female
44,641
Divorced
3
PhD
Employed
8.270629
Rural
Comprehensive
null
13
471
6
2023-02-28 15:21:39.118178
Average
No
Weekly
House
788
8,698
38
Male
1,836
Divorced
1
Bachelor's
Self-Employed
25.671235
Rural
Comprehensive
null
6
456
1
2020-02-16 15:21:39.119168
Good
No
Weekly
Condo
692
8,699
34
Male
6,208
Married
3
PhD
null
36.715814
Suburban
Comprehensive
1
1
742
6
2021-05-13 15:21:39.134960
Good
No
Rarely
Apartment
725