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
34,500
60
Male
29,053
Single
1
Master's
Unemployed
24.557831
Urban
Premium
null
11
null
1
2023-01-28 15:21:39.274993
Average
Yes
Monthly
Apartment
659
34,501
43
Male
6,937
null
2
Bachelor's
Unemployed
null
Suburban
Premium
3
18
779
3
2023-12-27 15:21:39.149731
Poor
No
Monthly
Apartment
2,921
34,502
46
Male
4,499
Single
0
High School
null
8.051551
Urban
Basic
2
5
834
4
2020-11-16 15:21:39.134960
Average
Yes
Daily
Condo
997
34,503
35
Male
1,604
Divorced
4
High School
Employed
17.569715
Suburban
Comprehensive
0
6
651
9
2024-05-28 15:21:39.126661
Average
No
Rarely
House
2,147
34,504
44
Male
27,198
Married
3
Master's
Employed
8.716797
Rural
Comprehensive
0
4
474
2
2023-02-14 15:21:39.237118
Poor
Yes
Daily
Apartment
48
34,505
56
Female
38,982
Divorced
3
Master's
Employed
null
Urban
Basic
2
0
515
5
2021-02-23 15:21:39.170099
Average
Yes
Monthly
House
1,168
34,506
53
Female
3,750
Single
3
PhD
Employed
null
Urban
Premium
1
6
519
4
2021-05-01 15:21:39.176717
Good
No
Monthly
Condo
763
34,507
50
Female
78,924
Married
2
Bachelor's
null
12.84741
Suburban
Basic
0
12
456
9
2022-07-08 15:21:39.085129
Average
Yes
Monthly
Apartment
1,423
34,508
21
Female
15,401
Married
4
PhD
null
22.929753
Rural
Comprehensive
1
19
767
7
2022-11-07 15:21:39.134960
Average
No
Rarely
House
832
34,509
41
Male
27,959
Married
null
Master's
null
32.642189
Suburban
Basic
0
15
null
2
2024-05-25 15:21:39.094752
Average
No
Monthly
Condo
549
34,510
49
Male
37,891
Divorced
0
PhD
Self-Employed
28.054099
Rural
Premium
0
6
null
1
2020-12-21 15:21:39.268507
Good
Yes
Rarely
House
854
34,511
44
Female
6,961
Married
1
Master's
Unemployed
19.084864
Rural
Premium
1
0
686
4
2023-11-11 15:21:39.237118
Good
No
Weekly
Apartment
1,405
34,512
21
Female
3,645
Divorced
3
Master's
null
null
Rural
Basic
1
0
759
5
2023-08-26 15:21:39.237118
Poor
Yes
Daily
Condo
452
34,513
49
Female
18,300
Single
0
PhD
null
25.726687
Suburban
Comprehensive
1
9
487
9
2021-10-22 15:21:39.237118
Average
No
Monthly
Condo
725
34,514
34
Male
43,929
Single
3
Master's
Self-Employed
null
Rural
Comprehensive
0
17
822
9
2020-09-14 15:21:39.081504
Good
Yes
Daily
Apartment
25
34,515
null
Female
86,858
Single
1
Master's
null
22.182398
Rural
Premium
null
1
659
4
2021-04-13 15:21:39.172097
Poor
No
Rarely
Apartment
394
34,516
30
Female
92,650
Divorced
1
PhD
Employed
18.895297
Suburban
Basic
0
5
461
8
2022-06-17 15:21:39.087123
null
No
Daily
House
1,630
34,517
47
Male
30,862
Married
1
Master's
null
12.428928
Suburban
Premium
0
10
645
8
2021-04-05 15:21:39.219432
Good
No
Rarely
Apartment
451
34,518
23
Female
44,774
Divorced
2
Bachelor's
Self-Employed
51.569146
Rural
Basic
1
10
null
6
2022-05-15 15:21:39.274993
null
Yes
Rarely
House
742
34,519
55
Female
5,828
Single
0
PhD
Employed
16.717644
Urban
Comprehensive
2
17
738
6
2020-03-20 15:21:39.164044
Poor
Yes
Weekly
Condo
1,301
34,520
24
Female
39,649
Married
null
Bachelor's
null
27.82689
Suburban
Comprehensive
0
7
646
5
2024-01-13 15:21:39.134960
Average
No
Daily
Condo
566
34,521
43
Male
17,056
Divorced
1
High School
Unemployed
16.717194
Rural
Comprehensive
1
18
604
5
2022-08-09 15:21:39.086123
Good
No
Monthly
Apartment
945
34,522
56
Female
146,801
Divorced
0
High School
Self-Employed
26.276651
Rural
Comprehensive
3
3
308
7
2021-08-23 15:21:39.188220
Average
Yes
Weekly
Condo
1,383
34,523
39
Male
28,984
Single
0
Bachelor's
Employed
36.286433
Suburban
Basic
1
3
616
8
2021-10-12 15:21:39.132191
Average
No
Daily
House
2,539
34,524
36
Female
9,525
Divorced
0
Master's
null
21.527837
Suburban
Basic
0
0
695
7
2024-02-11 15:21:39.091080
Poor
No
Daily
Condo
470
34,525
55
Female
23,019
Married
1
Bachelor's
Self-Employed
33.918585
Urban
Basic
null
1
652
6
2022-12-23 15:21:39.132191
Good
No
Daily
Condo
1,165
34,526
37
Female
76,683
Single
0
High School
Employed
37.796463
Suburban
Comprehensive
null
12
547
3
2024-03-18 15:21:39.134960
Good
Yes
Rarely
House
112
34,527
46
Female
21,520
Single
3
Bachelor's
null
28.232657
Suburban
Basic
1
14
null
8
2024-03-28 15:21:39.172097
Poor
Yes
Monthly
Condo
1,634
34,528
29
Male
2,844
Married
2
PhD
Self-Employed
33.753695
Suburban
Basic
0
9
613
8
2019-08-18 15:21:39.126661
Average
No
Weekly
House
563
34,529
51
Male
11,573
Married
4
Bachelor's
Self-Employed
14.476824
Rural
Basic
1
3
602
1
2022-07-28 15:21:39.146733
Good
No
Monthly
House
2,613
34,530
60
Male
2,853
Single
0
Bachelor's
null
34.379716
Urban
Premium
2
18
null
9
2023-11-28 15:21:39.237118
Poor
No
Daily
Apartment
835
34,531
50
Female
10,025
Divorced
1
Master's
null
29.752489
Suburban
Basic
3
4
602
1
2020-08-04 15:21:39.155231
Good
No
Rarely
Apartment
557
34,532
29
Female
27,442
Married
0
Bachelor's
Employed
6.882655
Suburban
Premium
null
16
627
9
2021-02-21 15:21:39.271453
Poor
No
Monthly
Apartment
813
34,533
20
Male
44,508
Single
0
Bachelor's
null
23.859107
Suburban
Comprehensive
1
12
834
5
2023-11-04 15:21:39.196387
Poor
No
Monthly
House
981
34,534
29
Male
15,779
Married
4
Master's
Unemployed
26.67647
Rural
Premium
1
18
null
6
2023-09-02 15:21:39.252145
Good
Yes
Weekly
Condo
50
34,535
35
Male
14,073
Married
null
Master's
Employed
14.122648
Suburban
Premium
0
0
590
4
2022-09-13 15:21:39.254678
Poor
Yes
Rarely
Apartment
904
34,536
61
Male
null
Divorced
1
PhD
Unemployed
40.261431
Rural
Comprehensive
1
11
307
1
2022-06-12 15:21:39.152732
Good
No
Rarely
Apartment
1,709
34,537
60
Female
118,358
Married
null
PhD
Self-Employed
52.551928
Urban
Comprehensive
1
3
null
7
2022-04-25 15:21:39.276901
Poor
No
Rarely
Condo
1,233
34,538
34
Male
3,142
Single
null
PhD
Employed
44.098437
Suburban
Basic
0
16
557
8
2022-04-10 15:21:39.147735
Poor
Yes
Weekly
Condo
2,047
34,539
57
Male
817
Divorced
3
High School
Self-Employed
19.812996
Suburban
Basic
0
17
632
9
2020-06-01 15:21:39.134960
Poor
No
Daily
House
2,037
34,540
41
Male
21,530
Single
2
High School
null
37.745546
Urban
Premium
1
14
516
1
2020-07-05 15:21:39.260856
Good
No
Rarely
Apartment
1,486
34,541
20
Female
43,430
Married
4
PhD
null
44.839299
Rural
Premium
1
15
574
8
2024-04-04 15:21:39.134960
Poor
No
Weekly
Condo
919
34,542
51
Female
11,588
Divorced
null
High School
Unemployed
50.524933
Suburban
Premium
0
13
713
2
2023-05-12 15:21:39.175719
Poor
No
Rarely
Condo
904
34,543
58
Female
null
Single
2
PhD
null
28.096014
Suburban
Comprehensive
0
5
363
8
2021-07-04 15:21:39.091080
Average
No
Daily
House
1,318
34,544
32
Male
23,212
Divorced
0
PhD
null
13.26259
Suburban
Basic
0
15
796
5
2019-11-02 15:21:39.155231
Good
Yes
Daily
Apartment
1,452
34,545
27
Male
27,430
Divorced
1
Master's
null
37.170775
Urban
Comprehensive
0
6
null
1
2020-04-25 15:21:39.177724
Poor
No
Daily
Condo
605
34,546
28
Female
30,997
Married
null
Bachelor's
null
13.581352
Suburban
Premium
null
9
788
9
2021-09-15 15:21:39.134960
Poor
Yes
Daily
Condo
2,085
34,547
44
Male
627
null
0
Bachelor's
Unemployed
10.752511
Suburban
Basic
1
0
528
9
2022-10-14 15:21:39.223901
Good
No
Daily
Condo
2,320
34,548
54
Male
16,275
Married
4
PhD
Employed
10.72334
Urban
Premium
2
5
735
2
2021-04-10 15:21:39.237118
Good
Yes
Daily
Apartment
104
34,549
61
Male
93,489
Divorced
3
PhD
null
36.678083
Rural
Comprehensive
1
16
310
4
2022-12-02 15:21:39.155231
Average
No
Rarely
Condo
1,251
34,550
26
Female
null
Married
0
Master's
Unemployed
33.36267
Suburban
Comprehensive
null
13
617
7
2019-10-08 15:21:39.288099
Average
Yes
Daily
Condo
36
34,551
52
Male
2,711
Divorced
1
Master's
null
39.174536
Suburban
Comprehensive
0
0
395
3
2020-10-02 15:21:39.097737
Average
Yes
Monthly
House
101
34,552
26
Female
73,629
Single
1
High School
Self-Employed
4.16593
Suburban
Premium
2
9
642
6
2021-04-21 15:21:39.155231
Average
No
Monthly
Apartment
24
34,553
44
Female
4,825
Divorced
0
High School
Unemployed
22.977644
Suburban
Premium
2
19
806
6
2020-08-05 15:21:39.237118
Good
Yes
Daily
House
1,123
34,554
51
Female
102,681
Divorced
2
Bachelor's
Employed
28.01133
Urban
Basic
2
14
776
2
2020-06-14 15:21:39.290098
Poor
No
Monthly
House
255
34,555
40
Male
39,572
Married
0
High School
Employed
42.233658
Urban
Comprehensive
1
2
513
5
2023-05-07 15:21:39.155231
Average
No
Monthly
House
219
34,556
43
Male
57,934
Married
4
Bachelor's
Self-Employed
41.944465
Suburban
Comprehensive
null
16
310
1
2023-01-02 15:21:39.170099
Poor
No
Monthly
Apartment
755
34,557
35
Female
103,901
Single
1
Master's
Self-Employed
44.644462
Urban
Basic
null
5
408
9
2022-07-25 15:21:39.091080
Average
Yes
Rarely
House
25
34,558
38
Male
17,557
Divorced
4
PhD
Unemployed
44.155977
Rural
Premium
0
1
null
1
2022-09-23 15:21:39.251142
Good
Yes
Monthly
Apartment
491
34,559
43
Male
39,275
Single
3
Bachelor's
null
23.55176
Rural
Basic
null
7
834
7
2020-08-07 15:21:39.115178
Good
Yes
Monthly
Condo
3,243
34,560
45
Male
28,682
Single
null
High School
Self-Employed
44.818573
Suburban
Premium
null
7
845
9
2021-08-31 15:21:39.266452
Average
No
Monthly
House
591
34,561
64
Female
77,016
Married
1
PhD
Unemployed
28.977379
Suburban
Basic
1
14
null
6
2022-05-19 15:21:39.098696
Average
Yes
Weekly
House
144
34,562
60
Female
1,369
Divorced
3
PhD
Self-Employed
19.597818
Urban
Basic
null
1
843
3
2023-05-31 15:21:39.092127
Good
Yes
Weekly
House
23
34,563
32
Female
16,860
Single
3
Master's
null
17.922169
Suburban
Premium
0
8
628
9
2022-07-22 15:21:39.130190
null
No
Monthly
Condo
811
34,564
28
Male
12,098
Single
3
PhD
Unemployed
32.379987
Suburban
Comprehensive
0
3
482
5
2022-05-30 15:21:39.251142
null
No
Weekly
Condo
1,230
34,565
20
Male
35,297
Single
1
High School
null
50.461887
Suburban
Comprehensive
0
12
607
8
2023-09-25 15:21:39.265513
null
No
Weekly
Condo
940
34,566
22
Male
30,352
Single
0
PhD
Unemployed
null
Rural
Comprehensive
0
2
810
9
2024-01-07 15:21:39.261856
Good
Yes
Monthly
Apartment
981
34,567
42
Male
20,360
Single
0
PhD
Employed
33.873256
Suburban
Comprehensive
1
3
799
1
2023-10-11 15:21:39.201446
Average
No
Weekly
Apartment
646
34,568
53
Male
2,879
Married
2
Bachelor's
Unemployed
33.977434
Urban
Basic
null
14
747
1
2020-09-11 15:21:39.155231
null
No
Weekly
Apartment
564
34,569
45
Male
3,078
Married
3
PhD
Unemployed
34.770076
Urban
Basic
null
9
787
9
2021-09-14 15:21:39.172097
Poor
Yes
Daily
House
32
34,570
39
Male
27,275
Married
1
High School
Employed
52.8689
Suburban
Comprehensive
2
14
null
1
2021-07-20 15:21:39.177724
Average
No
Monthly
Condo
966
34,571
21
Female
26,200
Single
2
Master's
Unemployed
42.668064
Rural
Comprehensive
null
1
589
6
2024-05-28 15:21:39.233485
Poor
No
Monthly
Condo
1,943
34,572
25
Female
8,768
Married
2
Bachelor's
Employed
29.08782
Rural
Comprehensive
0
3
543
5
2023-08-14 15:21:39.165120
Average
No
Daily
Condo
815
34,573
43
Female
36,759
Single
0
Master's
Employed
19.354568
Rural
Premium
null
13
553
8
2021-03-17 15:21:39.128286
Good
No
Monthly
House
785
34,574
22
Male
54,518
Single
4
Bachelor's
Self-Employed
12.844156
Urban
Premium
1
7
438
1
2022-05-05 15:21:39.134960
Average
Yes
Weekly
House
3,870
34,575
57
Female
35,192
null
3
PhD
Self-Employed
7.715897
Urban
Premium
1
12
null
2
2024-06-18 15:21:39.226954
Average
No
Rarely
House
1,059
34,576
27
Female
34,975
Divorced
4
Bachelor's
null
29.056765
Urban
Comprehensive
0
7
null
7
2023-06-14 15:21:39.090124
Average
No
Rarely
House
1,167
34,577
23
Male
10,157
Divorced
1
Master's
null
34.684801
Rural
Premium
1
18
803
7
2021-02-26 15:21:39.087123
Average
Yes
Monthly
Condo
1,603
34,578
57
Female
25,720
Single
3
Master's
Self-Employed
35.556488
Suburban
Basic
0
5
null
8
2022-12-19 15:21:39.168099
null
No
Daily
Condo
828
34,579
28
Male
1,055
Married
0
Bachelor's
Employed
18.914077
Urban
Basic
1
19
407
5
2020-06-02 15:21:39.155231
Poor
Yes
Rarely
House
1,765
34,580
47
Female
8,103
Married
0
High School
Self-Employed
14.927921
Urban
Basic
1
10
630
6
2023-04-01 15:21:39.214388
Good
No
Monthly
House
1,063
34,581
40
Female
4,870
Divorced
4
Master's
Unemployed
18.948972
Urban
Basic
2
4
635
6
2023-08-15 15:21:39.079128
Average
No
Rarely
Condo
29
34,582
45
Male
16,087
Married
3
PhD
Employed
20.710731
Urban
Comprehensive
1
8
688
6
2020-12-28 15:21:39.148733
Poor
No
Rarely
Apartment
2,206
34,583
34
Female
16,079
Single
2
PhD
Employed
34.12128
Urban
Basic
null
14
587
1
2024-01-05 15:21:39.236064
Average
Yes
Monthly
House
577
34,584
63
Female
19,706
Married
1
PhD
Unemployed
28.957951
Urban
Premium
1
3
736
7
2022-04-09 15:21:39.124659
Average
Yes
Weekly
Condo
1,693
34,585
32
Male
3,531
Married
4
Master's
Employed
31.151211
Urban
Premium
2
6
544
6
2021-11-10 15:21:39.204790
Good
No
Rarely
House
1,186
34,586
38
Female
8,071
Married
0
Master's
null
46.751668
Suburban
Comprehensive
1
5
609
4
2023-05-06 15:21:39.231531
Average
Yes
Daily
House
671
34,587
60
Female
63,771
Married
0
PhD
Self-Employed
37.028979
Rural
Premium
null
12
402
6
2023-05-02 15:21:39.184157
Poor
Yes
Weekly
House
2,416
34,588
23
Female
11,018
Married
0
Master's
null
34.123549
Suburban
Comprehensive
null
11
672
6
2022-12-24 15:21:39.194829
Poor
No
Rarely
Apartment
1,233
34,589
55
Male
31,316
Divorced
null
PhD
null
22.397849
Rural
Basic
4
5
709
4
2022-02-24 15:21:39.233998
Good
No
Rarely
Apartment
746
34,590
37
Female
null
Married
3
High School
null
14.904452
Urban
Basic
0
16
825
1
2020-06-24 15:21:39.192212
Good
Yes
Monthly
Apartment
397
34,591
33
Female
93,745
Single
3
PhD
null
20.184915
Suburban
Premium
1
0
591
2
2021-01-27 15:21:39.261856
Poor
No
Daily
House
115
34,592
44
Male
11,530
Single
4
High School
null
36.856003
Rural
Comprehensive
0
2
null
7
2024-01-07 15:21:39.155231
Average
No
Weekly
Condo
1,856
34,593
60
Male
44,230
Single
1
PhD
Unemployed
33.994595
Rural
Premium
1
11
578
5
2023-02-11 15:21:39.206847
Good
No
Rarely
Condo
2,750
34,594
43
Female
1,753
Single
4
Bachelor's
Unemployed
35.764379
Urban
Premium
0
0
null
4
2019-08-26 15:21:39.237118
Average
Yes
Monthly
Apartment
1,838
34,595
61
Male
35,178
Single
4
High School
null
23.912678
Rural
Basic
1
13
584
8
2021-10-16 15:21:39.112553
Good
No
Rarely
House
910
34,596
59
Male
824
Single
2
PhD
Employed
21.704901
Rural
Premium
null
3
null
9
2023-12-25 15:21:39.095696
Average
Yes
Rarely
House
3,381
34,597
38
Female
55,880
Single
4
High School
Employed
30.748908
Suburban
Premium
null
6
491
5
2023-05-09 15:21:39.155231
Poor
No
Daily
House
119
34,598
48
Female
44,928
Married
2
High School
null
19.672092
Rural
Comprehensive
null
5
572
9
2020-06-30 15:21:39.237118
Poor
Yes
Monthly
Apartment
583
34,599
21
Female
125,027
Single
1
Master's
Employed
25.766991
Suburban
Comprehensive
1
7
391
9
2023-06-11 15:21:39.237118
Average
No
Weekly
Apartment
571