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
1,194,600
51
Male
6,897
Single
2
PhD
Self-Employed
32.184862
Rural
Basic
null
15
534
3
2024-03-05 15:21:39.134960
Average
Yes
Daily
Condo
1,270
1,194,601
49
Male
29,080
Single
null
PhD
null
23.828801
Suburban
Basic
0
18
698
4
2020-11-19 15:21:39.211806
Good
Yes
Weekly
Condo
698
1,194,602
34
Female
1,334
Divorced
2
High School
Self-Employed
13.547219
Suburban
Premium
0
14
497
7
2023-09-14 15:21:39.128286
Good
No
Weekly
House
720
1,194,603
43
Male
1,495
Divorced
2
PhD
null
5.56566
Rural
Premium
null
11
742
1
2021-11-28 15:21:39.134960
Good
No
Daily
House
3,235
1,194,604
25
Male
63,534
Divorced
2
Master's
Unemployed
26.078204
Suburban
Basic
1
4
491
5
2021-03-28 15:21:39.237118
Average
No
Rarely
House
2,164
1,194,605
29
Male
29,593
Divorced
2
Bachelor's
null
34.793579
Suburban
Basic
0
16
644
1
2021-12-03 15:21:39.126661
Poor
No
Weekly
Apartment
1,707
1,194,606
18
Female
1,104
Single
4
PhD
Unemployed
29.73465
Rural
Comprehensive
null
7
388
1
2020-07-15 15:21:39.151732
Poor
No
Monthly
Condo
2,145
1,194,607
56
Male
10,128
Married
2
PhD
Self-Employed
null
Suburban
Basic
null
10
719
2
2020-08-25 15:21:39.283783
null
Yes
Rarely
Apartment
1,140
1,194,608
21
Male
29,350
Single
2
High School
null
22.81328
Urban
Basic
1
8
632
3
2023-09-23 15:21:39.081504
Average
Yes
Daily
Condo
1,219
1,194,609
61
Female
24,226
Single
4
Bachelor's
null
7.948066
Rural
Comprehensive
2
0
838
2
2022-05-22 15:21:39.155231
Average
No
Rarely
Condo
489
1,194,610
60
Male
5,512
Divorced
4
High School
null
35.826955
Urban
Comprehensive
2
7
null
2
2022-04-06 15:21:39.233998
Average
No
Monthly
House
965
1,194,611
59
Male
9,288
Married
1
Master's
null
16.717675
Rural
Premium
0
5
678
5
2021-07-09 15:21:39.253660
Poor
Yes
Rarely
Apartment
879
1,194,612
62
Female
2,637
Single
2
Bachelor's
null
17.85726
Urban
Basic
0
17
null
6
2019-11-02 15:21:39.134960
Poor
Yes
Weekly
Apartment
25
1,194,613
30
Female
1,808
Single
2
Master's
Self-Employed
null
Urban
Premium
null
13
531
6
2020-11-30 15:21:39.134960
Average
No
Rarely
House
648
1,194,614
50
Male
37,398
Divorced
4
PhD
Self-Employed
31.56578
Suburban
Basic
null
9
781
1
2022-03-07 15:21:39.124659
Average
No
Daily
House
516
1,194,615
56
Female
4,535
Married
3
High School
null
49.97225
Rural
Comprehensive
0
7
603
3
2023-08-30 15:21:39.281787
Average
Yes
Weekly
Condo
2,249
1,194,616
18
Male
1,676
Married
4
Bachelor's
null
33.456915
Rural
Comprehensive
2
3
707
5
2024-06-13 15:21:39.134960
Poor
Yes
Monthly
House
1,513
1,194,617
46
Female
15,619
Single
2
PhD
null
17.098906
Rural
Basic
2
2
364
3
2021-08-09 15:21:39.196387
Poor
No
Monthly
Condo
573
1,194,618
53
Male
3,997
Married
4
Bachelor's
Self-Employed
null
Rural
Premium
null
5
447
1
2023-08-31 15:21:39.155231
Poor
No
Monthly
Condo
825
1,194,619
58
Male
6,939
Single
3
Master's
null
11.392949
Rural
Premium
null
1
null
5
2024-08-02 15:21:39.214388
Average
Yes
Rarely
Apartment
1,611
1,194,620
43
Female
133,624
Married
2
High School
Unemployed
12.944887
Urban
Basic
3
0
405
3
2020-03-15 15:21:39.206847
Poor
Yes
Rarely
Condo
24
1,194,621
51
Male
6,927
Married
null
PhD
Employed
20.534785
Suburban
Premium
1
11
null
8
2024-06-05 15:21:39.220389
Good
Yes
Monthly
Apartment
434
1,194,622
42
Male
14,084
Divorced
0
PhD
Self-Employed
20.168541
Suburban
Premium
1
14
678
7
2023-05-17 15:21:39.134960
Poor
No
Rarely
Condo
792
1,194,623
62
Female
38,263
Married
1
PhD
Unemployed
19.92033
Rural
Comprehensive
0
3
638
4
2022-03-14 15:21:39.084065
Good
Yes
Rarely
Apartment
590
1,194,624
38
Male
30,650
Single
1
Master's
Unemployed
23.945782
Rural
Premium
null
5
621
9
2023-09-16 15:21:39.126661
Good
Yes
Daily
House
861
1,194,625
43
Male
86,243
Married
2
High School
Self-Employed
15.958232
Urban
Premium
0
11
415
6
2021-04-27 15:21:39.283783
Good
No
Rarely
Apartment
280
1,194,626
51
Male
55,222
Married
4
PhD
Employed
null
Suburban
Premium
1
0
767
1
2021-07-23 15:21:39.172097
Average
No
Daily
Condo
39
1,194,627
35
Male
45,931
Single
3
Master's
Employed
15.771834
Urban
Comprehensive
null
3
562
7
2023-07-11 15:21:39.134960
Poor
No
Monthly
Condo
921
1,194,628
28
Female
39,644
Single
4
Master's
null
31.838861
Rural
Comprehensive
null
4
743
7
2021-01-16 15:21:39.281787
Average
Yes
Rarely
Apartment
631
1,194,629
55
Female
56,597
Married
3
Bachelor's
Unemployed
35.816403
Suburban
Basic
1
14
401
5
2023-02-12 15:21:39.134960
Good
Yes
Rarely
Condo
1,419
1,194,630
53
Female
2,932
Divorced
3
Master's
null
45.602714
Rural
Premium
1
3
816
4
2024-02-21 15:21:39.245086
Average
No
Weekly
House
2,562
1,194,631
46
Female
2,592
Divorced
3
PhD
Self-Employed
48.667836
Rural
Basic
0
9
559
3
2019-09-13 15:21:39.095696
Poor
No
Weekly
Apartment
447
1,194,632
38
Female
30,228
Divorced
1
Master's
Self-Employed
28.764295
Urban
Comprehensive
0
19
482
5
2022-05-03 15:21:39.134960
Good
No
Weekly
Apartment
1,419
1,194,633
35
Female
50,992
Single
1
Master's
Self-Employed
5.652636
Urban
Comprehensive
2
18
578
8
2022-08-25 15:21:39.122134
Poor
No
Weekly
Apartment
2,114
1,194,634
62
Male
32,727
Single
0
Bachelor's
Employed
21.907742
Suburban
Premium
1
11
718
7
2023-01-30 15:21:39.106582
null
No
Monthly
Apartment
41
1,194,635
38
Male
6,817
Married
0
Bachelor's
Self-Employed
39.811779
Rural
Comprehensive
2
0
484
3
2021-04-15 15:21:39.257696
Average
No
Daily
Condo
1,245
1,194,636
44
Male
24,892
Married
1
Bachelor's
null
12.844156
Rural
Premium
null
7
461
5
2021-07-02 15:21:39.185215
Good
Yes
Monthly
House
812
1,194,637
45
Male
8,497
Single
4
PhD
null
27.888739
Urban
Basic
null
2
773
2
2022-04-03 15:21:39.097737
Poor
No
Monthly
House
623
1,194,638
46
Male
27,982
Married
1
PhD
Unemployed
18.964493
Rural
Premium
1
0
626
4
2022-10-13 15:21:39.204790
Good
No
Weekly
Apartment
1,743
1,194,639
59
Male
30,149
Single
1
Master's
Employed
25.084231
Suburban
Comprehensive
null
14
null
2
2023-04-27 15:21:39.122134
Poor
Yes
Weekly
House
301
1,194,640
49
Male
127,581
Married
1
Bachelor's
Unemployed
26.637741
Suburban
Comprehensive
5
7
562
8
2019-09-22 15:21:39.134960
Poor
Yes
Monthly
Apartment
4,811
1,194,641
18
Female
43,284
Married
0
PhD
Self-Employed
23.052076
Rural
Basic
null
19
800
6
2023-02-27 15:21:39.134960
null
No
Rarely
Apartment
563
1,194,642
64
Female
27,358
Divorced
0
PhD
Unemployed
18.372583
Urban
Comprehensive
null
10
830
1
2024-03-11 15:21:39.247098
Good
Yes
Monthly
Condo
2,121
1,194,643
64
Female
5,825
Single
2
PhD
Unemployed
38.856277
Suburban
Basic
0
0
704
3
2021-11-15 15:21:39.125660
Poor
Yes
Weekly
Condo
662
1,194,644
26
Male
43,949
Divorced
1
High School
Self-Employed
32.382467
Urban
Basic
2
0
301
9
2023-08-14 15:21:39.260856
Average
No
Weekly
Apartment
582
1,194,645
34
Male
128,975
Single
4
High School
Unemployed
24.247217
Suburban
Premium
1
8
431
8
2021-04-17 15:21:39.286113
Average
Yes
Daily
House
38
1,194,646
54
Female
5,050
Single
0
PhD
null
49.302536
Urban
Premium
0
15
577
7
2022-03-18 15:21:39.182597
Average
Yes
Rarely
House
434
1,194,647
60
Female
33,307
Single
4
High School
null
8.444318
Suburban
Comprehensive
null
15
783
4
2022-09-17 15:21:39.206847
Poor
Yes
Rarely
Condo
708
1,194,648
21
Female
1,215
Married
4
High School
Employed
17.836543
Urban
Basic
1
9
null
5
2022-10-18 15:21:39.134960
null
No
Monthly
House
709
1,194,649
36
Female
null
Divorced
null
Bachelor's
Self-Employed
45.716014
Rural
Comprehensive
2
13
558
3
2022-01-06 15:21:39.201446
Poor
Yes
Daily
Condo
66
1,194,650
22
Female
24,245
Married
1
PhD
Employed
26.878693
Rural
Basic
null
16
758
1
2022-05-26 15:21:39.266452
Good
No
Monthly
House
1,943
1,194,651
42
Male
25,802
Divorced
1
Bachelor's
null
30.959421
Rural
Basic
1
8
815
3
2022-09-06 15:21:39.180553
Average
No
Monthly
Condo
1,314
1,194,652
31
Female
14,098
Single
1
Master's
Unemployed
6.977312
Rural
Premium
0
12
null
2
2021-11-26 15:21:39.226954
Good
No
Rarely
Apartment
1,410
1,194,653
49
Male
39,058
Divorced
3
Bachelor's
Employed
16.638963
Urban
Basic
null
4
682
2
2022-04-14 15:21:39.134960
Good
No
Weekly
Condo
1,448
1,194,654
26
Female
46,838
Married
1
PhD
Self-Employed
22.243955
Rural
Premium
null
0
483
9
2022-04-30 15:21:39.253660
Poor
Yes
Rarely
Apartment
2,557
1,194,655
30
Male
44,302
Divorced
0
PhD
Employed
26.420181
Suburban
Basic
0
2
null
9
2024-01-27 15:21:39.185215
Average
No
Daily
Condo
597
1,194,656
null
Female
122,499
Single
0
High School
Employed
16.275042
Urban
Basic
0
0
671
3
2023-04-15 15:21:39.175719
Good
No
Daily
Apartment
232
1,194,657
63
Female
58,857
Single
0
PhD
null
32.583636
Suburban
Comprehensive
0
19
350
9
2022-12-29 15:21:39.134960
Average
No
Rarely
House
48
1,194,658
32
Female
45,161
Married
4
Bachelor's
Self-Employed
null
Suburban
Comprehensive
null
12
783
9
2020-08-09 15:21:39.134960
Average
No
Daily
Condo
719
1,194,659
28
Male
18,703
Married
4
High School
Self-Employed
20.277208
Urban
Basic
null
18
311
3
2021-09-04 15:21:39.216387
Poor
Yes
Daily
Apartment
2,108
1,194,660
null
Male
6,054
Divorced
3
Bachelor's
Self-Employed
26.016877
Urban
Premium
0
19
788
4
2022-11-07 15:21:39.226954
Average
Yes
Monthly
Apartment
873
1,194,661
21
Male
5,057
Divorced
0
Bachelor's
null
41.041978
Rural
Premium
0
8
417
9
2020-06-22 15:21:39.170099
Good
Yes
Daily
Apartment
20
1,194,662
64
Male
141,904
Divorced
1
PhD
Unemployed
44.12682
Rural
Premium
0
11
380
9
2021-07-10 15:21:39.096739
Good
Yes
Weekly
Condo
3,765
1,194,663
42
Female
null
Divorced
4
PhD
Self-Employed
31.826172
Rural
Premium
2
4
365
2
2022-05-27 15:21:39.170099
Good
No
Daily
Condo
365
1,194,664
23
Male
25,961
Married
4
Master's
null
12.590169
Suburban
Basic
0
15
647
9
2020-08-04 15:21:39.155231
Average
No
Monthly
Apartment
1,710
1,194,665
61
Female
4,532
Single
3
Master's
Employed
8.917324
Urban
Comprehensive
null
7
779
2
2022-02-19 15:21:39.164044
Poor
Yes
Weekly
Apartment
2,114
1,194,666
47
Male
32,456
Married
3
Master's
Unemployed
28.859333
Rural
Premium
null
16
791
2
2023-11-17 15:21:39.175719
Average
Yes
Weekly
Apartment
811
1,194,667
58
Female
18,775
Married
null
PhD
Unemployed
32.50562
Rural
Comprehensive
1
15
707
8
2021-09-14 15:21:39.193945
Good
Yes
Monthly
House
707
1,194,668
19
Male
40,612
Married
2
Bachelor's
Employed
null
Suburban
Premium
1
4
null
4
2021-08-09 15:21:39.274993
Average
Yes
Rarely
Condo
1,637
1,194,669
27
Male
63,930
Divorced
null
Bachelor's
Unemployed
21.823792
Suburban
Premium
1
3
619
2
2021-09-21 15:21:39.231531
Average
Yes
Monthly
Condo
3,977
1,194,670
23
Female
16,479
Married
1
High School
null
19.149831
Rural
Basic
null
9
556
6
2024-05-08 15:21:39.194829
Average
Yes
Daily
Condo
1,959
1,194,671
58
Male
40,819
Divorced
3
Master's
Employed
28.828106
Urban
Premium
null
5
687
9
2021-07-19 15:21:39.220389
Average
No
Daily
House
1,492
1,194,672
32
Female
4,929
Divorced
0
High School
Self-Employed
13.078145
Rural
Premium
2
9
351
2
2021-07-04 15:21:39.280784
Good
No
Rarely
Condo
504
1,194,673
62
Male
46,634
Divorced
2
High School
Employed
44.81911
Urban
Premium
0
15
719
5
2022-07-10 15:21:39.093681
Average
Yes
Daily
Condo
132
1,194,674
null
Female
20,985
Divorced
0
PhD
null
7.936659
Rural
Comprehensive
null
10
null
9
2023-12-05 15:21:39.255696
Average
Yes
Monthly
House
1,542
1,194,675
21
Male
44,943
Single
2
High School
Self-Employed
17.891812
Suburban
Comprehensive
null
2
541
1
2022-11-07 15:21:39.080440
Poor
Yes
Weekly
Apartment
1,048
1,194,676
30
Male
16,101
Single
3
Master's
null
7.354519
Rural
Premium
null
9
669
3
2024-04-08 15:21:39.237118
Average
Yes
Daily
Condo
2,485
1,194,677
44
Male
20,894
Married
null
Master's
Employed
48.07795
Suburban
Comprehensive
2
5
698
9
2023-11-09 15:21:39.155231
Average
No
Rarely
Condo
2,512
1,194,678
57
Female
5,854
Single
3
Master's
Employed
28.012969
Urban
Premium
null
17
455
3
2024-02-25 15:21:39.282785
Average
No
Weekly
House
1,585
1,194,679
52
Female
6,094
Single
0
PhD
null
21.14659
Urban
Premium
0
9
582
7
2021-01-28 15:21:39.265513
Average
Yes
Daily
Apartment
1,802
1,194,680
29
Male
102,638
Divorced
1
Master's
Unemployed
51.430312
Urban
Basic
2
1
671
4
2023-05-24 15:21:39.172097
Good
No
Weekly
Condo
1,341
1,194,681
62
Female
12,601
Divorced
4
High School
Self-Employed
29.849695
Urban
Basic
1
14
422
7
2024-02-16 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,857
1,194,682
27
Female
119,017
Married
null
High School
null
36.674062
Suburban
Premium
1
16
367
8
2022-08-05 15:21:39.274993
Good
Yes
Rarely
Condo
1,823
1,194,683
36
Female
28,761
Married
1
PhD
null
37.997629
Rural
Basic
1
19
795
6
2020-09-02 15:21:39.288099
Poor
Yes
Daily
Apartment
832
1,194,684
31
Male
20,495
Single
0
Master's
null
16.55607
Suburban
Premium
2
12
439
6
2024-02-12 15:21:39.134960
Good
Yes
Rarely
Apartment
1,166
1,194,685
51
Male
38,161
Divorced
1
Bachelor's
Employed
27.38016
Suburban
Comprehensive
null
19
742
4
2020-05-27 15:21:39.201446
Good
Yes
Monthly
Apartment
523
1,194,686
58
Male
634
Single
null
High School
Unemployed
null
Urban
Comprehensive
1
1
522
9
2022-09-14 15:21:39.120168
Average
Yes
Weekly
Condo
868
1,194,687
20
Female
18,095
Married
0
Bachelor's
Unemployed
null
Urban
Premium
0
11
609
1
2020-02-18 15:21:39.090124
Good
No
Rarely
Condo
819
1,194,688
28
Female
null
Divorced
0
Master's
null
9.966974
Suburban
Basic
4
4
798
7
2020-11-16 15:21:39.155231
Poor
Yes
Weekly
Apartment
2,222
1,194,689
24
Male
58,332
Married
1
PhD
Self-Employed
25.802402
Suburban
Basic
2
19
443
1
2020-06-24 15:21:39.184157
Poor
Yes
Rarely
Apartment
1,521
1,194,690
33
Female
36,555
Married
0
High School
Employed
16.9975
Suburban
Basic
1
2
719
5
2022-11-11 15:21:39.082499
Good
Yes
Monthly
House
476
1,194,691
21
Female
null
Married
3
High School
Employed
15.149865
Suburban
Basic
1
4
442
5
2024-05-23 15:21:39.152732
Good
Yes
Monthly
Condo
2,122
1,194,692
43
Female
49,062
Divorced
3
Master's
null
45.724942
Suburban
Premium
2
1
424
2
2024-02-08 15:21:39.272456
Good
Yes
Weekly
Condo
651
1,194,693
49
Male
2,315
Married
2
High School
null
7.939245
Rural
Premium
2
3
492
5
2021-10-16 15:21:39.106582
Good
No
Monthly
House
695
1,194,694
43
Female
38,982
Single
2
High School
Employed
17.876207
Suburban
Basic
1
19
465
5
2022-09-10 15:21:39.102694
Poor
Yes
Weekly
Condo
815
1,194,695
50
Female
10,052
Divorced
0
High School
null
37.944105
Urban
Premium
0
5
686
3
2022-02-24 15:21:39.177724
Good
No
Rarely
Apartment
1,179
1,194,696
42
Male
13,748
Divorced
4
Master's
Unemployed
39.936267
Urban
Comprehensive
0
16
477
2
2021-08-23 15:21:39.134960
Good
Yes
Monthly
Apartment
870
1,194,697
null
Male
26,667
Married
null
Master's
null
46.936144
Suburban
Basic
1
8
null
7
2020-03-04 15:21:39.164044
null
Yes
Weekly
House
703
1,194,698
44
Male
3,770
Divorced
3
PhD
Self-Employed
47.703878
Suburban
Comprehensive
0
19
838
8
2020-01-10 15:21:39.274993
Poor
Yes
Weekly
House
3,125
1,194,699
48
Male
93,657
Married
1
Master's
null
45.638361
Rural
Comprehensive
null
11
456
3
2023-07-03 15:21:39.155231
Average
No
Daily
Condo
1,740