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
1,197,600
24
Female
3,556
Divorced
3
High School
null
16.891508
Rural
Premium
1
18
339
1
2023-01-04 15:21:39.182597
Average
No
Daily
Apartment
351
1,197,601
52
Male
24,863
Married
3
PhD
Employed
31.45608
Rural
Premium
0
10
544
1
2024-01-22 15:21:39.134960
Average
No
Rarely
Apartment
593
1,197,602
32
Male
33,132
Divorced
3
High School
Unemployed
40.724655
Urban
Basic
1
0
678
3
2021-06-03 15:21:39.096739
Poor
No
Rarely
House
2,045
1,197,603
53
Female
1,668
Divorced
2
Bachelor's
Unemployed
null
Urban
Basic
null
7
null
1
2022-05-07 15:21:39.134960
Average
Yes
Weekly
Apartment
806
1,197,604
42
Male
28,863
Single
4
PhD
Self-Employed
11.569659
Suburban
Comprehensive
2
19
null
5
2023-11-25 15:21:39.180553
null
Yes
Rarely
Apartment
1,328
1,197,605
36
Female
null
Divorced
1
PhD
null
26.766404
Suburban
Basic
null
4
347
4
2022-11-21 15:21:39.155231
Poor
Yes
Weekly
Condo
890
1,197,606
52
Male
58,822
Married
4
Bachelor's
Self-Employed
42.256814
Urban
Basic
0
11
394
5
2022-04-01 15:21:39.098696
Average
No
Weekly
Apartment
1,059
1,197,607
55
Female
49,724
Married
2
Bachelor's
null
40.580435
Urban
Basic
2
5
803
6
2023-08-19 15:21:39.206847
Poor
Yes
Rarely
House
3,544
1,197,608
60
Female
69
Single
3
PhD
Self-Employed
36.927079
Rural
Premium
0
3
null
8
2022-03-17 15:21:39.155231
Average
Yes
Rarely
Condo
547
1,197,609
33
Female
46,772
Married
2
High School
Self-Employed
36.678054
Rural
Basic
2
17
482
9
2022-02-06 15:21:39.111551
null
Yes
Rarely
Condo
806
1,197,610
45
Male
29,460
Single
1
Master's
Unemployed
13.141829
Urban
Premium
2
16
696
9
2023-04-28 15:21:39.146733
Good
Yes
Rarely
Apartment
574
1,197,611
38
Female
16,091
Divorced
3
High School
Employed
20.623433
Suburban
Basic
0
3
400
8
2020-10-01 15:21:39.222387
Good
Yes
Monthly
House
726
1,197,612
40
Female
27,950
Divorced
2
PhD
Employed
34.859464
Suburban
Premium
null
1
602
6
2024-05-28 15:21:39.288099
Average
Yes
Monthly
Condo
1,004
1,197,613
38
Female
28,584
Married
0
Bachelor's
null
13.94569
Rural
Comprehensive
null
10
565
9
2020-03-29 15:21:39.179186
Poor
No
Rarely
House
1,744
1,197,614
18
Female
120,900
Divorced
1
PhD
null
38.07507
Urban
Comprehensive
1
2
437
5
2019-11-13 15:21:39.236064
Poor
Yes
Daily
Condo
50
1,197,615
51
Male
52,788
Married
null
High School
Employed
14.769544
Suburban
Premium
null
14
419
2
2020-10-31 15:21:39.208842
Good
No
Monthly
Apartment
2,268
1,197,616
59
Female
24,886
Single
1
High School
Unemployed
16.619455
Suburban
Basic
1
2
null
9
2024-06-25 15:21:39.196387
Average
Yes
Rarely
House
1,273
1,197,617
55
Female
4,769
Single
4
PhD
Self-Employed
19.091397
Rural
Comprehensive
0
4
766
3
2023-05-21 15:21:39.107553
Average
No
Weekly
Condo
107
1,197,618
18
Female
111,055
Married
2
Master's
null
35.988692
Urban
Premium
2
0
727
6
2023-02-26 15:21:39.173834
null
Yes
Rarely
Apartment
1,253
1,197,619
29
Female
28,791
null
2
Master's
null
19.596744
Suburban
Comprehensive
0
19
705
8
2020-03-05 15:21:39.237118
Average
No
Monthly
Condo
1,071
1,197,620
null
Male
1,035
Single
0
Bachelor's
Self-Employed
38.636263
Rural
Comprehensive
1
3
542
4
2022-11-28 15:21:39.245086
null
Yes
Weekly
Condo
1,375
1,197,621
26
Male
139,907
Married
1
PhD
Unemployed
35.959582
Suburban
Comprehensive
0
5
444
6
2023-03-19 15:21:39.166062
Poor
No
Monthly
House
394
1,197,622
39
Female
51,773
Divorced
3
High School
Self-Employed
49.293743
Rural
Premium
2
8
438
4
2023-07-01 15:21:39.104139
Good
Yes
Daily
Condo
1,756
1,197,623
25
Female
25,247
Married
0
Bachelor's
null
18.649713
Suburban
Comprehensive
1
17
725
4
2019-12-25 15:21:39.164044
Poor
No
Monthly
Condo
2,028
1,197,624
32
Male
26,344
null
3
Bachelor's
Unemployed
30.690777
Suburban
Comprehensive
0
2
null
4
2022-07-11 15:21:39.237118
null
Yes
Rarely
House
1,754
1,197,625
33
Female
5,812
null
1
PhD
Employed
5.078957
Rural
Comprehensive
0
8
307
3
2021-08-28 15:21:39.086123
Poor
No
Weekly
House
467
1,197,626
30
Male
2,683
Single
2
High School
null
17.946248
Rural
Basic
null
12
null
8
2019-09-23 15:21:39.134960
Good
Yes
Weekly
Apartment
1,824
1,197,627
46
Female
23,173
Divorced
3
PhD
Employed
46.818796
Urban
Premium
1
4
639
5
2021-05-09 15:21:39.134960
Poor
No
Rarely
Apartment
611
1,197,628
31
Female
30,174
Married
1
Bachelor's
Unemployed
5.69891
Urban
Basic
0
0
455
5
2020-05-01 15:21:39.237118
Good
No
Weekly
Apartment
722
1,197,629
21
Male
5,877
Divorced
1
High School
null
35.98988
Rural
Basic
null
16
552
3
2021-09-11 15:21:39.131192
Average
Yes
Weekly
Condo
1,553
1,197,630
38
Female
33,373
Divorced
2
High School
null
21.397987
Urban
Premium
1
2
610
3
2021-04-20 15:21:39.126661
Good
Yes
Daily
Apartment
1,220
1,197,631
44
Male
99,633
Single
2
Bachelor's
Self-Employed
33.696944
Urban
Comprehensive
1
0
490
6
2023-07-24 15:21:39.218388
Poor
Yes
Weekly
Condo
3,817
1,197,632
62
Male
19,766
Single
1
Bachelor's
null
39.629416
Suburban
Basic
null
4
825
1
2024-02-21 15:21:39.155231
Poor
No
Daily
House
562
1,197,633
29
Male
100,887
Single
3
Bachelor's
Unemployed
30.828349
Urban
Comprehensive
null
4
585
3
2019-09-01 15:21:39.221386
Good
No
Daily
House
2,497
1,197,634
33
Female
9,711
Single
3
Bachelor's
Unemployed
20.845221
Suburban
Premium
1
18
662
7
2022-06-07 15:21:39.177724
Good
No
Daily
Condo
879
1,197,635
33
Male
null
Divorced
null
Master's
null
18.366005
Suburban
Basic
null
9
303
5
2023-08-27 15:21:39.261856
Average
No
Monthly
Apartment
1,677
1,197,636
44
Male
3,716
Divorced
3
High School
null
6.924216
Suburban
Premium
1
1
null
7
2019-09-08 15:21:39.134960
Poor
Yes
Daily
House
1,744
1,197,637
47
Male
82,707
Single
2
Bachelor's
Employed
null
Urban
Premium
6
5
584
3
2020-12-07 15:21:39.182597
Good
Yes
Monthly
Apartment
744
1,197,638
43
Female
3,673
Single
0
Bachelor's
Unemployed
46.525819
Suburban
Premium
0
10
764
7
2020-11-10 15:21:39.167099
Good
No
Daily
Condo
216
1,197,639
34
Male
46,414
Divorced
4
Master's
Employed
37.694795
Rural
Basic
1
10
null
8
2020-06-16 15:21:39.166062
null
No
Weekly
Apartment
2,346
1,197,640
35
Female
27,365
Single
1
Bachelor's
Unemployed
7.001388
Urban
Premium
1
5
728
2
2022-11-02 15:21:39.282785
Good
No
Monthly
Condo
915
1,197,641
43
Female
null
Divorced
null
Bachelor's
Unemployed
13.929281
Rural
Premium
0
0
455
9
2023-06-13 15:21:39.187211
Average
Yes
Rarely
Condo
1,876
1,197,642
47
Male
43,832
Divorced
3
Bachelor's
Unemployed
16.897571
Rural
Basic
0
11
597
3
2020-08-22 15:21:39.155231
Average
Yes
Daily
Apartment
740
1,197,643
59
Female
26,177
Married
1
PhD
Employed
28.251144
Suburban
Basic
null
0
606
4
2019-08-19 15:21:39.148733
Average
No
Rarely
House
379
1,197,644
47
Female
24,892
Married
4
High School
null
24.857678
Suburban
Basic
1
12
732
1
2022-07-18 15:21:39.155231
Poor
No
Weekly
Condo
532
1,197,645
42
Male
24,862
Married
2
Master's
null
13.876249
Rural
Premium
null
0
549
3
2020-06-09 15:21:39.134960
Average
Yes
Rarely
Apartment
537
1,197,646
52
Male
25,554
Married
4
PhD
Self-Employed
31.414614
Rural
Premium
null
16
554
5
2020-03-27 15:21:39.170099
Poor
Yes
Daily
Condo
468
1,197,647
43
Male
21,387
null
1
Master's
Employed
16.240545
Rural
Comprehensive
null
19
835
1
2024-06-11 15:21:39.192212
Average
Yes
Weekly
Apartment
1,215
1,197,648
26
Male
93,851
Married
0
Bachelor's
Self-Employed
9.88576
Urban
Premium
1
19
489
9
2020-04-26 15:21:39.246098
Good
Yes
Daily
Apartment
43
1,197,649
37
Female
68,352
Single
4
Bachelor's
Employed
4.226884
Suburban
Premium
null
8
782
5
2022-06-12 15:21:39.274993
Poor
No
Weekly
Apartment
132
1,197,650
31
Male
40,262
Married
4
Master's
Unemployed
36.715278
Urban
Comprehensive
0
8
393
4
2021-08-25 15:21:39.146733
Poor
Yes
Monthly
Condo
689
1,197,651
21
Female
915
Single
2
High School
Unemployed
48.258469
Urban
Comprehensive
2
10
779
7
2023-12-27 15:21:39.154008
Poor
No
Weekly
Apartment
2,905
1,197,652
44
Female
1,066
Married
4
PhD
Self-Employed
null
Suburban
Basic
null
13
690
3
2023-11-05 15:21:39.155231
Poor
No
Weekly
House
1,033
1,197,653
61
Female
14,077
Married
1
Bachelor's
null
29.91939
Rural
Basic
0
4
706
9
2021-01-02 15:21:39.237118
Poor
Yes
Rarely
House
728
1,197,654
null
Female
102,975
Single
0
High School
Employed
13.859112
Rural
Premium
4
10
507
5
2022-02-23 15:21:39.276901
Average
No
Monthly
Apartment
542
1,197,655
37
Male
39,752
Married
3
PhD
Employed
44.233784
Suburban
Comprehensive
null
8
725
9
2022-01-09 15:21:39.134960
Good
Yes
Monthly
Apartment
2,228
1,197,656
64
Female
3,345
Married
3
Master's
Self-Employed
47.918079
Urban
Premium
3
4
507
9
2021-02-23 15:21:39.149731
Average
Yes
Rarely
Apartment
35
1,197,657
21
Male
31,006
Divorced
null
PhD
Unemployed
31.012226
Urban
Premium
null
11
377
8
2022-06-25 15:21:39.175719
Average
Yes
Monthly
Condo
2,105
1,197,658
31
Female
16,882
Single
2
Master's
null
18.817129
Urban
Basic
0
0
532
7
2022-05-19 15:21:39.092127
Good
Yes
Weekly
House
561
1,197,659
24
Female
1,027
Single
2
PhD
null
48.691647
Urban
Comprehensive
1
19
622
2
2023-08-15 15:21:39.252145
Good
Yes
Monthly
House
280
1,197,660
52
Male
29,377
Single
3
High School
Self-Employed
5.566112
Suburban
Basic
1
18
742
8
2023-03-09 15:21:39.228521
Poor
Yes
Rarely
Condo
511
1,197,661
22
Male
5,913
Married
2
Master's
Employed
15.898773
Urban
Premium
1
2
598
1
2024-07-14 15:21:39.172097
Poor
No
Monthly
Condo
881
1,197,662
58
Male
3,033
Single
3
High School
Self-Employed
34.590936
Suburban
Basic
null
5
833
1
2020-11-05 15:21:39.225916
Poor
Yes
Daily
House
2,585
1,197,663
36
Male
136,581
Married
1
High School
Unemployed
null
Urban
Basic
2
10
522
9
2024-06-22 15:21:39.155231
Good
Yes
Weekly
Apartment
1,825
1,197,664
40
Female
27,193
Single
0
Bachelor's
Unemployed
17.002687
Rural
Premium
3
17
467
3
2021-08-20 15:21:39.290098
Good
No
Weekly
Condo
1,209
1,197,665
61
Male
14,071
Married
4
High School
Self-Employed
35.695989
Suburban
Basic
1
12
542
7
2021-03-29 15:21:39.182597
Poor
No
Rarely
Apartment
1,546
1,197,666
36
Male
49,834
Single
3
Master's
Self-Employed
21.786677
Suburban
Comprehensive
null
4
null
7
2022-01-11 15:21:39.232526
Poor
No
Daily
Condo
261
1,197,667
56
Female
765
Divorced
3
Bachelor's
Self-Employed
5.874276
Suburban
Premium
1
4
762
3
2022-10-09 15:21:39.237118
Good
No
Rarely
Apartment
3,144
1,197,668
47
Male
21,369
Divorced
0
High School
Employed
40.121274
Urban
Basic
1
5
440
4
2023-09-21 15:21:39.169102
Average
Yes
Monthly
Condo
1,050
1,197,669
30
Female
14,094
Divorced
1
Master's
null
22.929214
Urban
Basic
null
4
791
3
2021-01-03 15:21:39.097737
Average
Yes
Daily
Condo
2,039
1,197,670
64
Female
null
Married
null
High School
Employed
46.189214
Urban
Basic
2
14
509
2
2019-12-02 15:21:39.108562
Poor
Yes
Rarely
Apartment
1,106
1,197,671
33
Female
9,056
Married
4
Master's
null
17.163036
Urban
Premium
1
15
746
8
2023-11-02 15:21:39.134960
Average
Yes
Monthly
House
3,923
1,197,672
22
Female
1,245
Single
4
Bachelor's
Self-Employed
25.934871
Suburban
Premium
0
15
776
5
2020-10-03 15:21:39.172097
null
No
Daily
House
1,317
1,197,673
27
Male
18,921
Divorced
4
High School
Employed
14.984074
Urban
Basic
null
8
null
4
2023-11-14 15:21:39.170099
Average
No
Rarely
Apartment
447
1,197,674
27
Female
76,977
Divorced
1
Master's
null
27.146937
Rural
Basic
3
11
718
7
2022-10-11 15:21:39.114118
Average
Yes
Weekly
Apartment
3,080
1,197,675
34
Female
17,121
Single
3
Master's
Self-Employed
11.656576
Suburban
Comprehensive
null
14
null
1
2023-08-13 15:21:39.231531
Good
No
Daily
House
2,656
1,197,676
37
Female
44,982
Divorced
0
High School
Unemployed
17.186948
Suburban
Basic
null
17
null
5
2023-01-24 15:21:39.087123
Poor
Yes
Daily
House
484
1,197,677
56
Female
16,155
Divorced
1
Bachelor's
Employed
13.58239
Urban
Basic
null
12
638
7
2022-12-02 15:21:39.283783
Good
Yes
Weekly
Apartment
703
1,197,678
40
Male
55,745
Married
1
Bachelor's
Self-Employed
37.6376
Suburban
Basic
1
15
308
1
2021-03-13 15:21:39.149731
Good
No
Rarely
Apartment
119
1,197,679
30
Female
6,077
Single
1
PhD
null
39.132744
Rural
Comprehensive
1
9
null
8
2022-09-10 15:21:39.172097
Average
No
Monthly
House
713
1,197,680
55
Male
34,642
Married
null
Bachelor's
Employed
22.078868
Urban
Premium
2
8
null
4
2021-07-19 15:21:39.192212
Good
Yes
Rarely
Condo
586
1,197,681
62
Female
3,735
Single
null
High School
Employed
32.691338
Suburban
Premium
1
8
null
1
2023-11-09 15:21:39.155231
null
Yes
Rarely
House
2,519
1,197,682
63
Male
43,820
Single
3
High School
null
null
Urban
Basic
null
8
727
8
2024-04-12 15:21:39.122134
Poor
No
Rarely
House
1,607
1,197,683
null
Female
38,212
Married
1
PhD
null
26.59419
Rural
Comprehensive
null
7
null
4
2023-02-06 15:21:39.152732
Poor
Yes
Monthly
Condo
1,090
1,197,684
40
Male
null
Divorced
null
Bachelor's
Unemployed
19.095441
Suburban
Basic
null
0
571
8
2022-06-06 15:21:39.278402
Average
Yes
Rarely
Condo
322
1,197,685
62
Male
2,789
Single
4
Master's
Self-Employed
null
Suburban
Basic
null
19
687
9
2024-07-05 15:21:39.134960
null
Yes
Rarely
House
685
1,197,686
38
Female
10,098
Divorced
3
Bachelor's
Unemployed
31.18136
Suburban
Premium
null
19
614
3
2021-01-19 15:21:39.155231
Good
Yes
Daily
Apartment
685
1,197,687
63
Male
39,079
Single
1
Bachelor's
Unemployed
11.766224
Suburban
Basic
null
11
733
3
2020-10-14 15:21:39.249100
Average
No
Weekly
House
2,032
1,197,688
22
Female
24,188
Single
3
Master's
null
52.938323
Suburban
Comprehensive
0
14
718
3
2024-05-31 15:21:39.251142
Good
No
Rarely
Condo
511
1,197,689
63
Male
53,353
Divorced
3
High School
null
36.086259
Suburban
Comprehensive
1
12
410
2
2020-05-26 15:21:39.279729
Poor
Yes
Rarely
Condo
684
1,197,690
45
Male
15,387
Divorced
2
PhD
Self-Employed
38.771471
Rural
Premium
1
5
null
4
2022-06-08 15:21:39.134960
Good
No
Rarely
Apartment
1,357
1,197,691
60
Male
8,096
Married
0
Bachelor's
Employed
40.78336
Urban
Premium
4
7
731
9
2021-10-24 15:21:39.176717
Average
No
Monthly
Condo
1,450
1,197,692
63
Female
739
Divorced
4
Master's
Self-Employed
null
Suburban
Premium
null
16
null
5
2023-05-20 15:21:39.254678
Average
No
Weekly
Apartment
110
1,197,693
61
Female
35,244
Single
3
Bachelor's
null
13.423628
Rural
Comprehensive
2
2
null
2
2022-08-10 15:21:39.102694
Poor
No
Monthly
Condo
1,495
1,197,694
43
Male
2,065
Single
4
High School
Employed
25.887141
Rural
Comprehensive
2
1
552
9
2021-06-19 15:21:39.235012
Good
Yes
Monthly
House
1,643
1,197,695
44
Male
26,667
Single
4
High School
null
17.471822
Suburban
Basic
3
16
528
9
2023-08-06 15:21:39.134960
Average
No
Weekly
Apartment
1,517
1,197,696
39
Female
17,096
Divorced
4
PhD
Self-Employed
34.723597
Rural
Comprehensive
null
3
618
2
2020-08-06 15:21:39.155231
Average
No
Monthly
Apartment
591
1,197,697
22
Male
5,537
Single
1
High School
null
32.539177
Suburban
Comprehensive
1
9
401
7
2022-09-13 15:21:39.226954
Poor
No
Daily
Condo
1,101
1,197,698
44
Female
1,173
Single
4
Master's
Employed
13.371156
Urban
Premium
3
15
null
6
2024-02-25 15:21:39.190215
Average
Yes
Monthly
Apartment
2,817
1,197,699
44
Male
72,971
Married
1
Master's
null
20.161268
Urban
Comprehensive
3
19
471
9
2020-12-04 15:21:39.224915
null
No
Daily
Apartment
815