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
42,700
36
Female
12,084
Divorced
3
PhD
Unemployed
34.938497
Urban
Premium
null
12
537
2
2024-06-09 15:21:39.134960
Poor
Yes
Weekly
House
528
42,701
60
Female
37,445
Divorced
3
PhD
null
15.670147
Rural
Premium
0
17
754
3
2024-05-04 15:21:39.114118
Good
Yes
Rarely
House
374
42,702
57
Female
8,074
Single
4
Master's
Unemployed
24.203327
Rural
Premium
null
14
713
7
2021-09-18 15:21:39.134960
Average
No
Daily
Apartment
29
42,703
48
Male
14,081
Single
1
High School
Unemployed
6.013055
Rural
Premium
0
0
603
4
2023-06-09 15:21:39.282785
Poor
Yes
Weekly
House
993
42,704
41
Female
31,181
Married
0
High School
Unemployed
26.548747
Suburban
Comprehensive
1
11
354
1
2022-06-20 15:21:39.169102
Good
Yes
Daily
House
585
42,705
29
Female
36,193
Divorced
3
High School
Employed
9.954402
Urban
Premium
0
15
null
1
2022-04-30 15:21:39.217387
Poor
No
Weekly
House
1,291
42,706
46
Male
9,735
Married
4
Bachelor's
null
38.590547
Rural
Comprehensive
1
19
582
7
2023-07-15 15:21:39.265513
Good
Yes
Daily
Condo
681
42,707
35
Male
6,950
Single
2
Bachelor's
null
16.755516
Rural
Premium
null
16
804
1
2021-08-01 15:21:39.186212
Average
No
Daily
Apartment
1,746
42,708
19
Female
2,654
Divorced
2
Bachelor's
null
53.659302
Suburban
Comprehensive
2
12
815
2
2020-09-30 15:21:39.134960
Poor
No
Daily
House
537
42,709
57
Female
9,072
Single
4
PhD
null
23.066541
Suburban
Basic
1
16
674
9
2022-06-16 15:21:39.237118
Good
Yes
Monthly
House
1,461
42,710
50
Male
124,552
Single
0
High School
Unemployed
51.591997
Suburban
Basic
null
9
568
1
2023-12-04 15:21:39.150730
Poor
Yes
Daily
Apartment
1,120
42,711
31
Female
30,252
Divorced
1
Bachelor's
null
6.989788
Rural
Premium
0
15
619
9
2022-09-17 15:21:39.233485
Average
No
Monthly
House
958
42,712
18
Male
31,495
Single
0
PhD
null
7.83872
Rural
Basic
0
7
629
2
2024-08-09 15:21:39.100695
Poor
No
Rarely
Apartment
735
42,713
37
Male
34,686
Single
1
PhD
Employed
46.273929
Urban
Comprehensive
1
19
442
8
2021-04-01 15:21:39.166062
Good
No
Rarely
Apartment
3,276
42,714
49
Female
8,096
Divorced
4
Master's
null
null
Suburban
Premium
null
11
null
1
2024-03-12 15:21:39.134960
Average
No
Daily
Apartment
449
42,715
63
Male
74,954
Divorced
null
Bachelor's
Employed
16.074844
Rural
Comprehensive
1
2
347
5
2023-05-26 15:21:39.111551
Poor
No
Weekly
Condo
1,180
42,716
22
Male
4,876
Divorced
1
High School
null
45.56623
Rural
Comprehensive
2
12
null
2
2020-02-12 15:21:39.254678
Poor
Yes
Daily
Apartment
1,094
42,717
57
Male
44,019
Married
2
PhD
Unemployed
4.955965
Suburban
Basic
1
18
604
4
2021-11-06 15:21:39.121169
Good
Yes
Daily
House
1,225
42,718
26
Male
124,204
Single
3
Bachelor's
Unemployed
18.096155
Urban
Basic
0
3
465
6
2021-05-27 15:21:39.151732
Poor
Yes
Monthly
House
40
42,719
20
Female
30,144
Married
0
PhD
null
34.717486
Rural
Comprehensive
null
2
562
4
2022-05-29 15:21:39.155231
Poor
Yes
Daily
Condo
993
42,720
40
Female
36,640
Single
2
Bachelor's
null
37.084126
Urban
Basic
null
1
317
2
2020-06-01 15:21:39.123711
Average
No
Monthly
Apartment
1,119
42,721
54
Male
28,280
Divorced
2
Bachelor's
null
12.6095
Urban
Premium
1
12
728
2
2021-09-01 15:21:39.283783
Average
No
Rarely
Apartment
2,597
42,722
19
Female
44,641
Married
1
PhD
Unemployed
19.953067
Rural
Comprehensive
null
2
564
6
2023-04-17 15:21:39.226954
Good
Yes
Rarely
Apartment
628
42,723
32
Male
24,986
Divorced
1
High School
Employed
10.82638
Suburban
Premium
0
10
848
2
2021-01-01 15:21:39.113566
Good
No
Monthly
Apartment
753
42,724
37
Male
15,380
Married
0
Bachelor's
null
19.571319
Urban
Comprehensive
0
0
705
2
2021-11-07 15:21:39.254678
Average
Yes
Weekly
Condo
2,744
42,725
45
Male
8,881
Single
4
Master's
Self-Employed
28.393905
Rural
Comprehensive
null
16
734
8
2021-02-11 15:21:39.134960
Good
Yes
Weekly
Apartment
716
42,726
20
Male
2,908
Single
2
High School
null
9.311895
Urban
Comprehensive
2
8
806
2
2021-05-10 15:21:39.154008
Poor
Yes
Weekly
Apartment
2,371
42,727
58
Male
1,269
Single
null
Master's
Employed
22.888828
Rural
Premium
1
18
431
8
2022-08-30 15:21:39.167099
Poor
No
Rarely
House
1,230
42,728
35
Male
43,474
Single
0
Bachelor's
Self-Employed
31.984121
Urban
Comprehensive
2
0
777
7
2023-06-23 15:21:39.155231
Average
Yes
Weekly
Apartment
1,527
42,729
39
Female
3,189
Married
2
PhD
null
45.998973
Suburban
Premium
0
0
438
2
2024-07-13 15:21:39.237118
Average
No
Daily
Condo
369
42,730
25
Male
59,948
Single
1
PhD
null
51.569596
Suburban
Basic
1
3
693
1
2020-06-24 15:21:39.237118
Average
Yes
Weekly
Apartment
799
42,731
26
Female
24,516
Married
4
Master's
Employed
10.695872
Rural
Premium
0
6
612
7
2024-07-15 15:21:39.167099
Average
No
Rarely
Apartment
1,072
42,732
21
Female
71,512
Single
4
High School
Employed
23.91766
Rural
Basic
2
1
784
8
2019-12-27 15:21:39.172097
null
Yes
Rarely
Apartment
893
42,733
30
Female
44,059
Single
2
Master's
Self-Employed
8.801548
Urban
Comprehensive
null
9
667
6
2023-06-18 15:21:39.108562
Good
Yes
Rarely
Condo
336
42,734
61
Male
11,518
Divorced
2
PhD
null
4.058762
Urban
Basic
1
6
516
8
2022-11-17 15:21:39.155231
Poor
No
Daily
Condo
693
42,735
27
Male
5,871
Married
null
High School
null
13.054059
Urban
Basic
1
10
466
6
2019-09-28 15:21:39.225916
Average
Yes
Weekly
House
847
42,736
18
Male
1,239
Single
4
PhD
Self-Employed
27.527239
Rural
Premium
2
15
613
7
2024-05-16 15:21:39.172097
Poor
No
Monthly
Apartment
1,040
42,737
62
Male
13,336
Single
4
Master's
null
25.823189
Suburban
Comprehensive
1
10
727
5
2024-03-22 15:21:39.126661
Good
Yes
Rarely
Apartment
861
42,738
null
Female
6,799
Married
2
PhD
Self-Employed
39.966578
Urban
Basic
null
4
718
2
2021-07-31 15:21:39.126661
Good
Yes
Daily
Condo
639
42,739
54
Female
1,638
Divorced
2
High School
Self-Employed
31.74465
Rural
Basic
2
7
573
3
2024-01-28 15:21:39.170099
Average
No
Rarely
House
1,130
42,740
34
Male
131,771
Married
null
High School
null
27.252898
Urban
Comprehensive
1
18
466
9
2019-09-16 15:21:39.093681
Average
No
Weekly
Apartment
2,128
42,741
22
Female
16,086
Divorced
0
PhD
Employed
11.287623
Suburban
Comprehensive
1
14
474
7
2020-04-30 15:21:39.107553
Good
No
Monthly
House
1,419
42,742
62
Male
110,711
Divorced
3
High School
null
17.857759
Suburban
Premium
1
19
null
4
2021-10-06 15:21:39.206847
Average
Yes
Monthly
Condo
85
42,743
58
Male
4,645
Single
null
PhD
Employed
26.053093
Rural
Comprehensive
null
4
398
7
2021-02-21 15:21:39.155231
Good
Yes
Daily
House
34
42,744
22
Male
40,997
Married
3
Master's
Employed
14.974753
Suburban
Comprehensive
0
19
721
1
2023-06-25 15:21:39.182597
Poor
Yes
Weekly
Apartment
961
42,745
56
Male
39,376
Single
0
PhD
Self-Employed
null
Suburban
Premium
null
12
547
6
2024-01-07 15:21:39.144722
Poor
No
Rarely
House
1,091
42,746
20
Female
3,489
Married
2
Bachelor's
Self-Employed
19.826181
Urban
Basic
null
9
594
3
2022-07-19 15:21:39.155231
null
No
Daily
Apartment
1,337
42,747
47
Male
8,493
Divorced
null
PhD
Unemployed
4.355593
Urban
Basic
3
19
691
9
2024-05-01 15:21:39.134960
Poor
No
Rarely
Apartment
1,929
42,748
53
Female
16,891
Married
2
Master's
Unemployed
48.68492
Suburban
Premium
2
5
671
7
2020-05-24 15:21:39.155231
Good
Yes
Weekly
Condo
1,726
42,749
27
Female
10,074
Single
4
Bachelor's
null
null
Rural
Basic
1
11
816
5
2023-02-12 15:21:39.285112
Good
Yes
Rarely
House
1,320
42,750
33
Female
53,862
Divorced
2
Bachelor's
Self-Employed
35.251075
Urban
Comprehensive
null
16
744
4
2022-11-04 15:21:39.134960
Good
No
Daily
Apartment
203
42,751
24
Female
1,313
Married
1
PhD
Self-Employed
27.534824
Suburban
Comprehensive
2
18
762
8
2021-07-30 15:21:39.249100
Average
No
Rarely
Apartment
654
42,752
47
Male
35,113
Married
1
Bachelor's
Employed
31.384823
Suburban
Comprehensive
2
10
711
4
2023-06-22 15:21:39.225916
Good
No
Weekly
Apartment
1,783
42,753
59
Female
28,215
Single
3
Master's
Employed
8.441647
Suburban
Basic
null
12
582
7
2021-10-01 15:21:39.170099
Poor
Yes
Monthly
Condo
965
42,754
42
Male
25,023
Divorced
4
PhD
Self-Employed
33.879491
Urban
Basic
null
1
532
6
2020-06-21 15:21:39.217387
Poor
Yes
Monthly
Apartment
326
42,755
56
Male
16,054
Divorced
1
Bachelor's
Unemployed
21.1778
Suburban
Premium
1
14
null
6
2021-07-02 15:21:39.148733
Poor
Yes
Daily
Apartment
1,221
42,756
18
Male
358
Married
4
PhD
null
15.736216
Rural
Premium
0
14
662
4
2023-10-23 15:21:39.237118
Poor
No
Rarely
Condo
1,442
42,757
39
Male
1,417
Married
2
Master's
Unemployed
null
Urban
Basic
null
10
791
5
2022-12-11 15:21:39.155231
Good
No
Weekly
Condo
934
42,758
31
Male
2,067
Single
0
Master's
Unemployed
4.926182
Urban
Premium
1
11
804
1
2022-02-17 15:21:39.094752
Poor
No
Daily
House
2,359
42,759
41
Male
4,316
Divorced
4
Bachelor's
Employed
39.606697
Rural
Basic
3
18
330
9
2024-02-14 15:21:39.167099
Poor
No
Weekly
Apartment
2,811
42,760
60
Female
62,972
Married
null
High School
Unemployed
14.724353
Urban
Comprehensive
null
5
302
4
2022-12-04 15:21:39.187211
null
Yes
Weekly
House
1,497
42,761
27
Female
63,688
Single
null
PhD
Employed
48.644463
Urban
Comprehensive
0
3
302
1
2023-04-25 15:21:39.102694
Average
Yes
Monthly
Condo
830
42,762
54
Female
24,791
Single
4
PhD
null
18.591397
Urban
Comprehensive
0
14
726
6
2024-01-23 15:21:39.250151
Average
No
Rarely
House
2,588
42,763
58
Female
19,470
Divorced
1
High School
Unemployed
24.09907
Rural
Comprehensive
0
15
470
5
2021-08-22 15:21:39.126661
Average
Yes
Rarely
Apartment
3,106
42,764
44
Male
43,664
Single
1
Bachelor's
Self-Employed
42.12597
Urban
Premium
null
12
null
2
2023-08-26 15:21:39.252145
Poor
No
Daily
Apartment
333
42,765
51
Female
18,405
Single
2
High School
Employed
48.669848
Rural
Basic
null
14
778
4
2020-12-14 15:21:39.155231
Average
Yes
Monthly
Apartment
3,744
42,766
52
Female
11,214
Single
null
Master's
Self-Employed
24.744137
Suburban
Basic
1
1
689
4
2021-06-20 15:21:39.205850
Good
No
Rarely
House
1,325
42,767
27
Female
36,992
Divorced
1
PhD
Self-Employed
15.724291
Suburban
Premium
1
18
819
5
2019-12-13 15:21:39.092127
Poor
No
Daily
House
1,107
42,768
41
Female
84,165
Single
1
Master's
Self-Employed
14.091722
Urban
Basic
null
6
319
3
2024-06-13 15:21:39.192212
Average
No
Rarely
Condo
319
42,769
55
Female
35,244
Married
3
Master's
Employed
21.380023
Suburban
Comprehensive
1
9
null
5
2019-10-21 15:21:39.080440
null
No
Monthly
Apartment
2,347
42,770
33
Female
18,956
Single
null
Bachelor's
Unemployed
23.788725
Rural
Premium
0
11
843
9
2021-10-08 15:21:39.155231
Average
No
Monthly
Condo
573
42,771
null
Male
11,851
Divorced
4
High School
Unemployed
6.695424
Suburban
Basic
null
4
null
8
2023-02-20 15:21:39.108562
Poor
Yes
Rarely
Apartment
136
42,772
36
Female
46,194
Single
2
PhD
Unemployed
25.090532
Urban
Basic
1
11
445
7
2022-01-26 15:21:39.237118
Poor
Yes
Weekly
Condo
744
42,773
64
Female
689
Divorced
1
Bachelor's
Self-Employed
10.764163
Urban
Premium
0
13
725
3
2023-03-31 15:21:39.097737
Average
No
Monthly
House
3,361
42,774
45
Male
1,338
Divorced
0
PhD
null
null
Rural
Comprehensive
0
0
752
1
2023-06-01 15:21:39.206847
Average
Yes
Daily
Condo
2,073
42,775
36
Male
23,274
Divorced
4
Master's
Unemployed
34.398219
Suburban
Premium
0
15
812
1
2021-06-15 15:21:39.107553
Good
No
Weekly
Apartment
697
42,776
55
Male
3,631
Single
2
Master's
Unemployed
35.161156
Suburban
Premium
2
17
582
4
2023-04-29 15:21:39.155231
Good
No
Daily
House
1,684
42,777
54
Female
29,190
Divorced
2
Master's
Unemployed
37.748974
Urban
Premium
null
15
477
5
2021-10-12 15:21:39.134960
Average
No
Daily
Condo
458
42,778
28
Female
4,731
Divorced
2
Master's
Self-Employed
34.314327
Urban
Premium
3
2
null
6
2021-11-18 15:21:39.219432
Average
Yes
Rarely
Apartment
988
42,779
52
Female
38,546
Divorced
1
Bachelor's
Employed
45.095176
Urban
Basic
0
5
461
7
2024-07-05 15:21:39.146733
Good
No
Weekly
Apartment
2,592
42,780
41
Male
120,670
Married
1
PhD
Self-Employed
10.01732
Suburban
Basic
2
16
null
1
2022-01-11 15:21:39.093681
Poor
No
Weekly
Apartment
30
42,781
39
Male
10,643
Divorced
1
Bachelor's
Employed
18.010885
Urban
Comprehensive
0
8
804
6
2019-10-21 15:21:39.130190
null
No
Monthly
House
22
42,782
57
Female
3,276
Married
3
Master's
Employed
26.926311
Urban
Comprehensive
2
16
671
3
2024-06-11 15:21:39.171102
Good
No
Weekly
House
124
42,783
59
Female
16,073
Married
null
PhD
null
12.898693
Suburban
Basic
null
18
417
6
2023-05-10 15:21:39.083497
Good
No
Weekly
Apartment
762
42,784
57
Male
6,962
Married
4
Bachelor's
Self-Employed
null
Rural
Comprehensive
0
18
602
8
2023-10-14 15:21:39.155231
Average
Yes
Monthly
Condo
1,133
42,785
45
Male
5,042
Married
3
PhD
Self-Employed
26.849189
Suburban
Basic
0
13
542
5
2024-08-02 15:21:39.237118
Poor
No
Monthly
House
3,446
42,786
54
Male
70,891
Divorced
3
High School
Self-Employed
null
Urban
Basic
0
15
790
4
2022-04-20 15:21:39.170099
Poor
Yes
Rarely
Apartment
1,836
42,787
53
Female
20,665
Divorced
4
High School
null
32.232469
Suburban
Comprehensive
2
11
721
8
2023-09-12 15:21:39.092127
Good
No
Monthly
House
581
42,788
21
Female
null
Single
1
High School
Unemployed
34.834858
Urban
Premium
2
17
null
5
2023-11-27 15:21:39.283783
Average
No
Monthly
House
24
42,789
54
Male
61,924
Divorced
3
Bachelor's
Unemployed
8.608614
Rural
Basic
3
9
776
7
2019-08-23 15:21:39.134960
Good
No
Rarely
House
26
42,790
28
Female
32,245
Single
0
PhD
null
34.96651
Suburban
Comprehensive
1
14
834
5
2022-10-26 15:21:39.175719
Good
Yes
Daily
House
1,030
42,791
44
Male
53,395
Divorced
4
PhD
null
6.049167
Suburban
Basic
2
6
553
5
2021-01-12 15:21:39.146733
Average
Yes
Weekly
Apartment
397
42,792
36
Male
20,897
Married
0
PhD
Employed
19.918588
Urban
Basic
1
9
null
7
2021-10-22 15:21:39.182597
Average
Yes
Monthly
Condo
1,465
42,793
18
Female
38,962
Single
null
PhD
Unemployed
5.943008
Suburban
Comprehensive
2
4
644
1
2024-05-14 15:21:39.134960
Average
No
Weekly
Condo
507
42,794
45
Male
22,441
Married
null
High School
Unemployed
24.827057
Urban
Basic
1
13
671
1
2020-08-09 15:21:39.288099
Average
Yes
Rarely
Condo
565
42,795
53
Female
3,083
Single
1
PhD
Unemployed
12.49397
Rural
Comprehensive
1
4
471
2
2024-05-28 15:21:39.237118
Poor
Yes
Rarely
House
675
42,796
44
Female
35,882
Married
0
Master's
null
16.977138
Rural
Comprehensive
0
0
481
7
2021-08-11 15:21:39.279729
Good
Yes
Rarely
Condo
553
42,797
34
Male
9,058
Married
3
High School
Self-Employed
10.624852
Rural
Basic
1
3
684
2
2022-07-14 15:21:39.192212
null
No
Weekly
Apartment
691
42,798
63
Female
16,891
Divorced
2
PhD
Self-Employed
47.131404
Suburban
Premium
null
16
526
2
2021-02-11 15:21:39.177724
Average
No
Monthly
Apartment
562
42,799
55
Male
775
Married
3
PhD
Unemployed
null
Suburban
Comprehensive
0
11
786
7
2023-07-24 15:21:39.155231
Poor
Yes
Monthly
House
27