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
36,700
18
Male
16,903
Divorced
1
Bachelor's
null
8.35187
Suburban
Comprehensive
2
6
748
7
2023-11-03 15:21:39.180553
Good
No
Monthly
Apartment
1,648
36,701
38
Female
78,881
Single
null
Bachelor's
null
13.068476
Suburban
Basic
2
7
673
9
2023-04-07 15:21:39.134960
Average
No
Rarely
House
2,886
36,702
39
Male
81,598
Single
3
High School
Unemployed
24.867391
Urban
Comprehensive
1
0
693
9
2022-01-14 15:21:39.155231
Good
Yes
Rarely
Apartment
150
36,703
50
Female
5,593
Divorced
3
Master's
Self-Employed
4.933594
Rural
Basic
1
6
631
8
2022-07-28 15:21:39.149731
Good
No
Daily
House
817
36,704
25
Female
1,614
Single
3
High School
Unemployed
null
Rural
Basic
null
11
811
5
2020-10-08 15:21:39.125660
Poor
No
Daily
Apartment
1,881
36,705
27
Female
3,488
Divorced
0
Master's
Employed
20.229461
Urban
Premium
1
8
462
7
2023-09-23 15:21:39.084065
Good
Yes
Rarely
Condo
1,631
36,706
18
Male
5,857
Single
1
Bachelor's
null
8.906312
Rural
Basic
null
10
654
1
2021-08-08 15:21:39.096739
Average
Yes
Weekly
House
29
36,707
45
Female
45,468
Married
0
High School
Unemployed
8.912425
Rural
Comprehensive
null
4
508
9
2020-07-18 15:21:39.090124
Good
No
Daily
House
2,080
36,708
28
Male
27,349
Married
2
Master's
null
42.672618
Urban
Comprehensive
null
11
526
6
2022-10-13 15:21:39.134960
Good
No
Weekly
Apartment
881
36,709
23
Male
16,481
Single
0
Bachelor's
null
35.958556
Suburban
Comprehensive
0
0
415
9
2023-01-20 15:21:39.155231
Average
No
Daily
House
2,702
36,710
24
Female
44,231
Divorced
3
PhD
Employed
12.426426
Urban
Comprehensive
null
18
635
5
2022-06-04 15:21:39.204790
Poor
Yes
Weekly
House
1,153
36,711
24
Female
80,673
Married
1
PhD
Unemployed
14.775063
Rural
Basic
null
8
620
7
2020-12-10 15:21:39.125660
Poor
Yes
Weekly
Apartment
385
36,712
26
Male
81,044
Single
1
PhD
Unemployed
null
Suburban
Basic
3
16
798
7
2019-12-15 15:21:39.190215
Poor
No
Rarely
House
612
36,713
38
Female
29,130
Married
1
Bachelor's
null
25.988557
Urban
Basic
1
13
684
5
2024-02-02 15:21:39.155231
Poor
No
Rarely
House
563
36,714
27
Male
3,276
Married
0
High School
null
27.164558
Rural
Premium
null
2
831
2
2021-06-29 15:21:39.226954
Poor
Yes
Rarely
Apartment
3,318
36,715
36
Male
933
Single
0
PhD
Self-Employed
8.085477
Suburban
Comprehensive
null
4
751
2
2020-11-15 15:21:39.235012
Good
Yes
Weekly
Apartment
2,104
36,716
27
Male
5,733
Divorced
null
Master's
Self-Employed
38.483382
Rural
Premium
1
6
635
7
2020-11-21 15:21:39.172097
Average
No
Rarely
Apartment
1,388
36,717
45
Male
118,712
Single
2
Bachelor's
null
12.727948
Rural
Premium
0
13
520
6
2021-10-07 15:21:39.092127
null
Yes
Rarely
Condo
180
36,718
31
Female
33,207
Single
1
PhD
Self-Employed
30.816792
Urban
Premium
null
13
843
4
2021-09-21 15:21:39.289099
Poor
Yes
Monthly
Condo
2,053
36,719
62
Male
11,704
Married
2
Bachelor's
Employed
null
Suburban
Basic
null
7
381
5
2021-07-12 15:21:39.172097
Average
No
Daily
Apartment
1,101
36,720
59
Male
29,061
Single
2
Master's
null
7.868349
Suburban
Premium
null
6
583
9
2020-09-21 15:21:39.093681
Good
Yes
Monthly
Apartment
34
36,721
27
Female
17,963
Married
3
PhD
Unemployed
23.684833
Suburban
Basic
1
7
528
6
2024-07-28 15:21:39.111551
Good
No
Monthly
Condo
437
36,722
23
Male
1,315
Married
3
Bachelor's
Employed
null
Urban
Basic
0
9
725
4
2024-01-05 15:21:39.146733
Poor
No
Daily
Condo
1,499
36,723
53
Female
1,029
Single
1
Bachelor's
Employed
9.837895
Urban
Comprehensive
null
7
535
9
2023-07-25 15:21:39.109552
Good
Yes
Rarely
Apartment
292
36,724
45
Male
9,098
Divorced
1
PhD
null
14.241844
Suburban
Basic
null
9
731
1
2020-03-13 15:21:39.091080
Average
No
Weekly
House
618
36,725
60
Male
25,720
Divorced
3
PhD
Self-Employed
12.939691
Rural
Basic
0
5
493
1
2021-03-01 15:21:39.087123
Poor
Yes
Rarely
House
1,679
36,726
50
Male
76,685
Divorced
4
Bachelor's
null
null
Rural
Basic
0
4
830
6
2021-02-16 15:21:39.111551
Poor
No
Weekly
Apartment
393
36,727
36
Female
39,079
Divorced
4
High School
null
29.151727
Urban
Comprehensive
2
3
513
7
2019-12-24 15:21:39.084065
Average
Yes
Monthly
Apartment
1,438
36,728
45
Male
46,018
Married
4
Bachelor's
Self-Employed
35.824305
Suburban
Premium
0
1
617
2
2020-03-27 15:21:39.244069
Good
Yes
Weekly
Apartment
933
36,729
57
Male
45,320
Married
0
High School
Unemployed
41.509612
Rural
Premium
null
9
null
9
2022-08-15 15:21:39.170099
Good
No
Daily
House
1,031
36,730
46
Female
63,953
Divorced
3
High School
Self-Employed
39.122812
Urban
Basic
null
19
748
8
2023-05-05 15:21:39.232526
Average
Yes
Rarely
House
362
36,731
56
Male
23,168
Divorced
0
High School
Self-Employed
5.392091
Urban
Basic
1
9
null
9
2020-03-27 15:21:39.236064
Poor
No
Weekly
Apartment
1,192
36,732
46
Female
35,794
Divorced
0
PhD
Unemployed
23.816032
Urban
Comprehensive
null
14
409
8
2021-04-07 15:21:39.134960
Poor
No
Daily
House
442
36,733
43
Female
11,738
Divorced
0
High School
Unemployed
10.553647
Suburban
Basic
2
10
369
3
2022-06-21 15:21:39.081504
Good
Yes
Monthly
Apartment
3,382
36,734
34
Male
3,380
Married
2
Master's
Unemployed
13.75116
Rural
Basic
2
13
694
1
2024-03-24 15:21:39.237118
null
Yes
Rarely
Condo
489
36,735
63
Male
35,192
Single
2
High School
Employed
41.756447
Urban
Premium
null
9
null
7
2020-04-08 15:21:39.261856
Average
Yes
Monthly
House
1,683
36,736
38
Female
14,094
Divorced
4
High School
null
28.816267
Suburban
Basic
null
3
null
4
2023-04-06 15:21:39.134960
Average
No
Weekly
House
1,556
36,737
46
Female
39,737
Divorced
2
PhD
null
17.064695
Urban
Basic
1
2
537
4
2021-04-04 15:21:39.237118
Average
No
Monthly
Condo
431
36,738
36
Male
16,063
Single
4
PhD
null
8.597559
Urban
Basic
4
4
null
6
2021-05-31 15:21:39.130190
Poor
No
Monthly
House
815
36,739
22
Male
59,905
Divorced
3
High School
null
12.089829
Suburban
Comprehensive
null
12
481
7
2023-06-01 15:21:39.196387
Good
Yes
Rarely
Apartment
2,528
36,740
33
Female
12,984
Divorced
2
Master's
Employed
25.554548
Rural
Basic
2
17
598
9
2023-07-26 15:21:39.221386
Average
Yes
Daily
Condo
486
36,741
25
Male
45,831
Single
4
Bachelor's
null
18.63372
Suburban
Basic
null
14
410
4
2019-09-01 15:21:39.205850
Good
Yes
Weekly
House
30
36,742
64
Female
29,474
Single
4
Bachelor's
null
23.026833
Suburban
Premium
null
19
758
5
2023-04-02 15:21:39.173834
Average
No
Monthly
Apartment
1,033
36,743
46
Female
4,838
Single
0
Master's
Unemployed
12.005783
Suburban
Comprehensive
0
5
804
8
2021-12-01 15:21:39.256696
Average
No
Weekly
Apartment
2,874
36,744
null
Male
7,981
Single
4
Bachelor's
Self-Employed
5.836885
Rural
Comprehensive
0
10
746
5
2022-05-09 15:21:39.094752
Poor
Yes
Monthly
Apartment
801
36,745
53
Male
8,093
Married
4
Master's
null
11.81165
Suburban
Basic
1
10
521
4
2021-06-16 15:21:39.256696
Good
No
Monthly
Apartment
843
36,746
44
Male
10,828
Single
2
PhD
Employed
16.780761
Urban
Basic
null
19
829
9
2020-11-29 15:21:39.237118
Good
No
Daily
Apartment
767
36,747
33
Female
128,157
Divorced
1
High School
Unemployed
28.90846
Suburban
Comprehensive
null
5
362
4
2020-06-07 15:21:39.155231
null
Yes
Rarely
Condo
120
36,748
30
Female
31,247
Married
1
High School
Self-Employed
20.858817
Urban
Premium
null
15
688
9
2020-03-05 15:21:39.087123
Poor
No
Rarely
House
735
36,749
39
Male
5,735
Divorced
2
Bachelor's
Unemployed
7.818058
Urban
Basic
2
9
684
7
2024-02-17 15:21:39.155231
Poor
No
Monthly
Apartment
2,035
36,750
28
Female
9,081
Single
1
Master's
Employed
44.812334
Rural
Comprehensive
0
10
null
8
2020-07-13 15:21:39.155231
Good
No
Monthly
Condo
885
36,751
32
Male
2,799
Single
3
High School
Employed
50.663647
Suburban
Basic
1
0
null
5
2020-06-08 15:21:39.204790
Good
Yes
Weekly
Condo
511
36,752
23
Female
2,515
Single
null
PhD
null
6.587956
Urban
Comprehensive
1
17
381
1
2021-05-25 15:21:39.149731
null
No
Monthly
House
2,355
36,753
42
Female
null
Single
1
Master's
Self-Employed
38.974381
Rural
Comprehensive
0
4
413
5
2022-08-26 15:21:39.263607
Good
No
Daily
House
121
36,754
44
Male
89,198
Married
null
Bachelor's
Employed
10.608371
Rural
Basic
null
10
383
9
2020-03-09 15:21:39.259788
Poor
No
Weekly
Apartment
33
36,755
28
Female
55,431
Single
2
PhD
null
31.169211
Rural
Premium
0
2
null
1
2024-02-01 15:21:39.204790
Average
No
Monthly
Apartment
390
36,756
63
Male
30,652
Single
4
Master's
Self-Employed
23.734669
Rural
Premium
0
7
753
6
2020-08-20 15:21:39.246098
Poor
Yes
Weekly
Apartment
995
36,757
18
Female
7,791
Single
4
PhD
null
20.751587
Urban
Comprehensive
1
0
552
7
2024-08-15 15:21:39.248098
Average
No
Rarely
House
1,298
36,758
47
Male
15,362
Single
3
Bachelor's
null
21.271655
Urban
Comprehensive
2
14
375
5
2022-05-16 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,242
36,759
23
Female
6,825
Single
0
High School
Employed
13.452236
Suburban
Basic
3
4
750
8
2020-11-04 15:21:39.155231
Good
No
Weekly
Condo
1,255
36,760
19
Male
3,466
Divorced
3
Bachelor's
null
35.092099
Suburban
Premium
2
7
849
1
2022-07-26 15:21:39.281787
Good
Yes
Rarely
House
1,199
36,761
42
Female
11,544
Divorced
2
Master's
null
52.152814
Urban
Premium
null
11
null
5
2023-09-17 15:21:39.185215
Good
Yes
Rarely
Condo
1,001
36,762
31
Male
31,865
Single
4
High School
Unemployed
6.819138
Suburban
Comprehensive
1
8
null
6
2021-02-24 15:21:39.175719
Poor
Yes
Weekly
Condo
890
36,763
56
Female
1,066
Married
3
Master's
Employed
44.245911
Urban
Premium
null
0
534
8
2024-04-27 15:21:39.100695
null
No
Monthly
House
799
36,764
21
Female
2,541
null
4
Master's
Self-Employed
30.794171
Suburban
Premium
null
19
513
5
2021-10-12 15:21:39.205850
Poor
No
Rarely
House
822
36,765
42
Female
24,299
null
2
Master's
Unemployed
9.954402
Urban
Premium
0
7
829
5
2019-12-12 15:21:39.224915
Average
No
Rarely
Apartment
556
36,766
59
Male
null
Divorced
3
Bachelor's
Employed
8.929262
Rural
Premium
1
8
359
9
2019-11-30 15:21:39.226954
Average
No
Weekly
House
938
36,767
59
Male
55,105
null
null
Master's
Self-Employed
46.738251
Urban
Basic
2
1
747
9
2022-01-14 15:21:39.200452
Average
Yes
Weekly
House
628
36,768
20
Female
128,958
Married
1
Master's
Unemployed
null
Rural
Comprehensive
0
13
775
3
2020-06-15 15:21:39.185215
null
No
Weekly
Apartment
23
36,769
52
Female
18,300
Divorced
null
High School
Unemployed
15.063579
Urban
Basic
1
15
509
8
2023-09-14 15:21:39.276901
Good
Yes
Weekly
House
1,388
36,770
26
Male
4,029
Married
1
Bachelor's
Self-Employed
34.664937
Urban
Basic
null
19
534
3
2022-06-23 15:21:39.119168
Good
No
Monthly
Apartment
2,789
36,771
47
Female
3,568
Married
4
High School
Self-Employed
15.581379
Rural
Premium
1
5
473
3
2021-04-07 15:21:39.128286
Average
Yes
Rarely
House
2,499
36,772
60
Female
3,231
Married
4
Master's
Unemployed
23.836354
Rural
Comprehensive
3
9
null
1
2024-06-22 15:21:39.247098
Good
Yes
Weekly
House
498
36,773
32
Female
9,894
Divorced
3
Master's
Self-Employed
null
Rural
Basic
null
2
641
9
2020-11-08 15:21:39.186212
Average
No
Rarely
Condo
24
36,774
49
Female
40,732
Married
0
PhD
null
26.038677
Urban
Basic
1
6
757
5
2020-04-07 15:21:39.155231
Good
Yes
Daily
Condo
766
36,775
46
Female
75,963
Married
0
PhD
Employed
22.696067
Urban
Premium
0
18
376
8
2022-06-20 15:21:39.172097
Poor
No
Rarely
Condo
552
36,776
40
Male
34,117
Divorced
3
Master's
Unemployed
47.339932
Rural
Comprehensive
null
7
401
5
2019-09-16 15:21:39.228521
null
Yes
Weekly
House
721
36,777
27
Male
97,700
Married
2
PhD
Unemployed
11.09772
Suburban
Premium
2
7
838
4
2024-04-28 15:21:39.226954
Good
No
Weekly
Condo
2,103
36,778
32
Female
1,140
Divorced
2
High School
null
15.627568
Suburban
Comprehensive
null
2
835
1
2024-02-20 15:21:39.208842
Average
No
Monthly
Apartment
20
36,779
56
Male
24,293
Married
2
Master's
null
49.153321
Rural
Comprehensive
0
7
848
6
2021-12-28 15:21:39.172097
Average
No
Weekly
Condo
1,052
36,780
54
Male
2,445
Married
1
Bachelor's
Employed
7.027415
Suburban
Comprehensive
0
19
603
2
2023-11-18 15:21:39.265513
Average
No
Daily
Apartment
184
36,781
34
Female
104,072
Divorced
3
Master's
Unemployed
27.161628
Rural
Comprehensive
2
3
null
9
2019-12-08 15:21:39.271453
Good
Yes
Weekly
House
2,096
36,782
37
Male
80,177
Single
2
High School
null
17.5698
Urban
Premium
1
13
579
6
2024-05-11 15:21:39.085129
Good
Yes
Rarely
House
315
36,783
41
Male
24,266
Married
null
High School
null
20.715824
Urban
Basic
null
6
477
2
2020-12-30 15:21:39.095696
Good
No
Rarely
Apartment
1,109
36,784
57
Female
5,051
Married
4
Bachelor's
null
18.946258
Rural
Comprehensive
0
8
592
2
2023-06-05 15:21:39.204790
Good
Yes
Rarely
Condo
1,434
36,785
35
Female
65,126
Single
1
PhD
Self-Employed
11.245711
Suburban
Basic
null
2
479
9
2019-09-16 15:21:39.215386
Average
Yes
Rarely
Condo
97
36,786
20
Male
15,258
Single
3
High School
null
17.1847
Suburban
Basic
null
8
565
4
2019-09-22 15:21:39.081504
Poor
Yes
Rarely
House
26
36,787
27
Female
5,038
Divorced
3
PhD
null
32.013399
Urban
Premium
null
16
442
4
2019-11-11 15:21:39.155231
Poor
Yes
Weekly
House
2,356
36,788
48
Female
6,826
Divorced
0
High School
null
null
Suburban
Premium
1
5
764
6
2024-05-16 15:21:39.168099
Average
No
Monthly
Apartment
716
36,789
39
Female
44,748
Single
3
High School
Employed
37.246565
Rural
Comprehensive
null
17
488
4
2021-04-24 15:21:39.252145
Good
No
Daily
Condo
28
36,790
48
Male
27,791
Single
0
Bachelor's
null
33.442964
Suburban
Basic
null
17
662
2
2022-11-01 15:21:39.269494
Average
No
Weekly
Condo
1,819
36,791
32
Male
82,931
Single
2
PhD
Self-Employed
37.964367
Suburban
Premium
0
7
338
2
2022-12-23 15:21:39.251142
Poor
Yes
Monthly
Condo
87
36,792
34
Female
64,799
Married
1
High School
Self-Employed
null
Urban
Premium
2
8
493
3
2023-05-01 15:21:39.118178
null
Yes
Monthly
Apartment
725
36,793
27
Male
45,967
Single
2
Master's
Unemployed
16.939648
Suburban
Comprehensive
1
18
495
9
2021-09-11 15:21:39.271453
Good
Yes
Daily
Condo
647
36,794
49
Female
67,551
Divorced
2
Bachelor's
null
22.493488
Rural
Basic
0
2
426
1
2020-09-02 15:21:39.128286
Good
Yes
Rarely
Apartment
1,414
36,795
42
Female
76,596
Single
2
Master's
Self-Employed
null
Rural
Premium
1
0
622
7
2024-04-17 15:21:39.155231
Average
No
Daily
Condo
2,790
36,796
51
Male
4,532
Divorced
3
Bachelor's
null
16.132221
Urban
Comprehensive
null
0
466
2
2022-02-13 15:21:39.079128
Poor
Yes
Weekly
Condo
901
36,797
48
Female
27,951
Divorced
0
Bachelor's
Self-Employed
32.882229
Suburban
Comprehensive
0
18
487
4
2020-05-12 15:21:39.226954
Poor
Yes
Weekly
Apartment
572
36,798
20
Female
38,786
Divorced
null
PhD
Self-Employed
30.771418
Suburban
Comprehensive
1
3
null
8
2023-09-04 15:21:39.134960
Good
Yes
Weekly
Condo
446
36,799
61
Female
6,730
Divorced
1
Bachelor's
Employed
42.657839
Urban
Comprehensive
1
4
571
6
2020-07-28 15:21:39.168099
Poor
Yes
Weekly
Condo
882