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
46,600
28
Male
null
Single
2
High School
Unemployed
28.997021
Urban
Premium
null
15
696
9
2021-01-13 15:21:39.180553
Average
Yes
Rarely
House
110
46,601
53
Male
49,081
Single
0
High School
null
13.952969
Suburban
Basic
null
6
462
5
2022-03-21 15:21:39.096739
null
Yes
Daily
Condo
2,163
46,602
42
Male
9,743
Married
1
Bachelor's
Self-Employed
14.801738
Rural
Comprehensive
0
8
342
7
2024-03-25 15:21:39.119168
Good
No
Monthly
House
819
46,603
36
Female
8,072
Married
1
Bachelor's
null
26.868786
Rural
Comprehensive
0
17
477
7
2021-09-12 15:21:39.134960
Good
Yes
Monthly
House
411
46,604
22
Male
55,923
Divorced
0
High School
Unemployed
null
Rural
Comprehensive
1
3
442
2
2021-02-08 15:21:39.092127
Good
Yes
Rarely
Apartment
1,712
46,605
57
Female
24,885
Married
3
Master's
Self-Employed
20.283565
Rural
Basic
1
1
659
7
2023-10-14 15:21:39.191219
Good
Yes
Monthly
Condo
793
46,606
36
Male
664
Married
2
Master's
Unemployed
15.845449
Rural
Comprehensive
1
5
null
2
2019-12-20 15:21:39.155231
Good
Yes
Rarely
Apartment
544
46,607
29
Male
18,078
Married
1
Bachelor's
Employed
15.06741
Suburban
Basic
0
4
835
9
2020-03-15 15:21:39.134960
Average
No
Rarely
Condo
2,197
46,608
37
Female
null
Divorced
null
Bachelor's
Self-Employed
11.670945
Urban
Premium
null
9
431
8
2023-11-27 15:21:39.266452
Good
No
Daily
Apartment
1,868
46,609
52
Female
10,171
Married
null
High School
null
16.696099
Rural
Premium
null
14
599
6
2022-05-03 15:21:39.155231
Average
Yes
Weekly
House
49
46,610
52
Male
25,320
Single
4
PhD
null
10.890374
Suburban
Basic
1
1
613
4
2023-11-11 15:21:39.165120
Average
Yes
Rarely
House
460
46,611
34
Female
14,984
Divorced
1
High School
Self-Employed
31.837204
Suburban
Premium
1
11
564
9
2020-10-18 15:21:39.170099
Poor
No
Weekly
Apartment
595
46,612
21
Male
38,399
Married
0
Bachelor's
Unemployed
23.058935
Rural
Basic
1
13
534
2
2023-11-16 15:21:39.120168
Average
Yes
Daily
Condo
1,142
46,613
30
Female
25,897
Divorced
3
Master's
Self-Employed
null
Urban
Premium
2
3
593
9
2021-03-05 15:21:39.134960
Average
Yes
Monthly
House
493
46,614
46
Female
39,764
Married
2
Master's
Employed
20.386986
Urban
Basic
1
18
null
5
2023-11-14 15:21:39.134960
Good
Yes
Daily
House
1,744
46,615
54
Female
140,178
Married
2
PhD
Unemployed
17.934889
Suburban
Comprehensive
null
11
304
3
2022-06-14 15:21:39.223390
Good
No
Monthly
Apartment
628
46,616
28
Female
5,857
Married
1
High School
Employed
24.384587
Rural
Comprehensive
1
5
null
1
2023-04-14 15:21:39.172097
Good
Yes
Monthly
Condo
616
46,617
28
Female
19,724
Married
1
PhD
Self-Employed
3.123553
Suburban
Comprehensive
null
1
759
4
2020-12-02 15:21:39.264504
Poor
No
Weekly
Apartment
771
46,618
46
Male
null
Divorced
4
PhD
Employed
29.557062
Urban
Basic
null
2
496
5
2019-09-28 15:21:39.265513
null
Yes
Monthly
House
1,873
46,619
30
Male
53,974
Married
2
Bachelor's
Self-Employed
36.895773
Suburban
Premium
null
18
722
3
2021-09-21 15:21:39.147735
null
No
Daily
Condo
1,885
46,620
18
Female
4,526
Divorced
0
PhD
Employed
40.913489
Urban
Basic
null
9
751
6
2022-07-24 15:21:39.155231
Poor
No
Rarely
House
4,977
46,621
34
Male
52,230
Single
null
Master's
null
null
Suburban
Comprehensive
null
3
494
8
2021-09-19 15:21:39.190215
Good
No
Daily
House
49
46,622
54
Female
12,085
Single
1
High School
null
29.082882
Rural
Comprehensive
0
13
null
1
2020-07-06 15:21:39.198406
Good
No
Daily
Apartment
220
46,623
34
Male
706
Divorced
null
Master's
Unemployed
null
Urban
Comprehensive
1
15
699
4
2019-09-28 15:21:39.134960
Poor
No
Monthly
Apartment
688
46,624
28
Female
30,690
Married
4
High School
Self-Employed
21.024848
Urban
Basic
3
18
null
9
2022-10-29 15:21:39.208842
Poor
Yes
Rarely
House
916
46,625
51
Male
16,024
Single
3
Master's
Self-Employed
22.383621
Suburban
Comprehensive
null
2
null
8
2023-06-07 15:21:39.148733
null
Yes
Rarely
Apartment
1,337
46,626
21
Male
66,908
Divorced
2
Master's
Unemployed
null
Suburban
Basic
null
14
534
2
2020-07-21 15:21:39.155231
null
Yes
Monthly
House
538
46,627
60
Male
47,162
Married
null
PhD
Employed
26.41672
Rural
Premium
0
10
413
7
2023-10-22 15:21:39.226954
Good
No
Monthly
Apartment
647
46,628
38
Male
10,175
Married
2
Bachelor's
Unemployed
13.521108
Suburban
Comprehensive
null
15
750
7
2022-09-10 15:21:39.174719
Good
No
Rarely
House
1,063
46,629
37
Female
38,969
Single
1
Bachelor's
null
39.339375
Rural
Comprehensive
null
9
554
2
2023-05-29 15:21:39.098696
Poor
No
Weekly
House
1,602
46,630
21
Female
46,362
Single
0
High School
null
37.231944
Suburban
Comprehensive
0
10
836
3
2020-12-24 15:21:39.288099
Poor
Yes
Weekly
Apartment
617
46,631
22
Male
102,717
Single
2
Master's
Unemployed
9.935213
Suburban
Premium
1
13
579
1
2023-01-25 15:21:39.237118
Good
No
Rarely
House
383
46,632
62
Male
1,077
Married
1
PhD
Self-Employed
32.028413
Suburban
Comprehensive
2
12
791
7
2021-12-19 15:21:39.134960
Average
No
Weekly
Condo
441
46,633
21
Male
14,288
Divorced
3
High School
Unemployed
18.859181
Urban
Premium
null
2
425
4
2023-12-24 15:21:39.151732
Good
Yes
Rarely
Condo
1,697
46,634
31
Male
115,829
Single
2
Bachelor's
Self-Employed
51.878204
Rural
Comprehensive
0
3
561
4
2022-07-27 15:21:39.134960
Good
No
Rarely
House
511
46,635
22
Female
8,072
Single
3
Bachelor's
null
12.844179
Suburban
Premium
null
6
null
3
2023-04-15 15:21:39.155231
Good
No
Monthly
Condo
855
46,636
22
Female
4,566
Married
3
High School
Self-Employed
37.883051
Rural
Basic
0
6
738
4
2022-12-19 15:21:39.237118
Good
No
Monthly
Apartment
1,852
46,637
51
Male
17,072
Single
null
High School
Employed
38.882452
Suburban
Premium
null
18
419
8
2021-11-12 15:21:39.280784
Average
No
Rarely
Apartment
1,010
46,638
44
Male
76,726
Single
2
PhD
null
41.994717
Suburban
Basic
null
19
743
3
2022-07-04 15:21:39.204790
Average
No
Weekly
House
393
46,639
29
Male
55,494
Divorced
2
High School
Employed
24.582471
Rural
Premium
0
14
638
3
2021-02-15 15:21:39.172097
Good
No
Weekly
Condo
119
46,640
41
Male
120,953
Married
3
PhD
Self-Employed
5.793841
Rural
Comprehensive
2
2
691
2
2024-01-29 15:21:39.152732
null
Yes
Monthly
House
472
46,641
20
Male
null
Married
0
PhD
null
36.382946
Rural
Comprehensive
1
10
434
5
2022-05-30 15:21:39.182597
Good
Yes
Weekly
House
49
46,642
24
Male
69,839
Divorced
3
High School
Self-Employed
13.458636
Suburban
Premium
3
10
474
9
2024-04-13 15:21:39.269494
Average
Yes
Rarely
Apartment
652
46,643
39
Male
3,414
Single
0
Bachelor's
Self-Employed
6.803431
Suburban
Basic
1
12
830
2
2020-05-20 15:21:39.173834
Good
Yes
Daily
Condo
247
46,644
29
Male
16,014
Married
4
PhD
Self-Employed
13.683335
Urban
Basic
null
8
834
6
2022-09-02 15:21:39.219432
Good
No
Monthly
Apartment
3,022
46,645
25
Female
3,730
Married
4
PhD
Self-Employed
38.597329
Urban
Basic
null
17
305
2
2023-01-09 15:21:39.168099
Average
Yes
Daily
Condo
39
46,646
49
Male
43,459
Married
2
PhD
Employed
37.923847
Suburban
Premium
null
17
703
8
2024-04-29 15:21:39.237118
Poor
No
Daily
Apartment
515
46,647
46
Female
1,437
Divorced
1
PhD
null
33.241716
Urban
Comprehensive
4
0
492
7
2022-03-23 15:21:39.224915
Good
Yes
Daily
Condo
1,326
46,648
30
Female
76,944
Married
null
Master's
Employed
36.099447
Rural
Comprehensive
1
16
789
6
2022-06-06 15:21:39.283783
null
Yes
Weekly
House
3,621
46,649
39
Female
32,458
Married
0
High School
Unemployed
26.092886
Urban
Premium
null
4
733
7
2020-08-10 15:21:39.093681
Average
Yes
Weekly
Apartment
759
46,650
45
Male
2,873
Divorced
2
Master's
null
null
Urban
Basic
1
7
517
7
2020-11-13 15:21:39.134960
Poor
No
Daily
Apartment
806
46,651
37
Male
41,223
Single
null
PhD
Self-Employed
14.938403
Urban
Basic
1
12
null
9
2020-08-01 15:21:39.273973
Good
No
Monthly
House
482
46,652
61
Female
16,076
Married
3
Master's
Employed
28.80642
Urban
Comprehensive
null
12
348
1
2021-06-15 15:21:39.134960
Poor
No
Daily
Apartment
1,472
46,653
32
Male
10,802
Divorced
3
Bachelor's
Employed
31.827558
Suburban
Basic
0
2
null
6
2021-02-01 15:21:39.109552
Good
Yes
Rarely
Apartment
951
46,654
29
Male
45,664
Married
4
PhD
Self-Employed
34.739843
Rural
Comprehensive
null
7
844
9
2022-11-09 15:21:39.147735
Poor
Yes
Monthly
House
1,607
46,655
22
Male
81,180
Single
2
High School
Unemployed
8.648401
Suburban
Comprehensive
0
6
442
1
2019-10-09 15:21:39.194829
Average
Yes
Weekly
Apartment
719
46,656
57
Male
100,931
Married
1
Bachelor's
Unemployed
14.774233
Suburban
Basic
1
0
315
3
2024-04-28 15:21:39.134960
Poor
No
Weekly
House
1,083
46,657
59
Female
44,748
Single
0
Bachelor's
Unemployed
9.766679
Rural
Basic
1
8
384
3
2022-06-17 15:21:39.090124
Average
Yes
Weekly
Condo
749
46,658
22
Male
46,912
Divorced
1
Master's
null
6.654911
Rural
Basic
1
12
326
7
2019-12-26 15:21:39.259788
Average
Yes
Rarely
Condo
2,794
46,659
56
Female
60,542
Married
0
High School
Self-Employed
18.271314
Urban
Comprehensive
1
11
null
2
2024-01-09 15:21:39.084065
Average
Yes
Rarely
House
348
46,660
21
Male
1,444
Divorced
3
High School
null
13.938327
Urban
Basic
0
16
518
1
2020-03-08 15:21:39.186212
Good
Yes
Daily
Apartment
350
46,661
34
Male
56,978
Single
2
PhD
null
13.449824
Urban
Comprehensive
3
19
319
3
2024-03-03 15:21:39.173834
Poor
Yes
Monthly
Condo
2,023
46,662
30
Female
15,284
Divorced
1
High School
null
25.719145
Rural
Premium
null
1
443
5
2021-02-18 15:21:39.155231
Good
Yes
Daily
Apartment
258
46,663
null
Male
29,497
Married
0
Master's
Self-Employed
10.087255
Suburban
Comprehensive
1
15
390
8
2024-02-03 15:21:39.134960
null
No
Monthly
Apartment
543
46,664
58
Male
58,844
Married
1
High School
Self-Employed
31.580637
Urban
Comprehensive
1
1
472
1
2022-10-29 15:21:39.206847
Good
No
Daily
House
36
46,665
47
Male
23,015
Married
2
High School
Unemployed
46.737668
Urban
Comprehensive
1
14
null
8
2022-10-21 15:21:39.171102
Good
No
Weekly
House
462
46,666
48
Female
24,224
Married
2
PhD
null
19.051578
Suburban
Premium
0
3
567
8
2022-03-17 15:21:39.092127
Good
No
Daily
Condo
1,746
46,667
45
Male
18,391
Divorced
2
Master's
Employed
39.959222
Suburban
Comprehensive
0
19
586
8
2023-03-16 15:21:39.250151
Good
Yes
Daily
Apartment
1,325
46,668
58
Male
16,074
Single
3
Master's
Unemployed
22.068951
Suburban
Premium
1
9
799
3
2022-02-20 15:21:39.134960
Good
Yes
Rarely
House
1,434
46,669
64
Female
886
Married
null
High School
Self-Employed
15.813109
Suburban
Basic
2
11
388
8
2020-09-09 15:21:39.134960
Average
No
Daily
House
88
46,670
25
Female
30,377
Single
3
PhD
null
39.281265
Suburban
Premium
1
13
null
4
2024-01-25 15:21:39.155231
Average
Yes
Weekly
Apartment
906
46,671
42
Female
16,722
Single
4
PhD
Employed
32.859549
Suburban
Basic
1
0
536
9
2020-01-14 15:21:39.264504
Good
No
Rarely
Condo
3,111
46,672
48
Female
10,157
Single
2
Master's
null
9.785928
Rural
Comprehensive
3
3
832
5
2021-09-17 15:21:39.207847
Average
Yes
Rarely
House
1,871
46,673
31
Female
28,503
Divorced
0
High School
null
34.352765
Urban
Premium
0
8
439
7
2021-04-06 15:21:39.144722
Good
Yes
Weekly
House
2,781
46,674
23
Male
43,729
Single
3
Bachelor's
Self-Employed
29.749654
Suburban
Premium
null
17
608
9
2022-01-08 15:21:39.086123
Good
Yes
Rarely
Apartment
1,613
46,675
23
Female
15,311
Divorced
2
Bachelor's
Employed
11.935658
Urban
Basic
null
5
530
1
2022-04-29 15:21:39.171102
Good
Yes
Monthly
Apartment
1,528
46,676
25
Female
596
Married
3
High School
null
29.749212
Suburban
Comprehensive
1
16
438
7
2022-06-02 15:21:39.155231
Poor
Yes
Rarely
Condo
1,421
46,677
23
Male
73,800
Divorced
4
High School
null
16.136615
Suburban
Comprehensive
3
10
679
1
2021-06-20 15:21:39.122134
Average
Yes
Monthly
Condo
2,060
46,678
56
Male
35,180
Divorced
3
High School
null
39.061306
Suburban
Basic
0
11
534
1
2024-03-21 15:21:39.155231
Poor
Yes
Monthly
Apartment
449
46,679
53
Male
29,167
Single
4
PhD
Employed
39.123913
Urban
Comprehensive
1
14
702
1
2022-06-03 15:21:39.171102
Good
Yes
Rarely
Condo
1,336
46,680
25
Male
47,633
Single
4
Master's
Employed
40.958335
Suburban
Basic
1
13
333
7
2020-06-13 15:21:39.237118
Average
No
Weekly
Apartment
2,094
46,681
21
Male
3,725
Married
2
High School
Employed
4.936016
Rural
Comprehensive
null
3
434
4
2021-01-04 15:21:39.134960
Good
No
Weekly
Condo
1,286
46,682
19
Male
393
Single
1
PhD
Employed
10.039149
Rural
Premium
1
10
611
6
2023-09-22 15:21:39.209847
Average
No
Monthly
House
1,675
46,683
47
Female
32,229
Single
0
High School
null
21.927495
Urban
Premium
0
6
792
5
2021-03-20 15:21:39.285112
Good
Yes
Monthly
Condo
136
46,684
58
Male
5,894
Single
4
Bachelor's
Self-Employed
50.828238
Urban
Basic
1
6
584
2
2020-08-23 15:21:39.134960
Good
No
Rarely
House
456
46,685
42
Female
707
Divorced
1
High School
Unemployed
22.955402
Suburban
Comprehensive
2
11
null
8
2020-04-21 15:21:39.190215
Average
No
Weekly
House
1,086
46,686
28
Male
24,983
Divorced
3
Bachelor's
Unemployed
11.876277
Rural
Premium
2
2
727
4
2023-11-26 15:21:39.092127
Poor
Yes
Daily
Condo
1,643
46,687
49
Female
24,987
Single
1
Bachelor's
null
4.743273
Suburban
Basic
1
12
585
1
2020-11-15 15:21:39.130190
Poor
Yes
Monthly
Condo
829
46,688
40
Male
106,526
Married
null
Bachelor's
Unemployed
25.232746
Suburban
Comprehensive
null
5
403
1
2022-06-20 15:21:39.092127
Good
Yes
Daily
Condo
23
46,689
63
Male
37,349
Divorced
4
Master's
Unemployed
15.807537
Suburban
Premium
5
7
752
5
2021-10-19 15:21:39.194829
null
Yes
Monthly
Apartment
1,216
46,690
26
Male
81,242
null
null
PhD
null
14.74975
Urban
Comprehensive
2
8
822
3
2021-08-30 15:21:39.246098
Good
No
Weekly
Condo
1,459
46,691
36
Male
13,982
Single
3
High School
Employed
29.096624
Suburban
Comprehensive
3
16
null
9
2022-11-09 15:21:39.281787
Average
Yes
Daily
Apartment
28
46,692
42
Female
42,919
Married
4
Bachelor's
null
17.965178
Rural
Comprehensive
null
16
488
1
2024-01-16 15:21:39.214388
Average
Yes
Weekly
House
629
46,693
27
Female
97,578
Single
2
Bachelor's
Self-Employed
27.94251
Rural
Basic
1
7
403
6
2023-11-17 15:21:39.155231
Good
Yes
Daily
House
3,246
46,694
49
Male
9,051
Divorced
2
PhD
Self-Employed
25.661544
Urban
Comprehensive
0
19
null
9
2020-03-29 15:21:39.155231
Poor
No
Daily
Condo
583
46,695
20
Male
26,881
Married
2
High School
Unemployed
13.696084
Suburban
Comprehensive
1
0
null
5
2021-04-05 15:21:39.134960
Average
No
Monthly
Apartment
1,625
46,696
58
Male
8,750
Divorced
1
PhD
null
8.724167
Suburban
Premium
null
10
806
4
2024-04-29 15:21:39.181605
Poor
No
Daily
Condo
1,059
46,697
20
Male
29,862
Single
null
Bachelor's
Employed
43.673429
Rural
Premium
0
3
397
4
2020-03-06 15:21:39.145732
Good
Yes
Weekly
Condo
25
46,698
35
Female
131,821
Divorced
0
Master's
Self-Employed
51.977002
Suburban
Comprehensive
2
16
846
3
2020-09-02 15:21:39.132191
Good
No
Weekly
Apartment
1,036
46,699
30
Female
28,193
Single
2
PhD
Unemployed
35.298814
Rural
Premium
2
10
490
4
2023-09-20 15:21:39.134960
Good
No
Daily
Apartment
736