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
26,100
55
Female
127,540
Married
1
Bachelor's
null
20.358712
Suburban
Basic
1
2
446
8
2024-04-29 15:21:39.180553
Average
Yes
Daily
Condo
1,708
26,101
57
Male
4,735
Married
1
Bachelor's
null
6.133593
Urban
Premium
2
5
497
2
2023-03-22 15:21:39.177724
Average
No
Weekly
House
690
26,102
45
Female
26,584
Married
0
PhD
null
12.557901
Rural
Premium
0
11
323
9
2024-05-03 15:21:39.106582
Poor
No
Weekly
House
553
26,103
49
Male
24,880
Single
1
Master's
Unemployed
46.128576
Suburban
Basic
1
10
708
3
2020-12-18 15:21:39.175719
Average
Yes
Monthly
Apartment
163
26,104
23
Female
65,944
Single
1
Bachelor's
Self-Employed
28.732177
Urban
Basic
null
6
757
9
2021-12-06 15:21:39.134960
Good
Yes
Monthly
Apartment
131
26,105
49
Female
2,447
null
1
Master's
Unemployed
32.442426
Suburban
Comprehensive
1
12
null
2
2020-11-17 15:21:39.155231
Good
No
Monthly
Apartment
939
26,106
39
Male
26,552
Single
3
Master's
Unemployed
20.455785
Suburban
Comprehensive
0
18
571
9
2022-02-01 15:21:39.086123
Poor
Yes
Daily
House
835
26,107
63
Male
9,565
Single
3
PhD
null
19.133349
Urban
Premium
0
18
714
3
2020-10-08 15:21:39.252145
Average
Yes
Rarely
Condo
260
26,108
28
Male
734
Married
0
Bachelor's
Employed
15.333967
Suburban
Premium
1
18
393
9
2021-01-23 15:21:39.155231
Average
No
Rarely
Apartment
552
26,109
48
Female
101,739
Married
null
Master's
Unemployed
7.091941
Urban
Basic
3
8
656
5
2020-04-03 15:21:39.270454
Poor
Yes
Weekly
House
44
26,110
36
Male
3,074
null
1
High School
Unemployed
30.5793
Urban
Basic
null
8
null
7
2023-07-13 15:21:39.276901
Good
No
Monthly
Apartment
1,176
26,111
45
Male
71,330
Married
1
Master's
null
9.898671
Rural
Basic
3
12
469
9
2024-05-24 15:21:39.094752
Good
No
Monthly
House
1,739
26,112
26
Female
12,892
Divorced
2
High School
Self-Employed
23.83948
Suburban
Premium
null
16
704
2
2020-10-15 15:21:39.202448
Good
No
Rarely
Apartment
996
26,113
43
Female
null
Single
1
Master's
Self-Employed
36.912078
Rural
Premium
1
19
376
3
2020-09-27 15:21:39.276901
Good
Yes
Weekly
Condo
484
26,114
51
Female
8,873
Single
2
Bachelor's
null
16.868222
Urban
Basic
null
16
562
1
2024-06-21 15:21:39.237118
Good
No
Monthly
Condo
1,089
26,115
54
Female
122,962
Single
4
High School
Unemployed
17.737155
Rural
Comprehensive
1
4
null
4
2024-03-12 15:21:39.280784
Average
Yes
Daily
Apartment
390
26,116
44
Female
111,927
Single
2
Bachelor's
Unemployed
42.235075
Urban
Premium
0
15
407
4
2023-08-20 15:21:39.155231
Good
No
Weekly
Condo
821
26,117
null
Female
14,862
null
4
Bachelor's
Self-Employed
9.509311
Suburban
Basic
1
17
704
6
2020-03-31 15:21:39.237118
Poor
Yes
Weekly
Apartment
919
26,118
26
Female
27,124
Single
0
PhD
Employed
43.206792
Urban
Premium
3
19
561
9
2024-03-26 15:21:39.145732
Poor
No
Weekly
House
1,124
26,119
61
Female
123,396
Divorced
2
Master's
Unemployed
17.917302
Suburban
Premium
null
12
438
5
2020-02-09 15:21:39.112553
Good
Yes
Daily
Apartment
689
26,120
43
Male
18,584
Single
2
Bachelor's
Self-Employed
9.16498
Urban
Premium
2
9
499
6
2023-09-16 15:21:39.200452
Good
Yes
Daily
House
149
26,121
21
Male
825
Single
3
PhD
Unemployed
null
Suburban
Comprehensive
null
2
694
3
2021-03-02 15:21:39.134960
Average
Yes
Daily
Apartment
589
26,122
48
Male
134,943
Divorced
3
High School
Unemployed
14.633139
Urban
Basic
1
0
473
6
2023-03-16 15:21:39.190215
Poor
No
Weekly
Apartment
3,525
26,123
28
Male
1,851
Single
4
Master's
Employed
45.528415
Urban
Premium
0
4
584
6
2024-06-29 15:21:39.194829
Average
No
Monthly
Apartment
29
26,124
59
Male
70,793
Divorced
4
Bachelor's
Unemployed
35.624171
Rural
Basic
null
15
398
8
2024-06-19 15:21:39.152732
Poor
No
Rarely
Apartment
605
26,125
41
Female
34,689
Single
3
High School
Employed
45.366739
Rural
Premium
3
2
637
5
2024-02-08 15:21:39.144722
Average
Yes
Weekly
Apartment
813
26,126
54
Male
24
Married
0
Bachelor's
Self-Employed
17.067015
Urban
Basic
2
5
542
7
2021-10-13 15:21:39.134960
Good
Yes
Daily
House
477
26,127
60
Male
30,089
Divorced
4
Master's
Unemployed
19.922138
Suburban
Comprehensive
null
1
null
9
2023-07-22 15:21:39.155231
Good
Yes
Monthly
Condo
1,077
26,128
62
Male
15,055
Married
3
PhD
null
42.923303
Suburban
Comprehensive
null
19
788
9
2021-04-09 15:21:39.253660
Poor
No
Monthly
Condo
801
26,129
33
Female
18,072
Single
2
PhD
null
12.491478
Suburban
Premium
0
13
null
4
2023-11-18 15:21:39.276901
Poor
No
Weekly
Apartment
852
26,130
52
Male
5,830
Single
4
PhD
null
10.723249
Suburban
Comprehensive
null
12
null
2
2020-08-26 15:21:39.237118
Good
Yes
Daily
Apartment
496
26,131
46
Male
48,722
Married
4
Bachelor's
Self-Employed
14.056151
Suburban
Premium
null
2
446
9
2023-05-15 15:21:39.237118
Good
Yes
Weekly
House
1,854
26,132
32
Male
5,527
Single
2
Master's
Self-Employed
30.527181
Urban
Basic
0
8
626
4
2022-12-24 15:21:39.172097
Average
Yes
Weekly
Apartment
1,219
26,133
28
Male
16,082
Married
3
Master's
null
null
Suburban
Basic
null
1
553
1
2020-03-02 15:21:39.134960
Poor
No
Weekly
Apartment
767
26,134
47
Female
9,881
Married
0
Bachelor's
null
41.065121
Suburban
Basic
0
15
707
3
2021-11-29 15:21:39.134960
Good
Yes
Daily
House
489
26,135
26
Female
15,983
Married
2
PhD
null
15.926644
Rural
Basic
1
3
null
3
2020-09-08 15:21:39.134960
Average
Yes
Rarely
Apartment
562
26,136
52
Female
43,920
Divorced
4
High School
null
12.064325
Suburban
Basic
0
1
609
1
2021-03-22 15:21:39.211806
Poor
No
Weekly
Condo
880
26,137
50
Female
39,729
Single
0
PhD
null
27.566843
Suburban
Premium
4
6
616
9
2021-05-31 15:21:39.096739
Good
Yes
Rarely
Apartment
2,252
26,138
50
Female
2,551
Divorced
0
Master's
Employed
27.098447
Rural
Comprehensive
0
18
842
4
2020-03-30 15:21:39.192212
Good
No
Daily
Apartment
2,611
26,139
25
Female
null
Single
0
Master's
Self-Employed
41.334987
Rural
Comprehensive
1
18
null
3
2023-07-17 15:21:39.259788
Good
Yes
Weekly
Apartment
84
26,140
28
Male
26,881
Single
2
High School
Unemployed
12.865314
Urban
Premium
3
18
826
8
2024-07-12 15:21:39.194829
Good
Yes
Monthly
Apartment
1,726
26,141
39
Male
1,145
Single
1
Master's
null
18.692562
Rural
Premium
1
0
793
1
2019-11-06 15:21:39.237118
Good
Yes
Rarely
Condo
233
26,142
64
Female
939
Married
4
High School
Self-Employed
50.586035
Suburban
Comprehensive
2
13
502
4
2024-06-01 15:21:39.088124
Average
Yes
Monthly
House
2,229
26,143
29
Male
null
Married
null
Bachelor's
Self-Employed
27.492711
Rural
Basic
1
1
318
9
2023-03-29 15:21:39.153733
Good
No
Weekly
Condo
1,537
26,144
45
Female
44,170
Single
3
High School
null
13.938327
Suburban
Comprehensive
1
18
610
5
2022-07-08 15:21:39.185215
Poor
Yes
Monthly
Apartment
350
26,145
27
Female
43,947
Single
0
Master's
Self-Employed
30.49563
Rural
Comprehensive
0
9
792
1
2022-05-15 15:21:39.237118
Good
No
Daily
House
1,123
26,146
43
Male
45,664
Married
1
Bachelor's
Self-Employed
26.470714
Urban
Basic
0
2
null
4
2022-04-29 15:21:39.223390
Good
Yes
Daily
Apartment
1,229
26,147
23
Female
66,807
Single
1
Master's
null
17.739182
Rural
Basic
2
1
616
4
2021-12-22 15:21:39.134960
Average
No
Rarely
Condo
3,318
26,148
37
Male
25,135
Divorced
2
Bachelor's
null
null
Suburban
Premium
4
0
775
1
2019-10-22 15:21:39.279729
Average
No
Rarely
House
434
26,149
57
Male
39,734
Divorced
3
PhD
Unemployed
41.264959
Rural
Premium
1
13
696
6
2022-12-03 15:21:39.134960
Average
Yes
Daily
House
459
26,150
50
Female
18,260
Married
2
Master's
Employed
33.126612
Urban
Basic
0
16
513
8
2019-09-03 15:21:39.112553
Good
No
Daily
Condo
1,058
26,151
43
Male
35,113
null
0
PhD
Self-Employed
29.457817
Rural
Comprehensive
1
13
718
2
2021-03-29 15:21:39.168099
null
Yes
Monthly
Condo
22
26,152
23
Female
21,733
Divorced
0
High School
Employed
10.270832
Rural
Comprehensive
0
19
661
6
2022-10-29 15:21:39.283783
Average
No
Rarely
Condo
478
26,153
31
Male
6,814
Married
4
PhD
Self-Employed
51.074581
Urban
Premium
0
5
691
7
2023-09-24 15:21:39.274993
Average
Yes
Weekly
Condo
1,071
26,154
20
Female
54,558
null
3
Bachelor's
null
43.145785
Urban
Premium
2
9
765
3
2022-12-23 15:21:39.093681
Poor
Yes
Monthly
House
933
26,155
42
Female
758
Married
4
PhD
Employed
45.241579
Suburban
Basic
null
10
318
6
2021-09-01 15:21:39.085129
Poor
No
Rarely
House
1,878
26,156
45
Male
44,112
Single
3
High School
Self-Employed
23.734861
Rural
Comprehensive
0
1
477
2
2020-06-14 15:21:39.134960
Average
No
Weekly
Condo
2,742
26,157
23
Male
3,436
Married
3
PhD
Unemployed
21.966194
Urban
Comprehensive
null
5
552
7
2022-11-05 15:21:39.282785
Good
No
Weekly
House
3,233
26,158
18
Male
728
Single
4
PhD
null
23.845244
Rural
Basic
null
9
642
7
2021-07-25 15:21:39.134960
Average
No
Monthly
House
20
26,159
48
Male
124,998
Single
3
Master's
Self-Employed
44.845836
Suburban
Comprehensive
1
11
309
4
2020-12-04 15:21:39.092127
Poor
Yes
Daily
Apartment
124
26,160
41
Female
4,945
Married
3
Master's
Unemployed
9.162488
Rural
Premium
null
18
339
4
2023-08-22 15:21:39.213373
Average
No
Daily
Condo
2,047
26,161
43
Male
5,939
Divorced
2
Master's
Self-Employed
4.615618
Rural
Comprehensive
3
10
null
1
2024-04-14 15:21:39.282785
Good
No
Monthly
Apartment
45
26,162
56
Female
null
Married
1
High School
null
31.296898
Rural
Premium
3
12
366
6
2023-05-09 15:21:39.108562
Poor
No
Daily
Condo
2,137
26,163
25
Female
2,364
Married
3
Master's
Employed
12.279947
Suburban
Basic
1
15
415
7
2024-05-06 15:21:39.199447
Poor
No
Weekly
House
1,297
26,164
62
Male
4,879
Single
2
Master's
Unemployed
11.084168
Suburban
Comprehensive
1
13
564
1
2019-11-13 15:21:39.144722
Average
No
Rarely
Apartment
1,221
26,165
44
Female
24,249
Divorced
null
Bachelor's
null
21.382663
Rural
Premium
1
12
486
4
2021-02-27 15:21:39.282785
Good
No
Weekly
Condo
1,140
26,166
44
Male
5,894
Divorced
1
Master's
null
null
Suburban
Comprehensive
null
0
496
8
2021-09-06 15:21:39.270454
Average
Yes
Rarely
Condo
942
26,167
31
Male
56,984
Married
3
Bachelor's
null
19.918554
Suburban
Premium
3
16
373
3
2023-05-05 15:21:39.134960
Good
No
Weekly
House
671
26,168
43
Female
15,387
Married
2
Bachelor's
Self-Employed
22.734007
Urban
Comprehensive
0
16
671
2
2021-11-18 15:21:39.223390
Poor
No
Rarely
Apartment
524
26,169
31
Female
128,810
Married
null
Master's
null
12.382556
Rural
Basic
0
12
415
1
2020-03-22 15:21:39.281787
Good
Yes
Daily
Apartment
2,329
26,170
58
Female
38,775
Married
0
Master's
Self-Employed
32.857193
Urban
Basic
2
7
null
6
2021-05-21 15:21:39.155231
Poor
No
Monthly
House
478
26,171
43
Female
64,910
Single
2
PhD
null
17.185059
Urban
Premium
2
2
387
6
2020-11-13 15:21:39.169102
Average
Yes
Rarely
Apartment
538
26,172
31
Male
81,118
Divorced
2
High School
Unemployed
6.991646
Rural
Comprehensive
null
2
336
3
2024-05-30 15:21:39.114118
null
No
Daily
Condo
563
26,173
24
Male
810
Divorced
0
PhD
Self-Employed
38.039684
Urban
Comprehensive
1
2
424
9
2023-06-19 15:21:39.248098
Average
No
Rarely
Apartment
1,180
26,174
28
Female
5,045
Divorced
3
PhD
Self-Employed
26.892617
Rural
Comprehensive
0
13
687
5
2020-04-10 15:21:39.095696
Average
No
Daily
Condo
721
26,175
48
Male
59
Married
0
PhD
null
30.534654
Rural
Premium
0
7
626
7
2022-05-24 15:21:39.282785
null
No
Monthly
Condo
245
26,176
64
Female
4,077
Single
0
Bachelor's
null
34.244048
Suburban
Basic
5
14
762
3
2020-07-06 15:21:39.084065
Good
Yes
Monthly
Apartment
1,452
26,177
18
Male
45,552
Divorced
null
Bachelor's
null
17.722107
Rural
Basic
1
0
687
5
2022-01-31 15:21:39.229482
Poor
No
Weekly
House
929
26,178
21
Male
55,567
Single
1
High School
Self-Employed
24.881639
Rural
Premium
null
18
603
8
2021-10-19 15:21:39.237118
Poor
Yes
Daily
House
341
26,179
56
Female
23,887
Married
2
Master's
null
34.058969
Urban
Premium
3
4
613
6
2019-08-19 15:21:39.237118
Good
Yes
Daily
House
1,240
26,180
22
Male
3,050
Married
0
Master's
Self-Employed
18.324964
Suburban
Basic
2
3
null
5
2023-01-11 15:21:39.237118
Good
No
Weekly
Condo
531
26,181
53
Female
85,961
Single
3
Master's
Employed
25.016671
Urban
Basic
0
16
716
4
2021-11-29 15:21:39.096739
Good
Yes
Rarely
House
143
26,182
58
Female
23,210
Divorced
3
PhD
Self-Employed
20.473321
Suburban
Premium
0
1
485
4
2023-10-19 15:21:39.108562
Poor
Yes
Weekly
Condo
1,802
26,183
36
Female
2,683
Single
0
Bachelor's
Employed
17.3779
Urban
Comprehensive
2
4
684
4
2023-10-24 15:21:39.155231
Average
Yes
Daily
Apartment
1,111
26,184
49
Female
7,091
Divorced
null
Bachelor's
Unemployed
13.796056
Suburban
Premium
4
19
594
8
2023-01-19 15:21:39.237118
Good
Yes
Rarely
Apartment
831
26,185
35
Female
6,391
Divorced
2
High School
Self-Employed
11.927037
Rural
Premium
null
8
626
9
2022-01-19 15:21:39.261856
Average
Yes
Weekly
Condo
1,156
26,186
44
Female
32,005
Single
3
Bachelor's
null
29.839793
Urban
Comprehensive
1
0
530
9
2024-06-10 15:21:39.155231
Average
Yes
Weekly
Apartment
798
26,187
18
Female
22,232
Divorced
0
Bachelor's
null
26.9884
Rural
Premium
0
3
415
5
2023-09-03 15:21:39.175719
Poor
Yes
Rarely
House
1,731
26,188
29
Female
85,794
Divorced
2
Bachelor's
Self-Employed
7.583419
Suburban
Comprehensive
1
6
328
8
2019-11-29 15:21:39.290098
Poor
No
Rarely
Apartment
590
26,189
47
Male
6,957
Married
3
Bachelor's
Employed
19.944417
Suburban
Premium
0
9
602
7
2020-08-14 15:21:39.168099
Average
No
Daily
House
391
26,190
27
Male
36,704
null
0
Master's
null
null
Urban
Premium
null
1
711
4
2024-08-06 15:21:39.113566
Good
Yes
Monthly
House
971
26,191
41
Male
51,399
Divorced
2
Master's
Employed
36.519855
Suburban
Basic
1
16
409
4
2023-01-24 15:21:39.109552
Good
No
Rarely
Condo
1,477
26,192
60
Female
1,350
Single
3
PhD
Employed
5.913508
Rural
Premium
0
17
722
2
2020-12-03 15:21:39.192212
Good
No
Rarely
Condo
30
26,193
60
Female
10,170
Single
1
Bachelor's
Employed
44.357978
Suburban
Basic
null
11
821
6
2022-06-03 15:21:39.172097
null
Yes
Weekly
Apartment
488
26,194
25
Male
12,052
Divorced
0
Bachelor's
Employed
19.9725
Suburban
Comprehensive
1
13
659
1
2022-08-29 15:21:39.254678
Good
No
Daily
House
471
26,195
31
Male
7,085
Divorced
1
High School
Unemployed
19.058666
Urban
Basic
null
17
679
3
2019-11-30 15:21:39.192212
Average
No
Rarely
Apartment
669
26,196
null
Female
null
Divorced
2
High School
Unemployed
null
Suburban
Premium
0
11
null
9
2021-07-13 15:21:39.089116
null
Yes
Rarely
House
1,823
26,197
59
Female
13,881
Married
3
Master's
null
19.504486
Suburban
Comprehensive
1
11
638
8
2020-09-17 15:21:39.134960
Good
No
Monthly
Condo
536
26,198
31
Male
2,822
Divorced
4
High School
null
12.483696
Suburban
Comprehensive
null
10
412
6
2020-11-03 15:21:39.094752
Average
No
Daily
Condo
1,915
26,199
58
Female
25,962
Single
0
Bachelor's
Self-Employed
36.858983
Suburban
Premium
0
19
775
8
2022-04-01 15:21:39.087123
Average
No
Weekly
Apartment
1,701