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
2,100
32
Female
108,949
Married
2
High School
Self-Employed
5.818054
Rural
Basic
2
4
442
2
2020-05-04 15:21:39.196387
Good
No
Daily
Condo
1,582
2,101
28
Female
3,748
Single
2
Bachelor's
null
21.934145
Rural
Basic
0
12
584
4
2021-12-24 15:21:39.183598
Average
Yes
Rarely
Apartment
336
2,102
39
Male
41,983
Single
2
Bachelor's
Self-Employed
32.99421
Suburban
Basic
null
12
672
8
2019-09-07 15:21:39.134960
Poor
Yes
Rarely
House
3,276
2,103
45
Male
24,140
Divorced
4
Bachelor's
null
17.585526
Rural
Premium
null
1
682
3
2022-09-24 15:21:39.228521
Poor
Yes
Daily
House
725
2,104
36
Female
16,087
Divorced
1
High School
null
13.543264
Suburban
Basic
null
13
451
7
2019-10-04 15:21:39.278180
Poor
Yes
Rarely
Apartment
963
2,105
60
Female
739
Married
3
Master's
Self-Employed
13.14526
Suburban
Comprehensive
null
0
758
5
2020-09-06 15:21:39.155231
Poor
Yes
Weekly
Condo
23
2,106
59
Female
7,062
Married
1
Bachelor's
Unemployed
19.95361
Rural
Premium
null
18
706
1
2024-04-28 15:21:39.207847
Poor
No
Monthly
Condo
3,625
2,107
24
Female
7,931
Married
4
Master's
null
35.506502
Suburban
Premium
0
3
753
4
2024-08-06 15:21:39.176717
Average
No
Daily
House
3,107
2,108
19
Male
108,469
Divorced
0
Master's
null
20.708975
Suburban
Premium
2
19
766
6
2021-04-30 15:21:39.276901
null
Yes
Rarely
Condo
830
2,109
27
Male
40,491
Single
1
PhD
Self-Employed
30.078496
Urban
Basic
0
13
738
4
2021-12-29 15:21:39.084065
Good
No
Daily
Apartment
509
2,110
45
Male
37,991
Divorced
0
Bachelor's
Self-Employed
4.250101
Rural
Comprehensive
null
16
551
4
2024-01-12 15:21:39.183598
Good
No
Monthly
Condo
1,345
2,111
26
Female
35,786
Divorced
null
Master's
Self-Employed
26.929509
Rural
Basic
1
3
null
7
2020-10-28 15:21:39.146733
Poor
Yes
Monthly
Condo
656
2,112
22
Female
94,505
Married
1
Bachelor's
Self-Employed
36.551006
Urban
Premium
0
9
508
1
2022-05-27 15:21:39.155231
Average
Yes
Monthly
Condo
22
2,113
22
Male
65,718
Single
4
PhD
Unemployed
23.993563
Suburban
Premium
null
19
403
3
2023-08-05 15:21:39.261856
Poor
Yes
Weekly
Condo
468
2,114
22
Female
108,700
Married
3
High School
null
28.987416
Rural
Premium
1
5
313
4
2020-03-19 15:21:39.107553
Poor
No
Weekly
House
612
2,115
35
Male
30,109
Divorced
2
High School
null
44.663092
Urban
Comprehensive
0
7
597
2
2024-01-06 15:21:39.150730
Average
No
Monthly
Condo
1,205
2,116
46
Female
5,550
Divorced
0
Bachelor's
Employed
33.543408
Suburban
Comprehensive
0
4
668
6
2020-05-06 15:21:39.281787
Good
Yes
Monthly
Apartment
1,748
2,117
40
Male
533
Single
3
Master's
Employed
23.869883
Suburban
Comprehensive
0
8
439
5
2021-03-26 15:21:39.134960
Average
Yes
Monthly
Apartment
1,139
2,118
45
Female
7,821
Single
1
Bachelor's
Self-Employed
24.83785
Suburban
Basic
1
5
677
5
2023-05-26 15:21:39.151732
Average
Yes
Rarely
Condo
524
2,119
21
Female
19,354
Married
0
PhD
Unemployed
19.812474
Suburban
Premium
1
4
372
5
2023-01-29 15:21:39.122134
Good
Yes
Rarely
House
517
2,120
64
Female
132,643
Divorced
3
High School
null
null
Rural
Comprehensive
null
8
464
7
2021-05-14 15:21:39.121169
Average
No
Monthly
Condo
36
2,121
35
Female
1,044
Married
2
High School
null
15.84411
Rural
Basic
3
7
null
6
2024-05-21 15:21:39.237118
Average
No
Monthly
House
29
2,122
31
Male
21,763
Single
2
PhD
Unemployed
12.0089
Rural
Premium
0
6
null
9
2023-08-11 15:21:39.201446
Good
No
Weekly
Apartment
1,631
2,123
51
Male
3,705
Single
1
PhD
Unemployed
30.735321
Suburban
Comprehensive
2
8
667
5
2020-07-12 15:21:39.226954
Poor
No
Weekly
Apartment
709
2,124
57
Female
7,530
Married
3
PhD
null
29.465937
Suburban
Basic
1
14
595
2
2022-10-28 15:21:39.182597
Average
No
Weekly
House
1,830
2,125
54
Female
2,900
Divorced
0
High School
null
null
Suburban
Comprehensive
3
1
838
3
2024-03-13 15:21:39.264504
Average
No
Monthly
Condo
2,672
2,126
59
Male
5,132
Married
1
Master's
Self-Employed
30.964644
Urban
Basic
1
8
772
1
2023-09-16 15:21:39.177724
Average
Yes
Weekly
House
1,102
2,127
56
Female
141,536
Divorced
3
High School
Self-Employed
19.2745
Urban
Basic
1
6
359
6
2024-01-28 15:21:39.181605
Good
Yes
Daily
Apartment
107
2,128
57
Male
61,271
Single
4
High School
null
8.092173
Urban
Premium
2
1
523
8
2020-01-09 15:21:39.105504
Good
No
Daily
Condo
2,183
2,129
45
Male
16,259
Single
0
Bachelor's
null
33.87928
Urban
Basic
1
0
582
8
2020-04-11 15:21:39.155231
Poor
Yes
Rarely
Condo
885
2,130
38
Male
43,901
Divorced
3
High School
null
24.990569
Suburban
Comprehensive
0
9
589
1
2019-12-24 15:21:39.237118
Average
No
Monthly
Condo
612
2,131
19
Female
3,738
Married
3
PhD
null
30.387796
Suburban
Basic
2
1
635
1
2019-08-19 15:21:39.134960
Average
Yes
Weekly
Apartment
544
2,132
25
Male
16,486
Married
0
High School
Unemployed
46.857422
Urban
Premium
1
8
null
6
2021-12-01 15:21:39.285112
Good
No
Weekly
Apartment
2,023
2,133
50
Female
4,645
Single
0
Master's
Employed
32.394916
Urban
Premium
1
0
511
1
2024-04-12 15:21:39.088124
Good
No
Daily
Apartment
846
2,134
48
Male
29,003
Divorced
4
Bachelor's
Employed
32.828014
Urban
Comprehensive
0
18
null
8
2020-01-01 15:21:39.192212
Average
Yes
Weekly
Apartment
828
2,135
null
Female
508
Divorced
0
PhD
null
27.952434
Suburban
Basic
2
0
389
8
2021-09-05 15:21:39.094752
Good
No
Daily
House
92
2,136
19
Female
8,942
Married
null
High School
null
18.587961
Urban
Premium
2
14
459
3
2021-07-16 15:21:39.094752
Average
No
Daily
Condo
1,232
2,137
62
Female
null
Single
3
PhD
Self-Employed
18.691896
Urban
Comprehensive
null
9
313
8
2023-11-04 15:21:39.134960
Poor
Yes
Weekly
Condo
927
2,138
63
Female
5,270
Divorced
1
High School
Self-Employed
23.564493
Suburban
Comprehensive
null
14
null
2
2020-12-05 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,140
2,139
29
Female
29,102
Divorced
0
Master's
Self-Employed
24.505037
Rural
Comprehensive
0
9
null
7
2019-10-03 15:21:39.245086
Good
Yes
Daily
Apartment
588
2,140
44
Male
22,963
Divorced
null
PhD
Employed
27.682028
Rural
Comprehensive
3
2
null
6
2023-06-26 15:21:39.134960
Good
No
Daily
Apartment
554
2,141
34
Male
null
null
2
PhD
Unemployed
20.470149
Urban
Comprehensive
3
1
313
7
2023-06-25 15:21:39.086123
Average
No
Daily
Condo
581
2,142
26
Male
36,608
Married
4
Bachelor's
null
14.430629
Urban
Premium
0
18
704
7
2024-05-30 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,266
2,143
47
Female
910
Married
4
High School
Employed
null
Rural
Basic
0
3
662
6
2023-03-10 15:21:39.237118
Good
Yes
Rarely
Apartment
882
2,144
33
Female
8,078
Single
2
PhD
Self-Employed
5.517436
Suburban
Premium
0
12
null
1
2022-11-04 15:21:39.155231
Poor
Yes
Weekly
House
28
2,145
62
Male
22,077
Married
3
Bachelor's
Employed
22.713741
Urban
Premium
2
14
812
9
2022-12-08 15:21:39.155231
Poor
No
Daily
Apartment
2,375
2,146
41
Female
54,721
Single
1
Bachelor's
Employed
37.341174
Urban
Comprehensive
2
19
833
8
2021-05-15 15:21:39.202448
Poor
No
Monthly
Condo
2,038
2,147
37
Male
17,310
Single
null
Bachelor's
Unemployed
34.128917
Suburban
Basic
2
14
522
9
2024-01-05 15:21:39.092127
Average
No
Rarely
House
442
2,148
23
Male
23,188
Divorced
3
Bachelor's
Self-Employed
31.372575
Rural
Premium
0
15
848
4
2021-01-09 15:21:39.274993
Average
No
Monthly
House
897
2,149
40
Male
18,127
Single
3
Master's
null
32.391789
Rural
Comprehensive
1
18
839
2
2023-12-15 15:21:39.237118
Good
No
Daily
Condo
590
2,150
23
Female
45,308
Divorced
0
Master's
Self-Employed
41.596824
Urban
Comprehensive
1
13
725
6
2022-02-01 15:21:39.098696
Good
No
Weekly
House
817
2,151
61
Female
27,450
Single
0
High School
Self-Employed
45.681219
Urban
Basic
null
5
796
1
2023-12-11 15:21:39.204790
Poor
No
Monthly
Apartment
1,450
2,152
48
Female
38,143
Married
3
PhD
Unemployed
17.573523
Urban
Comprehensive
0
17
603
3
2024-04-04 15:21:39.089116
Average
Yes
Weekly
Apartment
2,772
2,153
39
Male
10,093
Married
null
PhD
Self-Employed
48.611842
Suburban
Premium
null
15
452
5
2020-08-16 15:21:39.097737
Average
No
Weekly
Apartment
593
2,154
22
Female
7,970
Single
4
Master's
Unemployed
29.674263
Urban
Premium
1
13
482
8
2020-11-28 15:21:39.148733
Poor
Yes
Rarely
Condo
1,686
2,155
27
Female
121,685
Married
3
PhD
null
47.580965
Rural
Premium
3
5
817
4
2020-05-21 15:21:39.219432
Poor
Yes
Monthly
Apartment
2,610
2,156
25
Male
82,272
Married
2
Master's
Employed
null
Suburban
Basic
2
18
602
3
2021-06-07 15:21:39.250151
null
No
Monthly
Condo
689
2,157
36
Female
35,706
Single
3
PhD
Unemployed
52.144579
Suburban
Premium
null
3
646
9
2020-10-07 15:21:39.254678
Good
No
Rarely
House
942
2,158
null
Male
9,314
Married
2
High School
Employed
48.839289
Urban
Basic
1
2
705
1
2022-02-17 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,931
2,159
30
Male
33,262
Divorced
3
PhD
Self-Employed
45.723215
Suburban
Basic
0
1
657
1
2022-05-16 15:21:39.237118
Poor
No
Weekly
Apartment
1,631
2,160
48
Female
27,074
Divorced
1
High School
Self-Employed
10.846321
Urban
Comprehensive
3
6
315
9
2020-04-26 15:21:39.084065
Good
No
Monthly
Apartment
1,032
2,161
48
Male
1,158
Single
4
PhD
Self-Employed
22.685987
Urban
Premium
0
5
812
1
2022-03-14 15:21:39.182597
Poor
No
Weekly
House
29
2,162
47
Female
1,299
Divorced
1
Bachelor's
Employed
33.090132
Rural
Premium
3
14
715
4
2023-10-05 15:21:39.237118
Good
Yes
Daily
Condo
2,460
2,163
29
Male
29,552
Divorced
2
High School
null
27.353595
Urban
Premium
0
11
616
2
2021-02-07 15:21:39.255696
Average
No
Rarely
Condo
1,174
2,164
21
Male
44,799
Married
1
PhD
null
26.917774
Rural
Comprehensive
null
7
467
1
2022-08-01 15:21:39.257696
Average
Yes
Rarely
Condo
1,104
2,165
61
Male
6,872
Married
3
Master's
Self-Employed
24.005789
Suburban
Basic
3
17
613
4
2020-11-05 15:21:39.235012
Poor
Yes
Daily
Condo
1,654
2,166
55
Female
24,704
Single
4
PhD
null
11.052418
Urban
Comprehensive
2
16
683
2
2023-07-16 15:21:39.172097
Good
No
Weekly
Apartment
1,022
2,167
38
Male
5,839
Married
2
High School
Unemployed
32.572537
Suburban
Premium
1
16
536
7
2023-11-20 15:21:39.172097
Poor
No
Rarely
Apartment
843
2,168
36
Female
6,942
Divorced
0
High School
Unemployed
38.832508
Suburban
Premium
null
12
849
4
2021-07-19 15:21:39.258696
Good
No
Monthly
House
1,744
2,169
51
Female
113,826
Divorced
3
Master's
null
21.661937
Rural
Basic
3
19
571
4
2023-04-26 15:21:39.290098
Good
Yes
Weekly
House
2,616
2,170
64
Male
26,395
Single
1
PhD
Self-Employed
41.926632
Urban
Basic
3
2
838
7
2023-05-12 15:21:39.134960
Poor
No
Monthly
House
381
2,171
43
Female
15,861
Divorced
4
Bachelor's
Unemployed
30.441311
Urban
Premium
0
18
null
5
2020-08-16 15:21:39.134960
Good
Yes
Monthly
House
1,067
2,172
29
Male
39,737
Married
4
Master's
Self-Employed
7.758964
Suburban
Comprehensive
0
17
672
9
2023-02-03 15:21:39.282785
Good
No
Monthly
House
1,253
2,173
56
Female
7,991
Single
2
High School
Self-Employed
30.619558
Rural
Premium
null
8
622
9
2022-03-06 15:21:39.102694
Poor
Yes
Monthly
Condo
565
2,174
61
Female
10,285
Single
null
High School
null
30.990281
Suburban
Comprehensive
0
11
696
7
2020-02-04 15:21:39.144722
Good
No
Daily
Condo
1,094
2,175
40
Female
1,457
Married
3
Bachelor's
Self-Employed
14.960912
Urban
Comprehensive
3
4
579
8
2023-10-17 15:21:39.099739
Average
Yes
Daily
Apartment
1,229
2,176
56
Female
30,619
Married
1
Master's
Unemployed
17.858183
Suburban
Basic
0
3
572
1
2021-05-13 15:21:39.130190
Average
No
Weekly
House
172
2,177
39
Female
90,517
Married
3
PhD
Employed
20.284324
Rural
Basic
3
19
365
4
2020-07-23 15:21:39.106582
Average
No
Monthly
House
1,476
2,178
58
Female
22,688
Married
2
Bachelor's
null
25.049607
Rural
Premium
0
13
523
3
2020-10-19 15:21:39.155231
Good
No
Daily
Apartment
1,269
2,179
22
Male
133,490
Single
0
Master's
Employed
52.363475
Rural
Premium
0
4
null
7
2022-12-27 15:21:39.096739
Average
No
Monthly
House
575
2,180
39
Male
40,930
Single
2
Bachelor's
Self-Employed
12.457949
Urban
Premium
1
7
542
5
2020-12-10 15:21:39.168099
Average
Yes
Daily
Condo
3,742
2,181
38
Male
66,256
Divorced
1
Bachelor's
Employed
40.439027
Urban
Premium
null
5
371
2
2020-07-20 15:21:39.170099
Poor
Yes
Daily
House
786
2,182
28
Female
25,011
Divorced
0
Bachelor's
Unemployed
12.92615
Urban
Basic
null
11
null
9
2022-11-27 15:21:39.279729
Average
No
Weekly
Apartment
1,049
2,183
56
Female
22,447
Single
3
Master's
null
26.344574
Urban
Basic
1
1
324
4
2020-09-03 15:21:39.118178
Good
Yes
Rarely
Apartment
1,204
2,184
19
Male
6,877
Single
0
Master's
null
null
Rural
Premium
1
19
744
8
2020-03-20 15:21:39.144722
Poor
No
Weekly
House
1,447
2,185
60
Male
1,178
Divorced
1
Bachelor's
Unemployed
26.844655
Suburban
Comprehensive
1
11
null
2
2024-06-10 15:21:39.222387
Good
Yes
Daily
Apartment
2,680
2,186
55
Male
113,780
Married
null
PhD
Employed
25.129976
Suburban
Premium
3
18
616
9
2020-03-26 15:21:39.091080
Average
Yes
Monthly
House
2,687
2,187
35
Male
25,963
Single
1
High School
null
20.637842
Rural
Comprehensive
1
17
805
4
2020-03-01 15:21:39.092127
Poor
Yes
Daily
Condo
715
2,188
19
Female
78,369
Single
1
PhD
null
17.992867
Urban
Basic
0
1
561
8
2020-12-09 15:21:39.194829
null
Yes
Weekly
Apartment
2,070
2,189
20
Female
745
Married
4
High School
Employed
13.769117
Rural
Premium
0
10
null
9
2024-04-20 15:21:39.283783
Average
Yes
Weekly
Apartment
2,596
2,190
64
Female
53,901
Married
2
High School
Unemployed
9.843242
Rural
Comprehensive
0
19
410
9
2021-07-12 15:21:39.236064
Poor
Yes
Weekly
Condo
684
2,191
58
Male
87,876
Single
0
Bachelor's
Self-Employed
14.582516
Urban
Premium
null
2
554
2
2023-10-18 15:21:39.124659
Poor
Yes
Daily
Condo
3,694
2,192
36
Male
3,357
Single
1
Master's
Self-Employed
30.967291
Rural
Comprehensive
null
3
653
2
2024-01-09 15:21:39.173834
Average
Yes
Weekly
Apartment
3,357
2,193
59
Male
39,076
Single
3
PhD
null
17.990538
Urban
Comprehensive
null
0
608
2
2019-11-23 15:21:39.134960
Average
No
Monthly
Apartment
1,233
2,194
61
Female
456
Married
2
High School
null
null
Suburban
Basic
0
2
795
5
2020-01-31 15:21:39.222387
Average
No
Rarely
Apartment
983
2,195
43
Male
39,644
Single
3
High School
Unemployed
39.896092
Urban
Basic
0
13
600
2
2023-09-24 15:21:39.260856
Average
No
Weekly
Condo
2,064
2,196
31
Male
143,701
Single
0
PhD
Unemployed
8.076662
Rural
Premium
0
12
null
8
2019-11-19 15:21:39.283783
Good
No
Monthly
House
237
2,197
48
Female
27,891
Married
1
PhD
Self-Employed
36.284712
Urban
Premium
1
4
636
9
2020-11-21 15:21:39.134960
Average
Yes
Monthly
Apartment
531
2,198
39
Female
96,768
Single
1
PhD
Self-Employed
33.482915
Urban
Premium
3
17
437
2
2020-02-16 15:21:39.126661
Average
Yes
Monthly
Apartment
29
2,199
30
Female
723
Single
null
Bachelor's
Self-Employed
7.395878
Suburban
Basic
2
0
759
6
2024-05-07 15:21:39.173834
Average
Yes
Weekly
Apartment
857