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
44,100
18
Male
117,852
Divorced
1
High School
Self-Employed
28.05895
Urban
Premium
0
11
437
5
2021-07-04 15:21:39.125660
Good
No
Rarely
House
590
44,101
19
Female
8,815
Married
2
Master's
Employed
36.281448
Suburban
Premium
0
2
577
7
2021-05-12 15:21:39.205850
Poor
No
Monthly
Condo
846
44,102
42
Male
8,661
Married
null
PhD
Employed
13.952357
Urban
Premium
1
9
433
1
2020-06-28 15:21:39.219432
Average
Yes
Daily
Condo
1,112
44,103
32
Male
626
Married
4
PhD
Unemployed
7.182075
Urban
Comprehensive
null
17
447
1
2023-09-27 15:21:39.102694
Good
Yes
Rarely
Apartment
817
44,104
26
Female
102,323
Divorced
2
Master's
Unemployed
23.279859
Urban
Comprehensive
2
19
442
3
2021-10-18 15:21:39.134960
Poor
No
Weekly
Apartment
761
44,105
59
Male
11,707
Single
3
Master's
Unemployed
20.977732
Rural
Comprehensive
1
0
496
6
2021-05-10 15:21:39.237118
Average
No
Rarely
Condo
391
44,106
37
Female
45,971
Married
0
Master's
null
20.789697
Urban
Comprehensive
0
19
603
2
2021-12-16 15:21:39.089116
Good
No
Rarely
Apartment
476
44,107
31
Male
26,800
Single
2
Master's
null
23.386416
Urban
Premium
1
2
776
2
2022-12-29 15:21:39.134960
Average
Yes
Rarely
Condo
2,447
44,108
45
Male
10,803
Single
3
Bachelor's
Unemployed
43.687583
Suburban
Basic
0
5
415
3
2020-03-10 15:21:39.119168
Average
Yes
Daily
House
1,080
44,109
53
Male
2,090
Single
3
PhD
Employed
25.126544
Rural
Premium
2
6
716
9
2020-12-27 15:21:39.271453
Average
Yes
Rarely
Condo
3,314
44,110
30
Male
40,278
Divorced
1
High School
Self-Employed
16.881036
Suburban
Basic
2
18
819
5
2020-06-26 15:21:39.237118
Poor
No
Daily
House
1,668
44,111
49
Male
1,214
Married
0
High School
Self-Employed
27.449071
Suburban
Premium
1
16
null
8
2020-05-13 15:21:39.134960
Poor
No
Monthly
Condo
150
44,112
25
Male
18,405
Married
0
PhD
Self-Employed
12.583628
Rural
Comprehensive
1
3
393
6
2022-02-01 15:21:39.080440
Average
No
Weekly
Apartment
1,325
44,113
45
Female
5,121
Single
4
High School
Employed
27.739545
Rural
Premium
null
7
424
7
2023-05-23 15:21:39.237118
Average
No
Weekly
Condo
2,859
44,114
56
Male
24,892
Single
1
Master's
null
34.868822
Suburban
Basic
1
9
543
8
2021-01-31 15:21:39.244069
Average
Yes
Rarely
Condo
1,019
44,115
18
Male
9,091
Divorced
2
Master's
null
21.822892
Rural
Premium
1
6
604
5
2021-02-06 15:21:39.185215
Good
No
Daily
House
774
44,116
18
Male
5,915
Divorced
4
High School
Unemployed
10.969616
Suburban
Comprehensive
1
8
619
2
2023-12-23 15:21:39.213373
Average
Yes
Weekly
Apartment
947
44,117
53
Female
null
Married
4
PhD
null
21.391888
Urban
Comprehensive
null
15
412
1
2019-09-02 15:21:39.099739
Good
No
Monthly
House
757
44,118
53
Male
23,704
Married
null
Bachelor's
Self-Employed
7.564207
Rural
Basic
1
5
727
3
2023-11-21 15:21:39.108562
Good
No
Rarely
Apartment
2,147
44,119
47
Male
34,307
Single
3
High School
null
null
Urban
Premium
null
17
null
4
2024-03-06 15:21:39.194829
Average
Yes
Rarely
Condo
37
44,120
47
Female
20,720
Married
1
Master's
Self-Employed
12.926605
Suburban
Premium
1
1
485
2
2023-02-27 15:21:39.289099
Poor
No
Weekly
Apartment
779
44,121
25
Female
71,033
Single
2
Bachelor's
null
34.262177
Urban
Basic
1
16
775
6
2020-04-16 15:21:39.217387
Average
Yes
Weekly
House
397
44,122
30
Male
49,125
Married
0
Master's
Unemployed
10.926223
Rural
Basic
0
2
null
1
2021-09-03 15:21:39.092127
Good
No
Monthly
Condo
110
44,123
25
Female
75,730
Divorced
null
Master's
Self-Employed
39.637483
Urban
Premium
1
13
453
3
2024-06-18 15:21:39.096739
Good
No
Weekly
House
651
44,124
null
Female
44,955
Single
2
High School
Unemployed
27.84636
Suburban
Comprehensive
0
10
null
5
2023-05-17 15:21:39.185215
Average
No
Daily
Apartment
656
44,125
31
Male
135,909
Married
2
PhD
Unemployed
7.737703
Rural
Basic
0
18
842
6
2022-03-26 15:21:39.279729
Poor
Yes
Daily
Apartment
38
44,126
22
Female
38,961
Married
3
Master's
null
8.386216
Suburban
Basic
null
2
779
9
2020-02-28 15:21:39.134960
Average
Yes
Weekly
Condo
1,078
44,127
36
Female
null
Married
null
Master's
Employed
15.956421
Urban
Comprehensive
3
16
365
9
2023-09-27 15:21:39.290098
Good
Yes
Weekly
Apartment
773
44,128
63
Female
61,347
Single
1
High School
Self-Employed
41.738538
Rural
Premium
0
16
577
6
2019-11-06 15:21:39.257696
null
No
Monthly
House
3,408
44,129
58
Male
30,881
Married
4
Master's
Self-Employed
17.668815
Urban
Comprehensive
1
15
573
3
2023-08-29 15:21:39.132191
Poor
Yes
Weekly
House
1,651
44,130
31
Male
64,917
Single
2
High School
Unemployed
15.14658
Urban
Basic
1
16
442
1
2019-11-24 15:21:39.285112
null
Yes
Weekly
Condo
1,461
44,131
31
Male
5,875
Married
1
Bachelor's
Unemployed
19.636001
Urban
Comprehensive
null
9
579
1
2023-08-13 15:21:39.211806
Good
No
Weekly
House
631
44,132
39
Male
2,823
Divorced
3
Master's
Employed
8.349301
Urban
Premium
0
14
609
4
2020-08-25 15:21:39.105504
Poor
No
Weekly
Apartment
362
44,133
20
Female
51,402
Married
4
High School
null
24.622754
Rural
Comprehensive
1
9
722
5
2020-06-22 15:21:39.274993
Poor
Yes
Monthly
Condo
139
44,134
35
Female
20,360
Single
0
PhD
Self-Employed
21.534209
Rural
Premium
1
1
791
5
2021-05-15 15:21:39.134960
Poor
No
Daily
House
568
44,135
18
Female
11,130
Married
3
Bachelor's
Employed
7.076324
Rural
Basic
2
17
799
6
2020-07-26 15:21:39.134960
Good
No
Rarely
Apartment
554
44,136
26
Female
393
Divorced
null
PhD
Unemployed
35.658826
Urban
Basic
2
9
514
6
2023-06-09 15:21:39.200452
Good
Yes
Weekly
Condo
704
44,137
19
Male
26,603
Single
2
Bachelor's
Employed
16.085697
Urban
Basic
1
18
588
3
2022-11-28 15:21:39.155231
Poor
No
Monthly
Condo
834
44,138
46
Male
44,628
Married
2
PhD
Unemployed
41.724993
Rural
Comprehensive
1
8
764
1
2020-04-09 15:21:39.172097
Average
Yes
Daily
Condo
442
44,139
44
Female
15,861
Divorced
2
High School
null
30.091321
Suburban
Premium
2
3
781
9
2024-06-15 15:21:39.237118
Poor
No
Weekly
House
1,016
44,140
57
Male
34,525
Married
1
Bachelor's
null
32.39503
Suburban
Comprehensive
0
16
674
6
2022-06-19 15:21:39.236064
Average
No
Weekly
House
97
44,141
18
Female
7,098
Single
2
Bachelor's
Self-Employed
22.991372
Rural
Comprehensive
0
15
580
6
2019-10-19 15:21:39.124659
Poor
No
Monthly
House
1,307
44,142
44
Male
93,116
Single
4
Bachelor's
Employed
31.394049
Urban
Comprehensive
1
11
402
4
2022-09-22 15:21:39.132191
Poor
No
Rarely
House
1,765
44,143
41
Female
18,795
null
0
Bachelor's
null
27.744123
Suburban
Comprehensive
null
0
498
5
2022-04-25 15:21:39.129190
Good
Yes
Monthly
Apartment
642
44,144
42
Male
25,573
Divorced
null
Bachelor's
Employed
null
Urban
Comprehensive
null
4
549
3
2021-12-15 15:21:39.155231
Average
No
Monthly
Condo
571
44,145
39
Female
16,054
Divorced
3
High School
null
20.564931
Urban
Comprehensive
null
10
528
3
2022-09-18 15:21:39.259788
Good
No
Daily
Condo
582
44,146
38
Male
40,456
Married
3
Master's
Self-Employed
9.994252
Rural
Basic
null
5
746
6
2020-09-26 15:21:39.152732
Good
No
Daily
Condo
841
44,147
42
Male
105,866
Married
2
Master's
Employed
39.332638
Rural
Comprehensive
2
18
393
2
2024-06-15 15:21:39.150730
Average
No
Monthly
House
522
44,148
37
Female
38,662
Divorced
2
Bachelor's
Employed
29.465965
Urban
Premium
null
0
364
7
2023-11-07 15:21:39.126661
Poor
No
Daily
House
2,103
44,149
30
Male
67,787
Single
3
High School
null
19.208008
Urban
Premium
2
16
805
6
2021-07-04 15:21:39.177724
Good
Yes
Monthly
Condo
299
44,150
47
Male
3,518
Married
3
PhD
Unemployed
7.936196
Urban
Basic
1
1
373
5
2023-05-04 15:21:39.155231
Average
No
Weekly
Condo
597
44,151
37
Female
4,956
Single
0
Bachelor's
Employed
7.556588
Rural
Basic
0
15
462
8
2020-01-01 15:21:39.091080
Poor
Yes
Monthly
House
294
44,152
31
Female
60,841
Married
2
Master's
null
35.717651
Rural
Premium
null
8
312
7
2022-02-04 15:21:39.220389
Average
Yes
Rarely
House
861
44,153
52
Male
39,729
Single
3
Master's
null
10.923364
Suburban
Comprehensive
1
5
677
1
2020-04-10 15:21:39.084065
Good
No
Monthly
Apartment
623
44,154
40
Female
59,599
Divorced
4
Bachelor's
Unemployed
49.927684
Rural
Basic
null
0
757
2
2023-09-08 15:21:39.202448
Good
No
Daily
Condo
119
44,155
34
Male
16,215
Married
null
PhD
Self-Employed
27.794856
Rural
Basic
0
13
623
4
2022-07-20 15:21:39.105504
Average
Yes
Weekly
Condo
352
44,156
28
Female
8,290
null
null
Master's
null
19.867703
Urban
Basic
1
3
733
1
2024-02-28 15:21:39.170099
Poor
No
Weekly
House
832
44,157
29
Female
90,516
Divorced
1
High School
Employed
18.822821
Rural
Comprehensive
null
7
445
7
2019-12-02 15:21:39.128286
Poor
No
Weekly
Apartment
1,396
44,158
null
Female
21,688
Single
1
High School
Employed
29.663936
Rural
Comprehensive
null
19
613
3
2022-11-14 15:21:39.134960
Good
Yes
Rarely
Apartment
565
44,159
36
Female
4,955
Married
4
Master's
Employed
null
Urban
Comprehensive
null
12
479
9
2020-12-04 15:21:39.091080
Poor
No
Rarely
House
1,119
44,160
37
Female
43,463
Single
4
High School
Unemployed
19.812683
Rural
Basic
0
16
594
2
2020-12-07 15:21:39.134960
Good
Yes
Rarely
Apartment
860
44,161
53
Female
3,540
Married
0
Master's
null
20.95142
Rural
Premium
3
13
821
6
2022-12-16 15:21:39.244069
Good
Yes
Weekly
Apartment
954
44,162
35
Male
54,936
Married
1
PhD
Unemployed
23.828174
Rural
Basic
1
0
468
6
2022-08-25 15:21:39.128286
Poor
Yes
Rarely
House
26
44,163
57
Female
24,722
Divorced
1
High School
Unemployed
26.836285
Urban
Comprehensive
null
10
796
3
2022-05-01 15:21:39.109552
Average
Yes
Daily
House
247
44,164
56
Female
47,632
Married
3
PhD
Unemployed
21.053807
Rural
Basic
1
4
405
5
2023-12-09 15:21:39.265513
Poor
No
Daily
Apartment
1,122
44,165
49
Female
46,792
Married
1
PhD
Unemployed
35.914048
Rural
Basic
2
13
352
2
2023-05-01 15:21:39.134960
Average
No
Rarely
Apartment
553
44,166
25
Male
35,017
Married
1
Bachelor's
Self-Employed
46.151846
Rural
Basic
null
6
810
6
2022-10-10 15:21:39.248098
Good
Yes
Daily
Apartment
1,259
44,167
56
Male
26,889
Single
4
Master's
null
36.295748
Rural
Basic
0
8
832
1
2024-02-26 15:21:39.237118
Average
Yes
Monthly
House
38
44,168
23
Male
35,357
Divorced
1
Bachelor's
null
37.242917
Suburban
Comprehensive
1
5
382
7
2022-05-01 15:21:39.237118
Good
Yes
Daily
Apartment
1,643
44,169
50
Male
61,430
Single
1
PhD
Employed
24.690214
Urban
Basic
1
5
687
7
2024-01-16 15:21:39.226954
Good
Yes
Rarely
Apartment
213
44,170
24
Male
4,935
Divorced
3
High School
Employed
27.953205
Suburban
Premium
0
17
429
3
2019-09-16 15:21:39.102694
Good
Yes
Weekly
House
605
44,171
45
Female
66,791
Married
0
PhD
Self-Employed
19.964409
Rural
Comprehensive
null
11
464
7
2024-04-19 15:21:39.261856
Average
Yes
Rarely
Apartment
2,935
44,172
53
Female
3,694
Single
3
High School
Employed
8.076662
Urban
Comprehensive
0
0
492
1
2021-04-27 15:21:39.155231
Poor
Yes
Rarely
Condo
1,358
44,173
48
Male
18,086
Divorced
2
Bachelor's
Unemployed
25.264213
Urban
Basic
0
5
810
9
2023-09-07 15:21:39.169102
Good
No
Daily
House
1,468
44,174
45
Female
23,142
Divorced
4
Master's
Employed
27.990858
Suburban
Basic
0
14
470
7
2022-05-01 15:21:39.237118
Good
No
Monthly
House
793
44,175
42
Female
618
Single
1
High School
Unemployed
9.359802
Rural
Premium
1
6
676
9
2024-08-05 15:21:39.254678
Poor
No
Monthly
Apartment
2,144
44,176
64
Female
82
Divorced
4
Master's
null
31.049681
Urban
Basic
2
8
447
6
2021-12-20 15:21:39.268507
Good
Yes
Monthly
House
412
44,177
64
Female
72,328
Divorced
2
Bachelor's
Unemployed
37.694691
Urban
Basic
null
2
681
7
2023-05-09 15:21:39.180553
Good
Yes
Weekly
House
115
44,178
58
Female
26,961
Single
3
High School
Employed
24.505586
Suburban
Premium
null
5
770
1
2021-04-19 15:21:39.206847
Poor
No
Rarely
Apartment
1,236
44,179
38
Female
72,408
Married
1
High School
Employed
28.448426
Rural
Basic
null
3
319
6
2020-11-16 15:21:39.152732
Good
No
Daily
Condo
615
44,180
35
Female
27,891
Divorced
0
PhD
Self-Employed
28.9593
Suburban
Comprehensive
0
5
null
3
2023-11-19 15:21:39.134960
Average
No
Daily
Condo
1,551
44,181
32
Female
8,093
Single
2
PhD
Unemployed
null
Rural
Comprehensive
0
12
744
8
2022-04-21 15:21:39.190215
Average
No
Weekly
Apartment
1,537
44,182
51
Male
null
Divorced
2
High School
Unemployed
51.984585
Suburban
Premium
1
17
676
1
2019-11-20 15:21:39.221386
Poor
Yes
Rarely
Apartment
1,176
44,183
45
Female
17,238
Single
2
Master's
null
10.539136
Rural
Basic
2
0
548
9
2022-02-05 15:21:39.134960
Good
Yes
Rarely
House
3,369
44,184
35
Male
12,862
Married
4
PhD
Employed
16.489831
Suburban
Comprehensive
0
17
null
8
2024-07-31 15:21:39.150730
Poor
Yes
Weekly
Condo
2,837
44,185
54
Female
3,777
Married
3
PhD
Employed
18.528919
Rural
Basic
null
11
315
1
2021-11-20 15:21:39.278402
Good
No
Weekly
House
3,355
44,186
64
Female
6,894
Married
4
High School
Unemployed
15.844703
Urban
Comprehensive
null
1
641
7
2024-06-04 15:21:39.271453
Good
Yes
Monthly
Apartment
656
44,187
38
Female
22,746
Single
2
Master's
null
19.812184
Urban
Comprehensive
null
17
784
7
2023-06-21 15:21:39.134960
Good
Yes
Rarely
Condo
1,381
44,188
29
Male
70,863
Divorced
3
High School
Unemployed
28.791364
Suburban
Premium
1
7
367
6
2022-08-03 15:21:39.117183
Good
Yes
Daily
Apartment
1,252
44,189
56
Male
25,140
Single
3
High School
Self-Employed
36.717511
Rural
Comprehensive
null
19
573
2
2023-04-14 15:21:39.222387
Good
No
Rarely
Apartment
1,687
44,190
52
Female
15,253
Divorced
4
Bachelor's
null
5.556066
Urban
Premium
1
4
null
2
2023-12-23 15:21:39.187211
Good
No
Weekly
Apartment
925
44,191
26
Female
null
Divorced
2
Bachelor's
Self-Employed
25.692099
Rural
Comprehensive
null
10
495
7
2023-06-24 15:21:39.090124
Average
Yes
Rarely
Condo
22
44,192
50
Female
8,184
Divorced
null
High School
null
10.304796
Suburban
Comprehensive
null
8
503
7
2021-10-20 15:21:39.092127
Average
Yes
Monthly
Condo
1,507
44,193
29
Female
53,766
Single
3
PhD
Employed
15.964816
Suburban
Premium
null
13
329
9
2023-02-20 15:21:39.155231
null
Yes
Weekly
Condo
637
44,194
40
Female
645
Single
0
Master's
Unemployed
21.492047
Urban
Premium
null
1
489
6
2020-07-13 15:21:39.101733
Poor
Yes
Monthly
Condo
554
44,195
64
Female
4,611
Single
0
High School
Employed
15.56977
Suburban
Basic
0
0
null
6
2021-04-11 15:21:39.228521
Average
No
Rarely
Apartment
3,290
44,196
41
Male
53,414
Single
3
Master's
Unemployed
null
Suburban
Basic
2
14
596
7
2019-08-28 15:21:39.225916
Poor
Yes
Daily
Condo
1,232
44,197
null
Female
76,485
Single
3
PhD
null
19.014919
Rural
Comprehensive
2
8
494
9
2020-09-16 15:21:39.167099
Good
Yes
Rarely
Condo
2,468
44,198
59
Male
6,536
Single
0
PhD
Unemployed
32.06619
Rural
Comprehensive
0
14
716
6
2020-06-05 15:21:39.134960
Average
Yes
Rarely
Apartment
468
44,199
60
Female
62,312
Married
4
PhD
Unemployed
30.814687
Urban
Basic
1
5
622
1
2019-09-03 15:21:39.194829
Poor
No
Rarely
House
3,550