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
3,200
34
Male
9,071
Married
1
Bachelor's
Unemployed
35.824907
Suburban
Comprehensive
1
0
551
5
2022-12-04 15:21:39.144722
Poor
Yes
Daily
Condo
101
3,201
50
Male
38,217
Married
3
PhD
Unemployed
15.634365
Rural
Comprehensive
null
4
767
8
2022-11-04 15:21:39.237118
Good
Yes
Weekly
House
491
3,202
63
Male
37,000
Married
3
Master's
Self-Employed
null
Rural
Comprehensive
null
5
464
1
2023-11-18 15:21:39.134960
Average
Yes
Monthly
Condo
712
3,203
24
Male
40,217
Divorced
null
PhD
Self-Employed
28.99119
Rural
Basic
0
2
658
2
2024-03-26 15:21:39.132191
null
No
Rarely
Condo
892
3,204
60
Female
51,931
Married
1
High School
Self-Employed
17.310869
Urban
Comprehensive
2
2
381
4
2023-10-26 15:21:39.170099
Poor
Yes
Weekly
Condo
852
3,205
46
Male
24,605
Married
null
High School
Self-Employed
20.365743
Rural
Basic
1
5
null
3
2023-03-15 15:21:39.134960
Average
Yes
Monthly
Apartment
876
3,206
25
Female
61,172
Married
4
High School
Self-Employed
29.451979
Urban
Premium
1
17
453
3
2023-09-24 15:21:39.083497
Average
Yes
Weekly
Apartment
729
3,207
47
Female
29,077
Single
2
PhD
null
20.981445
Urban
Basic
1
14
null
6
2021-01-02 15:21:39.170099
Good
No
Daily
Apartment
1,096
3,208
62
Female
37,798
Married
null
Bachelor's
null
21.141963
Rural
Basic
2
2
765
7
2021-05-13 15:21:39.155231
Good
No
Monthly
House
66
3,209
60
Female
39,764
Single
1
PhD
Unemployed
5.601979
Suburban
Basic
null
4
466
7
2021-09-10 15:21:39.274993
Good
No
Weekly
Condo
981
3,210
28
Male
12,097
Married
2
Master's
Self-Employed
28.835286
Rural
Basic
1
16
null
1
2023-12-13 15:21:39.211806
Poor
Yes
Daily
Apartment
1,642
3,211
61
Male
51,634
Divorced
2
Bachelor's
null
33.895436
Urban
Premium
3
6
745
7
2024-07-16 15:21:39.145732
Poor
No
Rarely
Condo
2,536
3,212
38
Male
43,786
Single
3
Bachelor's
Employed
21.935275
Suburban
Basic
null
11
486
3
2023-05-27 15:21:39.125660
Poor
No
Monthly
House
882
3,213
50
Male
57,740
Divorced
3
High School
null
24.84846
Rural
Premium
1
1
null
1
2022-06-16 15:21:39.237118
Good
Yes
Weekly
House
191
3,214
38
Female
4,976
Divorced
4
Master's
Employed
4.948213
Urban
Comprehensive
1
14
467
1
2022-09-19 15:21:39.171102
Good
Yes
Rarely
Apartment
1,224
3,215
20
Male
29,253
Single
4
Bachelor's
Unemployed
19.622825
Urban
Basic
1
8
748
5
2021-07-02 15:21:39.130190
Average
No
Daily
Apartment
2,221
3,216
36
Male
30,108
Single
1
High School
Self-Employed
26.693573
Suburban
Basic
2
10
497
1
2021-05-27 15:21:39.155231
Average
No
Rarely
Apartment
3,244
3,217
34
Female
85,712
Single
3
Bachelor's
Unemployed
27.901913
Rural
Comprehensive
null
19
378
9
2023-06-03 15:21:39.155231
Poor
Yes
Monthly
Condo
2,503
3,218
25
Male
16,221
Single
1
PhD
Unemployed
24.014664
Rural
Comprehensive
0
0
661
1
2021-11-03 15:21:39.194829
Good
No
Rarely
Condo
281
3,219
51
Male
33,076
Divorced
0
PhD
Unemployed
21.557022
Suburban
Premium
null
4
587
5
2020-12-18 15:21:39.194829
null
Yes
Rarely
House
1,832
3,220
null
Female
25,211
Divorced
2
PhD
Self-Employed
9.944625
Suburban
Comprehensive
0
11
711
4
2023-12-22 15:21:39.092127
Good
No
Weekly
Condo
498
3,221
56
Female
50,879
Married
0
Bachelor's
Self-Employed
22.845547
Urban
Premium
0
2
444
9
2020-11-23 15:21:39.134960
Good
No
Weekly
House
100
3,222
64
Female
18,227
Married
null
Master's
null
29.279837
Rural
Basic
0
18
749
6
2023-09-27 15:21:39.253660
Average
Yes
Weekly
Apartment
841
3,223
24
Male
9,058
Married
0
High School
Employed
9.837447
Rural
Basic
0
6
468
6
2023-09-10 15:21:39.274993
Good
No
Rarely
Condo
1,447
3,224
50
Male
30,941
Married
2
Bachelor's
Employed
11.244625
Suburban
Basic
2
7
833
5
2023-11-16 15:21:39.259788
Average
No
Monthly
Apartment
434
3,225
28
Male
30,652
Divorced
4
PhD
Self-Employed
36.240065
Rural
Premium
2
13
513
7
2022-01-20 15:21:39.282785
Average
Yes
Weekly
House
645
3,226
56
Male
6,541
Married
null
Master's
null
26.527411
Rural
Basic
1
7
null
6
2023-04-21 15:21:39.134960
null
No
Daily
Condo
453
3,227
47
Male
56,893
Married
2
High School
null
48.856104
Urban
Basic
1
14
326
8
2023-02-06 15:21:39.260856
Poor
Yes
Daily
Condo
624
3,228
40
Female
20,100
Divorced
3
PhD
null
13.082628
Suburban
Premium
null
5
783
7
2023-02-26 15:21:39.169102
Good
No
Weekly
House
250
3,229
27
Female
37,192
Married
4
Bachelor's
Self-Employed
18.179948
Suburban
Comprehensive
0
3
null
4
2022-04-17 15:21:39.185215
Average
No
Daily
House
467
3,230
64
Female
32,736
Married
2
High School
null
29.823683
Urban
Premium
1
10
751
5
2020-12-31 15:21:39.123711
Average
No
Rarely
House
1,630
3,231
48
Male
91,448
Married
0
PhD
Unemployed
35.079815
Suburban
Basic
2
8
449
7
2022-07-13 15:21:39.193945
Good
No
Monthly
Apartment
427
3,232
44
Male
3,611
Single
0
PhD
Self-Employed
17.084013
Urban
Basic
1
6
397
5
2020-07-05 15:21:39.155231
Average
No
Weekly
Apartment
512
3,233
34
Male
12,573
Married
4
Master's
null
47.470113
Suburban
Premium
1
12
564
9
2024-01-21 15:21:39.155231
Poor
Yes
Weekly
House
548
3,234
27
Male
11,907
Married
1
High School
Self-Employed
26.760901
Suburban
Basic
null
7
702
2
2020-06-20 15:21:39.237118
Average
No
Monthly
House
1,664
3,235
33
Male
11,862
Married
2
Master's
Unemployed
20.635428
Suburban
Premium
null
5
536
9
2024-07-06 15:21:39.204790
Poor
No
Weekly
House
843
3,236
58
Male
10,924
Married
3
High School
null
3.294094
Rural
Comprehensive
null
16
581
4
2024-05-26 15:21:39.191219
Average
Yes
Daily
Condo
20
3,237
43
Female
21,117
null
1
Master's
null
48.593041
Rural
Premium
0
3
771
1
2021-05-22 15:21:39.086123
Poor
Yes
Rarely
House
716
3,238
45
Female
7,605
Married
2
High School
Unemployed
7.109801
Suburban
Premium
null
8
null
1
2021-03-27 15:21:39.134960
Average
Yes
Rarely
Apartment
392
3,239
52
Male
100,974
Married
4
High School
Employed
26.726894
Suburban
Comprehensive
0
15
437
6
2024-05-20 15:21:39.150730
Good
No
Weekly
Condo
350
3,240
28
Male
15,380
Married
1
Bachelor's
null
14.929307
Urban
Basic
0
12
735
2
2023-07-19 15:21:39.155231
Poor
Yes
Daily
Condo
685
3,241
20
Male
27,881
Married
1
Bachelor's
null
51.353897
Urban
Comprehensive
1
1
678
3
2020-02-22 15:21:39.248098
Average
Yes
Weekly
House
958
3,242
26
Male
2,631
Divorced
null
High School
null
41.838784
Rural
Comprehensive
1
3
590
1
2024-01-23 15:21:39.190215
Average
No
Weekly
Apartment
2,524
3,243
33
Female
15,585
Married
2
Master's
Self-Employed
8.558901
Suburban
Basic
0
2
null
3
2020-01-11 15:21:39.134960
Average
No
Rarely
Condo
1,203
3,244
56
Female
1,885
Divorced
0
Master's
null
46.764646
Suburban
Premium
1
8
492
6
2021-03-05 15:21:39.180553
Good
No
Weekly
Apartment
2,785
3,245
60
Female
117,674
Married
null
Master's
Unemployed
9.8139
Suburban
Comprehensive
null
7
619
4
2021-12-21 15:21:39.094752
Good
Yes
Daily
House
83
3,246
48
Female
121,336
Married
4
PhD
Self-Employed
null
Suburban
Comprehensive
null
11
634
7
2019-09-12 15:21:39.288099
Average
Yes
Daily
House
22
3,247
42
Female
2,714
Married
4
Master's
null
44.465814
Suburban
Basic
2
15
null
1
2020-02-18 15:21:39.134960
Good
Yes
Rarely
Condo
831
3,248
19
Female
115,672
Divorced
1
High School
Self-Employed
24.18888
Suburban
Comprehensive
0
2
476
9
2024-07-18 15:21:39.167099
Poor
No
Weekly
Apartment
61
3,249
18
Male
5,957
Married
2
PhD
Unemployed
14.847788
Rural
Premium
null
19
658
5
2023-03-02 15:21:39.155231
Poor
No
Rarely
Apartment
562
3,250
53
Female
44,231
Single
3
Master's
Self-Employed
31.173715
Urban
Basic
1
6
735
3
2023-01-13 15:21:39.093681
Good
No
Monthly
Apartment
779
3,251
25
Male
11,541
Single
4
Bachelor's
Unemployed
8.943682
Urban
Basic
0
18
625
8
2021-01-22 15:21:39.246098
Good
Yes
Weekly
House
2,655
3,252
57
Male
43,717
Married
4
Master's
Employed
17.168973
Urban
Premium
0
19
799
4
2024-03-06 15:21:39.168099
Poor
Yes
Rarely
House
1,827
3,253
18
Female
122,834
Divorced
null
High School
Self-Employed
15.753859
Urban
Premium
null
16
452
6
2024-08-05 15:21:39.084065
Average
No
Daily
Condo
1,251
3,254
38
Female
17,171
Single
3
PhD
null
30.774147
Rural
Premium
1
0
472
9
2023-08-03 15:21:39.093681
Average
Yes
Rarely
Apartment
1,136
3,255
51
Female
140,172
Divorced
0
PhD
Employed
26.590762
Suburban
Premium
null
4
439
2
2022-08-05 15:21:39.118178
Poor
No
Monthly
Apartment
561
3,256
35
Male
116,969
Single
1
PhD
Employed
24.066013
Urban
Basic
0
7
663
4
2020-10-14 15:21:39.177724
Good
No
Weekly
Apartment
106
3,257
19
Male
26,776
Single
4
PhD
Self-Employed
45.068684
Suburban
Basic
null
15
null
5
2020-06-05 15:21:39.155231
Good
No
Weekly
House
2,228
3,258
47
Male
18,443
Married
1
Master's
Unemployed
26.583798
Suburban
Basic
null
9
657
1
2019-10-07 15:21:39.271453
Average
No
Rarely
Condo
1,513
3,259
38
Female
5,848
Married
0
PhD
Self-Employed
36.979473
Suburban
Premium
null
1
696
5
2021-06-24 15:21:39.144722
Good
Yes
Rarely
Apartment
1,117
3,260
40
Female
615
Single
2
Master's
Employed
null
Urban
Basic
1
6
554
7
2021-05-22 15:21:39.134960
Poor
Yes
Rarely
Apartment
821
3,261
24
Female
56,881
Single
3
Master's
Unemployed
25.729539
Rural
Premium
null
15
712
5
2020-11-16 15:21:39.246098
Poor
No
Monthly
House
106
3,262
41
Female
37,163
Divorced
1
High School
Employed
null
Urban
Premium
0
13
681
3
2023-07-16 15:21:39.164044
Poor
No
Rarely
Apartment
3,061
3,263
32
Male
17,304
Married
null
Master's
null
20.849339
Urban
Basic
0
2
508
5
2023-06-22 15:21:39.255696
Poor
No
Monthly
House
45
3,264
61
Female
7,078
Divorced
4
Bachelor's
Employed
31.72092
Urban
Premium
0
16
734
3
2024-07-08 15:21:39.155231
Average
Yes
Rarely
Apartment
1,557
3,265
32
Female
90,897
Divorced
0
High School
Employed
10.883411
Rural
Comprehensive
2
16
438
2
2023-09-24 15:21:39.223901
Poor
Yes
Rarely
Apartment
1,175
3,266
52
Female
43,949
Divorced
2
Bachelor's
null
26.465919
Rural
Basic
null
16
716
8
2021-04-24 15:21:39.171102
Good
Yes
Rarely
House
736
3,267
21
Male
47,950
Single
4
Master's
null
17.619395
Suburban
Comprehensive
1
17
343
2
2024-02-19 15:21:39.134960
Average
Yes
Monthly
Apartment
773
3,268
33
Male
22,345
Divorced
2
Master's
null
38.453044
Urban
Premium
null
4
580
5
2021-10-10 15:21:39.146733
Average
Yes
Monthly
Condo
261
3,269
64
Female
5,569
Married
0
High School
null
null
Rural
Comprehensive
1
12
551
2
2023-09-22 15:21:39.095696
Poor
No
Daily
Apartment
668
3,270
64
Male
63,394
Divorced
3
High School
Self-Employed
33.176787
Urban
Premium
null
8
472
7
2023-08-26 15:21:39.134960
Poor
No
Monthly
Apartment
40
3,271
24
Male
39,694
Single
3
High School
Unemployed
12.908436
Rural
Basic
null
2
758
5
2020-05-27 15:21:39.134960
Good
No
Rarely
Apartment
1,670
3,272
41
Male
1,146
Married
4
Master's
null
25.923558
Urban
Comprehensive
null
3
585
6
2021-06-16 15:21:39.208842
Good
Yes
Monthly
Condo
23
3,273
33
Male
24,885
Married
4
Bachelor's
Self-Employed
16.54982
Urban
Basic
null
8
722
6
2021-12-09 15:21:39.122134
Poor
No
Monthly
Condo
1,487
3,274
56
Female
6,791
Single
0
Bachelor's
Unemployed
6.816072
Rural
Basic
2
4
647
3
2023-12-29 15:21:39.194829
Poor
Yes
Weekly
House
1,738
3,275
32
Female
61,553
Divorced
2
Bachelor's
Unemployed
null
Suburban
Comprehensive
2
16
725
6
2024-05-25 15:21:39.205850
Average
Yes
Monthly
Condo
40
3,276
30
Male
7,095
Married
4
Master's
Employed
19.720091
Urban
Basic
2
0
751
1
2021-10-28 15:21:39.143708
Average
No
Rarely
House
28
3,277
19
Female
38,962
Single
4
Master's
null
13.849282
Suburban
Premium
0
1
597
2
2022-04-06 15:21:39.191219
Average
No
Weekly
Apartment
531
3,278
62
Female
26,962
Single
4
Master's
Unemployed
null
Rural
Basic
null
10
657
8
2023-08-30 15:21:39.093681
Good
Yes
Daily
Condo
1,669
3,279
42
Male
22,276
Single
2
Master's
Self-Employed
31.935421
Rural
Basic
0
3
686
1
2021-02-13 15:21:39.204790
Average
No
Weekly
Apartment
686
3,280
59
Female
7,061
Married
4
Master's
null
11.890378
Rural
Comprehensive
null
10
471
5
2020-01-10 15:21:39.155231
Average
No
Rarely
Apartment
648
3,281
56
Male
11,627
Single
4
High School
Unemployed
29.397874
Rural
Comprehensive
null
8
487
6
2023-08-16 15:21:39.202448
Poor
No
Monthly
House
264
3,282
29
Female
2,899
Married
1
Master's
Employed
35.811146
Urban
Basic
0
12
397
4
2021-01-11 15:21:39.194829
Average
No
Weekly
Condo
2,019
3,283
63
Female
null
Single
4
Master's
null
52.079263
Suburban
Premium
0
17
797
4
2020-06-04 15:21:39.221386
Good
Yes
Rarely
Apartment
1,168
3,284
null
Female
2,012
Divorced
0
PhD
Unemployed
41.812779
Rural
Premium
1
15
711
7
2022-11-19 15:21:39.184157
Average
Yes
Rarely
Apartment
4,810
3,285
38
Female
25,350
Divorced
null
Bachelor's
Self-Employed
28.983629
Rural
Premium
null
4
774
3
2022-12-08 15:21:39.134960
Average
Yes
Weekly
Condo
242
3,286
49
Male
13,743
Single
2
PhD
Self-Employed
25.849654
Urban
Comprehensive
0
14
714
2
2022-11-13 15:21:39.282785
Average
Yes
Daily
House
828
3,287
40
Female
43,882
Married
null
PhD
null
8.948128
Suburban
Comprehensive
1
17
559
7
2020-03-30 15:21:39.126661
Good
No
Daily
Condo
1,258
3,288
44
Female
66,923
Divorced
4
PhD
Unemployed
22.639063
Urban
Premium
null
5
347
7
2020-08-24 15:21:39.134960
Good
Yes
Weekly
Condo
217
3,289
55
Male
120,897
Single
2
PhD
Unemployed
11.81689
Urban
Comprehensive
0
4
416
4
2019-08-23 15:21:39.125660
Poor
Yes
Rarely
Apartment
1,844
3,290
52
Female
20,290
Divorced
3
Bachelor's
Unemployed
14.343088
Suburban
Comprehensive
null
1
616
6
2022-05-06 15:21:39.096739
Poor
Yes
Rarely
Apartment
2,216
3,291
56
Female
39,984
Single
4
PhD
Self-Employed
19.772886
Suburban
Comprehensive
null
11
null
3
2023-02-02 15:21:39.146733
Poor
No
Weekly
House
376
3,292
29
Female
3,780
Single
2
PhD
Employed
10.516812
Suburban
Premium
0
0
712
5
2023-01-26 15:21:39.155231
Average
Yes
Monthly
House
25
3,293
32
Male
10,001
Married
2
High School
Unemployed
6.547431
Suburban
Premium
null
2
646
2
2020-03-04 15:21:39.098696
Average
Yes
Daily
Apartment
989
3,294
48
Female
109,775
Married
0
PhD
Unemployed
null
Urban
Basic
null
0
595
3
2023-12-20 15:21:39.261856
null
No
Weekly
Condo
40
3,295
22
Female
5,857
Divorced
0
Bachelor's
Unemployed
19.664419
Urban
Premium
null
8
757
9
2022-06-28 15:21:39.207847
Good
No
Daily
Apartment
1,479
3,296
19
Female
39,752
Single
null
PhD
Unemployed
9.445529
Rural
Premium
0
2
559
8
2023-05-06 15:21:39.192212
Average
Yes
Monthly
Apartment
907
3,297
62
Female
18,443
Married
0
PhD
null
13.957089
Urban
Premium
1
15
653
9
2022-09-10 15:21:39.155231
Good
Yes
Rarely
House
1,646
3,298
52
Male
1,258
Single
0
Bachelor's
Employed
31.946253
Urban
Comprehensive
0
2
468
5
2020-04-16 15:21:39.155231
Poor
No
Weekly
House
739
3,299
47
Male
43,976
Divorced
4
PhD
Unemployed
40.091702
Suburban
Premium
3
7
728
6
2020-01-23 15:21:39.194829
Average
Yes
Rarely
Apartment
2,989