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
13,300
44
Female
109,724
Single
3
PhD
null
43.742105
Suburban
Comprehensive
2
3
709
1
2024-01-16 15:21:39.134960
null
Yes
Monthly
House
2,712
13,301
38
Male
13,069
Married
2
Bachelor's
null
28.030323
Urban
Basic
null
12
null
7
2022-12-15 15:21:39.155231
Good
Yes
Weekly
Condo
1,203
13,302
19
Male
80,977
Married
4
Master's
null
24.365066
Urban
Comprehensive
null
5
442
7
2021-04-01 15:21:39.134960
Poor
No
Rarely
Condo
991
13,303
40
Female
1,591
Divorced
0
PhD
null
10.089711
Suburban
Comprehensive
2
9
694
9
2022-06-05 15:21:39.112553
Poor
Yes
Monthly
House
1,340
13,304
37
Female
128,345
Married
null
PhD
Employed
5.973505
Rural
Comprehensive
0
5
317
6
2020-08-25 15:21:39.169102
Poor
Yes
Monthly
Apartment
1,020
13,305
60
Female
1,229
Single
4
PhD
Unemployed
22.084961
Suburban
Premium
3
7
635
3
2021-05-10 15:21:39.223901
Good
Yes
Daily
House
1,875
13,306
47
Male
null
Single
3
Master's
Unemployed
23.171216
Rural
Basic
0
12
421
8
2023-03-27 15:21:39.190215
Poor
No
Daily
Apartment
548
13,307
39
Male
58,770
Divorced
2
High School
null
22.058609
Suburban
Comprehensive
2
11
593
7
2021-07-09 15:21:39.184157
Average
Yes
Monthly
House
1,880
13,308
31
Female
2,482
Married
0
Bachelor's
null
24.92418
Suburban
Comprehensive
null
7
823
7
2021-01-10 15:21:39.237118
Poor
Yes
Weekly
Apartment
29
13,309
32
Male
5,493
Divorced
2
Master's
Unemployed
21.186893
Suburban
Comprehensive
null
16
615
7
2019-09-18 15:21:39.130190
Poor
No
Weekly
House
906
13,310
62
Male
14,894
Divorced
4
Master's
Unemployed
34.880118
Urban
Premium
0
3
514
3
2021-07-12 15:21:39.261856
Poor
No
Monthly
Condo
1,121
13,311
31
Female
56,723
Single
2
High School
Self-Employed
18.816322
Urban
Basic
1
15
392
9
2020-10-07 15:21:39.155231
Average
Yes
Daily
House
1,885
13,312
39
Male
7,073
Married
4
Bachelor's
Unemployed
45.848787
Urban
Premium
null
2
706
5
2024-07-31 15:21:39.102694
Poor
Yes
Daily
Condo
615
13,313
62
Female
10,109
Divorced
1
Master's
Self-Employed
26.253218
Urban
Premium
0
13
356
7
2023-09-22 15:21:39.173834
Poor
No
Rarely
House
657
13,314
33
Female
4,367
Single
4
High School
null
9.918012
Rural
Basic
2
14
842
6
2019-12-22 15:21:39.144722
Average
Yes
Rarely
Apartment
845
13,315
43
Male
41,865
Married
2
PhD
null
33.248214
Rural
Premium
null
10
787
8
2019-12-01 15:21:39.247098
Poor
No
Monthly
Condo
37
13,316
23
Male
26,352
Married
null
Bachelor's
Self-Employed
22.704524
Rural
Comprehensive
null
17
312
6
2022-07-28 15:21:39.274993
Poor
No
Daily
Condo
2,014
13,317
57
Male
91,597
Divorced
4
High School
Employed
22.839465
Rural
Premium
null
1
502
2
2022-01-07 15:21:39.155231
null
No
Rarely
House
381
13,318
37
Male
17,079
Divorced
1
Master's
Employed
22.853412
Rural
Basic
3
9
549
6
2022-12-03 15:21:39.155231
Average
No
Monthly
House
1,033
13,319
41
Male
44,765
Single
1
Bachelor's
Employed
20.966503
Urban
Basic
2
15
516
5
2022-12-05 15:21:39.237118
Average
Yes
Daily
Condo
574
13,320
39
Male
61,582
Single
0
Bachelor's
Unemployed
18.292037
Rural
Basic
2
13
339
8
2021-03-10 15:21:39.186212
null
No
Daily
Apartment
583
13,321
36
Female
36,283
Single
3
Master's
Employed
22.155936
Suburban
Premium
1
11
623
4
2020-08-09 15:21:39.124659
Average
No
Weekly
Apartment
785
13,322
33
Female
59,839
Divorced
0
Bachelor's
Unemployed
42.859096
Rural
Comprehensive
0
8
418
4
2022-01-20 15:21:39.087123
Poor
Yes
Weekly
House
1,440
13,323
30
Male
914
Divorced
0
PhD
Unemployed
45.738321
Urban
Comprehensive
0
2
461
2
2023-07-28 15:21:39.092127
Good
Yes
Rarely
Condo
801
13,324
35
Male
25,011
Married
3
Master's
Employed
24.507511
Urban
Comprehensive
null
3
793
8
2021-05-09 15:21:39.079128
null
No
Monthly
House
1,142
13,325
46
Male
46,983
Married
0
Bachelor's
Unemployed
32.477985
Suburban
Comprehensive
1
4
334
3
2020-04-26 15:21:39.207847
Good
No
Rarely
House
3,052
13,326
53
Female
5,734
Divorced
0
PhD
null
19.749491
Suburban
Premium
null
10
null
5
2024-04-27 15:21:39.193945
Good
No
Weekly
House
1,041
13,327
59
Female
5,095
Single
1
PhD
null
15.923832
Rural
Premium
1
10
779
6
2021-08-16 15:21:39.273973
Good
No
Monthly
Apartment
1,068
13,328
38
Female
27,961
Single
3
High School
null
30.947611
Urban
Comprehensive
1
8
515
4
2023-08-14 15:21:39.208842
Average
Yes
Daily
Condo
902
13,329
55
Male
15,501
Single
3
Bachelor's
null
13.519039
Rural
Premium
null
15
null
1
2022-04-08 15:21:39.154008
Good
No
Monthly
Condo
740
13,330
62
Male
14,356
Married
3
High School
Employed
46.438859
Rural
Premium
null
4
551
3
2021-11-17 15:21:39.192212
Poor
No
Daily
Condo
981
13,331
31
Male
6,054
Single
2
Bachelor's
Employed
25.944883
Rural
Premium
2
11
822
2
2022-10-21 15:21:39.252145
Good
Yes
Weekly
House
637
13,332
50
Male
10,093
Divorced
3
Master's
Self-Employed
22.120416
Urban
Comprehensive
null
5
null
3
2020-09-18 15:21:39.134960
null
Yes
Rarely
Apartment
1,038
13,333
33
Male
70,724
Married
0
PhD
Employed
20.82768
Suburban
Comprehensive
0
3
522
1
2020-10-21 15:21:39.144722
Poor
Yes
Monthly
Condo
294
13,334
46
Female
null
Married
4
High School
Self-Employed
19.619807
Urban
Premium
1
14
682
2
2021-08-05 15:21:39.106582
Average
No
Rarely
Apartment
109
13,335
40
Male
1,782
Divorced
4
PhD
Self-Employed
13.868884
Urban
Premium
null
10
478
9
2024-06-22 15:21:39.103737
Poor
Yes
Monthly
House
940
13,336
33
Female
25,103
Single
4
High School
Self-Employed
41.530902
Urban
Premium
0
19
643
7
2021-07-25 15:21:39.133866
Poor
Yes
Rarely
Condo
793
13,337
18
Male
18,442
Married
1
Bachelor's
null
46.285341
Rural
Basic
1
7
839
1
2019-11-26 15:21:39.233998
Average
No
Rarely
Condo
2,153
13,338
29
Male
51,899
Single
2
Master's
null
17.813104
Urban
Premium
null
17
403
6
2020-12-13 15:21:39.237118
Poor
Yes
Monthly
Condo
1,204
13,339
29
Male
18,671
Married
1
Bachelor's
Unemployed
5.743643
Urban
Basic
null
13
357
4
2020-09-17 15:21:39.282785
Good
No
Daily
Condo
2,628
13,340
31
Male
46,902
Married
null
Master's
Employed
29.933844
Rural
Premium
1
14
743
2
2021-12-06 15:21:39.233998
Poor
Yes
Rarely
Condo
83
13,341
null
Male
48,273
Married
1
Bachelor's
Self-Employed
23.076449
Suburban
Basic
3
8
796
4
2021-04-21 15:21:39.264504
Average
Yes
Rarely
Condo
2,186
13,342
46
Male
24,997
Married
4
High School
Unemployed
8.946359
Rural
Basic
1
9
null
6
2024-01-16 15:21:39.134960
null
No
Daily
Condo
1,375
13,343
42
Female
17,767
Divorced
1
Bachelor's
Self-Employed
12.895754
Rural
Premium
null
12
519
4
2021-04-22 15:21:39.134960
Average
Yes
Monthly
Condo
215
13,344
35
Male
544
Divorced
2
PhD
null
9.180438
Rural
Comprehensive
null
9
434
9
2024-05-26 15:21:39.134960
Poor
No
Monthly
House
2,222
13,345
58
Male
22,930
Married
4
Master's
null
24.365066
Urban
Premium
0
15
546
2
2022-05-17 15:21:39.187211
Average
No
Rarely
Apartment
567
13,346
38
Female
134,485
Married
3
PhD
null
39.385903
Suburban
Comprehensive
2
9
null
7
2024-08-09 15:21:39.081504
Good
No
Monthly
Condo
434
13,347
36
Male
111,265
Single
1
Bachelor's
null
10.754246
Rural
Comprehensive
2
1
426
6
2023-12-21 15:21:39.283783
Average
No
Monthly
Condo
2,543
13,348
55
Male
61,260
Divorced
0
Master's
Unemployed
null
Urban
Basic
0
4
462
7
2021-12-05 15:21:39.096739
Good
No
Monthly
Apartment
2,742
13,349
52
Male
88,936
Single
1
High School
Unemployed
null
Rural
Premium
1
17
595
2
2021-01-10 15:21:39.287115
Poor
No
Monthly
House
2,064
13,350
51
Female
44,746
Divorced
1
Bachelor's
Self-Employed
26.649535
Rural
Comprehensive
0
19
547
3
2023-05-28 15:21:39.208842
null
No
Weekly
House
790
13,351
45
Male
83,490
Married
4
Master's
Self-Employed
27.844659
Urban
Premium
3
4
847
9
2020-09-21 15:21:39.091080
null
Yes
Weekly
Apartment
110
13,352
63
Female
27,492
Single
0
Bachelor's
null
37.927893
Urban
Premium
0
15
664
3
2022-05-18 15:21:39.206847
Good
No
Weekly
House
1,547
13,353
45
Male
64,910
Married
3
High School
Self-Employed
16.547662
Urban
Basic
null
15
301
3
2020-09-05 15:21:39.264504
Good
No
Rarely
Apartment
1,033
13,354
64
Female
null
Divorced
0
Bachelor's
Employed
34.165066
Rural
Comprehensive
2
10
404
6
2021-06-19 15:21:39.278402
Average
No
Weekly
Condo
970
13,355
64
Female
4,813
Single
2
Bachelor's
Unemployed
null
Suburban
Comprehensive
1
8
626
7
2023-05-20 15:21:39.102694
Good
No
Weekly
Apartment
1,281
13,356
38
Female
43,820
Married
null
Bachelor's
null
26.827304
Suburban
Comprehensive
1
5
603
1
2024-07-15 15:21:39.172097
Average
Yes
Monthly
House
839
13,357
53
Male
28,983
Single
1
Master's
Unemployed
46.539485
Rural
Premium
null
10
495
8
2020-07-14 15:21:39.155231
Average
Yes
Daily
Condo
781
13,358
43
Male
111,853
Divorced
1
High School
Employed
34.739843
Rural
Premium
3
3
686
3
2022-03-03 15:21:39.267454
Poor
Yes
Rarely
Apartment
111
13,359
37
Female
4,220
Divorced
1
Bachelor's
null
25.996806
Urban
Basic
null
15
678
4
2024-06-22 15:21:39.279729
Average
Yes
Monthly
Condo
368
13,360
47
Female
2,594
Married
3
High School
null
14.587014
Urban
Premium
4
2
586
6
2021-01-27 15:21:39.172097
Poor
Yes
Daily
Apartment
2,098
13,361
34
Female
6,098
Divorced
0
Master's
Employed
16.513501
Suburban
Premium
2
17
477
8
2020-04-03 15:21:39.247098
Average
No
Monthly
House
783
13,362
58
Female
4,534
Divorced
3
PhD
Unemployed
18.254319
Rural
Basic
1
11
477
1
2019-12-08 15:21:39.197445
Poor
No
Weekly
House
1,034
13,363
43
Female
44,362
Married
null
High School
null
13.929361
Urban
Comprehensive
0
15
673
2
2024-03-30 15:21:39.237118
Poor
Yes
Daily
Condo
857
13,364
61
Male
16,272
Married
0
PhD
Employed
30.098095
Suburban
Basic
2
11
571
6
2019-11-27 15:21:39.095696
Good
Yes
Weekly
Condo
2,046
13,365
59
Male
39,723
Married
3
Bachelor's
Employed
34.274797
Rural
Premium
1
2
402
4
2022-07-05 15:21:39.080440
Average
Yes
Weekly
Condo
2,895
13,366
29
Female
5,070
Divorced
3
PhD
null
43.880031
Suburban
Comprehensive
1
0
716
2
2022-07-11 15:21:39.289099
null
No
Weekly
House
1,304
13,367
55
Male
14,981
Single
0
PhD
Employed
19.098358
Urban
Comprehensive
1
8
534
3
2021-03-20 15:21:39.179186
Good
No
Rarely
Apartment
795
13,368
55
Female
4,936
Divorced
3
Master's
null
16.185751
Urban
Basic
2
8
748
9
2019-12-06 15:21:39.125660
Poor
No
Daily
Condo
675
13,369
34
Female
27,879
Single
1
PhD
Employed
19.624598
Urban
Premium
2
12
377
7
2022-04-28 15:21:39.281787
Average
No
Rarely
House
1,634
13,370
53
Female
1,637
Married
0
PhD
Employed
29.59274
Suburban
Comprehensive
0
0
342
5
2021-03-23 15:21:39.271453
Average
No
Monthly
Condo
641
13,371
51
Female
70,923
Divorced
2
PhD
Unemployed
37.749473
Urban
Comprehensive
0
11
308
2
2023-02-23 15:21:39.194829
Good
No
Monthly
House
832
13,372
null
Female
27,116
Single
2
PhD
Unemployed
34.383522
Suburban
Comprehensive
2
11
779
4
2019-10-11 15:21:39.143708
Good
Yes
Weekly
House
1,737
13,373
25
Female
55,676
Single
null
PhD
null
20.619137
Rural
Basic
0
0
638
5
2021-11-26 15:21:39.134960
Average
Yes
Weekly
House
42
13,374
60
Female
39,715
Married
1
High School
Employed
10.926322
Rural
Basic
1
9
756
2
2022-08-22 15:21:39.134960
Good
Yes
Monthly
Condo
1,187
13,375
61
Female
44,961
Single
0
High School
Unemployed
10.791584
Rural
Basic
null
13
638
2
2021-12-17 15:21:39.087123
Average
Yes
Rarely
House
688
13,376
38
Female
6,362
Married
2
PhD
Employed
26.930412
Suburban
Basic
1
4
764
8
2021-09-28 15:21:39.147735
Poor
Yes
Weekly
House
616
13,377
42
Female
49,632
Single
null
Master's
null
35.065881
Urban
Comprehensive
null
12
381
6
2021-10-26 15:21:39.134960
Good
Yes
Weekly
Apartment
2,733
13,378
30
Female
6,964
Single
4
High School
null
15.724753
Suburban
Basic
null
10
674
6
2020-10-31 15:21:39.155231
Poor
No
Weekly
House
1,694
13,379
19
Male
38,782
Single
4
High School
Employed
null
Suburban
Comprehensive
2
2
578
1
2020-07-12 15:21:39.155231
Good
No
Rarely
Apartment
29
13,380
62
Male
15,761
Married
1
PhD
null
36.243868
Suburban
Basic
2
10
528
6
2020-04-29 15:21:39.134960
Poor
No
Daily
House
3,039
13,381
18
Male
40,807
Single
3
High School
Self-Employed
17.872202
Urban
Basic
0
14
734
1
2024-01-20 15:21:39.245086
Average
Yes
Rarely
House
3,397
13,382
48
Male
27,194
Divorced
null
Master's
Employed
46.086197
Rural
Comprehensive
null
15
761
5
2020-01-27 15:21:39.237118
Average
No
Daily
Condo
49
13,383
51
Female
61,248
Single
4
PhD
Employed
27.5829
Suburban
Basic
2
5
null
6
2022-10-20 15:21:39.180553
null
No
Daily
House
742
13,384
58
Male
7,061
Married
2
Master's
Self-Employed
25.363365
Urban
Basic
0
18
843
3
2023-12-08 15:21:39.114118
Average
Yes
Daily
Condo
1,405
13,385
31
Male
53,136
Single
null
PhD
null
5.867645
Rural
Premium
0
4
392
6
2022-02-07 15:21:39.098696
Average
No
Weekly
House
577
13,386
48
Male
11,165
Married
2
Bachelor's
Unemployed
11.097786
Rural
Comprehensive
0
16
659
3
2020-03-26 15:21:39.155231
Poor
Yes
Rarely
Apartment
2,196
13,387
40
Male
2,651
Married
2
Bachelor's
Self-Employed
29.079042
Suburban
Premium
null
18
646
3
2024-08-11 15:21:39.273454
Good
Yes
Daily
House
2,288
13,388
31
Male
26,862
Single
2
High School
Employed
26.858991
Suburban
Basic
0
2
716
7
2023-04-16 15:21:39.232526
Average
Yes
Weekly
Apartment
862
13,389
62
Female
null
Married
0
High School
Self-Employed
10.488575
Urban
Comprehensive
null
14
471
1
2020-02-09 15:21:39.110557
Good
No
Weekly
Apartment
38
13,390
64
Male
6,098
Married
4
PhD
Self-Employed
30.959468
Rural
Basic
0
9
622
3
2020-08-03 15:21:39.134960
Poor
No
Monthly
Apartment
1,076
13,391
48
Female
33,716
Single
2
Bachelor's
Self-Employed
30.938329
Urban
Premium
0
6
null
4
2023-04-28 15:21:39.132191
null
Yes
Daily
House
176
13,392
24
Male
5,857
Single
0
Master's
Self-Employed
19.41633
Urban
Premium
0
19
545
6
2021-04-08 15:21:39.237118
Good
Yes
Rarely
Condo
1,631
13,393
38
Male
3,408
Married
1
PhD
Self-Employed
21.686938
Suburban
Basic
2
6
667
3
2023-02-16 15:21:39.230483
Average
No
Rarely
Condo
814
13,394
54
Male
86,342
Married
2
Bachelor's
Self-Employed
45.332356
Suburban
Premium
3
8
449
3
2020-12-13 15:21:39.204790
Poor
No
Daily
House
488
13,395
40
Female
64,535
Single
2
High School
Employed
19.122092
Rural
Basic
2
8
521
3
2020-03-11 15:21:39.097737
Good
No
Weekly
House
2,526
13,396
49
Male
822
Divorced
3
PhD
Self-Employed
null
Urban
Basic
1
11
642
9
2024-04-05 15:21:39.279729
Poor
No
Rarely
House
523
13,397
21
Female
3,809
Single
3
PhD
null
52.496256
Suburban
Premium
null
19
566
6
2021-11-22 15:21:39.121169
Average
Yes
Daily
Condo
451
13,398
27
Female
2,824
null
null
Master's
Employed
7.84676
Urban
Basic
null
12
530
2
2021-01-01 15:21:39.155231
Average
No
Rarely
Apartment
995
13,399
43
Female
88,694
Single
0
Master's
Self-Employed
11.71766
Urban
Basic
1
4
388
9
2023-06-24 15:21:39.237118
Poor
No
Rarely
House
811