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
52,300
32
Male
3,115
Married
2
High School
Employed
37.769002
Rural
Premium
null
10
478
9
2021-09-09 15:21:39.096739
Good
Yes
Monthly
House
20
52,301
54
Male
51,468
Married
2
Master's
Unemployed
8.81426
Rural
Basic
null
9
716
3
2020-04-13 15:21:39.134960
null
Yes
Rarely
House
2,515
52,302
38
Male
14,098
Single
2
Master's
Unemployed
null
Suburban
Premium
2
8
null
4
2020-06-25 15:21:39.237118
Good
No
Weekly
Condo
654
52,303
53
Male
2,728
Married
3
High School
Employed
30.584745
Suburban
Comprehensive
2
17
627
4
2020-08-09 15:21:39.274993
Average
No
Weekly
House
817
52,304
19
Female
5,872
Married
0
PhD
null
27.237626
Urban
Basic
1
7
438
6
2023-04-11 15:21:39.255696
Good
Yes
Daily
House
1,872
52,305
57
Female
6,373
Single
2
High School
null
35.277561
Rural
Premium
0
8
722
7
2020-12-13 15:21:39.134960
Average
No
Daily
Condo
1,199
52,306
31
Female
43,825
Married
0
Bachelor's
Unemployed
19.69399
Urban
Comprehensive
1
7
654
8
2024-05-03 15:21:39.096739
Good
Yes
Rarely
Apartment
511
52,307
47
Female
492
Single
4
PhD
Unemployed
12.769707
Urban
Premium
3
14
473
1
2019-09-16 15:21:39.147735
Average
No
Monthly
House
597
52,308
41
Male
91,046
Married
2
PhD
Self-Employed
null
Suburban
Comprehensive
1
13
602
2
2022-04-21 15:21:39.172097
Good
Yes
Monthly
Condo
2,096
52,309
50
Female
12,632
Divorced
0
Bachelor's
Employed
32.671361
Urban
Premium
0
16
null
7
2021-12-16 15:21:39.237118
Poor
Yes
Weekly
House
656
52,310
35
Female
116,021
Married
4
Master's
Unemployed
null
Rural
Comprehensive
0
11
null
5
2023-08-06 15:21:39.134960
Poor
No
Weekly
House
3,377
52,311
59
Female
20,881
Divorced
0
Master's
Unemployed
44.278601
Suburban
Basic
0
2
null
7
2022-04-24 15:21:39.246098
Good
Yes
Monthly
Apartment
487
52,312
34
Female
25,700
Single
null
High School
Employed
41.097338
Urban
Premium
2
0
null
7
2023-04-15 15:21:39.134960
Good
Yes
Monthly
House
1,342
52,313
60
Male
10,212
Married
2
Master's
Unemployed
17.3933
Urban
Premium
1
11
null
6
2023-08-03 15:21:39.134960
Average
No
Daily
House
112
52,314
56
Male
15,274
Divorced
2
Master's
Unemployed
18.769141
Rural
Comprehensive
null
1
null
9
2020-03-25 15:21:39.086123
Good
No
Rarely
Condo
675
52,315
18
Female
30,881
Married
0
PhD
Employed
27.234005
Urban
Basic
null
7
706
4
2020-07-23 15:21:39.134960
Good
No
Rarely
Condo
367
52,316
38
Female
98,896
Married
2
Bachelor's
Self-Employed
12.559891
Suburban
Comprehensive
null
15
515
1
2022-05-05 15:21:39.201446
Good
Yes
Weekly
House
279
52,317
51
Male
5,727
Divorced
4
Bachelor's
null
36.938733
Rural
Basic
0
14
743
5
2022-07-02 15:21:39.155231
Poor
No
Daily
Condo
962
52,318
45
Male
1,340
Divorced
0
Master's
Employed
40.977415
Urban
Basic
2
10
null
5
2024-01-03 15:21:39.274993
Poor
Yes
Weekly
House
839
52,319
59
Female
8,072
Single
0
Master's
Employed
20.774519
Urban
Basic
null
8
793
3
2020-06-13 15:21:39.134960
Poor
Yes
Rarely
Condo
20
52,320
33
Female
16,285
Married
4
PhD
null
29.926592
Rural
Basic
0
6
null
5
2024-02-27 15:21:39.155231
Poor
No
Weekly
Condo
627
52,321
42
Male
12,185
Single
2
Bachelor's
null
50.99036
Urban
Basic
null
4
null
3
2022-03-26 15:21:39.267454
Poor
Yes
Weekly
Apartment
682
52,322
43
Female
8,077
Divorced
null
PhD
Self-Employed
50.848498
Urban
Comprehensive
0
19
575
6
2020-10-21 15:21:39.288099
Good
No
Weekly
Condo
515
52,323
62
Male
65,071
Divorced
0
Bachelor's
Employed
48.378903
Suburban
Premium
3
13
756
6
2021-04-06 15:21:39.280784
Poor
Yes
Weekly
Apartment
401
52,324
34
Male
9,091
Single
2
Bachelor's
Self-Employed
26.943228
Urban
Basic
null
1
752
1
2021-09-10 15:21:39.095696
Average
No
Weekly
House
566
52,325
63
Male
73,669
Single
4
Bachelor's
null
23.244071
Rural
Premium
2
12
474
9
2023-11-11 15:21:39.134960
null
Yes
Weekly
Apartment
1,401
52,326
42
Female
7,824
Single
1
Master's
null
18.172
Urban
Premium
0
1
638
6
2023-10-24 15:21:39.189223
Poor
Yes
Monthly
Condo
1,281
52,327
44
Female
32,027
Divorced
4
High School
null
3.522869
Suburban
Comprehensive
null
3
708
7
2023-01-01 15:21:39.117183
Average
Yes
Daily
House
1,119
52,328
53
Male
63,421
Single
4
Master's
Self-Employed
55.784701
Suburban
Basic
2
3
452
4
2023-03-13 15:21:39.287115
Average
No
Daily
Condo
2,879
52,329
47
Male
18,078
Married
1
High School
Self-Employed
15.827977
Suburban
Basic
0
18
632
2
2021-03-27 15:21:39.084065
Average
No
Monthly
Apartment
447
52,330
50
Male
30,791
Divorced
0
Bachelor's
Employed
null
Urban
Premium
1
6
686
1
2023-08-23 15:21:39.117183
Average
No
Monthly
House
733
52,331
40
Female
30,456
Married
1
PhD
null
36.166001
Suburban
Basic
0
8
null
9
2021-06-17 15:21:39.182597
Average
Yes
Rarely
Apartment
176
52,332
44
Male
88,842
Divorced
2
Master's
Unemployed
null
Suburban
Premium
1
12
null
5
2022-10-08 15:21:39.191219
Average
No
Monthly
House
2,142
52,333
58
Female
50,173
Single
4
PhD
null
36.76668
Urban
Premium
null
1
518
5
2021-05-22 15:21:39.105504
Good
Yes
Daily
Apartment
125
52,334
36
Female
127,570
Single
3
PhD
Unemployed
49.172671
Rural
Comprehensive
null
3
724
9
2023-01-05 15:21:39.246098
Average
Yes
Daily
Condo
382
52,335
19
Female
7,832
Married
4
Bachelor's
Employed
16.490526
Suburban
Premium
null
11
693
8
2022-12-23 15:21:39.166062
Average
Yes
Rarely
Condo
1,816
52,336
24
Female
38,737
Single
null
Bachelor's
null
13.458226
Suburban
Basic
0
18
387
5
2023-05-02 15:21:39.176717
Average
Yes
Monthly
House
1,407
52,337
31
Female
12,892
Divorced
0
Master's
Self-Employed
36.816422
Urban
Basic
1
16
461
6
2020-04-20 15:21:39.151732
Good
No
Monthly
House
1,759
52,338
33
Female
3,465
Divorced
4
Bachelor's
null
5.1665
Rural
Basic
0
4
812
3
2019-09-16 15:21:39.102694
Good
No
Rarely
House
985
52,339
64
Female
87,817
Divorced
4
Master's
Unemployed
13.908829
Urban
Premium
1
14
501
8
2022-10-29 15:21:39.198406
Good
No
Rarely
House
2,134
52,340
27
Female
17,232
Single
2
Bachelor's
Employed
26.689682
Suburban
Premium
1
2
493
9
2020-06-04 15:21:39.287115
Good
No
Weekly
House
28
52,341
58
Male
11,420
Married
3
Master's
Self-Employed
12.096095
Rural
Comprehensive
null
19
812
2
2023-07-21 15:21:39.206847
Poor
No
Monthly
House
817
52,342
21
Female
38,712
Married
3
High School
Unemployed
null
Urban
Basic
1
14
564
6
2024-04-22 15:21:39.121169
Good
Yes
Weekly
Condo
1,173
52,343
48
Male
59,621
Single
0
Master's
Employed
16.637208
Rural
Comprehensive
0
8
576
1
2021-01-25 15:21:39.149731
Good
No
Weekly
House
131
52,344
43
Male
23,485
Married
null
Master's
Employed
19.757544
Urban
Premium
3
15
396
2
2021-11-15 15:21:39.113566
Poor
No
Monthly
House
522
52,345
49
Male
769
Divorced
2
Master's
Employed
null
Urban
Comprehensive
null
5
728
5
2020-12-15 15:21:39.232526
Poor
No
Rarely
House
885
52,346
42
Female
41,216
Married
4
Master's
Self-Employed
8.793382
Urban
Premium
0
2
null
9
2021-03-01 15:21:39.236064
null
No
Daily
Apartment
513
52,347
47
Male
4,540
Married
3
Bachelor's
Unemployed
10.053202
Urban
Comprehensive
0
16
463
7
2023-07-04 15:21:39.134960
Average
No
Weekly
House
652
52,348
57
Male
3,950
Divorced
4
Master's
Self-Employed
12.084823
Rural
Premium
0
8
774
8
2020-06-01 15:21:39.132191
Good
No
Rarely
Apartment
3,373
52,349
63
Male
73,928
Married
1
PhD
Employed
35.873008
Urban
Comprehensive
2
9
780
2
2021-08-17 15:21:39.146733
Average
Yes
Daily
Condo
2,040
52,350
31
Male
27,358
Single
3
Bachelor's
null
27.992716
Rural
Basic
1
0
848
4
2020-11-15 15:21:39.097737
Average
No
Weekly
Apartment
1,739
52,351
28
Male
34,395
Married
2
Master's
Unemployed
37.795406
Suburban
Comprehensive
2
5
null
4
2024-01-03 15:21:39.117183
Poor
Yes
Weekly
Apartment
397
52,352
51
Female
45,970
Divorced
4
PhD
Unemployed
11.234872
Urban
Premium
1
13
591
1
2021-03-11 15:21:39.084065
Poor
Yes
Weekly
Condo
2,027
52,353
22
Female
28,307
Married
3
High School
null
49.54766
Rural
Basic
null
19
647
7
2022-05-17 15:21:39.171102
Good
No
Daily
Condo
2,416
52,354
56
Female
16,054
Married
4
High School
Unemployed
39.760876
Rural
Comprehensive
3
2
359
5
2024-07-28 15:21:39.176717
Poor
No
Weekly
Apartment
2,673
52,355
47
Male
132,708
Single
0
PhD
Employed
19.957198
Suburban
Basic
1
17
798
4
2022-12-25 15:21:39.092127
Good
No
Daily
Apartment
115
52,356
32
Female
16,123
Married
1
Master's
null
7.937187
Rural
Basic
1
13
706
9
2023-05-26 15:21:39.134960
Average
Yes
Weekly
Condo
756
52,357
37
Female
39,811
Divorced
0
Master's
Unemployed
5.710804
Suburban
Basic
0
19
null
2
2022-07-07 15:21:39.094752
Poor
Yes
Daily
Condo
613
52,358
31
Female
3,849
Married
3
PhD
Unemployed
35.289464
Suburban
Premium
2
4
696
8
2024-05-18 15:21:39.265513
Good
No
Weekly
House
852
52,359
58
Female
103,153
Divorced
0
Master's
null
12.749346
Rural
Comprehensive
null
3
393
4
2021-03-23 15:21:39.237118
Poor
No
Rarely
Condo
666
52,360
50
Female
43,811
Single
0
Master's
Employed
27.939275
Urban
Comprehensive
null
7
788
5
2024-07-04 15:21:39.087123
null
No
Rarely
House
741
52,361
35
Male
33,483
Single
1
PhD
Employed
28.719407
Urban
Premium
1
6
789
4
2020-12-11 15:21:39.084065
Poor
No
Daily
Apartment
811
52,362
21
Male
45,859
Divorced
4
High School
Unemployed
15.666844
Urban
Basic
null
12
566
5
2022-07-02 15:21:39.194829
Average
Yes
Weekly
House
128
52,363
44
Female
13,983
Single
2
Bachelor's
Employed
12.493363
Rural
Comprehensive
0
18
567
2
2021-07-02 15:21:39.268507
Average
Yes
Weekly
House
1,578
52,364
43
Female
37,149
Single
3
Master's
Unemployed
30.938329
Urban
Comprehensive
0
14
null
1
2023-11-28 15:21:39.155231
Good
Yes
Rarely
Apartment
1,171
52,365
20
Female
2,673
Divorced
3
PhD
null
15.691764
Urban
Premium
1
16
547
7
2023-01-21 15:21:39.207847
Average
Yes
Daily
House
2,175
52,366
53
Female
12,042
Single
3
Bachelor's
Self-Employed
null
Urban
Comprehensive
2
6
810
9
2021-12-10 15:21:39.223390
Good
No
Monthly
Condo
1,206
52,367
18
Female
25,776
Single
3
PhD
null
null
Urban
Premium
null
13
626
4
2019-09-27 15:21:39.126661
Average
Yes
Weekly
Apartment
524
52,368
60
Female
25,861
Single
0
High School
null
17.235599
Rural
Premium
1
11
572
1
2022-09-25 15:21:39.255696
Good
No
Rarely
House
586
52,369
32
Female
6,424
Single
4
Bachelor's
Unemployed
25.539452
Urban
Basic
1
11
734
9
2020-01-05 15:21:39.098696
Average
No
Monthly
Condo
1,503
52,370
62
Female
80,136
Single
3
Master's
Employed
40.652995
Suburban
Basic
null
6
746
2
2022-05-29 15:21:39.258696
Good
Yes
Monthly
Condo
186
52,371
53
Male
13,672
Single
0
High School
Employed
18.166592
Rural
Basic
null
17
573
1
2021-09-06 15:21:39.155231
Average
No
Weekly
Condo
51
52,372
41
Female
null
Divorced
4
Bachelor's
Unemployed
12.706778
Rural
Premium
null
11
509
4
2024-01-12 15:21:39.194829
Good
Yes
Weekly
Apartment
130
52,373
33
Male
29,453
Married
2
Master's
Self-Employed
38.369926
Rural
Premium
2
19
334
5
2022-06-07 15:21:39.134960
Good
No
Daily
Apartment
905
52,374
61
Male
null
Married
2
Bachelor's
null
22.990069
Rural
Premium
0
12
380
4
2022-06-11 15:21:39.126661
Poor
No
Weekly
House
1,735
52,375
52
Female
10,008
Married
1
High School
Employed
35.724534
Suburban
Basic
0
5
504
2
2022-07-09 15:21:39.189223
Good
No
Monthly
House
2,981
52,376
38
Female
576
Single
4
PhD
null
21.262648
Suburban
Comprehensive
0
1
466
8
2022-02-08 15:21:39.267454
Average
Yes
Weekly
Condo
1,077
52,377
35
Female
69,801
Divorced
2
Master's
null
29.667769
Suburban
Comprehensive
null
10
null
6
2023-03-11 15:21:39.244069
Average
No
Rarely
House
255
52,378
37
Male
106,776
Married
3
High School
null
29.737354
Rural
Comprehensive
2
8
440
1
2022-04-21 15:21:39.206847
null
No
Daily
Apartment
807
52,379
43
Male
31,005
Divorced
3
PhD
Unemployed
43.060789
Rural
Comprehensive
0
7
683
6
2021-12-18 15:21:39.235012
Good
Yes
Monthly
House
1,103
52,380
null
Male
11,621
Married
4
Master's
null
27.959532
Suburban
Comprehensive
0
4
745
6
2023-01-12 15:21:39.114118
Poor
No
Rarely
Condo
206
52,381
53
Male
25,265
Single
2
High School
null
35.912356
Rural
Premium
0
8
null
3
2023-02-07 15:21:39.102694
Average
No
Monthly
Condo
3,023
52,382
21
Male
null
Married
1
Bachelor's
Employed
35.602348
Suburban
Comprehensive
1
3
716
4
2024-05-14 15:21:39.155231
Average
Yes
Rarely
Apartment
153
52,383
34
Female
10,004
Married
3
Bachelor's
Employed
10.335499
Urban
Premium
0
1
571
2
2020-01-22 15:21:39.271453
Average
No
Rarely
Condo
2,416
52,384
57
Male
81,654
Single
3
High School
Unemployed
26.126857
Urban
Premium
null
4
772
8
2023-11-10 15:21:39.155231
Average
No
Daily
Condo
45
52,385
53
Female
20,631
Married
3
Bachelor's
Employed
16.065194
Suburban
Basic
1
5
667
8
2023-02-16 15:21:39.155231
Average
Yes
Weekly
House
1,688
52,386
42
Male
107,281
Single
0
Bachelor's
Self-Employed
25.55481
Suburban
Comprehensive
1
12
725
1
2021-08-08 15:21:39.088124
Good
No
Daily
Apartment
367
52,387
null
Female
14,878
Married
2
PhD
Self-Employed
33.051677
Rural
Premium
null
3
838
4
2024-06-28 15:21:39.218388
Good
Yes
Monthly
Apartment
1,928
52,388
null
Male
27,696
Divorced
0
PhD
Self-Employed
51.246765
Urban
Premium
0
10
401
5
2021-09-12 15:21:39.224915
Poor
Yes
Weekly
House
1,727
52,389
26
Male
4,860
Divorced
1
Bachelor's
null
35.430317
Urban
Comprehensive
2
3
743
5
2021-04-04 15:21:39.237118
Good
Yes
Rarely
House
23
52,390
57
Female
43,431
Divorced
0
PhD
Self-Employed
19.887846
Urban
Comprehensive
0
16
403
3
2022-04-24 15:21:39.237118
Good
Yes
Weekly
Apartment
1,013
52,391
48
Female
2,447
Divorced
1
High School
Employed
8.252917
Urban
Basic
3
18
589
8
2023-05-03 15:21:39.229482
Average
Yes
Daily
Apartment
546
52,392
27
Female
126,524
Divorced
2
High School
Employed
40.053422
Suburban
Comprehensive
1
19
478
9
2022-08-29 15:21:39.237118
Average
No
Monthly
Condo
2,555
52,393
25
Female
null
Married
null
Bachelor's
null
35.647844
Suburban
Basic
1
19
847
7
2020-02-02 15:21:39.192212
Good
Yes
Weekly
House
49
52,394
56
Female
44,963
Divorced
3
PhD
Unemployed
38.764329
Rural
Premium
1
16
719
9
2024-06-05 15:21:39.246098
Good
No
Monthly
Apartment
1,042
52,395
24
Female
28,225
Divorced
3
High School
Unemployed
15.674742
Rural
Comprehensive
0
0
662
1
2022-02-14 15:21:39.285112
Poor
No
Weekly
House
607
52,396
23
Female
7,856
Single
4
Bachelor's
Unemployed
8.86164
Suburban
Premium
1
4
594
8
2021-04-19 15:21:39.108562
Poor
Yes
Daily
Apartment
762
52,397
34
Female
40,585
Divorced
3
PhD
null
40.653975
Urban
Basic
1
18
816
5
2022-01-11 15:21:39.192212
Good
No
Monthly
House
964
52,398
53
Male
39,740
Single
4
Bachelor's
Self-Employed
17.593658
Urban
Basic
null
2
389
5
2019-10-18 15:21:39.155231
Average
Yes
Rarely
House
1,069
52,399
46
Male
18,114
Single
3
Bachelor's
Self-Employed
20.836107
Rural
Premium
1
3
535
5
2020-12-23 15:21:39.237118
Average
No
Weekly
Condo
463