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
1,195,300
58
Female
3,277
Divorced
3
PhD
Unemployed
13.938123
Rural
Premium
1
14
null
9
2022-04-09 15:21:39.283783
Average
No
Daily
Condo
23
1,195,301
20
Female
2,683
Divorced
2
PhD
Self-Employed
null
Suburban
Basic
1
12
602
7
2022-01-24 15:21:39.152732
Poor
No
Daily
Apartment
619
1,195,302
41
Female
17,495
Married
2
Bachelor's
Employed
9.070825
Urban
Premium
0
15
473
9
2023-06-11 15:21:39.237118
Average
No
Rarely
House
1,181
1,195,303
36
Male
3,896
Single
4
PhD
null
18.948062
Rural
Premium
2
5
845
8
2023-03-14 15:21:39.215386
Poor
Yes
Rarely
Condo
961
1,195,304
24
Female
null
Single
2
Master's
Self-Employed
21.535949
Suburban
Basic
0
0
353
2
2023-10-12 15:21:39.132191
Good
Yes
Daily
Condo
148
1,195,305
43
Male
60,766
Single
4
PhD
Employed
18.173821
Rural
Premium
null
0
null
9
2022-03-31 15:21:39.237118
Poor
No
Weekly
Condo
198
1,195,306
41
Male
25,554
Single
2
Bachelor's
Employed
7.056676
Suburban
Premium
null
0
757
7
2020-08-20 15:21:39.283783
Good
Yes
Weekly
Condo
679
1,195,307
38
Female
20,961
Single
3
Bachelor's
null
17.953827
Suburban
Comprehensive
null
15
573
2
2020-05-01 15:21:39.223901
null
Yes
Rarely
Apartment
686
1,195,308
60
Male
47,940
Married
4
PhD
null
5.395826
Suburban
Premium
null
10
478
4
2019-10-28 15:21:39.255696
null
Yes
Rarely
House
695
1,195,309
57
Female
3,906
Married
0
Bachelor's
Self-Employed
43.041208
Rural
Premium
2
13
829
4
2021-10-30 15:21:39.237118
Average
No
Daily
Condo
729
1,195,310
52
Male
38,284
Married
4
PhD
Employed
7.789616
Suburban
Premium
1
11
478
7
2020-10-14 15:21:39.271453
Poor
No
Daily
House
994
1,195,311
21
Male
139,968
Divorced
3
Bachelor's
Unemployed
31.847832
Rural
Comprehensive
null
15
381
9
2023-04-01 15:21:39.237118
Average
No
Weekly
Apartment
486
1,195,312
41
Female
73,636
Divorced
4
Master's
null
43.276477
Rural
Comprehensive
1
9
441
2
2023-09-23 15:21:39.083497
Average
No
Daily
Apartment
2,069
1,195,313
52
Male
4,567
Married
3
Master's
Employed
7.924252
Suburban
Comprehensive
2
2
null
5
2020-12-18 15:21:39.172097
Average
No
Monthly
Apartment
1,151
1,195,314
44
Male
18,071
Single
3
Master's
Self-Employed
20.078179
Rural
Basic
0
5
null
2
2021-06-23 15:21:39.116179
Good
No
Monthly
Condo
1,161
1,195,315
null
Female
64,440
Married
1
High School
Self-Employed
43.744313
Urban
Premium
2
0
419
1
2019-11-03 15:21:39.258696
Average
Yes
Rarely
Condo
1,019
1,195,316
55
Male
1,761
Single
3
High School
Self-Employed
5.453624
Urban
Comprehensive
5
2
787
7
2019-10-31 15:21:39.134960
Good
Yes
Weekly
House
755
1,195,317
58
Female
5,837
Married
3
High School
Unemployed
21.410501
Suburban
Premium
2
18
null
9
2020-08-03 15:21:39.268507
Average
Yes
Daily
Condo
1,055
1,195,318
45
Male
35,754
Married
2
Bachelor's
Self-Employed
27.811181
Rural
Comprehensive
1
4
554
7
2023-06-22 15:21:39.237118
Good
Yes
Monthly
House
24
1,195,319
42
Female
94,948
Divorced
0
Master's
Employed
37.160916
Urban
Comprehensive
null
11
332
4
2019-12-07 15:21:39.236064
Good
No
Rarely
Apartment
652
1,195,320
null
Male
23,504
Divorced
2
High School
Employed
26.836119
Rural
Premium
null
8
832
4
2023-10-21 15:21:39.102694
Poor
No
Monthly
House
1,195
1,195,321
34
Female
30,286
Married
3
Bachelor's
Self-Employed
34.929642
Suburban
Premium
null
15
646
6
2021-10-01 15:21:39.154008
Good
Yes
Monthly
House
2,251
1,195,322
36
Male
18,127
Single
1
Bachelor's
Self-Employed
11.766224
Rural
Comprehensive
0
0
797
5
2020-02-28 15:21:39.270454
null
Yes
Rarely
House
374
1,195,323
28
Male
53,812
Single
1
Bachelor's
Unemployed
17.977433
Urban
Premium
0
10
311
9
2023-04-07 15:21:39.134960
Poor
Yes
Rarely
House
1,119
1,195,324
45
Female
123,968
Married
4
PhD
null
44.07921
Urban
Basic
null
19
411
2
2024-03-17 15:21:39.291118
Average
No
Rarely
Condo
516
1,195,325
55
Male
727
Divorced
null
Master's
Employed
7.907145
Urban
Premium
null
10
433
7
2024-04-12 15:21:39.146733
Good
Yes
Monthly
Condo
872
1,195,326
46
Male
140,887
Single
2
High School
Unemployed
25.448516
Suburban
Premium
null
12
314
3
2022-03-22 15:21:39.151732
Poor
No
Daily
Apartment
2,567
1,195,327
28
Male
4,480
Married
1
PhD
null
23.245531
Urban
Comprehensive
null
6
448
2
2021-03-14 15:21:39.222387
Good
Yes
Daily
Apartment
1,000
1,195,328
21
Female
18,561
Single
3
Master's
Employed
29.658812
Rural
Basic
null
10
765
4
2019-10-07 15:21:39.155231
Poor
No
Rarely
Apartment
657
1,195,329
19
Female
27,304
Divorced
0
PhD
Self-Employed
null
Urban
Basic
null
12
null
7
2021-08-25 15:21:39.283783
Good
No
Monthly
House
745
1,195,330
36
Male
35,411
Single
2
PhD
Employed
32.717086
Urban
Comprehensive
0
1
745
2
2024-08-01 15:21:39.178918
Good
No
Rarely
Apartment
2,175
1,195,331
41
Female
24,249
Single
2
Bachelor's
null
22.97427
Urban
Premium
1
15
null
3
2022-09-16 15:21:39.134960
Good
No
Rarely
Apartment
464
1,195,332
62
Female
null
Divorced
4
High School
Unemployed
11.937885
Rural
Comprehensive
1
15
525
9
2021-07-10 15:21:39.189223
Good
No
Weekly
Condo
121
1,195,333
59
Male
10,131
Single
2
Master's
Unemployed
37.60961
Urban
Comprehensive
null
1
703
5
2019-10-27 15:21:39.155231
Average
No
Rarely
Apartment
561
1,195,334
33
Male
28,199
Married
2
Bachelor's
Unemployed
19.619031
Urban
Comprehensive
1
4
731
4
2021-10-12 15:21:39.134960
Good
Yes
Weekly
House
27
1,195,335
58
Female
4,853
Single
0
Bachelor's
null
42.072862
Urban
Basic
null
7
733
2
2022-06-06 15:21:39.246098
Average
No
Weekly
Apartment
2,124
1,195,336
27
Female
7,892
Divorced
null
PhD
Self-Employed
14.3954
Rural
Comprehensive
2
13
736
7
2020-05-24 15:21:39.237118
Poor
No
Daily
House
438
1,195,337
30
Male
17,092
Single
null
Master's
Unemployed
21.163715
Rural
Basic
2
11
690
4
2024-07-21 15:21:39.155231
Average
Yes
Daily
House
1,485
1,195,338
null
Female
42,321
Single
3
PhD
Self-Employed
29.477038
Urban
Premium
2
5
797
8
2023-12-01 15:21:39.279729
Poor
No
Daily
Condo
136
1,195,339
19
Female
14,846
Divorced
0
PhD
null
32.818563
Rural
Premium
null
3
528
6
2020-11-20 15:21:39.121169
Poor
Yes
Daily
House
952
1,195,340
56
Female
88,903
Married
3
PhD
Unemployed
30.064361
Urban
Premium
0
12
803
2
2022-11-12 15:21:39.176717
Average
No
Weekly
Apartment
3,971
1,195,341
33
Female
5,377
Divorced
1
Bachelor's
Unemployed
33.185624
Suburban
Comprehensive
1
4
658
2
2020-01-30 15:21:39.211806
null
Yes
Weekly
House
1,336
1,195,342
39
Female
null
Single
0
PhD
Self-Employed
29.702811
Suburban
Basic
1
3
328
4
2020-04-24 15:21:39.102694
Average
No
Rarely
House
2,967
1,195,343
38
Female
46,882
Divorced
4
Bachelor's
null
17.76619
Urban
Premium
1
8
null
1
2024-05-30 15:21:39.130190
null
Yes
Rarely
Condo
434
1,195,344
44
Female
86,938
Married
1
Master's
Unemployed
19.051797
Urban
Comprehensive
2
2
613
4
2024-06-12 15:21:39.155231
Average
No
Rarely
Apartment
2,545
1,195,345
35
Male
34,704
Married
2
Master's
null
46.151276
Rural
Basic
0
6
492
9
2022-07-12 15:21:39.155231
Poor
Yes
Daily
Condo
1,602
1,195,346
22
Male
2,399
Single
4
Master's
null
41.22183
Suburban
Basic
2
3
null
8
2022-03-16 15:21:39.171102
Good
Yes
Weekly
Apartment
22
1,195,347
29
Female
35,240
Single
2
Bachelor's
Employed
18.582689
Suburban
Premium
1
14
379
9
2020-01-21 15:21:39.134960
Average
No
Rarely
House
1,032
1,195,348
18
Male
16,406
Divorced
4
Master's
Employed
11.812751
Rural
Basic
1
14
462
4
2021-05-07 15:21:39.274993
Average
Yes
Monthly
Apartment
468
1,195,349
19
Male
37,669
Divorced
1
High School
Self-Employed
39.334438
Suburban
Premium
0
2
751
8
2021-07-25 15:21:39.279729
Poor
Yes
Weekly
House
1,343
1,195,350
22
Male
37,016
Divorced
4
PhD
Self-Employed
12.794376
Rural
Premium
0
2
479
3
2024-03-18 15:21:39.087123
Average
Yes
Daily
House
452
1,195,351
19
Male
904
null
4
High School
null
10.642668
Urban
Basic
0
11
568
3
2020-11-26 15:21:39.205850
Poor
No
Rarely
Condo
903
1,195,352
27
Male
17,493
Married
0
PhD
Self-Employed
23.99285
Suburban
Comprehensive
3
18
528
7
2024-06-10 15:21:39.123711
Poor
No
Weekly
House
1,616
1,195,353
56
Male
18,977
Single
2
High School
Employed
50.065887
Suburban
Comprehensive
null
7
673
3
2023-06-06 15:21:39.112553
Average
Yes
Weekly
Condo
780
1,195,354
54
Female
23,685
Divorced
3
High School
Unemployed
10.779481
Rural
Basic
0
2
553
7
2021-11-09 15:21:39.179186
Poor
Yes
Daily
Condo
1,879
1,195,355
58
Female
1,340
Married
2
High School
Employed
null
Suburban
Comprehensive
0
16
null
8
2023-08-13 15:21:39.261856
Poor
Yes
Daily
House
811
1,195,356
56
Male
117,041
Single
3
PhD
Employed
32.12337
Urban
Comprehensive
null
17
470
6
2022-05-24 15:21:39.252145
Good
Yes
Monthly
Condo
151
1,195,357
56
Male
11,280
Single
2
PhD
null
41.38207
Urban
Premium
0
0
509
4
2023-02-11 15:21:39.226954
null
Yes
Monthly
House
1,076
1,195,358
39
Male
3,045
Divorced
2
High School
Self-Employed
8.822649
Suburban
Comprehensive
2
11
780
1
2021-09-06 15:21:39.218388
Poor
Yes
Weekly
Apartment
626
1,195,359
36
Male
5,456
Married
null
Bachelor's
Unemployed
42.852856
Suburban
Basic
null
4
678
1
2023-03-25 15:21:39.132191
Good
No
Weekly
House
1,934
1,195,360
45
Female
77,820
Divorced
3
PhD
Unemployed
5.146928
Rural
Basic
4
18
470
8
2019-10-07 15:21:39.166062
Good
No
Daily
Apartment
1,242
1,195,361
40
Male
7,686
Married
0
High School
null
5.415865
Suburban
Comprehensive
0
3
634
8
2022-08-12 15:21:39.264504
Average
No
Weekly
House
1,246
1,195,362
51
Male
34,095
Single
3
High School
null
34.547387
Urban
Premium
2
1
null
3
2022-02-19 15:21:39.134960
Good
Yes
Rarely
Condo
1,568
1,195,363
22
Male
42,454
Married
1
High School
Employed
36.12957
Urban
Basic
1
2
644
2
2022-10-30 15:21:39.089116
Average
No
Monthly
House
812
1,195,364
52
Male
24,930
Married
0
Bachelor's
Self-Employed
8.948672
Rural
Comprehensive
1
11
707
9
2023-03-20 15:21:39.134960
Average
No
Weekly
House
131
1,195,365
36
Male
18,077
Divorced
0
High School
Employed
26.23987
Urban
Comprehensive
null
10
845
9
2020-12-08 15:21:39.094752
Poor
No
Daily
Apartment
966
1,195,366
56
Female
57,942
Divorced
4
PhD
Employed
43.878279
Rural
Comprehensive
2
0
590
8
2024-06-10 15:21:39.134960
null
No
Rarely
Apartment
1,534
1,195,367
20
Female
10,163
Single
2
High School
Unemployed
10.812061
Suburban
Premium
null
19
582
7
2020-07-30 15:21:39.194829
Average
Yes
Daily
Apartment
3,111
1,195,368
36
Female
57,591
Divorced
1
Master's
null
15.716004
Urban
Premium
1
3
476
1
2023-02-03 15:21:39.172097
Poor
Yes
Monthly
House
49
1,195,369
41
Female
81,741
Divorced
0
Master's
Unemployed
null
Suburban
Comprehensive
0
9
585
1
2020-11-01 15:21:39.155231
Average
Yes
Daily
Apartment
1,841
1,195,370
21
Male
null
null
1
High School
Employed
38.127874
Suburban
Basic
0
19
662
9
2024-01-09 15:21:39.084065
Average
No
Rarely
Condo
2,143
1,195,371
22
Female
21,447
Married
1
High School
null
25.724286
Rural
Premium
null
0
667
1
2024-06-17 15:21:39.087123
Good
Yes
Monthly
Apartment
1,309
1,195,372
45
Female
21,541
Married
4
Master's
Unemployed
19.474418
Suburban
Premium
1
9
557
8
2020-12-12 15:21:39.180553
Average
Yes
Daily
Apartment
463
1,195,373
20
Male
833
Divorced
2
High School
Employed
31.067129
Urban
Comprehensive
2
2
541
1
2021-02-14 15:21:39.107553
Good
Yes
Monthly
Apartment
524
1,195,374
31
Female
26,121
Divorced
null
Bachelor's
Self-Employed
16.068682
Urban
Comprehensive
null
14
843
6
2023-07-28 15:21:39.224915
Poor
No
Monthly
House
599
1,195,375
35
Male
11,450
Single
1
Master's
Self-Employed
24.907953
Rural
Comprehensive
null
11
668
2
2024-03-17 15:21:39.122134
Average
Yes
Monthly
Apartment
274
1,195,376
35
Female
3,903
Divorced
1
PhD
Employed
9.356846
Rural
Comprehensive
0
5
410
8
2023-08-11 15:21:39.148733
Good
No
Daily
Apartment
1,537
1,195,377
58
Male
71,340
Divorced
1
High School
Self-Employed
24.904359
Rural
Premium
1
13
425
2
2021-03-18 15:21:39.134960
Average
No
Monthly
House
364
1,195,378
24
Female
40,988
Divorced
1
Master's
null
33.39225
Suburban
Comprehensive
null
9
796
7
2021-07-21 15:21:39.147735
Average
Yes
Monthly
House
59
1,195,379
60
Female
51,086
Single
4
Bachelor's
Self-Employed
51.068232
Urban
Comprehensive
0
15
469
2
2023-07-15 15:21:39.211806
Average
Yes
Weekly
Apartment
323
1,195,380
52
Male
28,215
Married
0
Master's
null
18.017326
Suburban
Basic
1
11
624
5
2021-03-14 15:21:39.101733
Good
No
Monthly
House
781
1,195,381
18
Female
13,962
Divorced
null
High School
null
46.897923
Rural
Comprehensive
null
3
833
6
2023-09-19 15:21:39.192212
Poor
Yes
Daily
Condo
788
1,195,382
44
Male
2,489
Married
4
PhD
Employed
25.929307
Rural
Comprehensive
null
7
415
1
2019-10-08 15:21:39.237118
Average
No
Weekly
Condo
684
1,195,383
21
Male
6,092
Divorced
1
PhD
Unemployed
51.235637
Suburban
Premium
1
5
783
3
2022-08-25 15:21:39.237118
Good
No
Monthly
Condo
1,145
1,195,384
55
Male
114,302
Divorced
4
Master's
Self-Employed
7.015535
Urban
Basic
1
13
440
9
2020-06-25 15:21:39.187211
Good
Yes
Daily
Apartment
170
1,195,385
31
Male
27,983
Divorced
1
High School
null
19.2709
Urban
Basic
null
5
727
5
2020-01-14 15:21:39.174719
Poor
Yes
Rarely
House
158
1,195,386
54
Male
5,520
Married
3
Bachelor's
Employed
22.913465
Suburban
Comprehensive
1
14
778
5
2020-06-08 15:21:39.155231
Good
No
Weekly
House
2,545
1,195,387
50
Female
39,436
Married
2
Bachelor's
Employed
9.945356
Suburban
Comprehensive
0
17
695
3
2021-06-29 15:21:39.155231
Average
Yes
Monthly
Condo
652
1,195,388
32
Female
44,632
Single
2
PhD
Employed
27.633854
Suburban
Premium
0
3
618
8
2021-10-31 15:21:39.107553
Good
No
Daily
Apartment
817
1,195,389
19
Male
3,636
Divorced
0
PhD
null
17.92433
Urban
Comprehensive
null
17
453
4
2021-02-08 15:21:39.167099
Good
No
Rarely
House
571
1,195,390
20
Female
110,711
Single
0
PhD
Self-Employed
28.916867
Urban
Comprehensive
null
0
460
6
2022-12-07 15:21:39.193945
Poor
Yes
Daily
Condo
2,399
1,195,391
49
Female
122,696
Single
1
PhD
Self-Employed
null
Rural
Comprehensive
1
0
482
3
2023-04-02 15:21:39.187211
Average
Yes
Rarely
House
1,111
1,195,392
33
Male
104,027
Divorced
4
Bachelor's
null
14.097494
Rural
Comprehensive
0
3
474
8
2020-09-01 15:21:39.155231
Average
Yes
Weekly
Apartment
24
1,195,393
35
Female
26,296
Divorced
0
PhD
null
14.771838
Suburban
Comprehensive
1
10
447
8
2019-08-22 15:21:39.205850
Average
No
Daily
House
2,975
1,195,394
55
Female
12,438
Single
4
Bachelor's
null
12.71726
Rural
Comprehensive
0
6
null
3
2020-06-09 15:21:39.100695
Good
No
Monthly
Condo
1,307
1,195,395
46
Female
15,255
Single
0
Bachelor's
Unemployed
25.908458
Urban
Basic
0
12
834
2
2023-11-04 15:21:39.213373
Good
No
Daily
Apartment
714
1,195,396
33
Female
18,093
Single
4
PhD
Unemployed
41.639433
Suburban
Comprehensive
2
15
490
9
2024-07-15 15:21:39.134960
Good
No
Daily
House
1,216
1,195,397
29
Female
25,894
Single
0
Master's
Unemployed
17.945626
Suburban
Premium
4
13
382
6
2024-01-20 15:21:39.290098
Average
No
Rarely
House
836
1,195,398
37
Female
39,146
Married
4
PhD
null
null
Suburban
Comprehensive
0
6
793
7
2021-01-27 15:21:39.231531
Average
Yes
Monthly
Apartment
959
1,195,399
64
Female
35,297
Married
3
Master's
null
36.41576
Rural
Comprehensive
1
11
663
1
2024-02-06 15:21:39.256696
Poor
Yes
Rarely
Condo
3,138