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
1,192,300
40
Female
2,912
Married
3
Master's
Unemployed
35.06579
Rural
Premium
2
10
375
6
2022-07-27 15:21:39.169102
Poor
Yes
Rarely
Apartment
1,332
1,192,301
36
Male
20,611
Single
0
Bachelor's
Self-Employed
29.924526
Urban
Basic
1
14
722
4
2020-01-22 15:21:39.149731
null
Yes
Daily
Condo
2,197
1,192,302
58
Male
23,139
Divorced
2
High School
Employed
19.493263
Urban
Comprehensive
0
7
498
2
2020-01-05 15:21:39.264504
Poor
Yes
Weekly
Condo
890
1,192,303
20
Male
5,856
Divorced
3
Master's
Unemployed
44.964373
Rural
Basic
2
1
678
2
2020-05-12 15:21:39.223901
Good
No
Rarely
Apartment
2,449
1,192,304
25
Female
null
Single
2
PhD
Self-Employed
14.908198
Rural
Basic
null
2
400
3
2020-05-06 15:21:39.107553
Poor
No
Monthly
Condo
459
1,192,305
58
Male
30,123
Single
4
Bachelor's
null
12.747945
Suburban
Basic
0
18
316
1
2022-11-06 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,187
1,192,306
63
Male
24,229
Divorced
4
Bachelor's
Self-Employed
21.236816
Suburban
Premium
1
4
576
9
2020-04-20 15:21:39.130190
Poor
No
Weekly
House
663
1,192,307
54
Female
43,778
Married
2
Master's
Unemployed
20.764278
Rural
Premium
0
18
622
2
2022-05-21 15:21:39.146733
Good
Yes
Rarely
Condo
924
1,192,308
32
Male
20,981
Divorced
0
Bachelor's
null
27.095905
Suburban
Basic
1
0
null
1
2023-05-01 15:21:39.096739
Poor
Yes
Monthly
House
2,388
1,192,309
23
Female
26,134
Single
0
Master's
Self-Employed
8.690062
Rural
Basic
1
2
501
4
2023-09-12 15:21:39.095696
Good
No
Rarely
House
2,177
1,192,310
46
Male
70,501
null
3
High School
null
21.933184
Rural
Premium
2
11
629
1
2020-07-07 15:21:39.289099
Poor
Yes
Rarely
Condo
2,326
1,192,311
47
Female
25,011
Single
1
Bachelor's
Employed
12.527293
Rural
Basic
null
5
793
2
2024-03-26 15:21:39.132191
Average
No
Daily
House
645
1,192,312
50
Male
134,046
Single
4
Master's
null
26.099742
Urban
Comprehensive
2
1
null
9
2020-03-13 15:21:39.093681
Poor
No
Weekly
Condo
3,203
1,192,313
24
Female
8,069
Married
3
PhD
null
26.928988
Urban
Comprehensive
1
1
null
4
2021-01-21 15:21:39.237118
Average
No
Daily
Apartment
1,588
1,192,314
38
Male
17,227
Divorced
1
High School
Unemployed
17.811449
Urban
Basic
1
11
705
3
2022-01-31 15:21:39.155231
Average
Yes
Weekly
Condo
954
1,192,315
55
Female
12,215
Married
1
Master's
Employed
13.518526
Suburban
Basic
null
1
590
1
2023-10-26 15:21:39.237118
Poor
No
Daily
House
2,635
1,192,316
51
Female
44,256
Divorced
0
PhD
Employed
15.120401
Rural
Premium
0
4
685
3
2021-09-04 15:21:39.166062
Poor
Yes
Monthly
House
1,061
1,192,317
33
Female
15,696
Single
3
Bachelor's
Employed
31.926851
Suburban
Premium
0
7
535
9
2023-07-19 15:21:39.199447
Average
No
Weekly
Apartment
459
1,192,318
57
Female
47,746
Divorced
3
Master's
Self-Employed
37.254636
Suburban
Basic
null
12
379
1
2020-01-04 15:21:39.122134
Poor
Yes
Weekly
House
2,034
1,192,319
39
Female
2,861
Single
2
High School
null
12.764732
Rural
Basic
null
18
456
6
2024-02-22 15:21:39.282785
Average
Yes
Monthly
Condo
1,238
1,192,320
18
Female
13,791
Single
0
Master's
Self-Employed
20.82427
Rural
Comprehensive
0
0
424
5
2023-07-29 15:21:39.134960
null
Yes
Daily
Condo
569
1,192,321
35
Male
28,978
Single
0
Bachelor's
Unemployed
28.694729
Suburban
Premium
null
3
null
9
2022-04-12 15:21:39.155231
Poor
No
Weekly
House
604
1,192,322
22
Female
27,448
Single
4
Bachelor's
Self-Employed
30.191644
Rural
Premium
null
14
757
9
2023-12-02 15:21:39.269494
Average
No
Daily
Apartment
732
1,192,323
32
Female
5,983
Married
3
Bachelor's
null
28.772764
Suburban
Basic
null
9
342
6
2023-04-15 15:21:39.274993
Good
No
Monthly
Condo
1,186
1,192,324
34
Male
61,169
Single
4
High School
Employed
23.691831
Urban
Comprehensive
null
18
629
3
2019-09-01 15:21:39.155231
Poor
No
Monthly
House
37
1,192,325
29
Male
29,407
Divorced
3
PhD
Unemployed
35.592648
Urban
Basic
3
11
391
3
2024-02-04 15:21:39.119168
Poor
Yes
Monthly
Condo
1,063
1,192,326
46
Female
16,058
Single
3
Master's
Employed
36.817331
Rural
Basic
1
7
796
9
2019-09-12 15:21:39.155231
Poor
No
Rarely
Condo
942
1,192,327
58
Female
16,011
Single
4
High School
null
15.098166
Suburban
Basic
null
7
572
3
2024-03-19 15:21:39.237118
Poor
Yes
Weekly
House
28
1,192,328
23
Female
8,409
Married
0
Master's
Self-Employed
26.790056
Rural
Premium
1
13
718
6
2022-07-08 15:21:39.155231
Average
Yes
Rarely
Apartment
1,406
1,192,329
24
Male
16,535
Single
2
Master's
null
10.418717
Urban
Basic
1
13
842
5
2022-04-10 15:21:39.134960
null
No
Rarely
House
184
1,192,330
53
Male
18,297
Single
0
High School
null
null
Suburban
Comprehensive
0
12
791
3
2024-06-02 15:21:39.117183
Poor
Yes
Daily
House
1,195
1,192,331
49
Female
15,724
Divorced
1
Master's
null
12.772926
Suburban
Basic
0
17
780
7
2023-06-23 15:21:39.193945
Average
No
Weekly
Apartment
197
1,192,332
34
Male
43,720
Divorced
1
High School
Self-Employed
45.443097
Urban
Basic
null
1
null
5
2023-11-12 15:21:39.145732
Good
No
Monthly
House
1,519
1,192,333
47
Female
5,737
Divorced
4
High School
Employed
14.759376
Urban
Comprehensive
1
1
null
4
2022-03-07 15:21:39.205850
Average
Yes
Monthly
House
424
1,192,334
54
Male
46,785
Single
0
PhD
Employed
51.897111
Suburban
Premium
null
11
552
8
2024-07-31 15:21:39.237118
Average
Yes
Rarely
House
2,221
1,192,335
52
Female
9,429
Married
1
PhD
Self-Employed
27.754155
Urban
Comprehensive
1
16
781
1
2023-05-16 15:21:39.222387
Good
Yes
Weekly
Apartment
2,733
1,192,336
40
Female
3,720
Married
2
PhD
null
50.387767
Urban
Basic
4
18
590
8
2023-04-12 15:21:39.155231
Good
No
Weekly
House
541
1,192,337
21
Female
118,312
Married
1
High School
Employed
30.141618
Suburban
Premium
null
12
441
2
2019-10-19 15:21:39.274993
Good
No
Daily
House
1,570
1,192,338
39
Male
27,358
Married
4
Master's
Unemployed
21.520926
Rural
Premium
null
4
727
9
2024-06-21 15:21:39.168099
Average
No
Rarely
Apartment
609
1,192,339
26
Female
2,676
Single
2
High School
null
46.084993
Suburban
Premium
1
2
557
4
2023-07-02 15:21:39.211806
Poor
Yes
Monthly
Condo
2,721
1,192,340
19
Male
43,743
Married
4
High School
null
43.427716
Rural
Basic
0
7
692
6
2024-05-10 15:21:39.098696
Poor
Yes
Monthly
Condo
692
1,192,341
23
Female
3,246
Divorced
2
High School
Self-Employed
23.071925
Suburban
Comprehensive
0
13
788
9
2024-04-09 15:21:39.155231
Good
No
Weekly
Apartment
2,668
1,192,342
41
Female
1,401
Married
0
High School
Employed
null
Suburban
Comprehensive
0
16
797
4
2023-04-16 15:21:39.237118
Good
No
Daily
Apartment
519
1,192,343
55
Female
27,320
Divorced
3
Master's
Unemployed
20.783378
Urban
Basic
0
1
null
3
2024-01-14 15:21:39.247098
Poor
No
Monthly
House
919
1,192,344
57
Male
6,972
Married
1
PhD
null
41.017086
Rural
Comprehensive
2
12
793
7
2023-10-21 15:21:39.155231
Good
Yes
Monthly
House
1,741
1,192,345
46
Female
24,591
Divorced
null
PhD
Unemployed
26.139966
Rural
Premium
0
1
391
5
2020-12-22 15:21:39.155231
Poor
No
Daily
Apartment
1,342
1,192,346
24
Female
14,901
Single
3
PhD
Self-Employed
33.642838
Rural
Comprehensive
null
5
722
2
2023-03-16 15:21:39.112553
Good
Yes
Monthly
House
2,481
1,192,347
33
Female
3,128
Divorced
3
High School
Unemployed
14.827532
Urban
Basic
2
18
null
4
2022-02-15 15:21:39.177724
Poor
No
Rarely
Condo
1,795
1,192,348
64
Male
10,086
Married
2
Bachelor's
Employed
34.240736
Urban
Basic
null
7
387
8
2022-11-20 15:21:39.121169
Average
No
Weekly
Condo
454
1,192,349
31
Female
14,079
Married
4
High School
Self-Employed
null
Suburban
Basic
1
16
676
9
2021-01-02 15:21:39.087123
Average
No
Rarely
Condo
2,322
1,192,350
50
Female
23,897
Married
null
PhD
Employed
20.818087
Rural
Premium
0
18
798
6
2022-11-13 15:21:39.237118
Poor
No
Weekly
Condo
806
1,192,351
22
Female
11,426
Single
4
Master's
Unemployed
38.812241
Rural
Basic
0
12
534
3
2020-11-12 15:21:39.133866
Poor
No
Daily
House
1,519
1,192,352
62
Male
749
Married
3
Bachelor's
null
33.564328
Urban
Premium
null
12
447
6
2021-07-04 15:21:39.270454
Poor
No
Daily
Apartment
1,181
1,192,353
39
Male
36,373
Divorced
null
Master's
Self-Employed
29.91283
Urban
Comprehensive
0
11
null
2
2020-07-20 15:21:39.272456
Good
Yes
Weekly
Condo
1,616
1,192,354
56
Female
34,456
Single
4
Bachelor's
Self-Employed
33.893544
Rural
Premium
1
8
612
5
2022-09-12 15:21:39.223901
Good
No
Monthly
Condo
973
1,192,355
27
Female
13,382
Married
3
Master's
null
null
Rural
Comprehensive
null
2
569
1
2020-01-06 15:21:39.155231
Average
Yes
Rarely
House
1,864
1,192,356
33
Male
18,450
Divorced
2
PhD
Self-Employed
31.018311
Rural
Comprehensive
null
7
629
2
2022-02-14 15:21:39.078837
Good
Yes
Daily
House
2,211
1,192,357
23
Female
49,546
Divorced
4
PhD
Employed
26.058935
Rural
Basic
null
17
448
1
2022-09-19 15:21:39.155231
Good
Yes
Rarely
Apartment
320
1,192,358
40
Male
8,791
Single
3
Master's
null
8.881647
Rural
Comprehensive
null
9
596
5
2022-03-22 15:21:39.180553
Good
Yes
Weekly
House
882
1,192,359
null
Female
128,848
Single
3
High School
Self-Employed
null
Rural
Comprehensive
1
10
482
7
2024-03-13 15:21:39.191219
Good
Yes
Weekly
House
1,058
1,192,360
36
Female
5,879
Divorced
2
PhD
Self-Employed
22.064233
Suburban
Comprehensive
null
2
351
5
2019-11-29 15:21:39.278402
Poor
No
Rarely
Apartment
901
1,192,361
40
Male
2,788
Single
0
Bachelor's
Self-Employed
34.191247
Suburban
Basic
1
17
659
6
2023-12-06 15:21:39.222387
null
No
Monthly
Apartment
115
1,192,362
26
Male
67,510
Single
3
High School
Self-Employed
22.827416
Rural
Comprehensive
0
3
475
7
2020-04-25 15:21:39.117183
Poor
Yes
Rarely
Apartment
2,348
1,192,363
20
Male
630
Divorced
2
Master's
Unemployed
20.396843
Suburban
Premium
null
3
467
6
2023-03-09 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,438
1,192,364
22
Female
16,569
Single
0
High School
Unemployed
37.829399
Rural
Comprehensive
2
6
null
2
2020-05-01 15:21:39.152732
Average
Yes
Weekly
Apartment
2,765
1,192,365
62
Male
10,068
Single
2
Bachelor's
Unemployed
34.131025
Suburban
Premium
3
14
391
5
2020-12-30 15:21:39.192212
Poor
Yes
Weekly
House
733
1,192,366
23
Male
10,472
Divorced
1
Master's
Self-Employed
20.417544
Rural
Comprehensive
null
11
805
8
2023-12-11 15:21:39.111551
Poor
No
Weekly
House
479
1,192,367
49
Female
29,174
Single
3
Master's
Unemployed
11.07371
Rural
Comprehensive
1
17
533
2
2022-03-10 15:21:39.197445
Average
No
Monthly
Apartment
1,221
1,192,368
39
Male
54,763
Divorced
2
High School
Self-Employed
42.738494
Rural
Comprehensive
null
9
438
6
2024-03-04 15:21:39.134960
Good
Yes
Daily
Condo
925
1,192,369
37
Male
799
Single
1
Bachelor's
Self-Employed
6.520927
Rural
Basic
1
10
456
3
2022-03-04 15:21:39.223390
Poor
Yes
Rarely
Apartment
536
1,192,370
28
Female
8,051
Single
0
Master's
Unemployed
6.979296
Rural
Comprehensive
1
2
710
3
2020-01-20 15:21:39.134960
Average
Yes
Rarely
House
1,277
1,192,371
39
Female
1,986
Divorced
1
Bachelor's
null
9.576987
Suburban
Comprehensive
null
10
355
3
2022-07-16 15:21:39.180553
Poor
No
Daily
Apartment
832
1,192,372
31
Male
36,974
Divorced
2
PhD
Unemployed
17.912366
Rural
Premium
0
14
667
2
2020-08-14 15:21:39.272456
Poor
Yes
Weekly
Condo
159
1,192,373
32
Female
110,130
Single
4
Bachelor's
Employed
22.552408
Urban
Comprehensive
3
19
508
9
2023-07-17 15:21:39.232526
Average
Yes
Daily
Apartment
1,314
1,192,374
33
Female
27,091
Single
4
Master's
Unemployed
10.822668
Suburban
Basic
3
6
577
7
2022-09-24 15:21:39.261856
Average
Yes
Daily
Apartment
2,347
1,192,375
37
Male
2,874
Divorced
4
Master's
Unemployed
31.583784
Rural
Basic
1
13
391
5
2022-07-19 15:21:39.149731
Good
No
Rarely
Apartment
447
1,192,376
41
Male
null
Married
3
PhD
null
37.175965
Suburban
Premium
null
18
434
4
2024-03-21 15:21:39.245086
Average
Yes
Weekly
Apartment
3,625
1,192,377
43
Female
66,884
Single
2
PhD
Self-Employed
51.535215
Urban
Basic
2
3
461
6
2022-11-29 15:21:39.182597
Good
Yes
Rarely
Apartment
475
1,192,378
56
Female
1,447
Divorced
0
Master's
null
37.879125
Urban
Comprehensive
null
14
495
6
2021-05-15 15:21:39.237118
Average
Yes
Daily
Apartment
571
1,192,379
55
Male
82,551
Divorced
0
Master's
null
15.65996
Urban
Comprehensive
0
10
534
7
2023-09-20 15:21:39.207847
Good
No
Daily
Apartment
394
1,192,380
24
Female
917
Married
1
Master's
null
30.822192
Rural
Comprehensive
2
1
622
9
2021-03-30 15:21:39.237118
Poor
No
Monthly
Condo
1,770
1,192,381
53
Female
72,827
Divorced
4
Bachelor's
Self-Employed
10.937345
Urban
Comprehensive
0
6
309
8
2019-12-01 15:21:39.155231
Good
Yes
Monthly
Apartment
506
1,192,382
56
Male
24,237
Married
0
Master's
null
24.901313
Urban
Premium
null
12
697
2
2022-06-14 15:21:39.182597
Poor
No
Monthly
House
566
1,192,383
62
Male
125,712
Divorced
2
Bachelor's
Unemployed
49.869402
Urban
Basic
null
7
481
7
2020-05-08 15:21:39.155231
Good
Yes
Rarely
Condo
119
1,192,384
40
Male
3,729
Single
3
Master's
null
16.263934
Suburban
Premium
1
11
645
5
2023-11-21 15:21:39.244069
Good
Yes
Rarely
Apartment
100
1,192,385
31
Male
579
Married
2
Master's
null
23.959761
Rural
Comprehensive
null
4
779
3
2023-03-26 15:21:39.082499
Average
No
Weekly
Apartment
21
1,192,386
56
Female
30,641
Married
3
High School
null
19.053426
Rural
Comprehensive
1
1
494
6
2020-06-21 15:21:39.096739
Poor
No
Daily
Condo
1,172
1,192,387
57
Male
10,004
Married
0
Master's
null
36.492434
Rural
Comprehensive
null
12
680
6
2021-12-12 15:21:39.134960
Poor
No
Monthly
House
884
1,192,388
25
Male
48,345
Divorced
0
PhD
Employed
26.682689
Urban
Comprehensive
0
2
424
9
2021-10-20 15:21:39.213373
Good
Yes
Monthly
House
225
1,192,389
64
Male
3,973
Single
1
Master's
null
41.382799
Rural
Premium
1
4
691
1
2021-10-29 15:21:39.134960
Average
Yes
Rarely
Condo
26
1,192,390
36
Male
25,265
Single
4
High School
Unemployed
4.087549
Urban
Comprehensive
0
6
846
6
2022-01-20 15:21:39.192212
Average
Yes
Daily
Condo
1,705
1,192,391
64
Female
64,584
Married
null
High School
Self-Employed
27.52743
Rural
Basic
null
16
452
6
2022-06-29 15:21:39.164044
Average
No
Monthly
Apartment
279
1,192,392
46
Male
3,976
Married
3
Master's
null
28.357216
Urban
Basic
0
2
739
9
2020-08-30 15:21:39.155231
null
Yes
Daily
House
2,427
1,192,393
23
Female
456
Divorced
1
PhD
null
22.555129
Suburban
Comprehensive
null
7
716
4
2021-08-16 15:21:39.154008
Poor
No
Daily
Apartment
2,072
1,192,394
52
Female
1,388
null
0
High School
Unemployed
28.816184
Rural
Comprehensive
1
9
573
5
2022-02-11 15:21:39.225916
Good
Yes
Monthly
House
213
1,192,395
44
Male
36,504
Married
2
High School
null
18.816995
Urban
Premium
0
17
null
1
2020-04-21 15:21:39.252145
Poor
No
Rarely
House
1,405
1,192,396
23
Female
57,768
Married
1
Master's
null
32.908628
Rural
Basic
0
15
629
7
2019-09-24 15:21:39.151732
Average
Yes
Daily
House
2,108
1,192,397
57
Male
46,739
Divorced
3
Master's
null
4.394003
Urban
Basic
1
18
689
4
2021-01-15 15:21:39.133866
Average
Yes
Weekly
Apartment
381
1,192,398
48
Female
141,653
Married
1
Master's
Self-Employed
22.760745
Urban
Premium
null
3
610
9
2020-05-18 15:21:39.289099
Average
No
Monthly
House
60
1,192,399
23
Male
2,399
Married
null
High School
null
31.75118
Rural
Premium
2
12
666
8
2020-09-16 15:21:39.193945
null
No
Daily
House
784