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
34,300
49
Male
null
Divorced
3
PhD
Unemployed
51.823926
Urban
Premium
null
18
811
1
2021-03-01 15:21:39.271453
Average
No
Daily
Condo
468
34,301
23
Female
58,823
Single
2
Master's
Unemployed
48.735291
Rural
Comprehensive
1
15
null
7
2022-01-23 15:21:39.177724
Poor
No
Rarely
Condo
48
34,302
27
Female
18,054
Single
3
PhD
null
27.791457
Rural
Premium
null
0
506
1
2023-01-05 15:21:39.112553
Poor
Yes
Rarely
House
852
34,303
50
Female
54
Divorced
1
Master's
null
46.556804
Urban
Basic
0
9
495
4
2020-04-29 15:21:39.168099
Average
No
Monthly
Condo
3,246
34,304
57
Female
2,894
Single
1
High School
Employed
42.895236
Urban
Comprehensive
0
13
828
3
2021-10-13 15:21:39.165120
Good
Yes
Rarely
Condo
63
34,305
48
Male
60,587
Divorced
3
Bachelor's
null
18.816165
Urban
Comprehensive
1
17
725
7
2024-02-14 15:21:39.289099
Good
Yes
Weekly
Apartment
170
34,306
58
Male
23,015
Single
4
Bachelor's
Unemployed
18.238529
Suburban
Premium
1
11
null
6
2024-05-05 15:21:39.155231
Good
Yes
Rarely
Condo
1,488
34,307
48
Male
17,963
Single
3
PhD
Self-Employed
42.480078
Urban
Comprehensive
0
12
640
9
2023-02-15 15:21:39.169102
Average
Yes
Rarely
Condo
946
34,308
52
Male
2,445
Married
1
Bachelor's
Unemployed
22.752585
Rural
Basic
1
12
427
1
2021-01-03 15:21:39.229482
Average
Yes
Rarely
Apartment
1,419
34,309
49
Male
6,073
Divorced
3
High School
Self-Employed
12.898326
Urban
Comprehensive
null
6
658
5
2019-10-22 15:21:39.288099
Average
Yes
Rarely
Condo
744
34,310
45
Male
92,748
Single
1
High School
null
42.180741
Suburban
Premium
null
8
461
7
2020-04-01 15:21:39.172097
Average
Yes
Rarely
House
2,118
34,311
29
Male
null
Married
2
Master's
Self-Employed
23.78367
Rural
Premium
0
5
497
9
2023-10-13 15:21:39.237118
Poor
No
Monthly
Condo
157
34,312
22
Male
2,820
Single
0
Master's
null
25.691711
Suburban
Premium
null
11
395
6
2020-09-28 15:21:39.237118
Good
Yes
Rarely
Condo
351
34,313
64
Female
23,604
Married
3
Master's
null
10.564496
Rural
Basic
null
17
null
4
2023-09-28 15:21:39.237118
Good
No
Weekly
Apartment
4,022
34,314
33
Female
38,113
Divorced
1
High School
Unemployed
8.983322
Urban
Basic
3
17
804
6
2019-10-16 15:21:39.180553
Poor
Yes
Daily
House
157
34,315
57
Female
36,522
Single
1
High School
null
35.084904
Suburban
Premium
null
12
681
1
2020-12-27 15:21:39.204790
Good
Yes
Weekly
Condo
2,089
34,316
30
Female
464
Married
1
High School
Employed
50.57502
Urban
Basic
null
18
null
3
2024-02-29 15:21:39.237118
Good
Yes
Daily
Apartment
243
34,317
53
Male
26,540
Divorced
3
PhD
Employed
35.876289
Rural
Premium
null
17
373
6
2021-07-03 15:21:39.253660
Good
No
Weekly
Condo
33
34,318
30
Male
23,007
Divorced
0
Bachelor's
Unemployed
40.07497
Suburban
Comprehensive
null
12
714
6
2020-08-27 15:21:39.237118
Average
No
Weekly
Condo
919
34,319
34
Male
29,894
Single
1
Bachelor's
Employed
29.476399
Urban
Premium
2
4
661
3
2019-10-07 15:21:39.084065
Average
Yes
Monthly
House
1,672
34,320
53
Male
10,984
Divorced
1
Master's
null
11.527984
Rural
Basic
null
17
646
7
2020-07-06 15:21:39.134960
Good
No
Daily
Condo
598
34,321
45
Female
4,499
Single
1
Master's
null
37.036613
Rural
Premium
null
17
724
4
2024-01-21 15:21:39.216387
null
Yes
Weekly
Condo
1,005
34,322
21
Female
24,595
Divorced
2
Bachelor's
Unemployed
28.078058
Urban
Premium
0
10
561
6
2023-06-27 15:21:39.192212
Average
Yes
Rarely
House
2,879
34,323
35
Male
12,984
Divorced
1
High School
null
31.886683
Urban
Basic
1
19
596
4
2024-08-05 15:21:39.267454
Good
No
Monthly
Condo
1,004
34,324
47
Female
29,073
Single
null
High School
null
null
Urban
Comprehensive
1
7
null
7
2020-09-27 15:21:39.152732
Good
No
Monthly
Apartment
2,835
34,325
34
Female
35,060
Married
null
High School
Unemployed
23.039772
Rural
Comprehensive
1
6
635
1
2019-12-17 15:21:39.220389
Average
Yes
Monthly
Apartment
785
34,326
39
Female
9,830
Single
1
Master's
null
31.588627
Urban
Comprehensive
2
15
null
9
2020-02-13 15:21:39.250151
null
Yes
Daily
Apartment
48
34,327
51
Male
13,639
Divorced
1
PhD
Unemployed
16.719649
Urban
Basic
1
3
617
3
2023-10-25 15:21:39.126661
Average
No
Monthly
Condo
712
34,328
61
Male
36,130
Divorced
3
PhD
Employed
null
Urban
Premium
0
4
757
5
2024-05-31 15:21:39.273973
Poor
No
Rarely
Apartment
115
34,329
39
Female
9,037
Married
null
Master's
null
18.879493
Suburban
Premium
1
12
523
6
2020-04-03 15:21:39.237118
Average
Yes
Weekly
Condo
631
34,330
41
Male
5,874
Single
1
PhD
null
13.13743
Suburban
Basic
0
3
779
1
2022-11-23 15:21:39.237118
Poor
Yes
Monthly
Condo
812
34,331
29
Female
16,272
Single
1
Master's
Employed
43.382278
Urban
Premium
0
1
843
5
2021-07-10 15:21:39.089116
Poor
Yes
Weekly
Condo
788
34,332
54
Female
27,311
Single
2
Bachelor's
Employed
12.539642
Suburban
Premium
2
13
518
5
2021-10-10 15:21:39.237118
Good
Yes
Rarely
Apartment
1,155
34,333
48
Male
5,866
Divorced
4
High School
Unemployed
39.003429
Rural
Basic
4
19
null
7
2020-12-13 15:21:39.205850
Poor
Yes
Daily
House
229
34,334
44
Male
29,087
Married
1
High School
Employed
37.887816
Suburban
Comprehensive
1
7
594
3
2023-10-22 15:21:39.261856
Good
No
Daily
House
663
34,335
26
Female
28,509
Married
0
Master's
null
16.727571
Rural
Comprehensive
null
10
579
5
2021-03-01 15:21:39.155231
Average
No
Daily
House
241
34,336
21
Male
12,776
Divorced
2
High School
Self-Employed
16.069873
Rural
Premium
null
18
692
7
2021-07-07 15:21:39.189223
Average
Yes
Rarely
Apartment
1,452
34,337
27
Female
20,983
Single
3
Master's
null
12.873162
Suburban
Basic
0
6
779
5
2024-03-24 15:21:39.235012
Poor
Yes
Daily
Apartment
790
34,338
47
Male
27,486
Divorced
2
PhD
null
10.926012
Urban
Basic
null
12
836
5
2020-03-20 15:21:39.171102
Good
No
Daily
Condo
681
34,339
36
Female
5,857
Single
2
Bachelor's
Self-Employed
10.125323
Urban
Basic
1
5
821
9
2021-08-06 15:21:39.134960
Poor
No
Rarely
Condo
1,586
34,340
33
Male
49,071
Married
3
High School
Employed
15.616971
Urban
Basic
0
19
463
5
2024-04-14 15:21:39.134960
Average
Yes
Weekly
Apartment
176
34,341
35
Male
21,583
Married
3
High School
Employed
31.009076
Rural
Premium
null
6
739
9
2021-10-28 15:21:39.194829
null
Yes
Weekly
Apartment
439
34,342
39
Female
2,460
Married
3
High School
Employed
5.836359
Rural
Premium
2
3
null
6
2021-02-05 15:21:39.134960
Poor
Yes
Monthly
Apartment
909
34,343
58
Male
23,705
Single
1
Master's
Employed
26.15015
Rural
Basic
0
14
722
3
2020-05-30 15:21:39.090124
Good
No
Daily
House
612
34,344
40
Male
28,642
Single
3
High School
Employed
25.098186
Rural
Basic
null
16
621
8
2020-09-05 15:21:39.185215
Poor
Yes
Monthly
Condo
793
34,345
60
Female
5,950
Married
2
PhD
null
null
Urban
Premium
0
18
699
2
2019-11-04 15:21:39.172097
Poor
No
Weekly
Apartment
714
34,346
46
Female
7,063
Married
null
High School
Self-Employed
22.826226
Rural
Basic
1
1
843
9
2021-07-30 15:21:39.221386
Poor
Yes
Monthly
Condo
829
34,347
62
Female
24,104
Divorced
4
Master's
Self-Employed
10.843227
Urban
Premium
1
11
805
7
2022-03-01 15:21:39.177724
Good
No
Weekly
House
1,081
34,348
61
Female
1,563
Married
2
PhD
Unemployed
13.906158
Urban
Comprehensive
0
12
688
8
2024-05-05 15:21:39.134960
Poor
No
Daily
Condo
2,134
34,349
61
Female
10,186
Married
4
High School
Self-Employed
17.056276
Suburban
Basic
0
1
482
8
2021-05-20 15:21:39.152732
Average
Yes
Daily
Apartment
3,489
34,350
64
Male
27,950
Married
0
Master's
Unemployed
17.766936
Suburban
Premium
null
18
639
6
2021-01-14 15:21:39.221386
Good
No
Rarely
Condo
1,036
34,351
62
Male
6,848
Single
2
PhD
null
8.927892
Suburban
Basic
1
12
566
8
2020-11-24 15:21:39.146733
Poor
No
Daily
Condo
1,356
34,352
47
Female
11,554
Married
1
High School
Self-Employed
13.298973
Suburban
Basic
1
5
678
7
2020-09-08 15:21:39.250151
Average
No
Rarely
House
963
34,353
48
Female
44,284
Divorced
null
High School
null
42.226539
Suburban
Premium
1
15
848
9
2023-10-17 15:21:39.190215
Poor
Yes
Rarely
Apartment
1,542
34,354
42
Female
83,440
Married
2
Master's
Unemployed
22.79001
Rural
Premium
0
5
587
3
2024-04-30 15:21:39.233485
Average
Yes
Monthly
House
277
34,355
20
Male
35
Single
2
PhD
Self-Employed
11.077884
Urban
Comprehensive
2
1
817
8
2024-04-14 15:21:39.087123
Poor
Yes
Rarely
Apartment
1,284
34,356
54
Female
null
Married
4
Bachelor's
Employed
20.957395
Suburban
Basic
2
6
551
5
2023-01-25 15:21:39.130190
Good
No
Monthly
Condo
394
34,357
50
Male
24,344
Divorced
1
PhD
null
null
Rural
Basic
0
1
665
2
2022-08-20 15:21:39.175719
Good
No
Rarely
Apartment
1,162
34,358
50
Male
102,264
Married
0
Bachelor's
Employed
37.844252
Urban
Comprehensive
0
15
400
9
2023-01-06 15:21:39.230483
Poor
No
Weekly
Condo
1,558
34,359
43
Male
40,951
Single
4
High School
Employed
14.385078
Urban
Comprehensive
2
3
612
5
2020-04-27 15:21:39.155231
Average
Yes
Weekly
Condo
468
34,360
27
Male
35,424
Divorced
3
PhD
Employed
5.456216
Rural
Premium
2
17
576
1
2022-08-26 15:21:39.145732
Good
Yes
Monthly
Apartment
1,108
34,361
35
Female
38,651
Divorced
2
PhD
Employed
47.886422
Rural
Premium
null
5
788
2
2019-09-09 15:21:39.130190
Poor
No
Weekly
Condo
816
34,362
36
Male
16,892
Married
0
Master's
null
30.786439
Rural
Basic
0
7
442
2
2023-05-18 15:21:39.134960
Good
No
Monthly
Condo
664
34,363
53
Male
18,341
Married
0
Master's
Self-Employed
11.756688
Rural
Comprehensive
0
11
693
8
2021-10-22 15:21:39.237118
Average
Yes
Rarely
Apartment
566
34,364
28
Female
1,792
Single
1
PhD
Self-Employed
8.895872
Urban
Basic
null
7
391
3
2021-04-19 15:21:39.121169
Good
No
Daily
Condo
1,426
34,365
21
Female
6,178
Divorced
0
Master's
Employed
7.906187
Urban
Premium
1
14
null
9
2024-03-18 15:21:39.105504
Poor
Yes
Rarely
Condo
118
34,366
43
Female
null
Married
null
Bachelor's
Self-Employed
7.750138
Urban
Premium
null
19
307
1
2022-06-04 15:21:39.269494
Poor
No
Rarely
Apartment
1,442
34,367
26
Male
844
Divorced
0
Master's
Self-Employed
null
Suburban
Premium
0
17
588
9
2020-10-26 15:21:39.205850
Average
Yes
Monthly
Condo
1,466
34,368
21
Male
16,228
Married
null
PhD
Self-Employed
10.827762
Suburban
Basic
2
14
434
7
2019-09-19 15:21:39.155231
Good
No
Monthly
House
1,499
34,369
62
Male
39,603
Single
3
PhD
Self-Employed
28.869559
Urban
Comprehensive
0
15
632
8
2023-05-24 15:21:39.092127
Average
No
Monthly
House
1,204
34,370
58
Female
45,172
Divorced
3
PhD
Employed
36.867409
Suburban
Basic
1
15
319
7
2022-06-03 15:21:39.133866
Poor
Yes
Rarely
House
763
34,371
59
Female
137,895
null
2
PhD
Self-Employed
18.295521
Suburban
Comprehensive
null
6
357
8
2023-06-05 15:21:39.274993
Average
Yes
Rarely
House
1,572
34,372
56
Female
43,901
Single
4
PhD
Unemployed
23.055617
Suburban
Comprehensive
0
19
583
4
2023-04-22 15:21:39.237118
Good
Yes
Weekly
House
688
34,373
36
Male
30,382
Married
4
Master's
Employed
37.50682
Urban
Comprehensive
1
7
682
7
2022-09-21 15:21:39.145732
Poor
No
Weekly
House
1,179
34,374
46
Female
15,103
Divorced
2
PhD
Self-Employed
32.719506
Rural
Comprehensive
2
15
745
9
2022-07-11 15:21:39.134960
Poor
No
Monthly
Condo
724
34,375
24
Male
68,930
Single
1
Master's
null
26.622804
Urban
Comprehensive
1
16
387
3
2021-03-13 15:21:39.221386
Average
Yes
Monthly
Apartment
689
34,376
21
Female
114,530
Divorced
1
PhD
Employed
null
Suburban
Premium
null
13
498
4
2022-10-01 15:21:39.271453
Average
No
Monthly
Apartment
1,117
34,377
43
Male
15,696
Married
4
Master's
Self-Employed
39.240024
Rural
Comprehensive
0
18
null
4
2019-11-28 15:21:39.278402
Average
No
Monthly
Condo
992
34,378
48
Male
2,221
Married
0
High School
Employed
42.885632
Urban
Premium
1
17
384
4
2022-03-05 15:21:39.155231
Poor
No
Monthly
House
255
34,379
27
Female
29,063
Married
null
High School
null
31.990889
Suburban
Premium
1
19
369
7
2020-01-08 15:21:39.188220
Good
Yes
Monthly
House
2,359
34,380
27
Female
147,925
Married
1
Bachelor's
Self-Employed
39.764887
Urban
Comprehensive
null
7
727
9
2023-10-13 15:21:39.093681
Average
Yes
Rarely
House
214
34,381
53
Male
39,305
Single
null
PhD
null
25.85928
Rural
Comprehensive
null
16
616
5
2023-01-03 15:21:39.176717
Poor
No
Rarely
Apartment
501
34,382
50
Male
53,375
Married
0
Master's
Unemployed
12.451469
Urban
Basic
1
19
795
2
2023-06-01 15:21:39.134960
Good
No
Monthly
Apartment
202
34,383
50
Male
26
Divorced
3
PhD
Self-Employed
15.849094
Rural
Basic
0
5
848
8
2020-10-25 15:21:39.134960
Poor
No
Daily
Condo
671
34,384
50
Female
71,118
Married
null
High School
null
26.818932
Rural
Basic
0
7
516
3
2021-06-22 15:21:39.134960
Poor
No
Weekly
Apartment
254
34,385
20
Male
31,803
Divorced
1
PhD
Self-Employed
6.818871
Urban
Premium
2
12
null
1
2022-12-31 15:21:39.097737
Poor
No
Daily
Condo
1,473
34,386
57
Female
27,621
Single
4
Bachelor's
Self-Employed
15.164424
Urban
Basic
1
19
464
6
2021-12-25 15:21:39.244069
Good
Yes
Daily
Apartment
1,804
34,387
23
Female
17,132
Single
null
Master's
Employed
33.580108
Rural
Premium
2
4
843
8
2024-07-15 15:21:39.237118
Poor
No
Monthly
Apartment
1,017
34,388
55
Female
60,175
Single
4
Master's
null
25.132514
Rural
Basic
null
19
362
8
2022-10-08 15:21:39.280784
Poor
Yes
Weekly
House
3,612
34,389
21
Female
10,001
Married
0
High School
null
35.007794
Urban
Basic
null
2
654
7
2022-09-22 15:21:39.151732
Average
No
Rarely
Apartment
1,838
34,390
50
Female
2,137
Divorced
2
Master's
null
51.121757
Suburban
Basic
2
14
549
5
2020-05-29 15:21:39.166062
Poor
No
Weekly
Condo
1,008
34,391
37
Female
1,364
Divorced
0
PhD
Employed
26.904114
Rural
Basic
0
12
null
5
2021-06-13 15:21:39.271453
Poor
Yes
Rarely
Condo
2,965
34,392
null
Male
29,263
Married
4
PhD
null
26.135829
Rural
Premium
null
15
435
7
2024-08-12 15:21:39.216387
Poor
Yes
Monthly
House
302
34,393
39
Male
54,417
Single
4
Bachelor's
null
27.874321
Urban
Basic
2
10
423
1
2022-10-21 15:21:39.254678
Good
No
Rarely
House
316
34,394
44
Male
8,891
Single
0
Master's
Self-Employed
null
Rural
Premium
1
2
null
7
2019-12-13 15:21:39.155231
Good
No
Daily
House
649
34,395
58
Female
17,227
Single
1
Master's
Employed
38.373144
Suburban
Premium
null
15
null
1
2020-07-26 15:21:39.264504
Poor
No
Daily
House
321
34,396
54
Female
53,612
Married
3
High School
Self-Employed
15.958648
Suburban
Basic
null
15
703
1
2022-03-31 15:21:39.180553
null
No
Daily
Apartment
397
34,397
18
Male
134,774
Single
0
Bachelor's
null
52.959005
Rural
Basic
0
5
665
2
2023-03-17 15:21:39.134960
Average
No
Weekly
Condo
291
34,398
24
Male
71,186
Single
4
High School
Unemployed
null
Urban
Comprehensive
null
19
690
2
2024-02-02 15:21:39.170099
Average
No
Weekly
Condo
2,392
34,399
62
Male
3,100
Single
0
Bachelor's
Employed
43.912338
Urban
Comprehensive
2
12
784
6
2020-05-05 15:21:39.155231
Good
No
Weekly
Apartment
1,495