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
1,160,300
56
Female
10,026
Single
1
Master's
Employed
13.836784
Suburban
Basic
null
8
730
9
2021-12-26 15:21:39.237118
Good
No
Weekly
Condo
506
1,160,301
33
Female
2,398
Single
3
Bachelor's
Self-Employed
18.292607
Rural
Premium
2
6
638
9
2020-06-28 15:21:39.168099
Good
Yes
Weekly
Condo
484
1,160,302
35
Female
96,418
Married
3
Bachelor's
null
33.738942
Suburban
Basic
1
1
754
2
2024-07-22 15:21:39.165120
Average
No
Monthly
House
382
1,160,303
36
Female
43,746
Married
4
High School
Employed
8.460924
Urban
Premium
2
10
null
3
2021-05-04 15:21:39.174719
Good
Yes
Monthly
Condo
1,605
1,160,304
51
Male
19,777
Single
4
Master's
Employed
30.827822
Suburban
Comprehensive
1
5
779
8
2023-12-24 15:21:39.226954
Good
No
Monthly
Condo
855
1,160,305
33
Female
92,640
Divorced
null
PhD
Unemployed
51.848121
Suburban
Premium
0
2
604
2
2024-04-18 15:21:39.081504
Average
Yes
Daily
House
622
1,160,306
43
Female
43,989
Single
3
Master's
Self-Employed
22.792703
Rural
Comprehensive
null
10
557
3
2022-07-23 15:21:39.252145
Poor
Yes
Rarely
Condo
977
1,160,307
52
Female
24,594
Married
1
Bachelor's
null
7.444681
Suburban
Premium
0
8
762
2
2023-04-11 15:21:39.132191
Poor
Yes
Rarely
House
603
1,160,308
41
Female
66,011
Single
4
Bachelor's
Self-Employed
9.779694
Urban
Premium
null
2
408
1
2020-08-16 15:21:39.223901
Good
Yes
Monthly
Condo
998
1,160,309
20
Female
1,411
Married
2
Master's
null
23.933009
Suburban
Premium
null
3
544
7
2022-09-05 15:21:39.237118
Poor
Yes
Daily
Apartment
27
1,160,310
20
Male
38,969
Married
3
PhD
Unemployed
33.330664
Suburban
Comprehensive
1
12
473
9
2020-10-22 15:21:39.259648
Good
No
Daily
Apartment
438
1,160,311
23
Female
101,824
Married
4
High School
Unemployed
3.690917
Urban
Basic
2
16
799
4
2019-12-24 15:21:39.170099
Average
Yes
Weekly
House
2,466
1,160,312
34
Male
72,876
Divorced
1
Bachelor's
Unemployed
21.919044
Suburban
Basic
3
4
801
2
2024-06-05 15:21:39.232526
Poor
No
Weekly
House
2,594
1,160,313
null
Female
4,365
Single
0
Master's
Self-Employed
27.823249
Suburban
Premium
1
5
629
6
2021-05-07 15:21:39.155231
null
No
Rarely
Condo
570
1,160,314
47
Male
11,129
Married
1
PhD
Unemployed
6.683085
Suburban
Premium
0
2
384
5
2023-12-03 15:21:39.117183
Poor
Yes
Daily
Condo
462
1,160,315
19
Male
89,057
Married
null
Bachelor's
Employed
16.839675
Rural
Premium
0
8
750
4
2021-11-01 15:21:39.270454
Good
No
Daily
Apartment
195
1,160,316
50
Male
2,961
Married
1
Bachelor's
Self-Employed
43.120955
Suburban
Premium
1
2
583
5
2020-11-08 15:21:39.235012
Poor
Yes
Rarely
Apartment
3,319
1,160,317
49
Female
6,849
Single
4
Bachelor's
Unemployed
3.172593
Suburban
Basic
null
0
646
9
2024-02-13 15:21:39.171102
null
No
Daily
Apartment
2,592
1,160,318
24
Male
null
Married
4
PhD
null
20.064487
Urban
Premium
0
14
324
4
2021-09-15 15:21:39.270454
Poor
Yes
Weekly
Condo
659
1,160,319
41
Female
381
Single
2
Bachelor's
null
29.197205
Urban
Basic
1
12
706
3
2019-09-18 15:21:39.281787
Average
Yes
Weekly
House
670
1,160,320
57
Male
31,005
Married
1
PhD
null
7.913362
Suburban
Comprehensive
1
9
605
5
2021-08-24 15:21:39.274993
Average
No
Monthly
House
595
1,160,321
56
Female
2,569
Divorced
3
PhD
Employed
null
Urban
Premium
null
19
516
7
2021-12-24 15:21:39.134960
Average
Yes
Weekly
Condo
710
1,160,322
63
Male
47,161
Divorced
0
Master's
null
14.878136
Urban
Comprehensive
0
5
454
5
2020-06-06 15:21:39.259788
Poor
Yes
Monthly
Condo
357
1,160,323
36
Female
513
Single
0
Master's
Unemployed
43.908701
Rural
Comprehensive
0
14
438
6
2021-12-20 15:21:39.147735
Poor
No
Monthly
House
2,415
1,160,324
48
Male
44,172
Divorced
1
PhD
Employed
16.735831
Urban
Comprehensive
2
6
422
7
2022-11-20 15:21:39.104139
Good
No
Daily
Apartment
2,277
1,160,325
50
Female
null
Single
4
Master's
Self-Employed
25.90765
Rural
Premium
2
12
553
6
2020-02-12 15:21:39.265513
Poor
Yes
Weekly
House
386
1,160,326
23
Male
21,169
Married
3
Master's
Unemployed
35.056309
Rural
Comprehensive
2
15
532
5
2022-03-20 15:21:39.121169
Average
No
Monthly
Condo
514
1,160,327
42
Female
1,526
Married
0
Master's
Self-Employed
16.675566
Suburban
Basic
null
16
647
6
2021-08-07 15:21:39.221386
Good
Yes
Monthly
Apartment
3,166
1,160,328
45
Female
31,003
Married
2
PhD
null
28.372415
Rural
Premium
0
9
783
5
2022-10-15 15:21:39.155231
Good
Yes
Monthly
House
766
1,160,329
38
Male
111,331
Divorced
1
PhD
Unemployed
42.336675
Rural
Basic
2
13
502
8
2022-11-24 15:21:39.192212
Average
No
Monthly
Apartment
224
1,160,330
43
Male
30,221
Married
3
PhD
Unemployed
29.659711
Urban
Basic
2
8
825
7
2021-11-13 15:21:39.192212
Poor
No
Daily
Apartment
597
1,160,331
32
Female
25,471
Married
1
Bachelor's
Unemployed
14.923759
Rural
Comprehensive
1
11
436
3
2021-11-01 15:21:39.213373
Good
No
Rarely
House
25
1,160,332
22
Male
135,910
null
2
PhD
Unemployed
23.486477
Rural
Premium
0
2
559
2
2020-12-11 15:21:39.245086
Poor
Yes
Daily
House
1,881
1,160,333
42
Female
16,963
Divorced
2
Bachelor's
Self-Employed
22.410022
Rural
Comprehensive
null
19
743
1
2021-03-17 15:21:39.092127
Average
Yes
Monthly
Condo
828
1,160,334
31
Female
57,961
Single
0
Bachelor's
null
51.819222
Urban
Basic
0
9
514
2
2023-03-02 15:21:39.286113
Poor
Yes
Daily
Condo
806
1,160,335
39
Male
3,094
Divorced
4
Bachelor's
null
12.241191
Urban
Comprehensive
null
0
447
7
2020-01-20 15:21:39.091080
Good
Yes
Monthly
House
807
1,160,336
21
Male
5,740
Single
null
Master's
Self-Employed
5.823407
Urban
Basic
null
19
724
6
2020-11-20 15:21:39.086123
Good
Yes
Weekly
Apartment
1,517
1,160,337
33
Male
22,208
Single
1
Bachelor's
Employed
6.172006
Urban
Basic
null
12
840
8
2021-07-25 15:21:39.184157
null
Yes
Rarely
Apartment
381
1,160,338
34
Male
1,250
Married
0
High School
Unemployed
null
Suburban
Basic
0
15
684
2
2023-08-20 15:21:39.155231
Average
No
Daily
Condo
2,077
1,160,339
50
Female
739
Divorced
1
Bachelor's
Employed
21.83916
Rural
Comprehensive
null
11
652
2
2024-03-03 15:21:39.087123
Poor
No
Monthly
Condo
22
1,160,340
32
Male
14,767
Married
4
PhD
null
18.760913
Urban
Premium
1
1
813
3
2024-06-27 15:21:39.104139
Average
Yes
Monthly
Apartment
1,029
1,160,341
18
Male
11,928
Divorced
2
High School
Unemployed
41.830988
Rural
Premium
2
10
373
9
2020-06-03 15:21:39.089116
Average
Yes
Daily
Apartment
474
1,160,342
57
Female
30,472
Single
4
PhD
null
32.83586
Suburban
Basic
0
15
432
7
2023-12-13 15:21:39.134960
Poor
Yes
Monthly
House
1,001
1,160,343
49
Female
34,651
Married
0
Master's
null
7.414855
Suburban
Comprehensive
0
6
690
5
2020-01-05 15:21:39.152732
Average
Yes
Rarely
Condo
2,473
1,160,344
36
Female
66,583
Single
2
High School
Employed
38.77375
Suburban
Basic
null
0
476
7
2023-05-20 15:21:39.154008
Poor
No
Daily
House
2,389
1,160,345
53
Male
4,771
Married
0
Bachelor's
Self-Employed
25.014495
Urban
Basic
null
11
772
3
2021-03-27 15:21:39.196387
Good
Yes
Monthly
Condo
205
1,160,346
36
Female
34,369
Single
3
Master's
Employed
10.869377
Rural
Comprehensive
null
0
null
7
2020-09-27 15:21:39.279729
Good
Yes
Monthly
Apartment
2,349
1,160,347
40
Female
18,143
Divorced
0
Master's
Self-Employed
26.847953
Urban
Premium
0
9
785
5
2022-12-23 15:21:39.287115
Average
Yes
Weekly
House
1,883
1,160,348
39
Female
10,381
Married
3
PhD
null
12.813784
Rural
Premium
1
12
457
1
2020-04-14 15:21:39.226954
Good
Yes
Weekly
House
932
1,160,349
36
Female
8,098
Married
0
PhD
Unemployed
34.814589
Urban
Comprehensive
2
9
655
8
2022-06-06 15:21:39.155231
Poor
No
Rarely
Condo
25
1,160,350
57
Male
29,377
Married
3
High School
Self-Employed
12.273065
Urban
Premium
null
9
833
2
2023-01-26 15:21:39.225916
Poor
No
Monthly
House
748
1,160,351
51
Female
17,119
Divorced
null
PhD
Employed
34.715545
Urban
Comprehensive
0
14
null
2
2023-05-22 15:21:39.155231
Poor
No
Rarely
House
1,269
1,160,352
30
Male
27,318
Married
4
High School
Employed
50.393785
Suburban
Comprehensive
1
6
468
6
2020-01-06 15:21:39.082499
Average
No
Monthly
House
25
1,160,353
53
Female
58,222
Married
0
PhD
Employed
24.796916
Rural
Basic
1
10
null
5
2020-12-28 15:21:39.198406
Poor
No
Daily
House
3,767
1,160,354
41
Female
5,818
Divorced
null
PhD
null
null
Rural
Premium
3
16
591
1
2020-03-17 15:21:39.122134
Good
No
Rarely
Condo
542
1,160,355
61
Male
9,331
Divorced
1
Bachelor's
Employed
4.09791
Urban
Comprehensive
null
7
767
7
2023-11-21 15:21:39.278402
Average
No
Daily
House
279
1,160,356
20
Female
30
Single
0
PhD
Unemployed
22.348511
Suburban
Comprehensive
1
1
319
1
2023-08-11 15:21:39.194829
Average
No
Weekly
Apartment
1,277
1,160,357
31
Male
24,986
Divorced
0
PhD
null
36.818855
Rural
Comprehensive
3
4
659
7
2022-03-03 15:21:39.143708
Good
Yes
Weekly
Apartment
1,330
1,160,358
35
Female
105,838
Married
4
Bachelor's
Unemployed
35.182405
Rural
Premium
2
2
434
3
2020-07-27 15:21:39.237118
Poor
Yes
Rarely
Apartment
2,864
1,160,359
60
Female
71,437
Divorced
4
PhD
Employed
40.633184
Urban
Premium
2
19
838
8
2021-07-24 15:21:39.230483
Average
No
Rarely
Condo
29
1,160,360
49
Female
62,407
Single
0
PhD
Employed
25.165639
Urban
Comprehensive
0
11
null
2
2019-08-19 15:21:39.237118
Poor
No
Weekly
Condo
1,917
1,160,361
24
Male
48,741
Single
null
Bachelor's
Unemployed
14.469034
Rural
Premium
3
14
829
6
2022-08-14 15:21:39.099739
Poor
Yes
Monthly
House
129
1,160,362
42
Male
null
Divorced
2
Bachelor's
Employed
33.006004
Suburban
Comprehensive
null
4
390
6
2024-05-14 15:21:39.289099
Average
Yes
Daily
Condo
187
1,160,363
39
Male
143,124
Single
1
Bachelor's
Self-Employed
45.240788
Suburban
Premium
1
14
409
6
2023-05-25 15:21:39.176717
Average
Yes
Daily
House
1,131
1,160,364
54
Female
23,227
Divorced
null
High School
Unemployed
6.773241
Rural
Comprehensive
null
10
837
2
2021-04-03 15:21:39.134960
Average
No
Monthly
Apartment
1,003
1,160,365
55
Female
82,690
Divorced
4
PhD
Self-Employed
null
Suburban
Comprehensive
2
19
474
3
2020-10-12 15:21:39.250151
Good
Yes
Weekly
House
1,166
1,160,366
32
Male
140,160
Divorced
1
Master's
Self-Employed
5.07795
Suburban
Premium
2
17
788
1
2020-11-28 15:21:39.285112
Poor
No
Weekly
Condo
345
1,160,367
39
Female
50,087
Divorced
3
PhD
Unemployed
33.895089
Rural
Basic
1
5
381
7
2022-04-14 15:21:39.237118
Good
No
Weekly
Condo
1,206
1,160,368
45
Male
132,648
Divorced
null
High School
null
51.955992
Urban
Comprehensive
2
12
757
4
2023-02-27 15:21:39.202448
Poor
Yes
Daily
Condo
1,036
1,160,369
24
Male
2,379
Single
3
Master's
null
19.83465
Suburban
Basic
1
17
642
9
2022-10-16 15:21:39.193945
Average
Yes
Rarely
Apartment
36
1,160,370
47
Female
27,253
Married
0
High School
Unemployed
35.389562
Suburban
Comprehensive
0
3
null
3
2021-09-07 15:21:39.273973
Poor
Yes
Weekly
Condo
3,075
1,160,371
57
Male
125,616
Single
4
Master's
Self-Employed
36.823765
Urban
Comprehensive
3
0
315
1
2022-04-20 15:21:39.081504
Good
No
Rarely
Condo
652
1,160,372
20
Male
45,642
Single
0
High School
Employed
16.332635
Suburban
Basic
2
6
661
8
2021-10-02 15:21:39.223901
Poor
No
Monthly
Condo
46
1,160,373
24
Female
44,915
Single
1
High School
Unemployed
8.004029
Urban
Basic
null
18
727
3
2023-01-03 15:21:39.155231
Good
Yes
Monthly
Apartment
1,187
1,160,374
41
Male
39,240
Divorced
null
Master's
null
20.847119
Rural
Comprehensive
null
12
684
1
2024-05-12 15:21:39.155231
Average
Yes
Monthly
Apartment
763
1,160,375
35
Male
43,798
Single
2
Master's
Self-Employed
38.845316
Urban
Comprehensive
1
15
575
7
2019-12-03 15:21:39.134960
Poor
Yes
Daily
Apartment
779
1,160,376
44
Male
29,593
Single
null
High School
Employed
20.541129
Rural
Basic
null
15
566
5
2022-08-11 15:21:39.155231
Poor
No
Weekly
Apartment
1,181
1,160,377
28
Male
13,063
Divorced
2
Bachelor's
null
22.097991
Urban
Basic
1
16
589
1
2021-07-24 15:21:39.244069
Average
Yes
Rarely
Apartment
1,761
1,160,378
20
Female
37,313
Divorced
4
Master's
Employed
33.724376
Urban
Premium
null
10
625
2
2023-06-20 15:21:39.092127
Average
Yes
Daily
Apartment
564
1,160,379
20
Female
3,240
Divorced
3
PhD
Unemployed
26.6384
Urban
Premium
2
4
727
9
2023-03-05 15:21:39.274993
Average
Yes
Weekly
Apartment
1,908
1,160,380
57
Female
44,673
Single
3
PhD
Employed
16.069647
Suburban
Premium
1
7
342
9
2021-12-10 15:21:39.184157
Poor
No
Monthly
House
1,383
1,160,381
21
Female
57,726
Divorced
4
PhD
Self-Employed
19.038199
Urban
Comprehensive
null
4
699
1
2022-11-28 15:21:39.210805
Average
Yes
Weekly
House
238
1,160,382
21
Female
142,493
Divorced
null
Master's
Self-Employed
37.43532
Rural
Premium
0
19
467
4
2022-07-11 15:21:39.222387
Good
No
Monthly
Apartment
36
1,160,383
62
Male
14,069
Married
4
Master's
Unemployed
35.277536
Rural
Comprehensive
2
0
821
2
2022-06-01 15:21:39.149731
Poor
Yes
Rarely
House
2,023
1,160,384
25
Female
6,988
Single
3
High School
null
14.611159
Urban
Comprehensive
0
1
718
3
2020-09-23 15:21:39.093681
Average
Yes
Rarely
Apartment
925
1,160,385
51
Female
7,890
Married
3
Master's
Employed
3.082303
Rural
Premium
0
4
null
4
2021-05-14 15:21:39.087123
Good
No
Rarely
Apartment
804
1,160,386
37
Female
26,163
Divorced
0
Bachelor's
Unemployed
14.625521
Suburban
Basic
1
14
352
2
2022-04-27 15:21:39.276901
Good
Yes
Daily
Condo
31
1,160,387
61
Male
26,180
Divorced
0
Master's
Self-Employed
28.769654
Rural
Comprehensive
0
2
658
7
2023-06-07 15:21:39.226954
Average
Yes
Rarely
House
2,161
1,160,388
32
Male
26,395
Married
2
Bachelor's
Employed
49.739794
Urban
Basic
3
15
445
7
2023-10-21 15:21:39.134960
Average
Yes
Monthly
Condo
1,431
1,160,389
23
Male
1,340
Divorced
3
Bachelor's
null
30.935791
Suburban
Basic
null
11
null
6
2020-06-07 15:21:39.134960
Poor
No
Monthly
Apartment
2,271
1,160,390
48
Female
71,617
null
2
High School
Self-Employed
3.346361
Suburban
Basic
3
1
null
3
2021-05-29 15:21:39.155231
Poor
Yes
Weekly
Condo
1,799
1,160,391
64
Female
4,522
Divorced
4
PhD
Employed
14.556601
Urban
Basic
2
8
319
5
2020-04-18 15:21:39.244069
Average
Yes
Weekly
Condo
1,593
1,160,392
52
Male
40,585
Divorced
3
PhD
Self-Employed
31.99282
Urban
Premium
0
9
577
2
2020-07-19 15:21:39.155231
Poor
Yes
Weekly
House
497
1,160,393
32
Female
17,604
Single
null
High School
Unemployed
11.814901
Rural
Premium
0
0
349
3
2023-07-03 15:21:39.089116
Poor
Yes
Weekly
House
1,737
1,160,394
41
Male
44,943
Single
3
High School
null
41.912593
Rural
Comprehensive
2
3
null
2
2021-06-23 15:21:39.222387
Average
Yes
Daily
Condo
1,059
1,160,395
49
Male
83,685
Married
3
PhD
Employed
15.444344
Suburban
Basic
null
15
585
3
2022-04-09 15:21:39.168099
Poor
No
Monthly
Condo
53
1,160,396
45
Male
2,748
Single
3
High School
null
29.087921
Rural
Comprehensive
1
13
null
8
2022-12-23 15:21:39.194829
Average
No
Daily
House
3,363
1,160,397
19
Male
null
Married
4
PhD
Employed
19.939278
Rural
Premium
2
19
658
2
2021-05-24 15:21:39.134960
Poor
Yes
Weekly
House
358
1,160,398
28
Female
153
Married
1
High School
Employed
22.592782
Suburban
Comprehensive
0
11
398
2
2020-04-19 15:21:39.192212
Average
No
Monthly
House
835
1,160,399
33
Male
51,188
Married
1
Master's
Employed
7.802622
Suburban
Basic
1
13
349
1
2022-11-03 15:21:39.236064
null
Yes
Monthly
Apartment
662