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
1,186,300
60
Male
92,543
Divorced
3
High School
Unemployed
21.276989
Suburban
Basic
null
0
439
7
2020-06-28 15:21:39.288099
Poor
Yes
Monthly
Apartment
793
1,186,301
25
Male
26,327
Single
null
Master's
Unemployed
36.26479
Suburban
Premium
2
10
null
5
2023-05-14 15:21:39.155231
Average
No
Weekly
Apartment
1,157
1,186,302
37
Male
39,744
Single
4
Master's
Unemployed
19.058993
Rural
Premium
null
13
531
9
2021-01-21 15:21:39.260856
Poor
Yes
Weekly
House
742
1,186,303
27
Female
43,920
Married
2
Bachelor's
null
16.691109
Rural
Premium
2
16
null
7
2021-02-07 15:21:39.155231
null
Yes
Rarely
Condo
839
1,186,304
49
Male
3,065
Married
1
PhD
Self-Employed
49.014619
Suburban
Premium
0
7
838
3
2021-09-02 15:21:39.221386
Good
No
Daily
Condo
2,691
1,186,305
21
Female
7,473
Divorced
null
High School
Self-Employed
42.649994
Suburban
Premium
null
12
null
8
2023-08-14 15:21:39.117183
Average
Yes
Rarely
House
277
1,186,306
40
Male
17,962
Single
2
High School
null
22.141725
Urban
Basic
null
7
678
9
2020-06-16 15:21:39.271453
Good
Yes
Daily
Condo
799
1,186,307
31
Male
108,801
Married
4
PhD
Employed
8.011351
Suburban
Comprehensive
1
0
398
6
2021-01-26 15:21:39.237118
Average
Yes
Weekly
Condo
703
1,186,308
32
Female
100,742
Single
1
Master's
null
10.221206
Urban
Comprehensive
2
18
757
5
2023-02-13 15:21:39.190215
null
No
Weekly
Condo
813
1,186,309
44
Female
28,039
Divorced
null
Bachelor's
null
10.094653
Suburban
Premium
0
12
719
2
2024-02-23 15:21:39.208842
Average
No
Daily
Condo
262
1,186,310
22
Female
5,094
Single
2
PhD
Employed
21.955554
Urban
Comprehensive
2
13
null
8
2024-04-18 15:21:39.123711
Poor
Yes
Weekly
House
2,058
1,186,311
40
Male
10,173
Married
1
Master's
Self-Employed
8.946118
Urban
Basic
1
14
685
8
2022-07-28 15:21:39.155231
Poor
Yes
Daily
House
1,403
1,186,312
26
Female
29,199
Divorced
0
High School
Employed
31.633541
Rural
Basic
0
15
null
6
2021-12-27 15:21:39.134960
Good
Yes
Rarely
Condo
961
1,186,313
52
Male
40,733
Divorced
0
High School
Self-Employed
19.929088
Rural
Basic
0
2
778
4
2021-08-18 15:21:39.155231
Poor
No
Daily
Apartment
1,657
1,186,314
22
Female
92,914
Married
4
Bachelor's
Employed
6.634191
Rural
Comprehensive
2
9
604
6
2022-04-21 15:21:39.134960
null
No
Rarely
House
1,341
1,186,315
58
Male
92,497
Married
null
Master's
null
16.967789
Suburban
Basic
2
11
492
3
2024-06-08 15:21:39.237118
Poor
No
Daily
Apartment
3,904
1,186,316
26
Female
21,513
Married
4
Bachelor's
null
42.456713
Suburban
Basic
0
6
654
1
2022-12-25 15:21:39.154008
Poor
Yes
Weekly
Apartment
2,158
1,186,317
27
Female
3,739
Married
null
High School
Unemployed
30.365936
Rural
Basic
3
11
null
4
2022-03-07 15:21:39.092127
Average
Yes
Daily
Apartment
647
1,186,318
57
Female
143,860
Single
1
Bachelor's
Self-Employed
31.564387
Urban
Premium
3
0
710
6
2019-11-29 15:21:39.281787
Average
No
Monthly
Apartment
283
1,186,319
61
Female
132,295
Single
1
PhD
Unemployed
17.93813
Suburban
Basic
null
16
394
7
2021-09-02 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,324
1,186,320
55
Male
71,474
Married
2
Master's
Employed
16.058023
Urban
Premium
null
0
351
3
2019-09-30 15:21:39.155231
Good
Yes
Monthly
House
524
1,186,321
44
Female
2,970
Divorced
4
High School
Self-Employed
26.797424
Rural
Basic
1
11
738
3
2020-02-01 15:21:39.092127
Good
No
Monthly
House
2,731
1,186,322
49
Male
50,497
Divorced
4
PhD
Unemployed
24.766697
Rural
Comprehensive
0
7
482
5
2023-12-29 15:21:39.155231
Poor
No
Monthly
House
262
1,186,323
57
Male
null
Single
2
PhD
Self-Employed
null
Rural
Basic
null
5
492
1
2021-11-23 15:21:39.287115
null
Yes
Rarely
Condo
485
1,186,324
64
Female
7,073
Divorced
3
Bachelor's
Unemployed
24.384916
Suburban
Basic
1
5
636
6
2020-04-21 15:21:39.155231
Good
Yes
Weekly
Apartment
1,167
1,186,325
26
Male
2,890
Married
2
Master's
Self-Employed
50.427033
Urban
Basic
null
14
607
4
2024-06-10 15:21:39.186212
null
Yes
Daily
Condo
1,089
1,186,326
28
Female
1,405
Married
1
PhD
Unemployed
31.818322
Suburban
Comprehensive
3
3
832
9
2020-04-06 15:21:39.172097
Good
No
Weekly
House
1,668
1,186,327
62
Female
20,996
Single
2
High School
null
7.233426
Rural
Comprehensive
null
9
685
7
2023-04-22 15:21:39.152732
Good
Yes
Daily
House
1,264
1,186,328
25
Male
29,508
Single
3
Bachelor's
Self-Employed
20.817593
Urban
Comprehensive
2
9
626
8
2021-10-02 15:21:39.092127
Average
Yes
Monthly
Condo
615
1,186,329
22
Female
16,619
Married
0
High School
Self-Employed
27.812346
Rural
Basic
null
5
699
8
2020-07-22 15:21:39.182597
Average
Yes
Rarely
House
730
1,186,330
44
Male
25,135
Divorced
0
PhD
Employed
12.984633
Suburban
Comprehensive
0
0
495
2
2024-07-14 15:21:39.148733
Poor
No
Monthly
House
683
1,186,331
61
Female
38,173
Single
1
Bachelor's
Employed
31.884939
Urban
Comprehensive
1
16
null
6
2021-12-08 15:21:39.134960
Average
No
Monthly
House
1,198
1,186,332
56
Male
60,761
Divorced
2
High School
Employed
50.595301
Rural
Basic
null
2
632
9
2022-01-04 15:21:39.155231
Good
No
Weekly
Condo
25
1,186,333
35
Male
35,419
Divorced
1
High School
null
29.981689
Urban
Premium
0
19
706
5
2024-01-19 15:21:39.222387
Good
No
Weekly
Condo
379
1,186,334
42
Male
9,051
Single
0
PhD
Employed
23.824175
Suburban
Premium
2
1
null
5
2021-12-17 15:21:39.211806
Poor
No
Daily
House
694
1,186,335
52
Male
16,983
Divorced
4
Master's
Self-Employed
25.365078
Urban
Basic
2
5
null
9
2023-11-10 15:21:39.201446
Poor
No
Monthly
Condo
449
1,186,336
43
Female
74,468
Single
null
PhD
Self-Employed
29.8678
Suburban
Comprehensive
2
12
744
4
2022-08-05 15:21:39.118178
Average
No
Weekly
Apartment
2,490
1,186,337
56
Female
16,245
Single
2
PhD
Employed
33.583573
Rural
Comprehensive
0
7
759
5
2021-05-30 15:21:39.134960
Average
No
Rarely
Condo
1,819
1,186,338
19
Male
25,884
Divorced
null
Bachelor's
null
16.81208
Suburban
Basic
0
18
null
7
2020-09-27 15:21:39.154008
null
No
Rarely
House
1,931
1,186,339
null
Female
11,232
Married
3
High School
Self-Employed
18.954976
Rural
Premium
0
18
491
2
2023-09-03 15:21:39.174719
Average
Yes
Weekly
Apartment
35
1,186,340
18
Male
20,962
Single
0
Bachelor's
Self-Employed
15.099571
Urban
Premium
0
6
830
7
2022-11-10 15:21:39.168099
Average
Yes
Daily
Apartment
872
1,186,341
39
Male
2,832
Divorced
1
High School
Unemployed
15.686876
Rural
Premium
1
12
null
5
2021-04-08 15:21:39.155231
null
No
Daily
Apartment
3,068
1,186,342
25
Male
1,448
Married
0
Master's
Employed
8.124575
Urban
Premium
1
4
748
2
2024-07-07 15:21:39.134960
Good
Yes
Monthly
Apartment
2,027
1,186,343
28
Male
34,181
Married
null
Bachelor's
Unemployed
30.688978
Rural
Basic
3
16
null
8
2022-05-14 15:21:39.113566
Poor
No
Rarely
Condo
1,091
1,186,344
29
Female
4,970
Divorced
1
PhD
Employed
33.076628
Suburban
Comprehensive
0
1
745
1
2022-01-03 15:21:39.155231
Average
No
Rarely
Condo
3,138
1,186,345
33
Male
5,463
Divorced
4
High School
Self-Employed
12.516701
Urban
Comprehensive
0
2
693
1
2020-09-21 15:21:39.194829
Average
Yes
Daily
Apartment
636
1,186,346
39
Male
44,369
Divorced
null
PhD
null
25.151036
Rural
Basic
1
9
573
5
2023-10-19 15:21:39.209847
Good
No
Rarely
House
2,426
1,186,347
52
Male
2,310
Single
1
PhD
null
11.207944
Suburban
Basic
2
0
396
6
2021-05-13 15:21:39.252145
Good
No
Daily
House
3,547
1,186,348
61
Male
1,085
Single
4
PhD
Unemployed
21.052181
Suburban
Premium
0
7
658
2
2022-12-14 15:21:39.134960
Poor
Yes
Weekly
House
90
1,186,349
47
Male
5,530
Married
null
Master's
null
48.077934
Urban
Premium
0
8
515
3
2021-09-02 15:21:39.134960
Average
Yes
Monthly
House
515
1,186,350
60
Female
382
Divorced
3
Bachelor's
Self-Employed
24.267929
Urban
Premium
1
6
628
6
2021-06-03 15:21:39.092127
Average
No
Monthly
Apartment
1,583
1,186,351
24
Male
1,488
Single
1
Master's
null
16.173702
Rural
Comprehensive
1
8
766
1
2021-08-23 15:21:39.168099
null
No
Daily
Apartment
1,226
1,186,352
56
Male
17,579
Married
null
High School
null
36.26479
Suburban
Premium
null
4
null
4
2023-11-26 15:21:39.155231
Average
Yes
Rarely
Condo
3,843
1,186,353
30
Male
9,405
Single
null
Bachelor's
Unemployed
48.648432
Suburban
Basic
null
17
829
1
2021-08-24 15:21:39.271453
Average
Yes
Rarely
Condo
1,184
1,186,354
36
Female
5,991
Married
2
High School
Employed
13.291279
Suburban
Premium
0
3
586
2
2021-06-21 15:21:39.134960
Average
No
Weekly
Apartment
705
1,186,355
56
Female
6,849
Single
null
Master's
Self-Employed
12.242043
Urban
Comprehensive
0
9
null
7
2023-03-18 15:21:39.155231
Good
No
Daily
House
513
1,186,356
60
Male
6,822
Single
4
Master's
Self-Employed
21.013755
Rural
Premium
0
7
443
2
2020-09-29 15:21:39.273973
Average
No
Rarely
Apartment
2,443
1,186,357
26
Female
null
Married
4
Master's
Self-Employed
47.234949
Suburban
Comprehensive
2
7
771
6
2020-08-23 15:21:39.237118
Average
No
Weekly
House
365
1,186,358
53
Male
43,884
Married
3
Master's
null
8.843273
Suburban
Comprehensive
null
17
811
6
2024-05-24 15:21:39.176717
Average
No
Rarely
House
581
1,186,359
27
Male
10,125
Single
4
High School
Self-Employed
47.824112
Rural
Basic
3
17
452
9
2021-02-09 15:21:39.253660
Good
No
Monthly
Apartment
487
1,186,360
59
Female
33,408
Single
null
Master's
Unemployed
7.427211
Suburban
Comprehensive
1
5
583
9
2022-09-05 15:21:39.086123
Average
No
Rarely
Apartment
661
1,186,361
40
Female
17,109
Divorced
3
PhD
null
22.633133
Suburban
Comprehensive
0
12
481
7
2023-06-09 15:21:39.237118
Poor
No
Weekly
Apartment
2,035
1,186,362
36
Male
null
Married
3
PhD
Employed
33.534912
Rural
Comprehensive
null
14
639
9
2024-03-30 15:21:39.279729
Good
No
Weekly
Apartment
82
1,186,363
61
Male
61,672
Single
1
PhD
null
13.527328
Suburban
Premium
1
19
642
3
2019-10-29 15:21:39.237118
Poor
No
Daily
Apartment
2,816
1,186,364
53
Male
11,242
Married
3
Master's
Employed
20.917581
Urban
Premium
4
14
372
7
2020-07-12 15:21:39.247098
Average
Yes
Weekly
Condo
874
1,186,365
30
Female
11,457
Divorced
2
PhD
Employed
38.744139
Suburban
Premium
null
1
429
3
2024-07-12 15:21:39.172097
Good
Yes
Rarely
Apartment
1,568
1,186,366
44
Female
2,714
Divorced
0
High School
null
26.868698
Suburban
Comprehensive
1
19
805
1
2023-03-27 15:21:39.268507
Poor
No
Weekly
Apartment
2,385
1,186,367
36
Male
16,339
Divorced
3
Master's
Employed
17.057619
Rural
Premium
null
1
null
2
2020-02-14 15:21:39.134960
Poor
No
Rarely
House
3,861
1,186,368
20
Female
13,740
Married
2
PhD
null
31.897836
Rural
Basic
null
9
593
3
2021-10-11 15:21:39.091080
Average
No
Rarely
Apartment
660
1,186,369
29
Male
82,338
Divorced
1
Bachelor's
null
24.82408
Suburban
Basic
null
5
315
6
2021-04-06 15:21:39.105504
Average
No
Rarely
House
612
1,186,370
22
Male
26,881
Single
2
Bachelor's
null
26.9882
Rural
Comprehensive
1
4
574
2
2023-09-23 15:21:39.187211
Good
No
Weekly
House
818
1,186,371
25
Female
23,453
Married
null
Bachelor's
Self-Employed
37.719473
Urban
Premium
2
12
672
9
2019-08-25 15:21:39.172097
Good
Yes
Weekly
Condo
2,886
1,186,372
40
Male
44,177
Married
2
Master's
Self-Employed
7.192707
Rural
Comprehensive
2
15
595
1
2024-05-13 15:21:39.155231
Good
Yes
Daily
Apartment
975
1,186,373
47
Male
4,533
Married
3
High School
Self-Employed
21.945564
Urban
Comprehensive
null
12
403
7
2020-02-24 15:21:39.237118
Poor
Yes
Rarely
Apartment
964
1,186,374
46
Female
30,984
Married
3
Master's
Unemployed
10.965919
Suburban
Comprehensive
1
0
574
6
2020-12-22 15:21:39.199447
Poor
Yes
Weekly
House
890
1,186,375
49
Male
7,086
Divorced
0
Master's
Employed
null
Urban
Premium
2
0
602
3
2020-09-25 15:21:39.188220
Good
No
Rarely
Condo
882
1,186,376
51
Male
738
Divorced
2
Bachelor's
Unemployed
33.82735
Urban
Premium
1
16
667
3
2021-09-30 15:21:39.134960
Average
Yes
Monthly
House
2,238
1,186,377
19
Female
44,765
Single
2
Master's
null
21.849245
Rural
Comprehensive
null
1
567
5
2021-11-28 15:21:39.281787
Poor
Yes
Rarely
Apartment
2,554
1,186,378
42
Female
25,170
Single
3
Bachelor's
Self-Employed
36.027569
Rural
Premium
1
4
833
6
2024-01-05 15:21:39.164044
Poor
Yes
Rarely
Condo
3,045
1,186,379
43
Male
36,390
Single
3
Bachelor's
null
24.776504
Rural
Basic
1
10
738
4
2020-05-21 15:21:39.192212
Poor
No
Daily
House
1,816
1,186,380
29
Female
1,026
Single
4
PhD
Employed
24.967245
Urban
Basic
1
14
646
1
2022-02-13 15:21:39.134960
Poor
Yes
Monthly
Condo
352
1,186,381
63
Male
938
Divorced
0
Master's
Employed
11.993499
Rural
Premium
0
7
435
3
2020-08-22 15:21:39.172097
Poor
No
Daily
Condo
2,934
1,186,382
55
Female
724
Divorced
2
Bachelor's
Employed
null
Rural
Comprehensive
null
12
572
5
2021-03-23 15:21:39.166062
Average
Yes
Rarely
Apartment
611
1,186,383
43
Male
14,768
Single
3
PhD
Self-Employed
14.564411
Urban
Premium
0
19
609
8
2023-03-03 15:21:39.226954
Average
No
Daily
House
76
1,186,384
63
Male
32,851
Married
2
Bachelor's
null
20.287948
Rural
Comprehensive
2
14
474
8
2023-11-22 15:21:39.289099
Average
Yes
Monthly
Apartment
216
1,186,385
34
Female
1,455
Divorced
4
High School
Employed
14.270193
Suburban
Premium
2
17
null
6
2022-09-07 15:21:39.134960
null
Yes
Weekly
Apartment
28
1,186,386
52
Female
1,285
Married
1
High School
Unemployed
27.522826
Rural
Premium
0
16
null
1
2021-10-13 15:21:39.155231
null
No
Rarely
Condo
705
1,186,387
60
Male
2,779
Divorced
0
Master's
Unemployed
25.992896
Suburban
Basic
0
1
438
4
2021-11-24 15:21:39.198406
Good
No
Rarely
House
803
1,186,388
58
Female
5,950
Divorced
3
PhD
Employed
32.839352
Rural
Premium
2
1
731
1
2024-06-23 15:21:39.283783
Good
No
Daily
Condo
565
1,186,389
58
Female
2,494
Single
2
PhD
null
36.966703
Urban
Premium
null
13
578
3
2021-09-02 15:21:39.186212
null
Yes
Weekly
Condo
597
1,186,390
40
Male
63,681
Divorced
4
Master's
null
27.356007
Urban
Premium
1
13
441
3
2021-01-24 15:21:39.132191
Average
Yes
Rarely
Apartment
767
1,186,391
24
Male
89,461
Single
null
Master's
Unemployed
7.9062
Urban
Basic
1
18
384
8
2019-10-10 15:21:39.094752
Good
Yes
Daily
House
630
1,186,392
45
Male
89,920
Divorced
4
High School
Self-Employed
3.593938
Urban
Basic
3
11
382
2
2021-04-17 15:21:39.147735
Good
Yes
Weekly
House
2,169
1,186,393
40
Male
5,839
Single
0
Bachelor's
Unemployed
41.49022
Suburban
Basic
1
19
586
5
2019-11-10 15:21:39.134960
null
Yes
Weekly
Apartment
39
1,186,394
18
Female
13,963
Divorced
4
High School
Employed
24.771748
Rural
Comprehensive
null
11
690
7
2023-12-08 15:21:39.214388
Poor
Yes
Rarely
Condo
2,063
1,186,395
34
Female
45,650
Married
null
Master's
null
41.443659
Rural
Premium
null
7
null
1
2023-10-05 15:21:39.095696
null
Yes
Daily
House
996
1,186,396
46
Female
29,037
Married
1
Bachelor's
Self-Employed
17.397919
Rural
Basic
null
11
555
4
2021-06-26 15:21:39.226954
Good
Yes
Daily
House
636
1,186,397
22
Female
3,751
Married
1
Bachelor's
Self-Employed
26.451244
Rural
Premium
1
8
639
8
2020-08-15 15:21:39.188220
null
No
Rarely
Apartment
2,144
1,186,398
35
Male
3,967
Married
2
Bachelor's
null
13.979751
Suburban
Premium
0
16
370
9
2020-09-22 15:21:39.155231
Good
No
Rarely
House
748
1,186,399
42
Male
45,348
Single
1
High School
Unemployed
17.896961
Rural
Comprehensive
null
18
729
7
2020-10-28 15:21:39.255696
Average
No
Monthly
Condo
1,022