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
1,199,400
51
Male
13,102
Married
3
Bachelor's
Self-Employed
31.243391
Urban
Comprehensive
1
2
433
6
2023-10-21 15:21:39.237118
Poor
No
Rarely
House
1,342
1,199,401
51
Male
7,809
Married
3
High School
null
48.073502
Rural
Basic
1
6
449
4
2022-09-28 15:21:39.134960
Poor
Yes
Daily
Apartment
988
1,199,402
45
Female
43,433
Single
4
Bachelor's
null
20.353636
Suburban
Basic
1
8
656
3
2023-04-27 15:21:39.123711
Good
No
Weekly
Apartment
757
1,199,403
55
Female
null
Divorced
3
High School
Self-Employed
14.959381
Urban
Basic
2
3
335
6
2024-04-11 15:21:39.134960
Poor
No
Daily
Apartment
84
1,199,404
22
Male
13,900
Single
3
Bachelor's
Self-Employed
4.784844
Suburban
Basic
0
16
576
2
2019-12-16 15:21:39.291118
Poor
No
Rarely
Condo
1,059
1,199,405
59
Female
6,051
Divorced
3
High School
Employed
12.858011
Rural
Basic
null
14
552
6
2021-09-30 15:21:39.172097
Average
No
Weekly
Apartment
979
1,199,406
62
Male
20,593
Married
1
Bachelor's
Unemployed
5.66175
Urban
Premium
null
2
500
1
2021-10-24 15:21:39.259788
Poor
Yes
Rarely
House
1,623
1,199,407
43
Female
501
Divorced
0
High School
Employed
19.926831
Suburban
Premium
2
8
null
4
2023-07-03 15:21:39.237118
Good
Yes
Monthly
Apartment
82
1,199,408
64
Female
28,454
Single
3
PhD
Unemployed
22.82753
Rural
Basic
0
7
311
2
2023-12-19 15:21:39.268507
Poor
No
Weekly
Condo
923
1,199,409
47
Female
62,902
Single
1
Bachelor's
Unemployed
14.928201
Suburban
Premium
null
6
456
4
2021-05-17 15:21:39.081504
Poor
No
Weekly
Condo
919
1,199,410
48
Male
101,067
Single
1
PhD
Self-Employed
43.847463
Rural
Basic
2
5
566
1
2020-04-28 15:21:39.100695
Average
No
Weekly
Condo
23
1,199,411
53
Male
41,361
Married
1
PhD
null
28.880917
Urban
Basic
0
18
595
3
2022-08-06 15:21:39.274993
Average
No
Monthly
Condo
913
1,199,412
57
Male
74,955
Married
3
Master's
Employed
19.478618
Urban
Comprehensive
3
8
373
8
2023-02-02 15:21:39.231531
Average
No
Rarely
Condo
1,421
1,199,413
64
Male
39,352
Divorced
3
High School
Self-Employed
16.32047
Rural
Basic
1
4
772
7
2021-10-04 15:21:39.231531
Good
No
Monthly
House
101
1,199,414
57
Male
24,497
Married
4
Master's
Unemployed
23.263539
Urban
Premium
2
1
573
6
2021-07-08 15:21:39.204201
Good
Yes
Rarely
Condo
1,138
1,199,415
64
Female
8,925
Divorced
0
PhD
null
35.441625
Rural
Premium
null
8
403
5
2021-08-20 15:21:39.155231
Average
Yes
Weekly
Apartment
884
1,199,416
45
Female
38,238
Married
4
Master's
null
13.710096
Urban
Premium
1
2
819
3
2023-06-20 15:21:39.190215
Poor
Yes
Daily
Apartment
1,542
1,199,417
45
Female
54,224
Single
3
Master's
Self-Employed
27.927597
Urban
Basic
null
13
375
2
2021-08-28 15:21:39.208842
Average
No
Daily
House
710
1,199,418
51
Female
16,285
Divorced
3
High School
null
47.948204
Rural
Comprehensive
0
3
463
8
2022-09-04 15:21:39.120168
Good
No
Weekly
Apartment
565
1,199,419
25
Male
15,485
Married
3
Master's
Self-Employed
11.413423
Urban
Comprehensive
3
18
511
1
2024-02-19 15:21:39.175719
Poor
Yes
Daily
Apartment
2,141
1,199,420
56
Female
49,789
Single
null
High School
Self-Employed
19.427901
Rural
Premium
1
7
727
5
2021-12-27 15:21:39.210805
Poor
Yes
Monthly
Condo
74
1,199,421
58
Female
18,671
Divorced
null
PhD
Employed
14.907185
Urban
Comprehensive
1
7
567
8
2021-07-25 15:21:39.131192
Good
Yes
Rarely
Apartment
494
1,199,422
34
Male
18,307
Divorced
1
PhD
Self-Employed
30.164966
Suburban
Premium
null
3
806
8
2024-02-24 15:21:39.236064
Average
No
Monthly
Apartment
1,281
1,199,423
null
Female
107,521
Single
0
Bachelor's
null
17.959429
Suburban
Premium
2
3
771
5
2023-04-25 15:21:39.257696
Good
No
Weekly
Condo
3,120
1,199,424
56
Male
15,286
Married
0
Bachelor's
Self-Employed
31.248958
Urban
Basic
3
3
null
5
2021-02-22 15:21:39.126661
Poor
Yes
Weekly
Apartment
799
1,199,425
62
Male
133,730
Divorced
null
Bachelor's
Self-Employed
13.838667
Urban
Comprehensive
1
8
328
5
2020-09-18 15:21:39.091080
Poor
No
Daily
House
2,141
1,199,426
34
Female
39,096
Married
3
Master's
null
30.657569
Urban
Comprehensive
2
6
null
9
2020-09-15 15:21:39.180553
Good
Yes
Weekly
Condo
446
1,199,427
55
Female
23,989
Single
1
Master's
Self-Employed
31.074551
Rural
Comprehensive
1
0
481
8
2022-05-02 15:21:39.259788
Poor
Yes
Rarely
House
461
1,199,428
42
Male
47,155
Married
2
High School
Employed
8.858973
Urban
Premium
2
3
454
1
2023-02-19 15:21:39.243823
Good
No
Daily
Apartment
1,115
1,199,429
null
Male
21,824
Divorced
2
PhD
null
24.242772
Urban
Premium
1
19
549
1
2022-09-26 15:21:39.286113
Good
No
Daily
Apartment
807
1,199,430
21
Female
46,344
Married
2
Master's
null
19.938672
Urban
Comprehensive
1
3
638
9
2023-06-04 15:21:39.229482
Poor
No
Weekly
Apartment
518
1,199,431
40
Male
26,981
Married
4
Bachelor's
Self-Employed
13.283381
Suburban
Premium
3
4
803
6
2021-06-08 15:21:39.206847
Good
No
Weekly
Condo
1,304
1,199,432
27
Male
6,835
Single
3
High School
Employed
20.393739
Urban
Comprehensive
0
13
740
3
2023-05-27 15:21:39.222387
Good
Yes
Weekly
Apartment
596
1,199,433
38
Male
7,093
Divorced
2
Master's
Self-Employed
11.965494
Suburban
Comprehensive
null
14
772
3
2021-02-13 15:21:39.237118
Poor
No
Monthly
Condo
591
1,199,434
19
Male
70,737
Divorced
3
Bachelor's
Unemployed
19.779536
Rural
Basic
2
9
469
5
2023-03-30 15:21:39.155231
Good
No
Rarely
Apartment
119
1,199,435
49
Female
25,217
Single
null
Bachelor's
null
28.75312
Suburban
Basic
null
11
420
6
2021-11-11 15:21:39.219432
Poor
Yes
Daily
House
583
1,199,436
53
Female
43,714
Married
4
PhD
Self-Employed
12.802398
Urban
Comprehensive
null
17
758
6
2020-02-23 15:21:39.111551
Average
No
Monthly
Apartment
461
1,199,437
35
Male
36,030
Divorced
4
Bachelor's
Self-Employed
16.845881
Suburban
Basic
null
13
306
7
2023-04-10 15:21:39.206847
Poor
No
Monthly
Apartment
938
1,199,438
null
Female
43,663
Single
null
High School
Unemployed
27.673522
Suburban
Premium
1
17
591
5
2022-08-16 15:21:39.179186
Poor
No
Rarely
Condo
340
1,199,439
33
Female
43,814
Single
4
Master's
null
28.816285
Urban
Comprehensive
null
12
null
1
2022-07-02 15:21:39.134960
Average
Yes
Monthly
House
638
1,199,440
21
Female
4,016
Married
3
PhD
null
35.081503
Rural
Basic
null
11
582
6
2022-07-05 15:21:39.192212
Poor
Yes
Weekly
House
247
1,199,441
35
Female
11,296
Divorced
null
Bachelor's
Unemployed
11.502469
Suburban
Basic
2
19
null
5
2021-07-01 15:21:39.271453
Poor
Yes
Monthly
Apartment
474
1,199,442
63
Male
53,317
Single
1
Bachelor's
Unemployed
30.749318
Rural
Basic
2
12
454
5
2022-08-14 15:21:39.206847
Good
Yes
Daily
House
3,372
1,199,443
56
Male
69,763
Single
1
Bachelor's
Employed
29.576486
Rural
Comprehensive
0
7
687
4
2021-09-25 15:21:39.168099
Good
No
Monthly
Condo
119
1,199,444
56
Female
120,113
Single
4
PhD
Self-Employed
20.937243
Rural
Premium
2
19
820
4
2023-09-26 15:21:39.194829
Good
Yes
Rarely
Apartment
3,149
1,199,445
53
Male
43,905
Single
1
Bachelor's
Self-Employed
16.094855
Suburban
Comprehensive
null
2
752
9
2020-06-09 15:21:39.231531
Good
No
Weekly
Condo
764
1,199,446
36
Male
6,972
Married
0
Bachelor's
Employed
24.803835
Suburban
Basic
0
7
772
3
2021-02-02 15:21:39.237118
Good
Yes
Weekly
Condo
2,145
1,199,447
58
Female
1,433
Single
4
Bachelor's
Unemployed
45.141824
Urban
Premium
null
11
494
4
2021-03-27 15:21:39.155231
Poor
No
Weekly
Apartment
1,557
1,199,448
55
Male
null
Divorced
3
PhD
null
9.938352
Suburban
Comprehensive
0
4
393
5
2020-11-22 15:21:39.251142
Good
Yes
Weekly
House
871
1,199,449
45
Female
20,521
Divorced
4
Bachelor's
Unemployed
24.842255
Suburban
Comprehensive
null
4
410
2
2021-04-26 15:21:39.082499
Good
Yes
Daily
House
441
1,199,450
33
Male
18,405
Married
4
Master's
Unemployed
12.488977
Rural
Comprehensive
null
17
725
7
2023-05-29 15:21:39.155231
Good
No
Rarely
Condo
24
1,199,451
35
Male
6,941
Single
2
Bachelor's
Self-Employed
20.78746
Urban
Comprehensive
2
18
709
3
2020-06-21 15:21:39.223901
Poor
Yes
Daily
Apartment
1,502
1,199,452
28
Male
10,858
Married
4
Bachelor's
null
18.735575
Urban
Premium
null
12
null
9
2022-08-31 15:21:39.208842
Good
Yes
Daily
Condo
121
1,199,453
52
Female
27,480
Single
0
Master's
null
30.070124
Rural
Basic
1
0
734
3
2024-02-01 15:21:39.147735
Average
Yes
Daily
Apartment
921
1,199,454
53
Female
21,459
Married
3
Master's
Self-Employed
14.904452
Suburban
Comprehensive
null
16
null
9
2022-11-09 15:21:39.200452
Good
Yes
Monthly
Apartment
1,252
1,199,455
36
Male
33,176
Divorced
null
PhD
Self-Employed
26.724598
Urban
Comprehensive
1
14
350
8
2021-01-08 15:21:39.200452
Good
Yes
Monthly
Apartment
1,037
1,199,456
36
Male
4,249
Married
1
Bachelor's
Employed
10.742111
Urban
Premium
2
18
533
7
2022-04-07 15:21:39.228521
Poor
No
Monthly
Apartment
468
1,199,457
27
Male
87,964
Married
3
Master's
Employed
27.79895
Suburban
Comprehensive
0
5
434
8
2024-01-16 15:21:39.085129
null
Yes
Rarely
House
1,526
1,199,458
26
Female
1,145
Married
2
High School
null
27.614817
Rural
Premium
1
6
396
8
2022-09-05 15:21:39.257696
Poor
No
Rarely
Apartment
638
1,199,459
37
Female
65,500
Married
3
Bachelor's
Employed
28.881655
Urban
Basic
2
7
586
8
2021-02-25 15:21:39.236064
Good
Yes
Daily
House
291
1,199,460
51
Male
14,071
Divorced
4
PhD
Self-Employed
27.959017
Urban
Premium
null
18
607
2
2023-06-03 15:21:39.252145
Average
No
Daily
Condo
1,504
1,199,461
60
Female
28,680
Single
2
PhD
Unemployed
6.329837
Urban
Premium
null
0
490
9
2020-05-01 15:21:39.272456
Average
No
Daily
Condo
756
1,199,462
57
Female
null
Single
4
High School
Unemployed
48.749829
Rural
Comprehensive
0
0
397
3
2022-10-31 15:21:39.237118
Good
No
Weekly
House
1,094
1,199,463
43
Female
26,932
Married
1
Bachelor's
null
29.924298
Suburban
Comprehensive
0
4
701
8
2023-01-09 15:21:39.091080
Poor
No
Weekly
House
341
1,199,464
54
Male
null
Divorced
3
PhD
Self-Employed
12.826121
Rural
Comprehensive
0
2
431
3
2020-06-12 15:21:39.134960
Good
Yes
Weekly
Apartment
627
1,199,465
33
Male
20,672
Married
1
Bachelor's
Self-Employed
39.562599
Urban
Premium
null
0
803
7
2024-06-23 15:21:39.103737
null
Yes
Weekly
Condo
493
1,199,466
63
Female
17,085
Single
2
Master's
Self-Employed
17.508033
Suburban
Basic
null
13
null
6
2023-03-30 15:21:39.155231
Poor
Yes
Rarely
Apartment
554
1,199,467
57
Male
14,982
Married
4
High School
Employed
5.751167
Rural
Premium
2
0
null
8
2021-05-25 15:21:39.223901
Good
No
Weekly
Apartment
815
1,199,468
48
Male
72,623
Married
2
Bachelor's
Employed
40.78583
Rural
Basic
0
3
446
5
2021-11-03 15:21:39.155231
Average
Yes
Weekly
Apartment
2,866
1,199,469
56
Female
14,863
Divorced
0
Bachelor's
Employed
30.527697
Suburban
Comprehensive
1
0
794
1
2020-03-17 15:21:39.155231
Poor
Yes
Daily
Condo
1,099
1,199,470
31
Male
14,668
Married
1
Master's
Employed
15.069598
Suburban
Premium
0
14
653
3
2020-05-28 15:21:39.270454
Good
Yes
Rarely
House
832
1,199,471
39
Female
23,168
Married
2
Bachelor's
Unemployed
48.770108
Rural
Basic
1
4
776
4
2024-04-25 15:21:39.150730
Good
Yes
Monthly
Condo
2,141
1,199,472
33
Male
23,429
Married
3
PhD
Unemployed
35.38583
Suburban
Comprehensive
0
15
802
6
2020-08-14 15:21:39.134960
Good
Yes
Monthly
Condo
3,129
1,199,473
59
Male
1,585
Married
2
High School
Self-Employed
27.381282
Urban
Premium
3
5
500
2
2023-03-20 15:21:39.197445
Good
No
Monthly
Condo
212
1,199,474
28
Female
33,254
Single
2
High School
Unemployed
9.633118
Suburban
Basic
null
13
842
6
2021-07-18 15:21:39.128286
Average
Yes
Weekly
House
286
1,199,475
22
Female
4,617
Divorced
0
Bachelor's
Self-Employed
13.636369
Rural
Comprehensive
0
12
629
6
2019-12-30 15:21:39.155231
Poor
No
Daily
Condo
381
1,199,476
40
Female
40,057
Single
4
High School
Self-Employed
20.37684
Suburban
Premium
0
10
806
3
2021-11-22 15:21:39.134960
Average
No
Rarely
House
484
1,199,477
29
Female
6,925
Married
4
Master's
Employed
49.671908
Suburban
Comprehensive
0
3
686
6
2022-06-14 15:21:39.177724
Poor
Yes
Weekly
Apartment
843
1,199,478
26
Female
43,989
Single
null
PhD
Employed
27.726852
Urban
Basic
null
14
690
3
2020-02-24 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,499
1,199,479
33
Female
10,194
Married
3
Bachelor's
Unemployed
50.581174
Rural
Basic
0
11
341
7
2021-05-05 15:21:39.134960
Good
No
Rarely
House
2,484
1,199,480
49
Male
13,981
Single
2
High School
Employed
8.829463
Suburban
Basic
2
11
null
7
2022-03-31 15:21:39.287115
Poor
Yes
Weekly
Condo
1,225
1,199,481
34
Male
64,335
Married
1
High School
null
12.867453
Rural
Basic
0
1
643
8
2020-04-10 15:21:39.237118
Average
No
Weekly
Condo
292
1,199,482
31
Female
1,267
Single
0
Master's
null
6.753674
Suburban
Basic
2
13
766
7
2019-11-05 15:21:39.176717
Good
Yes
Daily
Condo
1,332
1,199,483
35
Male
14,894
Divorced
0
Bachelor's
Self-Employed
16.813158
Rural
Basic
1
15
null
6
2020-11-06 15:21:39.148733
Average
No
Daily
House
953
1,199,484
35
Female
149,633
Divorced
4
Master's
Self-Employed
28.15332
Rural
Premium
2
5
576
4
2019-09-26 15:21:39.286113
Good
Yes
Rarely
Apartment
381
1,199,485
42
Female
17,561
Single
2
Bachelor's
Employed
50.925969
Urban
Comprehensive
1
11
786
3
2022-01-20 15:21:39.155231
Good
No
Daily
Condo
1,764
1,199,486
43
Female
5,819
Divorced
2
PhD
Self-Employed
44.857306
Suburban
Comprehensive
1
13
702
8
2020-01-19 15:21:39.237118
Poor
Yes
Monthly
Apartment
647
1,199,487
53
Female
null
Single
null
PhD
Unemployed
49.256592
Urban
Comprehensive
null
6
751
3
2021-08-20 15:21:39.279729
Average
Yes
Daily
Apartment
158
1,199,488
52
Male
23,485
Single
1
Master's
Employed
49.450029
Urban
Premium
0
13
null
5
2021-11-03 15:21:39.169102
Average
Yes
Weekly
Condo
1,373
1,199,489
20
Male
37,303
Married
3
Bachelor's
null
27.726368
Suburban
Basic
1
4
814
3
2024-03-03 15:21:39.257696
Good
Yes
Weekly
House
246
1,199,490
30
Female
4,063
null
2
PhD
null
27.07186
Rural
Basic
0
16
494
9
2024-02-07 15:21:39.107553
Good
No
Weekly
Condo
1,770
1,199,491
36
Male
51,915
Divorced
4
Bachelor's
Self-Employed
23.693097
Suburban
Comprehensive
3
13
826
1
2023-06-05 15:21:39.155231
Average
No
Monthly
Apartment
2,031
1,199,492
50
Female
44,165
Married
4
High School
Employed
13.271897
Urban
Premium
null
13
578
2
2023-05-02 15:21:39.201446
Good
No
Rarely
Condo
471
1,199,493
64
Female
5,818
Married
null
High School
null
22.382337
Urban
Comprehensive
null
16
684
9
2023-04-27 15:21:39.202448
Average
Yes
Daily
Apartment
885
1,199,494
34
Male
148,607
Divorced
0
PhD
Self-Employed
25.753821
Rural
Premium
0
5
703
9
2020-12-29 15:21:39.106582
Good
No
Monthly
Condo
248
1,199,495
28
Female
6,866
Divorced
1
High School
Self-Employed
26.079581
Rural
Premium
1
4
454
1
2023-09-20 15:21:39.105504
Average
No
Rarely
House
884
1,199,496
39
Female
14,410
Married
3
Master's
Self-Employed
52.039107
Suburban
Basic
null
13
657
3
2021-05-11 15:21:39.252145
Average
No
Monthly
House
1,331
1,199,497
18
Male
94,595
null
1
Master's
Employed
8.080199
Suburban
Comprehensive
null
16
821
9
2022-09-30 15:21:39.288099
Good
No
Daily
Condo
394
1,199,498
32
Female
null
Divorced
4
Bachelor's
null
29.724491
Suburban
Comprehensive
0
6
384
9
2023-02-02 15:21:39.185215
Poor
No
Daily
House
648
1,199,499
36
Male
38,588
Married
0
High School
null
36.859252
Rural
Premium
1
3
735
4
2020-12-04 15:21:39.155231
Average
No
Monthly
Condo
327