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
1,177,500
64
Male
45
Divorced
1
PhD
Employed
27.626869
Suburban
Premium
null
9
844
9
2020-11-28 15:21:39.087123
Average
Yes
Rarely
House
3,903
1,177,501
62
Male
25,602
Married
4
Master's
Employed
13.91267
Urban
Premium
null
12
493
3
2021-05-11 15:21:39.272456
Poor
Yes
Daily
House
474
1,177,502
52
Male
3,849
Married
3
Master's
null
44.094282
Urban
Basic
1
4
822
3
2020-07-01 15:21:39.132191
Average
Yes
Daily
Apartment
2,236
1,177,503
27
Male
58,598
Married
1
High School
Self-Employed
6.33074
Rural
Basic
2
7
830
6
2020-11-06 15:21:39.267454
Average
No
Monthly
Condo
2,200
1,177,504
64
Female
11,165
Married
1
High School
Unemployed
11.097786
Urban
Basic
2
19
647
3
2021-09-15 15:21:39.091080
Poor
Yes
Monthly
House
3,649
1,177,505
32
Female
74,764
Single
1
High School
Employed
14.71153
Urban
Basic
0
0
null
4
2021-06-01 15:21:39.282785
Average
Yes
Daily
Condo
208
1,177,506
45
Female
5,939
Divorced
3
Master's
Employed
25.123401
Suburban
Basic
0
5
688
3
2021-05-16 15:21:39.149731
Average
No
Rarely
Condo
1,607
1,177,507
61
Female
15,962
Single
2
High School
Employed
24.594617
Suburban
Comprehensive
2
14
761
5
2021-04-21 15:21:39.090124
Poor
Yes
Weekly
Condo
917
1,177,508
37
Male
2,770
Married
2
High School
Self-Employed
32.166052
Urban
Comprehensive
2
0
571
1
2024-01-16 15:21:39.187211
Poor
Yes
Rarely
House
616
1,177,509
57
Female
7,089
Single
3
PhD
null
42.854978
Urban
Basic
0
7
700
2
2022-02-18 15:21:39.237118
Poor
Yes
Weekly
Condo
1,082
1,177,510
27
Male
73,478
Divorced
1
Master's
Self-Employed
39.964481
Rural
Premium
2
17
707
9
2023-05-15 15:21:39.261856
Good
No
Monthly
House
49
1,177,511
46
Female
111,206
Single
3
PhD
Employed
21.973205
Suburban
Comprehensive
2
14
null
4
2019-10-20 15:21:39.148733
Good
No
Rarely
Condo
2,636
1,177,512
64
Female
11,972
Single
1
High School
Employed
32.89058
Rural
Basic
2
7
743
9
2022-06-06 15:21:39.134960
Average
No
Rarely
Apartment
1,203
1,177,513
46
Male
31,945
Divorced
0
Master's
Self-Employed
45.062344
Suburban
Premium
null
0
529
5
2022-04-02 15:21:39.168099
Good
Yes
Weekly
Apartment
317
1,177,514
18
Female
2,301
Married
2
Master's
null
6.719555
Suburban
Basic
3
6
549
4
2020-06-07 15:21:39.278402
Good
Yes
Daily
Apartment
704
1,177,515
22
Male
8,183
Divorced
null
PhD
Employed
41.614621
Suburban
Basic
null
5
null
5
2022-04-29 15:21:39.253660
Average
No
Weekly
Condo
686
1,177,516
33
Female
101,831
Divorced
4
PhD
Self-Employed
38.705038
Suburban
Premium
2
14
322
6
2021-02-02 15:21:39.154008
Good
Yes
Rarely
House
871
1,177,517
27
Female
46,470
Divorced
1
High School
Self-Employed
null
Urban
Comprehensive
2
14
812
2
2021-03-06 15:21:39.155231
Average
Yes
Weekly
House
516
1,177,518
46
Male
3,278
Single
0
PhD
Self-Employed
21.481001
Urban
Premium
0
15
517
5
2020-09-27 15:21:39.134960
Good
No
Monthly
Condo
80
1,177,519
25
Female
5,897
Divorced
2
Master's
Unemployed
25.749203
Rural
Premium
1
1
591
6
2020-12-26 15:21:39.226954
Average
No
Daily
Condo
941
1,177,520
51
Male
73,032
Married
4
PhD
null
42.132873
Rural
Basic
null
6
391
4
2021-11-15 15:21:39.134960
Good
No
Daily
Condo
952
1,177,521
18
Male
923
Single
0
PhD
Employed
43.848339
Suburban
Premium
null
8
467
7
2023-10-26 15:21:39.274993
Average
Yes
Weekly
Condo
872
1,177,522
27
Female
7,916
Divorced
1
PhD
null
19.539235
Urban
Comprehensive
1
15
617
6
2020-07-16 15:21:39.088124
Poor
No
Rarely
Condo
2,836
1,177,523
55
Female
15,406
Married
null
Bachelor's
Unemployed
19.550104
Suburban
Comprehensive
1
5
489
8
2020-02-07 15:21:39.134960
Good
Yes
Monthly
Apartment
101
1,177,524
53
Male
5,838
Divorced
0
High School
Employed
27.979661
Urban
Basic
null
3
477
6
2019-10-11 15:21:39.155231
Poor
No
Monthly
Condo
100
1,177,525
40
Female
26,272
Divorced
2
Master's
null
18.125619
Suburban
Basic
0
18
564
5
2019-12-07 15:21:39.144722
Average
No
Monthly
Apartment
875
1,177,526
36
Male
2,859
Single
3
Bachelor's
Employed
20.974154
Rural
Basic
2
1
523
7
2023-03-22 15:21:39.182597
Poor
No
Rarely
House
524
1,177,527
28
Female
1,039
Married
2
High School
Self-Employed
22.913711
Suburban
Comprehensive
null
18
530
2
2022-05-13 15:21:39.221386
Good
No
Daily
Condo
225
1,177,528
46
Male
142,491
Single
0
Bachelor's
Employed
8.83616
Suburban
Premium
0
1
394
8
2024-06-23 15:21:39.155231
Poor
No
Rarely
Condo
485
1,177,529
63
Female
66,574
Divorced
1
Master's
null
12.276871
Suburban
Premium
0
5
360
6
2020-08-04 15:21:39.175719
Good
No
Rarely
Apartment
237
1,177,530
64
Female
9,120
Divorced
2
PhD
Unemployed
39.420723
Urban
Basic
null
9
772
6
2021-04-17 15:21:39.286113
Average
No
Rarely
Apartment
1,209
1,177,531
43
Male
88,050
Divorced
1
PhD
Employed
25.095284
Rural
Premium
0
13
479
2
2021-05-06 15:21:39.198406
Average
No
Weekly
Apartment
2,725
1,177,532
null
Female
5,836
Single
0
High School
Self-Employed
25.084766
Suburban
Basic
null
0
593
4
2022-05-24 15:21:39.252145
Poor
Yes
Rarely
Condo
566
1,177,533
28
Male
599
Married
null
High School
null
21.918799
Rural
Comprehensive
2
12
615
2
2021-02-15 15:21:39.172097
Average
No
Monthly
Condo
839
1,177,534
57
Male
10,951
Divorced
0
Master's
Self-Employed
20.858974
Suburban
Basic
null
3
null
6
2022-04-14 15:21:39.134960
Good
Yes
Rarely
House
1,068
1,177,535
51
Male
111,577
Single
0
Bachelor's
null
26.240739
Rural
Premium
0
7
null
2
2022-02-19 15:21:39.204790
Average
No
Rarely
Apartment
262
1,177,536
25
Female
4,575
Married
null
PhD
null
null
Rural
Basic
3
1
830
3
2020-03-11 15:21:39.102694
Good
Yes
Rarely
House
2,064
1,177,537
47
Male
19,477
Single
0
PhD
Unemployed
41.589923
Urban
Comprehensive
1
8
843
6
2024-06-03 15:21:39.134960
Poor
No
Daily
Apartment
24
1,177,538
52
Female
28,189
Single
2
PhD
Self-Employed
null
Urban
Premium
0
3
449
6
2021-10-18 15:21:39.194829
Good
Yes
Monthly
Condo
1,786
1,177,539
63
Female
18,098
Divorced
2
Master's
null
36.816264
Rural
Premium
0
15
586
5
2022-05-24 15:21:39.134960
Poor
No
Weekly
House
643
1,177,540
47
Female
106,521
Married
null
Bachelor's
Unemployed
45.265879
Rural
Premium
1
16
466
2
2020-01-27 15:21:39.122134
null
Yes
Weekly
Condo
382
1,177,541
30
Male
7,892
Divorced
null
Bachelor's
null
38.540646
Suburban
Premium
1
18
739
6
2022-10-07 15:21:39.093681
Poor
Yes
Monthly
Condo
582
1,177,542
42
Male
36,130
Single
1
PhD
Employed
6.277729
Rural
Basic
0
14
644
2
2024-01-12 15:21:39.194829
Poor
No
Daily
Apartment
2,248
1,177,543
64
Female
2,853
Single
4
High School
Unemployed
50.934793
Urban
Comprehensive
0
13
484
9
2020-06-28 15:21:39.122134
Average
No
Weekly
Condo
482
1,177,544
54
Male
15,935
Divorced
null
High School
Unemployed
4.487988
Rural
Comprehensive
0
15
null
7
2023-08-01 15:21:39.105504
Good
No
Monthly
Condo
1,113
1,177,545
41
Female
29,061
Married
3
High School
Employed
21.918379
Suburban
Basic
0
9
591
1
2021-06-16 15:21:39.250151
Poor
Yes
Daily
Apartment
948
1,177,546
44
Female
129,360
Married
3
Bachelor's
Self-Employed
9.98874
Urban
Premium
0
16
407
9
2022-07-09 15:21:39.118178
Good
No
Weekly
Condo
472
1,177,547
46
Male
27,892
Divorced
2
High School
null
27.783846
Rural
Basic
null
11
597
4
2021-03-07 15:21:39.134960
Poor
No
Monthly
Apartment
748
1,177,548
34
Male
43,783
Single
0
High School
Employed
9.513816
Suburban
Comprehensive
1
16
750
9
2023-05-02 15:21:39.134960
Poor
Yes
Daily
House
1,424
1,177,549
33
Male
1,614
Married
2
PhD
Employed
10.807096
Suburban
Comprehensive
null
0
378
8
2021-07-28 15:21:39.259788
Average
No
Weekly
Apartment
2,430
1,177,550
62
Female
32,695
Divorced
1
Bachelor's
Unemployed
13.519081
Rural
Basic
null
5
527
7
2023-02-26 15:21:39.155231
Good
Yes
Rarely
Apartment
643
1,177,551
56
Female
2,861
Single
1
PhD
Self-Employed
45.05997
Suburban
Basic
2
2
null
6
2022-01-05 15:21:39.281787
Poor
No
Monthly
Condo
1,731
1,177,552
25
Female
28,378
Divorced
1
Master's
Employed
33.872197
Urban
Basic
0
9
644
6
2021-06-26 15:21:39.126661
Poor
No
Daily
Condo
714
1,177,553
24
Male
11,724
Married
null
High School
Employed
15.566223
Suburban
Comprehensive
1
12
514
7
2024-01-20 15:21:39.232526
Poor
No
Weekly
House
925
1,177,554
52
Female
28,309
Married
4
High School
null
24.87933
Rural
Comprehensive
null
9
785
3
2021-10-23 15:21:39.091080
Average
Yes
Monthly
Apartment
2,097
1,177,555
35
Female
15,501
Single
3
PhD
Self-Employed
34.81249
Rural
Basic
null
19
691
7
2020-11-28 15:21:39.155231
Poor
No
Weekly
House
1,993
1,177,556
37
Male
14,093
Married
0
PhD
null
33.681034
Rural
Comprehensive
0
3
null
5
2022-12-18 15:21:39.155231
Good
Yes
Weekly
House
627
1,177,557
53
Female
2,870
Married
2
PhD
Employed
28.692814
Suburban
Basic
2
8
658
6
2022-06-02 15:21:39.086123
Good
Yes
Weekly
Apartment
2,133
1,177,558
48
Male
15,963
Single
1
Bachelor's
Unemployed
30.869139
Suburban
Premium
2
11
null
3
2023-08-07 15:21:39.189223
Good
Yes
Daily
Condo
622
1,177,559
52
Male
83,316
Divorced
4
PhD
Self-Employed
19.927241
Suburban
Comprehensive
1
13
403
8
2023-04-21 15:21:39.147735
Good
No
Monthly
Condo
105
1,177,560
34
Female
25,791
Single
0
High School
Self-Employed
29.957375
Rural
Comprehensive
2
0
814
4
2022-01-06 15:21:39.223901
Poor
No
Rarely
House
2,401
1,177,561
63
Male
5,877
Single
1
Bachelor's
null
20.466926
Suburban
Premium
0
5
null
6
2023-11-15 15:21:39.154008
Good
No
Weekly
Apartment
1,096
1,177,562
30
Male
141,634
Divorced
3
PhD
null
38.073099
Suburban
Premium
1
11
355
4
2022-01-13 15:21:39.130190
Average
Yes
Rarely
House
1,169
1,177,563
44
Male
35,503
Single
4
PhD
null
14.723597
Urban
Basic
1
13
336
5
2023-02-28 15:21:39.253660
Poor
Yes
Daily
Condo
1,581
1,177,564
48
Male
17,863
Single
3
High School
null
30.574883
Suburban
Premium
null
1
657
9
2023-12-13 15:21:39.091080
Poor
No
Daily
House
744
1,177,565
52
Female
52,397
Married
4
High School
Unemployed
38.097388
Urban
Comprehensive
0
3
431
4
2021-07-06 15:21:39.171102
Average
No
Daily
Apartment
2,295
1,177,566
40
Female
18,077
Married
2
Master's
null
35.290912
Urban
Premium
null
1
682
6
2024-03-02 15:21:39.155231
Average
Yes
Weekly
Condo
711
1,177,567
49
Female
19,744
Married
1
High School
null
22.734979
Rural
Comprehensive
null
19
772
2
2021-08-29 15:21:39.125660
Average
Yes
Monthly
Apartment
906
1,177,568
56
Female
14,961
Divorced
0
Bachelor's
Unemployed
7.092495
Suburban
Comprehensive
null
18
750
1
2023-08-02 15:21:39.285112
Average
Yes
Weekly
Apartment
1,253
1,177,569
21
Female
38,276
Divorced
0
Master's
Employed
29.433434
Urban
Premium
null
2
null
1
2023-08-17 15:21:39.289099
Good
Yes
Weekly
House
2,267
1,177,570
35
Male
19,866
Single
4
High School
Unemployed
11.755613
Suburban
Basic
0
11
672
5
2023-04-06 15:21:39.122134
Average
Yes
Rarely
House
1,953
1,177,571
33
Female
20,982
Divorced
null
Master's
Self-Employed
32.398085
Suburban
Basic
null
4
445
7
2022-08-30 15:21:39.189223
Average
No
Monthly
Apartment
29
1,177,572
55
Female
36,246
Single
2
Bachelor's
null
16.471138
Urban
Comprehensive
null
8
633
6
2023-01-02 15:21:39.111551
Poor
Yes
Daily
House
973
1,177,573
53
Female
5,535
Single
4
High School
null
3.093158
Suburban
Basic
0
18
848
7
2022-08-31 15:21:39.096739
Good
No
Monthly
Condo
921
1,177,574
53
Male
23,245
Single
4
PhD
Self-Employed
19.922628
Urban
Basic
2
16
570
9
2023-08-16 15:21:39.147735
Poor
No
Daily
Condo
798
1,177,575
40
Female
24,313
Married
1
Master's
null
44.262214
Urban
Premium
1
7
543
7
2023-07-18 15:21:39.279729
Good
Yes
Rarely
House
519
1,177,576
30
Male
17,227
Single
3
PhD
Self-Employed
24.087377
Rural
Premium
null
7
639
7
2022-12-28 15:21:39.080440
Good
No
Monthly
Apartment
1,489
1,177,577
21
Female
39,886
Married
2
Master's
Unemployed
14.082726
Urban
Premium
0
19
506
4
2019-10-04 15:21:39.192212
Poor
Yes
Daily
House
798
1,177,578
63
Male
56,827
Divorced
2
High School
null
29.991748
Suburban
Basic
0
11
396
7
2021-09-08 15:21:39.235012
Average
No
Rarely
House
1,100
1,177,579
18
Male
54,226
Single
1
High School
null
36.086483
Urban
Premium
null
15
462
4
2019-10-23 15:21:39.088124
Average
Yes
Daily
Apartment
76
1,177,580
47
Female
14,501
Single
null
Master's
Unemployed
14.790681
Rural
Comprehensive
1
6
813
2
2021-08-18 15:21:39.247098
Good
Yes
Daily
House
1,255
1,177,581
26
Male
18,589
Divorced
0
PhD
Self-Employed
41.446098
Rural
Basic
1
8
472
6
2023-08-12 15:21:39.154008
Average
Yes
Daily
Condo
2,391
1,177,582
50
Female
20,489
Single
3
PhD
Employed
36.28167
Rural
Comprehensive
null
4
569
5
2023-01-25 15:21:39.113566
Poor
Yes
Monthly
Apartment
782
1,177,583
32
Male
975
Single
2
Master's
Self-Employed
18.965222
Rural
Comprehensive
null
0
823
5
2021-07-06 15:21:39.185215
null
Yes
Weekly
Condo
2,136
1,177,584
51
Male
12,053
Single
4
Master's
Self-Employed
33.239856
Rural
Comprehensive
2
8
703
1
2023-07-04 15:21:39.155231
null
Yes
Monthly
House
724
1,177,585
35
Male
369
Single
2
Master's
Unemployed
38.626518
Suburban
Comprehensive
null
12
767
4
2022-11-01 15:21:39.134960
Average
No
Daily
Condo
3,473
1,177,586
58
Female
76,601
Divorced
0
High School
Employed
9.182944
Suburban
Comprehensive
null
9
507
6
2020-10-10 15:21:39.222387
Average
Yes
Daily
Condo
360
1,177,587
58
Female
78,858
Single
4
High School
null
11.771787
Rural
Basic
null
6
493
9
2022-06-21 15:21:39.290098
Good
No
Weekly
Condo
152
1,177,588
21
Male
16,177
Married
0
Master's
Employed
null
Rural
Basic
1
0
514
6
2022-09-10 15:21:39.264504
Good
No
Rarely
House
542
1,177,589
59
Male
30,983
Divorced
1
Master's
null
44.787833
Urban
Premium
0
7
null
1
2020-11-19 15:21:39.191219
Average
Yes
Rarely
Apartment
497
1,177,590
58
Male
23,891
Married
3
Bachelor's
Self-Employed
24.161777
Urban
Comprehensive
null
11
419
6
2022-05-17 15:21:39.254678
Poor
Yes
Rarely
House
1,630
1,177,591
23
Female
21,632
Single
3
Master's
Unemployed
33.926509
Urban
Premium
null
1
473
6
2020-06-28 15:21:39.207847
Poor
No
Daily
Condo
1,764
1,177,592
22
Female
26,395
Single
1
Master's
null
17.766341
Urban
Premium
0
7
569
4
2022-05-15 15:21:39.184157
Average
No
Rarely
Apartment
962
1,177,593
28
Female
50,808
Divorced
null
Master's
Self-Employed
26.760822
Urban
Comprehensive
2
16
325
5
2020-02-29 15:21:39.148733
Poor
Yes
Monthly
Apartment
944
1,177,594
57
Male
37,153
Divorced
null
High School
null
36.095818
Rural
Premium
null
19
484
6
2020-11-22 15:21:39.260856
Average
No
Weekly
Apartment
488
1,177,595
39
Female
43,438
Married
1
High School
Self-Employed
null
Rural
Comprehensive
0
15
674
8
2020-09-26 15:21:39.290098
Poor
No
Monthly
House
817
1,177,596
60
Male
135,567
Divorced
null
Bachelor's
null
4.778831
Rural
Premium
1
5
495
9
2021-11-13 15:21:39.155231
Average
Yes
Weekly
House
4,058
1,177,597
23
Female
33,487
Single
1
PhD
Self-Employed
23.958597
Suburban
Basic
null
6
474
1
2020-09-04 15:21:39.290098
Good
No
Daily
Apartment
556
1,177,598
31
Female
13,818
Single
4
PhD
null
23.49647
Suburban
Basic
2
9
483
5
2023-05-24 15:21:39.217387
Average
Yes
Weekly
Apartment
2,108
1,177,599
18
Female
57,799
Single
1
High School
Employed
31.703722
Urban
Basic
1
8
421
8
2022-04-23 15:21:39.164044
Good
No
Monthly
Apartment
1,653