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
34,400
57
Male
40,733
Single
1
PhD
Employed
33.694724
Suburban
Premium
1
2
null
4
2020-08-22 15:21:39.250151
Average
Yes
Monthly
House
1,546
34,401
39
Male
39,071
Divorced
1
PhD
Unemployed
45.937278
Rural
Comprehensive
2
19
null
2
2023-10-06 15:21:39.216387
Poor
Yes
Rarely
Condo
2,012
34,402
26
Male
25,573
Divorced
3
PhD
Employed
33.272356
Urban
Comprehensive
2
17
769
9
2022-11-11 15:21:39.244069
Average
No
Rarely
Apartment
1,709
34,403
35
Male
5,641
Married
3
Master's
null
47.934256
Urban
Comprehensive
0
9
427
1
2023-06-24 15:21:39.237118
Average
No
Weekly
House
1,191
34,404
32
Male
95,737
Single
0
Master's
null
49.908426
Urban
Comprehensive
0
14
656
6
2020-02-05 15:21:39.237118
null
Yes
Weekly
Condo
1,842
34,405
63
Female
27,961
Divorced
0
PhD
Unemployed
29.81167
Suburban
Basic
null
0
511
3
2021-01-05 15:21:39.134960
Poor
No
Daily
Condo
461
34,406
45
Female
111,045
Single
2
Bachelor's
Self-Employed
16.485345
Rural
Basic
2
13
784
2
2020-02-18 15:21:39.134960
Good
Yes
Rarely
Condo
27
34,407
35
Female
6,856
Single
0
Master's
Unemployed
29.232391
Urban
Basic
0
11
null
9
2021-09-01 15:21:39.261856
Good
Yes
Monthly
Apartment
1,157
34,408
51
Female
1,087
Married
1
PhD
Unemployed
7.813134
Rural
Basic
null
17
369
4
2022-08-18 15:21:39.246098
Poor
No
Daily
House
537
34,409
26
Male
2,536
Divorced
3
High School
Employed
39.677989
Rural
Premium
2
13
null
5
2020-03-08 15:21:39.134960
Average
Yes
Daily
House
1,461
34,410
63
Female
25,011
Single
0
Master's
null
26.838493
Urban
Premium
null
19
null
8
2023-03-28 15:21:39.171102
Poor
No
Weekly
House
1,637
34,411
63
Female
3,718
Single
1
Bachelor's
Unemployed
32.923798
Urban
Basic
2
5
794
5
2021-04-21 15:21:39.143708
Average
No
Monthly
Apartment
638
34,412
48
Male
41,976
Divorced
2
PhD
null
38.335007
Urban
Comprehensive
null
17
335
8
2022-05-23 15:21:39.288099
Average
No
Monthly
Condo
785
34,413
28
Female
5,860
Divorced
1
PhD
null
20.013649
Rural
Premium
1
16
null
9
2019-10-25 15:21:39.273973
Good
Yes
Monthly
Condo
473
34,414
32
Female
13,104
Divorced
4
Bachelor's
Self-Employed
31.935364
Urban
Comprehensive
null
17
311
7
2022-02-24 15:21:39.237118
Good
Yes
Monthly
Condo
557
34,415
23
Female
66,883
Married
0
PhD
Employed
13.719453
Urban
Comprehensive
null
18
734
3
2020-07-30 15:21:39.245086
Good
Yes
Rarely
House
390
34,416
40
Male
31,802
Married
3
Bachelor's
Self-Employed
49.251007
Rural
Comprehensive
1
11
735
1
2023-04-25 15:21:39.124659
Good
No
Daily
Apartment
1,185
34,417
36
Male
3,738
Single
2
Master's
null
17.974234
Suburban
Premium
null
19
386
9
2022-10-14 15:21:39.116179
Good
Yes
Daily
Apartment
431
34,418
23
Male
23,568
Married
2
Master's
null
23.734853
Suburban
Comprehensive
2
13
727
1
2021-03-01 15:21:39.173834
Average
Yes
Monthly
House
171
34,419
55
Male
18,163
Married
4
High School
Unemployed
50.591699
Suburban
Basic
2
9
567
5
2022-09-20 15:21:39.084065
Average
No
Monthly
Apartment
2,163
34,420
23
Female
67,943
Married
4
PhD
null
22.691748
Rural
Premium
1
18
506
4
2024-06-17 15:21:39.113566
null
Yes
Monthly
Apartment
635
34,421
19
Male
26,667
Married
1
PhD
Unemployed
41.847803
Urban
Basic
0
8
710
2
2021-11-01 15:21:39.259788
Average
Yes
Rarely
Apartment
731
34,422
30
Female
29,702
Divorced
2
PhD
Self-Employed
37.626929
Suburban
Comprehensive
1
10
607
1
2024-02-02 15:21:39.134960
Average
Yes
Daily
Apartment
2,141
34,423
49
Male
43,461
Married
4
PhD
Unemployed
40.120931
Urban
Basic
1
12
581
4
2023-11-10 15:21:39.172097
Average
Yes
Weekly
Condo
3,128
34,424
60
Female
48,988
Divorced
4
High School
Employed
26.273038
Urban
Basic
1
18
591
9
2022-09-16 15:21:39.237118
Average
Yes
Daily
Condo
45
34,425
50
Female
8,469
Single
1
High School
Unemployed
8.351609
Urban
Premium
0
0
563
2
2022-12-24 15:21:39.261856
Average
Yes
Monthly
House
813
34,426
26
Female
6,988
Divorced
4
Master's
Employed
29.964229
Rural
Comprehensive
null
2
823
5
2020-02-16 15:21:39.112553
Good
Yes
Monthly
Apartment
1,114
34,427
50
Female
13,867
Married
3
Master's
null
12.952599
Urban
Basic
null
16
459
5
2019-11-16 15:21:39.168099
Average
No
Rarely
House
993
34,428
33
Male
101,539
Married
3
Master's
Self-Employed
7.294035
Urban
Basic
null
7
403
3
2022-03-22 15:21:39.283783
Average
Yes
Daily
House
1,752
34,429
32
Male
30,572
Single
2
PhD
Employed
21.526949
Suburban
Basic
2
6
600
9
2021-06-05 15:21:39.278402
Good
No
Daily
Condo
2,374
34,430
40
Female
5,899
Single
1
High School
null
null
Rural
Premium
0
10
776
9
2021-11-16 15:21:39.082499
Average
No
Daily
House
2,105
34,431
54
Female
32,563
Single
4
PhD
null
22.23356
Rural
Comprehensive
1
12
565
4
2021-05-11 15:21:39.169102
Good
Yes
Daily
Condo
964
34,432
55
Male
26,606
Divorced
4
Bachelor's
Employed
26.672442
Urban
Basic
0
18
null
3
2022-08-28 15:21:39.223901
Average
Yes
Daily
House
1,564
34,433
18
Female
8,092
Divorced
2
Master's
Employed
14.530712
Urban
Basic
1
19
613
3
2023-07-05 15:21:39.256696
Average
No
Daily
Condo
861
34,434
64
Male
64,446
Divorced
3
PhD
null
17.861353
Rural
Comprehensive
3
4
null
5
2023-12-28 15:21:39.192212
null
No
Daily
House
4,032
34,435
32
Male
45,320
Single
4
Master's
Employed
9.146877
Urban
Basic
null
6
413
9
2020-08-27 15:21:39.134960
Average
Yes
Rarely
House
739
34,436
47
Female
20,176
Divorced
2
Bachelor's
Unemployed
19.691599
Rural
Premium
1
4
827
9
2019-09-13 15:21:39.253660
Good
Yes
Daily
House
1,356
34,437
33
Female
24,524
Divorced
3
PhD
null
9.056181
Suburban
Premium
0
11
488
9
2019-09-11 15:21:39.126661
null
Yes
Rarely
House
842
34,438
55
Female
6,824
Divorced
2
PhD
Unemployed
21.902205
Rural
Comprehensive
null
4
582
8
2021-04-25 15:21:39.095696
Poor
Yes
Daily
House
2,360
34,439
61
Female
139,550
Divorced
2
Master's
Self-Employed
16.491038
Suburban
Comprehensive
1
4
488
7
2023-01-16 15:21:39.229482
null
Yes
Monthly
House
708
34,440
30
Female
6,824
Single
4
Master's
null
3.914891
Suburban
Premium
1
15
581
6
2024-08-14 15:21:39.215386
Poor
No
Monthly
House
554
34,441
36
Female
84,465
Single
3
Bachelor's
Self-Employed
29.67186
Urban
Basic
2
0
542
1
2021-02-15 15:21:39.172097
null
No
Monthly
House
3,065
34,442
37
Female
64,091
Married
null
Master's
Unemployed
18.927357
Urban
Basic
null
6
382
7
2021-08-27 15:21:39.181605
Poor
No
Monthly
Condo
640
34,443
64
Female
28,182
Divorced
1
High School
Self-Employed
12.240873
Rural
Premium
1
0
706
1
2021-09-15 15:21:39.080184
Poor
No
Monthly
Condo
491
34,444
34
Male
38,991
Divorced
3
High School
Self-Employed
18.982932
Urban
Basic
0
18
658
8
2024-02-19 15:21:39.205850
Average
Yes
Rarely
Condo
1,809
34,445
null
Female
3,910
Divorced
1
Bachelor's
Employed
45.687619
Urban
Basic
null
8
null
6
2020-02-03 15:21:39.134960
null
Yes
Rarely
Condo
1,678
34,446
36
Male
1,355
Single
2
Bachelor's
null
22.738216
Rural
Basic
3
13
772
5
2022-12-14 15:21:39.177724
Average
No
Weekly
Condo
24
34,447
25
Female
66,940
Married
4
High School
Employed
24.754836
Urban
Premium
null
13
366
7
2023-02-17 15:21:39.134960
Average
Yes
Rarely
Apartment
991
34,448
29
Male
63,460
Married
0
Master's
Employed
49.161112
Suburban
Comprehensive
2
15
null
2
2019-09-21 15:21:39.110557
Average
Yes
Monthly
House
2,872
34,449
50
Male
39,752
Single
2
High School
Employed
26.202355
Suburban
Comprehensive
0
17
null
8
2024-01-06 15:21:39.252145
Good
No
Daily
Condo
539
34,450
33
Male
817
Divorced
1
PhD
null
27.853406
Suburban
Premium
null
6
607
4
2021-02-07 15:21:39.083497
Good
No
Weekly
Apartment
24
34,451
59
Female
4,863
Divorced
0
Bachelor's
Employed
27.945112
Rural
Comprehensive
2
11
762
6
2020-02-20 15:21:39.168099
Good
No
Rarely
Apartment
1,466
34,452
27
Female
9,082
Married
1
High School
Unemployed
16.928986
Rural
Premium
2
15
657
2
2024-04-07 15:21:39.209847
Average
No
Rarely
Apartment
112
34,453
51
Male
35,658
Single
3
PhD
null
42.0691
Rural
Comprehensive
null
12
781
3
2019-12-17 15:21:39.094752
Good
Yes
Weekly
Condo
1,258
34,454
61
Female
7,082
Married
null
High School
Employed
null
Urban
Comprehensive
0
7
757
7
2021-07-11 15:21:39.134960
Good
No
Rarely
Apartment
713
34,455
55
Female
20,659
Married
3
PhD
Self-Employed
8.567308
Rural
Basic
0
19
null
5
2023-03-29 15:21:39.095696
null
No
Rarely
Apartment
841
34,456
58
Female
29,139
Single
4
PhD
Unemployed
29.749212
Urban
Premium
0
5
593
4
2023-12-14 15:21:39.134960
Poor
No
Daily
Apartment
845
34,457
19
Female
1,367
null
2
Master's
Unemployed
32.259511
Urban
Premium
1
13
558
6
2021-03-21 15:21:39.126661
Poor
No
Weekly
Apartment
1,232
34,458
42
Male
43,365
Single
4
Bachelor's
Self-Employed
17.306761
Urban
Premium
null
13
667
3
2024-06-07 15:21:39.251142
null
Yes
Weekly
Apartment
1,186
34,459
29
Male
11,520
Married
1
Bachelor's
null
27.537978
Urban
Comprehensive
0
17
696
1
2021-06-27 15:21:39.114118
Poor
Yes
Monthly
Apartment
811
34,460
45
Female
28,193
Divorced
null
Master's
Unemployed
23.64483
Suburban
Basic
0
16
531
5
2022-05-17 15:21:39.181605
Poor
Yes
Monthly
House
705
34,461
26
Female
98,973
Single
null
Bachelor's
Employed
7.051355
Suburban
Basic
1
3
449
6
2021-04-24 15:21:39.178918
Average
Yes
Weekly
Apartment
493
34,462
48
Female
2,099
Single
1
High School
Self-Employed
24.26239
Suburban
Premium
1
12
541
9
2024-01-12 15:21:39.108562
Poor
Yes
Daily
House
2,153
34,463
39
Female
4,020
Single
0
Master's
Self-Employed
5.349849
Urban
Comprehensive
2
17
519
2
2020-12-12 15:21:39.208842
Poor
No
Daily
House
1,450
34,464
20
Male
11,665
Single
0
High School
Unemployed
41.54784
Suburban
Premium
null
19
565
7
2021-02-11 15:21:39.167099
null
Yes
Monthly
House
2,629
34,465
27
Male
1,520
Single
null
Bachelor's
Unemployed
9.474065
Suburban
Basic
2
8
811
3
2022-03-09 15:21:39.254678
Good
Yes
Rarely
Apartment
2,402
34,466
51
Male
18,171
Single
2
PhD
Self-Employed
23.493429
Urban
Comprehensive
2
4
749
4
2021-11-07 15:21:39.105504
Good
Yes
Daily
Apartment
921
34,467
40
Female
1,069
Married
2
High School
null
null
Urban
Basic
null
1
629
3
2021-02-23 15:21:39.134960
Good
No
Monthly
Apartment
587
34,468
59
Female
49
Married
0
Master's
Unemployed
34.674836
Suburban
Comprehensive
1
18
713
5
2023-01-01 15:21:39.237118
Poor
Yes
Rarely
House
631
34,469
21
Female
91,534
Single
0
Master's
Unemployed
14.93719
Urban
Comprehensive
null
9
458
7
2020-07-11 15:21:39.208842
Poor
Yes
Rarely
Apartment
707
34,470
29
Male
47,339
Married
1
Master's
Self-Employed
40.854667
Suburban
Comprehensive
2
5
344
3
2022-01-31 15:21:39.228521
Good
No
Monthly
Condo
2,357
34,471
53
Female
89,216
Single
2
Master's
Employed
18.551157
Urban
Basic
null
13
419
3
2022-02-17 15:21:39.172097
Good
Yes
Weekly
House
686
34,472
55
Male
10,983
Divorced
null
High School
Employed
33.812161
Rural
Comprehensive
0
9
null
1
2021-03-31 15:21:39.134960
Average
Yes
Daily
Apartment
867
34,473
37
Female
20,672
Single
3
High School
Self-Employed
40.243909
Suburban
Basic
2
17
497
9
2024-05-22 15:21:39.155231
Good
Yes
Monthly
Condo
119
34,474
53
Male
40,732
Divorced
1
Bachelor's
null
26.038677
Rural
Premium
2
11
782
4
2020-07-18 15:21:39.185215
Poor
Yes
Daily
House
778
34,475
24
Female
61,767
Married
1
PhD
Self-Employed
4.881984
Rural
Comprehensive
2
7
382
9
2022-04-29 15:21:39.202448
Good
No
Monthly
Condo
708
34,476
64
Female
19,227
Single
1
Master's
Self-Employed
42.862303
Suburban
Comprehensive
1
4
330
2
2023-02-11 15:21:39.207847
Average
Yes
Weekly
Condo
3,368
34,477
54
Male
6,093
Single
0
PhD
null
null
Urban
Premium
1
12
753
9
2021-10-23 15:21:39.151732
Average
Yes
Daily
House
542
34,478
50
Female
40,425
Single
3
PhD
Self-Employed
17.929044
Urban
Comprehensive
1
3
null
2
2022-08-19 15:21:39.251142
Poor
Yes
Rarely
Condo
2,174
34,479
23
Male
5,717
Single
1
Bachelor's
Employed
47.939704
Urban
Premium
null
6
802
4
2019-09-02 15:21:39.125660
Good
No
Rarely
Apartment
997
34,480
37
Male
538
Single
3
PhD
Unemployed
14.974167
Rural
Comprehensive
0
15
805
7
2024-06-04 15:21:39.084065
Average
No
Rarely
House
2,965
34,481
51
Female
24,249
Single
0
Master's
Self-Employed
14.390466
Rural
Premium
null
7
802
7
2023-01-14 15:21:39.251142
Average
No
Daily
Condo
522
34,482
36
Female
1,208
Divorced
0
Master's
Self-Employed
24.270196
Suburban
Basic
0
18
417
7
2023-02-16 15:21:39.237118
Good
No
Rarely
Apartment
795
34,483
43
Female
3,645
Single
4
Master's
null
null
Rural
Basic
0
0
722
9
2023-08-24 15:21:39.155231
Poor
No
Rarely
Condo
1,079
34,484
63
Female
38,612
Single
3
PhD
Self-Employed
31.248631
Suburban
Basic
1
17
587
1
2021-08-05 15:21:39.261856
Good
No
Rarely
Apartment
1,377
34,485
25
Female
31,004
Divorced
3
Master's
Unemployed
14.390532
Suburban
Comprehensive
0
10
622
1
2020-03-22 15:21:39.244069
Poor
Yes
Rarely
House
709
34,486
36
Male
1,145
Married
3
Bachelor's
Unemployed
43.839173
Urban
Premium
1
12
757
5
2019-10-30 15:21:39.172097
Poor
Yes
Monthly
House
704
34,487
23
Male
18,446
Married
1
PhD
null
8.091237
Rural
Comprehensive
1
4
767
8
2020-01-28 15:21:39.274993
Poor
No
Rarely
Condo
843
34,488
38
Female
17,077
Single
0
PhD
Unemployed
22.02397
Rural
Basic
null
4
334
5
2023-10-15 15:21:39.121169
Average
Yes
Weekly
Condo
468
34,489
26
Female
39,726
Single
4
Master's
Employed
25.998211
Rural
Basic
null
0
549
7
2020-01-26 15:21:39.102694
Poor
No
Weekly
Condo
611
34,490
47
Male
17,095
Married
1
Master's
Unemployed
19.610878
Suburban
Basic
null
19
788
6
2020-05-04 15:21:39.155231
Poor
No
Monthly
House
1,318
34,491
63
Female
4,380
Single
3
Master's
null
12.816882
Rural
Premium
0
2
344
7
2024-03-28 15:21:39.231531
Good
Yes
Weekly
House
1,254
34,492
32
Male
58,042
Single
1
Bachelor's
Self-Employed
35.811146
Urban
Basic
0
6
434
6
2021-11-21 15:21:39.194829
Average
No
Rarely
House
609
34,493
51
Female
20,846
Divorced
3
PhD
Self-Employed
17.08146
Rural
Comprehensive
0
2
471
4
2021-05-10 15:21:39.101733
Average
No
Rarely
Apartment
1,505
34,494
34
Male
125,173
Single
0
Master's
Employed
35.079815
Urban
Basic
1
1
746
3
2022-02-13 15:21:39.179186
Good
No
Monthly
Condo
427
34,495
39
Male
40,978
Married
2
Master's
null
null
Suburban
Comprehensive
0
13
678
2
2024-01-04 15:21:39.097737
Average
No
Daily
House
966
34,496
54
Female
16,054
Divorced
2
PhD
Self-Employed
25.813953
Suburban
Comprehensive
1
13
770
4
2023-03-01 15:21:39.248098
Poor
No
Monthly
Apartment
511
34,497
32
Female
92,666
Divorced
2
PhD
Self-Employed
16.956891
Suburban
Basic
null
12
538
7
2022-10-02 15:21:39.130190
Average
Yes
Weekly
Apartment
394
34,498
41
Female
20,881
Married
null
High School
null
45.847473
Urban
Comprehensive
null
9
449
6
2022-06-10 15:21:39.096739
Poor
Yes
Monthly
House
706
34,499
43
Female
25,662
Single
0
High School
Employed
41.504811
Suburban
Comprehensive
0
6
null
1
2021-02-26 15:21:39.273973
Average
Yes
Weekly
Condo
1,658