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
1,171,400
55
Male
29,759
Married
4
High School
Self-Employed
47.222684
Urban
Premium
4
10
626
2
2021-08-08 15:21:39.237118
Poor
No
Rarely
Apartment
1,082
1,171,401
57
Female
38,722
Divorced
0
PhD
null
42.929285
Urban
Basic
null
1
741
9
2020-09-16 15:21:39.267454
Average
Yes
Weekly
Condo
1,209
1,171,402
39
Female
14,072
Single
0
High School
Employed
null
Rural
Comprehensive
null
15
796
4
2020-07-04 15:21:39.092127
Poor
Yes
Rarely
Condo
1,805
1,171,403
58
Male
1,885
Single
4
Bachelor's
Self-Employed
null
Rural
Premium
1
1
509
5
2023-11-28 15:21:39.134960
Average
No
Rarely
House
23
1,171,404
53
Male
48,428
Single
3
PhD
Self-Employed
14.451495
Urban
Premium
0
16
361
9
2024-04-14 15:21:39.205850
null
No
Daily
House
393
1,171,405
51
Male
93,622
Divorced
1
PhD
Unemployed
34.976258
Urban
Comprehensive
0
8
346
4
2022-02-17 15:21:39.120168
Good
No
Weekly
Condo
736
1,171,406
31
Female
65,805
Divorced
4
PhD
Employed
35.794554
Rural
Basic
0
9
483
6
2020-10-14 15:21:39.261856
Average
No
Weekly
House
2,040
1,171,407
44
Male
83,693
Single
3
PhD
null
30.309219
Suburban
Comprehensive
0
3
758
5
2023-10-02 15:21:39.147735
Good
Yes
Weekly
Apartment
381
1,171,408
64
Male
null
Divorced
3
High School
null
17.882296
Urban
Comprehensive
1
9
338
6
2023-03-01 15:21:39.082499
Good
Yes
Weekly
Apartment
587
1,171,409
61
Female
46,810
Divorced
0
High School
Employed
33.573529
Urban
Basic
null
8
414
4
2023-06-11 15:21:39.155231
Good
No
Rarely
House
1,482
1,171,410
32
Male
17,085
Divorced
4
High School
Employed
28.732129
Rural
Premium
null
18
391
6
2020-06-11 15:21:39.237118
Average
No
Rarely
Condo
1,632
1,171,411
31
Male
44,441
Single
0
Bachelor's
Employed
19.918892
Rural
Comprehensive
0
3
584
1
2024-06-11 15:21:39.191219
Poor
No
Daily
Condo
1,117
1,171,412
42
Female
28,195
Single
2
PhD
null
24.63654
Rural
Basic
1
18
740
2
2022-08-26 15:21:39.092127
Poor
No
Rarely
House
1,113
1,171,413
56
Female
69,894
Divorced
null
Master's
null
28.427829
Suburban
Premium
1
9
466
7
2020-05-06 15:21:39.084065
Poor
Yes
Weekly
Apartment
1,840
1,171,414
47
Female
19,686
Divorced
1
PhD
Self-Employed
46.287907
Urban
Comprehensive
null
15
690
3
2023-10-25 15:21:39.170099
Poor
No
Rarely
House
381
1,171,415
55
Male
101,504
Married
0
Bachelor's
Self-Employed
18.505553
Rural
Basic
0
18
457
5
2024-03-04 15:21:39.131192
Good
No
Rarely
House
1,015
1,171,416
51
Male
144,870
Divorced
2
Master's
null
51.943506
Urban
Comprehensive
1
11
483
2
2019-11-02 15:21:39.237118
Average
Yes
Rarely
House
629
1,171,417
37
Female
71,393
Divorced
0
Bachelor's
Unemployed
46.722609
Suburban
Premium
0
7
736
9
2023-10-26 15:21:39.155231
Poor
No
Daily
Apartment
415
1,171,418
30
Female
20,518
Married
2
Master's
Self-Employed
23.055147
Urban
Premium
1
10
846
5
2023-03-27 15:21:39.223901
Good
No
Monthly
Apartment
715
1,171,419
34
Male
34,253
Divorced
3
PhD
Self-Employed
9.874166
Suburban
Basic
null
5
727
3
2022-12-03 15:21:39.098696
Average
Yes
Monthly
Apartment
1,425
1,171,420
22
Female
114,498
Married
4
PhD
null
48.181248
Urban
Comprehensive
null
18
443
1
2021-04-29 15:21:39.188220
Poor
No
Rarely
House
463
1,171,421
37
Female
21,327
Married
2
Bachelor's
Self-Employed
10.346625
Urban
Basic
1
14
655
3
2024-03-24 15:21:39.093681
Good
Yes
Weekly
House
1,119
1,171,422
62
Female
29,760
Married
0
Bachelor's
null
11.935106
Rural
Comprehensive
null
18
null
7
2020-01-27 15:21:39.152732
Poor
No
Rarely
House
218
1,171,423
53
Male
21,526
null
2
High School
Unemployed
18.83749
Rural
Premium
null
16
799
1
2020-05-15 15:21:39.165120
Average
Yes
Daily
Condo
28
1,171,424
31
Male
31,587
Married
3
PhD
Unemployed
33.869133
Suburban
Premium
0
3
652
3
2019-11-14 15:21:39.271453
Good
Yes
Monthly
Condo
1,837
1,171,425
47
Male
66,935
Single
1
High School
Employed
22.826651
Suburban
Premium
2
8
776
5
2021-09-01 15:21:39.237118
null
Yes
Monthly
House
743
1,171,426
29
Female
45,622
Single
1
Master's
null
22.076144
Rural
Comprehensive
0
9
null
7
2021-02-19 15:21:39.091080
Average
Yes
Weekly
Condo
1,358
1,171,427
59
Male
72,281
Married
3
Bachelor's
null
null
Suburban
Basic
0
16
382
8
2022-03-03 15:21:39.174719
Good
Yes
Rarely
Condo
587
1,171,428
25
Female
83,118
Married
4
High School
Unemployed
16.958495
Suburban
Comprehensive
0
4
476
5
2020-07-27 15:21:39.087123
Poor
Yes
Daily
Apartment
2,076
1,171,429
36
Female
31,003
Divorced
3
Master's
null
16.839208
Suburban
Comprehensive
0
14
654
4
2021-03-15 15:21:39.090124
Good
No
Weekly
Apartment
1,730
1,171,430
43
Male
148,433
Married
0
Master's
Employed
null
Suburban
Comprehensive
0
1
null
3
2019-10-16 15:21:39.131192
Poor
Yes
Monthly
House
2,263
1,171,431
60
Male
29,408
Divorced
4
High School
Self-Employed
51.024467
Urban
Premium
0
4
784
3
2020-02-17 15:21:39.155231
Poor
Yes
Rarely
House
1,465
1,171,432
27
Female
28,671
Married
0
Bachelor's
Employed
32.527689
Rural
Premium
0
13
716
5
2023-04-16 15:21:39.255696
Poor
No
Monthly
House
474
1,171,433
37
Male
7,077
Divorced
3
High School
Unemployed
16.48458
Urban
Basic
null
2
785
6
2022-10-26 15:21:39.134960
Poor
Yes
Rarely
House
1,752
1,171,434
54
Male
749
Single
4
High School
Employed
22.824293
Rural
Basic
2
12
null
4
2020-03-12 15:21:39.134960
Poor
Yes
Weekly
Apartment
537
1,171,435
52
Female
63,852
Married
3
Bachelor's
Unemployed
27.56653
Rural
Premium
null
0
569
7
2021-08-28 15:21:39.252145
Poor
No
Rarely
Condo
119
1,171,436
24
Male
null
Single
3
Master's
null
51.452645
Rural
Comprehensive
1
17
674
2
2020-01-30 15:21:39.237118
Poor
No
Weekly
Apartment
993
1,171,437
63
Male
28,881
Married
null
Bachelor's
null
21.848239
Urban
Comprehensive
null
13
573
4
2021-01-19 15:21:39.253660
Poor
No
Rarely
Apartment
1,560
1,171,438
27
Female
13,894
Single
3
Master's
Unemployed
35.979659
Rural
Comprehensive
1
1
592
2
2020-02-22 15:21:39.134960
Poor
Yes
Weekly
Apartment
447
1,171,439
27
Male
10,756
Married
3
Bachelor's
Unemployed
12.873809
Suburban
Basic
0
18
641
5
2021-01-06 15:21:39.165120
Poor
No
Daily
House
2,978
1,171,440
34
Male
56,426
Divorced
4
Bachelor's
null
19.138429
Suburban
Comprehensive
null
15
454
4
2020-08-02 15:21:39.259788
Good
No
Daily
House
2,147
1,171,441
53
Female
7,833
Married
0
Master's
Employed
null
Suburban
Comprehensive
null
12
713
3
2022-07-30 15:21:39.193945
Poor
Yes
Rarely
House
694
1,171,442
28
Female
16,561
Married
4
High School
Unemployed
42.056615
Suburban
Basic
0
18
357
1
2020-10-27 15:21:39.096739
Good
Yes
Daily
Apartment
806
1,171,443
31
Male
31,968
Married
1
PhD
null
9.752466
Suburban
Premium
null
17
null
4
2023-02-20 15:21:39.112553
null
No
Daily
Condo
217
1,171,444
48
Male
51,176
Married
3
High School
Employed
38.827291
Rural
Premium
0
10
343
4
2022-04-25 15:21:39.230483
Poor
No
Monthly
Condo
709
1,171,445
52
Female
19,795
Divorced
3
High School
Employed
36.76446
Suburban
Premium
1
4
435
4
2022-08-22 15:21:39.254678
Average
Yes
Weekly
Condo
2,065
1,171,446
49
Male
20,346
Married
2
PhD
null
48.846262
Urban
Comprehensive
null
3
685
1
2019-10-09 15:21:39.271453
Good
No
Monthly
Apartment
1,118
1,171,447
44
Male
116,689
Single
2
High School
Employed
42.639235
Urban
Basic
null
2
507
1
2023-06-01 15:21:39.126661
null
Yes
Weekly
Condo
1,653
1,171,448
23
Male
4,516
Single
3
PhD
Employed
16.42887
Suburban
Comprehensive
0
19
724
7
2021-02-03 15:21:39.260856
Good
No
Rarely
Apartment
2,892
1,171,449
34
Female
5,538
Married
4
Bachelor's
Self-Employed
35.508401
Suburban
Basic
null
15
310
5
2021-04-18 15:21:39.260856
Average
No
Weekly
House
464
1,171,450
54
Male
17,343
Divorced
4
PhD
Unemployed
44.938589
Suburban
Basic
null
3
510
5
2024-06-01 15:21:39.194829
Good
No
Weekly
Apartment
868
1,171,451
48
Female
1,260
Divorced
0
Bachelor's
null
null
Rural
Basic
null
11
632
2
2021-01-13 15:21:39.254678
Average
Yes
Rarely
Condo
456
1,171,452
24
Female
44,969
Divorced
0
High School
Employed
20.443617
Urban
Basic
null
13
null
8
2024-01-16 15:21:39.248098
Poor
Yes
Weekly
House
910
1,171,453
36
Male
53,983
Single
1
Master's
Employed
48.124214
Rural
Comprehensive
1
4
500
2
2023-01-22 15:21:39.258696
Poor
No
Daily
Apartment
2,376
1,171,454
57
Male
null
Single
3
Master's
Unemployed
24.67572
Rural
Basic
1
18
319
8
2022-11-28 15:21:39.200452
Poor
No
Weekly
Condo
1,107
1,171,455
58
Male
92,675
Married
2
High School
null
25.388837
Suburban
Basic
2
3
502
9
2022-11-30 15:21:39.210805
Poor
Yes
Rarely
House
2,490
1,171,456
56
Female
35,706
Married
1
Bachelor's
Self-Employed
25.284208
Suburban
Premium
null
7
694
1
2021-01-01 15:21:39.122134
Average
No
Weekly
Apartment
974
1,171,457
26
Male
32,752
Divorced
null
PhD
null
12.142574
Suburban
Basic
null
11
558
5
2021-12-30 15:21:39.155231
Poor
Yes
Weekly
House
1,130
1,171,458
54
Male
81,317
Single
3
Bachelor's
Self-Employed
13.803668
Urban
Comprehensive
4
12
454
9
2020-07-28 15:21:39.134960
Poor
No
Weekly
Apartment
239
1,171,459
39
Female
20,897
Single
4
High School
Employed
41.86653
Rural
Comprehensive
0
6
354
1
2022-03-25 15:21:39.218388
Poor
Yes
Weekly
Condo
535
1,171,460
38
Male
38,393
Married
4
PhD
Unemployed
14.231848
Urban
Comprehensive
0
16
636
6
2024-07-05 15:21:39.282785
Poor
Yes
Monthly
Apartment
516
1,171,461
63
Female
7,891
Single
2
High School
null
30.636773
Suburban
Basic
1
7
null
7
2024-04-30 15:21:39.151732
null
Yes
Rarely
Condo
2,468
1,171,462
19
Male
3,308
Married
1
PhD
null
18.726835
Rural
Basic
null
1
400
9
2022-03-18 15:21:39.134960
Poor
Yes
Daily
House
2,771
1,171,463
42
Male
61,662
Divorced
3
Bachelor's
Employed
30.674724
Rural
Premium
1
1
459
6
2020-11-02 15:21:39.134960
Good
Yes
Monthly
Condo
2,044
1,171,464
62
Female
16,109
Married
4
PhD
null
13.697931
Urban
Comprehensive
1
5
418
5
2021-03-27 15:21:39.176717
Average
Yes
Daily
House
2,545
1,171,465
29
Male
39,803
Married
null
High School
Employed
null
Suburban
Premium
null
3
584
3
2019-09-26 15:21:39.085129
Good
Yes
Monthly
House
803
1,171,466
52
Male
44,928
Married
0
High School
Employed
43.926894
Rural
Basic
null
8
null
2
2023-05-28 15:21:39.182597
Poor
No
Monthly
Condo
885
1,171,467
26
Male
54,582
Married
null
Bachelor's
Self-Employed
26.694068
Rural
Basic
1
5
692
1
2024-07-23 15:21:39.084065
null
No
Daily
Condo
3,536
1,171,468
57
Female
9,082
Married
null
Master's
null
33.286816
Suburban
Basic
null
0
578
5
2021-03-11 15:21:39.237118
Average
Yes
Monthly
Apartment
1,219
1,171,469
62
Male
5,089
Married
4
Master's
null
12.180175
Rural
Comprehensive
null
12
462
1
2021-06-03 15:21:39.217387
Poor
Yes
Monthly
House
467
1,171,470
20
Female
54,425
Married
1
High School
null
20.818267
Urban
Basic
null
9
778
1
2023-04-25 15:21:39.171102
Good
Yes
Rarely
Apartment
77
1,171,471
46
Female
10,116
Divorced
0
High School
null
4.099818
Urban
Basic
null
19
619
1
2022-07-08 15:21:39.085129
Poor
Yes
Weekly
House
917
1,171,472
53
Female
27,982
Married
3
PhD
null
33.957392
Suburban
Comprehensive
null
3
658
8
2020-10-01 15:21:39.172097
Poor
No
Rarely
Condo
1,628
1,171,473
32
Male
14,330
Divorced
1
Bachelor's
Self-Employed
36.922723
Suburban
Comprehensive
1
7
null
7
2022-12-20 15:21:39.207847
Poor
Yes
Rarely
House
1,035
1,171,474
27
Male
60,743
Single
4
PhD
null
20.597902
Urban
Comprehensive
0
13
453
8
2024-05-31 15:21:39.205850
Good
Yes
Rarely
House
2,682
1,171,475
59
Female
7,085
Single
3
High School
Self-Employed
25.8957
Rural
Basic
0
1
733
9
2022-04-27 15:21:39.237118
Good
Yes
Monthly
Apartment
1,071
1,171,476
59
Male
48,574
Married
4
High School
null
24.955358
Rural
Comprehensive
null
9
330
8
2023-03-23 15:21:39.092127
Good
Yes
Rarely
House
2,478
1,171,477
58
Male
1,662
Divorced
4
High School
Employed
13.784848
Urban
Comprehensive
null
8
744
7
2024-06-21 15:21:39.263607
Poor
Yes
Rarely
House
320
1,171,478
51
Male
15,589
Married
2
PhD
Employed
15.005828
Rural
Basic
null
6
585
7
2020-12-21 15:21:39.172097
Poor
Yes
Rarely
Condo
22
1,171,479
26
Female
38,991
Divorced
1
High School
Employed
22.414628
Suburban
Premium
null
16
721
9
2021-06-09 15:21:39.134960
Good
No
Weekly
Apartment
1,205
1,171,480
52
Male
36,555
Married
2
Bachelor's
null
27.973602
Urban
Basic
1
1
744
2
2020-01-08 15:21:39.133866
Average
Yes
Rarely
Condo
1,336
1,171,481
28
Male
705
Divorced
null
Master's
null
32.906966
Suburban
Comprehensive
0
15
632
8
2021-10-15 15:21:39.134960
Average
Yes
Daily
Apartment
2,085
1,171,482
61
Female
24,863
Single
null
High School
Unemployed
16.637692
Rural
Comprehensive
1
15
657
6
2023-03-23 15:21:39.166062
Average
No
Rarely
Apartment
890
1,171,483
20
Female
7,760
Single
null
High School
Employed
19.481211
Urban
Comprehensive
null
6
710
3
2019-09-23 15:21:39.185215
Poor
No
Monthly
House
2,462
1,171,484
31
Male
2,628
Divorced
2
PhD
null
9.095048
Rural
Comprehensive
0
11
null
9
2024-06-22 15:21:39.268507
Average
No
Rarely
House
2,102
1,171,485
59
Male
44,380
Divorced
3
High School
Self-Employed
33.67757
Rural
Premium
null
8
694
3
2023-06-15 15:21:39.268507
Average
No
Rarely
House
679
1,171,486
54
Male
17,663
Divorced
2
Master's
null
22.487066
Suburban
Comprehensive
1
1
null
1
2023-04-13 15:21:39.147735
Good
Yes
Rarely
House
1,284
1,171,487
19
Male
43,778
Divorced
null
PhD
null
33.790712
Rural
Basic
null
3
632
8
2023-03-05 15:21:39.187211
Poor
Yes
Monthly
Condo
753
1,171,488
60
Male
18,096
Married
0
Master's
Unemployed
18.394538
Rural
Premium
null
7
511
2
2021-03-17 15:21:39.092127
null
Yes
Monthly
House
830
1,171,489
38
Male
16,092
Married
null
Bachelor's
Employed
23.486434
Rural
Premium
1
17
517
8
2024-03-24 15:21:39.273973
Average
Yes
Rarely
House
1,660
1,171,490
29
Female
null
Single
null
Bachelor's
Unemployed
51.849034
Urban
Premium
null
7
738
8
2022-05-21 15:21:39.087123
Good
No
Daily
House
1,224
1,171,491
26
Female
5,897
Divorced
3
High School
Unemployed
24.672948
Rural
Basic
5
13
464
3
2024-05-06 15:21:39.237118
Good
Yes
Rarely
House
1,008
1,171,492
23
Male
21,959
Single
0
Bachelor's
Self-Employed
41.271744
Suburban
Comprehensive
2
12
370
5
2023-10-24 15:21:39.199447
Good
Yes
Monthly
Apartment
24
1,171,493
21
Male
133,524
Married
1
Master's
Employed
46.658671
Suburban
Premium
null
6
827
7
2023-02-26 15:21:39.172097
null
No
Daily
Condo
2,965
1,171,494
54
Female
21,013
Divorced
2
High School
Self-Employed
37.082086
Rural
Basic
2
9
725
9
2022-04-29 15:21:39.233998
Average
No
Rarely
House
884
1,171,495
29
Female
38,984
Divorced
4
Master's
null
31.539702
Suburban
Comprehensive
null
13
792
7
2020-02-09 15:21:39.134960
Average
Yes
Rarely
Apartment
1,133
1,171,496
29
Male
53,710
Married
1
Bachelor's
Unemployed
32.387946
Rural
Premium
0
4
511
8
2024-03-06 15:21:39.214388
Good
No
Monthly
House
248
1,171,497
29
Female
74,539
Divorced
2
Master's
Unemployed
18.547676
Rural
Comprehensive
1
4
461
4
2022-12-28 15:21:39.279729
Poor
Yes
Monthly
Condo
24
1,171,498
56
Male
null
Married
null
PhD
null
37.535748
Suburban
Basic
null
0
440
5
2022-10-23 15:21:39.154008
Poor
No
Monthly
House
1,903
1,171,499
22
Male
17,107
Single
4
High School
Unemployed
13.066199
Suburban
Comprehensive
0
10
383
1
2024-05-14 15:21:39.131192
Average
Yes
Rarely
Apartment
488