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
1,195,400
38
Female
106,914
Divorced
1
PhD
Self-Employed
24.755077
Urban
Premium
0
1
459
1
2023-12-16 15:21:39.134960
Average
Yes
Monthly
Condo
1,019
1,195,401
37
Male
522
Single
4
High School
Employed
33.886723
Urban
Premium
2
0
null
7
2023-02-13 15:21:39.192212
Average
Yes
Monthly
Condo
933
1,195,402
37
Male
16,961
Single
4
PhD
Employed
25.049608
Urban
Comprehensive
0
4
572
9
2021-04-24 15:21:39.089116
Average
No
Monthly
House
598
1,195,403
34
Female
3,386
Single
2
Bachelor's
Employed
3.175053
Suburban
Basic
0
6
837
7
2019-10-24 15:21:39.188220
Poor
Yes
Weekly
Condo
497
1,195,404
40
Female
18,244
Single
2
Bachelor's
Employed
17.739538
Rural
Basic
0
1
841
8
2024-08-15 15:21:39.089116
Good
Yes
Monthly
Apartment
2,131
1,195,405
57
Male
518
Divorced
2
PhD
Employed
13.690801
Rural
Premium
1
16
795
1
2024-05-18 15:21:39.155231
Average
Yes
Weekly
House
113
1,195,406
30
Female
16,109
Married
4
Master's
null
21.734675
Suburban
Comprehensive
2
14
845
6
2020-01-18 15:21:39.288099
Good
Yes
Weekly
Apartment
2,549
1,195,407
38
Male
16,149
Single
2
Bachelor's
null
44.87914
Suburban
Comprehensive
null
17
528
7
2022-10-26 15:21:39.155231
Good
No
Monthly
Condo
635
1,195,408
43
Female
479
Married
1
High School
Employed
null
Rural
Basic
0
3
532
9
2020-08-09 15:21:39.223901
Average
Yes
Daily
House
551
1,195,409
53
Female
8,094
Single
4
Bachelor's
Self-Employed
25.369765
Urban
Basic
0
12
null
6
2022-06-13 15:21:39.261856
Average
No
Weekly
House
3,387
1,195,410
54
Female
13,881
Single
2
Master's
Unemployed
23.918061
Rural
Premium
0
11
623
8
2019-11-16 15:21:39.221386
Poor
Yes
Monthly
House
454
1,195,411
23
Female
8,839
Single
1
Bachelor's
Employed
29.995725
Suburban
Premium
1
17
447
2
2023-10-08 15:21:39.237118
Good
No
Weekly
Condo
1,997
1,195,412
23
Male
76,534
Single
3
PhD
null
26.92336
Suburban
Comprehensive
null
11
755
1
2020-05-03 15:21:39.120168
Poor
Yes
Monthly
House
346
1,195,413
19
Female
2,471
Divorced
3
Bachelor's
Unemployed
3.22159
Suburban
Basic
3
1
695
1
2022-06-06 15:21:39.235012
Good
No
Rarely
House
1,417
1,195,414
39
Female
12,810
Divorced
3
Bachelor's
null
16.848687
Rural
Comprehensive
0
3
473
9
2020-06-15 15:21:39.285112
Average
No
Rarely
Condo
589
1,195,415
42
Female
28,307
Single
4
Bachelor's
Employed
22.096908
Urban
Basic
0
10
834
6
2020-10-27 15:21:39.151732
Average
Yes
Daily
Apartment
459
1,195,416
23
Female
44,734
Divorced
1
Master's
Self-Employed
30.957696
Urban
Premium
null
8
733
1
2021-10-16 15:21:39.134960
Poor
No
Rarely
House
693
1,195,417
58
Male
43,841
Single
0
Bachelor's
Employed
34.393039
Urban
Comprehensive
1
0
592
3
2021-10-18 15:21:39.288099
Good
No
Monthly
Apartment
1,302
1,195,418
60
Female
145,646
Divorced
3
Bachelor's
null
22.309927
Rural
Premium
1
4
399
1
2023-05-06 15:21:39.124659
Good
No
Monthly
House
220
1,195,419
33
Female
16,704
Divorced
2
PhD
Self-Employed
6.28356
Suburban
Basic
2
6
485
4
2021-11-02 15:21:39.155231
Good
No
Daily
House
3,088
1,195,420
41
Male
18,912
Married
1
Master's
null
37.676857
Rural
Basic
1
2
716
5
2023-12-12 15:21:39.093681
Good
Yes
Daily
House
2,121
1,195,421
40
Female
null
Single
null
Bachelor's
Self-Employed
8.586422
Suburban
Basic
2
5
425
1
2023-12-29 15:21:39.100695
Poor
Yes
Rarely
Apartment
1,154
1,195,422
46
Female
1,823
Married
4
High School
null
39.816375
Suburban
Basic
1
10
462
3
2020-08-17 15:21:39.267454
Good
Yes
Weekly
Condo
2,538
1,195,423
38
Male
7,062
Single
2
Bachelor's
Employed
33.977952
Rural
Comprehensive
1
18
null
7
2024-01-31 15:21:39.134960
Good
No
Weekly
Apartment
533
1,195,424
53
Male
25,892
Divorced
1
Bachelor's
Unemployed
51.184443
Suburban
Premium
3
2
437
5
2024-03-02 15:21:39.134960
Average
No
Daily
Apartment
1,596
1,195,425
32
Male
17,983
Divorced
4
High School
Unemployed
26.594718
Urban
Comprehensive
1
6
551
9
2020-02-16 15:21:39.283783
Poor
No
Weekly
House
1,310
1,195,426
32
Female
6,717
Divorced
2
PhD
Unemployed
8.384419
Suburban
Comprehensive
null
13
641
5
2023-11-27 15:21:39.134960
Average
No
Rarely
House
793
1,195,427
27
Female
5,094
Married
1
PhD
Unemployed
33.183865
Rural
Basic
null
12
767
9
2021-10-02 15:21:39.122134
Average
No
Weekly
Apartment
521
1,195,428
27
Male
27,862
Divorced
2
Bachelor's
Employed
27.448862
Urban
Basic
0
7
606
9
2024-07-14 15:21:39.121169
Poor
Yes
Rarely
House
1,447
1,195,429
40
Female
23,989
Married
0
PhD
Unemployed
10.473968
Urban
Comprehensive
null
18
395
5
2023-01-31 15:21:39.113566
Average
Yes
Monthly
Condo
1,590
1,195,430
59
Male
10,081
Married
3
PhD
Unemployed
35.587634
Urban
Comprehensive
null
0
775
1
2022-09-07 15:21:39.192212
Good
Yes
Weekly
House
857
1,195,431
41
Female
15,981
Single
4
Master's
null
10.175948
Suburban
Basic
null
0
576
3
2024-04-03 15:21:39.274993
Average
Yes
Weekly
Condo
615
1,195,432
32
Male
9,728
Married
1
Master's
null
25.823891
Rural
Comprehensive
1
18
328
1
2021-08-11 15:21:39.155231
Good
No
Monthly
Condo
49
1,195,433
31
Female
6,051
Single
4
Master's
null
19.2999
Suburban
Comprehensive
1
14
null
4
2023-01-19 15:21:39.237118
Good
No
Weekly
Condo
2,636
1,195,434
25
Female
10,050
Single
3
High School
Unemployed
48.003034
Suburban
Comprehensive
2
3
703
8
2019-10-18 15:21:39.164044
Poor
Yes
Weekly
House
749
1,195,435
38
Female
12,098
Divorced
1
Bachelor's
Self-Employed
40.835657
Rural
Basic
0
11
456
5
2023-10-17 15:21:39.187211
Good
Yes
Weekly
Condo
945
1,195,436
28
Female
3,088
Divorced
1
PhD
null
26.911326
Rural
Premium
null
17
519
8
2023-11-06 15:21:39.285112
Average
Yes
Rarely
Apartment
1,935
1,195,437
32
Male
7,051
Divorced
1
High School
Employed
17.020739
Urban
Premium
1
4
null
1
2019-11-14 15:21:39.155231
Average
Yes
Monthly
House
638
1,195,438
44
Female
12,097
Single
4
PhD
Employed
9.788005
Rural
Comprehensive
0
10
531
9
2023-05-22 15:21:39.237118
Average
Yes
Weekly
Condo
621
1,195,439
48
Female
80,542
Divorced
4
High School
Self-Employed
25.940926
Rural
Basic
null
15
null
2
2023-10-30 15:21:39.266452
Poor
Yes
Monthly
Apartment
248
1,195,440
27
Male
9,494
Married
3
High School
Employed
27.29754
Urban
Comprehensive
2
4
490
6
2020-03-21 15:21:39.270454
Average
No
Rarely
House
3,490
1,195,441
25
Female
102,096
Married
null
Master's
Self-Employed
28.633224
Rural
Basic
1
3
394
8
2022-05-28 15:21:39.276901
Poor
No
Monthly
Apartment
795
1,195,442
45
Female
11,954
Married
2
Bachelor's
null
28.166066
Rural
Basic
0
12
549
7
2024-03-12 15:21:39.237118
Poor
Yes
Rarely
House
1,891
1,195,443
61
Male
5,714
Divorced
0
PhD
null
20.163036
Suburban
Premium
0
18
735
1
2022-05-24 15:21:39.192212
Poor
Yes
Monthly
House
1,168
1,195,444
39
Female
39,698
Single
4
Master's
Unemployed
28.478021
Urban
Comprehensive
0
16
439
6
2021-11-21 15:21:39.237118
Average
No
Daily
Apartment
881
1,195,445
45
Female
8,096
Married
4
Bachelor's
Self-Employed
51.967422
Rural
Premium
2
6
470
9
2021-03-19 15:21:39.172097
Good
Yes
Rarely
Apartment
756
1,195,446
23
Male
75,594
Married
2
Bachelor's
Unemployed
31.777924
Rural
Basic
0
11
415
2
2021-07-19 15:21:39.181605
Poor
No
Daily
Condo
618
1,195,447
60
Female
12,791
Married
3
PhD
null
16.641265
Suburban
Premium
0
5
null
8
2022-04-08 15:21:39.134960
Poor
No
Rarely
Condo
748
1,195,448
32
Female
2,576
Single
0
Master's
null
23.895648
Rural
Premium
null
5
650
5
2020-06-15 15:21:39.211806
Good
No
Rarely
Condo
130
1,195,449
35
Female
89,323
Married
3
Bachelor's
Self-Employed
17.793045
Rural
Basic
0
4
815
1
2020-08-01 15:21:39.272456
Poor
No
Rarely
House
118
1,195,450
44
Female
44,976
Single
2
Master's
Unemployed
13.96699
Rural
Comprehensive
null
0
695
2
2021-10-21 15:21:39.134960
Poor
No
Rarely
Apartment
767
1,195,451
63
Male
71,082
Single
null
High School
Unemployed
28.252519
Rural
Comprehensive
2
7
622
5
2020-08-07 15:21:39.087123
Poor
Yes
Monthly
House
3,625
1,195,452
18
Female
20,994
Divorced
2
Bachelor's
null
27.69381
Rural
Comprehensive
2
8
421
1
2020-07-29 15:21:39.185215
Poor
No
Daily
Apartment
434
1,195,453
59
Female
61,898
null
1
Bachelor's
Employed
29.173926
Rural
Premium
null
8
331
8
2024-02-29 15:21:39.172097
Poor
No
Weekly
House
2,799
1,195,454
48
Female
72,467
Married
2
High School
Employed
55.010557
Suburban
Comprehensive
2
13
313
9
2020-05-22 15:21:39.112553
Poor
Yes
Rarely
Condo
1,455
1,195,455
26
Female
132,564
Single
2
Bachelor's
null
null
Urban
Premium
0
3
310
6
2023-11-11 15:21:39.190215
Average
No
Weekly
House
1,173
1,195,456
33
Male
8,399
Married
2
PhD
Unemployed
20.984262
Urban
Comprehensive
1
11
692
4
2022-02-02 15:21:39.134960
Average
Yes
Rarely
House
1,225
1,195,457
26
Female
59,768
Single
1
Bachelor's
Unemployed
26.739356
Suburban
Premium
1
11
null
9
2019-11-18 15:21:39.168099
Average
Yes
Weekly
Apartment
2,144
1,195,458
33
Female
16,285
Divorced
2
PhD
null
38.378048
Urban
Premium
0
18
662
3
2021-10-15 15:21:39.290098
Good
Yes
Daily
Apartment
1,134
1,195,459
61
Male
9,989
Married
2
PhD
Employed
49.897708
Rural
Comprehensive
1
18
null
3
2022-09-14 15:21:39.102694
Average
No
Weekly
Condo
1,033
1,195,460
51
Female
45,969
Married
null
Bachelor's
null
14.091202
Rural
Comprehensive
null
4
481
3
2022-09-01 15:21:39.237118
Average
No
Daily
House
431
1,195,461
26
Male
12,061
Married
1
High School
Unemployed
16.859556
Urban
Premium
null
8
513
1
2020-06-10 15:21:39.237118
Poor
Yes
Rarely
Condo
918
1,195,462
40
Male
2,643
Divorced
0
Master's
Employed
23.92224
Urban
Basic
1
4
554
8
2023-10-24 15:21:39.155231
Poor
No
Daily
Apartment
373
1,195,463
25
Male
null
Married
4
High School
Self-Employed
21.595987
Suburban
Basic
null
15
307
1
2022-12-25 15:21:39.236064
Good
Yes
Rarely
Condo
843
1,195,464
20
Female
1,318
Divorced
0
Master's
Self-Employed
12.829278
Rural
Basic
0
18
null
4
2024-07-24 15:21:39.155231
Average
Yes
Rarely
Condo
35
1,195,465
53
Female
58,891
Single
2
Master's
Employed
40.055715
Urban
Basic
0
14
635
3
2023-11-18 15:21:39.247098
Average
Yes
Weekly
Condo
49
1,195,466
40
Female
7,042
Married
4
Bachelor's
Unemployed
19.485927
Urban
Basic
0
10
308
9
2024-01-19 15:21:39.228521
Average
Yes
Weekly
House
1,006
1,195,467
53
Female
1,166
Married
3
Bachelor's
null
null
Urban
Premium
0
4
522
2
2021-01-25 15:21:39.176717
Good
Yes
Monthly
Condo
1,429
1,195,468
23
Female
2,102
Divorced
2
PhD
Employed
46.172675
Urban
Comprehensive
null
6
827
5
2019-10-04 15:21:39.189223
Good
Yes
Rarely
Apartment
807
1,195,469
58
Female
40,978
Divorced
1
Master's
null
27.929206
Urban
Comprehensive
0
0
731
5
2022-10-29 15:21:39.085129
Average
Yes
Monthly
Condo
38
1,195,470
21
Female
10,031
Single
4
Bachelor's
null
17.71167
Urban
Comprehensive
0
16
null
9
2022-07-03 15:21:39.188220
Good
No
Weekly
House
824
1,195,471
61
Female
16,091
Divorced
2
PhD
null
21.824073
Rural
Premium
1
18
706
2
2022-03-23 15:21:39.237118
null
No
Monthly
House
695
1,195,472
24
Female
2,513
Married
2
High School
null
49.913266
Urban
Comprehensive
null
12
495
5
2023-06-21 15:21:39.255696
Good
No
Monthly
House
1,420
1,195,473
35
Male
6,094
Divorced
0
High School
Self-Employed
9.39876
Urban
Premium
null
10
null
7
2023-08-02 15:21:39.086123
Average
No
Weekly
Apartment
476
1,195,474
31
Female
76,743
Married
0
Bachelor's
Employed
30.058582
Suburban
Basic
1
2
786
9
2022-07-31 15:21:39.283783
Average
Yes
Monthly
House
195
1,195,475
55
Male
75,911
Single
0
High School
null
null
Rural
Basic
0
11
null
7
2023-11-25 15:21:39.111551
Poor
Yes
Weekly
Condo
3,126
1,195,476
25
Female
1,668
Single
0
High School
null
11.012644
Rural
Premium
1
10
614
5
2020-08-24 15:21:39.134960
Good
No
Daily
Apartment
35
1,195,477
52
Male
68,683
Single
null
Bachelor's
Unemployed
31.7841
Suburban
Comprehensive
0
19
677
8
2022-11-18 15:21:39.133866
Good
Yes
Daily
Condo
100
1,195,478
62
Female
2,369
Married
0
PhD
Self-Employed
26.257982
Suburban
Premium
null
10
787
4
2020-03-16 15:21:39.134960
Average
No
Daily
Condo
26
1,195,479
39
Male
19,536
Divorced
0
Bachelor's
null
13.961042
Suburban
Premium
null
19
null
4
2020-06-01 15:21:39.190215
Good
No
Monthly
Condo
447
1,195,480
46
Male
14,891
Married
4
High School
Self-Employed
50.706039
Rural
Basic
null
10
522
4
2020-05-10 15:21:39.216387
Poor
Yes
Rarely
Condo
1,252
1,195,481
53
Male
34,181
Married
0
High School
Unemployed
15.671628
Urban
Comprehensive
1
16
519
2
2021-12-03 15:21:39.155231
Average
No
Rarely
Condo
933
1,195,482
20
Male
36,614
Divorced
3
High School
Self-Employed
22.481207
Suburban
Basic
null
7
355
7
2019-09-06 15:21:39.147735
null
Yes
Daily
House
602
1,195,483
42
Female
70,631
Divorced
0
Master's
Unemployed
26.454475
Suburban
Premium
null
6
658
1
2023-03-30 15:21:39.256696
Good
No
Weekly
House
100
1,195,484
20
Female
14,891
Single
4
Master's
Self-Employed
20.497067
Rural
Basic
1
13
516
2
2021-12-20 15:21:39.155231
Good
Yes
Monthly
House
2,094
1,195,485
36
Male
16,333
Single
3
Bachelor's
Self-Employed
44.718979
Rural
Premium
1
4
615
4
2020-07-05 15:21:39.134960
Good
Yes
Monthly
Condo
282
1,195,486
56
Female
83,768
Married
3
PhD
Self-Employed
null
Suburban
Comprehensive
1
13
546
7
2022-01-19 15:21:39.193945
null
No
Daily
Condo
1,203
1,195,487
59
Female
20,300
Married
2
Master's
Employed
47.040314
Urban
Comprehensive
null
4
463
4
2023-04-14 15:21:39.134960
Good
Yes
Monthly
Apartment
857
1,195,488
61
Male
1,604
Married
3
Master's
null
18.238819
Suburban
Comprehensive
2
4
537
4
2023-06-06 15:21:39.082499
Poor
No
Monthly
House
3,276
1,195,489
50
Female
34,389
Single
3
Bachelor's
Self-Employed
38.766791
Urban
Basic
1
16
669
9
2024-06-27 15:21:39.090124
Good
No
Weekly
House
454
1,195,490
47
Male
2,744
Married
3
Master's
null
52.068724
Rural
Basic
0
9
470
1
2023-09-11 15:21:39.180553
Average
No
Rarely
House
1,253
1,195,491
53
Male
13,571
Married
1
Master's
null
17.764277
Suburban
Basic
1
11
742
5
2021-11-02 15:21:39.191219
Poor
No
Rarely
Condo
431
1,195,492
27
Male
2,470
Single
4
PhD
null
42.781711
Urban
Basic
1
11
452
8
2024-02-07 15:21:39.245086
Good
No
Daily
House
989
1,195,493
57
Female
27,863
Divorced
3
High School
Unemployed
25.907652
Urban
Premium
0
0
null
1
2021-05-24 15:21:39.267454
Average
Yes
Weekly
Condo
1,188
1,195,494
59
Male
3,381
Single
2
Bachelor's
Self-Employed
41.504858
Urban
Comprehensive
1
15
388
8
2022-06-20 15:21:39.154008
Good
Yes
Rarely
Condo
2,413
1,195,495
55
Male
null
Divorced
null
PhD
null
30.898262
Suburban
Premium
2
13
446
4
2020-02-18 15:21:39.155231
Good
No
Weekly
House
462
1,195,496
18
Female
20,892
Married
0
High School
null
31.955791
Rural
Basic
null
16
718
4
2022-05-19 15:21:39.180553
Average
No
Weekly
Condo
446
1,195,497
18
Female
4,431
Single
3
High School
Employed
15.983017
Suburban
Basic
null
9
771
9
2020-11-15 15:21:39.087123
Average
Yes
Rarely
House
2,035
1,195,498
51
Male
25,155
Single
0
Bachelor's
Self-Employed
27.726368
Suburban
Premium
null
12
400
3
2020-11-03 15:21:39.288099
Poor
No
Monthly
Condo
819
1,195,499
60
Female
25,029
Divorced
2
PhD
Employed
25.052533
Suburban
Comprehensive
0
12
324
3
2023-12-23 15:21:39.152732
Good
Yes
Rarely
House
1,242