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
10,400
64
Male
17,193
Married
4
Bachelor's
Unemployed
null
Urban
Premium
null
16
602
5
2022-01-22 15:21:39.226954
Good
Yes
Rarely
House
551
10,401
64
Female
20,862
Divorced
1
PhD
null
32.276414
Suburban
Comprehensive
null
1
658
8
2023-08-26 15:21:39.092127
Average
Yes
Weekly
House
1,290
10,402
45
Female
15,274
Single
3
PhD
Self-Employed
35.170541
Suburban
Premium
2
19
523
2
2024-06-01 15:21:39.204790
Good
Yes
Monthly
Condo
1,257
10,403
34
Female
17,078
Married
4
Master's
Employed
45.412049
Rural
Comprehensive
1
18
null
7
2020-08-15 15:21:39.134960
Poor
No
Daily
House
818
10,404
58
Male
11,031
Single
null
High School
Employed
25.794017
Rural
Basic
null
7
773
4
2022-07-16 15:21:39.166062
Average
Yes
Daily
Condo
1,034
10,405
55
Male
23,140
Married
1
PhD
Self-Employed
11.696041
Rural
Comprehensive
3
11
null
4
2024-03-26 15:21:39.175719
Poor
Yes
Weekly
House
1,359
10,406
52
Female
3,432
Single
3
High School
Self-Employed
17.259513
Suburban
Basic
3
1
508
3
2020-05-30 15:21:39.214388
Good
No
Weekly
Condo
1,034
10,407
46
Female
657
Divorced
3
Bachelor's
Unemployed
null
Rural
Comprehensive
3
4
571
6
2020-08-02 15:21:39.097737
Average
Yes
Weekly
Apartment
842
10,408
57
Male
5,057
Divorced
2
High School
Employed
28.89013
Rural
Basic
2
2
430
8
2019-09-19 15:21:39.115178
Good
Yes
Daily
House
772
10,409
28
Female
1,523
Single
1
Master's
Unemployed
37.465814
Urban
Premium
null
10
null
8
2024-01-15 15:21:39.148733
Average
Yes
Monthly
House
3,483
10,410
40
Male
7,086
Single
4
PhD
null
null
Suburban
Comprehensive
0
15
648
2
2021-04-29 15:21:39.205850
Average
No
Weekly
House
1,033
10,411
53
Male
5,857
Married
3
Bachelor's
Self-Employed
29.829605
Suburban
Premium
null
11
422
8
2023-05-15 15:21:39.134960
Average
Yes
Rarely
Apartment
499
10,412
37
Female
1,605
Married
1
Bachelor's
Self-Employed
21.502824
Urban
Premium
null
1
472
6
2021-02-15 15:21:39.155231
Poor
Yes
Monthly
Apartment
739
10,413
51
Male
4,538
Married
1
PhD
null
5.016465
Rural
Premium
2
15
758
6
2021-11-23 15:21:39.286113
Poor
No
Rarely
Apartment
645
10,414
48
Female
60,822
Divorced
2
High School
Unemployed
29.90634
Urban
Premium
null
2
667
5
2020-03-12 15:21:39.191219
Good
Yes
Rarely
Condo
304
10,415
40
Male
1,413
Married
4
Bachelor's
Self-Employed
4.839658
Urban
Basic
3
15
564
7
2021-04-30 15:21:39.134960
Good
Yes
Monthly
House
565
10,416
26
Male
24,897
Single
2
Bachelor's
Self-Employed
21.682387
Suburban
Premium
null
17
382
9
2021-04-24 15:21:39.170099
Average
No
Daily
Condo
2,182
10,417
29
Female
749
Single
3
Bachelor's
Employed
37.430411
Suburban
Premium
null
6
462
4
2021-05-05 15:21:39.255696
null
Yes
Daily
Apartment
2,095
10,418
32
Female
43,842
Divorced
4
PhD
Employed
45.602916
Rural
Basic
1
12
549
9
2022-07-30 15:21:39.134960
Average
Yes
Weekly
House
456
10,419
57
Female
28,006
Married
4
PhD
null
18.157877
Rural
Basic
0
11
841
8
2023-07-02 15:21:39.171102
Average
No
Monthly
Condo
1,049
10,420
55
Female
16,094
Divorced
null
Bachelor's
null
36.420765
Urban
Premium
0
16
null
2
2019-11-09 15:21:39.134960
Good
No
Daily
Condo
809
10,421
23
Male
5,519
Married
4
PhD
Unemployed
16.756844
Rural
Basic
1
2
771
5
2019-10-06 15:21:39.173834
Average
No
Daily
House
2,386
10,422
26
Male
38,991
Divorced
3
Master's
Self-Employed
8.633538
Urban
Comprehensive
null
6
null
5
2019-09-16 15:21:39.204790
Average
Yes
Weekly
Apartment
1,542
10,423
26
Female
29,173
Divorced
2
Master's
null
13.92369
Urban
Comprehensive
null
13
467
1
2023-09-27 15:21:39.237118
Poor
No
Weekly
Condo
910
10,424
47
Male
5,892
Married
2
High School
null
11.087199
Suburban
Comprehensive
1
18
522
9
2024-04-20 15:21:39.134960
Good
No
Weekly
House
1,450
10,425
58
Male
29,069
Married
3
Bachelor's
Self-Employed
22.959418
Suburban
Premium
3
16
438
2
2020-07-10 15:21:39.270454
Good
Yes
Daily
Condo
464
10,426
22
Male
6,461
null
4
Bachelor's
Unemployed
7.751782
Suburban
Premium
null
16
759
9
2022-02-24 15:21:39.191219
Average
No
Monthly
House
2,909
10,427
64
Male
92,457
Divorced
null
PhD
Self-Employed
42.856797
Suburban
Basic
null
15
449
2
2023-08-25 15:21:39.105504
Good
Yes
Weekly
Condo
3,700
10,428
38
Male
129,791
Divorced
4
Bachelor's
Self-Employed
27.426852
Suburban
Basic
null
13
457
3
2023-08-01 15:21:39.155231
Good
No
Monthly
Condo
457
10,429
50
Male
28,685
Married
0
High School
Unemployed
16.016889
Urban
Premium
1
9
587
2
2023-04-18 15:21:39.085129
Poor
No
Rarely
House
1,238
10,430
18
Male
20,982
Married
0
PhD
Unemployed
47.146801
Rural
Premium
0
2
null
1
2024-03-27 15:21:39.155231
Poor
Yes
Rarely
Condo
2,979
10,431
40
Female
134,580
Divorced
4
Master's
Self-Employed
16.475077
Suburban
Basic
2
6
467
8
2019-08-20 15:21:39.211806
Poor
Yes
Monthly
House
2,472
10,432
27
Female
3,513
Single
4
PhD
Self-Employed
22.352989
Urban
Comprehensive
null
16
677
3
2022-06-21 15:21:39.081504
null
No
Rarely
Apartment
1,258
10,433
25
Female
55,076
Married
1
PhD
null
6.893223
Urban
Premium
null
8
306
7
2022-07-26 15:21:39.237118
Average
No
Weekly
House
2,059
10,434
33
Female
12,054
Divorced
4
Master's
null
null
Urban
Comprehensive
1
2
577
8
2019-11-06 15:21:39.185215
Good
Yes
Monthly
Condo
1,647
10,435
45
Male
16,460
Divorced
4
PhD
Self-Employed
22.12658
Urban
Premium
null
19
631
2
2020-05-04 15:21:39.218388
Average
No
Rarely
House
529
10,436
null
Female
8,879
Single
3
High School
null
22.087461
Suburban
Comprehensive
null
17
843
6
2023-07-13 15:21:39.261856
Poor
Yes
Rarely
Condo
463
10,437
46
Male
19,328
Divorced
4
PhD
null
20.592042
Rural
Comprehensive
null
19
647
7
2022-04-24 15:21:39.267454
Average
Yes
Daily
House
296
10,438
53
Male
149,978
Married
null
Bachelor's
null
38.24238
Rural
Comprehensive
null
17
319
6
2023-11-13 15:21:39.266452
null
No
Rarely
Condo
2,817
10,439
39
Female
112
Divorced
2
PhD
Unemployed
43.382278
Urban
Basic
0
2
null
2
2019-12-30 15:21:39.265513
Good
Yes
Monthly
Apartment
1,793
10,440
33
Female
18,259
Married
4
PhD
null
30.087584
Suburban
Premium
1
3
690
9
2020-01-13 15:21:39.155231
Average
Yes
Monthly
Apartment
1,494
10,441
60
Male
5,534
Married
3
Bachelor's
Self-Employed
20.592943
Rural
Basic
0
0
null
7
2019-10-15 15:21:39.224915
Poor
No
Rarely
Condo
1,453
10,442
27
Male
39,042
Married
null
Master's
null
21.494933
Rural
Premium
1
15
421
2
2022-01-23 15:21:39.155231
Poor
Yes
Rarely
Condo
494
10,443
35
Male
38,662
Married
null
Master's
Self-Employed
23.354936
Rural
Premium
2
16
704
5
2019-10-27 15:21:39.228521
Average
Yes
Rarely
House
817
10,444
20
Female
19,403
Divorced
null
High School
Unemployed
23.072084
Rural
Comprehensive
null
7
604
5
2020-10-05 15:21:39.122134
Poor
Yes
Rarely
House
361
10,445
36
Female
81,953
Single
3
PhD
Unemployed
37.09983
Urban
Comprehensive
1
17
572
2
2024-06-02 15:21:39.155231
Average
No
Daily
House
178
10,446
56
Male
14,463
Single
2
PhD
Unemployed
43.39109
Suburban
Comprehensive
null
14
657
5
2020-09-01 15:21:39.155231
Average
No
Rarely
Apartment
1,250
10,447
18
Female
86,490
Single
null
Bachelor's
Employed
27.614816
Suburban
Premium
0
0
597
1
2021-06-20 15:21:39.214388
Good
No
Weekly
Condo
306
10,448
32
Male
8,098
Single
2
PhD
Employed
25.997504
Urban
Premium
null
17
516
6
2022-03-25 15:21:39.120168
Poor
No
Weekly
House
1,298
10,449
32
Male
6,866
Married
0
Master's
null
40.924506
Rural
Premium
null
3
487
5
2024-06-05 15:21:39.091080
Good
Yes
Daily
Condo
2,040
10,450
27
Female
23,755
Single
4
PhD
Unemployed
25.182524
Rural
Premium
1
10
523
8
2020-10-17 15:21:39.112553
null
No
Monthly
Condo
485
10,451
61
Male
3,420
Divorced
4
Master's
Employed
30.637606
Suburban
Basic
3
10
571
6
2022-12-18 15:21:39.134960
Average
Yes
Monthly
Condo
788
10,452
61
Female
12,699
Divorced
2
Bachelor's
Self-Employed
5.72387
Urban
Premium
0
15
759
4
2020-10-21 15:21:39.106582
Poor
Yes
Weekly
Condo
100
10,453
47
Male
null
Divorced
0
High School
Self-Employed
39.593105
Rural
Premium
2
8
343
2
2020-05-29 15:21:39.126661
Average
No
Monthly
Apartment
25
10,454
46
Male
61,662
Divorced
0
Bachelor's
Employed
51.646327
Suburban
Premium
1
14
710
9
2022-07-06 15:21:39.237118
Average
No
Daily
Condo
177
10,455
41
Male
39,729
Married
null
Master's
null
35.506317
Rural
Basic
1
10
798
6
2022-12-26 15:21:39.194829
Poor
No
Daily
Apartment
1,453
10,456
20
Male
17
Single
0
High School
Unemployed
27.237906
Rural
Basic
4
18
834
5
2024-02-15 15:21:39.263607
Poor
No
Weekly
House
393
10,457
59
Male
6,566
Single
0
Master's
Self-Employed
33.071333
Urban
Basic
2
9
695
9
2022-10-13 15:21:39.196387
Good
Yes
Daily
Apartment
567
10,458
36
Male
38,675
Divorced
3
High School
Unemployed
8.796815
Rural
Premium
0
17
446
8
2022-04-20 15:21:39.155231
Poor
No
Weekly
House
1,201
10,459
26
Male
521
Single
0
PhD
null
37.476023
Rural
Comprehensive
null
17
758
4
2020-07-16 15:21:39.079128
Average
Yes
Weekly
Apartment
31
10,460
57
Female
48,728
Married
3
Master's
null
17.391906
Rural
Premium
0
14
504
6
2021-01-01 15:21:39.122134
Good
Yes
Weekly
Apartment
292
10,461
55
Male
26,700
Divorced
0
Master's
null
24.087142
Rural
Comprehensive
1
15
725
2
2022-05-24 15:21:39.278402
Poor
Yes
Weekly
Condo
3,446
10,462
59
Female
6,923
Married
4
Bachelor's
Self-Employed
26.838853
Urban
Premium
0
15
null
5
2021-06-28 15:21:39.176717
Poor
No
Daily
House
472
10,463
31
Female
14,094
Divorced
1
Master's
null
null
Rural
Premium
null
19
null
2
2023-02-17 15:21:39.134960
Poor
No
Rarely
Condo
963
10,464
30
Female
28,470
Divorced
3
Bachelor's
null
9.674633
Suburban
Premium
null
6
751
2
2023-10-24 15:21:39.237118
Poor
Yes
Monthly
Apartment
1,236
10,465
50
Male
11,861
Divorced
4
High School
null
6.049283
Rural
Premium
null
5
473
3
2020-04-01 15:21:39.237118
Poor
No
Monthly
Condo
1,559
10,466
35
Male
30,647
Divorced
2
Master's
Unemployed
8.639761
Suburban
Premium
0
7
526
5
2021-09-09 15:21:39.208842
Poor
No
Weekly
Condo
1,411
10,467
56
Female
5,566
Married
4
PhD
Employed
40.244531
Urban
Basic
null
9
756
2
2022-06-12 15:21:39.125660
Average
No
Weekly
Apartment
40
10,468
54
Male
55,956
Divorced
2
Bachelor's
Unemployed
49.365059
Urban
Comprehensive
null
0
310
2
2021-08-30 15:21:39.089116
Good
No
Weekly
Condo
997
10,469
55
Female
25,651
Single
0
Bachelor's
Self-Employed
26.08882
Suburban
Premium
null
14
370
9
2020-12-14 15:21:39.202448
Poor
No
Daily
Apartment
1,875
10,470
30
Female
60,597
Single
2
Bachelor's
Unemployed
null
Suburban
Comprehensive
0
18
519
2
2022-02-26 15:21:39.103944
Good
No
Monthly
Condo
2,144
10,471
39
Male
23,894
Married
4
High School
Self-Employed
43.574319
Rural
Premium
1
14
509
9
2022-03-10 15:21:39.155231
Average
Yes
Rarely
Condo
2,038
10,472
46
Female
46,797
Married
1
PhD
null
22.591805
Suburban
Comprehensive
null
7
847
2
2020-04-15 15:21:39.155231
Average
Yes
Rarely
Apartment
370
10,473
23
Female
7,071
Divorced
0
Bachelor's
Self-Employed
7.551517
Suburban
Comprehensive
0
15
753
3
2020-09-21 15:21:39.080440
Average
No
Rarely
Apartment
714
10,474
48
Male
37,714
Married
4
High School
Employed
15.755552
Suburban
Comprehensive
1
8
502
6
2019-08-24 15:21:39.171102
Average
No
Rarely
Apartment
821
10,475
53
Male
null
Divorced
3
Bachelor's
Self-Employed
25.859239
Rural
Basic
null
10
310
5
2020-07-20 15:21:39.260856
Average
No
Monthly
House
818
10,476
18
Female
17,784
Married
1
Bachelor's
Self-Employed
26.296317
Rural
Premium
null
12
477
7
2020-03-26 15:21:39.205850
Average
Yes
Weekly
House
446
10,477
64
Male
null
Divorced
4
Master's
Unemployed
45.715921
Rural
Premium
2
8
385
5
2023-10-03 15:21:39.134960
Average
No
Monthly
House
738
10,478
60
Female
15,991
null
null
PhD
null
32.955506
Rural
Comprehensive
1
7
511
2
2022-11-27 15:21:39.204790
Average
No
Monthly
Condo
2,070
10,479
46
Female
20,237
Single
0
Bachelor's
Self-Employed
null
Urban
Basic
null
8
null
7
2024-04-17 15:21:39.146733
Poor
No
Daily
House
2,159
10,480
24
Male
44,883
Single
1
Bachelor's
null
10.674251
Rural
Basic
0
0
null
2
2020-08-27 15:21:39.181605
Poor
No
Daily
Condo
373
10,481
50
Female
55,728
Married
3
Master's
null
null
Rural
Basic
3
19
692
3
2021-10-13 15:21:39.265513
Poor
No
Daily
Condo
547
10,482
20
Male
null
Married
2
PhD
Unemployed
21.923551
Urban
Basic
null
15
329
1
2024-04-04 15:21:39.274993
Good
No
Rarely
Condo
452
10,483
39
Female
29,316
Married
2
Bachelor's
Employed
37.827276
Rural
Comprehensive
0
5
538
6
2023-10-20 15:21:39.273973
Good
No
Daily
House
784
10,484
25
Male
62,139
Single
0
Master's
Employed
37.913173
Suburban
Basic
3
4
802
7
2022-08-23 15:21:39.266452
Good
Yes
Daily
Condo
2,869
10,485
41
Female
24,060
Single
1
Master's
Unemployed
18.710637
Suburban
Basic
null
14
772
4
2020-05-25 15:21:39.276901
Good
Yes
Weekly
Condo
3,120
10,486
52
Male
38,700
Married
1
High School
Self-Employed
11.637749
Rural
Basic
null
17
590
6
2021-05-18 15:21:39.128286
Good
No
Monthly
Apartment
119
10,487
45
Male
5,545
Divorced
0
High School
Unemployed
22.794003
Rural
Premium
null
3
690
9
2023-09-20 15:21:39.201446
Average
Yes
Weekly
Condo
639
10,488
21
Female
47,315
Divorced
null
Master's
Unemployed
14.938145
Suburban
Comprehensive
null
7
434
6
2023-03-27 15:21:39.091080
Good
No
Weekly
Condo
1,256
10,489
64
Female
14,868
Married
3
PhD
Self-Employed
38.471156
Rural
Comprehensive
0
7
null
4
2019-11-25 15:21:39.092127
Good
Yes
Weekly
Apartment
938
10,490
42
Male
1,465
Married
4
Master's
null
null
Rural
Premium
2
7
739
7
2021-09-21 15:21:39.194829
Poor
Yes
Rarely
House
100
10,491
23
Male
627
Divorced
3
Master's
Unemployed
48.829803
Urban
Comprehensive
0
5
407
4
2021-07-24 15:21:39.285112
Good
No
Daily
Apartment
200
10,492
29
Male
38,572
Married
0
Bachelor's
Self-Employed
22.315435
Suburban
Basic
1
4
674
1
2023-01-21 15:21:39.097737
Average
Yes
Rarely
Condo
818
10,493
26
Female
30,361
Divorced
0
PhD
Employed
39.939274
Suburban
Comprehensive
0
1
null
3
2021-07-20 15:21:39.168099
Good
No
Weekly
House
970
10,494
18
Female
86,871
Single
4
Master's
Self-Employed
16.149864
Urban
Premium
0
12
515
6
2021-02-03 15:21:39.265513
Good
No
Daily
House
394
10,495
59
Female
3,563
Married
2
Master's
null
20.392832
Rural
Premium
2
19
719
7
2024-03-19 15:21:39.106582
Good
No
Monthly
Apartment
786
10,496
56
Male
44,181
Married
0
PhD
null
44.898439
Suburban
Comprehensive
3
2
697
1
2021-07-30 15:21:39.093681
null
No
Monthly
House
1,745
10,497
61
Male
28,589
Single
2
Master's
null
23.835565
Urban
Basic
0
5
438
1
2021-10-01 15:21:39.134960
Good
No
Rarely
Condo
641
10,498
61
Male
103,392
Divorced
3
Master's
Unemployed
27.758625
Urban
Comprehensive
null
13
311
6
2020-05-27 15:21:39.237118
Average
No
Monthly
House
822
10,499
63
Female
25,211
Divorced
2
Bachelor's
Employed
36.271558
Urban
Basic
0
9
775
5
2020-10-30 15:21:39.085129
Good
No
Monthly
Condo
456