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
13,400
19
Male
116,995
Divorced
0
Bachelor's
null
23.525646
Urban
Basic
1
15
400
8
2020-01-03 15:21:39.268507
Average
Yes
Weekly
House
428
13,401
55
Male
94,586
Married
3
Master's
Unemployed
45.847302
Urban
Comprehensive
null
12
476
3
2019-12-05 15:21:39.237118
Poor
No
Rarely
Condo
2,721
13,402
53
Female
50,914
Divorced
0
High School
Self-Employed
22.581147
Suburban
Comprehensive
null
2
364
6
2024-05-31 15:21:39.155231
Average
Yes
Daily
Apartment
834
13,403
63
Female
2,639
Divorced
2
Bachelor's
null
11.738169
Suburban
Comprehensive
4
13
695
9
2021-04-13 15:21:39.155231
Good
Yes
Monthly
Condo
618
13,404
23
Male
25,148
Married
3
Master's
null
25.788632
Rural
Comprehensive
1
17
595
1
2021-04-29 15:21:39.096739
Good
No
Monthly
Condo
1,139
13,405
53
Male
12,835
Married
null
Master's
Employed
42.547806
Urban
Basic
0
8
810
9
2020-01-10 15:21:39.134960
Good
No
Monthly
Apartment
519
13,406
37
Male
17,175
Divorced
null
Bachelor's
null
28.151526
Suburban
Comprehensive
3
14
544
2
2022-11-28 15:21:39.134960
Average
No
Rarely
House
3,485
13,407
53
Female
32,163
Married
3
High School
Self-Employed
29.829238
Suburban
Comprehensive
0
0
null
3
2023-10-18 15:21:39.237118
Good
No
Weekly
Condo
2,096
13,408
45
Male
23,590
Single
0
High School
Employed
null
Urban
Premium
2
11
619
4
2020-10-02 15:21:39.155231
Average
No
Rarely
Apartment
1,242
13,409
30
Male
30,980
Married
2
Bachelor's
null
49.251007
Urban
Premium
1
11
609
7
2023-02-15 15:21:39.189223
Good
Yes
Daily
Apartment
736
13,410
35
Female
118,307
Married
null
High School
null
6.865669
Rural
Basic
1
18
764
5
2022-01-26 15:21:39.105504
Average
Yes
Daily
Apartment
118
13,411
32
Male
209
Divorced
4
PhD
null
20.754977
Suburban
Basic
1
17
801
3
2023-03-06 15:21:39.287115
Poor
Yes
Daily
Apartment
576
13,412
37
Male
29,453
Divorced
2
PhD
null
13.774975
Suburban
Comprehensive
2
14
513
8
2024-03-28 15:21:39.283783
Average
No
Daily
Condo
664
13,413
19
Male
30,559
Divorced
2
High School
Unemployed
16.952521
Rural
Comprehensive
1
7
666
2
2021-09-19 15:21:39.204790
Average
Yes
Weekly
Apartment
171
13,414
26
Female
39,716
Divorced
3
Master's
Employed
22.078269
Urban
Basic
0
18
589
2
2023-04-29 15:21:39.172097
Good
No
Weekly
Condo
981
13,415
52
Male
143,401
Single
0
PhD
Employed
null
Urban
Basic
0
16
null
4
2020-02-13 15:21:39.237118
Good
No
Weekly
Condo
3,180
13,416
null
Male
5,991
Married
2
Master's
Unemployed
33.929574
Rural
Premium
1
6
642
2
2024-03-18 15:21:39.194829
Poor
No
Monthly
Apartment
394
13,417
45
Male
41,087
Divorced
4
Master's
null
13.822213
Urban
Premium
2
2
611
9
2020-11-26 15:21:39.134960
Average
No
Daily
Apartment
886
13,418
20
Male
45,660
Divorced
null
High School
Unemployed
26.07186
Rural
Premium
1
5
501
1
2024-06-14 15:21:39.290098
Good
No
Daily
Condo
3,836
13,419
40
Female
18,371
Divorced
0
PhD
Self-Employed
11.641188
Urban
Basic
1
16
522
9
2020-06-28 15:21:39.207847
Good
Yes
Daily
Apartment
484
13,420
47
Male
26,804
null
4
Master's
Self-Employed
20.761191
Rural
Premium
0
7
null
7
2021-04-15 15:21:39.185215
Poor
Yes
Weekly
House
240
13,421
42
Male
37,198
Single
null
PhD
Unemployed
33.384762
Rural
Basic
1
2
678
9
2019-11-09 15:21:39.116179
Good
No
Rarely
House
3,249
13,422
59
Female
38,255
Married
2
High School
Self-Employed
11.266579
Rural
Comprehensive
2
0
474
6
2020-04-08 15:21:39.176717
Average
No
Rarely
House
1,147
13,423
39
Male
478
Married
4
Bachelor's
null
10.925945
Urban
Basic
0
17
503
2
2021-10-16 15:21:39.225916
Good
Yes
Rarely
Condo
1,395
13,424
null
Male
28,665
Single
0
PhD
Employed
32.170553
Suburban
Basic
null
19
837
7
2020-11-19 15:21:39.113566
Poor
No
Weekly
House
463
13,425
63
Female
2,096
Divorced
4
Master's
null
34.27496
Rural
Basic
0
3
775
2
2019-10-18 15:21:39.081504
Average
No
Rarely
Apartment
36
13,426
19
Female
82,893
Divorced
4
Master's
Unemployed
5.589829
Suburban
Comprehensive
0
4
418
4
2021-08-18 15:21:39.282785
Good
Yes
Monthly
Condo
694
13,427
34
Female
90,201
Married
3
Master's
Employed
23.774418
Urban
Basic
null
1
691
9
2022-10-30 15:21:39.237118
Average
Yes
Daily
Condo
90
13,428
51
Female
24,761
Married
0
High School
null
7.058758
Rural
Premium
null
9
569
5
2023-12-23 15:21:39.224915
Good
No
Daily
Apartment
38
13,429
22
Female
44,938
Single
null
Bachelor's
Employed
11.085471
Urban
Premium
1
16
718
7
2022-03-07 15:21:39.237118
Good
Yes
Weekly
Apartment
795
13,430
44
Male
2,172
Divorced
4
PhD
Self-Employed
23.996444
Rural
Premium
null
3
449
8
2021-01-04 15:21:39.179186
Good
Yes
Rarely
House
681
13,431
36
Male
null
Single
0
PhD
Self-Employed
32.719263
Urban
Comprehensive
1
14
477
1
2020-12-13 15:21:39.237118
Poor
No
Monthly
Condo
24
13,432
55
Male
16,072
Divorced
2
Bachelor's
Self-Employed
13.886726
Suburban
Comprehensive
null
19
593
3
2021-06-16 15:21:39.121169
Poor
No
Rarely
House
1,710
13,433
19
Female
null
Divorced
3
PhD
null
30.716153
Rural
Basic
2
4
391
3
2022-06-09 15:21:39.081504
Good
Yes
Monthly
House
37
13,434
27
Male
51,148
Divorced
3
High School
Self-Employed
25.907749
Rural
Premium
0
0
713
1
2023-12-13 15:21:39.129190
Average
Yes
Weekly
House
326
13,435
36
Female
26,625
Single
3
High School
Self-Employed
35.735997
Suburban
Comprehensive
null
13
null
2
2021-09-01 15:21:39.101733
Good
Yes
Daily
Apartment
543
13,436
44
Male
15,126
Divorced
2
High School
Employed
null
Suburban
Comprehensive
null
12
639
8
2020-03-22 15:21:39.188220
Poor
Yes
Monthly
House
881
13,437
45
Male
62,674
Single
null
Master's
Self-Employed
33.86567
Rural
Comprehensive
1
11
431
7
2020-05-18 15:21:39.172097
Average
No
Rarely
House
925
13,438
44
Male
391
Divorced
null
PhD
Self-Employed
14.551973
Urban
Basic
0
6
597
5
2022-07-05 15:21:39.261856
Good
Yes
Monthly
Condo
1,407
13,439
18
Male
30,647
Single
4
High School
null
31.231636
Rural
Comprehensive
null
2
null
9
2024-07-09 15:21:39.226954
Good
Yes
Weekly
House
240
13,440
47
Female
35,139
Married
1
PhD
null
22.324737
Urban
Comprehensive
4
2
573
2
2022-11-09 15:21:39.168099
Average
No
Daily
Condo
459
13,441
43
Male
18,059
Single
3
PhD
Employed
36.993746
Rural
Comprehensive
0
12
481
7
2023-04-04 15:21:39.134960
Poor
Yes
Weekly
Apartment
612
13,442
18
Female
45,106
Single
0
Master's
Unemployed
19.737989
Rural
Basic
0
14
618
9
2024-05-31 15:21:39.134960
Average
No
Monthly
Condo
516
13,443
60
Male
37,628
Single
1
Bachelor's
null
40.565799
Urban
Basic
2
11
696
8
2022-02-22 15:21:39.089116
Good
Yes
Weekly
Condo
1,231
13,444
44
Female
69,523
Divorced
2
High School
Self-Employed
24.847286
Rural
Comprehensive
0
9
382
6
2023-09-11 15:21:39.134960
null
No
Weekly
Condo
2,109
13,445
57
Female
70,533
Divorced
null
PhD
Self-Employed
15.132515
Urban
Comprehensive
1
2
331
7
2024-03-11 15:21:39.180553
Good
Yes
Monthly
House
859
13,446
61
Male
8,098
Married
null
High School
null
8.914439
Rural
Premium
0
1
541
6
2023-11-11 15:21:39.091080
Good
Yes
Daily
Condo
309
13,447
63
Male
7,097
Married
2
High School
Unemployed
44.774936
Urban
Basic
1
18
639
7
2021-07-01 15:21:39.095696
Good
Yes
Rarely
Condo
3,378
13,448
52
Female
40,422
Single
null
High School
null
8.835411
Urban
Premium
1
16
444
8
2022-02-02 15:21:39.245086
Average
Yes
Monthly
Condo
1,258
13,449
42
Male
81,604
Married
4
Bachelor's
null
51.118401
Rural
Comprehensive
2
14
707
3
2023-11-22 15:21:39.172097
Poor
No
Monthly
Apartment
801
13,450
33
Female
70,635
Divorced
null
PhD
null
38.751144
Rural
Premium
2
8
476
5
2020-02-16 15:21:39.132191
Average
No
Rarely
Condo
2,588
13,451
51
Male
82,341
Married
1
Bachelor's
null
36.71924
Suburban
Premium
2
17
394
3
2024-05-31 15:21:39.128286
Good
Yes
Monthly
Apartment
966
13,452
45
Male
11,316
Divorced
3
Bachelor's
null
42.058805
Rural
Premium
null
12
632
1
2023-07-13 15:21:39.155231
Poor
Yes
Rarely
Condo
553
13,453
58
Male
60,325
Divorced
3
PhD
null
34.137629
Rural
Comprehensive
null
11
373
2
2020-02-08 15:21:39.254678
null
Yes
Daily
Condo
202
13,454
59
Female
79,159
Single
3
Master's
null
34.984409
Suburban
Basic
null
18
581
8
2020-03-13 15:21:39.247098
Average
No
Daily
Condo
91
13,455
59
Male
59,611
Single
1
High School
null
15.223802
Urban
Comprehensive
3
19
710
9
2020-07-12 15:21:39.155231
Average
No
Rarely
Condo
2,156
13,456
27
Female
121,764
Married
0
PhD
Self-Employed
48.826937
Rural
Premium
0
14
442
1
2022-06-04 15:21:39.081504
Good
No
Rarely
Apartment
2,429
13,457
56
Male
3,985
Married
0
Bachelor's
Unemployed
28.865278
Urban
Premium
0
7
760
1
2022-07-15 15:21:39.155231
Average
Yes
Rarely
House
3,607
13,458
42
Female
46,269
Divorced
3
High School
null
26.64638
Rural
Basic
0
12
809
8
2024-01-11 15:21:39.210805
Poor
Yes
Monthly
Apartment
913
13,459
38
Female
49,655
Married
4
High School
null
25.795063
Rural
Premium
0
3
766
9
2020-08-21 15:21:39.155231
Average
Yes
Weekly
Apartment
86
13,460
51
Male
43,778
Divorced
null
PhD
Unemployed
35.121341
Suburban
Basic
1
5
null
1
2020-01-19 15:21:39.177724
Average
No
Monthly
House
1,714
13,461
37
Male
120,997
Single
null
PhD
Self-Employed
19.078388
Rural
Premium
1
4
627
1
2023-09-03 15:21:39.088124
Poor
Yes
Monthly
Apartment
276
13,462
24
Female
6,040
Single
null
High School
null
37.257924
Suburban
Basic
2
15
665
7
2023-02-21 15:21:39.266452
Average
No
Weekly
Apartment
182
13,463
26
Female
28,791
Single
1
High School
null
41.597938
Urban
Premium
null
15
693
6
2021-08-24 15:21:39.222387
Poor
Yes
Monthly
House
2,392
13,464
19
Male
49,342
Single
3
Bachelor's
Self-Employed
47.895069
Urban
Comprehensive
2
7
607
7
2020-01-14 15:21:39.134960
null
Yes
Daily
Condo
1,002
13,465
60
Female
2,844
Single
null
Bachelor's
Employed
25.635834
Rural
Comprehensive
2
11
476
4
2024-08-04 15:21:39.134960
Average
Yes
Daily
Apartment
40
13,466
29
Male
32,920
Divorced
1
PhD
Unemployed
35.507787
Urban
Comprehensive
null
10
null
7
2022-09-14 15:21:39.237118
Poor
Yes
Monthly
House
973
13,467
null
Female
null
Married
4
Master's
Employed
29.828907
Urban
Premium
0
2
366
3
2022-05-20 15:21:39.237118
Good
No
Rarely
Apartment
1,073
13,468
38
Female
1,564
Divorced
2
Bachelor's
Employed
34.69791
Suburban
Premium
2
19
583
4
2021-05-01 15:21:39.148733
Good
No
Monthly
Apartment
1,327
13,469
30
Male
120,152
null
null
PhD
Employed
14.492934
Suburban
Comprehensive
2
0
null
8
2022-07-16 15:21:39.111551
Good
No
Daily
Condo
1,266
13,470
64
Female
18,425
Single
3
Bachelor's
null
30.180105
Suburban
Premium
0
0
843
2
2020-09-26 15:21:39.185215
Good
Yes
Daily
Apartment
725
13,471
63
Female
31,211
Divorced
2
Bachelor's
Self-Employed
28.443072
Urban
Premium
0
8
751
4
2023-08-24 15:21:39.098696
Average
Yes
Rarely
Condo
598
13,472
49
Male
53,151
Single
0
Master's
null
9.353835
Suburban
Comprehensive
2
0
699
9
2019-10-28 15:21:39.175719
Average
No
Daily
House
2,355
13,473
62
Female
14,097
Single
null
High School
null
null
Urban
Basic
0
18
null
4
2023-06-28 15:21:39.231531
Poor
Yes
Weekly
House
1,658
13,474
21
Male
null
Single
2
High School
Employed
30.534617
Suburban
Comprehensive
0
12
584
5
2024-06-10 15:21:39.152732
Good
No
Monthly
Apartment
341
13,475
32
Male
24,330
Single
4
Master's
Employed
8.977157
Urban
Basic
0
6
595
1
2021-08-07 15:21:39.148733
Good
No
Daily
Condo
1,758
13,476
44
Male
4,978
Divorced
3
Bachelor's
Unemployed
12.954731
Rural
Premium
1
0
612
5
2021-12-15 15:21:39.132191
Good
No
Rarely
Apartment
26
13,477
55
Male
65,869
Divorced
0
Bachelor's
null
31.518869
Suburban
Premium
null
5
382
1
2021-09-28 15:21:39.084065
Poor
No
Daily
Apartment
1,710
13,478
46
Male
38,786
Married
4
Bachelor's
null
44.848152
Urban
Premium
2
17
638
5
2019-12-24 15:21:39.085129
Good
No
Weekly
House
1,595
13,479
35
Female
7,868
null
0
PhD
Self-Employed
26.807073
Suburban
Comprehensive
0
16
734
2
2020-04-07 15:21:39.259788
Average
No
Rarely
Condo
898
13,480
58
Female
43,489
Single
1
PhD
Employed
35.411746
Urban
Basic
1
8
618
3
2021-11-16 15:21:39.148733
Average
Yes
Daily
Condo
816
13,481
63
Female
4,813
Married
2
High School
null
null
Rural
Premium
null
19
764
9
2020-03-28 15:21:39.283783
Good
No
Weekly
Condo
790
13,482
53
Male
33,490
Married
4
High School
Unemployed
35.271321
Suburban
Basic
null
3
null
4
2021-10-15 15:21:39.122134
Average
Yes
Monthly
House
491
13,483
38
Female
9,894
Divorced
1
PhD
null
5.985856
Urban
Comprehensive
2
17
null
8
2022-12-19 15:21:39.122134
Average
Yes
Rarely
Apartment
1,046
13,484
56
Male
1,345
Single
1
Bachelor's
Unemployed
50.704896
Suburban
Basic
2
19
701
3
2022-06-28 15:21:39.230483
Good
Yes
Rarely
Condo
478
13,485
32
Female
25,481
Single
1
Bachelor's
null
null
Rural
Basic
0
4
635
8
2021-02-03 15:21:39.123711
Poor
Yes
Weekly
Condo
831
13,486
58
Male
65,910
Married
4
High School
Employed
48.266976
Rural
Basic
1
4
437
5
2024-02-13 15:21:39.155231
Poor
No
Weekly
House
112
13,487
58
Male
17,078
Divorced
0
Master's
Unemployed
16.040423
Suburban
Premium
2
3
762
1
2024-06-28 15:21:39.271453
Poor
No
Monthly
Condo
2,266
13,488
27
Male
17,256
Divorced
2
Bachelor's
null
4.22801
Rural
Basic
null
5
688
2
2021-12-11 15:21:39.144722
Average
Yes
Daily
Condo
1,072
13,489
48
Male
24,370
Divorced
3
Bachelor's
null
12.089702
Suburban
Basic
null
4
497
6
2019-09-20 15:21:39.155231
Good
No
Weekly
House
215
13,490
19
Male
6,093
Divorced
1
Master's
Employed
28.41057
Urban
Comprehensive
3
2
702
1
2021-07-26 15:21:39.188220
Poor
Yes
Rarely
House
2,481
13,491
64
Male
41,607
Single
4
PhD
null
14.13579
Suburban
Premium
null
11
null
1
2020-08-04 15:21:39.194829
Average
Yes
Monthly
House
298
13,492
42
Male
71,673
Married
0
Bachelor's
null
28.425545
Suburban
Basic
1
17
607
9
2022-05-10 15:21:39.226954
Good
No
Daily
Apartment
190
13,493
43
Female
null
Single
0
Master's
Employed
15.898666
Urban
Comprehensive
0
7
396
2
2021-03-08 15:21:39.261856
Good
Yes
Rarely
Apartment
1,520
13,494
33
Female
30,862
Married
1
Master's
Self-Employed
null
Suburban
Basic
2
19
null
9
2022-09-19 15:21:39.146733
Average
Yes
Daily
Apartment
3,129
13,495
36
Female
129,935
Married
4
Master's
Employed
24.619599
Suburban
Premium
null
2
420
1
2020-04-04 15:21:39.081504
null
No
Monthly
Apartment
1,109
13,496
60
Male
7,073
Married
4
Bachelor's
null
34.868493
Suburban
Basic
1
2
587
7
2020-08-25 15:21:39.134960
Average
Yes
Monthly
House
857
13,497
22
Female
79,960
Divorced
4
High School
Employed
21.499994
Suburban
Premium
1
15
393
9
2023-10-03 15:21:39.151732
Poor
No
Rarely
Apartment
589
13,498
44
Male
28,891
Married
0
High School
null
15.839292
Urban
Basic
2
15
null
5
2023-04-05 15:21:39.132191
Average
Yes
Daily
House
1,098
13,499
20
Female
12,861
Married
1
Bachelor's
Self-Employed
19.826181
Rural
Premium
0
7
759
2
2021-08-06 15:21:39.111551
Poor
Yes
Monthly
Apartment
1,439