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
15,400
41
Male
81,554
Single
0
PhD
null
19.634785
Suburban
Basic
0
3
661
9
2023-07-17 15:21:39.119168
Poor
Yes
Rarely
Apartment
354
15,401
null
Male
108,695
Divorced
0
Bachelor's
Unemployed
36.593471
Rural
Premium
2
11
481
7
2019-09-02 15:21:39.134960
Average
No
Daily
House
1,207
15,402
21
Female
14,419
Married
0
PhD
Employed
42.456949
Suburban
Premium
3
7
411
7
2024-05-30 15:21:39.205850
Good
No
Daily
Apartment
1,039
15,403
56
Male
23,870
Divorced
4
Master's
null
5.71113
Urban
Basic
0
11
463
3
2020-04-05 15:21:39.218388
Good
No
Monthly
Condo
563
15,404
39
Female
5,813
Married
2
Bachelor's
Self-Employed
33.104921
Urban
Basic
null
3
667
3
2023-12-06 15:21:39.177724
Average
Yes
Monthly
Apartment
1,055
15,405
54
Male
44,747
Divorced
2
High School
null
17.230036
Suburban
Premium
2
8
786
3
2020-07-05 15:21:39.147735
Average
Yes
Daily
Apartment
1,046
15,406
50
Female
23,192
Single
0
Bachelor's
null
3.99425
Rural
Comprehensive
2
19
830
1
2022-04-27 15:21:39.134960
Average
No
Rarely
Apartment
1,476
15,407
23
Male
84,942
Single
4
High School
null
4.822292
Suburban
Basic
2
7
371
8
2024-03-17 15:21:39.210805
Good
No
Rarely
House
761
15,408
47
Male
28,108
Married
3
Master's
Unemployed
18.695912
Urban
Premium
1
16
360
5
2021-03-20 15:21:39.148733
Poor
No
Rarely
Condo
1,853
15,409
42
Female
2,587
Divorced
4
PhD
Self-Employed
7.075413
Urban
Basic
1
3
701
2
2021-11-22 15:21:39.130190
Average
No
Monthly
Condo
142
15,410
39
Male
11,984
Single
3
Bachelor's
Unemployed
30.015889
Urban
Comprehensive
1
3
609
9
2024-03-09 15:21:39.208842
Average
No
Rarely
House
2,273
15,411
54
Male
62,490
Single
2
PhD
Self-Employed
35.067237
Urban
Basic
2
8
461
8
2020-10-17 15:21:39.244069
Average
No
Weekly
Apartment
1,844
15,412
37
Female
43,207
Married
4
PhD
Self-Employed
36.433918
Rural
Comprehensive
null
6
795
3
2023-07-12 15:21:39.256696
Average
Yes
Weekly
House
571
15,413
55
Female
73,927
Married
4
Master's
null
29.430848
Urban
Premium
2
1
447
1
2023-09-11 15:21:39.105504
Poor
Yes
Weekly
Condo
988
15,414
64
Female
46,253
Single
4
Master's
Self-Employed
27.095826
Rural
Basic
0
18
748
1
2020-03-29 15:21:39.134960
Good
No
Monthly
House
1,258
15,415
47
Female
6,006
Married
0
PhD
null
15.173677
Rural
Premium
2
2
null
4
2021-06-29 15:21:39.101733
null
No
Daily
House
1,029
15,416
38
Female
5,932
Single
2
Bachelor's
null
25.156851
Urban
Comprehensive
null
15
null
9
2021-05-25 15:21:39.092127
Poor
No
Monthly
House
692
15,417
40
Female
33,927
Divorced
4
High School
Employed
8.240144
Suburban
Comprehensive
null
7
774
9
2020-09-20 15:21:39.287115
Poor
No
Daily
House
982
15,418
53
Female
6,097
Single
0
Master's
null
10.567131
Urban
Basic
1
1
766
6
2023-07-31 15:21:39.134960
Poor
Yes
Monthly
House
654
15,419
31
Female
8,094
Single
4
PhD
Self-Employed
25.15379
Urban
Comprehensive
2
7
746
7
2021-02-06 15:21:39.274993
Good
Yes
Daily
Condo
1,588
15,420
37
Female
16,101
Divorced
2
Master's
Self-Employed
23.564203
Suburban
Comprehensive
0
1
813
8
2019-12-25 15:21:39.134960
Good
No
Monthly
House
993
15,421
33
Male
4,921
null
4
PhD
Self-Employed
5.695518
Rural
Premium
null
17
578
6
2022-06-17 15:21:39.130190
Good
No
Daily
Condo
843
15,422
36
Male
95,817
Single
4
Bachelor's
null
47.65242
Rural
Basic
0
13
590
3
2021-09-23 15:21:39.134960
Poor
No
Rarely
Apartment
415
15,423
58
Male
45,668
Married
0
Bachelor's
Employed
39.696832
Urban
Comprehensive
0
1
null
8
2020-10-26 15:21:39.205850
Good
Yes
Weekly
Apartment
761
15,424
58
Male
45,602
Divorced
2
PhD
Self-Employed
34.92818
Rural
Comprehensive
1
18
646
1
2022-08-28 15:21:39.173834
Good
Yes
Monthly
Apartment
867
15,425
57
Female
44,973
Married
4
Bachelor's
Unemployed
13.453724
Urban
Premium
null
2
662
1
2023-10-09 15:21:39.154008
Average
No
Rarely
Condo
821
15,426
37
Male
17,092
Married
null
Master's
null
39.527401
Urban
Basic
0
3
681
8
2020-12-16 15:21:39.126661
null
Yes
Daily
Apartment
928
15,427
60
Female
103,782
Single
1
PhD
null
29.443933
Urban
Comprehensive
null
8
489
4
2022-06-13 15:21:39.144722
Average
No
Monthly
Condo
95
15,428
25
Female
26,757
Divorced
0
PhD
null
24.489957
Rural
Basic
null
4
null
3
2022-02-18 15:21:39.085129
Poor
Yes
Daily
House
1,208
15,429
46
Male
83,951
Divorced
1
Bachelor's
Self-Employed
41.406906
Suburban
Basic
0
14
352
9
2020-02-23 15:21:39.204790
Good
No
Rarely
Condo
714
15,430
40
Female
18,705
Married
2
PhD
Self-Employed
15.471439
Suburban
Comprehensive
0
11
591
6
2024-05-21 15:21:39.247098
Average
No
Weekly
Condo
381
15,431
34
Female
17,076
Married
2
Bachelor's
Self-Employed
43.687569
Urban
Basic
1
12
819
8
2022-03-13 15:21:39.134960
Good
No
Weekly
Condo
1,056
15,432
53
Female
4,064
Single
1
High School
null
17.926316
Suburban
Premium
2
17
375
2
2023-06-06 15:21:39.149731
Average
Yes
Weekly
Condo
1,169
15,433
21
Male
null
Married
2
Master's
null
38.289424
Rural
Basic
0
5
321
2
2021-12-30 15:21:39.091080
Good
No
Monthly
House
545
15,434
54
Female
18,093
Single
3
Bachelor's
null
49.109875
Urban
Premium
null
1
null
8
2024-01-01 15:21:39.209847
Average
Yes
Rarely
Apartment
1,054
15,435
63
Male
43,934
Married
2
PhD
Employed
10.049607
Urban
Comprehensive
null
3
463
2
2020-06-16 15:21:39.133866
Poor
No
Rarely
Apartment
514
15,436
34
Male
27,595
Divorced
3
PhD
null
20.141251
Urban
Premium
null
2
404
8
2021-04-08 15:21:39.152732
Poor
No
Daily
House
1,179
15,437
18
Female
33,264
Single
1
Bachelor's
Self-Employed
null
Urban
Premium
1
8
812
9
2022-10-05 15:21:39.154008
Poor
No
Monthly
House
717
15,438
26
Male
73,099
Divorced
4
Master's
null
27.579523
Urban
Basic
2
12
530
4
2020-09-29 15:21:39.283783
Average
Yes
Monthly
Condo
130
15,439
36
Female
17,892
Divorced
0
High School
Employed
44.591953
Urban
Comprehensive
1
4
682
9
2021-04-02 15:21:39.255696
Average
No
Daily
Condo
1,033
15,440
32
Female
29,398
Divorced
null
PhD
Unemployed
37.844247
Suburban
Basic
0
6
null
3
2020-04-16 15:21:39.119168
Average
No
Daily
Condo
446
15,441
21
Female
34,307
Single
1
Master's
Employed
11.869147
Urban
Premium
1
11
833
8
2020-02-12 15:21:39.084065
Poor
Yes
Daily
Condo
1,731
15,442
48
Male
3,877
Married
0
Master's
Employed
31.847287
Suburban
Comprehensive
2
12
757
4
2022-07-08 15:21:39.134960
Average
No
Weekly
Apartment
785
15,443
52
Male
93,331
Divorced
3
Master's
Employed
30.955992
Urban
Comprehensive
0
18
840
7
2020-09-27 15:21:39.155231
Average
No
Monthly
Apartment
4,049
15,444
53
Female
66,979
Divorced
4
Bachelor's
null
22.796514
Urban
Comprehensive
1
8
341
5
2022-09-16 15:21:39.134960
Average
Yes
Monthly
Condo
20
15,445
19
Female
29,206
Married
3
PhD
Unemployed
33.55682
Rural
Comprehensive
1
5
552
7
2020-09-18 15:21:39.268507
Average
Yes
Daily
House
2,942
15,446
34
Female
23,862
Married
1
Bachelor's
Unemployed
49.945695
Urban
Comprehensive
null
17
718
7
2022-12-12 15:21:39.176717
Average
No
Daily
Condo
1,287
15,447
24
Male
null
Single
4
Bachelor's
null
38.302937
Rural
Premium
null
19
817
8
2022-06-07 15:21:39.281787
Average
No
Monthly
Condo
172
15,448
55
Female
7,982
Divorced
3
PhD
Employed
8.977157
Suburban
Comprehensive
null
5
711
8
2021-05-22 15:21:39.263607
Good
Yes
Weekly
Apartment
705
15,449
26
Male
133,815
Married
4
High School
Employed
42.836232
Suburban
Comprehensive
null
19
397
5
2020-01-19 15:21:39.134960
Poor
No
Weekly
Condo
3,061
15,450
49
Male
7,991
Divorced
4
PhD
Self-Employed
30.955158
Rural
Premium
2
13
null
7
2020-02-21 15:21:39.168099
Average
Yes
Rarely
Condo
2,083
15,451
38
Male
96,744
Divorced
0
Master's
Unemployed
36.890957
Rural
Comprehensive
5
19
699
1
2024-01-03 15:21:39.155231
Average
No
Rarely
House
25
15,452
24
Female
14,072
Married
1
PhD
Unemployed
13.959083
Suburban
Comprehensive
1
5
588
7
2019-10-29 15:21:39.257696
Good
No
Rarely
Apartment
645
15,453
36
Male
24,661
Single
3
Master's
Employed
20.926395
Urban
Premium
0
19
776
4
2022-08-27 15:21:39.261856
Poor
Yes
Daily
House
2,087
15,454
61
Male
9,051
Married
0
Bachelor's
null
null
Urban
Premium
0
2
552
9
2021-06-25 15:21:39.144722
Good
Yes
Weekly
Condo
816
15,455
28
Female
123,329
Divorced
2
High School
Unemployed
6.697827
Suburban
Basic
null
9
397
2
2023-08-21 15:21:39.177724
Poor
Yes
Daily
Apartment
464
15,456
29
Male
34,409
Married
0
Bachelor's
null
27.083958
Suburban
Premium
3
15
783
7
2023-05-18 15:21:39.134960
Average
Yes
Daily
Condo
150
15,457
33
Female
15,556
Married
0
PhD
Unemployed
26.455887
Suburban
Premium
null
17
779
3
2022-09-10 15:21:39.122134
Good
No
Daily
Apartment
1,175
15,458
44
Male
20,771
Married
null
High School
null
8.291906
Rural
Comprehensive
1
4
471
2
2020-03-28 15:21:39.095696
Average
Yes
Weekly
House
552
15,459
42
Female
17,142
Single
1
High School
Unemployed
43.827465
Urban
Comprehensive
null
9
701
3
2022-12-28 15:21:39.154008
Poor
Yes
Monthly
Apartment
256
15,460
35
Male
35,390
Single
null
Master's
Self-Employed
39.814369
Suburban
Comprehensive
null
15
null
4
2020-03-30 15:21:39.213373
Average
No
Daily
House
572
15,461
28
Female
123,529
Divorced
3
High School
Unemployed
40.888831
Rural
Basic
0
6
508
4
2022-09-01 15:21:39.265513
null
Yes
Daily
House
759
15,462
51
Female
23,963
Married
0
Bachelor's
Self-Employed
46.692421
Urban
Premium
null
14
730
9
2022-02-20 15:21:39.276901
Poor
No
Weekly
Condo
1,806
15,463
57
Male
1,245
Married
1
Master's
Self-Employed
null
Suburban
Comprehensive
0
0
624
5
2022-06-28 15:21:39.143708
Good
No
Daily
Condo
531
15,464
36
Male
130,114
Married
0
PhD
Self-Employed
52.938323
Suburban
Premium
null
5
740
7
2024-05-31 15:21:39.251142
Poor
Yes
Weekly
Condo
1,696
15,465
56
Male
67,845
Divorced
null
High School
Self-Employed
42.715287
Suburban
Comprehensive
1
18
305
3
2019-11-24 15:21:39.274993
Good
No
Rarely
Apartment
891
15,466
34
Male
4,866
Married
0
PhD
Unemployed
36.304552
Rural
Premium
null
12
327
1
2022-06-16 15:21:39.079128
Average
No
Daily
Condo
577
15,467
56
Male
1,040
Divorced
4
PhD
Self-Employed
46.902158
Suburban
Basic
0
10
null
6
2024-05-05 15:21:39.134960
Poor
Yes
Daily
House
2,887
15,468
60
Male
121,807
Married
2
Bachelor's
Unemployed
51.082794
Suburban
Comprehensive
2
17
621
6
2020-07-11 15:21:39.168099
Average
No
Monthly
Apartment
2,535
15,469
42
Male
16,078
Single
1
Master's
null
35.772348
Rural
Comprehensive
2
16
511
9
2020-04-16 15:21:39.155231
null
Yes
Weekly
Condo
678
15,470
62
Female
91,674
Single
4
PhD
null
55.888043
Suburban
Premium
null
10
708
8
2020-04-13 15:21:39.274993
Poor
No
Monthly
Apartment
50
15,471
37
Male
18,053
Single
null
PhD
null
34.874245
Suburban
Comprehensive
1
4
744
5
2021-09-08 15:21:39.204790
Good
No
Rarely
House
557
15,472
49
Female
25,704
Single
1
High School
null
35.054123
Suburban
Comprehensive
0
3
719
3
2021-05-31 15:21:39.283783
null
No
Rarely
Condo
489
15,473
21
Male
83,472
Divorced
4
High School
Employed
45.063257
Suburban
Basic
2
12
434
9
2019-10-25 15:21:39.194829
Poor
Yes
Rarely
Apartment
2,951
15,474
25
Female
32,005
Married
4
Master's
Unemployed
15.602899
Rural
Comprehensive
null
12
572
1
2019-10-01 15:21:39.237118
Good
Yes
Daily
Condo
1,181
15,475
26
Male
12,546
Single
3
Master's
null
47.044813
Rural
Basic
1
7
436
9
2020-10-24 15:21:39.134960
Average
No
Rarely
House
248
15,476
53
Male
26,481
Single
4
Master's
Self-Employed
39.814178
Urban
Basic
null
14
306
4
2021-08-02 15:21:39.236064
Average
No
Daily
Apartment
3,264
15,477
57
Male
6,095
Married
1
Bachelor's
Unemployed
29.934689
Suburban
Premium
1
17
712
6
2022-02-02 15:21:39.270454
Good
Yes
Rarely
Condo
910
15,478
56
Male
5,683
Married
4
Bachelor's
Employed
30.918963
Urban
Basic
null
4
798
8
2020-09-18 15:21:39.243673
Good
No
Daily
Apartment
292
15,479
23
Male
52,842
Divorced
0
Master's
Employed
20.554592
Urban
Comprehensive
null
2
467
7
2023-09-26 15:21:39.179186
Poor
No
Weekly
Apartment
36
15,480
50
Female
22,625
Divorced
0
High School
Unemployed
8.053226
Rural
Basic
1
2
406
5
2023-12-07 15:21:39.179186
Good
No
Rarely
Apartment
2,226
15,481
59
Male
145,967
Married
2
Master's
Unemployed
34.664773
Urban
Premium
null
11
331
8
2021-06-07 15:21:39.155231
Poor
No
Daily
Apartment
210
15,482
25
Female
133,379
Married
3
PhD
Self-Employed
19.779536
Urban
Basic
1
13
705
8
2022-10-04 15:21:39.085129
Poor
No
Daily
Apartment
57
15,483
48
Female
33,425
Married
3
Bachelor's
null
22.839304
Urban
Premium
0
17
782
5
2019-12-19 15:21:39.155231
Average
No
Weekly
Condo
1,952
15,484
45
Male
16,963
Single
0
High School
Employed
23.928843
Urban
Basic
3
17
366
9
2024-02-20 15:21:39.255696
Average
Yes
Rarely
Apartment
1,310
15,485
41
Female
72,838
Married
2
PhD
Employed
16.924943
Urban
Premium
null
3
600
5
2024-04-04 15:21:39.264504
Poor
No
Weekly
Apartment
394
15,486
56
Female
9,081
Divorced
2
Master's
null
29.191918
Urban
Premium
1
18
null
7
2021-09-16 15:21:39.132191
Poor
Yes
Monthly
Condo
612
15,487
54
Female
43,891
Divorced
2
Master's
null
22.777718
Suburban
Comprehensive
2
6
null
1
2020-10-04 15:21:39.259788
Average
Yes
Weekly
Apartment
594
15,488
45
Male
10,100
Divorced
null
Master's
null
32.151546
Rural
Comprehensive
1
4
554
6
2020-07-26 15:21:39.223390
Good
No
Rarely
Condo
143
15,489
45
Female
98,517
Divorced
3
Bachelor's
Employed
43.638202
Suburban
Basic
null
18
476
4
2022-06-15 15:21:39.245086
Average
No
Weekly
Condo
326
15,490
36
Female
25,554
Divorced
4
PhD
null
15.329567
Urban
Premium
1
0
638
9
2021-02-13 15:21:39.276901
Average
Yes
Daily
House
817
15,491
25
Female
2,663
Divorced
3
High School
Employed
18.735315
Suburban
Comprehensive
2
1
535
4
2021-10-12 15:21:39.237118
Average
Yes
Rarely
Condo
3,156
15,492
55
Male
46,494
Married
2
Bachelor's
Employed
5.846291
Rural
Premium
1
10
488
2
2023-12-04 15:21:39.147735
Good
No
Rarely
Apartment
106
15,493
62
Female
2,864
Married
0
Bachelor's
null
50.31396
Rural
Basic
null
0
636
7
2020-08-14 15:21:39.125660
Average
No
Daily
Apartment
28
15,494
62
Male
38,759
Divorced
0
Master's
Self-Employed
28.303359
Rural
Comprehensive
2
19
637
4
2023-12-03 15:21:39.102694
Poor
Yes
Daily
House
1,233
15,495
24
Female
29,593
Married
0
Bachelor's
Self-Employed
49.12581
Urban
Premium
null
13
799
9
2023-02-12 15:21:39.167099
Poor
Yes
Weekly
Condo
100
15,496
46
Male
122,386
Divorced
null
Bachelor's
null
null
Urban
Comprehensive
null
12
697
2
2021-03-26 15:21:39.134960
Poor
Yes
Monthly
Condo
431
15,497
59
Female
9,086
Single
3
Bachelor's
Unemployed
21.849103
Urban
Comprehensive
null
14
null
3
2022-02-16 15:21:39.134960
Poor
Yes
Rarely
Condo
551
15,498
53
Female
16,051
Divorced
2
Master's
null
42.778056
Suburban
Comprehensive
1
1
837
6
2019-09-02 15:21:39.237118
Poor
Yes
Daily
House
1,204
15,499
38
Female
67,859
Single
1
Bachelor's
Unemployed
18.715287
Suburban
Basic
4
0
833
2
2019-12-12 15:21:39.134960
Good
No
Weekly
House
3,021