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
1,187,400
29
Female
947
Single
4
Master's
Self-Employed
17.92433
Suburban
Premium
2
12
847
2
2022-07-27 15:21:39.223901
Average
No
Weekly
Apartment
1,837
1,187,401
35
Female
27,863
Single
0
PhD
Self-Employed
23.935594
Suburban
Premium
null
9
521
7
2023-04-25 15:21:39.237118
Poor
No
Monthly
Apartment
1,273
1,187,402
62
Male
null
Married
2
Master's
Unemployed
23.735763
Rural
Basic
1
10
437
7
2024-05-14 15:21:39.155231
Poor
No
Monthly
Condo
2,274
1,187,403
34
Female
131,517
Divorced
3
High School
Self-Employed
25.673975
Urban
Basic
2
0
559
2
2020-01-06 15:21:39.088124
Average
No
Monthly
House
2,139
1,187,404
22
Female
9,925
Divorced
2
High School
Employed
44.923561
Rural
Comprehensive
0
19
null
3
2022-01-13 15:21:39.091080
Average
Yes
Daily
House
725
1,187,405
32
Male
18,795
Single
0
High School
Employed
26.281037
Suburban
Premium
1
6
518
5
2021-11-01 15:21:39.084065
Good
Yes
Rarely
Condo
518
1,187,406
37
Male
15,198
Married
1
Master's
Unemployed
15.420917
Urban
Premium
2
19
673
7
2023-06-27 15:21:39.122134
Average
Yes
Weekly
House
1,875
1,187,407
51
Male
45,598
Divorced
4
PhD
Employed
17.42446
Suburban
Comprehensive
null
8
694
7
2020-08-30 15:21:39.179186
Average
Yes
Rarely
Condo
88
1,187,408
47
Female
83,394
Married
4
PhD
Unemployed
null
Urban
Comprehensive
0
13
307
1
2024-04-20 15:21:39.285112
Poor
Yes
Monthly
Apartment
447
1,187,409
58
Male
72,554
Divorced
1
PhD
Employed
22.724102
Suburban
Basic
0
3
316
7
2020-10-16 15:21:39.237118
Good
No
Rarely
Apartment
855
1,187,410
60
Male
3,079
Married
2
Bachelor's
null
41.939622
Urban
Basic
2
13
711
7
2024-03-05 15:21:39.119168
Average
No
Daily
House
28
1,187,411
27
Female
44,793
Married
1
High School
Employed
52.012507
Urban
Comprehensive
1
19
603
7
2024-07-20 15:21:39.100695
Good
Yes
Rarely
Condo
912
1,187,412
47
Male
2,879
Divorced
null
Bachelor's
null
16.159822
Urban
Comprehensive
2
5
506
2
2020-03-24 15:21:39.237118
Good
No
Weekly
Condo
1,053
1,187,413
55
Female
3,398
Married
4
Bachelor's
Self-Employed
39.997737
Suburban
Comprehensive
0
2
732
8
2022-10-02 15:21:39.089116
Average
Yes
Monthly
Condo
2,907
1,187,414
21
Female
15,328
Married
2
Bachelor's
Self-Employed
33.847125
Suburban
Basic
1
13
670
2
2024-07-30 15:21:39.253660
Average
Yes
Monthly
Apartment
472
1,187,415
41
Female
17,332
Married
0
Bachelor's
Employed
36.398815
Urban
Basic
3
0
null
6
2019-10-01 15:21:39.114118
Good
No
Weekly
House
3,314
1,187,416
37
Male
1,379
Divorced
0
PhD
Unemployed
null
Urban
Basic
2
16
797
5
2021-06-09 15:21:39.228521
Average
Yes
Monthly
Condo
615
1,187,417
32
Female
26,889
Divorced
3
High School
Self-Employed
32.922749
Rural
Comprehensive
1
15
559
9
2020-04-28 15:21:39.193945
Poor
Yes
Rarely
Apartment
675
1,187,418
60
Female
2,456
Married
1
High School
null
29.966146
Rural
Premium
2
0
485
7
2020-07-16 15:21:39.184157
null
No
Daily
Apartment
924
1,187,419
23
Male
38,718
Married
4
High School
Unemployed
19.976071
Rural
Premium
1
7
687
8
2020-04-22 15:21:39.250151
Average
Yes
Monthly
Condo
428
1,187,420
23
Female
15,791
Divorced
2
High School
null
40.55873
Rural
Comprehensive
0
7
605
5
2022-10-10 15:21:39.237118
Average
No
Monthly
House
2,636
1,187,421
50
Female
13,138
Married
2
High School
Self-Employed
14.418702
Suburban
Premium
1
9
540
1
2023-07-15 15:21:39.196387
Poor
Yes
Rarely
House
1,438
1,187,422
44
Male
2,726
Divorced
4
High School
Unemployed
15.428776
Rural
Comprehensive
null
14
439
7
2019-12-20 15:21:39.276901
Poor
No
Daily
Apartment
819
1,187,423
38
Female
61,347
Married
3
PhD
null
36.451404
Urban
Basic
2
19
452
1
2020-11-15 15:21:39.134960
Poor
No
Rarely
Condo
813
1,187,424
45
Female
12,062
Divorced
2
PhD
Unemployed
9.095113
Rural
Comprehensive
null
6
615
2
2020-08-17 15:21:39.106582
Average
Yes
Rarely
Condo
736
1,187,425
43
Male
19,173
null
4
High School
Self-Employed
3.846242
Suburban
Premium
2
14
471
4
2023-08-06 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,917
1,187,426
36
Male
1,783
Married
0
Bachelor's
null
20.979771
Urban
Comprehensive
1
4
442
3
2020-12-17 15:21:39.126661
Good
Yes
Weekly
House
2,463
1,187,427
36
Male
2,596
null
0
Bachelor's
null
5.926238
Suburban
Premium
0
4
845
1
2021-08-08 15:21:39.249100
null
No
Monthly
Apartment
1,053
1,187,428
20
Female
38,193
Single
0
High School
null
29.534183
Urban
Premium
null
13
677
9
2023-10-06 15:21:39.107553
Good
Yes
Weekly
House
2,063
1,187,429
18
Female
5,966
Single
3
Bachelor's
Unemployed
19.120794
Urban
Premium
1
12
358
4
2019-10-10 15:21:39.222387
Poor
No
Monthly
Apartment
23
1,187,430
33
Female
20,785
Divorced
1
PhD
null
19.075664
Suburban
Basic
0
19
729
4
2020-11-08 15:21:39.185215
Poor
Yes
Weekly
Condo
79
1,187,431
29
Male
7,870
Married
null
Master's
Unemployed
27.071913
Urban
Comprehensive
1
1
552
5
2021-06-01 15:21:39.192212
Average
Yes
Monthly
Condo
3,168
1,187,432
58
Male
106,398
Married
null
High School
Self-Employed
14.482537
Rural
Premium
2
7
364
5
2023-11-07 15:21:39.083497
Average
No
Rarely
House
649
1,187,433
45
Female
627
Divorced
0
PhD
Unemployed
35.676463
Rural
Premium
1
0
704
2
2020-07-20 15:21:39.204790
Average
No
Monthly
House
2,104
1,187,434
32
Female
116,070
Divorced
1
PhD
null
22.922244
Rural
Premium
3
2
506
5
2024-08-01 15:21:39.155231
Average
Yes
Weekly
Apartment
110
1,187,435
21
Male
2,314
Married
3
Master's
null
13.811578
Suburban
Comprehensive
2
6
819
3
2020-08-07 15:21:39.255696
Average
Yes
Rarely
Condo
569
1,187,436
31
Female
43,474
Single
4
High School
Self-Employed
14.917951
Urban
Basic
1
12
835
6
2022-06-18 15:21:39.097737
Average
Yes
Rarely
Apartment
513
1,187,437
44
Male
17,175
Married
2
PhD
null
47.065129
Suburban
Comprehensive
null
6
704
5
2021-05-20 15:21:39.094752
Poor
No
Rarely
House
434
1,187,438
23
Female
28,095
Divorced
1
Master's
Employed
10.010052
Suburban
Basic
0
2
null
8
2022-03-03 15:21:39.155231
Average
No
Daily
Condo
662
1,187,439
51
Male
3,399
Single
2
Master's
null
44.17185
Urban
Comprehensive
2
3
572
4
2021-02-28 15:21:39.145732
Average
Yes
Rarely
Condo
1,746
1,187,440
24
Male
2,639
Divorced
0
PhD
Employed
28.764432
Urban
Premium
0
1
722
9
2021-02-08 15:21:39.167099
null
Yes
Daily
Apartment
1,155
1,187,441
20
Female
86,420
Single
3
High School
Employed
18.988475
Urban
Comprehensive
0
6
837
7
2022-11-22 15:21:39.263607
Poor
No
Daily
Condo
260
1,187,442
36
Female
29,071
Divorced
1
Bachelor's
Unemployed
14.551973
Suburban
Basic
null
13
355
1
2023-03-23 15:21:39.248098
Poor
Yes
Weekly
Apartment
1,480
1,187,443
18
Male
853
Single
0
Bachelor's
null
10.933232
Urban
Basic
null
10
763
3
2023-02-18 15:21:39.155231
null
No
Monthly
Apartment
2,128
1,187,444
52
Male
99,868
Single
3
High School
null
45.1898
Suburban
Comprehensive
1
10
439
6
2021-08-25 15:21:39.107553
Average
No
Rarely
Apartment
648
1,187,445
30
Male
5,815
Married
0
Master's
Unemployed
39.03947
Suburban
Comprehensive
null
3
831
6
2020-09-05 15:21:39.245086
Good
No
Daily
Condo
1,518
1,187,446
25
Male
21,286
Single
3
Master's
Employed
21.908602
Suburban
Basic
0
5
333
1
2021-10-08 15:21:39.254678
Poor
Yes
Daily
Apartment
635
1,187,447
48
Female
95,894
Married
3
High School
Unemployed
47.03585
Urban
Comprehensive
0
12
337
7
2020-10-24 15:21:39.251142
Poor
Yes
Weekly
Condo
370
1,187,448
62
Female
1,366
Divorced
2
Bachelor's
Self-Employed
11.677519
Urban
Premium
null
3
742
3
2023-07-29 15:21:39.211806
Poor
No
Daily
Apartment
2,816
1,187,449
51
Female
23,018
Single
1
Bachelor's
Employed
43.933807
Suburban
Comprehensive
1
9
null
6
2021-10-05 15:21:39.237118
Average
No
Daily
Condo
1,029
1,187,450
32
Male
3,866
Single
4
PhD
Self-Employed
8.823198
Rural
Basic
0
3
643
3
2022-04-11 15:21:39.274993
Good
No
Daily
House
286
1,187,451
53
Female
39,734
Divorced
2
Bachelor's
Unemployed
null
Urban
Comprehensive
0
17
745
5
2020-10-14 15:21:39.170099
Average
Yes
Weekly
House
562
1,187,452
63
Female
6,894
Divorced
3
High School
Employed
24.891423
Rural
Premium
2
8
582
3
2023-01-01 15:21:39.288099
Good
No
Weekly
Apartment
598
1,187,453
19
Female
1,377
Single
null
Master's
Employed
23.695964
Suburban
Basic
2
7
624
8
2024-01-30 15:21:39.226954
Poor
No
Rarely
House
481
1,187,454
53
Female
71,136
Single
null
PhD
Self-Employed
43.012609
Rural
Premium
null
14
591
5
2019-11-27 15:21:39.170099
Average
Yes
Weekly
Apartment
3,568
1,187,455
45
Male
16,696
Single
0
Master's
Unemployed
18.869605
Urban
Comprehensive
null
6
778
3
2021-04-07 15:21:39.134960
Good
No
Weekly
Condo
548
1,187,456
64
Female
25,198
Single
3
High School
Employed
3.715602
Rural
Basic
1
2
830
3
2021-03-24 15:21:39.278402
Poor
Yes
Rarely
Apartment
273
1,187,457
20
Female
3,795
Married
0
PhD
Unemployed
16.959105
Urban
Basic
2
0
641
2
2022-10-05 15:21:39.102694
Poor
Yes
Monthly
Apartment
708
1,187,458
58
Male
2,789
Married
null
PhD
Employed
14.557907
Suburban
Basic
2
11
403
7
2023-05-18 15:21:39.181605
Good
No
Daily
House
1,595
1,187,459
45
Female
26,757
Married
0
Master's
Employed
9.291672
Rural
Comprehensive
null
9
789
2
2020-04-06 15:21:39.168099
Average
Yes
Monthly
Apartment
1,634
1,187,460
34
Female
19,324
Single
4
PhD
null
10.7811
Rural
Basic
1
0
581
9
2022-04-08 15:21:39.155231
Good
No
Weekly
Condo
723
1,187,461
20
Male
18,723
Married
0
PhD
Unemployed
12.791785
Suburban
Comprehensive
2
4
null
4
2020-01-04 15:21:39.116179
Good
No
Weekly
House
182
1,187,462
41
Male
18,096
Divorced
2
High School
Self-Employed
49.79892
Urban
Basic
0
8
816
2
2023-01-22 15:21:39.130190
Good
Yes
Weekly
Condo
1,583
1,187,463
29
Female
56,575
Single
4
Master's
null
16.992817
Rural
Premium
1
7
605
3
2020-12-03 15:21:39.221386
Average
No
Daily
House
369
1,187,464
51
Female
20,490
Married
0
Master's
Employed
18.108939
Suburban
Comprehensive
3
8
446
1
2023-07-15 15:21:39.143708
Good
Yes
Rarely
Apartment
1,197
1,187,465
33
Male
27,384
Single
0
Bachelor's
Unemployed
27.853201
Rural
Basic
null
16
603
4
2024-06-25 15:21:39.283783
Average
No
Daily
Condo
3,098
1,187,466
29
Male
4,740
Single
3
High School
null
37.571068
Urban
Comprehensive
3
13
751
2
2023-01-20 15:21:39.091080
Average
No
Rarely
Condo
1,263
1,187,467
55
Male
37,881
Divorced
4
High School
Employed
31.811752
Rural
Premium
null
13
671
2
2022-10-11 15:21:39.285112
Average
No
Rarely
Apartment
1,024
1,187,468
28
Male
9,784
Single
2
Bachelor's
Unemployed
24.722375
Rural
Basic
null
3
639
9
2023-11-13 15:21:39.252145
Poor
No
Monthly
Condo
574
1,187,469
26
Male
18,054
Divorced
3
High School
Employed
46.482646
Urban
Basic
1
0
823
1
2020-07-01 15:21:39.285112
Average
Yes
Weekly
House
1,158
1,187,470
52
Male
48,738
Married
null
Master's
null
52.302644
Suburban
Comprehensive
0
8
712
4
2023-05-21 15:21:39.185215
Poor
No
Weekly
Condo
690
1,187,471
41
Female
null
Single
0
PhD
Unemployed
null
Rural
Comprehensive
null
5
782
2
2020-12-21 15:21:39.125660
Good
Yes
Daily
Apartment
431
1,187,472
49
Female
38,584
Single
4
Bachelor's
null
30.769148
Suburban
Basic
3
2
835
3
2023-11-13 15:21:39.150730
Poor
Yes
Monthly
House
1,266
1,187,473
43
Female
5,991
Single
3
High School
Unemployed
39.176822
Suburban
Basic
1
7
751
2
2021-06-30 15:21:39.146733
Average
Yes
Daily
Condo
3,167
1,187,474
49
Male
62,284
Divorced
1
Bachelor's
Employed
47.18702
Urban
Premium
1
18
695
4
2020-02-22 15:21:39.231531
Average
Yes
Monthly
Apartment
49
1,187,475
37
Female
7,539
Divorced
4
High School
null
20.661571
Suburban
Comprehensive
1
16
775
2
2020-02-27 15:21:39.087123
Poor
No
Daily
Apartment
615
1,187,476
60
Male
15,105
Married
4
High School
null
11.569253
Urban
Premium
2
12
718
5
2022-06-06 15:21:39.266452
Poor
Yes
Monthly
Condo
848
1,187,477
null
Female
16,696
Divorced
3
PhD
Employed
15.286069
Suburban
Basic
0
7
783
1
2022-09-23 15:21:39.226954
Poor
No
Weekly
Condo
38
1,187,478
24
Male
32,200
Married
4
Master's
Employed
29.826234
Urban
Comprehensive
null
7
559
8
2022-01-20 15:21:39.174719
Average
No
Weekly
Condo
1,053
1,187,479
39
Male
456
Married
4
Master's
Unemployed
25.098186
Suburban
Basic
0
18
434
5
2021-01-21 15:21:39.107553
Good
No
Monthly
House
829
1,187,480
53
Male
12,486
Married
0
Master's
Unemployed
50.296956
Rural
Premium
0
10
671
8
2021-03-14 15:21:39.265513
Good
No
Rarely
Condo
2,155
1,187,481
56
Female
37,503
Divorced
1
PhD
Employed
39.334776
Urban
Comprehensive
null
0
450
5
2023-05-06 15:21:39.131192
Poor
No
Daily
Condo
1,240
1,187,482
30
Male
107,782
Married
null
Bachelor's
null
9.571243
Suburban
Basic
null
13
361
9
2019-11-04 15:21:39.249100
Good
Yes
Monthly
House
538
1,187,483
57
Male
9,087
Single
4
Bachelor's
null
38.471771
Rural
Comprehensive
3
6
null
3
2022-03-07 15:21:39.146733
Average
No
Rarely
Condo
72
1,187,484
58
Female
11,761
Married
0
Bachelor's
Unemployed
null
Rural
Premium
0
3
598
4
2021-11-14 15:21:39.087123
Good
No
Daily
House
938
1,187,485
38
Male
45,308
Divorced
3
Master's
null
40.964803
Suburban
Premium
null
17
548
4
2024-07-02 15:21:39.221386
Poor
No
Weekly
House
1,887
1,187,486
47
Female
13,891
Single
4
Master's
Unemployed
9.09293
Suburban
Premium
1
19
477
5
2022-10-08 15:21:39.155231
Average
Yes
Monthly
Condo
954
1,187,487
56
Female
51,521
Married
1
Bachelor's
Self-Employed
31.876153
Rural
Premium
2
2
421
4
2024-01-09 15:21:39.122134
Average
No
Weekly
House
4,541
1,187,488
30
Male
23,755
Divorced
2
High School
Unemployed
39.418929
Urban
Basic
1
19
785
8
2022-10-15 15:21:39.191219
Good
No
Daily
House
1,030
1,187,489
61
Male
61,865
Married
null
PhD
null
23.955752
Rural
Premium
1
8
537
1
2022-08-28 15:21:39.081504
Good
No
Rarely
Apartment
49
1,187,490
45
Female
48,637
Married
0
Master's
null
16.295585
Suburban
Premium
2
15
512
3
2024-07-28 15:21:39.237118
null
No
Weekly
House
1,248
1,187,491
33
Male
18,053
Divorced
3
Bachelor's
Employed
null
Suburban
Premium
null
8
725
3
2020-11-18 15:21:39.134960
Average
No
Monthly
Apartment
462
1,187,492
32
Male
717
Single
null
Master's
Self-Employed
37.99193
Urban
Premium
0
0
334
2
2021-05-26 15:21:39.252145
Good
Yes
Weekly
House
250
1,187,493
28
Male
33,790
Single
1
PhD
Employed
50.67078
Rural
Premium
1
9
308
3
2021-12-19 15:21:39.268507
Good
Yes
Daily
Apartment
2,489
1,187,494
31
Female
105,751
Married
0
Bachelor's
Unemployed
29.786072
Rural
Comprehensive
0
13
309
3
2021-04-19 15:21:39.194829
Average
Yes
Daily
House
603
1,187,495
54
Male
18,113
Single
4
PhD
null
29.723572
Rural
Comprehensive
0
9
781
2
2019-09-16 15:21:39.148733
Average
Yes
Monthly
Condo
749
1,187,496
22
Female
29,378
Married
3
PhD
null
13.826472
Suburban
Premium
null
1
779
1
2023-05-08 15:21:39.134960
Average
No
Daily
Condo
741
1,187,497
31
Female
7,701
Divorced
0
High School
Self-Employed
20.879684
Urban
Basic
2
4
436
3
2020-02-19 15:21:39.245086
Good
Yes
Weekly
House
24
1,187,498
36
Female
55,755
Married
4
High School
Unemployed
17.57051
Rural
Basic
0
7
319
3
2021-05-30 15:21:39.146733
Average
No
Daily
Condo
962
1,187,499
55
Female
35,397
Single
4
Master's
null
null
Urban
Comprehensive
0
1
null
6
2022-07-19 15:21:39.282785
Good
Yes
Rarely
Apartment
812