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
4,400
22
Female
16,862
Divorced
0
Bachelor's
Unemployed
22.48158
Rural
Basic
0
14
772
8
2020-06-18 15:21:39.271453
null
No
Daily
House
638
4,401
60
Male
null
Single
null
PhD
Employed
13.955218
Urban
Basic
0
1
487
1
2023-04-30 15:21:39.184157
null
Yes
Weekly
Condo
50
4,402
57
Female
3,879
Single
4
Master's
Employed
24.667782
Urban
Comprehensive
3
5
528
7
2023-02-18 15:21:39.252145
Average
Yes
Daily
House
515
4,403
25
Female
39,722
Married
0
Bachelor's
Self-Employed
29.027329
Suburban
Comprehensive
1
0
782
7
2022-04-12 15:21:39.170099
Poor
Yes
Daily
Apartment
494
4,404
58
Male
105,751
Single
4
Bachelor's
Self-Employed
16.813158
Suburban
Comprehensive
1
8
636
3
2022-04-17 15:21:39.143708
Good
Yes
Weekly
House
107
4,405
57
Male
10,178
Divorced
3
High School
null
10.979484
Rural
Basic
null
11
677
7
2022-11-19 15:21:39.263607
Good
No
Rarely
House
110
4,406
52
Female
null
Single
2
Bachelor's
Unemployed
20.992892
Rural
Premium
1
11
450
8
2021-09-10 15:21:39.170099
Poor
Yes
Monthly
House
284
4,407
56
Female
62,610
Divorced
null
High School
Unemployed
15.566124
Suburban
Comprehensive
null
3
356
7
2023-02-10 15:21:39.144722
Poor
Yes
Daily
House
615
4,408
54
Male
7,890
Single
3
Master's
null
28.1584
Rural
Comprehensive
null
14
642
9
2023-10-02 15:21:39.154008
Good
No
Monthly
Apartment
2,666
4,409
25
Male
66,960
Single
0
Bachelor's
Self-Employed
17.888522
Rural
Comprehensive
null
15
487
2
2023-02-20 15:21:39.249100
Average
No
Daily
Apartment
38
4,410
61
Male
1,608
Married
0
Bachelor's
Self-Employed
48.744204
Suburban
Premium
0
15
819
9
2021-12-04 15:21:39.134960
Good
No
Daily
House
3,365
4,411
25
Male
18,095
Divorced
0
PhD
Unemployed
7.85925
Urban
Premium
2
13
null
3
2023-07-24 15:21:39.096739
Poor
No
Weekly
House
821
4,412
42
Male
34,706
Divorced
2
PhD
Self-Employed
48.503081
Rural
Premium
0
5
824
9
2020-04-12 15:21:39.120168
Good
Yes
Monthly
Apartment
89
4,413
23
Male
29,765
Married
3
PhD
Unemployed
5.913754
Suburban
Comprehensive
1
5
708
6
2021-05-29 15:21:39.155231
Average
No
Monthly
Condo
451
4,414
19
Female
16,778
Married
3
Master's
null
25.6394
Urban
Basic
1
10
398
7
2021-05-22 15:21:39.237118
Good
Yes
Monthly
House
942
4,415
28
Female
27,700
Divorced
null
High School
Unemployed
11.636263
Urban
Premium
2
9
743
7
2023-09-16 15:21:39.276901
Poor
No
Rarely
Condo
1,598
4,416
32
Female
8,806
Single
3
PhD
null
29.669997
Suburban
Comprehensive
1
11
751
8
2023-06-09 15:21:39.246098
Good
No
Rarely
House
1,547
4,417
21
Male
1,419
Divorced
0
PhD
null
40.065128
Urban
Comprehensive
2
17
695
6
2021-12-16 15:21:39.226954
Poor
Yes
Monthly
Condo
813
4,418
61
Female
28,991
Divorced
3
Master's
Self-Employed
6.892419
Rural
Comprehensive
2
0
766
9
2020-09-27 15:21:39.172097
Poor
No
Weekly
Condo
1,325
4,419
41
Male
38,983
Single
0
High School
null
21.084765
Suburban
Basic
0
3
844
5
2021-02-09 15:21:39.152732
Poor
No
Daily
House
668
4,420
63
Female
12,096
Divorced
3
Master's
Employed
35.782165
Rural
Premium
null
8
527
8
2024-07-17 15:21:39.101733
Good
Yes
Monthly
House
836
4,421
27
Female
30,722
Married
0
PhD
null
32.142017
Urban
Basic
null
8
312
4
2022-08-09 15:21:39.237118
Good
No
Monthly
Apartment
460
4,422
36
Male
18,644
Divorced
1
High School
Employed
9.147029
Urban
Premium
0
3
661
3
2022-01-19 15:21:39.115178
Good
No
Rarely
Condo
2,077
4,423
47
Female
52,677
Married
0
High School
Self-Employed
24.507617
Suburban
Basic
0
10
364
2
2020-02-03 15:21:39.223901
Poor
No
Weekly
Condo
657
4,424
27
Male
70,721
Married
0
Bachelor's
null
52.956595
Suburban
Premium
1
3
572
1
2019-10-28 15:21:39.197445
Poor
Yes
Weekly
Condo
1,543
4,425
40
Female
57,844
Married
1
High School
Unemployed
18.17861
Suburban
Basic
2
5
409
4
2020-08-20 15:21:39.180553
Poor
Yes
Weekly
Condo
1,159
4,426
28
Male
44,998
Divorced
0
PhD
Self-Employed
9.155612
Urban
Basic
1
15
790
8
2023-08-31 15:21:39.095696
Average
No
Monthly
Apartment
880
4,427
60
Female
64,091
Single
3
PhD
Self-Employed
20.927307
Rural
Comprehensive
null
1
369
7
2022-02-01 15:21:39.259788
Poor
Yes
Weekly
Condo
641
4,428
22
Male
59,710
Divorced
4
Bachelor's
null
39.226971
Suburban
Premium
2
10
589
5
2021-04-20 15:21:39.244069
null
Yes
Weekly
Condo
1,204
4,429
60
Male
28,680
Divorced
0
Bachelor's
Employed
21.86846
Suburban
Comprehensive
2
19
527
2
2022-12-08 15:21:39.126661
Poor
No
Daily
Apartment
676
4,430
46
Female
9,090
Married
0
Bachelor's
Self-Employed
21.972608
Rural
Basic
1
6
504
7
2023-02-05 15:21:39.196387
Average
No
Weekly
Condo
476
4,431
48
Male
6,054
Married
1
Master's
null
21.938177
Suburban
Basic
0
19
null
3
2023-08-16 15:21:39.226954
Good
Yes
Rarely
House
20
4,432
52
Female
1,449
Divorced
null
High School
Unemployed
17.634217
Urban
Basic
null
10
778
6
2019-09-12 15:21:39.155231
Average
No
Daily
Condo
1,133
4,433
60
Male
21,051
Married
4
High School
null
32.547129
Suburban
Basic
0
3
775
1
2021-05-09 15:21:39.155231
Good
No
Daily
House
461
4,434
44
Male
41,564
Married
0
PhD
null
16.064459
Rural
Basic
1
10
null
1
2022-03-21 15:21:39.281787
null
Yes
Daily
Condo
1,388
4,435
32
Female
63,833
Single
1
PhD
Employed
42.844477
Suburban
Premium
3
13
765
7
2023-01-08 15:21:39.237118
null
No
Weekly
House
724
4,436
41
Male
16,085
Married
0
Bachelor's
Self-Employed
27.902106
Rural
Comprehensive
null
8
null
2
2022-09-20 15:21:39.264504
Average
Yes
Weekly
Apartment
461
4,437
24
Female
27,454
Single
1
PhD
Unemployed
8.770834
Urban
Basic
1
13
612
5
2024-04-06 15:21:39.264504
Average
Yes
Weekly
House
103
4,438
57
Male
30,368
Married
2
Master's
null
34.87083
Urban
Premium
null
8
756
7
2022-09-23 15:21:39.271453
Poor
No
Rarely
Apartment
476
4,439
47
Female
46,415
Divorced
3
Bachelor's
null
41.276439
Urban
Premium
2
14
626
3
2024-02-23 15:21:39.134960
Average
No
Weekly
Apartment
2,176
4,440
46
Male
12,861
Single
null
Bachelor's
Unemployed
19.908572
Urban
Basic
null
5
382
1
2024-04-26 15:21:39.081504
Good
No
Rarely
House
890
4,441
43
Male
5,864
Divorced
3
PhD
null
24.237079
Urban
Comprehensive
null
18
576
6
2023-04-22 15:21:39.134960
Poor
Yes
Rarely
Condo
1,248
4,442
26
Male
140,870
Divorced
4
Bachelor's
Employed
12.939247
Suburban
Premium
null
12
332
9
2022-12-29 15:21:39.134960
Good
Yes
Monthly
Apartment
1,746
4,443
52
Female
19,848
Divorced
1
High School
Unemployed
44.602779
Rural
Basic
null
12
488
8
2022-09-05 15:21:39.257696
Average
Yes
Rarely
Apartment
2,084
4,444
62
Male
18,123
Married
0
PhD
Unemployed
13.717228
Suburban
Premium
null
4
423
2
2020-01-02 15:21:39.235012
Average
Yes
Rarely
Condo
1,611
4,445
51
Male
12,981
Divorced
3
Bachelor's
Employed
15.737149
Urban
Basic
0
0
null
4
2020-08-15 15:21:39.134960
Average
Yes
Weekly
House
923
4,446
24
Female
13,437
Divorced
0
Master's
Unemployed
45.790175
Rural
Premium
1
2
844
6
2019-10-19 15:21:39.172097
Average
Yes
Weekly
House
2,077
4,447
41
Female
106,963
Single
4
PhD
Employed
20.153212
Rural
Basic
0
1
656
7
2024-02-11 15:21:39.259788
Good
No
Rarely
Apartment
308
4,448
47
Male
979
Married
null
Master's
Employed
21.912432
Suburban
Basic
1
9
414
8
2021-11-02 15:21:39.184157
Poor
Yes
Rarely
House
1,671
4,449
20
Male
84,796
Single
2
PhD
Self-Employed
6.722246
Rural
Comprehensive
0
18
456
6
2024-07-31 15:21:39.155231
Poor
No
Weekly
Apartment
2,852
4,450
62
Female
2,642
Divorced
4
Bachelor's
Unemployed
38.195782
Urban
Premium
1
17
548
3
2022-07-02 15:21:39.256696
Poor
Yes
Daily
Apartment
2,456
4,451
22
Male
30,603
Married
2
Bachelor's
null
35.011587
Suburban
Premium
0
4
703
6
2021-10-04 15:21:39.134960
Average
No
Weekly
House
943
4,452
41
Female
122,571
Divorced
null
PhD
Employed
51.062646
Rural
Basic
2
14
702
3
2023-04-17 15:21:39.097737
Good
No
Rarely
House
3,387
4,453
22
Female
15,761
Divorced
0
High School
Unemployed
18.816988
Urban
Premium
0
2
585
4
2023-04-21 15:21:39.180553
Average
No
Daily
Condo
714
4,454
28
Female
null
Single
3
Master's
null
52.751849
Suburban
Comprehensive
null
14
822
4
2020-06-30 15:21:39.155231
Good
Yes
Monthly
Apartment
691
4,455
41
Male
76,516
Divorced
1
High School
Self-Employed
6.414928
Urban
Comprehensive
0
18
459
6
2022-12-26 15:21:39.286113
Average
Yes
Daily
House
1,679
4,456
20
Male
16,069
Married
2
Master's
Unemployed
31.715575
Rural
Basic
null
5
null
1
2022-06-09 15:21:39.155231
Good
Yes
Daily
House
45
4,457
44
Female
6,927
Single
4
High School
null
17.917951
Urban
Premium
null
16
552
4
2024-02-29 15:21:39.214388
Poor
No
Daily
Condo
1,257
4,458
51
Male
93,477
Married
1
High School
Self-Employed
28.823905
Suburban
Comprehensive
2
4
null
6
2022-05-07 15:21:39.134960
Good
Yes
Monthly
Condo
2,036
4,459
58
Male
15,284
Married
2
PhD
Employed
16.424023
Suburban
Premium
0
4
822
6
2024-02-01 15:21:39.155231
Average
Yes
Monthly
Condo
984
4,460
24
Male
46,144
Married
null
Bachelor's
Unemployed
25.923173
Rural
Basic
0
13
769
2
2020-01-29 15:21:39.188220
Poor
Yes
Weekly
House
627
4,461
29
Male
16,274
Divorced
0
Bachelor's
Employed
25.049481
Urban
Comprehensive
2
14
824
1
2023-07-23 15:21:39.155231
Poor
Yes
Monthly
Condo
2,464
4,462
23
Female
12,604
Divorced
4
High School
Unemployed
15.845396
Urban
Premium
1
6
552
8
2024-06-05 15:21:39.203442
null
No
Daily
Condo
281
4,463
null
Male
26,193
Single
1
PhD
Unemployed
26.353327
Suburban
Basic
0
14
746
8
2024-06-24 15:21:39.134960
Poor
Yes
Daily
Apartment
2,952
4,464
60
Female
66,762
Married
0
High School
Unemployed
19.554449
Suburban
Basic
2
16
772
9
2020-09-21 15:21:39.237118
Average
Yes
Daily
Apartment
2,566
4,465
42
Female
45,789
Divorced
2
Bachelor's
Self-Employed
37.713876
Suburban
Comprehensive
0
0
619
3
2019-11-03 15:21:39.271453
Average
No
Monthly
Apartment
775
4,466
51
Male
17,091
Single
2
PhD
Self-Employed
37.8985
Urban
Premium
null
4
707
4
2023-07-16 15:21:39.237118
Good
No
Weekly
House
703
4,467
19
Male
6,938
Single
3
Master's
Self-Employed
28.642294
Urban
Premium
null
2
525
1
2024-06-27 15:21:39.172097
Average
Yes
Weekly
Apartment
3,294
4,468
45
Male
34,984
Single
2
Bachelor's
Employed
36.569641
Rural
Premium
null
5
638
7
2021-03-16 15:21:39.155231
Average
No
Weekly
House
572
4,469
33
Female
626
Divorced
1
Bachelor's
Employed
8.481044
Rural
Basic
3
14
783
5
2022-03-22 15:21:39.155231
Poor
No
Daily
Apartment
915
4,470
36
Male
81,420
Divorced
1
PhD
Unemployed
null
Suburban
Premium
null
14
602
2
2022-01-30 15:21:39.155231
Good
No
Weekly
Apartment
124
4,471
64
Male
74,069
Married
2
Bachelor's
Self-Employed
28.48756
Urban
Comprehensive
0
1
534
9
2021-05-09 15:21:39.274993
Average
Yes
Monthly
House
48
4,472
55
Female
27,981
Married
0
Master's
Unemployed
26.547391
Urban
Comprehensive
0
10
662
1
2022-07-04 15:21:39.221386
Good
Yes
Rarely
House
963
4,473
57
Male
56,645
Married
3
High School
Self-Employed
51.90831
Suburban
Basic
null
11
696
4
2022-04-10 15:21:39.155231
Average
Yes
Weekly
House
1,178
4,474
24
Male
17,992
Married
0
Master's
Unemployed
22.149537
Rural
Comprehensive
1
14
794
7
2022-03-12 15:21:39.111551
Good
Yes
Daily
Apartment
781
4,475
30
Female
38,480
Married
4
PhD
Unemployed
22.744012
Suburban
Basic
null
6
null
1
2020-09-08 15:21:39.208842
Good
Yes
Monthly
Condo
909
4,476
56
Male
14,474
Single
0
High School
null
16.707717
Suburban
Premium
1
15
337
8
2021-02-16 15:21:39.167099
Good
Yes
Daily
Apartment
647
4,477
39
Female
43,953
Single
4
Bachelor's
null
7.826189
Urban
Basic
0
6
687
2
2021-08-28 15:21:39.134960
Poor
Yes
Daily
Apartment
991
4,478
63
Female
3,860
Divorced
3
PhD
Self-Employed
8.652945
Suburban
Premium
0
13
472
2
2022-10-14 15:21:39.237118
Good
No
Daily
House
339
4,479
63
Female
128,784
Married
4
High School
Self-Employed
21.725926
Rural
Basic
null
18
459
4
2024-02-12 15:21:39.196387
Poor
No
Monthly
Apartment
159
4,480
51
Male
5,147
Single
2
Bachelor's
Employed
14.609532
Suburban
Premium
1
19
540
5
2022-05-31 15:21:39.134960
Average
No
Weekly
Apartment
776
4,481
34
Female
65,722
Single
null
PhD
Unemployed
38.519862
Suburban
Basic
0
7
819
4
2024-05-26 15:21:39.121169
Poor
Yes
Monthly
House
66
4,482
46
Male
66,953
Single
0
Bachelor's
null
13.829904
Rural
Basic
2
5
497
8
2019-12-13 15:21:39.106582
Good
Yes
Monthly
Condo
259
4,483
34
Male
36,504
Divorced
4
Bachelor's
null
12.534268
Rural
Premium
null
10
null
2
2023-01-07 15:21:39.102694
Poor
Yes
Weekly
Apartment
1,027
4,484
47
Female
16,459
Single
0
Master's
null
30.047032
Suburban
Basic
1
15
null
9
2022-08-13 15:21:39.261856
Average
No
Daily
House
205
4,485
41
Female
38,669
Single
1
PhD
Unemployed
41.267784
Rural
Comprehensive
0
10
537
5
2022-03-03 15:21:39.145732
Good
No
Monthly
Apartment
1,042
4,486
29
Female
45,668
null
3
PhD
Employed
40.846366
Urban
Comprehensive
0
11
743
6
2021-11-02 15:21:39.150730
Average
No
Daily
House
2,377
4,487
37
Male
45,801
Divorced
4
Master's
null
7.84445
Suburban
Comprehensive
1
5
676
7
2019-11-18 15:21:39.270454
Poor
No
Daily
House
457
4,488
44
Male
39,724
Married
1
High School
Unemployed
3.868232
Rural
Basic
0
16
null
1
2023-01-24 15:21:39.269494
Poor
Yes
Daily
Condo
1,542
4,489
57
Male
17,883
Single
null
High School
Unemployed
20.437867
Suburban
Premium
null
10
843
6
2022-02-08 15:21:39.190215
Average
Yes
Daily
Condo
23
4,490
64
Female
10,644
Divorced
0
Bachelor's
Self-Employed
33.857191
Urban
Premium
0
12
547
6
2020-12-28 15:21:39.274993
Good
Yes
Weekly
Condo
490
4,491
40
Female
135,661
Divorced
2
PhD
Employed
17.097521
Suburban
Basic
0
10
566
9
2019-10-23 15:21:39.229482
null
No
Daily
Apartment
170
4,492
48
Female
2,908
Single
4
Master's
Self-Employed
17.302671
Urban
Basic
3
8
470
7
2023-03-17 15:21:39.244069
Good
No
Monthly
Condo
1,285
4,493
45
Female
17,984
Single
0
Master's
null
13.959083
Suburban
Basic
1
19
697
1
2022-06-08 15:21:39.134960
Good
No
Monthly
Condo
260
4,494
26
Male
39,147
Divorced
2
PhD
Employed
23.477931
Urban
Comprehensive
0
5
746
3
2020-10-08 15:21:39.272456
Average
Yes
Rarely
Condo
738
4,495
48
Female
8,938
Single
1
High School
Employed
30.285038
Suburban
Premium
0
14
692
8
2020-06-08 15:21:39.110557
Good
No
Weekly
Condo
3,206
4,496
24
Male
39,042
Married
null
Bachelor's
Employed
31.849229
Urban
Basic
1
2
629
7
2022-12-11 15:21:39.094752
Good
Yes
Monthly
House
4,066
4,497
41
Male
45,287
Single
0
Bachelor's
null
36.24653
Suburban
Basic
null
4
823
8
2024-02-28 15:21:39.276901
Good
No
Daily
Apartment
538
4,498
60
Male
15,126
Married
2
PhD
null
26.670039
Urban
Basic
1
19
657
8
2022-01-09 15:21:39.177724
Good
No
Weekly
Condo
1,419
4,499
51
Female
null
Single
1
Bachelor's
null
16.838181
Suburban
Basic
1
8
null
6
2021-11-23 15:21:39.288099
Poor
Yes
Daily
Apartment
125