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
9,400
50
Female
20,482
Single
3
High School
Self-Employed
22.914361
Suburban
Basic
1
4
767
7
2020-11-15 15:21:39.194829
Average
No
Rarely
Condo
468
9,401
55
Female
6,971
Single
4
Master's
Unemployed
33.607896
Suburban
Comprehensive
1
15
391
4
2021-01-01 15:21:39.278402
Average
Yes
Monthly
House
2,047
9,402
47
Male
35,297
Divorced
2
High School
Unemployed
27.907998
Suburban
Basic
null
1
824
3
2022-04-04 15:21:39.155231
Poor
No
Monthly
Apartment
1,709
9,403
37
Female
5,976
Single
0
Master's
Self-Employed
26.937863
Suburban
Basic
1
11
833
1
2021-08-17 15:21:39.133866
null
No
Rarely
Condo
821
9,404
30
Male
null
Single
null
Master's
Unemployed
33.183477
Urban
Basic
1
15
422
6
2024-03-21 15:21:39.093681
Poor
No
Rarely
Apartment
45
9,405
62
Female
26,254
Married
1
Master's
Employed
7.231716
Rural
Premium
0
18
409
2
2020-09-28 15:21:39.282785
Good
Yes
Rarely
Apartment
572
9,406
57
Female
2,894
Married
4
PhD
Self-Employed
null
Suburban
Premium
null
18
827
2
2022-07-17 15:21:39.096739
Good
No
Rarely
House
1,488
9,407
54
Male
79,852
Single
1
Bachelor's
Unemployed
14.824905
Rural
Comprehensive
1
12
null
4
2022-02-25 15:21:39.226954
Good
No
Rarely
Condo
399
9,408
43
Male
141,501
Married
2
Bachelor's
Unemployed
23.716409
Suburban
Premium
1
1
707
9
2020-12-14 15:21:39.226954
Good
No
Monthly
House
251
9,409
20
Male
28,689
Married
4
Bachelor's
Unemployed
7.936962
Suburban
Basic
null
14
834
8
2022-11-28 15:21:39.092127
Good
No
Daily
House
859
9,410
45
Male
52,476
Married
2
Master's
Employed
28.973602
Rural
Comprehensive
null
0
379
5
2024-02-23 15:21:39.228521
Average
No
Daily
Condo
285
9,411
62
Female
3,647
Divorced
null
PhD
null
33.382317
Suburban
Premium
1
16
null
9
2023-03-10 15:21:39.155231
Good
Yes
Monthly
House
2,161
9,412
36
Male
1,488
Married
3
Master's
Employed
45.008951
Rural
Comprehensive
3
0
795
4
2023-01-03 15:21:39.237118
Good
No
Monthly
Apartment
1,032
9,413
35
Male
24,371
Divorced
4
High School
Self-Employed
20.988784
Urban
Premium
1
3
663
6
2020-08-16 15:21:39.271453
Average
No
Monthly
Apartment
827
9,414
64
Male
3,416
Married
0
PhD
Unemployed
27.82901
Urban
Comprehensive
null
6
null
5
2020-04-07 15:21:39.237118
Poor
No
Rarely
Apartment
2,864
9,415
55
Female
20,429
Divorced
null
Bachelor's
Self-Employed
7.803749
Suburban
Comprehensive
2
15
812
1
2020-05-29 15:21:39.185215
Average
No
Rarely
Condo
1,410
9,416
50
Male
38,662
Single
3
Master's
Self-Employed
9.53477
Suburban
Premium
0
17
767
3
2022-03-28 15:21:39.176717
Poor
Yes
Monthly
Condo
944
9,417
27
Male
null
Single
1
High School
Self-Employed
24.967331
Rural
Premium
1
3
382
9
2023-01-31 15:21:39.236064
Poor
No
Monthly
Apartment
753
9,418
30
Female
1,589
Married
0
PhD
Self-Employed
34.064701
Urban
Premium
1
1
551
8
2020-12-06 15:21:39.279729
Poor
Yes
Rarely
Condo
20
9,419
61
Male
29,377
Divorced
null
High School
null
21.527292
Urban
Basic
1
0
617
3
2022-06-25 15:21:39.164044
Poor
Yes
Daily
House
1,067
9,420
55
Female
43,714
Single
4
Master's
Self-Employed
30.948429
Suburban
Basic
1
2
603
7
2023-08-11 15:21:39.134960
Good
No
Rarely
Apartment
596
9,421
45
Female
43,440
Married
null
Bachelor's
null
24.55146
Urban
Comprehensive
0
17
603
5
2020-11-26 15:21:39.134960
null
No
Daily
Apartment
1,636
9,422
64
Female
8,371
Divorced
0
Master's
null
23.261876
Rural
Premium
0
9
792
1
2021-02-22 15:21:39.276901
Good
No
Monthly
Condo
485
9,423
51
Female
23,981
Single
null
Bachelor's
null
14.95821
Suburban
Comprehensive
null
13
783
4
2023-05-25 15:21:39.134960
Poor
Yes
Daily
Apartment
778
9,424
56
Male
24,991
Married
0
High School
null
12.620193
Rural
Premium
1
11
771
6
2022-11-24 15:21:39.230483
Good
No
Monthly
Apartment
906
9,425
50
Male
35,922
Married
2
Bachelor's
Self-Employed
18.919513
Rural
Premium
null
15
678
6
2023-06-07 15:21:39.151732
Average
Yes
Rarely
Condo
774
9,426
21
Female
65,788
Single
4
Master's
Employed
39.902201
Urban
Comprehensive
2
10
443
3
2021-05-31 15:21:39.155231
Poor
No
Weekly
House
597
9,427
39
Male
53,893
Divorced
1
PhD
null
19.922263
Rural
Premium
0
16
796
4
2020-06-14 15:21:39.134960
Average
Yes
Weekly
Apartment
382
9,428
48
Male
100,842
Single
0
PhD
Unemployed
null
Suburban
Basic
0
3
null
6
2019-10-04 15:21:39.134960
null
Yes
Monthly
Apartment
952
9,429
31
Male
456
Divorced
3
Bachelor's
null
22.85747
Rural
Comprehensive
1
15
345
1
2023-09-05 15:21:39.198406
Poor
Yes
Daily
Apartment
2,128
9,430
33
Female
29,368
Divorced
4
Bachelor's
Employed
24.955158
Rural
Basic
2
14
695
8
2020-09-09 15:21:39.134960
Poor
Yes
Daily
Apartment
1,078
9,431
34
Female
null
Married
2
PhD
Unemployed
35.452447
Urban
Premium
0
6
394
9
2019-10-15 15:21:39.095696
Average
No
Daily
Apartment
1,411
9,432
53
Female
45,907
Divorced
2
High School
Employed
null
Suburban
Basic
1
15
833
5
2020-11-12 15:21:39.155231
Average
Yes
Weekly
House
683
9,433
51
Female
16,651
Married
null
Bachelor's
Employed
11.827224
Rural
Comprehensive
1
8
510
8
2022-02-11 15:21:39.147735
null
Yes
Weekly
House
1,117
9,434
37
Female
3,240
Divorced
2
Bachelor's
null
null
Suburban
Basic
null
16
715
9
2020-06-06 15:21:39.155231
Poor
Yes
Rarely
Condo
1,125
9,435
62
Female
17,863
Married
3
PhD
Self-Employed
29.652405
Urban
Premium
null
5
575
7
2022-10-01 15:21:39.125660
Average
Yes
Rarely
House
488
9,436
62
Female
138,919
Married
0
High School
Unemployed
11.85612
Suburban
Basic
1
15
391
7
2024-08-04 15:21:39.080184
Good
Yes
Monthly
Condo
49
9,437
21
Male
7,881
Divorced
1
High School
Employed
4.053962
Suburban
Premium
1
12
542
1
2022-10-30 15:21:39.174719
Average
Yes
Monthly
House
1,192
9,438
42
Female
21,268
Married
3
PhD
Employed
31.918279
Suburban
Comprehensive
1
3
393
1
2021-11-02 15:21:39.092127
Good
Yes
Weekly
House
1,781
9,439
18
Male
5,908
Single
4
PhD
Employed
16.914778
Suburban
Premium
null
12
742
2
2024-07-02 15:21:39.155231
Average
No
Monthly
Condo
27
9,440
49
Male
9,093
Single
null
Master's
Unemployed
23.551068
Urban
Comprehensive
1
9
716
5
2020-04-25 15:21:39.256696
Poor
Yes
Daily
Condo
881
9,441
59
Male
8,413
Single
1
PhD
null
25.926336
Suburban
Comprehensive
1
13
628
7
2021-09-12 15:21:39.134960
Average
No
Weekly
Condo
488
9,442
62
Female
81,380
Married
3
Bachelor's
null
23.474036
Suburban
Comprehensive
2
19
329
2
2021-11-04 15:21:39.206847
Average
Yes
Weekly
Condo
58
9,443
54
Female
61,644
Married
0
Master's
Employed
51.172066
Suburban
Premium
0
17
757
1
2022-07-08 15:21:39.261856
Average
No
Monthly
Apartment
643
9,444
27
Male
44,627
Single
1
Master's
Self-Employed
3.476723
Rural
Basic
1
8
487
2
2022-07-01 15:21:39.093681
Good
No
Daily
Apartment
3,188
9,445
57
Female
2,760
Divorced
1
High School
Self-Employed
18.25974
Rural
Comprehensive
1
11
778
4
2021-12-10 15:21:39.176717
null
Yes
Rarely
Apartment
1,091
9,446
36
Female
104,488
Married
0
Bachelor's
Unemployed
39.682339
Rural
Comprehensive
null
9
728
2
2019-08-17 15:21:39.226954
null
No
Weekly
Apartment
539
9,447
46
Male
102,895
Divorced
0
Master's
null
6.167989
Rural
Basic
0
2
466
4
2021-02-01 15:21:39.134960
Poor
No
Rarely
House
26
9,448
45
Female
6,095
Divorced
2
Bachelor's
Employed
13.619643
Suburban
Premium
0
11
null
9
2019-11-25 15:21:39.201446
Poor
Yes
Daily
Apartment
474
9,449
54
Female
30,881
Married
0
High School
null
46.922669
Urban
Basic
1
4
557
4
2019-08-22 15:21:39.263607
Poor
Yes
Weekly
Condo
1,229
9,450
39
Male
15,284
Divorced
2
Master's
Unemployed
44.935655
Rural
Comprehensive
0
16
null
1
2021-12-03 15:21:39.134960
Poor
Yes
Monthly
House
724
9,451
46
Male
67,580
Single
2
High School
Self-Employed
32.85868
Suburban
Basic
null
14
802
3
2020-01-01 15:21:39.246098
Poor
No
Weekly
Condo
168
9,452
60
Male
57,481
Single
1
PhD
Self-Employed
19.137959
Urban
Basic
2
3
642
4
2023-06-17 15:21:39.204790
Poor
Yes
Monthly
Apartment
24
9,453
56
Female
44,966
Married
4
Bachelor's
Employed
25.373403
Urban
Basic
1
6
544
6
2023-02-02 15:21:39.226954
Poor
Yes
Rarely
Apartment
1,251
9,454
54
Male
1,795
Single
1
Master's
null
17.923308
Urban
Comprehensive
0
7
432
1
2021-11-14 15:21:39.092127
Average
Yes
Monthly
Apartment
642
9,455
43
Male
46,114
null
0
Master's
null
null
Rural
Premium
2
18
462
8
2021-08-09 15:21:39.176717
Average
No
Daily
House
1,874
9,456
45
Female
33,066
Divorced
null
High School
Unemployed
18.8449
Urban
Comprehensive
1
15
841
6
2020-07-28 15:21:39.247098
Average
Yes
Weekly
Condo
300
9,457
35
Male
17,001
Divorced
4
Bachelor's
Self-Employed
23.334219
Suburban
Premium
0
19
571
1
2024-06-09 15:21:39.168099
null
Yes
Rarely
House
524
9,458
54
Male
33,484
Single
null
High School
Employed
27.425907
Urban
Comprehensive
null
7
490
6
2020-01-30 15:21:39.182597
Poor
Yes
Monthly
Apartment
310
9,459
24
Female
15,583
Divorced
2
High School
Self-Employed
18.038192
Suburban
Premium
null
15
501
8
2021-07-08 15:21:39.115178
Good
No
Weekly
House
1,927
9,460
31
Female
74,089
Divorced
1
PhD
null
5.552873
Rural
Basic
1
1
324
3
2020-12-04 15:21:39.209847
Poor
No
Monthly
House
190
9,461
25
Male
5,907
Single
1
PhD
Unemployed
24.651428
Suburban
Premium
null
12
722
6
2024-04-10 15:21:39.229482
Average
Yes
Daily
Apartment
919
9,462
40
Male
15,761
Single
2
High School
null
5.146509
Suburban
Comprehensive
2
3
486
2
2020-04-22 15:21:39.237118
Average
No
Monthly
Condo
2,225
9,463
46
Female
12,058
Single
3
Master's
Employed
36.878495
Urban
Basic
0
18
496
2
2020-12-16 15:21:39.237118
Average
No
Daily
Condo
462
9,464
39
Female
11,995
Single
2
Bachelor's
Employed
29.369811
Suburban
Comprehensive
0
9
813
1
2023-03-14 15:21:39.155231
null
No
Daily
Apartment
29
9,465
18
Male
24,666
Single
4
Bachelor's
Employed
34.980141
Rural
Basic
2
2
509
8
2022-07-26 15:21:39.080440
Good
No
Weekly
House
1,044
9,466
34
Male
31,002
Divorced
2
High School
Unemployed
47.967191
Rural
Basic
0
11
639
6
2021-06-05 15:21:39.225916
null
No
Rarely
House
756
9,467
53
Male
53,895
Married
null
Bachelor's
null
14.547654
Suburban
Comprehensive
0
1
434
5
2022-11-29 15:21:39.183598
Average
No
Daily
House
2,197
9,468
28
Female
46,225
Divorced
4
PhD
Unemployed
29.097299
Suburban
Comprehensive
null
14
427
6
2021-10-01 15:21:39.250151
Good
Yes
Rarely
House
661
9,469
30
Male
95,352
Divorced
null
Bachelor's
Unemployed
21.079127
Urban
Comprehensive
null
15
817
1
2022-10-13 15:21:39.199447
Poor
No
Weekly
House
110
9,470
63
Female
8,062
Single
2
Master's
null
11.133414
Urban
Basic
0
1
494
4
2024-02-27 15:21:39.155231
Poor
No
Monthly
Apartment
474
9,471
19
Male
null
Single
2
Master's
Self-Employed
46.944682
Urban
Premium
2
8
394
6
2022-03-31 15:21:39.134960
Poor
No
Rarely
Condo
681
9,472
34
Female
5,947
Divorced
0
Bachelor's
null
51.602914
Urban
Premium
2
3
718
1
2023-09-05 15:21:39.181605
Good
No
Daily
Condo
1,046
9,473
30
Female
35,644
Married
4
PhD
Self-Employed
6.724977
Urban
Comprehensive
1
13
743
6
2022-05-07 15:21:39.193945
Poor
No
Weekly
Condo
1,523
9,474
37
Female
1,238
Divorced
0
Master's
Unemployed
21.353898
Urban
Basic
0
13
493
1
2022-02-16 15:21:39.134960
Good
Yes
Weekly
Apartment
561
9,475
31
Female
102,742
Divorced
2
PhD
Unemployed
49.824679
Suburban
Comprehensive
0
13
454
1
2019-11-23 15:21:39.247098
Good
No
Monthly
Condo
1,691
9,476
22
Female
7,072
Single
0
Master's
Employed
8.59367
Suburban
Basic
1
12
773
5
2023-06-03 15:21:39.094752
Good
Yes
Monthly
House
654
9,477
25
Female
12,053
Married
0
Bachelor's
null
18.849017
Rural
Comprehensive
0
16
524
6
2021-07-12 15:21:39.087123
Poor
No
Weekly
Apartment
942
9,478
24
Female
39,744
Married
3
PhD
null
12.441587
Rural
Premium
2
4
442
5
2024-02-27 15:21:39.143708
Good
Yes
Weekly
Condo
1,059
9,479
53
Female
78,042
Divorced
1
PhD
null
19.989879
Rural
Basic
1
7
309
7
2021-09-09 15:21:39.206847
Good
Yes
Monthly
House
121
9,480
63
Female
31,994
Single
0
PhD
null
21.828777
Suburban
Basic
1
10
648
8
2022-08-29 15:21:39.208842
Average
Yes
Daily
House
2,846
9,481
56
Female
1,765
Divorced
0
Bachelor's
null
18.013992
Rural
Premium
null
15
447
6
2021-12-14 15:21:39.134960
Average
No
Monthly
Condo
576
9,482
55
Female
24,516
Single
1
High School
Employed
27.568841
Suburban
Premium
0
18
540
3
2022-04-29 15:21:39.289099
Average
Yes
Weekly
House
3,086
9,483
42
Female
105,935
Married
4
High School
Employed
14.311314
Rural
Premium
null
9
495
4
2023-08-25 15:21:39.155231
null
Yes
Weekly
Apartment
1,542
9,484
62
Male
28,981
Divorced
0
High School
Self-Employed
42.986895
Urban
Basic
null
15
552
2
2020-08-01 15:21:39.205850
Poor
No
Weekly
Condo
1,229
9,485
43
Female
103,027
Married
2
Master's
Employed
51.165736
Suburban
Basic
2
17
null
9
2023-05-21 15:21:39.165120
Average
No
Rarely
Condo
829
9,486
53
Male
121,281
Divorced
2
Bachelor's
null
49.867229
Urban
Premium
null
0
685
2
2021-12-26 15:21:39.247098
Poor
Yes
Daily
Condo
394
9,487
49
Female
17,520
Married
null
Master's
null
30.240001
Urban
Comprehensive
null
13
669
1
2023-07-13 15:21:39.134960
Average
No
Weekly
Condo
3,508
9,488
24
Female
11,570
Married
2
PhD
Self-Employed
19.664473
Urban
Comprehensive
null
7
381
4
2023-11-23 15:21:39.253660
Average
Yes
Monthly
House
1,090
9,489
33
Male
4,940
Married
2
PhD
null
20.316846
Suburban
Comprehensive
null
16
null
6
2023-11-16 15:21:39.172097
Average
Yes
Daily
Condo
3,942
9,490
21
Male
86,422
null
4
High School
Unemployed
17.312989
Urban
Comprehensive
1
15
325
7
2020-03-31 15:21:39.146733
null
No
Monthly
Condo
35
9,491
44
Female
18,199
Divorced
3
High School
null
18.020918
Rural
Premium
1
5
707
4
2020-11-08 15:21:39.134960
Average
No
Rarely
Condo
907
9,492
30
Male
6,592
Married
0
Master's
Employed
24.633813
Urban
Basic
null
10
441
1
2022-11-21 15:21:39.194829
Average
No
Rarely
Condo
556
9,493
58
Female
123,439
Divorced
2
High School
Self-Employed
36.33667
Suburban
Basic
1
5
305
9
2022-02-10 15:21:39.092127
Good
No
Rarely
House
699
9,494
35
Male
626
Married
1
High School
null
18.735575
Suburban
Premium
0
0
515
4
2022-11-20 15:21:39.134960
Poor
No
Daily
House
121
9,495
38
Male
9,092
Single
0
PhD
null
17.858284
Rural
Comprehensive
2
13
null
6
2020-06-12 15:21:39.207847
Good
No
Weekly
Condo
745
9,496
26
Male
14,897
Divorced
null
Master's
null
7.38677
Urban
Premium
4
6
731
7
2022-12-17 15:21:39.207847
Average
No
Monthly
Apartment
985
9,497
59
Male
13,852
Married
2
Master's
Employed
13.93899
Rural
Basic
null
13
625
2
2022-09-22 15:21:39.250151
Good
No
Daily
House
424
9,498
61
Male
15,008
Married
1
Master's
Self-Employed
40.858279
Suburban
Comprehensive
null
4
722
7
2021-08-18 15:21:39.119168
Average
No
Rarely
Apartment
1,563
9,499
56
Male
41,927
Single
3
PhD
Employed
25.817274
Suburban
Premium
0
3
827
4
2019-10-23 15:21:39.150730
Poor
No
Weekly
House
202