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
7,400
39
Female
34,163
Divorced
2
PhD
null
24.464612
Urban
Premium
1
10
null
2
2022-12-07 15:21:39.091080
Average
Yes
Daily
House
1,184
7,401
28
Male
58,494
Married
4
Bachelor's
Self-Employed
3.038153
Rural
Comprehensive
3
18
658
6
2019-11-28 15:21:39.102694
Good
No
Monthly
House
952
7,402
32
Female
3,725
Single
1
Bachelor's
Employed
null
Rural
Basic
0
10
null
8
2024-08-04 15:21:39.274993
Good
Yes
Monthly
Apartment
940
7,403
41
Female
10,892
Divorced
0
High School
Employed
40.271365
Suburban
Comprehensive
1
19
613
8
2020-07-31 15:21:39.271453
Good
Yes
Weekly
Apartment
1,018
7,404
25
Male
20,881
Married
4
PhD
Unemployed
13.956822
Rural
Basic
0
19
582
4
2023-06-27 15:21:39.251142
Good
Yes
Daily
Condo
857
7,405
63
Male
11,979
Married
1
Master's
null
33.591131
Rural
Basic
1
7
483
9
2021-06-25 15:21:39.249100
Average
Yes
Weekly
House
935
7,406
40
Male
21,599
Married
2
High School
Employed
32.838167
Urban
Comprehensive
null
2
null
2
2020-04-29 15:21:39.259788
Average
Yes
Daily
Condo
607
7,407
38
Female
52,844
Married
1
Master's
Employed
null
Suburban
Comprehensive
2
15
416
8
2023-08-01 15:21:39.272456
Poor
No
Daily
House
1,313
7,408
42
Female
7,013
Married
2
Bachelor's
Unemployed
17.154762
Urban
Premium
0
4
null
7
2024-08-06 15:21:39.222387
null
Yes
Daily
Condo
1,211
7,409
51
Male
10,601
Single
4
Bachelor's
null
38.085976
Urban
Basic
3
9
null
9
2021-10-06 15:21:39.181605
Good
No
Weekly
Condo
1,101
7,410
38
Male
31,798
Married
0
High School
Employed
49.835892
Rural
Comprehensive
null
4
null
5
2022-08-26 15:21:39.155231
Good
No
Daily
Condo
1,256
7,411
41
Female
17,131
Divorced
null
Bachelor's
null
16.779616
Urban
Comprehensive
4
4
659
3
2024-06-15 15:21:39.129190
Poor
Yes
Monthly
Apartment
3,619
7,412
36
Male
8,098
Married
2
Master's
Self-Employed
30.690727
Rural
Premium
0
9
758
4
2022-06-27 15:21:39.174719
Average
Yes
Daily
Apartment
391
7,413
63
Female
4,357
Single
0
Master's
Employed
24.275517
Suburban
Basic
null
13
448
3
2022-07-17 15:21:39.174719
Poor
Yes
Monthly
Condo
957
7,414
46
Female
12,770
Single
3
Bachelor's
Unemployed
42.637743
Rural
Comprehensive
null
15
null
4
2023-09-25 15:21:39.145732
Good
No
Weekly
Condo
716
7,415
60
Female
25,504
Married
0
High School
Unemployed
25.844358
Rural
Comprehensive
0
12
null
5
2023-01-30 15:21:39.091080
Good
Yes
Daily
Condo
1,149
7,416
61
Female
7,674
Married
3
Master's
Employed
17.290599
Urban
Comprehensive
0
18
834
9
2024-06-16 15:21:39.088124
Poor
Yes
Daily
Condo
731
7,417
60
Female
20,981
Single
0
Master's
null
12.591449
Suburban
Basic
null
1
null
9
2022-04-17 15:21:39.184157
Good
No
Monthly
House
541
7,418
52
Male
2,098
Married
1
High School
Unemployed
33.566568
Suburban
Comprehensive
1
2
430
9
2022-01-03 15:21:39.254678
Good
No
Weekly
House
633
7,419
33
Female
37,393
Married
3
High School
Self-Employed
29.637244
Rural
Basic
null
10
null
1
2022-09-15 15:21:39.198406
Poor
Yes
Daily
Condo
1,001
7,420
28
Female
17,963
Divorced
2
High School
null
25.834503
Urban
Comprehensive
0
15
573
8
2023-09-13 15:21:39.194829
Good
No
Daily
Apartment
825
7,421
23
Male
19,071
Married
3
Bachelor's
Employed
11.776621
Rural
Basic
1
7
407
6
2020-03-11 15:21:39.126661
Poor
Yes
Daily
Condo
959
7,422
38
Female
85,515
Married
1
Master's
Employed
38.646467
Suburban
Premium
2
14
511
4
2023-10-21 15:21:39.282785
Good
No
Rarely
Apartment
2,360
7,423
36
Male
26,015
Married
4
Bachelor's
Self-Employed
20.904169
Urban
Comprehensive
2
7
369
8
2024-05-12 15:21:39.134960
Poor
No
Rarely
House
2,371
7,424
21
Female
8,329
Divorced
4
High School
Unemployed
13.073486
Urban
Premium
2
3
null
8
2020-02-25 15:21:39.198406
Good
No
Rarely
Condo
788
7,425
64
Male
107,866
Single
3
Bachelor's
Employed
51.545521
Suburban
Comprehensive
0
2
674
7
2021-04-08 15:21:39.172097
Average
Yes
Weekly
Apartment
1,806
7,426
55
Female
44,100
Married
3
Bachelor's
Unemployed
23.276
Urban
Premium
2
16
null
7
2022-05-22 15:21:39.265513
Good
Yes
Monthly
Condo
198
7,427
38
Male
27,973
Divorced
0
Bachelor's
Self-Employed
6.241977
Urban
Premium
0
15
818
5
2019-10-28 15:21:39.098696
Poor
Yes
Rarely
Apartment
4,012
7,428
39
Male
16,863
Single
3
High School
Unemployed
28.420066
Urban
Comprehensive
1
18
351
3
2019-12-30 15:21:39.111551
Poor
No
Rarely
House
2,689
7,429
29
Female
678
Married
2
Bachelor's
Unemployed
25.908866
Urban
Basic
1
12
462
3
2021-10-10 15:21:39.134960
Poor
No
Daily
Apartment
591
7,430
42
Male
37,879
Married
2
Bachelor's
null
28.534147
Urban
Premium
0
7
463
1
2024-06-09 15:21:39.094752
Poor
No
Rarely
Condo
1,302
7,431
21
Male
96,799
Divorced
0
High School
Self-Employed
36.385261
Suburban
Basic
2
6
305
5
2021-01-22 15:21:39.098696
Good
No
Daily
House
877
7,432
20
Female
15,704
Married
3
Bachelor's
Self-Employed
42.828442
Suburban
Premium
null
9
null
4
2024-01-04 15:21:39.260856
Average
Yes
Daily
Apartment
761
7,433
63
Male
null
Married
3
High School
Self-Employed
51.12057
Urban
Premium
0
1
763
7
2023-01-17 15:21:39.155231
Poor
No
Rarely
Condo
805
7,434
39
Female
45,900
Divorced
0
Master's
null
18.420068
Rural
Comprehensive
null
11
818
1
2023-03-05 15:21:39.194829
Average
No
Rarely
Condo
819
7,435
25
Male
8,719
Single
1
Master's
null
51.084537
Suburban
Premium
null
0
369
2
2023-07-16 15:21:39.172097
Good
Yes
Rarely
Apartment
669
7,436
27
Male
2,562
Single
0
Bachelor's
Employed
20.351855
Urban
Basic
1
10
398
2
2021-12-12 15:21:39.115178
Good
Yes
Daily
House
648
7,437
38
Female
18,051
Married
2
High School
null
37.153687
Suburban
Basic
null
4
null
2
2024-03-09 15:21:39.170099
Average
No
Monthly
Condo
482
7,438
27
Male
1,029
Married
1
PhD
Unemployed
null
Rural
Comprehensive
null
15
667
8
2021-04-17 15:21:39.097737
Average
Yes
Weekly
Condo
761
7,439
53
Male
32,015
Divorced
0
High School
Unemployed
44.958644
Suburban
Premium
0
1
706
2
2023-08-30 15:21:39.222387
Poor
No
Monthly
Apartment
724
7,440
61
Female
77,527
Married
0
Bachelor's
Self-Employed
26.951754
Suburban
Basic
0
17
372
6
2022-06-02 15:21:39.117183
Poor
Yes
Rarely
Condo
1,088
7,441
29
Female
6,897
Single
null
PhD
Self-Employed
23.066236
Suburban
Premium
0
0
513
6
2021-07-17 15:21:39.172097
Average
No
Weekly
House
1,733
7,442
28
Male
4,358
Married
2
Master's
null
28.186678
Rural
Premium
1
8
386
5
2024-07-16 15:21:39.090124
Good
No
Monthly
Condo
4,039
7,443
27
Female
5,071
Single
0
Bachelor's
Self-Employed
24.582669
Suburban
Basic
1
18
827
6
2023-03-03 15:21:39.237118
Average
No
Weekly
Apartment
473
7,444
53
Male
36,049
Divorced
null
Bachelor's
Unemployed
44.403854
Rural
Premium
1
16
null
6
2022-05-16 15:21:39.091080
Good
No
Monthly
House
1,018
7,445
20
Male
54,550
Divorced
4
Bachelor's
null
11.310843
Suburban
Basic
1
15
564
9
2020-09-10 15:21:39.134960
Average
No
Monthly
House
288
7,446
28
Male
11,569
Married
3
PhD
Unemployed
6.084926
Rural
Premium
0
19
562
9
2021-07-04 15:21:39.190215
Good
Yes
Daily
House
755
7,447
33
Female
117,750
Divorced
null
Master's
null
44.412845
Rural
Basic
1
10
303
8
2023-08-13 15:21:39.132191
Average
Yes
Monthly
House
749
7,448
54
Male
3,440
Married
1
High School
null
32.82967
Rural
Basic
1
11
782
3
2019-08-25 15:21:39.209847
Poor
No
Daily
House
3,111
7,449
32
Male
25,259
Single
0
Master's
Unemployed
17.569715
Rural
Comprehensive
2
8
526
9
2021-08-21 15:21:39.175719
Average
No
Weekly
House
671
7,450
49
Male
1,387
Single
2
Bachelor's
Self-Employed
21.865962
Suburban
Comprehensive
null
11
334
7
2020-06-12 15:21:39.205850
Average
Yes
Weekly
House
566
7,451
46
Male
39,724
Single
2
Bachelor's
Unemployed
18.914556
Rural
Basic
null
19
664
1
2022-09-18 15:21:39.134960
Poor
Yes
Monthly
House
849
7,452
54
Female
20,683
Divorced
2
High School
Employed
18.489994
Rural
Premium
2
5
582
4
2022-11-20 15:21:39.180553
Poor
Yes
Rarely
Condo
818
7,453
62
Male
48,842
Married
3
Bachelor's
null
25.812579
Urban
Basic
0
10
407
1
2022-11-02 15:21:39.155231
Average
No
Monthly
Condo
464
7,454
50
Female
24,203
Married
4
Bachelor's
Self-Employed
29.948688
Urban
Comprehensive
1
2
null
1
2020-02-15 15:21:39.223901
Good
Yes
Weekly
Apartment
87
7,455
29
Female
4,680
Married
4
Bachelor's
Unemployed
null
Suburban
Comprehensive
0
16
636
1
2021-04-22 15:21:39.134960
Average
No
Monthly
Condo
803
7,456
37
Female
40,216
Single
3
PhD
null
6.977312
Rural
Basic
0
6
582
6
2022-11-30 15:21:39.250151
Average
No
Weekly
Condo
1,115
7,457
50
Male
32,703
Divorced
4
Bachelor's
Self-Employed
14.76634
Suburban
Premium
1
10
518
6
2023-02-13 15:21:39.155231
Average
Yes
Rarely
Apartment
107
7,458
61
Male
40,978
Married
0
PhD
null
17.939268
Suburban
Premium
1
8
583
3
2020-06-30 15:21:39.134960
Good
No
Daily
House
1,211
7,459
19
Male
16,084
Single
4
Master's
Self-Employed
21.771323
Urban
Basic
1
13
null
4
2021-10-23 15:21:39.089116
Average
No
Weekly
House
661
7,460
22
Male
25,309
Divorced
4
PhD
null
22.828667
Rural
Comprehensive
1
18
647
8
2020-08-16 15:21:39.134960
Average
No
Weekly
House
100
7,461
20
Male
null
Single
1
PhD
Self-Employed
22.564652
Suburban
Premium
0
0
373
9
2021-09-15 15:21:39.237118
Average
Yes
Rarely
Apartment
423
7,462
41
Female
null
Married
3
Bachelor's
null
51.933606
Suburban
Premium
null
7
693
9
2023-06-15 15:21:39.191219
Average
Yes
Daily
House
832
7,463
23
Female
3,988
Divorced
1
Bachelor's
Employed
28.237768
Rural
Comprehensive
null
14
397
2
2022-09-19 15:21:39.155231
Poor
No
Weekly
Condo
434
7,464
30
Female
31,446
Divorced
1
Bachelor's
Self-Employed
15.84166
Urban
Basic
0
2
446
3
2024-02-06 15:21:39.120168
Good
Yes
Rarely
Condo
725
7,465
41
Female
39,428
Married
4
High School
null
19.276315
Urban
Basic
2
19
582
1
2019-09-14 15:21:39.173834
Poor
No
Rarely
Apartment
1,035
7,466
44
Female
6,077
Single
0
Bachelor's
null
31.148877
Urban
Comprehensive
null
6
798
7
2020-05-12 15:21:39.094752
Good
No
Daily
Condo
479
7,467
30
Female
11,381
Married
3
Bachelor's
Unemployed
32.983052
Suburban
Premium
null
19
810
3
2023-02-26 15:21:39.144722
Good
Yes
Monthly
Apartment
399
7,468
45
Female
null
Single
3
Bachelor's
Employed
49.107727
Rural
Comprehensive
null
6
382
9
2019-12-06 15:21:39.255696
Poor
Yes
Weekly
House
1,709
7,469
29
Male
2,307
Married
2
PhD
Self-Employed
22.773673
Urban
Premium
0
1
571
3
2022-11-12 15:21:39.218388
Poor
Yes
Monthly
House
288
7,470
62
Male
64,869
Single
1
High School
Employed
30.879387
Rural
Premium
null
16
388
2
2022-03-08 15:21:39.123711
Average
Yes
Daily
Condo
545
7,471
47
Male
null
Single
0
High School
null
43.959873
Rural
Premium
1
12
844
4
2024-03-14 15:21:39.143708
null
No
Monthly
House
2,025
7,472
48
Male
92,708
Single
4
High School
Unemployed
38.37366
Rural
Basic
1
12
324
7
2022-05-09 15:21:39.197445
Average
No
Weekly
Condo
895
7,473
56
Female
4,821
Divorced
2
PhD
Self-Employed
null
Suburban
Premium
1
10
737
4
2020-07-09 15:21:39.089116
Poor
Yes
Monthly
Apartment
1,803
7,474
55
Male
29,096
Single
0
PhD
Unemployed
30.622942
Rural
Basic
2
2
479
9
2023-05-16 15:21:39.244069
Poor
Yes
Daily
House
477
7,475
42
Female
28,161
Single
1
PhD
Self-Employed
34.092913
Rural
Basic
0
15
714
7
2021-06-11 15:21:39.281787
Good
Yes
Daily
Apartment
188
7,476
34
Male
71,488
Divorced
2
PhD
null
11.94872
Urban
Basic
0
18
442
7
2021-04-17 15:21:39.245086
Average
Yes
Weekly
Condo
1,489
7,477
35
Male
37,827
Single
null
Master's
Employed
36.689921
Urban
Basic
1
8
450
8
2019-09-29 15:21:39.279729
Poor
Yes
Rarely
House
1,129
7,478
31
Male
11,095
Single
1
Bachelor's
Self-Employed
21.816101
Rural
Basic
null
14
781
9
2024-06-29 15:21:39.261856
Poor
No
Rarely
Condo
150
7,479
24
Female
43,487
Divorced
2
Bachelor's
null
21.0019
Rural
Premium
1
6
796
4
2020-07-30 15:21:39.155231
Good
No
Weekly
House
446
7,480
54
Female
1,038
Married
null
Bachelor's
Self-Employed
25.569357
Rural
Premium
null
14
706
5
2021-01-03 15:21:39.172097
Average
No
Monthly
Apartment
2,183
7,481
36
Female
6,157
Single
0
PhD
null
17.166044
Suburban
Comprehensive
1
0
622
3
2021-10-01 15:21:39.283783
Good
Yes
Rarely
House
661
7,482
45
Female
9,093
Single
0
High School
Self-Employed
40.771353
Urban
Comprehensive
1
13
764
9
2022-01-15 15:21:39.177724
Poor
No
Daily
House
1,020
7,483
27
Male
15,328
Single
3
High School
Self-Employed
33.847125
Rural
Comprehensive
0
9
670
8
2024-06-18 15:21:39.155231
Good
Yes
Weekly
House
48
7,484
64
Female
2,879
Single
null
High School
Employed
36.964951
Suburban
Premium
2
2
null
1
2022-12-10 15:21:39.237118
Poor
Yes
Weekly
Condo
708
7,485
19
Male
45,625
Single
4
Master's
Employed
20.170316
Rural
Basic
0
2
636
3
2023-05-15 15:21:39.144722
Good
No
Rarely
House
1,548
7,486
26
Female
24,881
Divorced
0
High School
null
30.753545
Urban
Premium
null
14
719
6
2020-04-01 15:21:39.278402
Average
Yes
Daily
Condo
635
7,487
40
Female
18,058
Divorced
1
PhD
null
34.334564
Suburban
Premium
0
19
757
8
2021-03-26 15:21:39.149731
Average
No
Weekly
House
706
7,488
34
Female
72,553
Single
0
PhD
Self-Employed
27.966277
Suburban
Comprehensive
1
3
752
4
2021-05-26 15:21:39.155231
Poor
Yes
Monthly
House
3,797
7,489
31
Male
18,472
Single
2
Bachelor's
null
40.837399
Rural
Basic
null
0
559
7
2022-10-24 15:21:39.155231
Good
No
Weekly
Condo
1,338
7,490
37
Female
29,113
Divorced
0
Bachelor's
Employed
35.642714
Suburban
Basic
null
17
null
1
2020-05-23 15:21:39.134960
Average
No
Rarely
Apartment
442
7,491
56
Female
29,350
Divorced
3
Master's
null
30.243615
Suburban
Premium
0
15
null
7
2022-07-31 15:21:39.226954
Poor
Yes
Rarely
House
639
7,492
51
Female
18,341
Married
1
High School
Unemployed
34.065862
Rural
Comprehensive
0
15
667
2
2022-09-08 15:21:39.237118
Average
Yes
Monthly
House
884
7,493
34
Female
798
Divorced
2
Master's
Employed
10.592824
Urban
Premium
0
15
495
2
2023-06-10 15:21:39.189223
Average
No
Weekly
Apartment
1,992
7,494
19
Female
8,072
Married
1
High School
null
17.92429
Rural
Comprehensive
0
8
null
3
2024-06-03 15:21:39.273973
Average
Yes
Weekly
Apartment
619
7,495
51
Female
null
Married
4
Bachelor's
Unemployed
32.83554
Urban
Premium
0
3
503
2
2023-12-25 15:21:39.185215
Average
No
Weekly
House
182
7,496
36
Male
18,077
Married
4
Bachelor's
null
34.827609
Suburban
Basic
null
4
710
3
2020-03-23 15:21:39.285112
Good
Yes
Rarely
Apartment
522
7,497
62
Female
114,969
Married
3
PhD
null
40.294431
Rural
Premium
2
16
356
6
2022-08-08 15:21:39.134960
Good
Yes
Monthly
Condo
536
7,498
23
Male
10,068
Married
0
Bachelor's
Employed
30.790084
Rural
Basic
0
15
582
4
2020-03-27 15:21:39.134960
Good
No
Weekly
House
1,155
7,499
51
Female
72,941
Single
3
High School
Unemployed
null
Urban
Basic
null
8
621
1
2022-07-23 15:21:39.134960
Average
No
Rarely
Condo
2,675