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
2,800
61
Male
8,058
Married
0
High School
Self-Employed
22.272314
Suburban
Basic
1
19
734
1
2023-09-16 15:21:39.184157
null
No
Monthly
Condo
736
2,801
39
Male
25,554
Divorced
0
PhD
Unemployed
13.08144
Rural
Comprehensive
null
2
751
9
2023-06-21 15:21:39.272456
Poor
No
Daily
House
1,654
2,802
38
Male
51,464
Single
0
Master's
Employed
24.623834
Suburban
Basic
2
12
354
1
2024-06-07 15:21:39.155231
null
Yes
Monthly
House
182
2,803
19
Female
85,976
Divorced
null
Master's
Employed
51.818058
Suburban
Basic
0
7
421
3
2020-11-02 15:21:39.270454
Good
Yes
Weekly
Apartment
639
2,804
null
Male
59,519
Divorced
2
Bachelor's
Self-Employed
41.279131
Suburban
Comprehensive
null
17
null
2
2022-05-02 15:21:39.198406
Average
Yes
Daily
Apartment
58
2,805
24
Female
32,943
Divorced
1
Bachelor's
Unemployed
35.3555
Rural
Comprehensive
1
1
586
1
2021-12-24 15:21:39.134960
null
No
Weekly
Apartment
695
2,806
53
Female
17,735
Divorced
1
PhD
Self-Employed
28.847761
Rural
Basic
0
2
728
2
2024-03-02 15:21:39.086123
Good
No
Rarely
Apartment
961
2,807
30
Female
2,800
Single
4
PhD
Self-Employed
22.89535
Urban
Comprehensive
2
13
636
9
2023-06-25 15:21:39.134960
Good
Yes
Monthly
Condo
1,246
2,808
52
Male
35,039
Single
4
PhD
null
26.716953
Urban
Premium
null
15
null
2
2023-11-18 15:21:39.247098
null
No
Daily
House
1,065
2,809
48
Male
844
Single
4
PhD
Unemployed
null
Suburban
Basic
1
9
772
6
2020-04-04 15:21:39.113566
Average
No
Rarely
Apartment
508
2,810
20
Female
null
Single
4
High School
Self-Employed
17.166632
Rural
Premium
0
18
328
2
2019-12-27 15:21:39.132191
Average
No
Weekly
Condo
1,208
2,811
59
Female
11,301
Single
1
Bachelor's
Self-Employed
10.603709
Rural
Comprehensive
null
17
397
2
2023-10-13 15:21:39.119168
Poor
Yes
Daily
House
938
2,812
26
Male
null
Single
null
PhD
Self-Employed
19.073207
Urban
Comprehensive
null
15
384
5
2023-05-26 15:21:39.258696
Average
Yes
Weekly
Apartment
1,851
2,813
55
Female
null
Married
null
High School
null
6.928284
Suburban
Basic
1
6
616
9
2023-05-23 15:21:39.264504
Average
Yes
Monthly
Apartment
137
2,814
49
Female
36,862
Divorced
0
Bachelor's
null
32.77835
Rural
Comprehensive
null
18
369
9
2022-03-23 15:21:39.084065
Poor
Yes
Daily
Condo
1,986
2,815
56
Female
38,658
Single
0
PhD
Unemployed
19.913258
Rural
Comprehensive
null
0
462
8
2021-02-21 15:21:39.126661
Good
Yes
Monthly
House
227
2,816
41
Male
3,859
Single
0
PhD
Self-Employed
12.824686
Suburban
Premium
2
12
null
8
2023-02-03 15:21:39.134960
Good
No
Daily
Apartment
2,482
2,817
59
Female
45,670
Married
2
Bachelor's
Self-Employed
null
Urban
Basic
0
15
631
9
2021-03-19 15:21:39.155231
Average
No
Weekly
Condo
710
2,818
49
Male
147,906
Divorced
4
High School
Self-Employed
51.077906
Rural
Comprehensive
null
11
null
2
2024-04-03 15:21:39.194829
Good
Yes
Daily
Condo
2,478
2,819
58
Male
2,714
Single
3
Master's
null
12.488746
Suburban
Premium
1
4
469
2
2022-11-28 15:21:39.175719
Good
Yes
Weekly
House
2,767
2,820
62
Female
24,000
Single
4
Master's
null
27.096708
Suburban
Premium
2
12
406
2
2020-10-21 15:21:39.155231
Poor
Yes
Daily
Apartment
1,855
2,821
60
Male
5,072
Married
2
PhD
Self-Employed
null
Suburban
Premium
null
0
644
1
2024-06-21 15:21:39.222387
Poor
Yes
Weekly
Condo
582
2,822
52
Female
25,861
Single
4
High School
Self-Employed
null
Rural
Premium
1
15
438
9
2020-10-14 15:21:39.174719
Good
No
Daily
Condo
493
2,823
null
Male
86,301
Divorced
4
High School
Self-Employed
6.013049
Suburban
Comprehensive
0
14
443
5
2021-10-09 15:21:39.286113
Average
No
Weekly
Apartment
1,119
2,824
50
Female
26,658
Divorced
0
Master's
Employed
36.599748
Rural
Premium
1
5
573
5
2023-05-14 15:21:39.212862
Average
Yes
Weekly
House
1,626
2,825
58
Male
17,010
Married
4
Bachelor's
Unemployed
45.44283
Suburban
Premium
0
18
832
8
2023-03-02 15:21:39.155231
Good
Yes
Daily
Apartment
841
2,826
33
Female
2,128
Single
2
High School
null
39.913625
Urban
Comprehensive
null
13
410
2
2024-02-18 15:21:39.196387
Poor
Yes
Weekly
House
299
2,827
52
Male
1,227
Single
4
PhD
Self-Employed
null
Urban
Comprehensive
1
19
706
1
2022-06-19 15:21:39.248098
Poor
Yes
Rarely
House
729
2,828
31
Male
120,163
Single
null
High School
null
null
Suburban
Comprehensive
null
11
707
8
2021-07-07 15:21:39.168099
null
Yes
Rarely
Apartment
1,364
2,829
31
Male
40,892
Divorced
2
PhD
Self-Employed
30.014592
Rural
Comprehensive
null
7
554
9
2021-10-11 15:21:39.091080
Poor
No
Daily
Apartment
944
2,830
32
Female
67,733
Single
1
Master's
null
10.604622
Rural
Basic
0
3
340
3
2021-07-18 15:21:39.134960
Average
Yes
Weekly
Condo
1,690
2,831
36
Male
2,447
Divorced
null
PhD
Unemployed
28.449547
Suburban
Premium
1
6
null
7
2024-05-27 15:21:39.288099
Average
No
Daily
House
2,534
2,832
19
Female
25,792
Divorced
4
Master's
null
38.362974
Suburban
Premium
1
0
null
1
2022-03-04 15:21:39.134960
Average
No
Daily
House
715
2,833
27
Male
35,174
Divorced
0
Bachelor's
Employed
48.419966
Rural
Basic
0
4
809
5
2022-12-15 15:21:39.196387
null
Yes
Rarely
House
479
2,834
41
Female
27,442
Married
2
High School
Self-Employed
34.35547
Urban
Basic
1
8
518
1
2021-04-12 15:21:39.237118
Average
Yes
Rarely
Condo
1,119
2,835
62
Male
144,916
Married
3
Bachelor's
null
36.643822
Rural
Basic
null
1
361
8
2022-04-14 15:21:39.246098
Poor
No
Weekly
Condo
604
2,836
41
Female
24,894
Married
0
Bachelor's
Employed
6.897809
Rural
Comprehensive
null
5
751
1
2020-04-29 15:21:39.173834
Good
No
Monthly
Apartment
1,042
2,837
35
Male
5,516
Single
0
PhD
Self-Employed
41.77308
Suburban
Premium
1
1
696
7
2024-06-14 15:21:39.079128
Good
No
Rarely
Apartment
1,518
2,838
36
Male
43,924
Divorced
0
Master's
null
32.845453
Urban
Comprehensive
0
15
332
9
2023-12-27 15:21:39.086123
Average
No
Weekly
House
790
2,839
45
Female
17,227
Married
2
PhD
Unemployed
39.976324
Rural
Basic
1
5
496
9
2023-03-04 15:21:39.251142
Poor
Yes
Rarely
Apartment
624
2,840
49
Male
17,087
Divorced
1
PhD
Employed
19.438974
Rural
Comprehensive
null
13
471
5
2024-01-28 15:21:39.259788
Poor
Yes
Daily
Apartment
2,411
2,841
30
Female
4,942
Single
0
Bachelor's
Unemployed
19.520829
Suburban
Basic
null
15
531
6
2023-11-20 15:21:39.194829
null
No
Daily
House
1,238
2,842
22
Male
22,956
Single
2
Master's
Unemployed
24.42882
Urban
Basic
null
11
362
6
2022-12-16 15:21:39.209847
Poor
No
Daily
Condo
649
2,843
56
Male
2,353
Single
2
High School
null
44.162519
Urban
Premium
null
11
454
2
2023-11-02 15:21:39.253660
Average
No
Weekly
Apartment
1,281
2,844
50
Male
18,382
Married
null
High School
null
10.816552
Suburban
Basic
1
8
301
3
2020-05-27 15:21:39.125660
Average
Yes
Daily
Condo
807
2,845
48
Female
11,009
Married
0
Bachelor's
Unemployed
34.082486
Rural
Basic
1
17
710
2
2019-09-15 15:21:39.223901
Poor
Yes
Weekly
House
537
2,846
21
Male
20,446
Married
3
Bachelor's
Unemployed
24.392007
Suburban
Premium
0
19
776
4
2022-11-17 15:21:39.149731
Average
Yes
Daily
Apartment
382
2,847
49
Male
9,082
Single
3
PhD
Self-Employed
22.049156
Rural
Comprehensive
1
12
714
3
2020-05-02 15:21:39.154008
Good
No
Daily
Condo
477
2,848
20
Male
2,268
Single
2
Bachelor's
Self-Employed
21.096459
Suburban
Comprehensive
2
3
416
8
2021-09-26 15:21:39.202448
Good
Yes
Rarely
Condo
2,268
2,849
37
Female
23,974
Married
4
Master's
Unemployed
34.05633
Suburban
Comprehensive
0
11
766
1
2021-03-24 15:21:39.134960
Good
No
Rarely
Condo
833
2,850
45
Female
25,773
Single
3
High School
Self-Employed
null
Urban
Basic
0
16
439
1
2023-05-24 15:21:39.283783
Average
Yes
Weekly
Condo
563
2,851
37
Female
80,920
Divorced
4
Master's
null
16.397215
Rural
Basic
0
16
578
2
2022-11-30 15:21:39.276901
Good
No
Rarely
Apartment
319
2,852
38
Female
68,929
Married
1
High School
Self-Employed
30.510069
Suburban
Premium
3
18
504
9
2023-12-04 15:21:39.147735
Poor
No
Rarely
Condo
619
2,853
33
Female
16,245
Married
0
PhD
Unemployed
43.711787
Rural
Premium
1
9
595
3
2022-05-07 15:21:39.134960
Average
No
Rarely
House
1,246
2,854
29
Male
20,346
Single
4
Master's
Self-Employed
null
Rural
Basic
1
4
809
9
2019-10-25 15:21:39.198406
Average
No
Weekly
Condo
1,618
2,855
60
Male
64,564
Single
2
Master's
null
51.955423
Urban
Basic
0
6
838
6
2021-04-02 15:21:39.289099
Good
Yes
Monthly
Condo
664
2,856
41
Female
15,642
Married
4
Master's
Unemployed
null
Rural
Basic
null
6
838
5
2023-04-28 15:21:39.096739
Average
No
Daily
Apartment
1,108
2,857
43
Female
3,866
Divorced
0
Bachelor's
null
null
Suburban
Premium
1
17
778
6
2023-08-03 15:21:39.086123
Poor
Yes
Daily
Condo
565
2,858
29
Female
26,880
Married
2
High School
null
27.82623
Urban
Comprehensive
1
2
457
9
2021-06-08 15:21:39.202448
Average
No
Monthly
House
268
2,859
45
Male
77,598
Single
0
High School
null
49.773319
Rural
Basic
1
14
751
7
2020-04-14 15:21:39.226954
Good
No
Rarely
Apartment
2,436
2,860
62
Female
15,963
Married
3
High School
null
20.823407
Urban
Premium
1
6
null
1
2022-07-27 15:21:39.155231
Average
Yes
Rarely
Condo
593
2,861
47
Female
39,079
Single
2
PhD
Self-Employed
30.795614
Rural
Premium
null
18
840
6
2020-06-12 15:21:39.132191
Poor
Yes
Monthly
House
1,216
2,862
64
Female
43,715
Single
2
Master's
Self-Employed
24.166784
Rural
Comprehensive
1
7
828
6
2021-12-02 15:21:39.271453
Average
No
Monthly
Condo
1,281
2,863
34
Female
39,199
Married
1
PhD
null
37.258465
Suburban
Basic
0
19
748
7
2021-07-13 15:21:39.237118
null
Yes
Daily
House
1,646
2,864
44
Female
17,095
Divorced
3
Bachelor's
null
null
Rural
Comprehensive
1
14
667
4
2023-07-05 15:21:39.186212
Good
No
Rarely
House
1,023
2,865
49
Male
10,114
Married
2
Master's
null
47.222072
Suburban
Basic
null
2
583
1
2024-02-29 15:21:39.202448
Good
No
Rarely
Condo
37
2,866
43
Female
61,383
Divorced
4
High School
null
51.084084
Urban
Basic
2
7
772
8
2021-05-06 15:21:39.155231
Poor
No
Rarely
Apartment
1,721
2,867
20
Female
24,169
Married
2
PhD
Employed
13.492614
Suburban
Premium
1
16
null
6
2020-11-08 15:21:39.148733
Poor
Yes
Daily
Apartment
1,161
2,868
26
Male
10,085
Married
4
PhD
Self-Employed
47.547262
Rural
Comprehensive
0
3
597
4
2022-08-18 15:21:39.222387
Poor
Yes
Weekly
Condo
1,607
2,869
37
Male
6,017
Divorced
3
High School
Employed
18.543602
Suburban
Basic
0
15
639
8
2020-01-21 15:21:39.282785
Poor
Yes
Weekly
House
1,482
2,870
35
Male
23,963
Divorced
null
Master's
Employed
34.165934
Rural
Basic
1
13
622
3
2022-05-11 15:21:39.217387
Poor
Yes
Rarely
Condo
590
2,871
54
Male
9,084
Married
4
PhD
null
null
Rural
Comprehensive
1
9
397
3
2021-02-25 15:21:39.246098
Poor
No
Weekly
House
1,567
2,872
32
Female
26,581
Single
0
Master's
Employed
17.876008
Rural
Basic
null
10
542
8
2021-07-24 15:21:39.251142
Good
Yes
Weekly
House
739
2,873
33
Female
25,554
Single
0
PhD
Self-Employed
20.056481
Suburban
Premium
0
4
746
1
2020-12-12 15:21:39.175719
Average
Yes
Daily
House
447
2,874
52
Male
87,948
Married
2
Bachelor's
null
19.918184
Suburban
Comprehensive
1
16
486
9
2020-01-03 15:21:39.199447
Good
No
Weekly
Apartment
289
2,875
31
Male
14,094
Single
3
High School
Unemployed
50.361259
Suburban
Premium
1
0
745
1
2023-05-10 15:21:39.095696
Poor
No
Weekly
House
3,100
2,876
43
Female
32,240
Married
1
High School
Unemployed
9.917916
Suburban
Premium
1
6
null
5
2020-05-20 15:21:39.273454
Average
Yes
Monthly
Apartment
1,820
2,877
48
Female
6,929
Married
0
High School
Unemployed
19.025948
Urban
Comprehensive
1
11
484
8
2020-02-06 15:21:39.134960
Average
Yes
Daily
House
24
2,878
44
Male
39,078
Divorced
null
PhD
null
28.07746
Rural
Premium
2
19
477
3
2020-02-14 15:21:39.134960
Poor
Yes
Weekly
House
1,520
2,879
null
Male
23,188
Married
4
Bachelor's
null
29.494888
Urban
Basic
1
1
812
9
2021-09-21 15:21:39.168099
Good
No
Daily
Apartment
1,224
2,880
42
Female
2,482
Single
1
High School
Unemployed
null
Urban
Premium
1
0
607
1
2023-06-22 15:21:39.134960
Average
No
Weekly
Apartment
995
2,881
44
Female
23,142
Divorced
1
High School
Self-Employed
6.086948
Rural
Comprehensive
null
0
677
9
2020-01-27 15:21:39.205850
Good
Yes
Rarely
Apartment
1,219
2,882
23
Female
8,881
Single
4
Bachelor's
Unemployed
20.66298
Suburban
Premium
1
12
511
8
2021-02-12 15:21:39.209847
Poor
Yes
Rarely
Condo
1,147
2,883
24
Male
20,421
Married
2
Bachelor's
null
46.394723
Urban
Premium
1
1
515
1
2020-10-22 15:21:39.233998
Good
Yes
Rarely
House
959
2,884
38
Female
24,758
Married
3
PhD
Employed
43.93551
Urban
Basic
null
5
null
8
2020-09-15 15:21:39.288099
Average
No
Monthly
Apartment
35
2,885
19
Female
23,188
Single
1
Master's
null
9.234579
Urban
Basic
1
12
null
2
2022-11-23 15:21:39.264504
Good
Yes
Monthly
Apartment
115
2,886
31
Female
18,091
Married
3
Bachelor's
Self-Employed
11.485089
Urban
Premium
null
4
632
3
2020-05-01 15:21:39.256696
Average
Yes
Rarely
Apartment
761
2,887
34
Male
6,866
Divorced
4
PhD
Unemployed
25.441608
Suburban
Premium
2
9
711
5
2020-08-06 15:21:39.090124
null
No
Daily
Apartment
2,248
2,888
34
Female
44,737
Single
4
PhD
null
36.869104
Urban
Premium
2
18
null
6
2024-04-01 15:21:39.192212
Average
Yes
Weekly
House
1,211
2,889
49
Male
49,053
Divorced
1
PhD
null
24.52631
Urban
Premium
0
5
448
1
2022-07-07 15:21:39.190215
null
No
Daily
Condo
567
2,890
43
Male
4,941
Divorced
4
Master's
Employed
15.275598
Suburban
Basic
1
19
378
5
2021-09-19 15:21:39.220389
Good
Yes
Rarely
House
1,758
2,891
43
Male
71,783
Divorced
1
Master's
Employed
15.203333
Suburban
Basic
2
5
null
6
2020-05-21 15:21:39.276901
null
No
Daily
Apartment
2,795
2,892
55
Male
9,850
Married
2
High School
null
19.50536
Suburban
Comprehensive
3
17
null
2
2020-11-09 15:21:39.245086
Average
Yes
Weekly
Condo
1,088
2,893
61
Male
122,896
Single
0
Bachelor's
Unemployed
5.565615
Rural
Basic
5
14
null
7
2022-06-28 15:21:39.230483
Average
No
Monthly
Condo
1,900
2,894
50
Male
913
Single
0
Bachelor's
Unemployed
null
Rural
Basic
null
13
621
1
2021-10-22 15:21:39.134960
null
Yes
Rarely
Apartment
498
2,895
45
Female
46,939
Divorced
3
Bachelor's
null
27.41282
Suburban
Basic
0
15
null
6
2020-12-22 15:21:39.094752
Poor
No
Monthly
House
50
2,896
39
Female
5,836
Divorced
0
Master's
null
25.146324
Suburban
Comprehensive
null
2
832
1
2023-04-17 15:21:39.266452
Average
Yes
Weekly
House
1,493
2,897
26
Female
37,332
Single
2
Master's
Unemployed
28.681289
Rural
Premium
0
13
517
7
2023-08-23 15:21:39.237118
Poor
No
Daily
Condo
1,258
2,898
63
Female
33,262
Married
2
Master's
Employed
46.482572
Urban
Premium
1
11
596
3
2022-04-30 15:21:39.155231
Poor
No
Daily
Apartment
1,878
2,899
33
Male
2,818
Married
3
Master's
Employed
39.983684
Urban
Premium
null
19
719
9
2020-08-18 15:21:39.237118
Good
Yes
Weekly
Apartment
100