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
1,196,800
19
Male
null
Single
2
Bachelor's
null
24.415618
Urban
Basic
0
11
610
3
2021-10-14 15:21:39.134960
Poor
Yes
Weekly
Condo
412
1,196,801
50
Male
4,942
null
0
PhD
Unemployed
48.634171
Urban
Premium
0
13
603
8
2021-01-21 15:21:39.237118
Average
Yes
Rarely
Condo
382
1,196,802
21
Male
59,722
Married
null
PhD
Self-Employed
27.288614
Suburban
Basic
2
11
476
9
2022-09-23 15:21:39.237118
Poor
Yes
Daily
House
2,905
1,196,803
55
Male
16,016
Divorced
4
Master's
null
21.83927
Rural
Premium
null
5
691
2
2023-12-29 15:21:39.222387
Good
No
Monthly
Apartment
112
1,196,804
27
Female
32,864
Divorced
3
PhD
null
26.8783
Rural
Comprehensive
2
8
331
8
2022-12-29 15:21:39.085129
Good
No
Monthly
House
1,246
1,196,805
62
Male
13,851
Single
null
Master's
Unemployed
28.006102
Urban
Premium
1
2
579
7
2022-06-03 15:21:39.133866
Good
No
Rarely
Condo
402
1,196,806
62
Male
28,897
Married
0
High School
Self-Employed
27.878985
Rural
Comprehensive
3
13
785
1
2022-07-31 15:21:39.082499
Poor
Yes
Weekly
House
3,847
1,196,807
39
Male
44,601
Single
1
Master's
Unemployed
35.564762
Suburban
Basic
null
4
null
7
2022-08-09 15:21:39.251142
Average
No
Weekly
Apartment
1,126
1,196,808
53
Male
39,076
Single
2
High School
Self-Employed
null
Rural
Premium
null
17
null
6
2022-05-03 15:21:39.134960
Average
Yes
Daily
House
1,325
1,196,809
28
Male
27,218
Married
2
Bachelor's
null
28.261076
Urban
Basic
null
18
622
5
2022-05-04 15:21:39.171102
Average
No
Monthly
Apartment
1,143
1,196,810
54
Female
132,355
Divorced
4
Bachelor's
null
42.89883
Suburban
Basic
null
16
702
7
2022-07-21 15:21:39.251142
Poor
Yes
Monthly
Condo
245
1,196,811
63
Male
29,094
Divorced
2
Master's
Employed
16.434639
Suburban
Comprehensive
null
14
476
3
2021-11-22 15:21:39.261856
Good
Yes
Daily
Condo
522
1,196,812
45
Male
35,139
Divorced
0
Master's
null
25.723557
Rural
Basic
null
11
null
3
2023-11-18 15:21:39.265513
Good
Yes
Weekly
House
1,842
1,196,813
43
Male
7,084
Married
2
PhD
Self-Employed
null
Urban
Premium
3
6
723
3
2020-10-20 15:21:39.170099
Good
Yes
Rarely
House
2,835
1,196,814
48
Male
51,703
Single
1
Bachelor's
Employed
11.495539
Urban
Premium
null
11
408
5
2021-10-07 15:21:39.251142
Good
Yes
Rarely
Apartment
1,679
1,196,815
31
Female
18,047
Single
3
Master's
Self-Employed
20.440023
Suburban
Basic
null
16
719
9
2023-11-13 15:21:39.143708
Poor
Yes
Daily
Condo
587
1,196,816
55
Male
604
Divorced
2
Master's
Employed
22.879662
Urban
Premium
1
3
658
9
2024-07-28 15:21:39.263607
Average
Yes
Rarely
Condo
2,518
1,196,817
52
Male
1,957
Married
3
Master's
Unemployed
11.441828
Suburban
Basic
0
12
452
5
2020-11-11 15:21:39.082499
Good
No
Daily
Condo
2,095
1,196,818
26
Male
77,946
Married
1
Bachelor's
Self-Employed
26.840627
Suburban
Basic
1
12
591
3
2024-04-27 15:21:39.096739
Average
No
Rarely
Apartment
4,872
1,196,819
57
Male
29,207
Single
0
High School
Unemployed
29.934687
Urban
Comprehensive
2
7
583
1
2024-08-09 15:21:39.171102
Good
No
Rarely
Apartment
712
1,196,820
22
Female
1,048
Single
1
Master's
Employed
5.27585
Urban
Premium
0
18
622
3
2021-08-01 15:21:39.085129
Average
Yes
Rarely
Apartment
2,539
1,196,821
23
Male
1,265
Married
0
Master's
null
22.977371
Rural
Comprehensive
null
9
441
9
2024-02-10 15:21:39.237118
Poor
Yes
Rarely
House
984
1,196,822
63
Female
1,216
Single
4
Master's
Employed
null
Suburban
Basic
2
0
849
8
2023-05-05 15:21:39.091080
Good
Yes
Weekly
Condo
983
1,196,823
34
Female
77,940
Single
1
PhD
Unemployed
null
Urban
Basic
2
8
479
4
2022-08-13 15:21:39.098696
Average
No
Monthly
Condo
1,044
1,196,824
34
Male
45,318
Divorced
4
High School
null
9.168824
Suburban
Premium
1
10
null
3
2021-08-07 15:21:39.105192
Average
Yes
Rarely
House
1,536
1,196,825
27
Female
141,619
Married
1
High School
null
33.759939
Rural
Premium
1
4
433
2
2022-11-21 15:21:39.134960
Poor
No
Rarely
Apartment
1,505
1,196,826
24
Female
null
Single
0
Bachelor's
Self-Employed
23.803358
Rural
Comprehensive
0
19
382
5
2023-09-23 15:21:39.097737
Poor
No
Rarely
Apartment
2,965
1,196,827
56
Male
18,223
Divorced
2
Bachelor's
Unemployed
39.720765
Suburban
Premium
0
15
750
4
2024-05-03 15:21:39.091080
Average
Yes
Monthly
Condo
688
1,196,828
28
Male
384
Divorced
0
Master's
Self-Employed
27.718551
Suburban
Comprehensive
null
9
null
7
2023-03-30 15:21:39.237118
Good
No
Weekly
Condo
744
1,196,829
53
Male
53,494
Divorced
1
High School
Unemployed
27.873186
Suburban
Premium
0
19
791
9
2019-12-09 15:21:39.259788
Good
Yes
Monthly
Condo
37
1,196,830
40
Female
27,189
Divorced
2
PhD
Self-Employed
6.974114
Suburban
Comprehensive
1
4
845
1
2024-05-15 15:21:39.134960
Good
No
Daily
Condo
1,358
1,196,831
62
Male
91,031
Divorced
4
Bachelor's
Employed
30.857187
Suburban
Basic
null
10
null
1
2020-02-12 15:21:39.092127
Average
No
Daily
Condo
3,678
1,196,832
51
Male
17,285
Married
1
Bachelor's
Employed
36.675959
Suburban
Comprehensive
null
5
668
3
2020-04-30 15:21:39.180553
Good
Yes
Monthly
House
1,042
1,196,833
63
Female
29,603
Divorced
1
Master's
null
4.336061
Suburban
Basic
0
5
382
3
2021-07-02 15:21:39.259788
Poor
No
Rarely
House
553
1,196,834
52
Male
6,791
Single
4
Master's
Unemployed
12.086286
Rural
Basic
0
19
769
2
2020-12-14 15:21:39.276901
Poor
Yes
Weekly
House
1,436
1,196,835
54
Female
44,637
Divorced
2
PhD
Self-Employed
null
Suburban
Basic
0
8
699
7
2020-08-14 15:21:39.179186
Average
Yes
Weekly
Condo
482
1,196,836
60
Female
50,364
Single
1
Master's
null
25.337421
Rural
Premium
1
6
420
2
2021-09-24 15:21:39.237118
Good
No
Monthly
Apartment
811
1,196,837
41
Female
2,499
Single
1
PhD
Self-Employed
26.164726
Urban
Comprehensive
0
7
607
7
2019-12-24 15:21:39.155231
Good
No
Monthly
Apartment
3,279
1,196,838
36
Female
29,077
Married
4
PhD
Employed
null
Urban
Premium
null
16
599
5
2023-07-01 15:21:39.176717
Good
No
Daily
Apartment
1,217
1,196,839
22
Male
15,774
Divorced
3
High School
Self-Employed
18.423733
Urban
Comprehensive
null
5
776
5
2021-06-12 15:21:39.121169
Poor
Yes
Weekly
Condo
687
1,196,840
39
Female
19,566
Divorced
1
High School
null
37.893232
Urban
Basic
null
15
820
9
2022-11-18 15:21:39.134960
Poor
Yes
Rarely
Apartment
193
1,196,841
51
Male
23,646
Divorced
1
PhD
null
13.12362
Urban
Basic
3
9
786
3
2020-11-17 15:21:39.209847
Poor
No
Daily
Apartment
1,659
1,196,842
51
Male
21,295
Married
2
PhD
Self-Employed
42.172724
Suburban
Basic
0
2
694
6
2024-07-31 15:21:39.286113
Good
No
Rarely
House
345
1,196,843
57
Male
8,035
Married
4
Bachelor's
Employed
34.792953
Urban
Basic
0
2
648
5
2022-03-21 15:21:39.144722
Good
Yes
Monthly
Apartment
763
1,196,844
64
Male
80,989
Single
4
High School
Self-Employed
34.753975
Suburban
Comprehensive
1
3
439
1
2022-04-20 15:21:39.276901
Poor
Yes
Monthly
Apartment
1,836
1,196,845
53
Male
39,737
Married
4
Bachelor's
Unemployed
17.527782
Urban
Basic
0
13
585
4
2021-04-09 15:21:39.236064
Good
No
Rarely
House
489
1,196,846
29
Female
null
Single
2
High School
Employed
35.898691
Urban
Comprehensive
null
7
788
1
2022-06-25 15:21:39.083497
Good
No
Monthly
Apartment
78
1,196,847
42
Male
21,171
Single
2
Master's
Unemployed
29.270364
Rural
Premium
0
4
464
1
2020-12-12 15:21:39.097737
Average
No
Weekly
House
1,167
1,196,848
39
Female
6,906
Divorced
null
PhD
null
24.267585
Suburban
Premium
2
10
562
9
2023-12-08 15:21:39.122134
Good
Yes
Rarely
Condo
442
1,196,849
21
Female
10,039
Single
4
Master's
Self-Employed
16.13876
Suburban
Premium
1
9
722
3
2022-07-21 15:21:39.221386
null
No
Daily
House
26
1,196,850
40
Male
131,629
Single
3
PhD
Employed
6.947298
Suburban
Comprehensive
0
19
328
6
2021-06-09 15:21:39.226954
Average
Yes
Rarely
House
209
1,196,851
55
Female
9,853
Married
1
PhD
Employed
50.416329
Rural
Premium
null
12
819
4
2020-05-25 15:21:39.206847
Good
Yes
Monthly
Condo
23
1,196,852
42
Male
4,824
Married
2
PhD
null
26.356868
Rural
Basic
null
14
370
6
2020-06-14 15:21:39.096739
Poor
No
Daily
Apartment
3,569
1,196,853
21
Male
2,946
Divorced
4
PhD
Employed
12.716093
Urban
Premium
2
18
624
8
2021-07-20 15:21:39.260856
Average
Yes
Daily
Condo
563
1,196,854
46
Female
5,838
Divorced
3
High School
Employed
17.948704
Urban
Comprehensive
0
16
788
9
2024-07-31 15:21:39.143708
Good
Yes
Monthly
House
893
1,196,855
47
Female
3,045
Divorced
1
High School
null
51.738407
Urban
Premium
0
19
844
4
2020-06-22 15:21:39.133866
Average
Yes
Monthly
House
1,675
1,196,856
19
Male
109,923
Married
2
Master's
Self-Employed
24.497092
Urban
Premium
2
14
790
1
2019-09-08 15:21:39.155231
Good
No
Rarely
House
2,559
1,196,857
43
Male
13,891
Married
1
PhD
Employed
24.927663
Rural
Basic
1
1
744
8
2024-03-17 15:21:39.122134
Average
Yes
Weekly
Condo
482
1,196,858
52
Male
25,892
Divorced
0
Master's
Employed
19.876252
Suburban
Basic
0
15
693
3
2022-07-31 15:21:39.236064
Average
Yes
Monthly
Condo
2,655
1,196,859
38
Female
null
Married
2
Bachelor's
Employed
20.057524
Urban
Premium
null
19
352
7
2022-04-24 15:21:39.281787
Poor
Yes
Rarely
Apartment
624
1,196,860
60
Female
14,791
Married
2
PhD
null
22.760929
Suburban
Premium
0
4
581
4
2024-06-20 15:21:39.092127
Poor
No
Daily
Apartment
563
1,196,861
26
Female
15,756
Divorced
1
Master's
Self-Employed
10.068991
Urban
Comprehensive
0
10
632
5
2023-11-19 15:21:39.216387
Poor
Yes
Rarely
Condo
24
1,196,862
46
Male
28,399
Married
1
High School
null
28.056885
Suburban
Basic
3
3
578
7
2021-05-15 15:21:39.280784
Good
No
Monthly
Apartment
35
1,196,863
48
Female
24,366
Married
3
PhD
Unemployed
10.534743
Suburban
Basic
1
7
636
7
2020-06-13 15:21:39.134960
Good
Yes
Daily
Condo
762
1,196,864
23
Female
1,010
Divorced
2
Master's
Unemployed
28.928933
Suburban
Basic
2
3
642
7
2022-06-27 15:21:39.167099
Poor
No
Weekly
Condo
1,347
1,196,865
21
Female
69,713
Single
2
High School
Employed
29.01896
Rural
Comprehensive
0
12
320
1
2022-02-15 15:21:39.226954
Poor
No
Weekly
Apartment
553
1,196,866
56
Female
70,114
Single
4
Bachelor's
Unemployed
32.495976
Urban
Premium
1
3
431
7
2019-09-13 15:21:39.182597
Average
Yes
Monthly
Condo
654
1,196,867
26
Male
81,149
Married
1
PhD
Unemployed
30.834659
Suburban
Premium
0
16
468
7
2023-07-03 15:21:39.155231
Average
Yes
Monthly
Apartment
2,074
1,196,868
33
Female
13,879
Divorced
2
Bachelor's
Self-Employed
7.834304
Urban
Premium
null
11
793
8
2022-11-02 15:21:39.155231
Good
Yes
Weekly
Condo
22
1,196,869
59
Male
23,862
Divorced
0
High School
Unemployed
44.156083
Suburban
Comprehensive
null
15
551
3
2020-06-25 15:21:39.134960
Average
No
Monthly
Apartment
1,019
1,196,870
35
Female
26,881
Married
0
Master's
null
32.922806
Urban
Comprehensive
1
6
822
7
2022-08-05 15:21:39.250151
Average
Yes
Monthly
Apartment
585
1,196,871
64
Male
9,095
Married
1
Bachelor's
Unemployed
27.527186
Suburban
Premium
1
15
558
6
2020-09-03 15:21:39.221386
Poor
No
Weekly
Condo
20
1,196,872
42
Female
null
Married
1
High School
null
32.955506
Rural
Comprehensive
0
15
427
6
2020-02-21 15:21:39.237118
Poor
No
Monthly
Apartment
1,421
1,196,873
61
Male
87,534
Divorced
1
Master's
Self-Employed
3.038794
Suburban
Premium
2
17
null
1
2020-04-08 15:21:39.248098
Poor
No
Rarely
Apartment
2,030
1,196,874
59
Female
26,186
Married
1
PhD
null
28.144612
Urban
Premium
null
1
760
7
2019-09-09 15:21:39.079128
Good
No
Rarely
Condo
922
1,196,875
39
Male
928
Married
2
Bachelor's
Self-Employed
38.271036
Suburban
Comprehensive
1
11
328
7
2020-01-22 15:21:39.095696
Poor
Yes
Weekly
House
557
1,196,876
63
Male
25,571
Divorced
0
Master's
Self-Employed
50.619141
Rural
Basic
null
2
697
7
2024-04-28 15:21:39.134960
Poor
Yes
Daily
House
526
1,196,877
37
Female
18,093
Divorced
1
PhD
null
42.914271
Rural
Premium
1
12
788
9
2024-06-14 15:21:39.104139
Good
No
Monthly
Condo
541
1,196,878
24
Male
147,302
Divorced
0
High School
null
16.366914
Suburban
Basic
2
11
821
8
2024-04-21 15:21:39.204201
Poor
No
Rarely
Condo
2,575
1,196,879
53
Male
36,226
Divorced
3
Master's
Self-Employed
41.933166
Urban
Comprehensive
0
15
836
8
2020-12-26 15:21:39.097737
Average
No
Weekly
Apartment
1,467
1,196,880
32
Male
74,551
Single
3
Bachelor's
null
49.174079
Suburban
Basic
1
16
null
3
2024-05-13 15:21:39.172097
null
Yes
Weekly
House
2,416
1,196,881
55
Male
5,513
Married
null
Bachelor's
Unemployed
42.537435
Rural
Premium
0
14
766
4
2022-11-02 15:21:39.180553
Poor
Yes
Weekly
Apartment
1,363
1,196,882
49
Male
69,082
null
4
PhD
null
41.330526
Urban
Basic
0
3
661
1
2024-07-27 15:21:39.252145
Average
No
Monthly
Apartment
2,052
1,196,883
50
Female
121,411
Divorced
4
PhD
null
48.055799
Rural
Basic
null
3
438
4
2022-11-03 15:21:39.172097
Average
Yes
Rarely
House
2,126
1,196,884
41
Male
11,567
Divorced
null
Master's
Self-Employed
18.766357
Suburban
Premium
null
1
795
8
2022-07-10 15:21:39.081504
Average
No
Monthly
Apartment
713
1,196,885
28
Male
121,816
Married
0
Bachelor's
null
11.483562
Rural
Premium
2
11
722
4
2019-10-20 15:21:39.148733
null
Yes
Monthly
House
663
1,196,886
19
Male
96,922
Married
4
PhD
Unemployed
5.372567
Urban
Basic
0
19
667
7
2020-01-01 15:21:39.132191
Good
No
Daily
Condo
50
1,196,887
41
Male
6,042
Single
null
Master's
Unemployed
48.76077
Suburban
Comprehensive
0
10
485
3
2024-06-16 15:21:39.165120
Good
No
Weekly
House
873
1,196,888
20
Female
3,813
Married
3
PhD
null
7.568909
Urban
Basic
3
19
797
5
2020-05-13 15:21:39.134960
Average
Yes
Weekly
Condo
1,099
1,196,889
33
Male
33,002
Single
4
Master's
Self-Employed
14.550122
Suburban
Comprehensive
null
8
515
7
2020-10-22 15:21:39.271453
Average
Yes
Monthly
House
803
1,196,890
51
Male
1,227
Single
2
Bachelor's
Unemployed
11.913704
Suburban
Basic
0
10
759
2
2024-05-11 15:21:39.232526
Good
No
Weekly
Apartment
1,857
1,196,891
35
Male
34,771
Single
3
Master's
Self-Employed
19.584381
Suburban
Premium
null
1
685
5
2023-09-17 15:21:39.172097
Average
No
Daily
Apartment
576
1,196,892
50
Female
35,123
Married
0
PhD
null
26.883868
Rural
Basic
0
14
null
6
2020-03-13 15:21:39.196387
Average
No
Rarely
Condo
1,318
1,196,893
51
Male
37,332
Single
1
High School
null
36.879181
Urban
Basic
1
5
834
4
2022-02-23 15:21:39.155231
Poor
Yes
Monthly
House
551
1,196,894
55
Male
7,073
Single
4
Bachelor's
Unemployed
25.859377
Urban
Premium
0
16
813
1
2021-01-18 15:21:39.083497
Good
No
Monthly
House
618
1,196,895
21
Male
45,142
Single
3
Master's
null
39.299225
Rural
Comprehensive
1
2
498
9
2023-06-02 15:21:39.122134
Good
No
Weekly
Condo
36
1,196,896
27
Female
2,894
Married
1
Bachelor's
Self-Employed
6.498505
Rural
Basic
null
16
368
8
2023-05-14 15:21:39.265513
Average
No
Daily
House
1,251
1,196,897
39
Male
75,715
Married
2
Master's
Self-Employed
27.017777
Urban
Basic
2
9
487
1
2020-12-27 15:21:39.237118
Poor
Yes
Monthly
Apartment
101
1,196,898
52
Female
15,516
Married
0
PhD
Self-Employed
43.492018
Suburban
Premium
null
1
null
1
2019-10-17 15:21:39.182597
Good
Yes
Rarely
Condo
180
1,196,899
45
Female
45,673
Divorced
3
PhD
Self-Employed
23.353869
Urban
Comprehensive
0
9
null
1
2024-03-10 15:21:39.105504
Good
Yes
Weekly
Apartment
1,104