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
38,900
25
Female
41,412
Divorced
2
High School
Unemployed
14.934226
Suburban
Premium
1
19
454
2
2021-10-01 15:21:39.192212
Poor
Yes
Monthly
House
635
38,901
38
Male
5,904
Divorced
null
PhD
null
39.863274
Urban
Basic
1
8
612
8
2023-07-03 15:21:39.230483
Poor
Yes
Rarely
Apartment
722
38,902
40
Male
84,731
Divorced
3
High School
null
null
Urban
Basic
null
14
null
7
2022-11-03 15:21:39.155231
Poor
No
Daily
House
381
38,903
34
Male
16,887
Divorced
1
Master's
null
12.351315
Urban
Premium
1
1
639
8
2020-04-17 15:21:39.125660
Good
Yes
Rarely
Apartment
1,371
38,904
24
Female
67,425
Married
0
High School
Employed
36.822171
Urban
Comprehensive
null
17
476
9
2021-04-22 15:21:39.119168
Poor
Yes
Monthly
House
2,316
38,905
21
Female
4,668
Divorced
2
Master's
Self-Employed
36.882213
Rural
Basic
1
17
478
3
2023-04-25 15:21:39.245086
Poor
Yes
Monthly
Apartment
1,313
38,906
64
Female
30,854
Married
3
Bachelor's
Self-Employed
18.958982
Urban
Basic
null
18
656
3
2021-06-20 15:21:39.134960
Good
No
Weekly
Apartment
1,290
38,907
59
Male
27,260
Married
4
High School
Unemployed
33.8131
Urban
Basic
null
11
377
7
2024-05-06 15:21:39.207847
Poor
Yes
Daily
House
1,137
38,908
29
Female
null
Married
4
High School
Employed
25.811179
Suburban
Premium
null
9
351
1
2023-09-10 15:21:39.226954
Poor
No
Rarely
House
652
38,909
30
Male
538
Married
4
Bachelor's
Self-Employed
13.656436
Suburban
Comprehensive
0
18
471
7
2023-02-03 15:21:39.208842
Average
Yes
Weekly
Apartment
2,593
38,910
42
Female
7,900
Single
1
Master's
Employed
30.839342
Suburban
Basic
0
10
456
4
2023-08-07 15:21:39.246098
Good
No
Monthly
Apartment
607
38,911
18
Female
64,982
Single
0
Master's
Self-Employed
25.983126
Suburban
Comprehensive
null
12
427
7
2022-04-18 15:21:39.145732
Average
No
Monthly
Condo
1,206
38,912
46
Female
68,738
Single
4
Bachelor's
null
null
Suburban
Premium
1
15
742
5
2019-09-14 15:21:39.092127
Good
Yes
Rarely
Condo
3,414
38,913
55
Male
35,794
Single
4
Bachelor's
Self-Employed
38.354963
Rural
Basic
1
7
null
4
2021-12-11 15:21:39.152732
Good
No
Weekly
House
1,615
38,914
27
Male
132,543
Married
1
Bachelor's
Unemployed
null
Rural
Comprehensive
2
11
517
8
2021-06-16 15:21:39.237118
Good
Yes
Daily
Apartment
486
38,915
34
Male
9,053
Married
3
Bachelor's
null
7.86949
Rural
Premium
null
3
623
5
2023-04-06 15:21:39.261856
Poor
No
Weekly
Apartment
1,297
38,916
64
Female
67,927
Single
null
Master's
null
38.958647
Rural
Comprehensive
null
2
658
4
2022-12-21 15:21:39.251142
Good
No
Daily
Apartment
427
38,917
19
Male
44,374
Single
2
PhD
Unemployed
20.242859
Suburban
Comprehensive
0
12
523
8
2021-10-06 15:21:39.143708
Average
Yes
Monthly
Condo
583
38,918
22
Male
15,274
Single
2
Master's
Employed
25.259926
Rural
Basic
1
10
581
2
2021-06-07 15:21:39.207847
Average
Yes
Monthly
House
932
38,919
42
Female
858
Single
2
Bachelor's
Self-Employed
35.837323
Urban
Comprehensive
1
11
713
1
2023-09-17 15:21:39.134960
Good
No
Monthly
Apartment
198
38,920
32
Female
121,485
Single
3
High School
Unemployed
46.822292
Rural
Premium
1
7
363
8
2024-01-02 15:21:39.155231
Good
Yes
Monthly
Condo
572
38,921
43
Female
63,488
Divorced
1
PhD
Employed
17.885069
Suburban
Premium
null
16
461
5
2021-11-28 15:21:39.134960
Average
Yes
Rarely
Condo
24
38,922
19
Female
147,539
Divorced
2
Master's
null
31.550189
Urban
Premium
2
7
705
9
2023-06-28 15:21:39.231531
Good
No
Weekly
House
26
38,923
40
Male
1,676
Married
0
Master's
null
20.698833
Rural
Basic
1
9
755
8
2023-08-11 15:21:39.155231
Average
Yes
Rarely
Condo
2,077
38,924
32
Male
29,777
Divorced
0
Master's
Unemployed
19.936836
Suburban
Premium
null
0
735
5
2020-04-20 15:21:39.093681
Poor
No
Monthly
Condo
1,838
38,925
31
Female
24,571
Divorced
0
Master's
Unemployed
20.904169
Urban
Comprehensive
null
8
369
1
2021-07-26 15:21:39.155231
null
No
Daily
Condo
2,828
38,926
38
Male
9,905
Married
4
High School
null
7.065242
Urban
Comprehensive
1
10
693
5
2023-12-10 15:21:39.282785
Good
No
Weekly
House
1,210
38,927
49
Female
1,137
Married
1
High School
null
34.164936
Suburban
Premium
1
15
438
5
2021-11-20 15:21:39.097737
Good
Yes
Weekly
Condo
710
38,928
33
Female
27,692
Single
4
PhD
Employed
10.166683
Suburban
Basic
1
7
848
9
2023-01-01 15:21:39.134960
Good
Yes
Rarely
House
1,267
38,929
33
Female
33,013
Married
3
Bachelor's
Employed
null
Suburban
Basic
1
13
675
4
2022-11-22 15:21:39.095696
Poor
No
Monthly
Apartment
968
38,930
58
Female
28,170
Single
null
PhD
null
31.824785
Urban
Basic
0
8
791
7
2023-11-11 15:21:39.134960
Poor
Yes
Monthly
Apartment
981
38,931
36
Female
1,026
Married
4
High School
null
14.602934
Rural
Basic
0
15
827
6
2022-06-07 15:21:39.192212
Good
Yes
Rarely
Apartment
2,100
38,932
32
Female
3,223
Divorced
3
Bachelor's
Employed
12.954227
Suburban
Basic
1
10
745
1
2020-08-05 15:21:39.134960
Average
Yes
Monthly
House
2,196
38,933
37
Male
34,374
Single
1
PhD
Employed
6.865112
Rural
Comprehensive
3
14
764
8
2024-05-24 15:21:39.134960
Average
Yes
Monthly
House
871
38,934
34
Female
38,764
Married
2
High School
Self-Employed
12.958645
Suburban
Basic
3
1
789
9
2023-01-16 15:21:39.272456
Poor
Yes
Rarely
House
925
38,935
38
Female
15,107
Married
null
Bachelor's
Unemployed
43.01097
Urban
Basic
2
8
null
3
2021-02-27 15:21:39.155231
Poor
Yes
Daily
Condo
651
38,936
44
Female
30,483
Divorced
1
High School
Employed
30.09831
Suburban
Premium
0
19
705
8
2021-07-08 15:21:39.273973
Good
No
Weekly
Condo
2,041
38,937
44
Male
18,477
Single
0
Bachelor's
Self-Employed
31.251303
Suburban
Basic
0
8
null
4
2022-05-11 15:21:39.221386
Poor
No
Monthly
Condo
183
38,938
29
Male
66,953
Married
4
Master's
Self-Employed
51.742168
Urban
Comprehensive
2
8
309
3
2020-01-01 15:21:39.134960
Good
No
Weekly
House
1,625
38,939
59
Male
76,470
Single
4
PhD
Employed
13.633003
Urban
Basic
2
18
607
7
2023-11-20 15:21:39.123711
Good
Yes
Weekly
Condo
2,069
38,940
53
Female
20,861
null
0
Master's
null
21.723899
Suburban
Comprehensive
1
7
705
6
2021-06-02 15:21:39.086123
Poor
Yes
Daily
Condo
1,140
38,941
32
Male
19,810
Divorced
2
PhD
null
31.484052
Urban
Basic
1
16
310
2
2022-05-24 15:21:39.184157
Average
No
Monthly
House
709
38,942
25
Female
37,000
Married
0
Bachelor's
null
18.140912
Urban
Basic
1
10
699
5
2023-04-11 15:21:39.093681
Good
No
Daily
Condo
742
38,943
40
Female
null
Single
0
Master's
null
36.099269
Suburban
Premium
null
4
307
1
2022-02-05 15:21:39.134960
Average
Yes
Rarely
Condo
320
38,944
21
Male
59,973
Divorced
3
High School
Self-Employed
39.879677
Suburban
Basic
0
11
null
4
2021-02-15 15:21:39.172097
Good
No
Weekly
Condo
381
38,945
62
Female
2,445
Divorced
0
Bachelor's
Unemployed
22.237079
Urban
Premium
0
2
554
2
2022-10-10 15:21:39.155231
Poor
No
Rarely
Condo
3,166
38,946
49
Female
28,897
Married
2
Master's
null
30.16854
Rural
Comprehensive
null
14
607
8
2019-12-28 15:21:39.134960
Average
No
Monthly
Condo
722
38,947
35
Male
63,481
Single
2
High School
Employed
null
Urban
Comprehensive
1
0
628
4
2024-07-05 15:21:39.271453
Good
Yes
Monthly
Condo
2,136
38,948
25
Female
15,719
Divorced
3
High School
Self-Employed
11.953562
Urban
Premium
0
1
557
9
2024-05-31 15:21:39.264504
Good
Yes
Monthly
Condo
153
38,949
24
Male
null
Single
2
Bachelor's
Employed
23.247418
Rural
Basic
2
12
514
2
2020-03-08 15:21:39.124659
Good
No
Daily
Condo
346
38,950
33
Female
6,870
Divorced
4
Master's
Unemployed
6.424833
Urban
Basic
0
18
391
9
2023-02-12 15:21:39.130190
Average
No
Monthly
Condo
1,217
38,951
38
Male
923
Married
1
High School
null
18.624187
Rural
Basic
1
13
439
7
2022-05-13 15:21:39.146733
Poor
No
Daily
Apartment
1,165
38,952
52
Male
12,551
Married
4
PhD
null
11.751678
Urban
Premium
1
12
473
4
2023-11-22 15:21:39.269494
Good
No
Rarely
Apartment
920
38,953
36
Female
5,865
Single
1
PhD
Self-Employed
36.207467
Suburban
Basic
2
5
753
3
2023-07-09 15:21:39.147735
Good
No
Rarely
Condo
178
38,954
51
Male
22,813
Married
1
Bachelor's
Unemployed
12.878138
Suburban
Comprehensive
0
6
null
1
2021-08-16 15:21:39.194829
Good
Yes
Daily
Condo
802
38,955
47
Female
140,722
Divorced
2
High School
Employed
40.847868
Urban
Premium
1
19
776
5
2022-05-01 15:21:39.155231
Average
No
Rarely
House
99
38,956
23
Female
24,244
Divorced
3
PhD
Unemployed
35.162236
Rural
Basic
0
7
748
5
2021-01-07 15:21:39.132191
Poor
Yes
Rarely
Apartment
1,495
38,957
55
Male
43,941
Married
4
Bachelor's
null
41.71526
Urban
Comprehensive
1
1
776
9
2022-11-22 15:21:39.122134
Average
Yes
Weekly
Condo
1,658
38,958
56
Male
15,962
Single
null
PhD
null
32.649726
Rural
Premium
1
14
541
9
2023-09-25 15:21:39.206847
Poor
No
Rarely
House
719
38,959
45
Female
14,863
Single
1
High School
Employed
12.089626
Suburban
Premium
null
2
379
2
2021-02-05 15:21:39.237118
Average
Yes
Daily
Apartment
571
38,960
25
Male
29,640
Divorced
3
Bachelor's
Employed
33.544826
Suburban
Comprehensive
0
16
734
9
2021-02-20 15:21:39.134960
Average
Yes
Daily
Apartment
1,256
38,961
53
Female
39,864
Divorced
0
High School
null
21.123092
Suburban
Basic
2
15
520
6
2024-06-01 15:21:39.168099
Poor
Yes
Rarely
Condo
2,697
38,962
36
Male
17,863
Married
2
Master's
Self-Employed
37.099547
Suburban
Basic
0
13
586
1
2020-06-14 15:21:39.220389
Good
No
Weekly
Condo
651
38,963
33
Female
30,938
Married
2
High School
Unemployed
14.829333
Suburban
Basic
null
5
311
3
2021-02-24 15:21:39.134960
Good
No
Daily
Apartment
521
38,964
51
Female
43,987
Single
1
Bachelor's
Self-Employed
16.928401
Urban
Basic
null
3
664
1
2024-05-07 15:21:39.237118
Average
No
Rarely
House
437
38,965
19
Male
48,838
Divorced
1
PhD
Unemployed
23.898573
Urban
Comprehensive
0
2
623
1
2024-05-21 15:21:39.152732
Average
No
Weekly
Condo
45
38,966
37
Female
522
Divorced
0
PhD
Unemployed
12.151037
Suburban
Comprehensive
2
10
761
8
2022-07-03 15:21:39.207847
Poor
Yes
Monthly
House
871
38,967
27
Female
12,061
Married
2
High School
Self-Employed
50.979677
Urban
Comprehensive
null
16
694
2
2022-03-23 15:21:39.211806
Poor
Yes
Weekly
House
1,719
38,968
53
Male
22,156
Married
1
PhD
Self-Employed
28.355533
Suburban
Comprehensive
3
19
null
7
2022-12-20 15:21:39.134960
Good
No
Weekly
Condo
391
38,969
43
Female
38,656
Single
1
PhD
Employed
16.715159
Rural
Basic
0
5
665
2
2020-04-20 15:21:39.194829
Average
Yes
Daily
Apartment
1,420
38,970
19
Male
26,120
Single
3
PhD
null
10.739098
Suburban
Basic
2
11
354
4
2021-11-16 15:21:39.272456
Average
Yes
Rarely
House
703
38,971
48
Male
81,748
Single
3
Bachelor's
null
43.010925
Suburban
Premium
3
16
319
3
2024-02-11 15:21:39.155231
Average
No
Weekly
Apartment
1,704
38,972
20
Male
20,348
Married
0
Bachelor's
Unemployed
25.652613
Urban
Basic
null
0
457
9
2024-05-05 15:21:39.144722
Poor
Yes
Rarely
Condo
2,991
38,973
51
Male
1,064
Single
3
High School
Employed
51.955586
Suburban
Premium
null
18
549
3
2021-06-22 15:21:39.155231
Poor
Yes
Monthly
House
709
38,974
45
Male
25,168
Divorced
1
Bachelor's
Unemployed
46.341526
Urban
Premium
1
9
651
8
2020-11-20 15:21:39.134960
Average
Yes
Monthly
Condo
807
38,975
28
Female
45,927
Single
0
High School
null
15.009854
Rural
Premium
1
17
398
5
2022-02-18 15:21:39.155231
Average
Yes
Monthly
House
461
38,976
64
Female
17,891
Married
0
High School
null
27.049122
Suburban
Premium
1
6
547
6
2021-06-24 15:21:39.248098
Good
Yes
Weekly
Apartment
874
38,977
54
Female
4,496
null
2
Master's
Employed
26.381314
Suburban
Basic
null
13
null
7
2020-09-17 15:21:39.274993
Poor
Yes
Rarely
Condo
992
38,978
36
Female
16,752
Divorced
1
PhD
null
16.828889
Suburban
Comprehensive
null
0
595
8
2022-07-25 15:21:39.223901
Poor
No
Rarely
House
1,672
38,979
39
Male
72,547
Married
0
Master's
Self-Employed
42.880866
Urban
Basic
0
0
632
4
2020-04-17 15:21:39.185215
Average
Yes
Daily
Condo
64
38,980
63
Female
22,092
Single
null
Master's
Self-Employed
21.009564
Urban
Comprehensive
2
3
475
4
2023-08-16 15:21:39.155231
Good
No
Weekly
House
749
38,981
40
Male
73,070
Married
null
High School
Employed
43.772971
Urban
Basic
1
17
537
9
2021-09-19 15:21:39.134960
Good
Yes
Monthly
House
326
38,982
33
Female
28,963
Married
0
PhD
Employed
19.485908
Suburban
Comprehensive
0
6
328
7
2023-12-16 15:21:39.090124
Good
No
Rarely
House
1,260
38,983
52
Female
99,657
Divorced
0
High School
null
9.097471
Urban
Basic
1
12
673
4
2022-09-20 15:21:39.134960
Poor
Yes
Weekly
House
419
38,984
42
Male
104,963
Married
2
High School
Unemployed
35.12169
Suburban
Comprehensive
0
6
769
7
2020-11-11 15:21:39.126661
Average
Yes
Rarely
Apartment
347
38,985
31
Female
16,339
Married
4
Master's
null
44.947793
Suburban
Comprehensive
1
5
743
5
2021-08-30 15:21:39.172097
Poor
Yes
Weekly
Condo
1,310
38,986
45
Male
8,288
Divorced
4
Master's
Employed
34.868392
Suburban
Basic
0
19
null
3
2020-09-13 15:21:39.272456
Average
Yes
Monthly
House
1,317
38,987
55
Female
61,224
Divorced
null
Master's
Unemployed
47.87865
Urban
Basic
2
6
433
2
2021-07-03 15:21:39.235012
Average
No
Weekly
House
468
38,988
63
Female
31,006
Divorced
2
Master's
null
35.945134
Urban
Basic
0
12
613
2
2023-08-17 15:21:39.092127
Average
Yes
Monthly
Apartment
1,203
38,989
48
Male
10,054
Single
1
Master's
Employed
42.724754
Rural
Comprehensive
1
10
313
9
2022-11-20 15:21:39.190215
Good
Yes
Weekly
Apartment
1,269
38,990
32
Male
4,531
Married
3
High School
null
9.115582
Urban
Basic
1
0
474
3
2020-09-19 15:21:39.132191
Poor
Yes
Monthly
Condo
641
38,991
61
Male
16,888
null
1
Bachelor's
Self-Employed
22.572662
Urban
Comprehensive
null
5
769
6
2023-05-03 15:21:39.155231
Average
No
Weekly
House
586
38,992
52
Male
30,363
Married
3
High School
null
46.656449
Suburban
Premium
1
17
554
3
2021-11-06 15:21:39.117183
Good
Yes
Rarely
Condo
297
38,993
19
Male
78,129
Divorced
1
High School
Employed
25.189048
Rural
Premium
1
19
446
2
2024-02-04 15:21:39.266452
Average
No
Monthly
Apartment
3,515
38,994
52
Male
44,764
Married
2
High School
Employed
24.230061
Suburban
Premium
null
14
662
9
2021-06-22 15:21:39.176717
Average
Yes
Weekly
House
469
38,995
48
Male
23,273
Single
1
Master's
Employed
36.180623
Suburban
Premium
2
6
727
1
2022-08-27 15:21:39.134960
Poor
Yes
Weekly
Apartment
488
38,996
50
Female
25,863
Single
0
PhD
null
null
Suburban
Premium
1
18
462
4
2022-07-07 15:21:39.148733
Average
Yes
Rarely
Apartment
839
38,997
58
Male
18,082
Married
2
High School
null
20.814458
Suburban
Premium
null
11
544
4
2020-07-07 15:21:39.134960
Poor
No
Daily
House
554
38,998
25
Male
45,761
Married
0
Bachelor's
Unemployed
14.724353
Urban
Basic
2
3
302
4
2021-10-20 15:21:39.144722
Average
No
Monthly
Apartment
688
38,999
27
Female
9,590
Married
3
PhD
null
36.070183
Rural
Basic
2
12
786
8
2024-05-29 15:21:39.085129
Average
No
Monthly
Condo
1,382