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
1,180,800
41
Male
87,571
Single
null
PhD
Self-Employed
42.885632
Suburban
Comprehensive
0
17
384
9
2024-04-15 15:21:39.155231
Poor
No
Weekly
Condo
561
1,180,801
59
Male
1,045
Married
0
PhD
Self-Employed
51.929062
Suburban
Premium
0
12
710
4
2020-12-01 15:21:39.148733
Good
No
Daily
Apartment
614
1,180,802
49
Female
52,613
Married
0
Master's
Self-Employed
28.91837
Urban
Comprehensive
null
3
324
9
2023-11-09 15:21:39.237118
null
No
Weekly
House
893
1,180,803
26
Male
36,580
Married
4
High School
Self-Employed
16.140905
Urban
Premium
null
19
335
7
2022-04-08 15:21:39.155231
Poor
No
Rarely
Apartment
925
1,180,804
64
Female
20,377
Married
0
High School
Employed
27.534197
Urban
Comprehensive
2
2
null
1
2022-05-31 15:21:39.208842
Poor
Yes
Monthly
Apartment
1,159
1,180,805
40
Male
22,726
Married
0
PhD
Self-Employed
12.849269
Rural
Premium
null
13
319
5
2023-03-17 15:21:39.289099
Poor
Yes
Daily
Condo
615
1,180,806
50
Female
74,985
Married
3
High School
Self-Employed
16.779822
Rural
Premium
1
4
751
2
2021-08-12 15:21:39.248098
null
Yes
Daily
House
2,725
1,180,807
62
Female
815
Married
1
PhD
null
21.936692
Rural
Comprehensive
2
3
null
5
2022-06-11 15:21:39.155231
Poor
No
Weekly
Apartment
932
1,180,808
50
Male
70,204
Single
1
Master's
null
14.934981
Rural
Basic
0
11
null
5
2023-01-22 15:21:39.190215
Average
Yes
Weekly
Apartment
321
1,180,809
55
Male
46,493
Divorced
4
High School
Unemployed
17.452785
Suburban
Basic
1
10
522
5
2019-12-09 15:21:39.116179
Average
Yes
Rarely
Condo
2,228
1,180,810
27
Male
37,283
Divorced
1
PhD
null
15.392673
Urban
Premium
0
13
null
5
2023-11-03 15:21:39.105504
Good
No
Rarely
House
761
1,180,811
35
Male
1,216
Married
4
Master's
null
13.170801
Suburban
Basic
null
7
721
7
2021-04-26 15:21:39.217387
null
Yes
Daily
Condo
583
1,180,812
35
Male
19,512
Divorced
1
PhD
null
23.914243
Urban
Basic
null
17
338
1
2024-07-09 15:21:39.217387
Poor
Yes
Weekly
House
516
1,180,813
48
Male
18,380
Single
2
PhD
null
10.095396
Rural
Basic
0
1
557
5
2024-07-10 15:21:39.237118
Good
No
Rarely
House
827
1,180,814
61
Female
94,420
Single
3
PhD
Self-Employed
null
Suburban
Premium
1
8
614
2
2022-04-02 15:21:39.100695
Average
Yes
Daily
Condo
1,864
1,180,815
42
Male
4,838
Single
0
Bachelor's
null
null
Urban
Basic
0
4
626
6
2024-06-16 15:21:39.237118
Good
No
Daily
Apartment
790
1,180,816
32
Female
137,975
Single
3
Bachelor's
null
50.539206
Urban
Premium
0
3
616
4
2020-05-20 15:21:39.134960
Average
No
Rarely
Condo
2,107
1,180,817
41
Male
726
Married
0
Master's
Employed
null
Suburban
Basic
null
6
758
1
2022-07-15 15:21:39.092127
Average
No
Rarely
House
923
1,180,818
41
Female
null
Single
null
Master's
Employed
12.276939
Suburban
Basic
null
17
369
8
2022-11-18 15:21:39.267454
Poor
Yes
Daily
Apartment
27
1,180,819
59
Female
16,962
Married
3
High School
Unemployed
34.591774
Urban
Comprehensive
0
19
844
7
2021-01-06 15:21:39.134960
Good
No
Weekly
House
885
1,180,820
47
Male
2,779
Divorced
2
PhD
null
42.766973
Suburban
Basic
2
0
686
4
2022-02-17 15:21:39.186212
Poor
No
Weekly
House
1,426
1,180,821
58
Male
93,549
Married
1
High School
Employed
34.984615
Rural
Basic
null
19
682
1
2021-11-03 15:21:39.199447
Good
No
Daily
Condo
295
1,180,822
41
Male
91,829
Married
2
High School
null
9.052091
Suburban
Premium
2
19
612
6
2022-06-07 15:21:39.288099
Good
Yes
Daily
Apartment
382
1,180,823
43
Female
21,366
Divorced
2
Bachelor's
Self-Employed
31.49282
Suburban
Premium
0
5
463
4
2022-08-05 15:21:39.094752
Good
No
Monthly
Condo
1,207
1,180,824
53
Male
61,103
Married
1
Master's
Employed
33.413427
Suburban
Premium
0
16
662
8
2022-02-09 15:21:39.176717
Good
No
Daily
Condo
134
1,180,825
34
Male
38,212
Married
3
PhD
Self-Employed
26.539706
Suburban
Premium
null
5
553
5
2022-03-15 15:21:39.134960
Poor
Yes
Rarely
House
659
1,180,826
55
Male
30,444
Single
3
PhD
Self-Employed
17.730816
Urban
Comprehensive
0
14
668
2
2021-10-01 15:21:39.132191
Good
No
Rarely
Apartment
809
1,180,827
60
Male
null
Single
2
Master's
null
31.846323
Urban
Comprehensive
null
10
798
5
2023-06-27 15:21:39.204201
Poor
No
Monthly
Apartment
196
1,180,828
25
Female
24,387
Married
4
Bachelor's
null
17.579324
Suburban
Premium
0
4
758
3
2019-10-21 15:21:39.285112
Average
No
Daily
Condo
1,544
1,180,829
43
Male
758
Single
null
Bachelor's
Employed
null
Suburban
Premium
3
3
734
4
2024-02-04 15:21:39.102694
Average
Yes
Daily
House
516
1,180,830
22
Female
80,150
Married
null
Master's
Employed
22.824591
Urban
Basic
2
17
421
8
2022-11-26 15:21:39.265513
Good
No
Rarely
House
1,035
1,180,831
59
Male
4,079
Divorced
0
PhD
null
23.243827
Urban
Basic
2
17
530
9
2021-08-22 15:21:39.250151
Poor
No
Daily
Condo
293
1,180,832
63
Female
99,550
Divorced
2
Bachelor's
Self-Employed
8.426635
Rural
Premium
0
3
616
5
2021-06-18 15:21:39.245086
Average
No
Daily
Apartment
108
1,180,833
47
Female
39,056
Divorced
0
PhD
Employed
33.553835
Rural
Basic
0
8
745
4
2021-03-19 15:21:39.261856
Poor
Yes
Rarely
Condo
526
1,180,834
22
Male
4,972
Divorced
2
High School
Self-Employed
25.0145
Urban
Premium
3
2
null
9
2021-02-12 15:21:39.134960
Poor
No
Daily
Condo
1,682
1,180,835
54
Male
2,571
Single
4
Master's
Employed
21.143722
Urban
Basic
null
19
489
8
2022-01-14 15:21:39.274993
Good
No
Daily
Condo
102
1,180,836
34
Female
15,485
Single
0
High School
null
32.556479
Urban
Comprehensive
1
2
626
2
2024-05-15 15:21:39.170099
Good
No
Weekly
House
1,055
1,180,837
52
Male
2,853
Single
4
Master's
Employed
46.080069
Rural
Basic
1
0
null
2
2020-11-06 15:21:39.182597
Average
No
Weekly
Condo
2,401
1,180,838
48
Male
658
Married
2
Bachelor's
Employed
35.988598
Suburban
Comprehensive
2
13
841
6
2019-11-16 15:21:39.146733
Poor
No
Daily
Condo
977
1,180,839
63
Female
28,963
Married
4
High School
Self-Employed
38.853005
Rural
Premium
0
12
649
9
2021-09-30 15:21:39.233998
Good
No
Rarely
Condo
1,263
1,180,840
34
Male
33,437
Married
0
Bachelor's
Employed
11.859468
Urban
Premium
0
5
739
6
2023-03-22 15:21:39.182597
Poor
No
Rarely
Condo
580
1,180,841
49
Female
140,574
Married
3
High School
Employed
15.851151
Urban
Comprehensive
0
11
306
1
2023-01-08 15:21:39.278402
null
Yes
Daily
Apartment
1,854
1,180,842
40
Male
26,754
Divorced
0
High School
Self-Employed
9.802756
Urban
Comprehensive
1
1
585
2
2021-02-08 15:21:39.237118
Poor
Yes
Monthly
House
2,745
1,180,843
35
Male
43,436
Married
4
High School
Unemployed
13.834272
Rural
Comprehensive
null
19
null
3
2023-05-02 15:21:39.155231
Average
Yes
Rarely
Condo
1,475
1,180,844
38
Female
31,540
Single
3
High School
Self-Employed
17.719323
Rural
Premium
null
5
433
5
2020-11-21 15:21:39.207847
Average
Yes
Rarely
Condo
1,967
1,180,845
32
Male
3,850
Divorced
0
High School
Self-Employed
22.929078
Suburban
Comprehensive
2
15
758
9
2022-03-24 15:21:39.096739
Good
Yes
Weekly
House
792
1,180,846
61
Male
90,113
Single
4
Master's
Employed
36.8143
Urban
Comprehensive
0
10
816
9
2021-12-09 15:21:39.091080
Poor
No
Monthly
Apartment
110
1,180,847
58
Male
27,480
Divorced
1
PhD
Self-Employed
16.95825
Suburban
Basic
null
9
816
2
2021-11-09 15:21:39.134960
Good
No
Daily
Apartment
1,180
1,180,848
45
Female
16,101
Married
3
PhD
Unemployed
18.501434
Urban
Comprehensive
0
13
491
7
2020-07-24 15:21:39.145732
Good
No
Monthly
House
2,098
1,180,849
59
Female
9,084
Divorced
2
Master's
Employed
15.49887
Rural
Premium
1
9
517
5
2021-08-23 15:21:39.222387
Average
Yes
Weekly
House
1,236
1,180,850
24
Female
2,420
Single
0
High School
Employed
15.912647
Suburban
Basic
0
12
773
9
2020-08-11 15:21:39.155231
Poor
Yes
Weekly
Condo
2,489
1,180,851
56
Female
1,269
Single
0
PhD
null
null
Suburban
Basic
0
12
705
4
2022-10-12 15:21:39.265513
Poor
Yes
Monthly
Condo
1,442
1,180,852
25
Female
24,953
Single
4
Bachelor's
Employed
16.895608
Suburban
Basic
null
7
null
8
2023-06-22 15:21:39.274993
Average
Yes
Monthly
Condo
3,914
1,180,853
18
Male
34,389
Divorced
4
High School
Unemployed
6.88381
Suburban
Premium
3
3
823
8
2023-06-21 15:21:39.172097
Average
No
Weekly
House
642
1,180,854
37
Male
11,298
Divorced
4
High School
null
35.783433
Rural
Comprehensive
0
13
833
1
2022-05-12 15:21:39.237118
Good
Yes
Rarely
Condo
557
1,180,855
53
Female
23,401
Divorced
1
PhD
null
null
Suburban
Basic
null
18
757
9
2021-01-09 15:21:39.205850
Poor
Yes
Weekly
Condo
478
1,180,856
38
Male
5,988
Single
3
Bachelor's
Employed
30.564381
Suburban
Comprehensive
1
12
664
3
2020-02-08 15:21:39.155231
Good
No
Rarely
Condo
1,630
1,180,857
32
Female
3,546
Married
1
PhD
null
8.690476
Suburban
Premium
0
5
467
8
2021-04-29 15:21:39.084065
Average
Yes
Rarely
Condo
662
1,180,858
59
Female
14,863
Divorced
2
Master's
Employed
9.172551
Suburban
Basic
1
13
744
6
2021-10-25 15:21:39.144722
Average
No
Weekly
Apartment
1,411
1,180,859
54
Male
1,923
Married
1
High School
Self-Employed
16.078898
Suburban
Premium
3
13
467
4
2020-01-26 15:21:39.205850
Good
No
Daily
House
1,923
1,180,860
22
Female
14,765
Single
0
Master's
Unemployed
17.719313
Suburban
Comprehensive
1
6
null
7
2023-02-04 15:21:39.220389
Average
No
Weekly
Apartment
496
1,180,861
62
Female
4,769
Divorced
4
Bachelor's
Self-Employed
24.180747
Urban
Premium
2
13
486
7
2024-06-09 15:21:39.289099
Poor
Yes
Rarely
Condo
357
1,180,862
36
Male
9,069
Single
3
Bachelor's
Self-Employed
null
Urban
Basic
1
16
543
8
2019-12-11 15:21:39.289099
Good
Yes
Weekly
Condo
689
1,180,863
30
Male
36,454
Married
4
PhD
Unemployed
31.63889
Suburban
Comprehensive
2
1
590
1
2022-11-09 15:21:39.226954
Good
No
Weekly
Apartment
801
1,180,864
37
Female
18,114
Single
3
PhD
Employed
34.097913
Suburban
Basic
null
2
null
2
2024-04-23 15:21:39.134960
Poor
Yes
Monthly
Condo
2,437
1,180,865
52
Female
2,646
Married
2
PhD
Self-Employed
43.385081
Rural
Premium
2
10
455
1
2024-07-05 15:21:39.208842
Average
Yes
Rarely
Condo
1,525
1,180,866
29
Female
3,082
Divorced
2
Master's
null
null
Suburban
Basic
0
8
null
3
2023-11-01 15:21:39.151732
Good
No
Rarely
Apartment
988
1,180,867
30
Female
5,097
Divorced
0
Bachelor's
null
38.830845
Rural
Comprehensive
0
0
682
8
2022-07-12 15:21:39.155231
Average
Yes
Monthly
Apartment
433
1,180,868
34
Male
10,981
Divorced
2
Bachelor's
null
null
Urban
Comprehensive
1
10
677
7
2023-01-16 15:21:39.092127
Average
No
Monthly
House
515
1,180,869
23
Female
30,249
Single
4
Bachelor's
Employed
20.592756
Suburban
Premium
0
15
830
3
2020-12-18 15:21:39.237118
Good
No
Rarely
House
1,739
1,180,870
59
Male
91,339
Married
3
High School
Unemployed
24.038247
Urban
Comprehensive
2
4
557
9
2022-06-18 15:21:39.237118
Average
No
Weekly
House
2,072
1,180,871
38
Female
6,612
Married
4
Master's
null
12.097184
Urban
Basic
0
8
463
1
2021-01-03 15:21:39.134960
Good
No
Monthly
Apartment
492
1,180,872
22
Male
40,794
Divorced
2
Bachelor's
null
30.812877
Urban
Basic
0
3
693
5
2022-04-16 15:21:39.155231
Average
Yes
Weekly
Condo
1,547
1,180,873
27
Male
50,945
Divorced
null
PhD
Unemployed
22.554089
Urban
Premium
2
4
799
3
2020-06-29 15:21:39.147735
Good
No
Weekly
House
2,946
1,180,874
54
Female
54,124
Single
1
Bachelor's
null
33.366762
Suburban
Basic
1
10
442
9
2023-09-11 15:21:39.180553
Poor
No
Rarely
Condo
908
1,180,875
34
Female
5,711
Married
3
PhD
Unemployed
16.882778
Suburban
Comprehensive
2
1
null
6
2020-03-21 15:21:39.130190
Poor
No
Daily
House
1,506
1,180,876
22
Female
144,813
Married
2
PhD
null
37.183363
Rural
Premium
2
5
757
8
2022-01-29 15:21:39.278402
Average
No
Daily
Apartment
24
1,180,877
41
Male
5,864
Single
null
Bachelor's
Self-Employed
15.952491
Urban
Premium
2
4
706
6
2019-11-29 15:21:39.134960
Average
No
Daily
House
556
1,180,878
29
Female
16,585
Divorced
4
Bachelor's
null
17.855959
Urban
Premium
1
7
803
6
2022-11-20 15:21:39.281787
Average
Yes
Weekly
Apartment
1,789
1,180,879
32
Female
24,997
Divorced
0
High School
Self-Employed
27.795562
Suburban
Comprehensive
0
5
522
6
2023-08-03 15:21:39.132191
Good
Yes
Weekly
House
925
1,180,880
25
Female
607
Married
0
PhD
null
null
Urban
Basic
0
12
null
8
2021-12-06 15:21:39.126661
Good
Yes
Monthly
Condo
2,145
1,180,881
30
Female
5,737
Divorced
0
Master's
null
16.672241
Suburban
Premium
null
0
676
9
2020-04-21 15:21:39.276901
Good
No
Daily
House
462
1,180,882
34
Female
69,253
Married
2
High School
Employed
33.947909
Urban
Basic
2
9
813
7
2021-07-29 15:21:39.174719
Poor
No
Weekly
Condo
55
1,180,883
61
Male
5,510
Married
3
Master's
Employed
7.251005
Urban
Premium
1
17
775
1
2024-07-15 15:21:39.121169
Average
Yes
Daily
Apartment
730
1,180,884
53
Female
24,552
Married
2
PhD
Employed
34.868806
Suburban
Comprehensive
0
4
484
9
2022-09-11 15:21:39.281787
Good
Yes
Rarely
House
503
1,180,885
50
Female
17,091
Single
3
High School
null
15.924813
Urban
Basic
null
9
null
8
2020-03-16 15:21:39.134960
Poor
Yes
Weekly
Condo
1,331
1,180,886
37
Female
7,062
Divorced
2
Master's
Self-Employed
21.958507
Suburban
Basic
1
3
778
1
2023-01-08 15:21:39.155231
Average
No
Monthly
Condo
742
1,180,887
59
Female
2,587
Single
0
Bachelor's
Unemployed
14.28598
Urban
Premium
3
16
650
7
2021-02-19 15:21:39.155231
Good
Yes
Weekly
House
959
1,180,888
29
Female
1,468
Divorced
3
Bachelor's
null
18.612899
Rural
Premium
1
2
370
7
2021-02-12 15:21:39.111551
Average
No
Monthly
House
928
1,180,889
54
Male
81,300
Married
4
Master's
null
32.509619
Rural
Premium
0
12
403
4
2023-06-15 15:21:39.172097
Poor
Yes
Weekly
Condo
798
1,180,890
40
Male
64,564
Divorced
4
PhD
null
21.769693
Rural
Basic
null
10
302
8
2020-03-27 15:21:39.176717
Good
Yes
Weekly
House
438
1,180,891
54
Female
27,973
Married
4
High School
null
9.250194
Suburban
Basic
1
7
323
8
2021-10-25 15:21:39.155231
Poor
Yes
Weekly
Apartment
751
1,180,892
31
Female
7,092
Divorced
3
Bachelor's
Unemployed
25.09339
Rural
Basic
1
17
718
7
2023-09-02 15:21:39.147735
Poor
Yes
Weekly
Condo
111
1,180,893
55
Male
33,486
Single
3
Master's
Unemployed
28.390589
Rural
Basic
null
4
null
2
2019-12-09 15:21:39.236064
Good
No
Monthly
Condo
248
1,180,894
64
Male
43,765
Married
null
High School
Self-Employed
16.73745
Urban
Basic
null
16
498
5
2020-04-11 15:21:39.155231
Average
Yes
Rarely
Condo
832
1,180,895
36
Female
19,099
Married
3
Bachelor's
Unemployed
29.341022
Rural
Comprehensive
0
1
633
7
2022-09-04 15:21:39.155231
Good
Yes
Rarely
Condo
951
1,180,896
31
Male
25,115
Married
3
Bachelor's
null
null
Urban
Basic
1
10
771
4
2024-03-04 15:21:39.223901
null
No
Daily
Apartment
506
1,180,897
33
Female
18,095
Married
4
High School
Unemployed
9.822216
Rural
Comprehensive
0
19
632
8
2022-08-15 15:21:39.173834
Good
Yes
Weekly
Apartment
4,082
1,180,898
47
Female
8,789
Single
2
PhD
Employed
24.878388
Suburban
Comprehensive
0
8
661
7
2021-01-09 15:21:39.211806
Average
No
Weekly
Apartment
422
1,180,899
60
Male
6,479
Divorced
0
Master's
null
34.457215
Rural
Basic
null
6
null
8
2023-12-09 15:21:39.268507
Average
Yes
Weekly
Condo
996