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
1,195,000
58
Male
18,704
Divorced
0
Master's
null
47.099194
Rural
Premium
0
9
397
4
2023-05-07 15:21:39.211806
Poor
No
Weekly
House
1,090
1,195,001
25
Male
51,893
Married
0
Bachelor's
Self-Employed
29.356513
Urban
Comprehensive
null
18
479
1
2022-12-29 15:21:39.208842
null
Yes
Monthly
Condo
2,102
1,195,002
48
Female
2,798
Divorced
1
High School
null
20.188971
Rural
Basic
0
8
664
5
2023-03-03 15:21:39.237118
Average
Yes
Rarely
Apartment
2,155
1,195,003
26
Male
24,809
Married
0
PhD
null
7.938919
Urban
Premium
null
7
648
1
2023-11-19 15:21:39.091080
Average
Yes
Weekly
House
48
1,195,004
47
Female
null
Divorced
2
Bachelor's
Unemployed
35.716101
Rural
Premium
0
19
446
3
2020-05-17 15:21:39.096739
Average
No
Monthly
House
2,493
1,195,005
59
Male
37,000
Single
4
Bachelor's
Self-Employed
38.474473
Urban
Basic
0
13
null
7
2021-05-09 15:21:39.251142
Good
No
Weekly
Condo
1,533
1,195,006
57
Male
54,910
Divorced
4
Bachelor's
Employed
35.177988
Urban
Comprehensive
0
7
609
2
2021-11-18 15:21:39.130190
null
Yes
Daily
Apartment
2,066
1,195,007
41
Female
6,539
Single
3
High School
Unemployed
null
Urban
Basic
0
12
703
9
2021-02-06 15:21:39.134960
Poor
Yes
Rarely
House
1,245
1,195,008
30
Female
7,875
Divorced
4
Bachelor's
Self-Employed
41.651527
Suburban
Basic
1
14
null
8
2022-12-23 15:21:39.211806
Good
Yes
Rarely
Condo
589
1,195,009
23
Male
6,817
Married
0
Bachelor's
Self-Employed
8.444819
Rural
Premium
3
11
463
7
2023-11-22 15:21:39.126661
Good
No
Daily
Apartment
1,745
1,195,010
44
Female
5,961
Divorced
0
PhD
Employed
14.291911
Suburban
Premium
1
12
748
9
2022-04-04 15:21:39.272456
Average
Yes
Weekly
House
522
1,195,011
60
Female
122,512
Single
3
PhD
Employed
null
Urban
Comprehensive
0
3
695
6
2020-08-10 15:21:39.237118
Poor
No
Rarely
Apartment
2,155
1,195,012
49
Female
7,097
Single
3
Master's
null
28.566318
Urban
Premium
0
9
811
3
2023-12-19 15:21:39.289099
Good
No
Daily
Condo
772
1,195,013
36
Male
91,031
Married
2
PhD
null
27.376057
Suburban
Comprehensive
1
17
361
9
2021-08-14 15:21:39.095696
Poor
No
Rarely
Condo
1,596
1,195,014
57
Female
27,881
Divorced
0
High School
null
19.9914
Urban
Basic
1
0
836
1
2023-08-25 15:21:39.155231
Poor
Yes
Rarely
House
473
1,195,015
40
Female
64,481
Married
2
PhD
Unemployed
8.020839
Urban
Basic
3
18
382
4
2022-09-16 15:21:39.098696
Average
No
Daily
House
2,376
1,195,016
null
Male
4,925
Single
3
Master's
Unemployed
34.858126
Suburban
Basic
1
19
388
7
2020-03-10 15:21:39.105504
Good
Yes
Daily
House
1,109
1,195,017
63
Male
4,022
Single
3
PhD
Self-Employed
49.43475
Urban
Basic
0
7
554
2
2024-06-16 15:21:39.134960
Poor
Yes
Rarely
House
48
1,195,018
57
Male
34,187
Single
1
Master's
null
5.136792
Urban
Premium
null
1
758
1
2019-11-01 15:21:39.152732
Average
No
Weekly
Condo
463
1,195,019
56
Male
44,910
Divorced
4
Bachelor's
Self-Employed
24.879213
Suburban
Comprehensive
0
13
545
3
2024-05-19 15:21:39.206847
Average
Yes
Rarely
Apartment
839
1,195,020
60
Female
34,172
Divorced
2
PhD
null
42.788075
Rural
Comprehensive
null
10
462
7
2020-02-13 15:21:39.134960
Average
Yes
Rarely
Apartment
938
1,195,021
26
Female
25,135
Divorced
1
Bachelor's
Employed
18.869186
Rural
Comprehensive
null
10
642
4
2023-11-02 15:21:39.237118
Poor
No
Daily
Apartment
1,622
1,195,022
20
Male
18,644
Married
1
Master's
Self-Employed
16.934148
Urban
Premium
2
4
795
4
2021-06-05 15:21:39.134960
Poor
Yes
Rarely
Condo
421
1,195,023
33
Male
66,750
Single
1
PhD
Employed
9.774719
Rural
Premium
2
5
326
8
2023-08-07 15:21:39.176717
null
No
Weekly
Condo
1,746
1,195,024
61
Male
17,069
Single
null
Master's
Self-Employed
51.769802
Rural
Premium
1
4
832
3
2024-02-29 15:21:39.093681
Poor
No
Rarely
Condo
597
1,195,025
51
Female
28,280
Single
2
High School
Unemployed
48.97923
Urban
Premium
null
14
693
1
2023-10-04 15:21:39.245086
Average
No
Weekly
House
434
1,195,026
33
Female
4,507
Single
3
Bachelor's
Unemployed
30.067946
Urban
Basic
1
5
535
3
2022-04-06 15:21:39.274993
Poor
No
Daily
Apartment
148
1,195,027
24
Male
16,892
Divorced
2
Bachelor's
Employed
18.052429
Rural
Comprehensive
0
13
null
8
2024-08-07 15:21:39.086123
Poor
Yes
Weekly
Apartment
752
1,195,028
26
Female
72,646
Married
3
PhD
null
47.898446
Urban
Premium
0
19
695
9
2019-10-09 15:21:39.134960
Poor
Yes
Monthly
Condo
2,219
1,195,029
46
Female
117,562
Single
1
Master's
Self-Employed
6.985705
Suburban
Basic
null
1
588
3
2023-07-21 15:21:39.255696
Good
No
Weekly
Condo
382
1,195,030
35
Female
21,823
Single
null
Bachelor's
Unemployed
29.270364
Rural
Premium
2
6
740
8
2024-03-15 15:21:39.166062
Poor
No
Monthly
Apartment
127
1,195,031
57
Female
66,528
Married
4
PhD
Self-Employed
null
Suburban
Basic
null
8
477
6
2020-07-29 15:21:39.237118
Poor
Yes
Weekly
Apartment
2,630
1,195,032
57
Female
937
Single
4
High School
null
27.788807
Urban
Comprehensive
2
14
703
6
2019-12-10 15:21:39.092127
Average
No
Monthly
Apartment
689
1,195,033
39
Male
497
Divorced
1
High School
null
33.433839
Rural
Premium
null
2
445
7
2023-08-29 15:21:39.124659
Average
No
Daily
House
1,308
1,195,034
44
Male
20,329
Married
4
PhD
Unemployed
34.734758
Suburban
Comprehensive
null
3
847
8
2022-10-23 15:21:39.187211
Good
No
Daily
House
118
1,195,035
56
Male
21,300
Single
3
Bachelor's
Self-Employed
36.38305
Suburban
Comprehensive
1
9
751
4
2020-10-04 15:21:39.287115
Poor
Yes
Daily
Apartment
1,607
1,195,036
22
Male
143,532
Divorced
0
Master's
null
null
Rural
Basic
1
18
613
8
2023-03-02 15:21:39.149731
Average
No
Weekly
Apartment
2,316
1,195,037
29
Female
24,359
Married
2
Bachelor's
Unemployed
24.365065
Suburban
Premium
null
16
null
9
2024-08-02 15:21:39.260856
Average
No
Monthly
House
647
1,195,038
20
Female
38,217
Single
1
Bachelor's
Employed
51.182823
Rural
Basic
null
2
567
4
2023-12-13 15:21:39.169102
Average
No
Weekly
Condo
461
1,195,039
61
Female
8,667
Married
null
High School
Employed
31.715603
Urban
Comprehensive
1
3
535
9
2022-03-23 15:21:39.279729
Average
No
Rarely
Apartment
1,317
1,195,040
61
Female
48,967
Married
4
High School
null
25.180827
Suburban
Premium
0
18
775
1
2023-09-28 15:21:39.231531
Poor
No
Monthly
Condo
49
1,195,041
53
Male
31,655
Single
4
Bachelor's
null
49.142991
Rural
Basic
null
10
774
3
2020-01-03 15:21:39.084065
Average
No
Daily
Condo
559
1,195,042
25
Female
3,258
null
1
High School
Self-Employed
41.007502
Suburban
Premium
1
2
494
5
2023-05-16 15:21:39.132191
Average
No
Monthly
Apartment
981
1,195,043
37
Male
24,155
Divorced
3
Master's
Unemployed
20.69583
Urban
Basic
4
4
455
5
2020-09-19 15:21:39.169102
Good
Yes
Rarely
Apartment
906
1,195,044
35
Male
909
Divorced
3
PhD
null
20.391645
Suburban
Comprehensive
2
19
713
2
2024-03-24 15:21:39.155231
Average
No
Rarely
House
1,305
1,195,045
60
Male
6,868
Single
4
High School
Unemployed
30.162514
Urban
Basic
0
4
725
2
2019-11-19 15:21:39.099739
Good
Yes
Weekly
Apartment
2,373
1,195,046
50
Male
31,542
Divorced
0
Master's
Self-Employed
27.894545
Rural
Basic
0
14
571
7
2023-10-16 15:21:39.236064
Poor
No
Weekly
House
3,356
1,195,047
35
Female
57,582
Divorced
3
PhD
null
25.959139
Suburban
Premium
2
7
437
6
2019-09-04 15:21:39.261856
Poor
Yes
Rarely
House
1,737
1,195,048
31
Female
26,228
Married
1
Bachelor's
Unemployed
9.714535
Suburban
Premium
0
0
618
2
2022-01-15 15:21:39.096739
Average
Yes
Weekly
Condo
762
1,195,049
53
Male
33,502
Single
3
Bachelor's
null
8.917107
Suburban
Basic
1
16
null
9
2022-11-14 15:21:39.087123
Good
Yes
Rarely
Apartment
1,472
1,195,050
56
Male
1,879
Married
0
Bachelor's
Unemployed
25.569027
Suburban
Comprehensive
1
13
477
8
2022-04-14 15:21:39.098696
Poor
Yes
Weekly
House
285
1,195,051
63
Female
65,645
Single
2
High School
null
41.342835
Rural
Comprehensive
1
15
301
2
2020-09-09 15:21:39.134960
Good
Yes
Rarely
Condo
1,419
1,195,052
50
Female
15,982
Married
0
Master's
Self-Employed
37.5928
Urban
Comprehensive
0
3
735
3
2021-08-20 15:21:39.285112
Average
No
Weekly
Condo
934
1,195,053
31
Female
113,829
Single
3
High School
null
25.067628
Urban
Comprehensive
1
16
309
1
2023-10-16 15:21:39.155231
Good
No
Daily
Condo
928
1,195,054
34
Male
17,272
Single
0
Bachelor's
Employed
21.361769
Suburban
Comprehensive
1
10
null
8
2020-02-27 15:21:39.251142
Poor
No
Rarely
Apartment
602
1,195,055
51
Female
62,662
Married
3
Bachelor's
Self-Employed
38.019871
Urban
Comprehensive
0
7
441
1
2020-02-27 15:21:39.185215
Average
Yes
Rarely
Condo
1,017
1,195,056
23
Male
36,301
Married
1
Master's
Self-Employed
17.093889
Rural
Comprehensive
1
18
494
8
2020-11-25 15:21:39.134960
Poor
Yes
Monthly
House
1,361
1,195,057
43
Female
16,099
Single
null
Master's
Employed
47.584271
Rural
Basic
null
7
615
7
2022-08-04 15:21:39.288099
Poor
Yes
Daily
House
1,224
1,195,058
26
Female
26,668
Married
null
Bachelor's
Self-Employed
20.818087
Suburban
Comprehensive
0
13
562
7
2023-04-26 15:21:39.237118
Average
Yes
Monthly
Condo
830
1,195,059
51
Male
28,056
Single
3
Master's
Employed
12.923712
Rural
Basic
null
13
653
1
2020-04-04 15:21:39.191219
Poor
Yes
Daily
Apartment
2,434
1,195,060
18
Male
54,977
Single
3
PhD
Employed
5.259511
Urban
Basic
0
10
474
5
2021-07-31 15:21:39.237118
Good
No
Monthly
Apartment
2,639
1,195,061
40
Female
8,464
Married
1
PhD
null
22.584385
Rural
Comprehensive
1
8
775
5
2021-09-08 15:21:39.228521
Poor
Yes
Monthly
Apartment
600
1,195,062
24
Male
15,791
Married
2
Master's
null
33.895347
Suburban
Basic
0
19
562
5
2022-02-09 15:21:39.185215
Average
Yes
Monthly
Apartment
571
1,195,063
34
Female
6,924
Single
2
High School
Employed
24.907649
Rural
Comprehensive
1
1
null
3
2020-04-19 15:21:39.101733
null
Yes
Rarely
House
1,750
1,195,064
39
Female
38,700
Married
4
PhD
Self-Employed
8.726491
Rural
Premium
null
4
722
7
2022-06-01 15:21:39.283783
Poor
Yes
Rarely
Condo
708
1,195,065
51
Male
31,758
Married
4
High School
Self-Employed
31.81351
Rural
Basic
null
4
784
3
2020-06-16 15:21:39.250151
null
No
Weekly
Apartment
637
1,195,066
51
Male
3,941
Single
4
Master's
Unemployed
15.84934
Urban
Basic
1
15
772
3
2024-07-22 15:21:39.185215
Poor
No
Daily
Apartment
2,412
1,195,067
32
Male
10,862
Single
2
Master's
Self-Employed
44.923643
Suburban
Premium
null
5
null
9
2023-08-15 15:21:39.134960
Poor
No
Weekly
House
944
1,195,068
39
Female
6,942
Divorced
0
Bachelor's
Employed
null
Rural
Comprehensive
0
17
null
3
2021-05-11 15:21:39.181605
Good
No
Rarely
House
589
1,195,069
40
Female
2,680
Single
4
High School
null
33.362993
Rural
Basic
1
12
551
1
2019-08-20 15:21:39.203442
Good
Yes
Daily
Condo
641
1,195,070
26
Female
9,404
Divorced
0
PhD
null
28.145867
Urban
Comprehensive
0
0
785
9
2020-09-07 15:21:39.209847
Good
No
Weekly
Condo
515
1,195,071
34
Female
146,512
Divorced
3
PhD
Unemployed
16.648426
Suburban
Premium
0
10
584
6
2024-02-26 15:21:39.099739
Poor
Yes
Monthly
Condo
149
1,195,072
46
Male
10,660
Divorced
0
Master's
Unemployed
27.527487
Rural
Premium
3
11
824
1
2023-01-27 15:21:39.224915
Good
Yes
Daily
House
803
1,195,073
58
Female
3,537
Divorced
4
PhD
null
40.335966
Rural
Basic
1
11
445
2
2022-04-20 15:21:39.190215
Poor
Yes
Rarely
Apartment
1,415
1,195,074
42
Male
82,904
Single
3
PhD
Employed
36.412328
Rural
Premium
3
0
562
3
2023-01-26 15:21:39.155231
null
No
Weekly
House
435
1,195,075
55
Male
7,981
Single
0
Master's
Self-Employed
27.952418
Urban
Premium
0
8
725
2
2022-08-06 15:21:39.285112
Good
No
Rarely
Condo
685
1,195,076
45
Male
8,811
Single
0
High School
Self-Employed
14.672453
Rural
Premium
null
8
842
1
2022-07-05 15:21:39.237118
Poor
No
Daily
Condo
712
1,195,077
40
Male
34,717
Single
1
Bachelor's
Self-Employed
11.683023
Rural
Comprehensive
0
13
590
9
2024-03-08 15:21:39.237118
Good
No
Rarely
Condo
3,605
1,195,078
42
Female
5,027
Single
4
Bachelor's
Self-Employed
16.63399
Suburban
Comprehensive
null
14
648
5
2022-02-23 15:21:39.086123
Good
Yes
Rarely
House
1,439
1,195,079
26
Female
8,596
Single
4
Bachelor's
Unemployed
21.957398
Suburban
Comprehensive
0
7
584
6
2021-04-05 15:21:39.219432
Average
No
Weekly
House
997
1,195,080
22
Female
10,973
Single
2
High School
Self-Employed
31.74622
Suburban
Comprehensive
1
13
324
6
2022-10-26 15:21:39.190215
Average
No
Daily
Apartment
38
1,195,081
58
Female
89,170
Married
4
High School
Unemployed
31.979088
Rural
Basic
null
4
323
9
2019-11-20 15:21:39.259788
Average
No
Daily
Apartment
571
1,195,082
56
Female
35,622
Divorced
4
High School
Employed
8.159521
Rural
Premium
null
8
474
8
2022-05-07 15:21:39.249100
Good
Yes
Rarely
Condo
33
1,195,083
26
Female
20,797
Married
1
High School
Unemployed
null
Suburban
Comprehensive
null
6
479
4
2024-06-03 15:21:39.164044
Poor
Yes
Monthly
Apartment
1,613
1,195,084
62
Female
1,480
Married
4
Master's
Employed
17.154598
Suburban
Premium
0
17
662
2
2024-04-28 15:21:39.282785
Poor
No
Weekly
Apartment
2,320
1,195,085
26
Female
18,435
Divorced
4
Bachelor's
Unemployed
47.315765
Suburban
Premium
0
18
583
3
2021-10-10 15:21:39.208842
Poor
Yes
Daily
Apartment
1,107
1,195,086
46
Male
6,436
Single
1
High School
Unemployed
33.717096
Urban
Comprehensive
1
16
524
2
2024-05-28 15:21:39.179186
Poor
No
Weekly
House
1,201
1,195,087
33
Female
2,240
Married
3
Bachelor's
Unemployed
29.918155
Urban
Premium
0
19
562
7
2020-08-03 15:21:39.171102
Poor
Yes
Rarely
Condo
2,268
1,195,088
50
Male
null
Married
1
High School
null
50.737406
Rural
Premium
0
16
711
2
2019-09-20 15:21:39.087123
Average
Yes
Daily
Apartment
2,672
1,195,089
38
Male
72,927
Married
0
Master's
null
5.580114
Rural
Premium
null
16
310
7
2022-07-04 15:21:39.208842
Average
Yes
Monthly
House
535
1,195,090
44
Female
6,973
Single
4
Bachelor's
Employed
3.08056
Suburban
Premium
1
16
728
2
2023-06-16 15:21:39.204790
Good
Yes
Monthly
House
391
1,195,091
48
Female
5,907
Married
2
High School
Self-Employed
40.284736
Urban
Premium
null
14
null
3
2023-04-13 15:21:39.254678
Poor
Yes
Daily
Condo
1,484
1,195,092
62
Female
45,308
Married
2
Bachelor's
null
40.042827
Rural
Basic
null
9
584
6
2022-07-15 15:21:39.211806
Poor
No
Monthly
Apartment
1,089
1,195,093
62
Male
null
Single
3
Master's
null
10.848728
Rural
Basic
1
3
411
5
2023-02-19 15:21:39.148733
Poor
No
Daily
House
357
1,195,094
null
Female
81,320
Married
2
Bachelor's
Employed
21.80365
Suburban
Basic
2
14
533
9
2020-07-16 15:21:39.279729
Average
Yes
Daily
House
303
1,195,095
38
Female
45,411
Divorced
0
PhD
Self-Employed
17.064998
Urban
Comprehensive
null
13
653
1
2022-05-07 15:21:39.188220
Poor
Yes
Daily
Condo
901
1,195,096
50
Male
39,711
Single
1
High School
Unemployed
26.920027
Urban
Basic
1
4
674
3
2020-04-22 15:21:39.172097
Good
Yes
Weekly
Apartment
414
1,195,097
52
Female
15,258
Divorced
3
PhD
Self-Employed
51.838675
Suburban
Premium
null
6
437
2
2022-09-21 15:21:39.172097
Poor
No
Daily
House
1,513
1,195,098
41
Male
23,861
Married
4
Bachelor's
null
33.44285
Urban
Comprehensive
null
17
736
7
2021-02-27 15:21:39.155231
Poor
Yes
Rarely
Apartment
442
1,195,099
null
Female
2,470
Divorced
1
Bachelor's
Unemployed
null
Rural
Comprehensive
null
5
509
3
2023-11-25 15:21:39.172097
Poor
Yes
Monthly
House
1,203