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
19,000
19
Male
10,042
Divorced
4
Master's
Employed
44.771535
Rural
Basic
3
7
367
6
2020-10-14 15:21:39.274993
Average
No
Weekly
Condo
1,488
19,001
52
Female
1,668
Single
4
Master's
Unemployed
39.628216
Suburban
Basic
2
2
847
1
2020-03-28 15:21:39.177724
Good
No
Daily
Apartment
1,495
19,002
22
Female
2,778
Divorced
2
PhD
null
45.180969
Urban
Premium
null
15
693
9
2023-10-06 15:21:39.237118
Good
No
Daily
House
30
19,003
48
Female
34,403
Single
4
Bachelor's
null
36.824463
Urban
Basic
1
12
640
2
2019-09-12 15:21:39.282785
Average
Yes
Rarely
House
1,170
19,004
44
Male
35,754
Married
4
Bachelor's
null
21.868706
Suburban
Comprehensive
null
3
772
1
2023-09-20 15:21:39.086123
Average
No
Rarely
House
591
19,005
56
Female
35,321
Divorced
1
PhD
null
4.676702
Suburban
Comprehensive
1
11
521
2
2020-09-01 15:21:39.290098
Average
No
Weekly
Condo
1,287
19,006
35
Female
5,725
Married
1
Master's
Unemployed
14.641794
Suburban
Comprehensive
1
12
690
5
2024-06-19 15:21:39.256696
Poor
No
Weekly
House
733
19,007
25
Male
7,073
Single
0
High School
null
34.71169
Urban
Basic
0
11
713
9
2021-09-03 15:21:39.208842
Good
Yes
Weekly
House
2,188
19,008
64
Male
142,971
Married
2
Master's
Self-Employed
null
Suburban
Comprehensive
3
19
648
8
2024-05-27 15:21:39.134960
Average
No
Rarely
House
1,082
19,009
43
Female
45,252
Divorced
2
PhD
Unemployed
48.121245
Rural
Premium
0
10
567
4
2020-07-25 15:21:39.134960
Average
No
Daily
Apartment
1,657
19,010
20
Female
47,943
Divorced
3
Master's
Self-Employed
31.293412
Rural
Basic
null
6
373
7
2020-03-22 15:21:39.093681
Average
Yes
Rarely
Condo
1,067
19,011
55
Male
43,988
Divorced
4
PhD
Self-Employed
7.079729
Suburban
Premium
1
4
573
7
2022-08-17 15:21:39.172097
null
Yes
Daily
House
1,803
19,012
57
Male
5,979
Married
0
High School
Self-Employed
45.878299
Urban
Premium
null
0
615
6
2021-01-30 15:21:39.177724
Good
Yes
Weekly
House
1,244
19,013
47
Male
24,018
Married
2
Bachelor's
Self-Employed
37.985526
Urban
Basic
0
19
473
9
2022-01-28 15:21:39.122134
Poor
No
Weekly
Apartment
1,082
19,014
45
Female
7,073
Divorced
1
Master's
Unemployed
9.873454
Suburban
Premium
null
8
775
1
2022-04-17 15:21:39.194829
Good
No
Weekly
Condo
1,049
19,015
49
Male
98,745
Married
2
PhD
Self-Employed
43.526835
Suburban
Premium
1
17
329
1
2020-02-05 15:21:39.084065
Poor
No
Rarely
House
416
19,016
53
Female
30,984
Married
3
Master's
null
6.788168
Suburban
Basic
null
8
751
9
2022-02-02 15:21:39.214388
Good
Yes
Monthly
House
831
19,017
50
Female
17,375
Divorced
0
High School
Unemployed
46.551777
Urban
Premium
1
2
498
5
2023-11-07 15:21:39.264504
Poor
No
Rarely
Condo
746
19,018
26
Male
38,230
Single
4
High School
Unemployed
6.529414
Suburban
Premium
1
6
null
9
2020-10-17 15:21:39.188220
Poor
Yes
Rarely
Condo
617
19,019
23
Male
11,590
Single
4
High School
Self-Employed
42.279894
Suburban
Premium
0
0
658
8
2020-05-05 15:21:39.261856
Poor
Yes
Weekly
Apartment
577
19,020
45
Male
23,862
Single
4
PhD
Self-Employed
36.3388
Suburban
Premium
null
14
667
2
2022-09-10 15:21:39.167099
Good
No
Rarely
Condo
470
19,021
21
Female
43,847
Single
1
PhD
Self-Employed
37.076838
Suburban
Comprehensive
null
19
473
7
2020-09-03 15:21:39.194829
Poor
No
Monthly
Apartment
2,233
19,022
45
Female
4,820
Divorced
1
PhD
Self-Employed
21.790989
Rural
Comprehensive
0
5
616
6
2020-07-18 15:21:39.114118
Poor
No
Monthly
House
49
19,023
48
Male
82,907
Divorced
1
Master's
Unemployed
null
Suburban
Basic
0
8
382
2
2022-02-03 15:21:39.201446
Average
Yes
Daily
House
558
19,024
47
Female
73,856
Married
2
Master's
Unemployed
14.037118
Rural
Premium
0
4
359
8
2023-09-03 15:21:39.244069
Good
No
Daily
Apartment
882
19,025
47
Female
566
Married
null
Master's
null
16.636342
Rural
Comprehensive
0
17
591
9
2023-05-13 15:21:39.148733
Poor
Yes
Monthly
House
1,885
19,026
52
Male
76,729
Single
1
PhD
Employed
33.898467
Suburban
Basic
1
7
722
5
2020-11-10 15:21:39.257696
Average
Yes
Daily
Condo
85
19,027
31
Female
24,485
Married
1
High School
Self-Employed
38.714325
Rural
Premium
3
10
710
3
2022-03-10 15:21:39.134960
Poor
Yes
Rarely
Apartment
955
19,028
33
Male
103,370
Married
4
PhD
Unemployed
20.145569
Urban
Basic
0
9
617
1
2022-01-24 15:21:39.095696
Poor
No
Weekly
Apartment
382
19,029
48
Female
16,259
Divorced
3
High School
null
23.73483
Suburban
Premium
1
8
472
3
2022-02-24 15:21:39.190215
Average
Yes
Daily
Apartment
830
19,030
19
Male
null
Single
0
Bachelor's
Self-Employed
38.28341
Urban
Basic
3
5
746
3
2024-01-04 15:21:39.108562
Good
No
Daily
Condo
3,284
19,031
35
Male
5,044
Married
1
PhD
null
23.066369
Rural
Premium
1
1
695
7
2021-01-21 15:21:39.155231
Poor
Yes
Monthly
House
1,340
19,032
25
Female
83,316
Divorced
2
Bachelor's
Self-Employed
38.145948
Suburban
Basic
null
10
509
5
2019-10-17 15:21:39.249100
Average
No
Daily
Apartment
2,711
19,033
52
Male
36,123
Married
1
PhD
Unemployed
13.685858
Urban
Basic
1
7
682
4
2021-01-01 15:21:39.111551
Good
Yes
Weekly
Condo
1,514
19,034
37
Female
15,631
Single
1
Master's
Employed
28.96513
Rural
Comprehensive
0
11
798
1
2020-09-22 15:21:39.147735
null
No
Weekly
Condo
1,046
19,035
38
Female
71,590
Married
null
High School
Employed
42.670025
Suburban
Basic
1
7
411
2
2023-12-15 15:21:39.205850
Poor
No
Monthly
House
3,056
19,036
36
Female
null
Single
0
High School
null
30.829481
Urban
Comprehensive
1
15
362
2
2023-10-17 15:21:39.134960
Average
No
Daily
Apartment
20
19,037
19
Male
5,892
Divorced
4
PhD
null
27.858555
Rural
Comprehensive
0
8
431
1
2022-01-05 15:21:39.288099
Poor
Yes
Daily
Condo
694
19,038
19
Male
44,448
Divorced
2
High School
Employed
49.890859
Suburban
Comprehensive
0
7
705
8
2020-10-23 15:21:39.198406
Good
No
Daily
House
1,592
19,039
35
Male
35,951
Single
1
PhD
Self-Employed
33.176301
Suburban
Comprehensive
0
8
404
2
2021-03-04 15:21:39.181605
Average
No
Rarely
House
2,168
19,040
25
Male
120,849
Married
3
Bachelor's
null
42.914461
Urban
Premium
null
7
444
2
2021-11-21 15:21:39.230483
Poor
No
Rarely
House
2,009
19,041
26
Male
40,777
Married
4
Bachelor's
Unemployed
30.653701
Urban
Premium
1
15
839
6
2023-03-07 15:21:39.205850
Poor
No
Monthly
Condo
2,534
19,042
35
Female
4,131
Married
2
Master's
Employed
23.33057
Rural
Basic
null
6
784
5
2022-03-19 15:21:39.215386
Average
No
Daily
Condo
115
19,043
48
Female
2,498
Married
null
PhD
Unemployed
44.824764
Suburban
Premium
2
15
688
5
2021-05-27 15:21:39.167099
Poor
Yes
Monthly
Condo
481
19,044
58
Female
102,051
Divorced
1
Bachelor's
null
15.382054
Urban
Premium
2
9
662
5
2022-07-28 15:21:39.134960
Good
No
Daily
Condo
24
19,045
56
Male
11,578
Divorced
0
PhD
null
4.958189
Rural
Comprehensive
null
16
514
3
2020-12-19 15:21:39.173834
Average
No
Rarely
House
1,119
19,046
57
Female
43,100
Divorced
3
Master's
null
29.628821
Rural
Comprehensive
null
6
798
8
2020-10-29 15:21:39.289099
Average
Yes
Daily
Apartment
1,032
19,047
34
Male
9,071
Married
2
High School
Unemployed
18.161263
Urban
Comprehensive
null
10
null
3
2020-02-13 15:21:39.113566
Good
No
Rarely
Condo
474
19,048
60
Male
43,439
Divorced
3
Master's
null
28.93831
Urban
Basic
1
14
null
2
2022-02-24 15:21:39.190215
null
Yes
Monthly
House
1,035
19,049
64
Male
27,193
Married
3
Master's
Self-Employed
28.202465
Rural
Comprehensive
null
13
703
4
2022-02-21 15:21:39.134960
Poor
Yes
Daily
Apartment
1,028
19,050
38
Male
42,213
Married
4
High School
Employed
23.180124
Suburban
Comprehensive
1
3
595
6
2022-11-03 15:21:39.124659
Good
No
Weekly
Apartment
1,659
19,051
60
Male
91,048
Single
1
PhD
null
43.734664
Suburban
Premium
2
17
807
5
2021-12-23 15:21:39.084065
Good
No
Monthly
Apartment
2,747
19,052
34
Male
28,108
Divorced
1
Bachelor's
null
12.611479
Rural
Premium
null
12
779
9
2022-06-26 15:21:39.126661
Poor
Yes
Monthly
Condo
3,063
19,053
56
Female
14,096
Divorced
4
PhD
null
36.810911
Urban
Basic
0
15
505
8
2021-08-17 15:21:39.188220
Poor
No
Daily
House
2,155
19,054
64
Male
33,016
Divorced
0
Master's
Self-Employed
17.944912
Urban
Comprehensive
1
0
734
4
2023-03-30 15:21:39.143708
Good
No
Daily
Apartment
716
19,055
62
Male
1,792
Divorced
3
High School
Employed
9.64143
Rural
Premium
1
8
463
5
2022-04-06 15:21:39.155231
Good
Yes
Rarely
House
733
19,056
50
Male
2,907
Married
0
PhD
null
9.63341
Suburban
Premium
0
8
565
3
2023-01-02 15:21:39.155231
Good
Yes
Rarely
House
33
19,057
27
Male
4,769
Divorced
0
Master's
null
20.181167
Rural
Basic
null
10
642
5
2024-04-05 15:21:39.155231
Good
No
Monthly
Condo
3,138
19,058
28
Female
82,959
Married
0
Bachelor's
Self-Employed
41.4165
Urban
Premium
null
10
548
3
2024-04-29 15:21:39.233998
Good
No
Monthly
Apartment
315
19,059
31
Male
4,567
Single
null
Bachelor's
null
34.78141
Urban
Basic
0
10
361
9
2022-03-04 15:21:39.270454
Good
No
Weekly
House
49
19,060
62
Female
17,397
Married
0
Master's
Self-Employed
null
Suburban
Basic
1
9
711
4
2021-10-12 15:21:39.166062
Average
Yes
Weekly
Condo
23
19,061
33
Female
10,017
Divorced
0
PhD
null
31.096474
Suburban
Comprehensive
null
8
575
5
2020-12-23 15:21:39.278402
Good
No
Monthly
Apartment
1,049
19,062
23
Male
12,891
Married
1
Master's
Employed
40.11542
Rural
Premium
2
1
573
8
2020-09-22 15:21:39.237118
Average
No
Monthly
Apartment
979
19,063
21
Female
16,076
Single
3
Master's
null
null
Rural
Basic
0
3
619
6
2023-02-24 15:21:39.134960
Good
Yes
Daily
Condo
589
19,064
56
Male
62,402
Divorced
null
Master's
Self-Employed
32.633669
Rural
Comprehensive
0
6
810
7
2024-01-21 15:21:39.148733
null
Yes
Weekly
Apartment
3,267
19,065
24
Male
46,893
Married
3
Master's
null
19.291376
Urban
Premium
1
7
434
6
2022-05-15 15:21:39.178918
Average
No
Monthly
Condo
543
19,066
42
Male
23,480
Married
1
Master's
Unemployed
32.566502
Rural
Basic
1
12
null
7
2019-09-15 15:21:39.152732
Good
No
Weekly
House
981
19,067
62
Male
4,046
Divorced
2
Master's
Employed
16.376895
Urban
Premium
null
0
310
8
2023-05-02 15:21:39.237118
Poor
No
Daily
Apartment
1,856
19,068
59
Male
41,923
Single
2
PhD
Employed
13.878943
Rural
Comprehensive
0
0
562
7
2020-06-17 15:21:39.084065
Good
No
Daily
Condo
247
19,069
60
Male
18,194
Married
1
High School
Self-Employed
16.497835
Urban
Comprehensive
null
7
460
6
2020-12-18 15:21:39.236064
null
No
Rarely
House
1,842
19,070
58
Female
null
Married
4
PhD
Self-Employed
15.669567
Urban
Basic
0
2
326
8
2024-06-07 15:21:39.289099
Average
Yes
Weekly
Apartment
2,066
19,071
60
Female
14,094
Married
2
Master's
null
20.542187
Urban
Comprehensive
0
13
608
7
2022-08-15 15:21:39.264504
Good
No
Rarely
House
559
19,072
49
Male
758
Married
4
High School
Unemployed
27.993563
Rural
Comprehensive
2
1
474
7
2020-02-05 15:21:39.237118
Poor
No
Daily
Apartment
807
19,073
26
Male
17,086
Married
2
High School
Employed
null
Urban
Comprehensive
2
10
590
6
2023-06-29 15:21:39.185215
null
Yes
Monthly
Apartment
541
19,074
29
Female
27,020
Single
3
High School
Unemployed
28.09088
Rural
Basic
0
6
445
9
2020-09-07 15:21:39.170099
Poor
No
Weekly
Condo
1,943
19,075
29
Female
null
Divorced
1
PhD
Self-Employed
43.787725
Suburban
Premium
null
2
379
2
2023-06-16 15:21:39.155231
Poor
Yes
Rarely
Condo
2,113
19,076
39
Male
5,527
Married
1
Bachelor's
null
32.917274
Suburban
Basic
2
1
790
7
2020-08-13 15:21:39.237118
Average
Yes
Monthly
Apartment
748
19,077
44
Female
51,633
Divorced
2
High School
Employed
36.383684
Rural
Basic
1
5
513
9
2020-05-21 15:21:39.171102
null
Yes
Daily
Apartment
2,399
19,078
26
Male
24,259
Married
null
Bachelor's
Self-Employed
null
Urban
Basic
1
11
531
9
2021-02-15 15:21:39.226954
Poor
No
Monthly
House
493
19,079
22
Male
16,697
Married
0
Master's
Employed
null
Suburban
Premium
1
19
397
2
2020-10-03 15:21:39.134960
Good
Yes
Daily
House
556
19,080
33
Male
1,938
Married
1
PhD
null
22.357112
Suburban
Premium
1
4
466
5
2019-11-07 15:21:39.164044
Average
Yes
Rarely
Apartment
466
19,081
38
Female
4,975
Divorced
1
PhD
Employed
31.939203
Suburban
Premium
2
1
361
5
2020-02-08 15:21:39.237118
Poor
Yes
Weekly
House
487
19,082
null
Female
1,097
Divorced
2
High School
Self-Employed
7.39777
Suburban
Basic
null
15
364
9
2024-03-03 15:21:39.098696
Good
No
Weekly
Apartment
1,301
19,083
55
Male
6,974
Single
0
Master's
Unemployed
15.39339
Urban
Basic
1
18
null
5
2020-08-19 15:21:39.144722
Good
No
Rarely
House
615
19,084
60
Male
16,168
Single
4
Master's
Unemployed
18.829287
Suburban
Premium
1
13
743
7
2023-09-13 15:21:39.098696
Good
No
Monthly
Apartment
585
19,085
21
Female
41,639
Single
0
Bachelor's
Unemployed
7.08273
Suburban
Premium
null
17
null
2
2019-12-15 15:21:39.246098
Average
Yes
Weekly
House
1,478
19,086
21
Male
24,682
Married
2
PhD
Employed
43.834992
Urban
Premium
1
11
696
9
2020-10-08 15:21:39.152732
Poor
Yes
Rarely
House
574
19,087
59
Female
51,916
Married
4
High School
null
38.629517
Urban
Basic
null
16
824
9
2021-09-21 15:21:39.188220
null
Yes
Weekly
Apartment
362
19,088
42
Male
86,825
Married
3
Bachelor's
null
19.845799
Urban
Comprehensive
3
4
null
6
2023-05-14 15:21:39.092127
Good
Yes
Rarely
House
49
19,089
58
Female
2,954
Single
0
PhD
Employed
11.057676
Urban
Basic
1
3
695
4
2019-10-29 15:21:39.106582
Poor
Yes
Rarely
Apartment
1,140
19,090
55
Male
15,386
Married
2
Bachelor's
Unemployed
24.620128
Suburban
Premium
null
11
796
5
2023-07-08 15:21:39.287115
Average
Yes
Rarely
Condo
2,312
19,091
56
Female
2,883
Divorced
3
Master's
null
34.131895
Suburban
Premium
3
19
767
4
2022-12-27 15:21:39.237118
Poor
Yes
Weekly
Condo
438
19,092
56
Male
71,562
Married
1
Bachelor's
Employed
51.656942
Urban
Comprehensive
2
8
828
2
2023-06-24 15:21:39.134960
Good
Yes
Rarely
House
1,619
19,093
20
Male
52,493
Married
4
Bachelor's
Employed
35.868967
Rural
Basic
0
0
358
2
2022-02-24 15:21:39.236064
Poor
Yes
Monthly
Apartment
266
19,094
39
Female
5,836
Single
null
Bachelor's
Employed
null
Urban
Basic
null
18
816
8
2021-03-22 15:21:39.172097
Poor
Yes
Monthly
Condo
774
19,095
45
Male
92,725
Divorced
0
PhD
null
35.749075
Suburban
Basic
3
2
null
4
2020-06-09 15:21:39.290098
Average
No
Weekly
House
2,746
19,096
52
Male
87,356
Married
1
Bachelor's
null
33.444442
Suburban
Basic
1
17
701
1
2019-11-01 15:21:39.134960
Poor
No
Daily
Condo
57
19,097
23
Female
3,915
Single
2
Master's
null
32.649997
Suburban
Basic
1
10
494
4
2022-01-10 15:21:39.132191
Good
No
Rarely
Condo
471
19,098
19
Female
9,288
Married
3
Bachelor's
null
34.835904
Suburban
Premium
1
7
672
9
2022-03-11 15:21:39.279729
Average
Yes
Monthly
Condo
661
19,099
52
Male
18,996
Married
4
Master's
null
10.786826
Suburban
Premium
null
7
null
1
2021-01-19 15:21:39.134960
Poor
Yes
Rarely
Condo
703