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
3,000
35
Female
4,626
Single
1
High School
Employed
38.127989
Rural
Comprehensive
0
13
796
8
2021-05-04 15:21:39.122134
null
Yes
Weekly
Condo
35
3,001
51
Female
43,062
Divorced
0
Master's
Unemployed
14.231286
Urban
Premium
1
5
830
4
2024-07-28 15:21:39.254678
Good
No
Daily
Apartment
2,747
3,002
31
Female
11,545
Single
3
Bachelor's
Unemployed
5.947345
Rural
Comprehensive
0
11
587
6
2022-10-26 15:21:39.167099
Good
No
Daily
Apartment
2,288
3,003
32
Female
80,594
Single
0
PhD
Unemployed
null
Rural
Premium
null
11
463
7
2020-11-22 15:21:39.155231
Average
Yes
Monthly
Condo
774
3,004
62
Male
6,058
Single
3
High School
null
10.058649
Suburban
Basic
0
0
524
1
2023-03-22 15:21:39.091080
Poor
No
Weekly
House
722
3,005
49
Male
83,093
Single
0
High School
Employed
null
Suburban
Premium
null
11
473
8
2021-05-09 15:21:39.209847
Poor
Yes
Rarely
Apartment
1,583
3,006
41
Female
24,569
Single
2
Master's
Self-Employed
23.726496
Suburban
Comprehensive
null
13
615
4
2020-04-30 15:21:39.093681
Poor
Yes
Monthly
Apartment
513
3,007
50
Female
72,699
Single
4
High School
Employed
19.504486
Suburban
Comprehensive
1
3
331
8
2024-06-16 15:21:39.155231
Good
No
Rarely
Apartment
361
3,008
62
Female
9,073
Single
null
Bachelor's
Unemployed
32.906395
Urban
Premium
1
14
783
9
2022-06-12 15:21:39.093681
Poor
No
Daily
Condo
611
3,009
60
Male
27,897
Single
2
Bachelor's
Self-Employed
10.581121
Suburban
Comprehensive
null
1
703
9
2024-05-06 15:21:39.270454
Average
No
Daily
Condo
811
3,010
56
Male
21,060
Married
0
PhD
Self-Employed
23.386471
Suburban
Premium
3
9
690
1
2020-05-01 15:21:39.171102
Poor
Yes
Monthly
House
121
3,011
30
Female
29,097
Single
4
Bachelor's
Employed
41.817789
Urban
Basic
null
6
549
6
2019-11-12 15:21:39.148733
Good
No
Weekly
House
1,479
3,012
24
Male
7,834
Single
4
Master's
null
8.497023
Suburban
Basic
null
17
590
3
2019-10-29 15:21:39.174719
Poor
Yes
Daily
Apartment
396
3,013
38
Male
24,386
Married
2
Bachelor's
Employed
13.774773
Urban
Comprehensive
2
10
null
8
2021-03-22 15:21:39.212862
Poor
No
Weekly
Condo
3,272
3,014
55
Female
13,041
Married
4
PhD
Self-Employed
13.772678
Rural
Basic
null
10
662
9
2022-02-02 15:21:39.181605
Average
Yes
Weekly
Apartment
120
3,015
47
Female
141,425
Single
0
Bachelor's
Unemployed
53.87832
Suburban
Basic
1
19
442
4
2021-07-31 15:21:39.105192
Poor
No
Daily
House
816
3,016
22
Female
62,847
Divorced
4
PhD
Self-Employed
29.966101
Suburban
Premium
3
12
444
4
2019-11-29 15:21:39.200452
null
No
Weekly
Apartment
830
3,017
27
Female
6,960
Single
2
PhD
null
32.835867
Suburban
Premium
1
18
671
7
2023-02-04 15:21:39.134960
Average
No
Rarely
Apartment
927
3,018
31
Male
38,323
Single
2
PhD
Employed
29.993333
Urban
Comprehensive
null
10
717
1
2022-04-06 15:21:39.246098
Good
Yes
Rarely
Condo
878
3,019
50
Female
104,590
Single
0
Master's
Self-Employed
47.453183
Rural
Premium
2
5
581
2
2020-09-04 15:21:39.092127
Average
Yes
Rarely
Apartment
232
3,020
47
Female
5,040
Divorced
0
Bachelor's
null
15.08796
Suburban
Premium
0
16
816
8
2023-03-02 15:21:39.106582
Poor
No
Monthly
House
2,136
3,021
28
Female
34,657
Single
0
Bachelor's
Employed
8.081432
Urban
Premium
1
7
632
9
2020-03-31 15:21:39.094752
Poor
Yes
Daily
House
143
3,022
35
Female
121,808
Single
3
Master's
Employed
null
Urban
Comprehensive
1
1
545
3
2019-12-08 15:21:39.245086
Good
No
Monthly
House
2,265
3,023
31
Female
16,073
null
0
High School
null
44.065129
Suburban
Premium
2
8
519
4
2020-09-28 15:21:39.246098
Average
Yes
Monthly
House
2,196
3,024
45
Male
3,870
Single
null
Master's
Unemployed
18.939827
Rural
Comprehensive
0
12
497
2
2020-06-20 15:21:39.080440
Good
Yes
Rarely
Condo
1,229
3,025
60
Male
35,796
Single
3
High School
Self-Employed
20.917603
Rural
Premium
null
5
622
2
2020-11-04 15:21:39.155231
Average
Yes
Weekly
Condo
538
3,026
62
Female
2,415
Married
0
Bachelor's
Employed
45.567321
Rural
Comprehensive
2
10
547
1
2021-04-25 15:21:39.244069
Good
Yes
Monthly
Condo
1,020
3,027
44
Male
40,857
Divorced
0
High School
null
3.794751
Suburban
Premium
null
2
null
6
2023-10-23 15:21:39.237118
Average
Yes
Weekly
House
71
3,028
23
Male
15,556
Divorced
null
Master's
Unemployed
10.122826
Rural
Comprehensive
0
5
629
1
2023-07-16 15:21:39.177724
Good
Yes
Weekly
House
991
3,029
57
Male
34,686
Single
2
High School
null
5.947353
Suburban
Comprehensive
0
18
689
9
2020-09-29 15:21:39.207847
Average
Yes
Daily
House
1,653
3,030
32
Female
16,259
Married
null
Bachelor's
Unemployed
null
Suburban
Premium
null
17
673
3
2020-12-26 15:21:39.263607
Poor
No
Monthly
Condo
1,206
3,031
49
Female
82,211
Divorced
2
Bachelor's
Self-Employed
30.984172
Suburban
Basic
0
11
433
5
2019-10-24 15:21:39.155231
Good
Yes
Monthly
House
748
3,032
30
Female
2,673
Single
3
Master's
Self-Employed
23.612879
Urban
Basic
0
9
454
9
2024-04-29 15:21:39.168099
Good
No
Daily
Condo
2,142
3,033
27
Female
15,585
Single
1
PhD
Unemployed
6.90423
Rural
Basic
1
19
644
2
2021-05-10 15:21:39.192212
Poor
No
Monthly
Condo
519
3,034
43
Male
41,576
Single
3
Master's
null
7.00654
Rural
Comprehensive
1
8
660
3
2021-09-01 15:21:39.285112
null
No
Rarely
Apartment
777
3,035
62
Female
null
Single
1
PhD
Self-Employed
37.441016
Rural
Premium
1
1
815
2
2020-05-07 15:21:39.093681
Poor
Yes
Weekly
House
80
3,036
38
Female
43,643
Married
1
Master's
Self-Employed
35.895007
Rural
Premium
null
7
679
3
2023-05-22 15:21:39.226954
Poor
Yes
Rarely
Apartment
981
3,037
44
Female
35,000
Single
1
Master's
Employed
13.792721
Urban
Basic
null
19
null
5
2021-02-24 15:21:39.091080
Poor
No
Monthly
House
729
3,038
42
Male
15,892
Married
3
High School
null
13.485068
Suburban
Premium
0
19
null
5
2021-03-27 15:21:39.118178
Good
Yes
Monthly
Apartment
607
3,039
49
Male
20,231
Divorced
0
PhD
Self-Employed
17.944754
Suburban
Comprehensive
1
0
513
2
2023-02-07 15:21:39.254678
Good
Yes
Rarely
Condo
867
3,040
29
Male
5,920
Single
3
Master's
Self-Employed
34.246895
Urban
Basic
0
3
null
4
2020-05-24 15:21:39.254678
Average
Yes
Weekly
House
2,516
3,041
57
Male
5,877
Divorced
3
High School
Self-Employed
36.383468
Rural
Premium
2
2
516
4
2019-08-17 15:21:39.098696
Poor
No
Weekly
Condo
39
3,042
30
Male
35,223
Divorced
2
High School
null
8.868362
Rural
Premium
0
3
null
4
2021-02-04 15:21:39.092127
Good
No
Monthly
Apartment
612
3,043
24
Female
43,130
Divorced
4
High School
Unemployed
29.078157
Rural
Comprehensive
1
5
null
3
2020-11-10 15:21:39.097737
Average
No
Weekly
House
542
3,044
55
Female
36,303
Divorced
0
High School
Unemployed
12.834696
Urban
Comprehensive
null
7
441
3
2022-03-08 15:21:39.155231
Poor
No
Daily
Apartment
726
3,045
null
Female
35,725
Married
0
Bachelor's
null
28.570626
Suburban
Basic
null
11
518
6
2023-11-04 15:21:39.155231
Good
No
Rarely
Condo
930
3,046
59
Male
35,754
Divorced
2
High School
Employed
24.593614
Rural
Premium
3
11
null
6
2021-11-23 15:21:39.082499
null
Yes
Rarely
Condo
1,178
3,047
50
Male
20,997
Married
4
High School
Unemployed
33.895777
Suburban
Premium
null
0
739
5
2020-08-08 15:21:39.102694
Average
No
Rarely
Apartment
488
3,048
27
Female
116,399
Divorced
4
High School
Self-Employed
28.47193
Suburban
Basic
null
15
382
1
2023-11-22 15:21:39.126661
Average
No
Monthly
Apartment
975
3,049
52
Female
40,691
Divorced
0
PhD
null
29.327865
Rural
Basic
0
17
713
1
2024-04-02 15:21:39.091080
Poor
Yes
Daily
House
478
3,050
39
Female
2,693
Married
1
Master's
Self-Employed
21.924249
Urban
Basic
3
19
474
3
2019-10-29 15:21:39.218388
null
Yes
Daily
Apartment
961
3,051
49
Female
3,175
Divorced
2
Master's
Employed
16.649231
Rural
Comprehensive
2
10
null
2
2023-01-04 15:21:39.145732
Good
No
Monthly
Condo
573
3,052
60
Female
29,835
Divorced
1
Bachelor's
Employed
19.597558
Urban
Basic
0
12
802
1
2023-09-21 15:21:39.092127
Good
No
Monthly
House
1,517
3,053
32
Male
15,647
Divorced
0
High School
null
5.878682
Urban
Premium
0
13
452
7
2022-03-26 15:21:39.124659
Good
Yes
Rarely
House
177
3,054
53
Female
39,726
Married
4
High School
Unemployed
10.913138
Urban
Comprehensive
null
0
571
6
2023-10-10 15:21:39.155231
Average
Yes
Monthly
Apartment
1,197
3,055
44
Male
20,982
Single
null
Bachelor's
null
15.184087
Rural
Premium
0
5
654
6
2024-05-29 15:21:39.085129
Average
Yes
Weekly
Apartment
762
3,056
21
Male
58,874
Single
1
High School
Employed
null
Suburban
Comprehensive
0
3
775
3
2022-03-15 15:21:39.274993
null
No
Daily
Condo
783
3,057
47
Male
142,429
Divorced
2
PhD
Unemployed
33.898147
Suburban
Premium
null
19
354
7
2021-07-12 15:21:39.096739
Poor
No
Monthly
House
855
3,058
21
Female
null
Single
1
High School
Self-Employed
34.496852
Rural
Premium
null
19
null
3
2023-03-17 15:21:39.134960
Average
Yes
Weekly
House
216
3,059
30
Male
22,630
Single
0
Master's
Unemployed
30.828379
Suburban
Premium
1
17
494
8
2020-07-17 15:21:39.134960
Poor
Yes
Rarely
Apartment
342
3,060
33
Male
57,586
Single
1
PhD
Employed
28.183038
Urban
Premium
3
15
793
7
2021-03-23 15:21:39.237118
Good
Yes
Rarely
Condo
2,037
3,061
60
Male
17,881
Divorced
2
Master's
Employed
18.081859
Rural
Basic
null
7
526
8
2022-03-10 15:21:39.096739
Average
Yes
Weekly
Condo
761
3,062
26
Female
51,186
Divorced
3
PhD
Self-Employed
9.181708
Rural
Basic
3
15
829
4
2020-02-18 15:21:39.237118
Good
Yes
Monthly
Condo
3,520
3,063
57
Male
47,957
Single
1
PhD
Self-Employed
9.597778
Urban
Comprehensive
1
6
523
7
2020-11-21 15:21:39.084065
Good
No
Monthly
Condo
110
3,064
61
Male
29,823
Married
4
High School
null
23.872156
Rural
Comprehensive
0
19
null
9
2022-09-16 15:21:39.081504
Good
Yes
Monthly
House
2,238
3,065
39
Female
7,869
Single
1
Bachelor's
Self-Employed
31.355573
Suburban
Comprehensive
null
9
618
4
2024-03-21 15:21:39.289099
Poor
Yes
Rarely
Condo
37
3,066
33
Male
17,177
Married
2
PhD
Employed
35.746149
Urban
Basic
1
19
787
6
2020-02-05 15:21:39.244069
Good
No
Rarely
Condo
1,155
3,067
40
Male
18,084
Married
4
Bachelor's
Self-Employed
15.035766
Rural
Premium
null
6
831
5
2021-05-15 15:21:39.202448
Poor
No
Monthly
House
1,590
3,068
38
Male
3,957
Single
0
Bachelor's
Employed
25.839321
Urban
Basic
null
16
538
4
2024-05-02 15:21:39.231531
null
Yes
Rarely
Condo
1,382
3,069
34
Female
46,822
Divorced
2
Bachelor's
Employed
38.690736
Rural
Comprehensive
2
7
520
8
2020-04-02 15:21:39.257696
Poor
No
Rarely
Apartment
2,061
3,070
46
Male
85,921
Divorced
3
PhD
Employed
52.779814
Rural
Basic
3
13
457
6
2020-03-31 15:21:39.092127
Average
No
Rarely
Condo
1,416
3,071
37
Male
16,322
Married
1
Bachelor's
Self-Employed
11.29158
Urban
Comprehensive
0
0
704
6
2024-01-27 15:21:39.134960
null
Yes
Rarely
Apartment
561
3,072
24
Male
1,204
Divorced
0
High School
Employed
null
Rural
Basic
null
16
784
6
2022-12-14 15:21:39.107553
Poor
Yes
Monthly
House
918
3,073
33
Female
12,077
Divorced
3
Master's
null
10.933761
Rural
Comprehensive
0
16
828
7
2023-04-21 15:21:39.230483
Average
Yes
Monthly
House
571
3,074
40
Female
3,546
Single
null
High School
null
31.366021
Urban
Premium
0
3
689
9
2020-11-25 15:21:39.093681
Average
Yes
Rarely
House
150
3,075
59
Male
35,781
Married
1
Bachelor's
Employed
34.517641
Rural
Comprehensive
null
3
495
2
2022-11-15 15:21:39.182597
Good
Yes
Rarely
House
656
3,076
24
Female
38,886
Married
0
Master's
Self-Employed
49.581911
Suburban
Comprehensive
1
5
771
1
2023-05-31 15:21:39.176717
Good
Yes
Weekly
Condo
95
3,077
32
Male
16,084
Single
1
High School
Self-Employed
30.569519
Rural
Basic
1
5
403
8
2020-11-27 15:21:39.155231
Average
Yes
Daily
Apartment
551
3,078
35
Male
46,575
Married
2
Bachelor's
Self-Employed
13.693887
Suburban
Premium
2
4
398
8
2019-12-20 15:21:39.204201
Average
Yes
Monthly
Apartment
728
3,079
45
Female
18,954
Single
1
PhD
Unemployed
25.377533
Suburban
Premium
1
9
562
9
2021-06-21 15:21:39.155231
Good
No
Monthly
Condo
1,174
3,080
53
Female
839
Single
null
Bachelor's
Unemployed
null
Rural
Premium
0
8
783
8
2022-03-18 15:21:39.257696
Poor
No
Rarely
House
1,135
3,081
57
Female
10,046
Divorced
3
High School
Unemployed
34.752887
Suburban
Premium
null
4
722
4
2022-05-31 15:21:39.237118
Poor
Yes
Rarely
Apartment
532
3,082
22
Female
50,826
Divorced
3
Bachelor's
Employed
12.816287
Rural
Basic
3
19
313
3
2023-06-17 15:21:39.155231
Average
No
Daily
House
461
3,083
45
Female
93,952
Divorced
0
High School
Unemployed
39.525907
Rural
Comprehensive
4
16
null
5
2020-10-20 15:21:39.273973
Average
No
Daily
Apartment
2,236
3,084
25
Male
39,425
Married
2
High School
null
20.322624
Suburban
Premium
null
17
699
3
2020-05-07 15:21:39.237118
Average
No
Rarely
Apartment
23
3,085
64
Female
8,056
Married
4
Master's
Self-Employed
null
Rural
Comprehensive
1
13
836
3
2023-03-17 15:21:39.237118
Good
Yes
Daily
House
1,242
3,086
40
Male
81,452
Single
null
PhD
Self-Employed
9.181315
Urban
Premium
0
9
493
5
2022-10-31 15:21:39.230483
Good
No
Rarely
House
2,892
3,087
62
Female
4,820
Single
3
High School
null
11.058962
Suburban
Premium
2
15
463
8
2023-11-13 15:21:39.134960
Poor
No
Rarely
Apartment
604
3,088
36
Male
28,280
Divorced
3
Master's
Self-Employed
41.723647
Rural
Basic
2
3
834
5
2022-06-11 15:21:39.107553
Average
Yes
Rarely
Condo
556
3,089
30
Female
143,552
Divorced
0
High School
Self-Employed
40.746465
Suburban
Premium
2
16
462
5
2019-10-18 15:21:39.144722
Average
Yes
Rarely
Condo
196
3,090
26
Male
16,082
Married
3
PhD
Self-Employed
30.469048
Rural
Basic
0
10
354
4
2022-08-30 15:21:39.237118
null
No
Rarely
House
581
3,091
37
Male
723
Divorced
1
Master's
null
49.172055
Rural
Comprehensive
0
3
468
5
2023-09-21 15:21:39.191219
Average
Yes
Rarely
Condo
554
3,092
51
Female
8,054
Divorced
2
Bachelor's
Unemployed
24.881634
Rural
Premium
null
5
719
7
2022-02-03 15:21:39.134960
Poor
Yes
Rarely
Apartment
546
3,093
42
Female
26,395
Married
1
Bachelor's
null
35.93558
Suburban
Basic
0
6
472
2
2023-07-16 15:21:39.170099
Poor
No
Rarely
House
956
3,094
53
Male
71,366
Married
4
PhD
Unemployed
42.980819
Rural
Premium
3
17
536
6
2020-01-09 15:21:39.288099
Good
Yes
Daily
House
2,422
3,095
48
Female
45,539
Single
3
PhD
null
40.990213
Rural
Comprehensive
1
13
636
6
2020-08-19 15:21:39.167099
Average
Yes
Weekly
House
590
3,096
62
Female
1,211
Divorced
0
Bachelor's
Employed
18.797923
Suburban
Basic
null
17
442
9
2023-10-02 15:21:39.237118
Poor
No
Daily
House
736
3,097
21
Female
28,982
Divorced
3
Master's
null
28.392879
Suburban
Basic
null
19
697
8
2020-04-10 15:21:39.148733
Poor
No
Weekly
Apartment
543
3,098
37
Male
5,534
Divorced
4
High School
null
27.084618
Rural
Basic
null
15
710
4
2022-06-13 15:21:39.155231
Average
Yes
Monthly
House
2,054
3,099
28
Male
10,981
Divorced
2
Master's
Self-Employed
10.898849
Urban
Basic
0
4
null
4
2023-05-18 15:21:39.081504
Poor
Yes
Monthly
House
1,021