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
1,189,000
30
Female
63,674
Divorced
null
Bachelor's
Self-Employed
24.539762
Rural
Basic
1
8
472
8
2023-09-28 15:21:39.173834
Poor
Yes
Weekly
Apartment
2,596
1,189,001
35
Male
2,415
Divorced
1
Bachelor's
null
25.979223
Urban
Comprehensive
null
18
663
5
2020-01-25 15:21:39.095696
Poor
Yes
Daily
Condo
27
1,189,002
33
Male
14,054
Divorced
3
Bachelor's
Self-Employed
25.801775
Urban
Comprehensive
1
11
692
4
2023-03-19 15:21:39.283783
Average
Yes
Rarely
House
526
1,189,003
27
Female
38,343
Divorced
0
Bachelor's
Employed
46.997771
Urban
Comprehensive
1
15
null
4
2022-11-12 15:21:39.237118
Poor
No
Rarely
Condo
2,144
1,189,004
36
Male
2,882
Divorced
2
Bachelor's
null
15.727629
Urban
Comprehensive
2
9
830
2
2023-08-28 15:21:39.281787
Average
Yes
Daily
Condo
1,552
1,189,005
30
Female
93,943
Married
1
Master's
Self-Employed
51.828162
Suburban
Premium
0
4
607
6
2023-07-19 15:21:39.134960
Good
No
Monthly
Condo
543
1,189,006
46
Male
5,095
Divorced
1
Bachelor's
Employed
17.957224
Rural
Basic
null
14
697
3
2020-11-10 15:21:39.134960
Average
Yes
Rarely
Apartment
2,136
1,189,007
43
Female
72,074
Single
1
Master's
Employed
43.99559
Suburban
Premium
null
3
655
2
2023-09-24 15:21:39.105504
Poor
No
Rarely
Apartment
3,983
1,189,008
56
Female
37,486
Divorced
2
Master's
Unemployed
32.18593
Rural
Basic
2
10
637
5
2023-11-30 15:21:39.155231
Good
No
Daily
House
1,762
1,189,009
47
Male
43,713
Single
1
High School
Unemployed
null
Urban
Premium
3
13
665
7
2021-07-07 15:21:39.092127
Good
Yes
Monthly
Apartment
959
1,189,010
45
Male
7,876
Single
2
Master's
Self-Employed
17.950015
Urban
Comprehensive
0
7
491
6
2020-02-29 15:21:39.134960
Average
No
Daily
House
1,645
1,189,011
55
Female
70,897
Married
0
Bachelor's
Employed
16.296023
Suburban
Comprehensive
0
8
733
9
2019-10-29 15:21:39.081504
null
No
Rarely
Apartment
231
1,189,012
40
Male
14,081
Divorced
2
High School
null
43.159916
Suburban
Premium
1
18
729
4
2023-11-22 15:21:39.215386
Average
Yes
Monthly
Apartment
1,724
1,189,013
49
Male
44,613
Single
0
PhD
Unemployed
12.47493
Rural
Basic
null
5
848
3
2023-09-09 15:21:39.134960
Good
No
Daily
House
883
1,189,014
53
Female
27,988
Married
1
Master's
Self-Employed
17.094409
Rural
Basic
1
13
718
8
2022-05-28 15:21:39.155231
Average
No
Rarely
House
670
1,189,015
37
Female
34,125
Single
0
PhD
Employed
7.923171
Urban
Comprehensive
null
1
553
4
2022-03-26 15:21:39.168099
Good
No
Weekly
Apartment
835
1,189,016
47
Male
904
Single
2
PhD
Employed
34.068743
Rural
Premium
1
5
null
2
2023-01-14 15:21:39.134960
Poor
No
Monthly
House
2,666
1,189,017
23
Male
838
Single
3
PhD
null
13.651528
Urban
Premium
2
14
576
8
2022-11-25 15:21:39.134960
Average
Yes
Monthly
Apartment
2,392
1,189,018
43
Male
23,791
Divorced
2
High School
Self-Employed
9.753386
Rural
Premium
1
17
681
2
2022-08-15 15:21:39.144722
Average
No
Rarely
Condo
492
1,189,019
34
Female
18,031
Married
2
Bachelor's
Self-Employed
18.35649
Urban
Comprehensive
null
9
592
3
2022-11-22 15:21:39.260856
Good
Yes
Weekly
Condo
1,762
1,189,020
24
Female
44,937
Divorced
1
High School
Self-Employed
39.908157
Suburban
Premium
1
0
736
9
2022-08-01 15:21:39.221386
Poor
Yes
Weekly
Apartment
466
1,189,021
44
Female
3,631
Single
2
PhD
Unemployed
13.355214
Suburban
Comprehensive
2
11
679
6
2021-04-12 15:21:39.194829
Good
Yes
Rarely
Condo
1,051
1,189,022
22
Male
17,566
Single
2
Bachelor's
Unemployed
40.441346
Suburban
Comprehensive
1
0
676
6
2023-12-08 15:21:39.283783
Good
Yes
Rarely
Apartment
111
1,189,023
63
Male
45,906
Single
3
Master's
Self-Employed
15.738353
Urban
Basic
null
8
711
7
2022-05-28 15:21:39.288099
Good
Yes
Daily
House
846
1,189,024
59
Female
10,618
Single
3
Bachelor's
Self-Employed
22.871016
Rural
Premium
0
11
827
6
2020-01-11 15:21:39.082499
Good
Yes
Weekly
Apartment
993
1,189,025
59
Female
62,660
Divorced
2
Master's
Unemployed
47.854817
Suburban
Comprehensive
null
2
697
1
2023-04-11 15:21:39.190215
Average
Yes
Monthly
Apartment
49
1,189,026
null
Female
13,279
Divorced
4
High School
Unemployed
30.939692
Urban
Basic
1
1
692
2
2024-05-19 15:21:39.226954
Poor
No
Monthly
House
1,480
1,189,027
28
Female
3,637
Single
0
Master's
Self-Employed
42.222017
Rural
Premium
2
15
null
1
2021-06-04 15:21:39.095696
Good
Yes
Rarely
House
1,353
1,189,028
30
Female
17,184
Single
2
PhD
Self-Employed
34.406465
Suburban
Comprehensive
0
8
779
8
2019-08-29 15:21:39.134960
Poor
Yes
Monthly
House
141
1,189,029
59
Male
25,672
Divorced
null
Master's
Self-Employed
4.142886
Rural
Comprehensive
null
14
739
4
2022-03-30 15:21:39.126661
Good
Yes
Weekly
Condo
676
1,189,030
61
Male
35,475
Married
3
Master's
Self-Employed
20.536617
Urban
Comprehensive
1
15
null
6
2020-02-03 15:21:39.235012
Average
Yes
Monthly
Condo
1,405
1,189,031
48
Male
4,926
Married
3
PhD
null
45.748528
Urban
Premium
null
0
493
1
2019-08-21 15:21:39.150730
Average
Yes
Weekly
House
688
1,189,032
29
Female
734
Single
0
PhD
Unemployed
38.848107
Suburban
Comprehensive
2
7
761
8
2023-08-18 15:21:39.237118
Poor
Yes
Rarely
Apartment
2,073
1,189,033
54
Male
63,847
Married
4
Bachelor's
Unemployed
11.908989
Urban
Premium
null
8
407
6
2021-04-29 15:21:39.144722
null
No
Daily
Condo
1,026
1,189,034
22
Female
60,565
Single
2
High School
null
7.936391
Urban
Basic
null
1
843
5
2024-05-14 15:21:39.182597
Poor
Yes
Weekly
House
394
1,189,035
35
Male
17,140
Married
3
PhD
null
37.054126
Urban
Premium
null
14
699
1
2021-11-12 15:21:39.270454
Average
Yes
Daily
Condo
2,364
1,189,036
49
Male
754
Divorced
1
Bachelor's
null
23.965504
Suburban
Basic
1
11
802
7
2020-05-07 15:21:39.197445
Average
Yes
Daily
House
3,413
1,189,037
30
Male
15,897
Single
0
Master's
Employed
22.038413
Rural
Basic
0
3
null
1
2021-03-10 15:21:39.111551
Poor
Yes
Monthly
House
1,152
1,189,038
45
Male
104,728
Divorced
3
PhD
Self-Employed
40.824573
Rural
Basic
1
11
455
6
2020-12-04 15:21:39.179186
Average
Yes
Daily
House
2,881
1,189,039
59
Female
56,089
Divorced
0
High School
Unemployed
36.823497
Rural
Comprehensive
0
10
339
4
2021-02-19 15:21:39.172097
Average
Yes
Weekly
House
1,444
1,189,040
27
Male
24,791
Divorced
2
High School
Employed
35.247929
Urban
Premium
1
11
434
7
2021-01-02 15:21:39.248098
Poor
No
Weekly
Apartment
1,553
1,189,041
26
Male
43,362
Married
3
High School
Self-Employed
6.764679
Rural
Basic
1
4
652
2
2020-12-11 15:21:39.082499
Average
Yes
Weekly
House
615
1,189,042
20
Male
32,727
Single
4
Bachelor's
null
21.907742
Rural
Premium
null
6
743
2
2022-12-06 15:21:39.148733
Poor
Yes
Monthly
Apartment
327
1,189,043
21
Female
14,053
Single
0
Bachelor's
Employed
19.359861
Suburban
Basic
null
7
722
6
2020-04-19 15:21:39.134960
Poor
Yes
Daily
Condo
893
1,189,044
20
Female
76,542
Married
3
PhD
Self-Employed
14.965335
Suburban
Comprehensive
null
18
563
6
2021-11-07 15:21:39.261856
Good
Yes
Weekly
House
110
1,189,045
21
Female
39,042
Married
4
Bachelor's
null
21.638687
Urban
Comprehensive
2
19
613
5
2022-07-15 15:21:39.274993
Good
No
Rarely
House
879
1,189,046
45
Female
5,560
Married
4
Master's
Unemployed
21.715391
Urban
Premium
1
8
671
1
2023-05-26 15:21:39.102694
Good
Yes
Monthly
Apartment
1,090
1,189,047
51
Female
6,801
Married
0
Master's
Self-Employed
12.849493
Rural
Comprehensive
null
9
445
2
2024-03-05 15:21:39.264504
Good
No
Monthly
Apartment
494
1,189,048
29
Female
3,713
Married
0
High School
null
25.813544
Suburban
Premium
0
15
373
2
2022-08-09 15:21:39.274993
Average
Yes
Rarely
Condo
542
1,189,049
39
Female
143,322
Single
3
Bachelor's
null
24.121258
Suburban
Premium
0
5
null
4
2021-05-12 15:21:39.191219
null
Yes
Rarely
House
48
1,189,050
34
Female
18,051
Married
3
PhD
Self-Employed
6.928334
Urban
Basic
null
10
468
6
2020-04-06 15:21:39.271453
Average
No
Daily
Apartment
1,101
1,189,051
38
Male
5,768
Single
3
Bachelor's
Employed
19.764282
Rural
Basic
1
15
638
2
2022-06-06 15:21:39.148733
Good
Yes
Weekly
House
1,221
1,189,052
50
Male
53,451
Single
1
PhD
Unemployed
35.824543
Urban
Comprehensive
null
10
682
8
2020-06-12 15:21:39.187211
Good
No
Daily
House
99
1,189,053
38
Female
28,280
null
1
Bachelor's
Unemployed
12.29742
Urban
Premium
0
8
545
5
2023-09-11 15:21:39.224915
Good
Yes
Daily
House
933
1,189,054
36
Male
10,047
Single
3
PhD
Employed
8.078506
Suburban
Comprehensive
1
2
783
9
2020-04-11 15:21:39.271453
Poor
No
Weekly
House
381
1,189,055
29
Female
141,514
Divorced
2
PhD
null
34.926558
Rural
Comprehensive
0
18
427
7
2023-11-05 15:21:39.150730
Good
Yes
Weekly
Condo
1,139
1,189,056
64
Female
79,214
Married
0
Master's
Self-Employed
17.268734
Rural
Premium
null
18
null
5
2021-12-08 15:21:39.092127
null
Yes
Rarely
House
299
1,189,057
35
Male
523
Divorced
2
High School
Unemployed
16.171736
Rural
Basic
2
7
722
7
2022-10-08 15:21:39.202448
Good
Yes
Weekly
Apartment
1,224
1,189,058
18
Female
43,820
Married
4
Master's
Self-Employed
24.719005
Suburban
Basic
1
7
834
6
2022-06-30 15:21:39.089116
Good
No
Rarely
Apartment
1,526
1,189,059
47
Female
38,133
Married
1
Bachelor's
Unemployed
null
Suburban
Comprehensive
0
15
null
9
2021-08-28 15:21:39.096739
Average
Yes
Weekly
Apartment
705
1,189,060
50
Female
2,732
Single
0
High School
null
37.82735
Rural
Premium
null
2
704
6
2023-06-04 15:21:39.192212
Good
No
Monthly
Apartment
2,828
1,189,061
38
Female
18,472
Married
1
PhD
Self-Employed
20.72366
Rural
Premium
0
12
613
4
2023-10-11 15:21:39.092127
null
Yes
Rarely
Apartment
673
1,189,062
37
Female
17,140
Divorced
3
PhD
Employed
33.755875
Urban
Premium
null
6
815
9
2024-04-23 15:21:39.188220
Good
No
Rarely
House
3,180
1,189,063
29
Female
45,464
Married
0
Master's
null
14.316765
Rural
Comprehensive
1
9
562
4
2021-08-10 15:21:39.267454
Good
No
Monthly
Apartment
94
1,189,064
25
Male
7,894
Single
0
PhD
Self-Employed
14.247326
Urban
Basic
null
8
null
9
2020-04-10 15:21:39.180553
Good
No
Rarely
Apartment
1,740
1,189,065
47
Male
4,825
Married
2
Master's
null
9.735806
Urban
Premium
null
13
677
8
2022-08-27 15:21:39.177724
Average
Yes
Daily
House
3,399
1,189,066
63
Male
38,066
Divorced
2
Master's
Unemployed
43.353075
Rural
Basic
null
12
517
1
2023-01-23 15:21:39.165120
Good
No
Weekly
Apartment
550
1,189,067
64
Male
2,314
Single
1
Bachelor's
Employed
30.73772
Urban
Comprehensive
1
12
795
5
2024-01-19 15:21:39.208842
null
No
Monthly
Condo
1,881
1,189,068
45
Female
8,966
Married
2
High School
Employed
17.547175
Urban
Basic
null
12
806
3
2021-12-11 15:21:39.197445
Good
Yes
Monthly
Condo
1,201
1,189,069
25
Female
96,824
Divorced
1
Bachelor's
Employed
19.857132
Suburban
Basic
null
17
352
2
2021-06-04 15:21:39.099739
Good
No
Daily
Apartment
2,210
1,189,070
54
Female
65,690
Divorced
3
Bachelor's
null
21.099229
Rural
Premium
0
12
695
8
2020-11-27 15:21:39.115178
Poor
Yes
Daily
Apartment
245
1,189,071
51
Female
40,802
Married
3
Bachelor's
Employed
26.849186
Suburban
Comprehensive
1
12
null
6
2022-10-18 15:21:39.146733
Good
Yes
Weekly
House
733
1,189,072
59
Female
923
Single
2
PhD
Employed
3.299994
Urban
Comprehensive
2
6
739
5
2021-12-08 15:21:39.098696
Good
Yes
Rarely
House
562
1,189,073
31
Female
5,072
Single
1
Bachelor's
Employed
33.474701
Urban
Basic
null
12
687
2
2022-05-11 15:21:39.134960
Poor
Yes
Daily
House
921
1,189,074
56
Female
23,897
Divorced
1
PhD
Employed
10.836884
Urban
Comprehensive
null
5
521
4
2019-12-16 15:21:39.287115
Good
Yes
Weekly
Apartment
1,672
1,189,075
59
Male
914
Divorced
1
Bachelor's
null
null
Rural
Basic
1
5
543
5
2021-12-05 15:21:39.134960
Poor
Yes
Weekly
House
1,063
1,189,076
50
Male
20,695
Divorced
1
Bachelor's
null
12.271614
Rural
Basic
1
7
649
3
2021-04-28 15:21:39.079128
Average
No
Rarely
Apartment
1,156
1,189,077
36
Female
23,862
Single
4
Bachelor's
null
18.128525
Rural
Basic
1
8
667
4
2021-02-10 15:21:39.194829
Poor
No
Monthly
House
618
1,189,078
55
Male
4,025
Married
3
High School
Self-Employed
21.077965
Rural
Basic
1
17
756
8
2022-12-08 15:21:39.192212
Average
Yes
Rarely
Condo
30
1,189,079
56
Female
25,574
Single
3
PhD
Unemployed
18.915914
Suburban
Basic
0
8
339
6
2023-03-12 15:21:39.079128
Poor
No
Weekly
Condo
1,297
1,189,080
55
Female
21,438
Divorced
2
High School
null
25.611595
Rural
Basic
null
12
626
7
2020-10-19 15:21:39.148733
Good
Yes
Monthly
Condo
1,427
1,189,081
23
Female
20,231
Married
1
PhD
Self-Employed
29.923733
Rural
Comprehensive
0
9
658
1
2021-11-28 15:21:39.143708
Poor
Yes
Daily
Apartment
823
1,189,082
25
Female
34,376
Divorced
null
Master's
null
22.854193
Urban
Premium
null
3
815
1
2019-12-06 15:21:39.124659
Good
Yes
Weekly
Apartment
344
1,189,083
45
Female
3,546
Divorced
0
PhD
null
46.659827
Urban
Comprehensive
0
12
685
3
2019-11-16 15:21:39.146733
Good
No
Weekly
Condo
546
1,189,084
57
Male
7,872
Single
2
Master's
null
9.749448
Urban
Comprehensive
null
14
null
8
2020-06-04 15:21:39.107553
Poor
Yes
Rarely
House
803
1,189,085
47
Male
1,003
Single
2
Master's
Employed
13.813841
Suburban
Comprehensive
1
3
400
6
2022-02-02 15:21:39.134960
null
No
Weekly
House
749
1,189,086
36
Female
27,349
Single
3
Master's
Self-Employed
32.292346
Rural
Comprehensive
1
8
381
6
2021-06-21 15:21:39.089116
Average
No
Monthly
House
489
1,189,087
43
Female
10,049
Divorced
0
Master's
null
24.737922
Urban
Comprehensive
2
2
637
3
2019-12-17 15:21:39.134960
Average
Yes
Rarely
Apartment
447
1,189,088
46
Female
4,739
Single
1
PhD
Self-Employed
43.690908
Urban
Basic
0
18
655
8
2022-05-03 15:21:39.229482
Good
No
Weekly
Condo
1,836
1,189,089
43
Female
313
Married
2
Bachelor's
Self-Employed
21.598891
Rural
Basic
1
2
780
8
2022-11-24 15:21:39.218388
null
Yes
Daily
Apartment
65
1,189,090
59
Female
54,036
Married
null
Master's
Self-Employed
43.764267
Rural
Basic
1
18
356
7
2024-02-06 15:21:39.155231
null
Yes
Rarely
Condo
379
1,189,091
24
Female
6,479
Married
4
Master's
Self-Employed
34.457215
Rural
Premium
null
17
755
9
2022-08-23 15:21:39.170099
Average
No
Monthly
House
87
1,189,092
53
Male
24,182
Married
3
PhD
Employed
16.087079
Suburban
Premium
0
1
830
4
2023-04-27 15:21:39.134960
Average
Yes
Monthly
Condo
1,406
1,189,093
23
Male
725
Single
3
PhD
Employed
null
Suburban
Basic
2
13
766
3
2023-06-19 15:21:39.154008
Good
Yes
Rarely
House
912
1,189,094
31
Female
1,911
Married
3
Master's
null
12.734191
Rural
Basic
1
17
486
9
2023-10-14 15:21:39.123711
Good
No
Rarely
Apartment
1,568
1,189,095
48
Female
47,854
Single
3
High School
null
15.788663
Suburban
Comprehensive
null
11
432
8
2023-06-25 15:21:39.194829
Average
Yes
Daily
Apartment
1,220
1,189,096
null
Male
3,528
Single
1
Master's
null
19.723177
Rural
Premium
null
13
785
4
2022-07-17 15:21:39.274993
Average
No
Rarely
Apartment
3,452
1,189,097
54
Female
3,276
Single
3
PhD
Unemployed
43.771185
Rural
Comprehensive
1
15
492
5
2021-01-29 15:21:39.279729
Good
No
Daily
House
2,468
1,189,098
40
Male
6,344
Single
4
High School
null
25.582546
Urban
Premium
null
17
643
7
2022-11-05 15:21:39.095696
Poor
No
Daily
Apartment
63
1,189,099
18
Male
4,822
Married
1
High School
null
8.876165
Rural
Basic
2
14
393
3
2020-10-25 15:21:39.244069
Poor
No
Weekly
House
1,559