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
6,000
24
Female
1,344
Married
4
High School
Self-Employed
21.276659
Suburban
Comprehensive
null
9
744
7
2020-07-03 15:21:39.134960
Good
Yes
Daily
Apartment
2,851
6,001
64
Female
35,796
Married
3
PhD
Unemployed
14.368948
Suburban
Comprehensive
2
5
null
2
2024-05-26 15:21:39.168099
Poor
No
Rarely
House
2,359
6,002
53
Male
39,365
Married
null
Bachelor's
Employed
27.240599
Suburban
Premium
0
6
654
3
2021-10-06 15:21:39.095696
Poor
Yes
Rarely
Condo
1,494
6,003
22
Male
35,410
Divorced
1
PhD
Unemployed
9.824097
Suburban
Premium
1
18
751
3
2022-05-16 15:21:39.237118
Good
No
Daily
House
624
6,004
44
Male
30,103
Single
2
High School
null
14.826503
Urban
Comprehensive
0
11
526
5
2021-11-11 15:21:39.223390
null
No
Rarely
Apartment
452
6,005
27
Female
705
Married
3
PhD
null
34.838866
Suburban
Premium
2
12
null
3
2021-04-12 15:21:39.146733
Poor
Yes
Daily
Apartment
839
6,006
57
Male
82,854
Single
null
Master's
Employed
36.441623
Suburban
Premium
1
3
701
6
2021-03-17 15:21:39.173834
Good
Yes
Weekly
Condo
3,866
6,007
33
Female
75,869
Married
0
PhD
Employed
25.928561
Rural
Basic
null
5
614
8
2023-05-03 15:21:39.093681
Good
No
Monthly
House
331
6,008
18
Female
26,142
Married
2
Master's
Employed
28.051958
Suburban
Basic
2
6
657
4
2022-12-24 15:21:39.129190
null
No
Daily
Condo
607
6,009
50
Female
132,732
Divorced
1
Bachelor's
null
22.47122
Urban
Basic
2
8
738
2
2021-04-19 15:21:39.226954
null
No
Monthly
Apartment
934
6,010
44
Male
43,750
Divorced
2
PhD
Self-Employed
16.922348
Suburban
Comprehensive
null
13
590
4
2024-01-04 15:21:39.120168
Good
Yes
Rarely
House
466
6,011
45
Female
30,472
Married
1
PhD
null
13.746264
Urban
Premium
0
6
617
5
2023-06-28 15:21:39.176717
Poor
Yes
Daily
House
788
6,012
45
Female
10,897
Single
2
Bachelor's
Employed
6.788996
Suburban
Basic
2
13
null
8
2023-07-19 15:21:39.132191
Poor
No
Daily
Condo
509
6,013
62
Male
482
Married
1
PhD
Employed
6.094631
Rural
Basic
3
0
838
2
2021-04-13 15:21:39.172097
null
Yes
Rarely
Apartment
645
6,014
60
Male
78,850
Married
1
Bachelor's
null
23.481622
Urban
Premium
0
16
null
5
2021-07-11 15:21:39.201446
null
No
Weekly
House
101
6,015
24
Female
7,763
Divorced
1
PhD
null
21.818472
Rural
Basic
1
1
644
9
2020-11-03 15:21:39.205850
Average
Yes
Weekly
House
256
6,016
49
Male
909
Single
1
PhD
Self-Employed
11.011912
Rural
Comprehensive
0
0
463
3
2023-04-02 15:21:39.264504
Average
No
Rarely
Condo
586
6,017
38
Male
7,580
Divorced
1
PhD
null
9.701544
Rural
Basic
2
17
549
3
2021-01-01 15:21:39.257696
Poor
Yes
Weekly
House
4,020
6,018
53
Female
47,300
Single
0
Bachelor's
Self-Employed
49.990136
Rural
Premium
2
1
384
1
2023-01-06 15:21:39.219432
Poor
No
Daily
House
2,593
6,019
63
Female
34,803
Divorced
4
Bachelor's
null
null
Urban
Comprehensive
null
4
776
4
2022-07-24 15:21:39.175719
Poor
Yes
Rarely
Apartment
788
6,020
36
Female
79,936
Single
3
PhD
null
null
Urban
Premium
null
0
537
3
2024-08-10 15:21:39.132191
Good
No
Monthly
Condo
2,339
6,021
42
Male
16,094
Single
2
Bachelor's
Unemployed
19.051638
Rural
Basic
null
9
694
2
2023-12-30 15:21:39.149731
Average
No
Monthly
House
776
6,022
18
Female
4,813
Divorced
4
High School
Unemployed
39.835111
Suburban
Premium
0
17
null
3
2023-07-17 15:21:39.122134
Poor
No
Daily
Condo
3,472
6,023
18
Male
1,608
Divorced
null
Bachelor's
Employed
21.945671
Urban
Premium
null
10
449
4
2024-04-01 15:21:39.173834
Average
Yes
Daily
Condo
1,692
6,024
48
Male
75,987
Single
null
PhD
Unemployed
14.423534
Suburban
Premium
0
13
564
1
2019-09-04 15:21:39.155231
null
Yes
Monthly
House
35
6,025
36
Female
3,184
Divorced
null
PhD
Unemployed
29.394407
Urban
Comprehensive
0
18
null
4
2024-07-19 15:21:39.274993
Poor
No
Monthly
Apartment
401
6,026
62
Male
44,667
Married
3
High School
Unemployed
21.090341
Rural
Basic
2
5
576
7
2024-04-03 15:21:39.276901
Average
Yes
Daily
Condo
1,603
6,027
44
Female
26,211
Single
0
PhD
Self-Employed
11.756521
Urban
Premium
0
6
447
4
2021-01-13 15:21:39.092127
Poor
No
Monthly
Condo
1,668
6,028
41
Female
4,867
Divorced
3
PhD
Employed
null
Urban
Premium
1
6
523
1
2020-07-01 15:21:39.123711
Good
No
Weekly
Apartment
714
6,029
35
Male
7,053
Divorced
4
Bachelor's
Unemployed
36.567386
Rural
Premium
null
9
783
9
2019-10-22 15:21:39.155231
Good
No
Daily
Condo
678
6,030
18
Male
40,226
Divorced
3
High School
Unemployed
22.160774
Rural
Premium
0
14
703
8
2024-06-23 15:21:39.134960
null
Yes
Weekly
House
472
6,031
49
Male
26,659
Divorced
4
Bachelor's
Self-Employed
30.455577
Urban
Basic
3
14
727
5
2022-10-01 15:21:39.185215
Good
Yes
Rarely
Apartment
1,062
6,032
25
Male
9,063
Single
3
High School
Employed
28.673249
Suburban
Basic
1
11
477
4
2021-11-19 15:21:39.175719
Good
Yes
Weekly
Apartment
1,251
6,033
41
Male
82,413
Divorced
0
Bachelor's
null
10.94585
Rural
Basic
null
2
418
9
2021-03-09 15:21:39.270454
Poor
Yes
Weekly
Condo
831
6,034
52
Male
82,529
Divorced
4
PhD
null
3.084537
Rural
Basic
1
15
442
5
2021-09-07 15:21:39.268507
Good
Yes
Weekly
House
50
6,035
61
Female
6,891
Divorced
0
High School
Unemployed
26.836378
Urban
Premium
null
13
382
7
2020-05-03 15:21:39.108562
Good
Yes
Weekly
Condo
882
6,036
22
Female
1,344
Married
3
Master's
Employed
11.682923
Urban
Basic
1
10
485
7
2024-05-26 15:21:39.132191
Good
No
Weekly
Condo
1,117
6,037
21
Male
6,097
Divorced
4
Bachelor's
null
7.092796
Urban
Premium
null
3
514
8
2024-04-27 15:21:39.236064
Average
Yes
Daily
Condo
1,777
6,038
63
Female
12,069
Divorced
3
Master's
null
47.98438
Urban
Comprehensive
0
4
728
3
2021-09-11 15:21:39.190215
Average
Yes
Rarely
House
1,259
6,039
43
Female
811
Divorced
4
Bachelor's
null
32.024824
Urban
Comprehensive
null
2
689
9
2022-03-03 15:21:39.096739
Average
Yes
Daily
Condo
2,701
6,040
27
Male
124,948
Married
2
Bachelor's
Employed
10.302928
Rural
Comprehensive
null
13
462
8
2021-11-12 15:21:39.233485
null
No
Daily
House
991
6,041
32
Female
43,977
Single
2
High School
Employed
9.717705
Suburban
Premium
0
2
736
4
2023-06-27 15:21:39.134960
Average
No
Daily
Apartment
626
6,042
50
Female
2,633
Divorced
3
Bachelor's
null
20.885829
Rural
Comprehensive
2
4
836
6
2020-12-16 15:21:39.191219
Average
Yes
Daily
House
442
6,043
33
Male
29,892
Single
2
Master's
null
15.068356
Rural
Premium
3
4
635
3
2023-03-10 15:21:39.274993
Good
Yes
Daily
House
1,244
6,044
null
Female
34,456
Single
1
Bachelor's
Self-Employed
39.928251
Rural
Comprehensive
1
13
559
5
2020-08-10 15:21:39.107553
Poor
Yes
Daily
House
549
6,045
37
Male
24,987
Single
2
Bachelor's
null
37.69797
Suburban
Basic
null
16
642
6
2021-09-19 15:21:39.134960
Poor
Yes
Monthly
House
1,161
6,046
40
Female
1,233
Married
1
PhD
null
20.888417
Rural
Basic
3
13
615
7
2020-09-28 15:21:39.188220
Average
No
Monthly
Apartment
495
6,047
18
Male
null
Married
3
PhD
Unemployed
7.928118
Rural
Premium
1
2
433
6
2021-11-18 15:21:39.266452
Average
No
Monthly
House
1,473
6,048
41
Male
35,644
Single
2
Bachelor's
Employed
20.834988
Suburban
Basic
1
2
456
2
2020-10-03 15:21:39.194829
Poor
Yes
Rarely
House
498
6,049
63
Male
4,859
Married
4
Master's
null
36.086806
Urban
Premium
1
18
713
6
2022-02-22 15:21:39.126661
Poor
Yes
Rarely
House
2,482
6,050
18
Male
38,984
Single
1
PhD
Unemployed
11.918304
Urban
Premium
null
6
476
9
2019-11-12 15:21:39.276901
Average
Yes
Monthly
Condo
100
6,051
26
Female
25,166
Single
1
PhD
Unemployed
20.927086
Suburban
Basic
0
16
734
9
2020-04-28 15:21:39.134960
null
No
Rarely
Apartment
954
6,052
25
Male
15,984
Divorced
1
PhD
Employed
36.174618
Urban
Basic
0
16
null
5
2022-08-29 15:21:39.283783
Good
No
Monthly
House
997
6,053
47
Female
3,298
Single
2
High School
Self-Employed
7.944607
Suburban
Comprehensive
2
5
373
6
2022-03-16 15:21:39.278402
null
No
Rarely
Condo
825
6,054
33
Male
1,360
Single
2
Master's
Self-Employed
null
Suburban
Comprehensive
1
15
576
7
2024-07-26 15:21:39.155231
Average
Yes
Daily
House
27
6,055
53
Female
17,095
Married
1
Bachelor's
null
29.766145
Rural
Comprehensive
1
0
751
8
2024-04-20 15:21:39.235012
Average
No
Daily
House
2,578
6,056
48
Male
74,202
Divorced
4
Master's
null
24.73577
Urban
Premium
2
19
471
3
2024-06-24 15:21:39.220389
Poor
Yes
Monthly
Condo
2,871
6,057
58
Female
11,891
Married
2
High School
Employed
23.904211
Suburban
Premium
null
4
761
7
2020-09-29 15:21:39.177724
Average
Yes
Daily
House
1,204
6,058
53
Female
45,936
Married
2
PhD
Employed
24.937173
Urban
Comprehensive
null
11
690
5
2023-12-28 15:21:39.199447
Poor
No
Weekly
Apartment
667
6,059
56
Female
null
Single
1
Bachelor's
Unemployed
31.392172
Suburban
Premium
null
0
439
7
2020-10-02 15:21:39.134960
Average
Yes
Rarely
Apartment
388
6,060
38
Female
6,669
Single
1
PhD
Employed
34.165563
Urban
Premium
2
17
622
2
2023-05-31 15:21:39.124659
Poor
No
Rarely
Condo
304
6,061
null
Male
11,537
Married
2
Bachelor's
null
22.674537
Rural
Premium
null
2
554
6
2021-10-24 15:21:39.259788
Poor
Yes
Weekly
Condo
629
6,062
35
Female
565
Divorced
0
Bachelor's
null
36.266908
Urban
Comprehensive
0
1
486
3
2024-05-07 15:21:39.280784
Poor
No
Rarely
Condo
639
6,063
39
Female
121,478
Married
0
PhD
null
39.392547
Urban
Comprehensive
null
4
313
3
2020-01-05 15:21:39.194829
Average
No
Rarely
Condo
548
6,064
53
Female
16,649
Single
0
High School
Self-Employed
42.141331
Suburban
Comprehensive
0
12
642
6
2019-09-26 15:21:39.134960
Average
Yes
Monthly
House
461
6,065
36
Male
17,901
Divorced
3
Bachelor's
Employed
38.097522
Rural
Premium
null
8
307
3
2019-11-30 15:21:39.193945
Average
No
Weekly
Condo
919
6,066
25
Male
58,906
Married
4
High School
Self-Employed
11.813446
Suburban
Basic
2
19
590
7
2020-12-21 15:21:39.221386
Good
Yes
Rarely
House
2,555
6,067
29
Male
5,871
Divorced
4
PhD
Employed
23.818192
Urban
Basic
4
11
618
2
2021-08-25 15:21:39.107553
Poor
Yes
Monthly
Condo
2,156
6,068
48
Male
4,261
Married
4
High School
Self-Employed
35.964436
Urban
Premium
2
17
528
4
2021-09-11 15:21:39.237118
Average
No
Rarely
Condo
31
6,069
28
Female
6,462
Divorced
null
Bachelor's
Self-Employed
45.1817
Rural
Premium
1
17
586
2
2020-06-18 15:21:39.204790
Average
No
Weekly
Condo
1,353
6,070
49
Male
104,981
Single
3
Master's
Employed
21.520926
Suburban
Basic
1
1
352
7
2020-07-24 15:21:39.261856
Average
Yes
Monthly
House
1,701
6,071
59
Female
5,837
Married
null
Master's
Self-Employed
14.958408
Urban
Comprehensive
null
11
705
5
2023-10-13 15:21:39.223901
Poor
Yes
Rarely
House
975
6,072
64
Male
null
Married
1
High School
Employed
13.837493
Rural
Premium
null
17
526
9
2021-06-29 15:21:39.283783
Good
No
Daily
Apartment
219
6,073
57
Male
null
Married
null
PhD
Self-Employed
32.587005
Urban
Basic
0
18
null
9
2020-06-05 15:21:39.235012
null
Yes
Weekly
House
2,898
6,074
55
Female
27,111
Divorced
2
PhD
Self-Employed
20.566226
Suburban
Basic
1
18
673
1
2020-08-04 15:21:39.204790
Average
No
Monthly
Condo
642
6,075
34
Female
29,449
Divorced
2
Bachelor's
Employed
6.788646
Suburban
Comprehensive
0
3
311
1
2019-08-29 15:21:39.144722
Poor
No
Daily
Condo
481
6,076
57
Male
8,079
Single
null
PhD
Employed
36.59393
Rural
Basic
null
5
837
1
2020-03-17 15:21:39.094752
Poor
No
Rarely
House
977
6,077
44
Female
149,044
Single
0
High School
Self-Employed
27.087286
Rural
Comprehensive
0
8
370
1
2020-11-09 15:21:39.085129
Poor
Yes
Monthly
Apartment
1,990
6,078
54
Female
null
Single
2
PhD
Self-Employed
33.383791
Suburban
Basic
0
12
676
1
2023-03-03 15:21:39.134960
Poor
No
Rarely
House
136
6,079
55
Male
102,398
Married
2
PhD
null
7.280143
Suburban
Premium
1
14
459
6
2021-09-06 15:21:39.237118
Poor
Yes
Daily
Apartment
2,386
6,080
18
Male
5,949
Married
3
Master's
null
8.868333
Rural
Premium
null
15
837
6
2022-12-27 15:21:39.152732
null
No
Rarely
Apartment
618
6,081
57
Female
31,725
Single
2
High School
Self-Employed
24.893567
Suburban
Basic
0
18
848
7
2024-06-07 15:21:39.134960
Good
Yes
Monthly
Condo
553
6,082
31
Male
14,962
Married
0
PhD
Unemployed
18.570345
Rural
Comprehensive
null
6
676
1
2024-06-17 15:21:39.250151
Average
Yes
Weekly
Apartment
718
6,083
58
Female
97,793
Married
0
Bachelor's
Unemployed
46.788663
Suburban
Comprehensive
2
17
751
6
2023-10-20 15:21:39.165120
Good
No
Weekly
Apartment
2,474
6,084
23
Female
3,534
Divorced
1
Master's
Self-Employed
12.523716
Urban
Premium
1
4
372
4
2022-08-30 15:21:39.188220
Poor
No
Monthly
Apartment
1,334
6,085
50
Male
26,395
Divorced
2
PhD
null
10.818274
Rural
Comprehensive
null
6
684
2
2023-04-22 15:21:39.126661
Poor
No
Daily
Condo
2,752
6,086
25
Female
3,182
Single
0
High School
Self-Employed
50.363259
Urban
Basic
0
7
394
3
2022-08-29 15:21:39.168099
Average
Yes
Weekly
House
105
6,087
38
Male
8,881
Divorced
2
PhD
Unemployed
29.533824
Suburban
Comprehensive
0
14
641
4
2021-09-01 15:21:39.081504
null
Yes
Rarely
Apartment
635
6,088
33
Female
4,420
Single
null
High School
Employed
6.865669
Rural
Basic
null
5
372
2
2022-01-14 15:21:39.215386
Average
No
Daily
Apartment
29
6,089
26
Female
11,736
Married
0
PhD
null
32.377066
Rural
Basic
null
19
579
9
2023-09-23 15:21:39.155231
Poor
No
Daily
Apartment
1,483
6,090
53
Male
142,569
Married
3
Master's
Employed
48.573921
Suburban
Premium
null
2
351
6
2022-11-17 15:21:39.270454
Average
Yes
Daily
Condo
136
6,091
51
Male
96,609
Married
4
High School
null
50.278834
Rural
Premium
null
6
532
3
2022-10-04 15:21:39.155231
Poor
No
Daily
Apartment
2,411
6,092
35
Male
null
Married
2
High School
null
26.935332
Urban
Basic
3
0
737
8
2021-07-13 15:21:39.259788
Good
Yes
Weekly
House
2,136
6,093
38
Female
8,056
Divorced
3
High School
Employed
6.611588
Urban
Comprehensive
1
4
null
7
2022-03-06 15:21:39.148733
Poor
Yes
Rarely
Apartment
1,099
6,094
33
Male
24,892
Single
3
Bachelor's
Unemployed
13.858403
Rural
Comprehensive
2
8
null
4
2020-03-16 15:21:39.134960
Average
No
Monthly
Condo
1,208
6,095
43
Male
1,266
Single
1
Bachelor's
Employed
36.966904
Suburban
Basic
0
2
null
2
2022-08-24 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,056
6,096
62
Male
2,778
Divorced
null
PhD
Self-Employed
33.235535
Suburban
Comprehensive
4
19
559
6
2022-11-29 15:21:39.170099
Good
No
Weekly
Apartment
1,604
6,097
63
Male
17,095
Married
1
Bachelor's
Self-Employed
38.837392
Suburban
Basic
null
16
562
2
2023-08-25 15:21:39.090124
Good
No
Weekly
Apartment
563
6,098
27
Female
43,835
Single
1
PhD
Employed
47.504434
Urban
Basic
1
3
586
5
2020-02-29 15:21:39.173834
Good
Yes
Daily
Condo
677
6,099
29
Female
20,290
Married
0
High School
null
4.393048
Suburban
Premium
null
8
790
2
2021-05-19 15:21:39.134960
Poor
No
Daily
House
3,935