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
47,000
20
Female
2,541
Single
4
High School
null
20.082095
Urban
Comprehensive
2
6
398
7
2023-05-05 15:21:39.193945
Poor
No
Rarely
Apartment
719
47,001
24
Female
38,884
Single
null
Master's
Self-Employed
30.038392
Suburban
Comprehensive
1
8
794
5
2022-03-08 15:21:39.134960
Good
Yes
Weekly
Apartment
2,369
47,002
39
Male
1,098
Married
2
Master's
null
39.946324
Urban
Basic
2
6
477
9
2023-04-06 15:21:39.155231
Poor
Yes
Rarely
Apartment
222
47,003
39
Male
23,984
Married
2
PhD
Self-Employed
40.881204
Rural
Basic
1
5
646
2
2023-08-09 15:21:39.118178
Poor
Yes
Rarely
Apartment
1,409
47,004
51
Female
57,589
Divorced
0
PhD
null
37.857239
Urban
Premium
2
13
679
2
2023-05-04 15:21:39.188220
Good
No
Monthly
House
4,207
47,005
64
Male
27,196
Married
1
High School
Self-Employed
13.449434
Urban
Basic
0
11
null
6
2022-05-09 15:21:39.264504
Average
No
Daily
Apartment
112
47,006
47
Female
3,859
Married
1
PhD
Self-Employed
18.50998
Urban
Comprehensive
0
4
437
7
2020-12-02 15:21:39.182597
Good
Yes
Rarely
Apartment
814
47,007
58
Male
5,723
Divorced
3
High School
Unemployed
18.849321
Urban
Premium
0
11
null
9
2020-09-23 15:21:39.236064
Good
No
Daily
Condo
1,403
47,008
19
Male
103,427
Single
0
High School
Employed
48.242389
Suburban
Premium
2
7
533
6
2019-08-26 15:21:39.193945
Good
Yes
Monthly
Condo
2,746
47,009
47
Female
1,134
Married
1
Bachelor's
Self-Employed
32.312414
Urban
Premium
0
4
704
3
2020-04-10 15:21:39.258696
Good
Yes
Weekly
Condo
2,421
47,010
39
Female
14,062
Divorced
2
PhD
null
18.17055
Rural
Comprehensive
0
18
571
4
2022-03-26 15:21:39.259788
Good
Yes
Daily
Apartment
381
47,011
22
Male
19,817
Married
3
High School
Unemployed
38.411765
Urban
Premium
1
7
513
1
2020-02-02 15:21:39.185215
Average
No
Rarely
Apartment
562
47,012
42
Male
20,229
Married
4
High School
null
22.180562
Rural
Basic
null
18
512
4
2020-02-06 15:21:39.119168
Poor
Yes
Monthly
Apartment
142
47,013
26
Male
136,761
Married
4
High School
Unemployed
10.611823
Rural
Comprehensive
2
2
694
9
2021-01-13 15:21:39.219432
Average
No
Weekly
House
2,155
47,014
38
Female
43,536
Divorced
1
High School
Self-Employed
42.245797
Urban
Premium
null
12
null
4
2021-10-19 15:21:39.155231
Average
Yes
Daily
Apartment
921
47,015
23
Female
15,641
Married
4
High School
Employed
27.391309
Rural
Basic
1
0
696
8
2020-02-06 15:21:39.130190
Good
No
Weekly
Condo
1,324
47,016
34
Female
104,498
Divorced
2
PhD
null
45.566562
Urban
Basic
2
3
596
6
2020-03-05 15:21:39.266452
Poor
Yes
Weekly
Apartment
117
47,017
20
Female
44,119
Divorced
3
PhD
Unemployed
13.362767
Suburban
Comprehensive
1
15
461
7
2023-06-26 15:21:39.217387
null
Yes
Daily
House
2,057
47,018
53
Female
1,692
Married
0
High School
Unemployed
25.085726
Rural
Premium
3
4
799
2
2019-10-12 15:21:39.217387
Poor
Yes
Rarely
Apartment
447
47,019
45
Female
25,665
Married
4
Bachelor's
Unemployed
25.058983
Rural
Basic
null
14
595
8
2020-03-02 15:21:39.144722
Poor
Yes
Daily
Condo
755
47,020
20
Female
3,664
Single
4
Master's
Self-Employed
33.881664
Suburban
Basic
1
6
486
6
2021-09-11 15:21:39.116179
Poor
Yes
Daily
Condo
533
47,021
42
Female
55,974
Divorced
null
High School
null
14.827043
Suburban
Premium
null
2
559
7
2020-05-10 15:21:39.219432
Good
Yes
Weekly
Apartment
90
47,022
44
Male
129,946
Married
4
Bachelor's
null
30.591079
Urban
Basic
0
13
548
8
2024-05-07 15:21:39.131192
null
No
Monthly
Apartment
391
47,023
61
Female
31,008
Divorced
1
Master's
null
34.794478
Suburban
Comprehensive
3
14
479
5
2020-07-10 15:21:39.237118
Good
Yes
Rarely
Apartment
1,181
47,024
36
Male
14,178
Single
1
PhD
Employed
51.869894
Suburban
Comprehensive
null
0
null
8
2022-11-22 15:21:39.182597
Average
No
Monthly
House
1,281
47,025
53
Male
13,892
Divorced
4
High School
Self-Employed
35.86544
Rural
Premium
0
18
null
5
2020-12-29 15:21:39.245086
Average
No
Weekly
Condo
25
47,026
46
Male
null
Single
0
Bachelor's
Unemployed
27.37012
Rural
Basic
null
18
519
9
2022-07-25 15:21:39.290098
Poor
No
Monthly
House
115
47,027
42
Female
15,507
Single
0
High School
Employed
20.824254
Urban
Premium
null
9
801
3
2021-11-11 15:21:39.155231
Poor
No
Weekly
Apartment
2,226
47,028
22
Female
16,082
Divorced
null
Master's
null
35.274425
Rural
Premium
0
19
732
4
2020-09-15 15:21:39.179186
Average
No
Rarely
Apartment
1,060
47,029
29
Female
56,438
Married
null
PhD
Self-Employed
15.865622
Rural
Basic
0
0
429
1
2022-08-18 15:21:39.090124
Poor
Yes
Daily
House
48
47,030
27
Male
62,465
Divorced
0
Master's
Self-Employed
45.459945
Suburban
Premium
0
4
369
7
2020-07-23 15:21:39.095696
Poor
No
Weekly
House
609
47,031
33
Male
64,847
Divorced
4
High School
null
6.41462
Rural
Comprehensive
5
5
412
6
2021-11-28 15:21:39.122134
Poor
No
Weekly
Apartment
551
47,032
28
Female
44,763
Married
0
PhD
Employed
16.53439
Rural
Basic
null
0
691
1
2022-07-17 15:21:39.177724
Good
No
Monthly
Condo
462
47,033
34
Male
143,366
Single
4
PhD
null
8.794571
Suburban
Comprehensive
1
17
null
4
2019-09-29 15:21:39.155231
Good
Yes
Daily
House
397
47,034
40
Female
40,695
Married
0
Bachelor's
null
43.913473
Rural
Comprehensive
2
3
null
9
2024-04-23 15:21:39.237118
Poor
No
Weekly
Condo
713
47,035
32
Female
8,189
Single
3
High School
Employed
26.543508
Suburban
Basic
null
6
474
1
2021-10-21 15:21:39.185215
Poor
No
Daily
House
192
47,036
40
Female
5,877
Married
null
PhD
Employed
27.184905
Suburban
Premium
1
1
444
2
2019-12-19 15:21:39.237118
Good
Yes
Rarely
House
574
47,037
23
Female
19,670
Married
4
High School
Unemployed
8.053298
Suburban
Premium
0
12
635
7
2024-07-15 15:21:39.134960
Poor
No
Daily
Apartment
857
47,038
47
Female
30,647
Divorced
3
Bachelor's
null
25.859428
Suburban
Comprehensive
1
8
765
9
2021-07-19 15:21:39.186212
Good
Yes
Monthly
Apartment
881
47,039
35
Female
1,612
Single
1
PhD
Self-Employed
31.293718
Urban
Comprehensive
null
4
null
7
2022-10-02 15:21:39.219432
null
Yes
Weekly
Condo
1,686
47,040
43
Male
10,147
Married
0
Bachelor's
Unemployed
40.074059
Urban
Premium
3
16
615
2
2020-05-29 15:21:39.155231
Poor
Yes
Rarely
Apartment
628
47,041
35
Female
27,229
Divorced
1
Bachelor's
Employed
null
Rural
Basic
1
13
518
4
2023-08-14 15:21:39.169102
Average
Yes
Weekly
House
646
47,042
37
Male
14,891
Married
3
PhD
Employed
25.824592
Rural
Comprehensive
2
9
662
1
2022-09-19 15:21:39.155231
Average
Yes
Rarely
House
722
47,043
62
Female
36,285
Single
4
PhD
Unemployed
30.065207
Rural
Comprehensive
2
7
535
8
2021-05-24 15:21:39.237118
Poor
Yes
Daily
House
1,363
47,044
28
Male
23,962
Single
2
PhD
Unemployed
14.827056
Suburban
Comprehensive
0
15
483
8
2023-10-01 15:21:39.154008
Average
No
Monthly
Condo
1,341
47,045
38
Female
34,307
Single
0
PhD
null
14.73216
Suburban
Comprehensive
1
15
652
3
2023-03-14 15:21:39.231531
Good
No
Daily
House
603
47,046
63
Male
728
Single
4
PhD
Unemployed
32.540945
Rural
Premium
1
1
376
8
2022-06-12 15:21:39.197445
Poor
No
Weekly
Apartment
832
47,047
35
Female
55,884
Divorced
1
PhD
Self-Employed
17.951751
Rural
Comprehensive
null
14
489
7
2020-03-11 15:21:39.263432
Average
No
Weekly
Apartment
23
47,048
34
Female
381
Married
2
High School
Self-Employed
18.979463
Urban
Premium
2
16
827
1
2022-10-03 15:21:39.252145
Average
No
Daily
Apartment
710
47,049
53
Male
20,062
Married
4
PhD
Self-Employed
10.859118
Urban
Basic
0
5
758
4
2021-04-03 15:21:39.152732
Good
No
Weekly
Condo
1,488
47,050
24
Female
29,095
Divorced
4
High School
null
19.41763
Suburban
Basic
null
2
678
7
2022-05-12 15:21:39.288099
Poor
Yes
Monthly
Condo
39
47,051
21
Male
1,037
Married
0
Master's
null
4.492698
Rural
Premium
2
19
718
6
2023-09-01 15:21:39.209847
Good
No
Daily
Apartment
442
47,052
43
Female
46,025
Divorced
null
High School
Employed
15.713656
Rural
Comprehensive
1
3
602
8
2022-05-16 15:21:39.111551
Good
No
Rarely
Apartment
3,318
47,053
19
Female
23,192
Divorced
2
High School
Unemployed
17.481312
Urban
Premium
2
6
587
6
2021-07-09 15:21:39.177724
Good
No
Monthly
Apartment
155
47,054
24
Female
111,912
Married
3
PhD
null
39.553943
Suburban
Premium
3
0
596
2
2024-05-23 15:21:39.198406
Average
Yes
Daily
Apartment
34
47,055
35
Female
16,489
Divorced
1
PhD
Self-Employed
5.046979
Rural
Premium
0
16
487
6
2022-06-11 15:21:39.214388
Average
No
Daily
House
1,088
47,056
32
Male
1,414
Single
1
Bachelor's
null
7.094522
Suburban
Premium
0
6
319
9
2023-03-10 15:21:39.172097
Average
Yes
Monthly
Condo
1,036
47,057
56
Female
28,199
Single
3
Master's
null
10.171879
Rural
Comprehensive
null
3
431
9
2023-01-27 15:21:39.109552
Average
Yes
Monthly
House
3,765
47,058
21
Female
null
Divorced
1
PhD
Unemployed
17.446834
Suburban
Basic
null
3
303
4
2023-02-28 15:21:39.084065
Poor
No
Rarely
Condo
2,376
47,059
35
Female
17,095
Divorced
1
Bachelor's
null
7.914259
Suburban
Premium
1
2
786
6
2024-04-26 15:21:39.237118
Average
No
Daily
Apartment
472
47,060
62
Female
12,438
Single
0
Bachelor's
Employed
12.71726
Rural
Basic
null
13
null
5
2023-06-04 15:21:39.081504
Average
Yes
Daily
Condo
1,307
47,061
56
Female
30,553
Married
2
Bachelor's
Self-Employed
9.941143
Rural
Basic
null
11
788
7
2022-11-14 15:21:39.205850
Average
No
Rarely
House
955
47,062
23
Male
6,361
Married
2
PhD
Unemployed
20.099027
Urban
Comprehensive
null
10
560
8
2024-02-08 15:21:39.129190
Average
Yes
Weekly
House
470
47,063
44
Male
null
Married
2
PhD
null
null
Rural
Premium
0
16
849
7
2021-04-08 15:21:39.134960
Poor
Yes
Weekly
Condo
150
47,064
49
Female
37,990
Married
1
PhD
Self-Employed
28.724213
Urban
Premium
2
3
618
3
2021-07-28 15:21:39.179186
Poor
No
Daily
Condo
369
47,065
34
Female
23,842
Divorced
4
Bachelor's
Self-Employed
12.837768
Suburban
Premium
1
19
707
1
2021-10-04 15:21:39.092127
Average
Yes
Weekly
Apartment
951
47,066
46
Female
70,737
Married
0
PhD
null
25.719145
Suburban
Premium
2
5
443
7
2024-02-25 15:21:39.134960
Average
No
Rarely
House
554
47,067
49
Male
77,916
Single
2
High School
Unemployed
50.868374
Rural
Comprehensive
2
6
577
1
2021-07-27 15:21:39.245086
Poor
No
Monthly
Apartment
30
47,068
64
Female
3,725
Divorced
1
PhD
Employed
29.812808
Urban
Premium
null
3
631
2
2022-01-15 15:21:39.134960
null
No
Daily
Condo
2,167
47,069
50
Female
48,921
Married
4
Bachelor's
Employed
36.691353
Urban
Comprehensive
0
18
473
9
2019-12-23 15:21:39.217387
Average
No
Rarely
House
2,174
47,070
53
Female
35,705
Married
2
PhD
Self-Employed
23.723889
Urban
Comprehensive
0
7
815
2
2021-07-21 15:21:39.223901
Poor
Yes
Monthly
Apartment
27
47,071
61
Male
92,724
Single
3
Bachelor's
null
15.067691
Rural
Basic
0
3
761
4
2021-04-24 15:21:39.280784
Average
No
Weekly
House
339
47,072
29
Female
16,096
Divorced
0
Master's
Employed
27.490746
Urban
Premium
1
17
729
5
2024-08-13 15:21:39.134960
Average
No
Rarely
House
1,396
47,073
43
Male
5,916
Single
1
Bachelor's
Unemployed
11.692368
Rural
Comprehensive
1
2
536
9
2020-06-11 15:21:39.134960
Average
Yes
Daily
House
1,373
47,074
63
Female
811
Single
4
High School
Self-Employed
17.846316
Rural
Basic
0
17
453
7
2024-05-11 15:21:39.251142
Poor
Yes
Daily
Condo
1,061
47,075
50
Male
16,082
Married
2
Master's
null
17.108424
Suburban
Basic
null
15
804
8
2019-11-02 15:21:39.196387
Average
No
Monthly
House
371
47,076
25
Female
53,890
Married
2
Master's
null
29.898407
Rural
Premium
null
12
476
5
2024-01-01 15:21:39.134960
Good
Yes
Weekly
Condo
101
47,077
34
Female
6,094
Married
0
Bachelor's
Self-Employed
17.283651
Suburban
Comprehensive
3
5
692
6
2024-04-02 15:21:39.090124
Average
No
Weekly
House
431
47,078
62
Male
10,850
Divorced
4
Bachelor's
null
10.71719
Urban
Basic
null
14
748
1
2023-07-24 15:21:39.171102
Good
Yes
Rarely
Apartment
466
47,079
41
Male
42,274
Married
0
Bachelor's
Self-Employed
10.590717
Urban
Basic
4
6
577
2
2021-04-15 15:21:39.086123
Average
No
Daily
Condo
857
47,080
24
Male
24,388
Single
4
High School
Unemployed
16.893033
Suburban
Comprehensive
2
2
609
4
2023-02-27 15:21:39.283783
Poor
Yes
Monthly
Condo
1,574
47,081
58
Male
14,073
Married
null
Bachelor's
Self-Employed
20.769433
Urban
Comprehensive
null
11
764
9
2023-12-14 15:21:39.177724
Average
No
Daily
Condo
456
47,082
26
Male
27,573
Married
4
High School
Self-Employed
4.22801
Suburban
Premium
null
10
822
9
2020-11-30 15:21:39.099739
Poor
No
Daily
Apartment
577
47,083
39
Female
2,864
Single
2
PhD
Self-Employed
44.23696
Suburban
Basic
0
16
532
9
2021-03-20 15:21:39.237118
Poor
Yes
Weekly
Condo
29
47,084
23
Female
51,462
Married
4
PhD
Unemployed
31.890814
Suburban
Basic
null
13
null
4
2020-11-05 15:21:39.237118
Average
Yes
Monthly
Condo
389
47,085
41
Male
6,097
Single
4
PhD
Employed
21.414852
Suburban
Comprehensive
0
7
358
2
2021-06-22 15:21:39.172097
Poor
Yes
Monthly
Condo
2,084
47,086
48
Female
59,093
Married
1
High School
null
7.689896
Rural
Comprehensive
1
15
314
4
2021-09-29 15:21:39.261856
Average
No
Monthly
Apartment
1,499
47,087
24
Female
43,825
Single
2
High School
Unemployed
7.716895
Urban
Comprehensive
2
19
491
6
2021-02-23 15:21:39.261856
Poor
No
Weekly
Apartment
111
47,088
43
Male
5,867
Divorced
2
High School
Self-Employed
37.073917
Rural
Comprehensive
1
15
771
9
2024-08-11 15:21:39.187211
null
Yes
Weekly
Condo
2,760
47,089
24
Male
71
Married
4
Bachelor's
Self-Employed
22.081248
Suburban
Premium
1
1
570
2
2023-07-02 15:21:39.276901
Good
Yes
Daily
Condo
1,194
47,090
45
Female
373
Single
1
PhD
Employed
26.797553
Suburban
Premium
null
17
321
5
2020-11-18 15:21:39.177724
Average
Yes
Monthly
House
2,772
47,091
40
Male
61,345
Single
0
PhD
null
39.869047
Urban
Basic
1
12
740
6
2023-10-16 15:21:39.187211
Good
No
Daily
Apartment
428
47,092
26
Male
33,177
Single
4
Master's
Unemployed
20.064695
Rural
Basic
2
18
467
4
2021-08-15 15:21:39.134960
Good
Yes
Monthly
Condo
893
47,093
24
Female
46,115
Single
3
High School
null
32.982035
Suburban
Comprehensive
0
12
556
3
2024-04-14 15:21:39.226954
null
No
Monthly
Apartment
2,972
47,094
37
Male
41,561
Divorced
null
High School
Employed
23.771034
Rural
Comprehensive
null
0
451
6
2020-01-19 15:21:39.222387
Poor
Yes
Daily
Apartment
1,084
47,095
47
Female
24,761
Divorced
2
Master's
null
14.948983
Suburban
Basic
1
1
751
3
2023-12-06 15:21:39.190215
Good
Yes
Rarely
Apartment
805
47,096
20
Female
3,045
Divorced
2
PhD
Unemployed
32.084289
Suburban
Premium
0
13
null
2
2024-07-20 15:21:39.134960
Good
Yes
Weekly
Condo
3,353
47,097
23
Female
2,464
Single
4
PhD
Unemployed
33.776923
Urban
Basic
2
13
506
2
2021-02-09 15:21:39.146733
Poor
No
Rarely
Apartment
2,162
47,098
38
Male
6,054
Married
1
PhD
Unemployed
31.681811
Rural
Comprehensive
null
5
806
6
2019-12-01 15:21:39.155231
Average
Yes
Monthly
Apartment
2,894
47,099
59
Male
30,600
Divorced
2
High School
null
20.984901
Rural
Comprehensive
null
4
687
4
2023-02-20 15:21:39.283783
Good
No
Weekly
Apartment
3,996