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
1,161,000
33
Female
12,791
Divorced
1
High School
Unemployed
15.82661
Rural
Premium
2
17
null
2
2022-07-10 15:21:39.261856
Poor
No
Weekly
House
874
1,161,001
58
Male
19,114
Divorced
0
High School
null
23.62281
Urban
Comprehensive
1
11
null
7
2021-10-14 15:21:39.271453
Good
No
Daily
Apartment
582
1,161,002
54
Female
39,766
Divorced
1
PhD
Unemployed
46.332464
Rural
Basic
0
3
548
6
2020-09-10 15:21:39.286113
Good
No
Weekly
House
1,859
1,161,003
38
Male
18,041
Married
3
PhD
Self-Employed
33.847637
Urban
Premium
2
11
677
1
2022-09-21 15:21:39.273973
Poor
No
Weekly
Condo
1,163
1,161,004
64
Male
12,058
Married
4
Bachelor's
null
45.256748
Rural
Premium
null
8
491
8
2021-11-01 15:21:39.237118
Good
No
Rarely
House
706
1,161,005
47
Female
81,784
Married
0
PhD
Employed
34.696419
Rural
Comprehensive
null
12
797
1
2021-04-17 15:21:39.248098
Poor
No
Weekly
House
48
1,161,006
58
Male
94,244
Married
1
Master's
Employed
41.612537
Rural
Basic
1
17
792
1
2019-08-22 15:21:39.237118
Good
Yes
Weekly
Condo
240
1,161,007
36
Male
82,528
Married
4
Bachelor's
null
30.938164
Suburban
Premium
0
5
307
8
2020-01-24 15:21:39.233998
Good
Yes
Daily
House
326
1,161,008
40
Male
2,879
Divorced
4
Bachelor's
Employed
39.637803
Rural
Premium
0
4
489
8
2024-05-31 15:21:39.283783
Poor
Yes
Weekly
Condo
1,404
1,161,009
51
Female
120,134
Married
4
Bachelor's
Self-Employed
34.620047
Urban
Basic
0
12
479
9
2022-09-13 15:21:39.094752
Good
No
Monthly
Apartment
232
1,161,010
28
Male
67,017
Married
null
Master's
null
8.486653
Rural
Comprehensive
0
10
393
7
2021-01-25 15:21:39.237118
Good
No
Daily
Apartment
1,544
1,161,011
25
Male
28,950
Divorced
2
PhD
null
19.079393
Suburban
Premium
null
5
659
8
2021-10-25 15:21:39.119168
Good
No
Rarely
House
1,136
1,161,012
40
Female
18,794
Married
2
Master's
Unemployed
31.98675
Urban
Premium
0
17
727
3
2023-04-22 15:21:39.232526
Poor
Yes
Rarely
Condo
662
1,161,013
56
Female
18,671
Single
2
PhD
Self-Employed
31.809626
Suburban
Basic
null
13
517
5
2021-11-21 15:21:39.237118
Poor
Yes
Rarely
Condo
848
1,161,014
50
Male
10,963
Married
4
Master's
Employed
23.812161
Rural
Basic
0
18
null
8
2020-09-14 15:21:39.237118
Average
No
Monthly
Apartment
2,161
1,161,015
57
Female
10,174
Divorced
3
Bachelor's
null
null
Suburban
Premium
2
0
null
6
2021-12-16 15:21:39.155231
Poor
No
Rarely
House
2,349
1,161,016
46
Female
1,064
Single
0
Bachelor's
null
25.823603
Rural
Premium
3
12
745
8
2021-06-14 15:21:39.192212
Poor
No
Monthly
House
2,186
1,161,017
63
Female
41,937
Single
0
High School
Self-Employed
9.686913
Rural
Comprehensive
3
8
430
5
2023-03-10 15:21:39.098696
Average
No
Monthly
Apartment
776
1,161,018
37
Female
23,892
Divorced
1
PhD
Self-Employed
23.089813
Suburban
Basic
null
19
null
5
2022-11-19 15:21:39.149731
Average
Yes
Weekly
House
470
1,161,019
64
Male
24,000
Divorced
3
High School
Self-Employed
47.481714
Rural
Comprehensive
1
18
null
7
2019-11-12 15:21:39.082499
Poor
No
Daily
Apartment
509
1,161,020
50
Female
23,755
Single
4
High School
Self-Employed
18.383423
Rural
Premium
null
12
533
6
2020-04-29 15:21:39.149731
Good
No
Daily
Condo
1,107
1,161,021
56
Male
2,683
Divorced
2
PhD
Employed
23.991218
Suburban
Premium
4
1
659
5
2022-06-17 15:21:39.126661
Good
No
Rarely
House
2,156
1,161,022
44
Male
24,292
Married
1
Master's
null
21.815527
Urban
Comprehensive
null
0
846
4
2021-10-02 15:21:39.283783
Poor
Yes
Weekly
Condo
2,473
1,161,023
31
Female
18,641
Divorced
3
High School
null
23.634315
Urban
Comprehensive
0
18
649
3
2023-11-25 15:21:39.259788
Poor
Yes
Monthly
Apartment
1,361
1,161,024
54
Female
43,898
Married
4
Master's
Self-Employed
23.334876
Suburban
Comprehensive
1
11
826
6
2019-11-04 15:21:39.134960
Poor
No
Rarely
Condo
1,028
1,161,025
50
Female
6,991
Married
1
Bachelor's
Unemployed
20.593307
Urban
Comprehensive
null
17
459
2
2023-07-19 15:21:39.134960
Average
No
Rarely
Condo
769
1,161,026
28
Female
5,038
Divorced
1
Bachelor's
null
6.284529
Urban
Basic
2
9
765
4
2023-12-29 15:21:39.247098
Average
No
Daily
House
491
1,161,027
59
Female
10,982
Married
0
Bachelor's
Self-Employed
21.82729
Rural
Premium
0
16
null
7
2022-08-01 15:21:39.237118
Good
No
Weekly
House
855
1,161,028
55
Female
24,982
Divorced
0
High School
Unemployed
30.441534
Rural
Comprehensive
1
17
711
9
2021-01-12 15:21:39.192212
Good
No
Daily
Apartment
731
1,161,029
58
Male
null
Divorced
1
PhD
Self-Employed
15.990863
Urban
Comprehensive
3
7
null
4
2020-06-09 15:21:39.144722
null
No
Monthly
Apartment
906
1,161,030
57
Female
98,286
Single
1
Bachelor's
null
12.05206
Rural
Comprehensive
0
9
393
9
2020-12-05 15:21:39.134960
Poor
No
Rarely
House
897
1,161,031
39
Male
66,846
Married
3
PhD
Self-Employed
26.898992
Suburban
Basic
null
1
392
9
2022-10-14 15:21:39.282785
Average
Yes
Weekly
Apartment
483
1,161,032
38
Female
6,279
Single
0
High School
null
26.967133
Urban
Basic
0
13
703
5
2020-03-07 15:21:39.120168
Good
No
Daily
Apartment
326
1,161,033
41
Female
91,715
Married
3
Bachelor's
Self-Employed
21.556768
Rural
Comprehensive
2
7
742
1
2023-07-04 15:21:39.148733
Poor
Yes
Weekly
Condo
358
1,161,034
20
Male
528
Married
2
PhD
Unemployed
null
Suburban
Basic
1
12
799
9
2022-04-12 15:21:39.144722
Good
Yes
Weekly
House
23
1,161,035
54
Male
61,934
Divorced
null
Master's
null
28.570412
Rural
Basic
null
19
585
4
2024-03-14 15:21:39.080440
Poor
Yes
Daily
Apartment
311
1,161,036
26
Male
5,519
Divorced
4
PhD
Self-Employed
48.687049
Rural
Premium
1
2
null
2
2023-07-23 15:21:39.287115
Poor
Yes
Daily
Condo
822
1,161,037
59
Male
10,178
Married
1
Master's
Self-Employed
null
Urban
Comprehensive
null
7
716
7
2022-01-03 15:21:39.265513
Poor
No
Weekly
Condo
1,637
1,161,038
27
Female
16,991
Divorced
2
PhD
Self-Employed
31.948154
Urban
Basic
2
15
786
5
2020-10-28 15:21:39.155231
Good
No
Rarely
House
27
1,161,039
41
Male
19,657
Single
4
Bachelor's
Self-Employed
16.827002
Urban
Premium
null
19
446
1
2019-12-22 15:21:39.197445
Poor
Yes
Rarely
Apartment
1,745
1,161,040
57
Female
12,012
Single
1
Bachelor's
Employed
46.366866
Rural
Premium
2
3
591
7
2022-10-04 15:21:39.147735
Average
No
Rarely
House
459
1,161,041
18
Male
58,913
Married
1
PhD
Employed
null
Urban
Comprehensive
1
18
736
9
2023-01-06 15:21:39.194829
Poor
No
Daily
Apartment
2,726
1,161,042
45
Female
17,200
Divorced
2
PhD
Employed
36.817848
Urban
Comprehensive
4
7
847
9
2023-07-31 15:21:39.197445
Poor
No
Rarely
Condo
1,639
1,161,043
45
Female
2,398
Divorced
4
High School
null
null
Rural
Comprehensive
1
8
518
8
2022-06-27 15:21:39.085129
Good
No
Monthly
Condo
919
1,161,044
19
Female
29,055
Single
2
Bachelor's
Employed
10.447771
Urban
Comprehensive
2
2
null
2
2022-08-17 15:21:39.134960
Good
No
Monthly
House
737
1,161,045
56
Male
68,967
Divorced
4
Master's
null
14.847265
Suburban
Premium
null
11
485
7
2023-05-04 15:21:39.100695
Poor
Yes
Daily
Condo
49
1,161,046
52
Male
106,674
Single
2
High School
Self-Employed
27.874391
Suburban
Comprehensive
0
14
437
5
2022-12-17 15:21:39.134960
Poor
Yes
Daily
Apartment
963
1,161,047
27
Female
1,623
Married
0
Master's
Self-Employed
42.722966
Urban
Basic
null
1
801
1
2022-04-17 15:21:39.120168
Poor
No
Weekly
Condo
101
1,161,048
28
Female
23,142
Single
1
Bachelor's
Unemployed
44.153969
Rural
Premium
1
5
581
7
2021-12-30 15:21:39.246098
Average
Yes
Monthly
House
1,192
1,161,049
48
Female
9,295
Divorced
4
PhD
Employed
11.887423
Urban
Comprehensive
null
13
573
5
2024-02-22 15:21:39.226954
Poor
Yes
Daily
House
2,072
1,161,050
62
Female
18,447
Married
0
Master's
null
35.155884
Suburban
Premium
1
8
748
4
2022-05-06 15:21:39.231531
Poor
No
Rarely
Condo
3,244
1,161,051
40
Female
15,983
Divorced
4
Master's
Self-Employed
12.633642
Suburban
Premium
2
0
647
3
2023-03-01 15:21:39.107553
Average
No
Weekly
Apartment
1,089
1,161,052
58
Female
623
Single
1
Bachelor's
Employed
null
Urban
Comprehensive
2
5
765
9
2021-11-06 15:21:39.134960
Good
Yes
Daily
House
1,736
1,161,053
25
Male
10,042
Single
0
Bachelor's
Unemployed
5.840043
Suburban
Comprehensive
1
19
525
5
2021-09-28 15:21:39.134960
Average
Yes
Monthly
Apartment
518
1,161,054
53
Female
38,216
Divorced
3
High School
Employed
5.014581
Rural
Premium
0
10
716
6
2022-02-27 15:21:39.273973
Poor
Yes
Monthly
House
1,117
1,161,055
23
Female
16,098
Single
2
Master's
Self-Employed
5.844135
Suburban
Premium
null
14
623
2
2022-08-18 15:21:39.134960
Good
No
Weekly
Apartment
956
1,161,056
61
Female
92,671
Married
0
Master's
Employed
33.974191
Suburban
Basic
2
16
447
5
2022-02-09 15:21:39.226954
Poor
No
Rarely
Condo
1,387
1,161,057
58
Male
9,894
Single
1
High School
Self-Employed
43.254939
Suburban
Premium
0
14
705
4
2024-02-26 15:21:39.190215
Good
Yes
Rarely
Condo
595
1,161,058
26
Female
39,454
Divorced
1
PhD
Unemployed
35.86838
Suburban
Premium
null
0
342
3
2021-12-19 15:21:39.226954
Poor
Yes
Daily
Condo
704
1,161,059
60
Female
42,826
Married
4
PhD
Unemployed
45.811512
Rural
Basic
null
2
547
8
2023-06-15 15:21:39.219432
Average
Yes
Weekly
House
1,426
1,161,060
62
Female
27,950
Married
null
Master's
null
14.82912
Urban
Premium
null
16
674
2
2023-01-24 15:21:39.155231
Good
Yes
Rarely
House
1,670
1,161,061
35
Male
6,740
Divorced
null
PhD
null
29.878268
Rural
Premium
1
18
842
9
2022-09-03 15:21:39.229482
Poor
No
Weekly
Condo
583
1,161,062
37
Female
40,347
Married
3
PhD
Self-Employed
13.556696
Urban
Basic
0
1
423
3
2023-05-01 15:21:39.086123
Average
Yes
Monthly
Apartment
1,036
1,161,063
null
Female
15,903
Married
2
Bachelor's
null
13.827989
Rural
Premium
1
10
810
9
2022-04-03 15:21:39.087123
Average
Yes
Weekly
Condo
1,010
1,161,064
55
Male
16,858
Divorced
2
Master's
null
19.134907
Suburban
Premium
null
9
791
6
2021-09-20 15:21:39.252145
Poor
Yes
Rarely
Condo
1,103
1,161,065
30
Male
81,254
Married
2
PhD
null
null
Urban
Basic
0
11
478
3
2021-01-18 15:21:39.132191
Average
Yes
Rarely
Apartment
1,325
1,161,066
37
Male
9,062
Married
1
Bachelor's
Employed
22.564804
Urban
Basic
null
16
730
5
2020-06-18 15:21:39.204790
Average
Yes
Weekly
Condo
772
1,161,067
52
Female
2,663
Single
4
Bachelor's
Employed
4.835119
Rural
Basic
0
12
403
4
2020-02-10 15:21:39.087123
Poor
No
Daily
Apartment
2,749
1,161,068
42
Male
15,763
Divorced
2
Master's
Employed
11.027722
Suburban
Premium
0
9
608
3
2021-11-12 15:21:39.155231
Poor
Yes
Weekly
Apartment
2,363
1,161,069
61
Male
18,211
Single
4
Master's
Self-Employed
null
Urban
Basic
null
17
470
8
2023-09-22 15:21:39.134960
null
No
Rarely
Apartment
1,158
1,161,070
32
Female
3,231
Single
0
PhD
Self-Employed
null
Rural
Basic
0
2
684
1
2021-05-31 15:21:39.249100
Poor
No
Monthly
Condo
776
1,161,071
63
Male
14,081
Divorced
4
Master's
Self-Employed
21.147733
Suburban
Basic
0
19
539
4
2020-05-27 15:21:39.207847
Good
Yes
Monthly
Apartment
542
1,161,072
18
Female
17,074
Divorced
3
Bachelor's
Self-Employed
15.135909
Urban
Premium
3
16
437
8
2021-10-20 15:21:39.121169
null
No
Weekly
House
739
1,161,073
38
Male
null
Married
3
PhD
Self-Employed
16.290774
Rural
Basic
2
11
501
2
2021-03-24 15:21:39.264504
Poor
No
Rarely
Condo
34
1,161,074
41
Male
28,891
Single
3
High School
Employed
10.272262
Rural
Premium
null
19
null
7
2022-01-06 15:21:39.263607
Good
Yes
Rarely
Apartment
709
1,161,075
24
Female
90,315
Divorced
4
Bachelor's
null
17.181662
Rural
Premium
2
6
784
4
2022-11-28 15:21:39.092127
null
Yes
Daily
House
583
1,161,076
27
Male
727
Divorced
0
PhD
Self-Employed
null
Suburban
Premium
0
5
706
3
2020-02-24 15:21:39.081504
Average
No
Daily
Apartment
722
1,161,077
55
Male
47,446
Divorced
1
High School
null
35.90826
Suburban
Premium
3
4
442
3
2022-11-18 15:21:39.092127
Poor
No
Rarely
Condo
1,823
1,161,078
62
Male
6,841
Divorced
null
PhD
Unemployed
40.568737
Rural
Premium
null
17
716
9
2023-11-17 15:21:39.278402
Poor
No
Daily
Condo
1,005
1,161,079
53
Female
104,762
Single
null
High School
Unemployed
40.599964
Urban
Premium
1
9
320
4
2022-07-30 15:21:39.167099
Poor
No
Monthly
Apartment
1,348
1,161,080
63
Male
143,313
Married
3
PhD
Unemployed
32.72699
Urban
Basic
null
3
509
5
2019-09-10 15:21:39.143708
Average
No
Monthly
Apartment
70
1,161,081
38
Female
38,133
Married
4
PhD
Self-Employed
15.37177
Rural
Premium
null
11
716
3
2024-08-09 15:21:39.152732
Good
No
Daily
Apartment
712
1,161,082
54
Male
758
Single
4
High School
null
39.944287
Suburban
Basic
2
8
751
2
2021-08-29 15:21:39.289099
Poor
Yes
Monthly
Condo
1,397
1,161,083
61
Male
47,088
Married
null
PhD
Unemployed
14.823224
Urban
Comprehensive
0
3
414
4
2023-10-16 15:21:39.110557
Good
Yes
Weekly
House
1,597
1,161,084
59
Male
37,188
Single
4
Master's
Employed
37.706504
Rural
Premium
0
5
585
8
2020-06-26 15:21:39.155231
Poor
Yes
Daily
Apartment
3,529
1,161,085
30
Male
12,042
Divorced
1
PhD
null
27.90817
Urban
Basic
null
1
769
9
2022-10-21 15:21:39.237118
Good
Yes
Rarely
Condo
605
1,161,086
null
Male
5,518
Married
1
Bachelor's
Employed
12.351081
Suburban
Basic
0
19
690
3
2020-05-09 15:21:39.216387
Good
Yes
Rarely
House
803
1,161,087
58
Female
16,063
Married
3
PhD
Self-Employed
20.818677
Urban
Premium
null
2
null
9
2023-07-31 15:21:39.134960
Good
No
Weekly
Condo
556
1,161,088
36
Female
10,863
Single
3
Bachelor's
Self-Employed
36.31606
Rural
Basic
null
18
null
2
2021-10-27 15:21:39.155231
Average
No
Daily
Apartment
1,302
1,161,089
null
Male
20,231
Divorced
4
PhD
null
36.67237
Urban
Comprehensive
null
17
null
3
2023-09-09 15:21:39.197445
Poor
No
Daily
Condo
945
1,161,090
60
Female
3,741
Divorced
2
Master's
null
29.928704
Urban
Basic
2
13
806
6
2021-12-07 15:21:39.146733
Average
Yes
Monthly
House
1,015
1,161,091
21
Male
14,054
Divorced
null
PhD
null
20.988365
Suburban
Comprehensive
null
3
652
9
2023-07-09 15:21:39.107553
Poor
No
Weekly
House
931
1,161,092
37
Female
9,082
Single
2
PhD
null
14.27672
Rural
Basic
1
4
841
2
2023-03-27 15:21:39.223901
Average
Yes
Monthly
House
514
1,161,093
27
Male
988
Divorced
4
PhD
Unemployed
47.679009
Rural
Basic
null
12
827
5
2023-09-05 15:21:39.208842
Average
No
Monthly
Apartment
328
1,161,094
44
Male
3,118
Married
2
PhD
Unemployed
18.254982
Rural
Basic
null
10
null
6
2022-02-27 15:21:39.274993
Good
Yes
Weekly
House
2,114
1,161,095
50
Female
16,755
Single
4
High School
Employed
33.716901
Urban
Premium
1
19
644
4
2023-05-16 15:21:39.150730
Good
Yes
Monthly
House
1,626
1,161,096
40
Female
18,194
Single
3
High School
Employed
5.67358
Urban
Basic
null
11
364
6
2020-08-08 15:21:39.145732
Average
Yes
Weekly
House
1,059
1,161,097
60
Male
15,984
Married
2
Bachelor's
null
18.826606
Suburban
Comprehensive
1
18
775
2
2024-04-11 15:21:39.233485
Poor
Yes
Rarely
Apartment
712
1,161,098
19
Male
49,634
Single
2
Bachelor's
Employed
31.944679
Suburban
Basic
null
12
382
7
2022-01-02 15:21:39.176717
Poor
Yes
Daily
Condo
466
1,161,099
48
Male
3,615
Single
2
Bachelor's
null
41.52077
Suburban
Basic
0
16
798
6
2023-06-11 15:21:39.134960
Good
Yes
Weekly
Apartment
27