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
31,700
38
Female
17,058
Married
0
High School
Employed
14.289721
Rural
Premium
null
10
452
2
2023-07-14 15:21:39.122134
Average
Yes
Weekly
Apartment
926
31,701
43
Male
20,656
Single
2
PhD
Unemployed
null
Urban
Premium
0
2
null
6
2023-05-14 15:21:39.229482
Good
No
Rarely
Condo
675
31,702
22
Male
43,890
Married
4
PhD
Unemployed
16.719649
Urban
Premium
null
19
571
2
2022-02-17 15:21:39.082499
Poor
No
Weekly
Condo
860
31,703
40
Male
28,894
Married
1
High School
Self-Employed
32.691908
Suburban
Basic
0
16
795
4
2022-12-18 15:21:39.224915
Average
No
Daily
Apartment
3,475
31,704
35
Female
837
Married
1
High School
Unemployed
null
Rural
Premium
null
3
819
1
2021-08-25 15:21:39.170099
Average
Yes
Daily
House
1,107
31,705
25
Male
18,313
Divorced
2
High School
Employed
36.334419
Suburban
Premium
0
4
632
6
2024-07-16 15:21:39.155231
Good
No
Rarely
Apartment
919
31,706
20
Male
43,432
Single
1
PhD
Self-Employed
13.01171
Rural
Premium
1
14
609
2
2022-01-23 15:21:39.096739
Average
No
Daily
House
471
31,707
20
Female
66,732
Married
3
PhD
Employed
52.181766
Urban
Comprehensive
2
11
668
2
2020-06-04 15:21:39.225916
Average
Yes
Weekly
House
1,071
31,708
42
Female
37,272
Married
3
Master's
null
null
Suburban
Premium
1
11
843
5
2020-05-13 15:21:39.095696
Poor
Yes
Weekly
Condo
1,085
31,709
54
Female
1,078
Married
2
Bachelor's
Self-Employed
28.459764
Rural
Basic
null
11
462
2
2020-02-16 15:21:39.134960
Average
Yes
Monthly
House
2,072
31,710
55
Female
122,483
Single
1
PhD
Self-Employed
11.885812
Suburban
Comprehensive
1
1
456
1
2020-09-27 15:21:39.154008
Poor
Yes
Daily
Condo
893
31,711
48
Male
25,272
Married
2
PhD
Unemployed
null
Suburban
Basic
null
5
null
8
2021-04-22 15:21:39.208842
Average
No
Rarely
Apartment
1,783
31,712
63
Female
23,641
Single
0
High School
null
50.17653
Suburban
Comprehensive
1
2
677
3
2022-05-09 15:21:39.132191
Poor
Yes
Rarely
Apartment
1,998
31,713
62
Female
52,441
Divorced
2
Bachelor's
Self-Employed
28.242988
Suburban
Premium
1
4
433
8
2021-03-12 15:21:39.205850
Poor
No
Daily
Apartment
647
31,714
37
Male
27,297
Single
2
High School
Self-Employed
19.964607
Suburban
Comprehensive
null
9
633
4
2019-09-28 15:21:39.231531
Average
Yes
Rarely
Apartment
925
31,715
28
Male
46,013
Divorced
1
Bachelor's
Self-Employed
null
Rural
Basic
null
2
607
1
2022-05-10 15:21:39.134960
Average
Yes
Rarely
Condo
150
31,716
60
Female
93,571
Single
4
Bachelor's
Employed
21.054328
Suburban
Premium
2
10
583
2
2023-10-07 15:21:39.116179
Good
No
Rarely
Condo
4,922
31,717
29
Male
25,558
Married
4
Master's
null
24.834409
Urban
Comprehensive
1
14
637
5
2020-02-29 15:21:39.226954
Average
No
Daily
Condo
855
31,718
31
Male
29,221
Divorced
0
Bachelor's
Self-Employed
38.49126
Rural
Basic
null
10
null
9
2021-10-19 15:21:39.177724
Average
No
Rarely
Condo
930
31,719
43
Female
14,881
Married
3
Bachelor's
Unemployed
5.65494
Urban
Comprehensive
1
9
493
6
2019-09-23 15:21:39.102694
Poor
No
Monthly
House
1,358
31,720
43
Male
21,943
Single
3
Master's
null
37.424635
Suburban
Premium
0
18
728
7
2021-02-25 15:21:39.270454
Good
No
Weekly
Condo
397
31,721
41
Male
15,198
Single
4
Master's
null
29.966178
Suburban
Comprehensive
null
15
787
7
2023-05-16 15:21:39.134960
Good
No
Rarely
Condo
1,290
31,722
22
Male
49,908
Single
null
Bachelor's
Unemployed
15.72272
Rural
Premium
null
17
848
2
2023-12-25 15:21:39.267454
null
No
Monthly
House
3,986
31,723
19
Female
null
Married
4
Master's
Unemployed
24.678885
Urban
Basic
0
8
826
8
2020-11-12 15:21:39.102694
null
No
Monthly
Condo
3,071
31,724
51
Male
2,386
Divorced
4
Bachelor's
null
39.247745
Suburban
Premium
2
18
461
8
2023-11-22 15:21:39.134960
Poor
Yes
Monthly
Condo
790
31,725
26
Male
2,312
Divorced
3
High School
null
31.859804
Urban
Basic
0
3
437
7
2021-10-06 15:21:39.124659
Poor
Yes
Monthly
Apartment
1,208
31,726
null
Female
71,487
Single
2
PhD
Unemployed
31.764234
Suburban
Comprehensive
null
7
313
8
2021-04-29 15:21:39.147735
Average
No
Weekly
House
393
31,727
50
Female
612
Divorced
1
Master's
Self-Employed
null
Suburban
Basic
null
10
757
4
2023-04-24 15:21:39.092127
Average
No
Daily
Apartment
515
31,728
18
Female
4,045
Single
4
High School
Self-Employed
25.81964
Rural
Premium
1
13
438
4
2021-06-07 15:21:39.245086
Poor
No
Weekly
House
1,060
31,729
54
Female
7,091
Divorced
1
Master's
Unemployed
39.5044
Urban
Comprehensive
1
6
762
4
2020-03-19 15:21:39.152732
Good
No
Weekly
House
507
31,730
29
Female
62,289
Single
1
High School
Self-Employed
null
Rural
Comprehensive
null
6
687
7
2022-07-09 15:21:39.226954
Poor
No
Weekly
Condo
3,360
31,731
50
Female
6,296
Divorced
2
Bachelor's
Self-Employed
31.553364
Urban
Comprehensive
null
0
740
4
2020-07-20 15:21:39.206847
Good
Yes
Rarely
House
277
31,732
57
Male
37,543
Single
null
High School
Employed
24.75782
Rural
Comprehensive
null
5
null
2
2021-06-27 15:21:39.237118
Average
No
Daily
Apartment
213
31,733
56
Female
15,982
Married
4
PhD
Employed
24.664118
Urban
Basic
1
3
437
5
2022-08-10 15:21:39.155231
Poor
No
Rarely
Condo
1,438
31,734
20
Male
30,663
Single
3
Bachelor's
Unemployed
null
Suburban
Comprehensive
0
19
573
7
2023-03-06 15:21:39.144722
Good
Yes
Weekly
Condo
1,407
31,735
36
Male
6,604
Divorced
4
Master's
null
17.836786
Urban
Comprehensive
0
3
562
7
2023-10-21 15:21:39.246098
null
No
Daily
Condo
815
31,736
28
Male
38,614
Married
0
Master's
null
4.64775
Suburban
Comprehensive
1
3
null
8
2023-12-04 15:21:39.263607
Average
No
Rarely
House
1,521
31,737
53
Male
8,072
Married
null
Master's
Self-Employed
11.084285
Rural
Comprehensive
1
19
494
5
2020-04-07 15:21:39.154008
Good
No
Monthly
Condo
2,572
31,738
20
Female
45,388
Married
4
High School
Unemployed
31.736913
Rural
Premium
0
19
730
5
2022-05-26 15:21:39.134960
Good
No
Monthly
Apartment
2,238
31,739
63
Male
12,466
Single
4
Bachelor's
Employed
19.576094
Rural
Comprehensive
null
16
584
3
2024-07-05 15:21:39.271453
Good
No
Monthly
House
64
31,740
41
Male
null
Divorced
3
Master's
Self-Employed
30.24606
Suburban
Basic
1
11
377
5
2022-05-27 15:21:39.134960
Good
No
Rarely
Apartment
643
31,741
61
Male
132,465
Divorced
1
Master's
Unemployed
23.239848
Urban
Comprehensive
1
5
511
5
2023-12-26 15:21:39.223390
null
Yes
Rarely
Apartment
2,161
31,742
44
Female
null
Married
1
Master's
null
3.737732
Rural
Comprehensive
1
3
463
6
2021-01-14 15:21:39.170099
Average
No
Weekly
House
25
31,743
28
Female
43,901
Married
4
Master's
Self-Employed
7.849237
Rural
Premium
0
10
567
2
2023-05-25 15:21:39.095696
Good
Yes
Rarely
House
852
31,744
18
Male
29,460
Divorced
4
High School
Self-Employed
13.272751
Urban
Comprehensive
0
13
672
4
2019-10-07 15:21:39.204790
Poor
No
Rarely
Apartment
2,376
31,745
44
Male
62,615
Married
4
PhD
null
17.645924
Rural
Comprehensive
1
10
830
1
2023-11-14 15:21:39.097737
Good
Yes
Weekly
Apartment
102
31,746
53
Male
18,813
Divorced
1
High School
Employed
20.833865
Suburban
Premium
0
15
null
9
2020-08-24 15:21:39.084065
Good
Yes
Daily
Condo
793
31,747
63
Male
5,568
Married
4
Master's
Self-Employed
7.857932
Suburban
Premium
1
17
816
2
2023-12-03 15:21:39.211806
null
No
Monthly
Condo
1,167
31,748
40
Male
16,077
Divorced
4
Master's
null
34.058954
Urban
Premium
0
2
730
7
2022-08-09 15:21:39.147735
Average
No
Weekly
House
613
31,749
42
Female
969
Single
0
PhD
Self-Employed
15.241708
Suburban
Premium
2
15
569
5
2021-05-18 15:21:39.134960
Average
Yes
Monthly
House
966
31,750
64
Female
4,619
Divorced
1
Master's
Unemployed
8.783063
Urban
Comprehensive
null
14
null
3
2024-06-16 15:21:39.091080
Good
Yes
Monthly
House
49
31,751
50
Male
44,621
Married
4
PhD
Unemployed
9.542973
Urban
Premium
2
15
587
4
2021-09-10 15:21:39.168099
Good
No
Rarely
House
846
31,752
38
Female
3,999
Divorced
0
PhD
Employed
44.00986
Rural
Comprehensive
0
5
310
9
2020-09-16 15:21:39.110557
Average
No
Weekly
Apartment
1,342
31,753
25
Male
10,891
Single
4
PhD
null
31.809549
Urban
Premium
2
13
556
4
2020-08-24 15:21:39.155231
Good
No
Monthly
House
1,238
31,754
46
Female
38,229
Single
2
Bachelor's
Employed
31.986327
Rural
Comprehensive
1
5
null
9
2019-09-28 15:21:39.134960
Average
No
Weekly
Apartment
2,534
31,755
26
Male
2,576
null
2
Bachelor's
Unemployed
23.830918
Suburban
Premium
1
8
744
2
2021-06-14 15:21:39.248098
Poor
Yes
Monthly
Apartment
1,875
31,756
38
Female
1,790
Divorced
1
Master's
null
14.527995
Urban
Premium
0
18
646
8
2021-02-11 15:21:39.106582
null
Yes
Monthly
Condo
30
31,757
22
Female
15,274
Married
2
Master's
Unemployed
9.917753
Rural
Basic
1
18
733
4
2021-02-22 15:21:39.237118
Average
Yes
Rarely
Apartment
798
31,758
58
Female
5,560
Married
1
Bachelor's
Employed
19.88809
Suburban
Basic
0
3
null
4
2022-12-22 15:21:39.222387
Average
No
Daily
House
943
31,759
61
Female
14,073
Divorced
2
Master's
Self-Employed
31.252662
Suburban
Comprehensive
0
0
null
3
2019-09-03 15:21:39.213373
Average
Yes
Monthly
Condo
498
31,760
31
Female
26,297
Divorced
2
PhD
Self-Employed
15.359438
Suburban
Premium
0
13
616
5
2020-09-23 15:21:39.169102
Poor
No
Rarely
House
1,071
31,761
19
Female
19,527
Married
2
Master's
Self-Employed
44.927647
Suburban
Basic
1
3
404
2
2020-12-22 15:21:39.237118
Good
No
Monthly
Apartment
1,584
31,762
59
Male
null
Married
2
High School
null
null
Rural
Premium
null
14
782
1
2022-01-10 15:21:39.236064
Poor
Yes
Monthly
House
49
31,763
39
Female
42,619
Married
0
High School
Employed
38.735353
Suburban
Premium
null
13
811
3
2020-12-08 15:21:39.245086
Average
Yes
Daily
Apartment
1,022
31,764
29
Male
28,182
Single
0
Bachelor's
Unemployed
16.803924
Rural
Basic
2
19
361
7
2020-08-15 15:21:39.168099
Poor
Yes
Monthly
Condo
1,634
31,765
32
Female
43,481
Married
3
PhD
Unemployed
29.019996
Suburban
Comprehensive
3
15
839
1
2024-03-24 15:21:39.155231
Good
No
Daily
House
1,253
31,766
27
Male
20,304
Married
2
Bachelor's
Unemployed
31.829485
Suburban
Basic
0
0
null
2
2023-03-14 15:21:39.172097
Poor
Yes
Daily
Apartment
713
31,767
36
Female
2,770
Single
4
Bachelor's
Self-Employed
10.779481
Suburban
Premium
0
3
null
7
2023-07-14 15:21:39.155231
Good
No
Daily
House
273
31,768
20
Male
57,588
Divorced
0
High School
Self-Employed
29.818231
Rural
Basic
2
18
753
6
2021-10-20 15:21:39.220389
Good
Yes
Monthly
Apartment
2,066
31,769
61
Male
15,982
Divorced
2
Bachelor's
Self-Employed
20.31462
Rural
Comprehensive
null
19
839
1
2021-06-28 15:21:39.194829
Average
No
Daily
House
1,476
31,770
40
Female
126,853
Divorced
4
PhD
Unemployed
3.090005
Suburban
Basic
0
19
434
9
2020-03-22 15:21:39.146733
Good
No
Monthly
Apartment
1,625
31,771
58
Male
42,490
Single
3
Master's
Self-Employed
30.908877
Suburban
Premium
null
14
420
6
2020-09-03 15:21:39.192212
Good
Yes
Rarely
Condo
2,976
31,772
50
Female
109,331
Married
4
PhD
null
35.190136
Suburban
Basic
null
12
422
8
2023-01-07 15:21:39.199447
Good
Yes
Daily
House
197
31,773
43
Female
728
Divorced
4
Bachelor's
Employed
9.064487
Rural
Basic
4
3
814
3
2019-11-20 15:21:39.237118
Good
No
Weekly
Condo
979
31,774
43
Male
5,117
Single
1
Bachelor's
Employed
14.566592
Suburban
Premium
1
13
614
5
2021-03-12 15:21:39.155231
Average
Yes
Rarely
Condo
1,296
31,775
34
Female
23,894
Single
4
Bachelor's
Unemployed
9.310039
Suburban
Basic
null
19
334
9
2024-01-31 15:21:39.166062
Poor
Yes
Monthly
Condo
983
31,776
35
Male
44,998
Divorced
3
Master's
Unemployed
36.567348
Rural
Basic
null
8
837
6
2020-01-29 15:21:39.084065
Average
No
Daily
Condo
105
31,777
46
Female
17,091
Divorced
2
PhD
Employed
22.839284
Rural
Comprehensive
0
16
685
8
2024-01-29 15:21:39.118178
Average
Yes
Daily
Condo
589
31,778
46
Male
28,003
Single
null
Bachelor's
null
7.420424
Rural
Premium
0
7
558
2
2021-10-11 15:21:39.134960
null
No
Weekly
Apartment
943
31,779
45
Male
16,983
Divorced
2
High School
Self-Employed
33.95868
Urban
Premium
1
3
null
2
2020-05-18 15:21:39.086123
Good
No
Daily
Condo
1,142
31,780
53
Male
82,816
Married
4
High School
Employed
21.644479
Urban
Basic
1
11
563
6
2019-10-16 15:21:39.198406
null
Yes
Rarely
Condo
1,112
31,781
18
Male
14,082
Single
0
Bachelor's
Unemployed
48.049447
Suburban
Comprehensive
2
18
707
7
2020-04-24 15:21:39.229482
Average
No
Weekly
Apartment
1,731
31,782
45
Female
91,752
null
2
Master's
null
11.61911
Rural
Basic
null
13
509
1
2022-09-20 15:21:39.244069
null
Yes
Monthly
House
863
31,783
24
Female
17,339
Married
null
Master's
null
null
Urban
Premium
1
5
558
5
2023-11-09 15:21:39.202448
Average
No
Weekly
Condo
2,082
31,784
44
Male
18,588
Married
3
PhD
Self-Employed
9.625856
Suburban
Premium
1
5
486
7
2020-11-12 15:21:39.101733
Average
No
Weekly
Apartment
571
31,785
19
Male
106,037
Single
4
High School
null
10.072249
Suburban
Premium
1
4
428
7
2024-06-22 15:21:39.146733
Poor
No
Daily
Apartment
3,715
31,786
43
Female
96,318
Divorced
4
Bachelor's
Unemployed
null
Suburban
Comprehensive
2
9
716
3
2023-04-13 15:21:39.155231
Good
No
Monthly
House
542
31,787
62
Male
20,283
Divorced
4
PhD
Self-Employed
32.641254
Urban
Basic
1
16
738
3
2024-04-09 15:21:39.237118
Good
No
Daily
Apartment
1,029
31,788
61
Male
128,876
Married
null
PhD
Unemployed
26.79583
Rural
Comprehensive
0
1
482
7
2023-07-01 15:21:39.144722
Poor
Yes
Monthly
House
2,700
31,789
25
Male
2,363
Married
3
Master's
Unemployed
31.381929
Suburban
Premium
2
9
779
4
2023-12-03 15:21:39.148733
Good
No
Monthly
House
677
31,790
29
Male
45,159
Divorced
1
PhD
Unemployed
20.569028
Urban
Basic
2
10
804
5
2023-09-09 15:21:39.237118
Average
Yes
Daily
House
961
31,791
25
Female
16,062
Single
1
Master's
Employed
37.243623
Suburban
Basic
0
11
659
9
2022-04-09 15:21:39.092127
Poor
No
Monthly
House
713
31,792
30
Female
14,077
Married
1
Bachelor's
Self-Employed
null
Suburban
Basic
null
9
636
9
2021-12-07 15:21:39.134960
Good
No
Rarely
House
893
31,793
50
Female
52,274
Single
2
Bachelor's
null
11.958773
Urban
Basic
null
2
548
4
2024-05-10 15:21:39.271453
Good
Yes
Weekly
Apartment
186
31,794
41
Female
8,892
Single
4
PhD
Unemployed
28.926502
Rural
Basic
1
18
null
5
2021-05-12 15:21:39.205850
Average
Yes
Rarely
House
1,251
31,795
26
Female
25,720
Single
2
PhD
Self-Employed
5.488964
Suburban
Premium
1
11
751
5
2022-06-26 15:21:39.279729
Poor
Yes
Weekly
Condo
1,282
31,796
26
Female
14,086
Divorced
2
Master's
Employed
19.556481
Rural
Basic
0
9
658
1
2022-12-09 15:21:39.155231
Poor
No
Weekly
Apartment
1,204
31,797
61
Female
40,317
Divorced
2
Bachelor's
Self-Employed
20.092032
Urban
Comprehensive
5
5
348
7
2023-10-09 15:21:39.117183
Average
Yes
Rarely
House
1,459
31,798
18
Male
64,110
Divorced
0
Master's
Unemployed
29.923387
Suburban
Basic
1
4
776
1
2022-03-28 15:21:39.087123
Good
No
Monthly
Condo
101
31,799
26
Female
96,650
Divorced
2
Bachelor's
null
51.813584
Suburban
Premium
null
7
null
2
2021-05-06 15:21:39.120168
null
No
Daily
House
1,040