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
40,800
56
Male
15,955
Married
1
PhD
Unemployed
36.022836
Rural
Comprehensive
0
7
null
1
2020-02-13 15:21:39.150730
null
Yes
Monthly
Condo
362
40,801
59
Male
30,984
Divorced
0
Master's
null
43.929352
Rural
Premium
1
3
824
4
2021-03-21 15:21:39.164044
Poor
Yes
Monthly
House
817
40,802
56
Female
19,143
Married
1
Bachelor's
null
8.269615
Suburban
Basic
null
3
534
6
2023-08-30 15:21:39.166062
Poor
Yes
Rarely
House
519
40,803
50
Male
4,568
Single
3
High School
Self-Employed
25.674272
Suburban
Comprehensive
3
2
473
8
2020-03-27 15:21:39.168099
Poor
No
Rarely
Condo
515
40,804
24
Male
58,039
Married
1
Master's
null
8.163315
Urban
Premium
1
18
334
5
2024-06-08 15:21:39.164044
Good
No
Rarely
Apartment
1,345
40,805
54
Female
86,939
Married
2
PhD
Self-Employed
10.942149
Urban
Comprehensive
2
11
685
8
2020-01-06 15:21:39.190215
null
Yes
Weekly
House
463
40,806
20
Female
8,664
Married
2
Master's
Unemployed
27.878982
Urban
Premium
null
12
498
9
2023-10-22 15:21:39.155231
Poor
Yes
Daily
House
24
40,807
48
Male
33,956
Single
2
PhD
Self-Employed
39.547174
Suburban
Comprehensive
null
12
785
2
2023-05-26 15:21:39.166062
Good
Yes
Rarely
Condo
1,622
40,808
48
Male
1,941
Single
1
Master's
null
27.5843
Urban
Premium
0
9
355
7
2020-02-22 15:21:39.177724
Good
No
Rarely
House
876
40,809
47
Male
5,550
Married
0
Master's
Unemployed
null
Suburban
Basic
1
7
769
5
2020-12-04 15:21:39.237118
null
No
Rarely
House
4,068
40,810
36
Female
4,386
Divorced
null
Master's
Employed
18.587627
Suburban
Comprehensive
null
15
736
9
2021-08-11 15:21:39.252145
Good
No
Daily
Condo
40
40,811
64
Male
34,298
Single
2
High School
null
40.366678
Rural
Comprehensive
0
17
479
7
2021-09-13 15:21:39.253660
Good
Yes
Rarely
Condo
2,349
40,812
37
Female
72,492
Single
3
PhD
Employed
37.72389
Urban
Premium
0
6
489
7
2021-07-02 15:21:39.155231
Average
Yes
Daily
House
2,791
40,813
31
Female
6,415
Single
null
Bachelor's
Self-Employed
27.569725
Suburban
Basic
0
10
571
9
2022-01-23 15:21:39.134960
Average
No
Daily
House
656
40,814
55
Female
45,388
Married
0
High School
null
29.927585
Suburban
Basic
null
4
727
4
2020-04-27 15:21:39.237118
Average
Yes
Rarely
Condo
2,977
40,815
26
Female
2,480
Divorced
null
High School
Unemployed
43.823755
Suburban
Comprehensive
3
12
null
2
2021-05-12 15:21:39.226954
Poor
Yes
Monthly
Apartment
849
40,816
43
Female
112,684
Divorced
1
High School
Unemployed
13.015451
Rural
Basic
null
3
372
4
2020-06-04 15:21:39.092127
Poor
No
Rarely
Condo
1,653
40,817
53
Male
145,580
Divorced
4
High School
Self-Employed
26.235901
Urban
Basic
2
12
398
3
2020-01-06 15:21:39.088124
Average
No
Weekly
Apartment
1,337
40,818
64
Female
23,584
Married
0
High School
Self-Employed
27.534166
Urban
Premium
1
7
704
4
2023-08-16 15:21:39.155231
Poor
Yes
Daily
Apartment
1,595
40,819
39
Female
20,329
Married
4
PhD
null
34.734758
Rural
Premium
1
3
607
6
2022-10-09 15:21:39.269494
Average
No
Rarely
House
118
40,820
35
Female
40,252
Divorced
0
PhD
null
null
Suburban
Comprehensive
1
0
613
6
2022-02-14 15:21:39.155231
Poor
No
Rarely
Apartment
1,036
40,821
45
Female
918
Single
4
Master's
null
12.69953
Suburban
Basic
0
13
452
2
2023-10-22 15:21:39.079128
Average
Yes
Daily
Condo
587
40,822
38
Male
11,067
Single
3
PhD
Employed
10.587037
Rural
Premium
2
19
575
9
2019-11-11 15:21:39.105404
Poor
No
Daily
Condo
2,493
40,823
24
Female
7,618
Divorced
3
High School
Unemployed
33.123674
Rural
Premium
0
5
498
1
2022-05-27 15:21:39.143708
Poor
Yes
Rarely
Condo
1,342
40,824
27
Male
29,071
Divorced
0
High School
null
21.690952
Urban
Comprehensive
0
13
718
1
2019-12-01 15:21:39.114118
Average
No
Rarely
Condo
538
40,825
32
Female
null
Single
1
PhD
Unemployed
23.505885
Urban
Comprehensive
null
2
393
1
2022-12-29 15:21:39.134960
Average
Yes
Weekly
Condo
1,284
40,826
50
Male
25,193
Married
1
Bachelor's
Unemployed
22.150042
Urban
Comprehensive
null
17
567
9
2019-12-09 15:21:39.181605
Good
Yes
Rarely
House
2,610
40,827
63
Male
46,860
Married
0
High School
Self-Employed
55.882176
Urban
Premium
2
5
658
5
2020-09-06 15:21:39.144722
Average
No
Weekly
Condo
495
40,828
45
Female
73,761
Divorced
4
PhD
Self-Employed
23.764216
Suburban
Basic
0
18
588
6
2023-01-23 15:21:39.194829
Good
No
Rarely
Condo
378
40,829
51
Male
12,056
Divorced
null
Master's
Employed
48.082877
Rural
Premium
null
18
743
5
2020-05-22 15:21:39.145732
Average
Yes
Daily
Condo
1,511
40,830
51
Male
11,037
Married
3
PhD
Self-Employed
23.146948
Rural
Basic
0
12
746
2
2020-12-15 15:21:39.098696
Average
No
Rarely
Apartment
1,372
40,831
18
Male
14,897
Divorced
null
Master's
null
33.59881
Rural
Premium
1
15
502
9
2023-02-26 15:21:39.128286
Average
No
Weekly
Apartment
2,023
40,832
22
Male
6,179
Divorced
4
High School
Unemployed
18.514826
Urban
Comprehensive
3
1
521
6
2019-12-08 15:21:39.237118
Good
No
Monthly
Apartment
471
40,833
63
Female
8,670
Divorced
2
PhD
Employed
26.084683
Rural
Premium
0
11
null
1
2020-10-22 15:21:39.087123
Average
Yes
Rarely
Condo
1,686
40,834
19
Female
9,058
Divorced
4
PhD
Self-Employed
4.700085
Suburban
Basic
null
2
788
6
2022-03-17 15:21:39.280784
null
No
Rarely
House
532
40,835
47
Female
14,640
Single
0
PhD
Employed
39.944287
Suburban
Basic
null
2
330
3
2020-02-09 15:21:39.194829
Good
Yes
Rarely
Condo
708
40,836
61
Female
4,942
Married
4
Master's
Unemployed
46.554327
Suburban
Basic
0
8
616
6
2023-07-06 15:21:39.096739
Poor
No
Daily
Condo
284
40,837
63
Female
2,714
Divorced
3
PhD
Self-Employed
27.63584
Urban
Premium
2
2
736
7
2024-05-28 15:21:39.199447
Good
No
Weekly
Apartment
1,702
40,838
21
Male
4,092
Married
2
Master's
null
11.171167
Rural
Comprehensive
0
10
461
1
2021-08-11 15:21:39.084065
Average
No
Weekly
Condo
258
40,839
31
Male
23,989
Single
2
Master's
Self-Employed
19.693966
Urban
Premium
2
0
682
2
2020-11-15 15:21:39.134960
Poor
Yes
Monthly
House
1,154
40,840
39
Female
6,662
Married
4
Bachelor's
Self-Employed
14.86516
Urban
Premium
null
9
329
8
2024-06-26 15:21:39.237118
Good
No
Weekly
Apartment
731
40,841
45
Male
4,580
Divorced
3
PhD
Unemployed
51.703544
Urban
Premium
1
15
623
9
2021-01-04 15:21:39.204790
Average
No
Daily
House
997
40,842
58
Male
89,362
Divorced
3
Bachelor's
null
11.371046
Suburban
Comprehensive
null
18
416
5
2022-05-23 15:21:39.221386
Average
No
Weekly
House
132
40,843
23
Male
52,878
Single
0
Bachelor's
null
41.054422
Suburban
Basic
0
11
495
5
2022-04-30 15:21:39.204790
Good
Yes
Weekly
House
100
40,844
56
Female
8,189
Single
2
Bachelor's
null
19.955433
Rural
Comprehensive
0
10
null
5
2022-08-28 15:21:39.228521
Poor
No
Rarely
Condo
1,086
40,845
59
Male
5,038
Single
0
Bachelor's
Unemployed
41.126601
Rural
Comprehensive
2
19
null
1
2021-06-02 15:21:39.193945
Poor
Yes
Daily
Apartment
571
40,846
44
Female
18,794
Divorced
4
High School
null
35.990905
Suburban
Premium
1
15
623
5
2022-12-06 15:21:39.148733
Good
Yes
Weekly
House
845
40,847
60
Male
31,699
Single
0
Master's
Employed
15.173728
Rural
Basic
0
17
null
7
2021-12-15 15:21:39.081504
Good
No
Monthly
House
1,452
40,848
null
Female
35,651
Divorced
3
High School
Unemployed
8.067973
Rural
Premium
0
4
728
2
2024-02-26 15:21:39.134960
Good
Yes
Weekly
Apartment
1,484
40,849
22
Female
18,380
Married
4
Bachelor's
Unemployed
8.351636
Urban
Premium
0
7
589
9
2021-06-17 15:21:39.237118
Good
No
Weekly
Condo
713
40,850
59
Female
23,223
Single
4
High School
null
35.08575
Rural
Comprehensive
null
10
null
3
2023-07-04 15:21:39.187211
Good
Yes
Rarely
Apartment
388
40,851
64
Female
13,983
Married
4
Master's
Employed
23.946168
Rural
Basic
null
17
660
9
2020-09-24 15:21:39.267454
Poor
No
Weekly
Condo
2,436
40,852
55
Female
20,489
Married
null
Bachelor's
null
29.055598
Rural
Basic
null
6
308
7
2022-07-14 15:21:39.155231
null
Yes
Weekly
Apartment
1,029
40,853
null
Female
86,873
Single
0
Bachelor's
Employed
17.387869
Urban
Basic
null
2
663
1
2021-07-02 15:21:39.219432
Poor
Yes
Daily
Apartment
4,828
40,854
32
Female
36,370
Single
0
Master's
null
34.473081
Suburban
Basic
null
19
392
7
2023-05-19 15:21:39.102694
Poor
Yes
Weekly
House
682
40,855
50
Male
63,392
Married
0
Bachelor's
Unemployed
16.567365
Urban
Comprehensive
3
4
829
4
2020-03-07 15:21:39.148733
Poor
Yes
Daily
Apartment
1,988
40,856
51
Male
35,495
Married
0
Bachelor's
Unemployed
8.967284
Suburban
Premium
1
1
653
2
2021-11-09 15:21:39.155231
Good
No
Daily
Apartment
624
40,857
58
Female
6,054
Divorced
1
Bachelor's
null
11.926311
Rural
Premium
0
12
324
7
2023-02-23 15:21:39.170099
Average
Yes
Daily
Apartment
644
40,858
39
Female
27,189
Married
3
PhD
Employed
31.71745
Rural
Premium
0
15
453
9
2023-04-07 15:21:39.264504
Average
Yes
Rarely
Condo
871
40,859
47
Female
80,127
Divorced
1
PhD
null
20.242069
Suburban
Basic
4
2
765
1
2021-12-11 15:21:39.204790
Poor
No
Weekly
House
37
40,860
27
Female
43,787
Divorced
3
Bachelor's
Self-Employed
37.858012
Rural
Comprehensive
1
11
774
3
2020-03-26 15:21:39.134960
Good
No
Daily
Apartment
654
40,861
30
Female
6,428
Married
2
Master's
Employed
8.924245
Urban
Comprehensive
0
17
613
6
2024-07-21 15:21:39.210805
Poor
No
Weekly
Apartment
1,375
40,862
26
Male
30,393
Single
2
High School
Employed
21.857217
Rural
Premium
1
3
567
7
2022-11-04 15:21:39.256696
Average
No
Daily
Condo
677
40,863
28
Male
26,113
Divorced
2
Bachelor's
null
3.449936
Suburban
Premium
2
1
null
3
2023-08-24 15:21:39.261856
Average
Yes
Daily
House
1,685
40,864
36
Female
40,688
Divorced
3
High School
Unemployed
27.592687
Rural
Comprehensive
0
16
657
9
2022-10-24 15:21:39.155231
Poor
Yes
Weekly
House
1,093
40,865
44
Male
39,042
Divorced
4
PhD
Self-Employed
37.242045
Rural
Premium
null
18
771
8
2022-08-22 15:21:39.090124
Poor
No
Monthly
Condo
518
40,866
34
Male
21,803
Single
2
High School
Employed
33.249811
Suburban
Basic
2
16
510
3
2021-06-16 15:21:39.155231
Average
Yes
Monthly
Condo
2,664
40,867
35
Female
20,720
Divorced
4
High School
Unemployed
45.824665
Urban
Comprehensive
0
13
828
4
2024-03-22 15:21:39.194829
Average
Yes
Weekly
Condo
814
40,868
51
Female
null
Single
2
Bachelor's
Employed
4.271752
Rural
Comprehensive
1
13
null
8
2024-04-12 15:21:39.237118
Average
No
Monthly
Apartment
361
40,869
63
Female
8,051
null
0
Master's
Self-Employed
27.739894
Urban
Comprehensive
1
4
727
4
2021-07-05 15:21:39.247098
Good
Yes
Weekly
Apartment
1,252
40,870
38
Female
33,646
Divorced
0
PhD
Unemployed
42.162957
Urban
Basic
0
9
734
2
2023-08-15 15:21:39.173834
Good
No
Rarely
Condo
956
40,871
null
Male
12,746
Single
0
Bachelor's
Self-Employed
13.935585
Urban
Premium
null
18
727
9
2020-04-03 15:21:39.177724
Average
No
Rarely
Condo
187
40,872
31
Male
2,665
Single
3
Bachelor's
null
20.629902
Suburban
Comprehensive
null
11
586
2
2019-11-18 15:21:39.186212
Average
Yes
Weekly
Apartment
2,211
40,873
47
Female
8,098
Divorced
1
Master's
Unemployed
36.859174
Rural
Comprehensive
1
7
613
8
2021-02-27 15:21:39.121169
null
No
Monthly
House
815
40,874
60
Female
18,641
Single
4
PhD
Employed
25.077397
Suburban
Basic
1
3
578
7
2022-08-15 15:21:39.143708
Poor
Yes
Rarely
Condo
485
40,875
22
Male
17,900
null
4
Bachelor's
Unemployed
null
Suburban
Premium
2
4
456
7
2021-09-20 15:21:39.174719
Good
Yes
Weekly
Condo
745
40,876
45
Male
52,791
Divorced
1
PhD
null
50.927121
Urban
Premium
1
15
446
4
2022-01-26 15:21:39.145732
Good
Yes
Monthly
Condo
706
40,877
33
Male
5,903
Single
2
PhD
Unemployed
21.659848
Urban
Premium
1
8
530
7
2022-01-13 15:21:39.237118
Average
No
Monthly
Condo
3,445
40,878
52
Male
20,369
Divorced
2
High School
null
19.593899
Urban
Basic
0
15
683
8
2022-03-14 15:21:39.252145
Average
Yes
Monthly
House
1,006
40,879
60
Female
24,485
Married
0
PhD
Self-Employed
9.092776
Suburban
Basic
1
0
817
1
2023-01-05 15:21:39.166062
Average
No
Rarely
House
354
40,880
23
Female
75,474
Divorced
3
Bachelor's
Employed
50.991362
Suburban
Basic
1
9
600
7
2023-08-01 15:21:39.134960
Good
Yes
Daily
Condo
373
40,881
37
Male
25,400
Single
2
PhD
Self-Employed
null
Suburban
Comprehensive
1
11
null
3
2019-12-06 15:21:39.283783
Good
Yes
Daily
Apartment
597
40,882
64
Female
71,136
Single
1
Master's
null
45.70309
Urban
Basic
null
19
386
9
2020-07-23 15:21:39.155231
Good
Yes
Weekly
House
1,132
40,883
39
Female
4,942
Married
2
Master's
Employed
33.96768
Rural
Comprehensive
null
2
496
3
2020-08-13 15:21:39.177724
Average
No
Weekly
Condo
661
40,884
46
Female
114,837
Divorced
4
PhD
null
25.527069
Suburban
Premium
0
12
531
6
2019-12-07 15:21:39.155231
Good
Yes
Monthly
Condo
2,040
40,885
57
Male
43,650
Divorced
2
PhD
Self-Employed
25.979007
Suburban
Comprehensive
1
14
307
8
2020-06-30 15:21:39.259788
Average
No
Monthly
House
3,591
40,886
52
Male
23,706
Divorced
2
Master's
null
22.093294
Rural
Basic
null
16
590
6
2023-01-10 15:21:39.216387
Good
Yes
Weekly
Condo
1,664
40,887
56
Female
56,905
Divorced
2
PhD
Unemployed
null
Rural
Premium
1
14
497
7
2023-10-16 15:21:39.181605
Poor
No
Weekly
Apartment
724
40,888
64
Female
471
Single
4
Bachelor's
Employed
36.637793
Suburban
Comprehensive
1
19
704
9
2022-05-09 15:21:39.155231
Good
No
Monthly
Condo
45
40,889
61
Male
11,349
Married
3
High School
null
25.270741
Rural
Premium
2
18
766
7
2024-05-23 15:21:39.101733
null
No
Monthly
House
148
40,890
36
Female
49,439
Single
0
Master's
Unemployed
null
Suburban
Basic
0
12
739
9
2023-02-11 15:21:39.168099
null
Yes
Daily
House
1,432
40,891
50
Female
29,062
null
4
PhD
Unemployed
25.2389
Rural
Comprehensive
1
14
310
3
2020-04-29 15:21:39.243823
Good
Yes
Rarely
Apartment
1,204
40,892
48
Female
12,580
Married
2
High School
Unemployed
24.955334
Suburban
Premium
null
15
607
3
2020-11-26 15:21:39.183598
Poor
Yes
Monthly
Apartment
273
40,893
20
Male
null
Single
2
PhD
Unemployed
11.202517
Urban
Basic
1
9
348
7
2023-06-30 15:21:39.165120
Good
No
Monthly
Condo
1,037
40,894
32
Female
9,210
Single
4
Bachelor's
null
26.845988
Urban
Premium
1
5
353
6
2022-01-14 15:21:39.274993
Poor
No
Monthly
Condo
1,879
40,895
61
Male
104,859
Married
2
Master's
null
41.081164
Rural
Comprehensive
2
15
667
3
2022-10-27 15:21:39.180553
Poor
Yes
Daily
Condo
2,155
40,896
53
Female
39,769
Single
4
PhD
null
null
Rural
Basic
null
2
775
2
2023-01-14 15:21:39.182597
Poor
No
Weekly
Condo
654
40,897
40
Male
43,901
Married
null
Master's
Employed
21.267928
Urban
Comprehensive
0
7
576
7
2022-08-21 15:21:39.092127
Good
No
Weekly
Condo
477
40,898
51
Female
11,791
Divorced
2
Bachelor's
null
49.470701
Urban
Comprehensive
null
1
568
5
2020-11-05 15:21:39.244069
Average
No
Monthly
Condo
675
40,899
39
Female
24,862
Divorced
0
High School
Unemployed
36.382499
Suburban
Basic
1
15
779
4
2023-05-07 15:21:39.276901
null
No
Rarely
Condo
861