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
1,164,700
51
Female
133,769
Married
4
PhD
Self-Employed
null
Rural
Comprehensive
0
19
772
8
2020-10-18 15:21:39.084065
Average
Yes
Weekly
House
2,063
1,164,701
31
Female
24,379
Married
2
High School
Self-Employed
11.547493
Suburban
Basic
2
17
823
3
2020-12-29 15:21:39.134960
Good
No
Rarely
Condo
846
1,164,702
41
Male
4,575
Married
4
High School
Self-Employed
36.244807
Urban
Premium
2
1
533
3
2020-09-13 15:21:39.261856
null
No
Rarely
Condo
1,218
1,164,703
57
Female
2,445
Married
3
Bachelor's
Self-Employed
45.373017
Rural
Comprehensive
null
5
326
8
2020-06-05 15:21:39.171102
Average
Yes
Monthly
Condo
541
1,164,704
23
Male
33,744
Divorced
4
Bachelor's
Employed
16.611377
Urban
Premium
0
10
537
2
2023-01-05 15:21:39.106582
Poor
Yes
Rarely
Condo
1,544
1,164,705
58
Female
120,878
Single
2
PhD
null
42.252374
Suburban
Comprehensive
0
12
332
4
2024-04-17 15:21:39.106582
Poor
No
Daily
House
1,230
1,164,706
37
Male
40,998
Single
2
Master's
null
11.207942
Suburban
Basic
2
3
372
6
2022-11-23 15:21:39.264504
null
No
Rarely
Condo
1,867
1,164,707
18
Male
50,589
Single
null
Master's
null
23.71263
Urban
Comprehensive
null
18
410
2
2024-01-04 15:21:39.155231
Poor
Yes
Weekly
Condo
220
1,164,708
45
Male
12,042
Divorced
3
Bachelor's
Unemployed
36.123628
Urban
Comprehensive
null
12
704
9
2024-03-04 15:21:39.131192
Good
Yes
Daily
House
1,484
1,164,709
58
Female
3,851
Married
1
PhD
Unemployed
6.764472
Rural
Premium
0
7
476
8
2020-05-21 15:21:39.082499
Average
Yes
Weekly
House
1,678
1,164,710
28
Female
2,829
Divorced
2
Master's
null
12.691233
Rural
Premium
2
19
720
8
2020-08-04 15:21:39.260856
Poor
Yes
Monthly
Apartment
1,640
1,164,711
56
Male
18,282
Divorced
4
PhD
Employed
25.281739
Urban
Premium
4
12
488
3
2023-01-28 15:21:39.254678
Poor
No
Rarely
Condo
478
1,164,712
null
Female
31,302
Married
3
PhD
Employed
35.356674
Urban
Comprehensive
0
13
613
5
2023-11-01 15:21:39.134960
Poor
No
Daily
Condo
31
1,164,713
46
Male
28,396
Single
2
Master's
Employed
6.81218
Urban
Comprehensive
0
7
487
2
2022-04-11 15:21:39.107553
Average
Yes
Rarely
Condo
390
1,164,714
50
Female
42,857
Married
3
Bachelor's
Self-Employed
24.890453
Suburban
Premium
1
1
537
4
2021-09-07 15:21:39.090124
Good
No
Rarely
Condo
650
1,164,715
null
Male
12,494
Married
1
Bachelor's
Self-Employed
19.173497
Suburban
Premium
null
19
691
6
2020-02-04 15:21:39.194829
Poor
Yes
Daily
House
2,917
1,164,716
33
Female
75,557
Single
null
Master's
Unemployed
35.826182
Suburban
Basic
null
8
478
5
2020-07-12 15:21:39.194829
Poor
No
Rarely
Condo
2,481
1,164,717
50
Male
80,772
Single
1
Master's
Unemployed
17.577814
Suburban
Basic
0
1
364
2
2019-10-20 15:21:39.143708
Good
No
Daily
Condo
1,071
1,164,718
52
Male
49,865
Divorced
0
Bachelor's
null
30.724512
Urban
Premium
0
12
308
5
2024-03-18 15:21:39.080440
Average
Yes
Rarely
House
662
1,164,719
44
Male
103,086
Divorced
2
Master's
Employed
11.796434
Suburban
Comprehensive
null
4
745
9
2021-09-03 15:21:39.236064
Good
Yes
Daily
Condo
81
1,164,720
37
Male
41,848
Divorced
2
High School
null
31.639605
Urban
Basic
1
8
589
7
2022-10-06 15:21:39.194829
Good
Yes
Rarely
Apartment
1,019
1,164,721
24
Male
1,258
Married
1
High School
Self-Employed
35.205624
Rural
Basic
2
14
353
2
2022-08-07 15:21:39.251142
Poor
Yes
Rarely
Condo
1,499
1,164,722
25
Male
38,103
Married
1
PhD
Unemployed
32.595945
Rural
Premium
1
18
657
9
2022-06-20 15:21:39.283783
null
Yes
Monthly
Apartment
479
1,164,723
39
Male
99,222
Married
3
PhD
Self-Employed
31.056506
Urban
Comprehensive
0
7
629
3
2023-09-12 15:21:39.254678
Good
No
Rarely
Apartment
305
1,164,724
18
Female
114,581
Married
0
Master's
Unemployed
7.895744
Urban
Premium
null
3
364
2
2020-05-25 15:21:39.276901
Poor
Yes
Monthly
House
2,903
1,164,725
39
Male
29,483
Divorced
1
High School
Unemployed
19.787213
Suburban
Comprehensive
1
7
null
4
2020-01-28 15:21:39.250151
Good
Yes
Daily
Condo
385
1,164,726
38
Male
5,933
Divorced
3
PhD
Self-Employed
4.719895
Urban
Basic
0
18
569
7
2021-07-24 15:21:39.093681
Poor
No
Daily
Apartment
668
1,164,727
62
Male
18,113
Married
4
PhD
null
null
Suburban
Premium
3
15
null
7
2024-06-29 15:21:39.126661
Good
No
Monthly
Condo
2,437
1,164,728
19
Male
30,804
Married
3
High School
Unemployed
19.584944
Urban
Comprehensive
0
18
847
9
2019-09-25 15:21:39.247098
Average
No
Monthly
Apartment
38
1,164,729
55
Male
43,884
Divorced
3
PhD
Unemployed
30.949665
Urban
Basic
null
14
661
8
2022-09-16 15:21:39.237118
Average
Yes
Rarely
Apartment
687
1,164,730
28
Male
57,303
Married
3
Master's
Self-Employed
22.558424
Urban
Premium
0
13
489
2
2022-12-08 15:21:39.198406
Good
Yes
Rarely
Condo
2,102
1,164,731
23
Male
18,377
Divorced
2
Bachelor's
null
null
Urban
Premium
null
13
703
2
2021-12-11 15:21:39.168099
null
No
Weekly
Apartment
2,264
1,164,732
37
Male
67,796
Divorced
3
High School
null
27.354981
Suburban
Basic
null
13
486
5
2021-03-19 15:21:39.218388
Poor
No
Daily
House
272
1,164,733
33
Male
9,086
Married
4
Master's
null
10.836962
Urban
Comprehensive
2
2
null
6
2020-01-15 15:21:39.146733
Poor
Yes
Rarely
Condo
1,728
1,164,734
34
Female
24,537
Divorced
null
Bachelor's
Unemployed
29.434314
Rural
Premium
0
15
null
2
2023-02-27 15:21:39.134960
Average
Yes
Weekly
Condo
816
1,164,735
33
Male
29,424
Married
0
Bachelor's
Self-Employed
21.735874
Urban
Premium
0
11
null
3
2022-11-28 15:21:39.116179
Poor
No
Rarely
House
359
1,164,736
30
Female
28,215
Divorced
1
PhD
Self-Employed
19.068122
Rural
Premium
0
12
613
7
2021-12-22 15:21:39.237118
Good
No
Daily
Condo
1,175
1,164,737
54
Male
30,214
Single
null
PhD
Unemployed
36.896919
Urban
Basic
1
3
601
1
2022-04-01 15:21:39.197445
null
Yes
Weekly
Condo
1,345
1,164,738
50
Female
2,586
Single
0
Master's
Self-Employed
17.099659
Urban
Premium
null
2
461
9
2023-03-17 15:21:39.165120
Poor
No
Monthly
House
491
1,164,739
39
Female
23,018
Married
2
Bachelor's
Employed
33.140978
Rural
Comprehensive
4
19
692
2
2021-10-07 15:21:39.116179
Good
No
Daily
Condo
362
1,164,740
59
Female
null
Divorced
3
High School
Self-Employed
28.206738
Suburban
Comprehensive
0
10
363
1
2023-01-22 15:21:39.272456
Average
No
Monthly
Apartment
893
1,164,741
41
Female
28,418
Married
3
Master's
Unemployed
18.091936
Rural
Comprehensive
1
9
796
5
2022-10-20 15:21:39.261856
Poor
No
Rarely
Apartment
1,511
1,164,742
58
Female
10,066
Single
0
High School
null
42.933803
Suburban
Premium
null
3
312
1
2021-02-10 15:21:39.120168
Good
No
Monthly
Apartment
1,322
1,164,743
19
Male
382
Married
1
High School
Employed
8.749078
Suburban
Basic
2
15
null
5
2024-01-21 15:21:39.290098
Poor
No
Monthly
House
880
1,164,744
27
Male
3,717
Single
0
PhD
Self-Employed
32.992602
Urban
Comprehensive
null
13
398
6
2020-12-17 15:21:39.105504
Good
Yes
Monthly
Apartment
1,764
1,164,745
25
Female
null
Single
3
Master's
null
11.015418
Urban
Basic
0
17
410
2
2023-12-13 15:21:39.181605
Average
Yes
Daily
Apartment
3,299
1,164,746
38
Female
84,564
Divorced
null
PhD
Employed
null
Rural
Comprehensive
1
15
454
7
2023-08-18 15:21:39.237118
Average
No
Weekly
Condo
819
1,164,747
56
Female
119
Divorced
null
Master's
null
39.394091
Rural
Premium
0
1
581
2
2021-05-21 15:21:39.094752
Good
No
Weekly
Condo
1,044
1,164,748
22
Male
100,976
Married
3
PhD
Self-Employed
37.908915
Rural
Premium
null
12
386
3
2022-05-24 15:21:39.231531
Average
No
Monthly
House
508
1,164,749
31
Male
10,125
Single
1
Bachelor's
Employed
34.982629
Rural
Comprehensive
null
16
685
6
2024-05-10 15:21:39.237118
Poor
Yes
Monthly
House
874
1,164,750
64
Female
14,486
Single
2
Bachelor's
null
5.719242
Rural
Comprehensive
1
2
462
5
2021-04-07 15:21:39.280784
Good
No
Daily
Condo
155
1,164,751
30
Female
2,864
Married
1
Master's
Employed
31.169949
Suburban
Comprehensive
null
4
673
1
2022-07-09 15:21:39.250151
Good
No
Monthly
Condo
2,145
1,164,752
31
Male
92,233
Married
0
PhD
Self-Employed
14.076448
Urban
Basic
1
8
423
4
2019-11-28 15:21:39.225916
Poor
No
Weekly
Apartment
446
1,164,753
63
Female
17,272
Divorced
2
PhD
Employed
12.076742
Rural
Basic
null
2
834
7
2021-07-11 15:21:39.237118
Poor
Yes
Weekly
House
1,076
1,164,754
45
Female
17,694
Single
2
Bachelor's
Employed
11.595064
Suburban
Premium
1
12
532
4
2020-02-15 15:21:39.177724
Poor
No
Monthly
House
1,422
1,164,755
51
Female
88,072
Single
4
PhD
Self-Employed
48.086792
Rural
Comprehensive
null
0
null
3
2022-11-08 15:21:39.261856
Average
No
Weekly
Apartment
393
1,164,756
31
Male
36,123
Married
2
Bachelor's
null
6.547625
Suburban
Comprehensive
3
2
456
9
2021-05-13 15:21:39.252145
Good
Yes
Rarely
Condo
1,118
1,164,757
21
Female
18,795
Divorced
1
High School
Self-Employed
16.017069
Rural
Premium
1
1
510
1
2023-09-22 15:21:39.111551
Poor
No
Weekly
Condo
901
1,164,758
46
Female
46,327
Married
3
Bachelor's
Self-Employed
9.835683
Urban
Premium
null
13
591
7
2023-01-11 15:21:39.134960
Good
No
Rarely
Condo
837
1,164,759
27
Female
93,865
Married
1
PhD
Employed
15.184851
Rural
Premium
2
6
507
8
2021-04-28 15:21:39.145732
Poor
No
Rarely
Apartment
1,288
1,164,760
32
Male
33,608
Divorced
0
Bachelor's
Self-Employed
36.452781
Suburban
Basic
1
12
626
2
2024-07-21 15:21:39.134960
Average
No
Weekly
House
1,439
1,164,761
53
Female
2,379
Divorced
3
PhD
null
9.867473
Urban
Comprehensive
0
19
782
5
2023-11-25 15:21:39.171102
Good
Yes
Rarely
Condo
29
1,164,762
51
Male
24,862
Single
4
High School
null
null
Suburban
Premium
null
15
784
6
2021-07-19 15:21:39.123711
Average
No
Rarely
Condo
612
1,164,763
29
Female
5,529
Single
2
PhD
Unemployed
20.692601
Rural
Comprehensive
null
13
589
4
2023-10-14 15:21:39.134960
Good
No
Daily
Condo
857
1,164,764
25
Male
23,456
Married
2
Master's
null
36.751824
Urban
Premium
null
2
739
9
2024-02-13 15:21:39.192212
Poor
Yes
Rarely
Condo
328
1,164,765
43
Male
4,814
Single
3
Bachelor's
Employed
45.162829
Suburban
Comprehensive
0
17
431
6
2022-12-27 15:21:39.124659
Average
No
Monthly
Apartment
1,236
1,164,766
49
Male
17,305
Single
2
Master's
Unemployed
null
Suburban
Premium
0
1
591
6
2023-10-04 15:21:39.143708
Poor
No
Weekly
Apartment
821
1,164,767
56
Female
133,185
Married
2
PhD
Self-Employed
17.495506
Suburban
Basic
1
12
632
9
2022-12-31 15:21:39.097737
Average
Yes
Weekly
Condo
351
1,164,768
null
Female
24,552
Single
4
PhD
Unemployed
16.412976
Rural
Comprehensive
1
7
498
1
2020-03-08 15:21:39.126661
Poor
Yes
Daily
Condo
3,246
1,164,769
62
Female
15,641
Single
1
PhD
Unemployed
37.289415
Suburban
Basic
1
13
null
8
2023-01-14 15:21:39.155231
Poor
No
Daily
House
1,881
1,164,770
39
Female
3,817
Divorced
4
Master's
null
8.717296
Rural
Comprehensive
2
7
514
1
2023-11-15 15:21:39.268507
Good
No
Monthly
House
223
1,164,771
54
Male
28,561
Divorced
4
PhD
null
5.353032
Suburban
Basic
0
11
341
3
2020-11-17 15:21:39.223901
Average
Yes
Daily
House
1,071
1,164,772
45
Male
138,904
Married
4
Bachelor's
Employed
null
Urban
Basic
1
14
null
9
2020-11-17 15:21:39.085129
Poor
Yes
Monthly
House
2,167
1,164,773
35
Male
38,982
Divorced
0
PhD
Self-Employed
null
Rural
Comprehensive
1
14
778
2
2024-08-06 15:21:39.107553
Good
Yes
Weekly
Apartment
881
1,164,774
32
Male
3,555
Divorced
3
Master's
Employed
27.381188
Rural
Basic
0
9
414
1
2022-10-31 15:21:39.080440
Average
No
Rarely
Condo
2,514
1,164,775
50
Male
31,723
Single
0
Master's
Unemployed
22.991255
Urban
Premium
2
13
711
9
2022-12-06 15:21:39.155231
Poor
No
Daily
Apartment
1,166
1,164,776
28
Male
37,878
Single
null
Bachelor's
Unemployed
32.99351
Urban
Comprehensive
null
11
835
5
2020-04-06 15:21:39.134960
Average
Yes
Rarely
House
1,161
1,164,777
51
Female
17,087
Divorced
1
PhD
Employed
21.267905
Suburban
Premium
0
9
515
2
2022-12-26 15:21:39.208842
Average
No
Rarely
House
832
1,164,778
40
Male
15,284
Single
0
Master's
null
30.694771
Urban
Basic
null
10
531
6
2023-02-14 15:21:39.155231
Average
Yes
Monthly
Condo
1,499
1,164,779
23
Female
39,698
Divorced
0
Bachelor's
Employed
7.979667
Urban
Comprehensive
1
3
692
4
2023-04-06 15:21:39.134960
Poor
No
Monthly
Apartment
782
1,164,780
34
Female
45,601
Married
1
Master's
Employed
4.907387
Rural
Comprehensive
1
9
519
3
2024-05-11 15:21:39.171102
Good
Yes
Monthly
Apartment
522
1,164,781
19
Female
17,190
Divorced
0
Bachelor's
Self-Employed
33.935817
Suburban
Comprehensive
1
0
639
9
2024-06-27 15:21:39.134960
Average
No
Rarely
Condo
790
1,164,782
57
Female
53,907
Single
1
Bachelor's
Unemployed
7.158888
Urban
Premium
null
7
694
4
2024-03-03 15:21:39.226954
Good
Yes
Rarely
Apartment
195
1,164,783
51
Female
939
Divorced
1
Master's
null
17.29786
Rural
Basic
0
2
794
8
2023-12-31 15:21:39.261856
Poor
Yes
Weekly
House
25
1,164,784
56
Female
28,307
Married
3
Bachelor's
null
48.245721
Rural
Comprehensive
1
1
761
9
2020-05-06 15:21:39.173834
Average
No
Weekly
House
30
1,164,785
39
Male
3,089
Married
0
High School
Employed
30.128736
Rural
Basic
2
19
616
2
2021-11-29 15:21:39.134960
Good
No
Rarely
Apartment
1,801
1,164,786
34
Female
35,239
Single
null
Bachelor's
Unemployed
30.494065
Suburban
Basic
0
10
658
8
2024-03-17 15:21:39.223901
Average
No
Daily
House
2,861
1,164,787
39
Male
18,094
Married
0
PhD
Unemployed
46.918276
Suburban
Comprehensive
null
0
783
3
2022-06-26 15:21:39.237118
Poor
Yes
Weekly
Apartment
929
1,164,788
63
Male
107,269
Married
4
Bachelor's
Unemployed
36.38987
Rural
Comprehensive
null
12
null
8
2020-12-10 15:21:39.082499
null
No
Monthly
Condo
285
1,164,789
64
Female
10,320
Divorced
2
Bachelor's
null
13.485544
Urban
Basic
null
12
662
8
2024-05-19 15:21:39.217387
Poor
No
Weekly
Condo
1,286
1,164,790
61
Female
3,431
Single
2
High School
Unemployed
36.883364
Urban
Comprehensive
1
15
null
4
2023-05-21 15:21:39.272456
null
No
Daily
Condo
587
1,164,791
38
Female
15,981
Single
4
PhD
Employed
45.079311
Urban
Basic
1
6
696
1
2022-01-13 15:21:39.146733
Poor
Yes
Monthly
Apartment
539
1,164,792
59
Male
14,073
Married
4
Master's
Employed
20.946143
Urban
Premium
1
8
746
2
2021-04-14 15:21:39.155231
Good
Yes
Monthly
Apartment
705
1,164,793
59
Female
43,412
Married
1
Master's
Self-Employed
24.84846
Urban
Premium
1
1
556
4
2021-12-11 15:21:39.202448
Good
No
Rarely
Apartment
696
1,164,794
50
Female
45,637
Divorced
0
Bachelor's
Self-Employed
24.97726
Rural
Basic
1
7
617
3
2021-05-19 15:21:39.187211
Average
No
Monthly
Apartment
790
1,164,795
24
Female
17,071
Married
1
High School
Unemployed
11.61992
Urban
Premium
null
13
801
8
2020-02-06 15:21:39.087123
Good
No
Rarely
House
1,069
1,164,796
24
Male
71,400
Divorced
0
High School
null
28.991867
Rural
Basic
null
7
416
7
2021-05-18 15:21:39.155231
Average
Yes
Rarely
House
833
1,164,797
29
Female
16,666
Single
0
Master's
Self-Employed
16.281876
Urban
Premium
1
8
729
8
2019-11-24 15:21:39.084065
Poor
Yes
Rarely
House
1,207
1,164,798
60
Female
95,525
Single
1
PhD
null
8.486788
Urban
Basic
null
11
466
7
2022-01-16 15:21:39.125660
Average
No
Monthly
Apartment
2,631
1,164,799
19
Male
739
Single
2
PhD
Employed
31.939443
Urban
Basic
null
16
451
3
2019-09-21 15:21:39.155231
Average
Yes
Rarely
Condo
996