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
1,170,700
20
Male
72,728
Divorced
4
Bachelor's
Employed
39.857943
Urban
Premium
1
11
662
9
2022-06-18 15:21:39.097737
null
No
Rarely
House
2,474
1,170,701
23
Female
103,612
Married
null
High School
Employed
13.936265
Suburban
Basic
2
6
697
5
2020-04-25 15:21:39.126661
Good
Yes
Rarely
Condo
2,414
1,170,702
39
Female
47,795
Married
0
PhD
null
49.164796
Rural
Basic
null
0
777
4
2019-12-04 15:21:39.155231
Good
Yes
Monthly
Condo
64
1,170,703
40
Female
37,485
Divorced
3
High School
Employed
null
Suburban
Basic
null
6
453
6
2022-03-05 15:21:39.148733
Good
Yes
Daily
Condo
792
1,170,704
45
Male
34,111
Single
3
PhD
null
29.443733
Rural
Premium
0
15
706
6
2023-12-12 15:21:39.130190
Poor
Yes
Monthly
House
956
1,170,705
22
Male
6,941
Single
3
Bachelor's
Employed
35.697965
Urban
Basic
0
2
824
4
2023-06-12 15:21:39.265513
Good
Yes
Daily
House
2,866
1,170,706
58
Female
18,688
Single
2
PhD
Employed
23.565915
Urban
Premium
0
11
703
8
2024-03-13 15:21:39.155231
Average
No
Daily
House
1,791
1,170,707
61
Male
null
Divorced
1
PhD
null
43.139927
Urban
Premium
3
12
452
2
2021-09-04 15:21:39.237118
Average
No
Weekly
Apartment
2,046
1,170,708
31
Female
70,720
Single
3
Bachelor's
null
26.329935
Rural
Basic
null
2
null
2
2023-02-16 15:21:39.247098
Good
No
Rarely
Condo
124
1,170,709
26
Female
34,768
Married
3
High School
Unemployed
29.812182
Rural
Comprehensive
0
3
699
2
2020-08-07 15:21:39.270454
Average
Yes
Daily
Condo
2,422
1,170,710
28
Female
2,815
Single
4
High School
null
30.818982
Suburban
Comprehensive
1
1
364
3
2024-05-28 15:21:39.155231
Good
No
Weekly
House
1,002
1,170,711
20
Female
6,919
Married
4
Master's
Self-Employed
14.068444
Suburban
Basic
null
2
520
3
2021-12-06 15:21:39.134960
Average
No
Monthly
Apartment
1,249
1,170,712
58
Male
17,979
Married
2
High School
null
50.363879
Rural
Comprehensive
null
5
698
4
2022-04-07 15:21:39.237118
Average
No
Rarely
Apartment
2,163
1,170,713
30
Male
2,594
Divorced
null
Bachelor's
null
25.547117
Suburban
Basic
2
16
604
3
2023-07-03 15:21:39.260856
Good
No
Rarely
House
659
1,170,714
24
Female
62,997
Single
4
Bachelor's
Self-Employed
null
Suburban
Premium
3
1
764
1
2020-11-02 15:21:39.204201
Poor
Yes
Monthly
Condo
2,886
1,170,715
44
Female
61,758
Married
1
PhD
Employed
32.098933
Suburban
Premium
0
0
686
3
2022-06-23 15:21:39.218388
null
No
Monthly
House
2,949
1,170,716
56
Female
43,429
Divorced
3
PhD
Self-Employed
7.692073
Rural
Basic
0
0
658
8
2021-05-07 15:21:39.273973
Good
No
Rarely
Apartment
719
1,170,717
55
Male
56,854
null
4
Bachelor's
null
29.154022
Rural
Basic
null
18
706
3
2022-12-30 15:21:39.276901
null
No
Rarely
Apartment
1,776
1,170,718
57
Female
7,093
Single
2
High School
Self-Employed
null
Rural
Comprehensive
2
3
561
7
2023-07-08 15:21:39.134960
Good
Yes
Monthly
House
1,542
1,170,719
59
Female
4,474
Single
2
Bachelor's
null
27.079456
Urban
Basic
1
2
null
9
2020-11-26 15:21:39.155231
Good
No
Daily
Apartment
41
1,170,720
28
Female
17,069
Single
1
Master's
Employed
13.956283
Rural
Premium
2
17
825
1
2021-02-03 15:21:39.192212
Good
Yes
Monthly
Condo
567
1,170,721
63
Male
21,315
Married
3
Master's
null
34.757623
Suburban
Basic
1
0
675
2
2021-11-07 15:21:39.131192
Good
Yes
Daily
House
970
1,170,722
36
Male
84,492
Single
3
PhD
Employed
52.652407
Urban
Comprehensive
1
17
511
4
2020-10-15 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,489
1,170,723
34
Male
71,488
Divorced
1
PhD
Self-Employed
16.569306
Urban
Basic
1
15
556
1
2021-06-04 15:21:39.247098
Poor
Yes
Daily
Apartment
419
1,170,724
60
Male
146,329
Divorced
4
PhD
Employed
19.749608
Rural
Comprehensive
null
7
463
1
2020-09-17 15:21:39.172097
Poor
Yes
Monthly
Apartment
81
1,170,725
38
Female
789
Single
null
PhD
null
21.555126
Rural
Premium
2
3
355
6
2024-02-22 15:21:39.289099
Good
No
Monthly
Apartment
1,678
1,170,726
36
Female
11,114
Divorced
1
High School
null
15.947242
Urban
Basic
null
12
835
2
2024-06-24 15:21:39.183598
Average
Yes
Daily
Apartment
586
1,170,727
50
Female
42,118
Single
3
Bachelor's
null
9.859433
Suburban
Comprehensive
2
16
306
3
2023-04-29 15:21:39.155231
null
No
Monthly
Condo
2,036
1,170,728
54
Male
58,306
Single
null
High School
Unemployed
44.892801
Suburban
Basic
1
12
448
9
2020-06-24 15:21:39.126661
null
No
Rarely
Condo
97
1,170,729
47
Female
24,155
Married
4
High School
Self-Employed
40.704203
Urban
Basic
null
18
740
1
2022-05-22 15:21:39.155231
Good
Yes
Daily
Apartment
1,455
1,170,730
63
Female
16,386
Single
1
Master's
Unemployed
30.486472
Rural
Basic
1
6
847
7
2020-01-31 15:21:39.192212
Good
Yes
Monthly
Condo
1,471
1,170,731
58
Female
35,200
Divorced
3
Master's
null
42.314577
Rural
Comprehensive
1
17
433
8
2023-03-04 15:21:39.254678
Average
Yes
Monthly
Apartment
4,870
1,170,732
27
Female
79,829
Single
3
PhD
null
12.772224
Suburban
Basic
2
1
638
2
2021-03-28 15:21:39.134960
Average
Yes
Weekly
House
23
1,170,733
60
Male
20,348
Married
0
Master's
Unemployed
25.652613
Urban
Comprehensive
0
3
514
9
2024-06-24 15:21:39.221386
Average
Yes
Rarely
Apartment
396
1,170,734
53
Male
898
Divorced
2
Master's
Unemployed
14.79185
Rural
Basic
1
5
548
9
2023-01-13 15:21:39.251142
Average
Yes
Weekly
Apartment
3,047
1,170,735
26
Female
27,983
Single
2
PhD
Employed
24.367776
Rural
Premium
1
11
null
8
2023-03-09 15:21:39.182597
Good
No
Daily
Condo
675
1,170,736
64
Female
26,480
Single
3
PhD
Employed
11.84911
Suburban
Comprehensive
1
17
782
7
2024-02-24 15:21:39.194829
Average
No
Monthly
House
264
1,170,737
60
Female
11,571
Single
3
Master's
Unemployed
48.973246
Suburban
Basic
null
0
559
2
2023-08-03 15:21:39.120168
Poor
Yes
Rarely
House
446
1,170,738
64
Female
14,091
Married
3
Master's
Unemployed
5.372716
Rural
Premium
0
15
591
9
2019-08-20 15:21:39.175719
Good
No
Weekly
House
656
1,170,739
63
Female
2,369
Married
2
Master's
Self-Employed
15.984408
Urban
Premium
1
6
469
9
2020-08-09 15:21:39.147735
Poor
Yes
Rarely
Condo
79
1,170,740
54
Male
14,079
Single
2
Bachelor's
Unemployed
23.965948
Suburban
Premium
0
15
317
8
2020-09-16 15:21:39.134960
Average
Yes
Rarely
Condo
476
1,170,741
null
Female
26,246
Single
0
Master's
Unemployed
18.927694
Rural
Comprehensive
null
0
null
1
2019-12-04 15:21:39.132191
Average
Yes
Monthly
Condo
2,811
1,170,742
48
Male
12,093
Married
0
High School
Unemployed
16.568915
Urban
Comprehensive
null
16
null
8
2020-06-25 15:21:39.134960
Poor
Yes
Daily
Condo
704
1,170,743
33
Male
25,776
Single
2
Master's
Unemployed
34.919373
Urban
Basic
null
16
685
4
2023-11-29 15:21:39.286113
Average
Yes
Monthly
House
1,086
1,170,744
38
Female
56,464
Divorced
4
Bachelor's
Self-Employed
14.687976
Suburban
Basic
null
11
802
5
2020-09-01 15:21:39.093681
Average
No
Rarely
Apartment
112
1,170,745
59
Female
1,358
Single
4
High School
null
45.547391
Rural
Basic
0
12
525
1
2021-04-08 15:21:39.155231
null
Yes
Rarely
House
1,216
1,170,746
52
Male
38,651
Single
4
Master's
Self-Employed
27.282823
Suburban
Basic
1
6
null
5
2020-01-11 15:21:39.198406
Good
Yes
Daily
Condo
1,603
1,170,747
55
Male
16,077
Divorced
0
Master's
Employed
45.958894
Urban
Basic
1
14
806
4
2023-07-23 15:21:39.208842
Average
Yes
Weekly
Apartment
492
1,170,748
39
Male
null
Divorced
4
Master's
Employed
25.812203
Suburban
Comprehensive
null
1
424
5
2023-10-05 15:21:39.134960
Poor
No
Rarely
Apartment
1,209
1,170,749
44
Male
1,217
Married
2
PhD
Employed
36.281165
Urban
Premium
0
11
null
6
2023-10-05 15:21:39.252145
Poor
No
Rarely
House
394
1,170,750
48
Female
58,857
Divorced
1
High School
null
18.872203
Suburban
Basic
null
2
391
2
2024-04-05 15:21:39.149731
Good
Yes
Monthly
Condo
646
1,170,751
62
Male
45,287
Married
0
PhD
Unemployed
16.86598
Suburban
Comprehensive
0
17
null
3
2023-02-22 15:21:39.188220
Average
Yes
Rarely
Apartment
1,874
1,170,752
43
Male
926
Married
2
High School
Employed
19.6777
Suburban
Basic
1
12
461
7
2020-05-24 15:21:39.134960
Poor
No
Rarely
House
115
1,170,753
63
Female
63,691
Divorced
0
Bachelor's
Self-Employed
11.551803
Urban
Premium
0
18
508
3
2021-09-16 15:21:39.202448
Poor
Yes
Rarely
House
2,160
1,170,754
43
Male
62,087
Divorced
null
Master's
null
21.009564
Urban
Comprehensive
null
0
475
3
2023-12-11 15:21:39.155231
Poor
No
Monthly
Apartment
220
1,170,755
46
Female
2,683
Married
4
Bachelor's
Self-Employed
null
Rural
Premium
0
7
718
5
2021-04-15 15:21:39.175719
Average
No
Weekly
Apartment
49
1,170,756
19
Female
29,062
Divorced
3
Master's
Unemployed
33.929167
Urban
Comprehensive
1
1
758
7
2023-04-10 15:21:39.283783
Good
No
Daily
House
1,370
1,170,757
62
Female
62,484
Married
4
PhD
Unemployed
52.236846
Suburban
Comprehensive
null
15
762
4
2020-04-05 15:21:39.089116
Good
No
Rarely
House
554
1,170,758
47
Female
96,427
Married
3
High School
null
15.912155
Suburban
Basic
null
2
398
4
2023-03-25 15:21:39.266452
Poor
Yes
Monthly
House
784
1,170,759
60
Female
15,556
Divorced
0
PhD
Unemployed
26.926281
Suburban
Premium
0
18
833
8
2021-08-08 15:21:39.106582
Good
Yes
Daily
Apartment
1,590
1,170,760
29
Female
4,031
Divorced
4
Bachelor's
Unemployed
16.361839
Urban
Premium
1
2
467
7
2024-03-07 15:21:39.131192
Average
No
Daily
House
1,629
1,170,761
21
Male
35,498
Single
0
High School
null
17.542518
Urban
Comprehensive
0
6
null
5
2024-01-18 15:21:39.096739
null
Yes
Daily
House
711
1,170,762
63
Male
12,984
Divorced
3
Bachelor's
null
21.856179
Rural
Comprehensive
1
14
596
4
2021-01-13 15:21:39.237118
Average
No
Weekly
Condo
629
1,170,763
42
Female
93,495
Divorced
3
PhD
Employed
32.615916
Rural
Premium
2
7
417
4
2020-01-21 15:21:39.185215
null
Yes
Weekly
House
2,387
1,170,764
54
Male
2,926
Divorced
0
PhD
Employed
34.890836
Urban
Basic
1
16
null
6
2020-12-28 15:21:39.134960
Average
No
Daily
Apartment
48
1,170,765
21
Female
28,886
Single
3
PhD
null
23.786913
Urban
Basic
0
3
447
6
2024-03-11 15:21:39.196387
Good
Yes
Monthly
Condo
612
1,170,766
29
Male
20,659
Divorced
4
Bachelor's
null
13.890662
Rural
Comprehensive
1
13
null
8
2023-02-13 15:21:39.134960
Average
No
Monthly
Condo
871
1,170,767
22
Male
1,788
Married
null
Master's
Self-Employed
43.813121
Suburban
Premium
1
18
785
7
2022-03-20 15:21:39.103944
Good
No
Rarely
Apartment
2,073
1,170,768
47
Male
1,299
Single
0
Bachelor's
Unemployed
28.603465
Urban
Premium
2
17
828
8
2023-05-05 15:21:39.192212
Poor
No
Weekly
House
1,122
1,170,769
35
Male
54,801
Single
3
Master's
null
7.564408
Rural
Basic
2
1
316
2
2020-07-23 15:21:39.263607
Average
Yes
Weekly
Condo
1,518
1,170,770
19
Male
8,670
Divorced
0
Bachelor's
Employed
14.887721
Suburban
Comprehensive
null
7
374
8
2021-12-16 15:21:39.167099
Poor
Yes
Weekly
Condo
1,327
1,170,771
36
Female
28,961
Single
null
High School
Unemployed
21.965246
Rural
Premium
0
8
658
7
2024-07-11 15:21:39.237118
Poor
Yes
Weekly
House
491
1,170,772
33
Male
515
Divorced
3
Bachelor's
Employed
null
Suburban
Basic
1
9
null
4
2022-09-09 15:21:39.173834
Average
No
Daily
Condo
837
1,170,773
40
Male
38,383
Divorced
1
Bachelor's
null
39.944766
Urban
Premium
null
12
457
3
2023-07-03 15:21:39.129190
Good
No
Weekly
Condo
546
1,170,774
54
Male
20,912
Divorced
2
Master's
Unemployed
46.428619
Suburban
Basic
2
17
578
2
2022-04-27 15:21:39.155231
Good
Yes
Monthly
Apartment
912
1,170,775
59
Male
20,897
Married
0
High School
Employed
28.9984
Rural
Comprehensive
1
11
null
4
2023-04-28 15:21:39.194829
Good
Yes
Daily
House
1,727
1,170,776
28
Male
24,753
Divorced
0
Master's
Unemployed
47.271337
Urban
Premium
0
16
827
6
2023-11-02 15:21:39.134960
Poor
No
Daily
Condo
746
1,170,777
20
Male
6,927
Divorced
4
Master's
null
44.065295
Rural
Premium
0
11
692
6
2021-08-27 15:21:39.155231
null
Yes
Rarely
Apartment
1,207
1,170,778
60
Male
13,991
Single
4
Master's
Self-Employed
22.486478
Suburban
Premium
4
2
null
4
2024-06-30 15:21:39.102694
Poor
Yes
Weekly
Condo
1,401
1,170,779
41
Female
25,351
Married
3
High School
Employed
40.104989
Rural
Comprehensive
1
12
769
5
2022-07-05 15:21:39.194829
Good
Yes
Rarely
Apartment
282
1,170,780
null
Male
31,945
Married
1
PhD
Employed
45.062344
Suburban
Comprehensive
null
9
529
4
2021-07-17 15:21:39.172097
Good
No
Weekly
House
317
1,170,781
42
Female
18,340
Married
4
High School
null
12.543159
Rural
Basic
0
13
695
6
2021-07-02 15:21:39.166062
Poor
Yes
Daily
Apartment
110
1,170,782
21
Male
22,161
Married
1
Bachelor's
Self-Employed
8.622916
Suburban
Comprehensive
2
6
446
8
2020-08-09 15:21:39.192212
Average
No
Monthly
Condo
727
1,170,783
58
Male
23,984
Single
1
PhD
null
null
Urban
Comprehensive
1
2
836
5
2023-05-01 15:21:39.192212
Good
Yes
Daily
Apartment
527
1,170,784
45
Female
68,891
Divorced
0
Master's
Unemployed
15.056467
Urban
Comprehensive
0
4
454
6
2024-07-15 15:21:39.193945
Average
Yes
Weekly
Apartment
2,320
1,170,785
33
Female
7,092
Single
4
High School
null
18.692064
Suburban
Basic
1
17
null
1
2023-04-09 15:21:39.268507
null
Yes
Daily
House
1,466
1,170,786
31
Female
11,459
Single
null
High School
null
41.818097
Rural
Comprehensive
1
7
541
1
2021-07-29 15:21:39.188220
Poor
Yes
Weekly
Apartment
186
1,170,787
45
Female
5,930
Married
2
Master's
Employed
34.290943
Urban
Premium
1
12
832
8
2021-12-28 15:21:39.151732
Poor
No
Rarely
Condo
564
1,170,788
30
Male
6,092
Single
0
Bachelor's
Self-Employed
40.008541
Suburban
Premium
null
7
633
2
2023-01-04 15:21:39.134960
Average
No
Weekly
House
1,216
1,170,789
48
Male
6,940
Single
null
PhD
Self-Employed
26.098433
Urban
Basic
null
12
757
9
2024-07-16 15:21:39.149731
Average
Yes
Daily
Apartment
965
1,170,790
63
Female
26,259
Divorced
null
Bachelor's
null
27.128711
Rural
Basic
null
2
326
7
2023-07-04 15:21:39.217387
Average
No
Weekly
Condo
814
1,170,791
25
Male
44,729
Married
2
Master's
Unemployed
16.829591
Suburban
Comprehensive
2
12
null
7
2023-04-22 15:21:39.134960
Poor
Yes
Monthly
Apartment
761
1,170,792
27
Male
3,255
Divorced
1
Master's
Employed
10.392686
Urban
Comprehensive
3
12
607
4
2022-03-29 15:21:39.092127
Good
No
Monthly
Apartment
798
1,170,793
null
Male
58,212
Married
null
High School
null
5.726356
Suburban
Premium
null
10
534
4
2022-05-28 15:21:39.248098
Average
Yes
Daily
Apartment
365
1,170,794
55
Male
72,694
null
2
Master's
Employed
29.759838
Rural
Premium
1
11
null
3
2021-09-16 15:21:39.194829
Good
Yes
Daily
House
36
1,170,795
40
Female
30,981
Single
0
Bachelor's
Self-Employed
23.868592
Suburban
Basic
null
17
791
6
2021-02-10 15:21:39.130190
Good
Yes
Weekly
House
1,219
1,170,796
60
Male
109,529
Divorced
0
Bachelor's
Employed
38.196902
Rural
Premium
0
9
793
3
2019-12-26 15:21:39.155231
Poor
Yes
Monthly
Apartment
2,213
1,170,797
53
Male
4,514
Single
4
PhD
Employed
null
Suburban
Comprehensive
null
8
818
8
2021-01-18 15:21:39.087123
Average
Yes
Daily
Condo
588
1,170,798
61
Female
37,374
Single
2
Master's
Self-Employed
53.67348
Suburban
Comprehensive
2
14
553
8
2022-04-22 15:21:39.218388
Good
Yes
Daily
Apartment
459
1,170,799
26
Female
16,752
Divorced
0
High School
Unemployed
4.26269
Suburban
Basic
null
14
828
7
2023-01-31 15:21:39.109552
Good
Yes
Weekly
Condo
452