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
32,600
46
Female
27,105
Married
3
PhD
null
25.823374
Rural
Premium
1
17
652
4
2023-03-22 15:21:39.268507
Average
No
Weekly
Condo
1,176
32,601
64
Female
null
Single
4
Bachelor's
Employed
46.281604
Urban
Basic
1
14
377
3
2021-10-22 15:21:39.181605
Average
Yes
Weekly
House
549
32,602
59
Male
51,476
Married
4
High School
Unemployed
null
Urban
Comprehensive
1
11
null
6
2022-06-29 15:21:39.155231
Poor
Yes
Weekly
Apartment
110
32,603
41
Female
129,950
Married
0
Master's
Employed
6.643432
Rural
Premium
2
5
583
3
2023-01-26 15:21:39.164044
Good
Yes
Rarely
Condo
38
32,604
42
Male
16,962
Divorced
1
High School
Self-Employed
4.882682
Urban
Premium
1
16
347
7
2020-03-19 15:21:39.245086
Good
No
Rarely
House
739
32,605
42
Female
116,874
null
2
Master's
null
13.068404
Suburban
Comprehensive
1
4
607
1
2019-09-02 15:21:39.186212
Poor
No
Rarely
House
191
32,606
35
Male
16,096
Divorced
4
Bachelor's
null
34.051021
Suburban
Premium
2
11
673
5
2020-07-30 15:21:39.268507
Good
Yes
Rarely
Condo
739
32,607
60
Female
14,839
Married
4
PhD
Unemployed
36.307895
Rural
Basic
2
18
713
6
2023-03-29 15:21:39.245086
null
Yes
Weekly
Condo
516
32,608
54
Female
111,228
Divorced
null
PhD
Unemployed
33.715168
Suburban
Basic
3
19
756
3
2021-09-20 15:21:39.121169
Average
Yes
Rarely
House
45
32,609
49
Female
124,725
Single
4
High School
Self-Employed
22.244579
Rural
Basic
2
5
687
3
2020-05-18 15:21:39.148733
Average
Yes
Weekly
Apartment
3,347
32,610
23
Female
62,671
Married
1
High School
Employed
15.061702
Rural
Basic
1
8
371
2
2019-08-21 15:21:39.155231
Average
No
Monthly
House
562
32,611
28
Female
80,961
Married
2
Bachelor's
Unemployed
40.291352
Rural
Comprehensive
3
15
435
4
2019-11-21 15:21:39.105504
Average
No
Monthly
House
1,582
32,612
30
Male
null
Married
2
Bachelor's
Self-Employed
37.444474
Suburban
Premium
null
12
551
2
2023-08-22 15:21:39.179186
Good
Yes
Monthly
House
335
32,613
61
Female
6,072
Single
0
High School
null
28.694049
Rural
Premium
0
5
582
6
2021-01-10 15:21:39.172097
Good
No
Rarely
Apartment
461
32,614
59
Male
23,603
Married
null
High School
Self-Employed
null
Urban
Basic
null
5
715
1
2019-10-05 15:21:39.277975
Average
Yes
Monthly
Condo
2,226
32,615
32
Female
14,894
Single
3
PhD
Unemployed
34.945284
Urban
Comprehensive
0
5
666
2
2023-01-05 15:21:39.261856
null
Yes
Daily
Condo
1,206
32,616
33
Male
2,833
Single
null
High School
Unemployed
11.54739
Rural
Premium
2
13
587
4
2022-02-23 15:21:39.253660
null
No
Weekly
Apartment
524
32,617
53
Female
35,357
Single
4
Master's
Employed
32.447967
Urban
Comprehensive
1
9
null
5
2020-11-12 15:21:39.206847
Average
No
Rarely
Apartment
2,930
32,618
58
Female
43,413
Single
null
Master's
null
37.17593
Suburban
Basic
2
8
743
7
2022-07-11 15:21:39.218388
Good
No
Daily
Apartment
115
32,619
58
Male
149,819
Divorced
1
PhD
null
null
Urban
Basic
1
17
392
3
2024-05-25 15:21:39.129190
Average
Yes
Monthly
Apartment
2,655
32,620
60
Male
4,749
Married
null
Master's
Self-Employed
39.888523
Rural
Premium
1
7
454
1
2024-04-24 15:21:39.148733
Average
No
Weekly
Apartment
1,273
32,621
null
Male
26,882
Divorced
1
Bachelor's
Employed
33.711373
Rural
Premium
0
10
806
8
2023-12-23 15:21:39.084065
Poor
No
Daily
Apartment
1,358
32,622
64
Female
null
Single
1
Bachelor's
Unemployed
40.339745
Rural
Premium
null
2
726
1
2024-01-13 15:21:39.092127
Average
No
Weekly
Apartment
134
32,623
null
Female
3,674
Divorced
1
Master's
Unemployed
27.492781
Rural
Premium
1
8
315
5
2024-04-05 15:21:39.085129
Good
Yes
Daily
Condo
783
32,624
50
Female
17,183
Divorced
null
High School
Self-Employed
33.39215
Suburban
Comprehensive
0
1
null
8
2024-08-12 15:21:39.131192
Good
No
Weekly
Apartment
1,074
32,625
42
Male
25,400
Married
2
Master's
Employed
27.079827
Urban
Comprehensive
null
14
null
3
2024-04-17 15:21:39.155231
Poor
No
Weekly
Condo
629
32,626
25
Female
142,987
Single
1
Bachelor's
null
6.019471
Urban
Basic
0
17
336
5
2024-05-23 15:21:39.082499
Good
Yes
Weekly
House
925
32,627
18
Female
1,328
Divorced
2
High School
Self-Employed
9.55589
Suburban
Basic
null
11
456
8
2024-07-13 15:21:39.175719
Good
No
Weekly
House
1,726
32,628
32
Female
37,881
Married
null
Bachelor's
Employed
12.620541
Urban
Basic
1
17
689
2
2019-10-06 15:21:39.221386
Poor
No
Monthly
Condo
1,044
32,629
33
Female
24,284
Single
2
Bachelor's
null
null
Rural
Basic
0
12
634
5
2024-07-26 15:21:39.224915
Average
No
Weekly
Apartment
1,312
32,630
64
Female
25,602
Single
2
High School
Self-Employed
7.35135
Rural
Premium
1
0
613
6
2024-02-17 15:21:39.237118
null
Yes
Weekly
Apartment
1,581
32,631
24
Female
9,071
Married
1
High School
null
36.724778
Rural
Basic
2
1
581
2
2023-06-08 15:21:39.134960
Average
No
Weekly
Apartment
1,799
32,632
64
Female
null
Divorced
1
High School
Employed
30.879273
Suburban
Premium
null
12
468
4
2024-07-03 15:21:39.080440
Good
No
Daily
Condo
284
32,633
26
Female
52,778
Divorced
3
High School
Self-Employed
null
Rural
Comprehensive
0
17
725
9
2024-06-03 15:21:39.134960
Poor
Yes
Rarely
House
2,525
32,634
23
Female
87,958
Single
3
Master's
Unemployed
20.33053
Rural
Comprehensive
null
13
597
9
2020-05-31 15:21:39.289099
Average
No
Rarely
Condo
99
32,635
43
Male
null
Divorced
4
Bachelor's
Self-Employed
31.744743
Urban
Premium
null
4
308
5
2020-11-09 15:21:39.191219
Average
Yes
Daily
Apartment
33
32,636
40
Male
38,718
Divorced
1
PhD
null
19.976071
Rural
Premium
null
18
659
1
2022-07-19 15:21:39.250151
Average
No
Weekly
Apartment
518
32,637
21
Male
10,595
Single
1
PhD
Employed
17.86719
Urban
Comprehensive
0
11
393
6
2021-11-09 15:21:39.107553
Poor
Yes
Monthly
House
39
32,638
41
Male
1,269
Divorced
null
High School
Employed
36.856271
Suburban
Premium
2
7
551
3
2023-03-07 15:21:39.155231
Good
No
Rarely
Apartment
669
32,639
63
Female
35,759
Divorced
0
Bachelor's
null
15.012478
Suburban
Basic
1
2
null
3
2021-03-06 15:21:39.149731
Good
Yes
Weekly
Condo
1,317
32,640
41
Male
15,963
Divorced
4
High School
null
25.983911
Suburban
Premium
0
5
553
8
2021-10-19 15:21:39.194829
Good
Yes
Monthly
House
28
32,641
35
Female
29,095
Divorced
3
PhD
Employed
43.737943
Rural
Premium
0
4
661
9
2020-06-30 15:21:39.222387
Average
Yes
Daily
Apartment
651
32,642
27
Female
10,198
Single
1
High School
Unemployed
24.625971
Suburban
Comprehensive
0
0
791
4
2023-02-20 15:21:39.264504
Good
Yes
Weekly
Condo
2,453
32,643
50
Male
101,914
Divorced
0
High School
Unemployed
23.935005
Rural
Premium
0
4
null
7
2020-04-20 15:21:39.237118
Good
No
Monthly
House
224
32,644
47
Female
15,556
Single
1
Bachelor's
Unemployed
17.01109
Suburban
Comprehensive
1
17
718
1
2022-01-20 15:21:39.107553
Average
No
Monthly
Apartment
1,257
32,645
60
Male
19,058
Married
1
PhD
Unemployed
41.146446
Rural
Comprehensive
1
14
581
6
2023-07-23 15:21:39.084065
Good
Yes
Daily
Apartment
527
32,646
18
Female
915
Married
3
PhD
Self-Employed
44.914144
Rural
Premium
1
7
481
2
2024-03-03 15:21:39.134960
Good
Yes
Weekly
House
734
32,647
19
Male
71,882
Married
2
Master's
Unemployed
49.845399
Suburban
Premium
3
13
468
2
2020-03-01 15:21:39.288099
Poor
No
Daily
Apartment
833
32,648
43
Male
15,416
Single
1
PhD
Employed
15.928658
Rural
Comprehensive
1
1
null
3
2021-06-09 15:21:39.273454
Poor
Yes
Monthly
Apartment
314
32,649
54
Female
5,037
Single
1
PhD
Employed
26.012706
Suburban
Comprehensive
1
18
391
4
2023-07-05 15:21:39.167099
Average
No
Monthly
House
1,510
32,650
56
Female
17,140
Married
4
Bachelor's
Unemployed
23.859318
Urban
Basic
1
12
766
7
2023-07-13 15:21:39.176717
Good
Yes
Rarely
Condo
668
32,651
41
Female
26,953
Single
2
High School
Employed
30.252996
Rural
Comprehensive
1
17
560
3
2020-01-01 15:21:39.081504
Poor
No
Monthly
Condo
742
32,652
22
Male
69,180
Married
3
High School
Employed
34.663007
Urban
Comprehensive
0
0
443
4
2024-06-26 15:21:39.090124
Good
No
Monthly
Apartment
1,387
32,653
46
Male
14,079
Single
4
Master's
Employed
21.723564
Urban
Premium
null
11
623
5
2020-09-23 15:21:39.230483
Average
No
Rarely
House
1,204
32,654
24
Female
42,970
Divorced
1
Bachelor's
Self-Employed
12.981733
Urban
Premium
null
17
571
8
2020-10-31 15:21:39.177724
Good
Yes
Rarely
House
901
32,655
48
Male
29,460
Single
4
High School
null
34.180576
Rural
Premium
null
14
622
6
2019-09-27 15:21:39.094752
Average
Yes
Rarely
House
1,101
32,656
43
Female
69,542
Single
4
High School
null
26.049301
Urban
Basic
2
5
380
7
2021-06-14 15:21:39.283783
Poor
Yes
Weekly
Condo
852
32,657
39
Male
15,556
Single
2
Master's
Unemployed
21.564319
Suburban
Comprehensive
null
17
689
6
2023-05-10 15:21:39.194829
Good
No
Rarely
Condo
581
32,658
26
Male
69,411
Married
3
Master's
Self-Employed
23.067253
Suburban
Comprehensive
0
4
748
9
2020-08-31 15:21:39.271453
Poor
No
Weekly
House
359
32,659
58
Male
16,928
Single
3
Bachelor's
null
33.438467
Rural
Basic
2
3
657
5
2021-01-04 15:21:39.096739
Average
Yes
Monthly
House
169
32,660
30
Male
478
Married
0
PhD
null
9.992807
Rural
Basic
0
0
393
6
2024-02-26 15:21:39.189223
Poor
No
Weekly
Condo
2,901
32,661
32
Male
43,642
Single
4
Bachelor's
Self-Employed
22.827552
Suburban
Comprehensive
0
5
752
7
2020-06-09 15:21:39.226954
Poor
Yes
Daily
Condo
489
32,662
45
Male
20,260
Married
4
High School
Self-Employed
3.371742
Rural
Premium
0
6
468
1
2022-08-10 15:21:39.155231
Good
No
Monthly
House
929
32,663
41
Male
23,151
Single
1
Master's
Employed
9.988649
Rural
Comprehensive
1
5
789
4
2021-03-20 15:21:39.237118
Poor
Yes
Daily
Apartment
1,569
32,664
62
Male
24,963
Divorced
2
PhD
Unemployed
19.247928
Rural
Comprehensive
1
1
658
8
2022-02-02 15:21:39.263607
Good
No
Monthly
House
30
32,665
43
Female
1,599
Married
0
High School
Unemployed
45.520858
Rural
Comprehensive
0
2
493
3
2021-05-16 15:21:39.246098
Poor
Yes
Rarely
House
526
32,666
51
Male
11,987
Divorced
null
High School
Employed
19.772886
Suburban
Comprehensive
0
5
470
5
2024-08-14 15:21:39.196387
Poor
Yes
Monthly
Apartment
2,385
32,667
62
Female
44,226
Divorced
0
Master's
Self-Employed
28.120127
Suburban
Basic
null
17
494
4
2022-01-05 15:21:39.216387
Poor
No
Rarely
Condo
709
32,668
47
Male
39,766
Divorced
0
High School
null
28.545865
Suburban
Basic
1
1
821
6
2020-05-04 15:21:39.132191
Poor
No
Weekly
Condo
562
32,669
44
Male
107,741
Married
0
Bachelor's
Self-Employed
26.007425
Urban
Premium
null
11
314
3
2021-08-06 15:21:39.231531
Good
Yes
Rarely
House
98
32,670
18
Male
null
Married
1
Bachelor's
Unemployed
53.078847
Suburban
Comprehensive
0
18
648
7
2021-03-12 15:21:39.119168
Poor
Yes
Monthly
Condo
739
32,671
31
Male
838
Divorced
4
Bachelor's
Self-Employed
14.888417
Urban
Basic
0
1
551
6
2023-12-10 15:21:39.289099
Poor
Yes
Daily
House
381
32,672
21
Male
16,076
Married
0
High School
Unemployed
17.01857
Rural
Basic
2
2
713
4
2020-04-17 15:21:39.143708
Poor
No
Weekly
House
934
32,673
48
Male
29,368
Married
3
Master's
Unemployed
22.051914
Urban
Basic
2
14
438
5
2021-08-25 15:21:39.155231
Poor
Yes
Monthly
House
668
32,674
35
Male
17,091
Single
0
Master's
Self-Employed
25.73723
Suburban
Comprehensive
1
5
null
9
2021-04-06 15:21:39.182597
Poor
Yes
Monthly
Apartment
1,215
32,675
55
Female
44,302
Married
2
Bachelor's
Employed
19.245858
Rural
Premium
1
14
446
1
2019-11-10 15:21:39.258696
Good
No
Monthly
Apartment
1,335
32,676
52
Female
4,975
Married
null
PhD
Employed
40.935632
Suburban
Comprehensive
0
7
491
9
2022-02-22 15:21:39.132191
Poor
No
Rarely
Apartment
2,904
32,677
22
Male
3,062
Married
2
Bachelor's
Self-Employed
48.266815
Suburban
Premium
0
6
806
2
2022-07-17 15:21:39.236064
Average
Yes
Daily
House
130
32,678
63
Female
24,223
Married
3
Master's
Unemployed
51.834001
Rural
Basic
1
15
758
3
2021-04-14 15:21:39.168099
Average
No
Weekly
Condo
585
32,679
57
Male
24,266
Single
1
Bachelor's
Self-Employed
18.552287
Rural
Basic
2
9
550
7
2023-04-09 15:21:39.155231
Poor
No
Weekly
Apartment
932
32,680
53
Female
2,032
Divorced
null
High School
Employed
13.382205
Suburban
Comprehensive
1
8
768
3
2019-09-26 15:21:39.164044
null
Yes
Daily
Condo
832
32,681
46
Male
26,897
Married
null
PhD
Self-Employed
null
Urban
Comprehensive
null
10
585
8
2021-10-15 15:21:39.180553
Poor
Yes
Rarely
Apartment
675
32,682
55
Female
12,012
Divorced
3
Bachelor's
Unemployed
15.689631
Rural
Basic
2
19
749
2
2021-06-27 15:21:39.081504
Poor
No
Rarely
Condo
699
32,683
30
Male
3,837
Divorced
null
Bachelor's
Self-Employed
38.406511
Urban
Comprehensive
2
11
328
1
2022-12-27 15:21:39.134960
Average
No
Daily
Apartment
940
32,684
36
Male
35,227
Divorced
3
Master's
Employed
31.955122
Rural
Premium
0
16
766
1
2021-02-25 15:21:39.171102
Good
Yes
Weekly
Condo
945
32,685
24
Female
46,471
Married
4
High School
Unemployed
27.354006
Urban
Basic
2
1
327
3
2022-11-21 15:21:39.236064
Average
Yes
Daily
Apartment
745
32,686
49
Male
30,028
Married
3
High School
Unemployed
26.719249
Urban
Premium
0
9
403
1
2024-07-02 15:21:39.186212
Good
Yes
Monthly
Condo
1,034
32,687
21
Male
23,863
Divorced
1
PhD
Employed
45.692184
Rural
Comprehensive
1
5
321
8
2021-08-20 15:21:39.237118
null
No
Monthly
House
755
32,688
23
Male
63,087
Married
3
Bachelor's
Self-Employed
30.042721
Suburban
Premium
0
7
707
4
2023-01-26 15:21:39.211806
Poor
No
Monthly
Apartment
244
32,689
56
Female
39,321
Single
3
PhD
Self-Employed
10.86914
Urban
Basic
3
14
766
9
2022-10-29 15:21:39.265513
Average
Yes
Rarely
Condo
115
32,690
31
Female
71,865
Married
4
PhD
null
36.548747
Rural
Comprehensive
0
13
590
6
2022-09-23 15:21:39.146733
Average
No
Rarely
House
48
32,691
51
Male
60,440
null
0
PhD
null
47.133301
Suburban
Comprehensive
1
18
757
7
2024-07-28 15:21:39.193945
Average
No
Monthly
Apartment
2,930
32,692
22
Female
25,003
Divorced
1
PhD
Self-Employed
15.990828
Urban
Comprehensive
null
10
736
9
2023-10-15 15:21:39.083497
Good
Yes
Monthly
Condo
2,098
32,693
50
Male
6,857
Single
0
PhD
Employed
32.471889
Suburban
Comprehensive
0
10
null
4
2022-03-04 15:21:39.134960
Average
Yes
Rarely
Condo
1,559
32,694
58
Female
114,436
Divorced
2
High School
null
11.072565
Rural
Basic
2
0
461
8
2020-11-27 15:21:39.214388
Average
Yes
Monthly
Apartment
2,210
32,695
38
Male
9,568
Single
3
Master's
Unemployed
41.950976
Suburban
Comprehensive
1
6
783
3
2024-06-17 15:21:39.177724
Average
Yes
Rarely
Condo
190
32,696
19
Female
21,612
Divorced
4
PhD
Unemployed
20.838253
Rural
Comprehensive
2
4
607
6
2020-06-02 15:21:39.115178
Good
Yes
Weekly
House
988
32,697
28
Male
null
Divorced
0
Master's
Employed
24.394517
Rural
Basic
null
7
334
4
2022-05-25 15:21:39.122134
Poor
No
Daily
House
736
32,698
54
Male
40,951
Divorced
2
High School
Employed
45.566717
Urban
Premium
1
9
607
3
2020-04-30 15:21:39.150730
Good
No
Daily
Apartment
964
32,699
53
Female
17,175
Single
3
Master's
Self-Employed
24.527304
Urban
Comprehensive
1
13
534
1
2024-02-13 15:21:39.134960
Average
No
Daily
Condo
1,185