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
26,700
49
Male
120,397
Married
2
Bachelor's
null
23.890643
Rural
Premium
1
15
401
1
2021-06-25 15:21:39.176717
Poor
No
Monthly
House
1,189
26,701
31
Female
38,216
Divorced
null
PhD
Employed
12.948986
Rural
Premium
null
15
673
8
2023-08-07 15:21:39.170099
Good
No
Monthly
House
731
26,702
56
Male
122,816
Married
0
Bachelor's
null
6.283633
Suburban
Basic
2
1
null
3
2023-06-30 15:21:39.134960
Good
Yes
Rarely
House
2,156
26,703
45
Male
35,814
Divorced
4
High School
Unemployed
45.58928
Rural
Comprehensive
2
2
574
3
2022-11-03 15:21:39.273973
Poor
No
Daily
Condo
684
26,704
62
Male
20,301
Married
1
Master's
null
13.807935
Urban
Comprehensive
0
10
591
3
2023-04-27 15:21:39.100695
Good
Yes
Weekly
House
447
26,705
59
Male
8,073
Married
3
PhD
Unemployed
17.917181
Rural
Basic
null
9
536
1
2022-09-03 15:21:39.114118
Average
No
Monthly
Apartment
1,040
26,706
46
Female
53,471
Divorced
null
High School
Employed
26.90812
Suburban
Basic
0
18
356
6
2022-05-08 15:21:39.095696
Good
No
Daily
Apartment
736
26,707
21
Female
82,879
Divorced
4
High School
Self-Employed
24.964174
Suburban
Basic
2
7
795
2
2020-03-25 15:21:39.265513
Good
Yes
Daily
Apartment
3,360
26,708
48
Female
93,864
Married
2
Bachelor's
Employed
11.333085
Rural
Comprehensive
2
3
840
5
2021-06-10 15:21:39.096739
Poor
Yes
Monthly
Apartment
3,744
26,709
49
Female
7,053
Single
2
Bachelor's
Unemployed
37.976302
Rural
Basic
1
14
745
4
2021-09-29 15:21:39.134960
Average
Yes
Monthly
Apartment
997
26,710
56
Male
23,981
Single
4
High School
Self-Employed
14.945124
Suburban
Comprehensive
1
14
null
4
2024-02-20 15:21:39.155231
Good
Yes
Rarely
Condo
1,242
26,711
41
Female
15,480
Divorced
null
PhD
null
32.908594
Suburban
Premium
4
18
519
2
2023-03-29 15:21:39.155231
Average
No
Monthly
House
2,468
26,712
51
Male
2,371
Single
2
PhD
Unemployed
14.037203
Suburban
Comprehensive
1
15
800
6
2021-10-23 15:21:39.134960
null
Yes
Daily
Condo
1,281
26,713
44
Male
61,274
Single
3
Master's
Employed
24.912717
Suburban
Premium
null
19
330
7
2020-04-19 15:21:39.096739
Poor
Yes
Rarely
House
521
26,714
31
Female
91,320
Single
1
Bachelor's
null
30.792475
Suburban
Basic
null
3
431
8
2023-05-02 15:21:39.209847
Poor
Yes
Daily
Condo
497
26,715
49
Female
11,272
Divorced
0
Master's
Employed
21.95702
Urban
Comprehensive
1
11
null
6
2024-05-31 15:21:39.209847
Good
Yes
Weekly
Condo
459
26,716
56
Male
null
Married
3
Master's
Unemployed
19.957195
Suburban
Basic
null
8
449
8
2019-09-05 15:21:39.252145
Average
No
Daily
Apartment
174
26,717
43
Male
28,511
Single
4
PhD
Unemployed
15.014523
Suburban
Comprehensive
null
5
371
4
2021-05-13 15:21:39.264504
Poor
Yes
Rarely
Condo
1,180
26,718
59
Male
28,657
Single
1
PhD
Self-Employed
27.567177
Urban
Premium
0
19
656
7
2021-10-15 15:21:39.148733
Average
Yes
Rarely
House
985
26,719
21
Female
16,696
Married
0
Master's
Employed
16.927063
Rural
Premium
null
18
827
8
2022-07-21 15:21:39.215386
Good
Yes
Monthly
Condo
855
26,720
60
Female
18,082
Married
0
Bachelor's
null
11.054801
Rural
Basic
1
7
639
3
2024-06-13 15:21:39.155231
Good
No
Weekly
Apartment
439
26,721
18
Male
70,640
Divorced
4
High School
null
29.494089
Rural
Basic
0
18
391
4
2019-11-12 15:21:39.237118
Good
No
Weekly
Condo
1,086
26,722
36
Male
10,016
Married
3
Master's
Employed
18.977879
Urban
Premium
null
6
610
6
2020-09-20 15:21:39.192212
Average
No
Monthly
Apartment
1,053
26,723
44
Female
2,833
Married
3
PhD
null
42.519745
Rural
Comprehensive
null
10
560
4
2023-06-30 15:21:39.232526
Good
No
Monthly
Condo
2,144
26,724
34
Male
83,394
null
1
PhD
Unemployed
12.442684
Urban
Premium
2
10
488
4
2019-09-21 15:21:39.129190
Average
No
Daily
Condo
955
26,725
59
Female
9,082
Divorced
3
Bachelor's
null
41.720085
Rural
Premium
null
15
476
3
2022-03-15 15:21:39.155231
Good
No
Weekly
Condo
1,620
26,726
22
Male
26,007
Married
null
Master's
Unemployed
null
Suburban
Premium
null
2
635
8
2023-11-25 15:21:39.264504
Poor
No
Daily
Condo
1,228
26,727
21
Female
116,545
Single
0
Master's
null
27.160541
Rural
Premium
null
18
353
5
2020-11-15 15:21:39.111551
Average
Yes
Monthly
Apartment
1,880
26,728
49
Male
4,580
Single
2
High School
null
25.670153
Suburban
Basic
1
3
457
5
2022-02-22 15:21:39.184157
Average
Yes
Weekly
Apartment
1,017
26,729
44
Female
8,881
Divorced
4
Bachelor's
Unemployed
31.67892
Suburban
Basic
1
6
null
1
2020-10-24 15:21:39.276901
Good
Yes
Weekly
Condo
922
26,730
43
Male
9,748
Divorced
0
Bachelor's
null
19.673328
Suburban
Premium
null
9
817
9
2021-04-18 15:21:39.083497
Average
Yes
Rarely
House
416
26,731
51
Male
27,791
Married
4
Master's
Unemployed
26.182575
Rural
Basic
1
16
515
6
2021-02-23 15:21:39.155231
Poor
Yes
Daily
Apartment
813
26,732
52
Male
6,186
Single
4
PhD
Self-Employed
18.553396
Suburban
Comprehensive
1
6
796
4
2024-04-24 15:21:39.149731
Poor
Yes
Monthly
Apartment
469
26,733
54
Male
43,463
Divorced
3
Master's
Self-Employed
24.723137
Suburban
Basic
2
8
755
7
2022-11-11 15:21:39.237118
Poor
Yes
Daily
Apartment
1,358
26,734
50
Female
28,680
Single
3
PhD
Employed
26.767859
Urban
Basic
1
6
553
8
2021-09-13 15:21:39.233998
Good
Yes
Rarely
Condo
1,806
26,735
38
Female
17,528
Married
null
Master's
Self-Employed
33.601801
Urban
Premium
4
0
438
4
2019-11-23 15:21:39.172097
Poor
No
Rarely
House
588
26,736
38
Male
3,636
Divorced
3
PhD
Employed
26.911326
Rural
Basic
null
17
753
9
2020-04-04 15:21:39.283783
Good
No
Daily
Apartment
1,935
26,737
26
Female
82,519
Married
2
PhD
Employed
20.45506
Rural
Basic
3
13
393
3
2020-07-16 15:21:39.114118
Average
Yes
Monthly
House
1,249
26,738
39
Female
6,851
Single
2
PhD
Self-Employed
17.014002
Suburban
Comprehensive
0
12
802
4
2023-10-12 15:21:39.276901
Poor
No
Rarely
Apartment
2,463
26,739
57
Male
133,859
Single
0
Bachelor's
Unemployed
43.656312
Rural
Comprehensive
1
4
518
6
2019-10-02 15:21:39.134960
Average
Yes
Monthly
Apartment
2,675
26,740
58
Female
1,027
Single
4
Master's
Self-Employed
null
Suburban
Basic
1
10
790
2
2020-08-20 15:21:39.152732
null
Yes
Weekly
House
1,106
26,741
29
Female
30,779
Married
null
Bachelor's
Self-Employed
27.163981
Rural
Premium
0
13
555
4
2021-07-15 15:21:39.093681
Poor
Yes
Weekly
Condo
99
26,742
54
Male
1,048
Divorced
0
Bachelor's
Employed
null
Rural
Basic
1
18
847
9
2023-05-14 15:21:39.100695
Good
No
Daily
Apartment
1,204
26,743
60
Female
5,933
Divorced
3
Master's
Self-Employed
13.543266
Suburban
Comprehensive
0
10
394
6
2020-02-09 15:21:39.101733
Good
Yes
Weekly
Apartment
821
26,744
57
Male
95,198
Married
2
Master's
null
5.502125
Urban
Comprehensive
2
3
365
6
2021-08-30 15:21:39.180553
null
No
Monthly
House
437
26,745
58
Male
5,908
Divorced
0
Bachelor's
Self-Employed
31.979656
Suburban
Premium
1
14
303
2
2020-10-03 15:21:39.265513
Average
Yes
Monthly
Condo
695
26,746
41
Male
37,703
Divorced
null
Bachelor's
null
12.504699
Rural
Premium
null
4
405
6
2021-05-08 15:21:39.215386
Average
Yes
Daily
Apartment
1,134
26,747
20
Female
1,320
Single
null
Master's
Unemployed
18.638265
Urban
Comprehensive
0
3
383
5
2022-11-10 15:21:39.181605
Average
Yes
Monthly
Apartment
178
26,748
null
Male
43,439
Single
2
PhD
null
31.92921
Suburban
Premium
null
11
748
6
2020-07-08 15:21:39.175719
Average
No
Daily
Condo
671
26,749
64
Female
53,463
Divorced
1
High School
Self-Employed
22.94502
Urban
Premium
1
7
467
8
2020-10-13 15:21:39.086123
Average
No
Rarely
House
115
26,750
37
Male
2,629
Divorced
4
High School
null
22.948494
Rural
Comprehensive
null
17
730
1
2022-12-12 15:21:39.230483
Good
Yes
Daily
Apartment
2,668
26,751
21
Female
3,560
Married
4
Master's
Employed
12.692388
Rural
Premium
0
16
376
6
2022-02-06 15:21:39.206847
Good
Yes
Monthly
Apartment
2,285
26,752
29
Male
90,530
Divorced
3
PhD
Self-Employed
8.792932
Urban
Premium
2
8
685
4
2022-08-07 15:21:39.251142
Average
Yes
Rarely
Apartment
2,039
26,753
59
Male
51,638
Married
1
Master's
null
33.959695
Rural
Basic
0
9
574
4
2022-11-24 15:21:39.134960
Poor
Yes
Daily
Apartment
189
26,754
44
Male
6,902
Divorced
4
High School
Self-Employed
27.867667
Urban
Comprehensive
1
10
545
1
2021-12-04 15:21:39.134960
Average
Yes
Rarely
Apartment
886
26,755
38
Male
93,208
Married
2
High School
null
48.892031
Rural
Premium
null
16
346
3
2020-08-06 15:21:39.144722
Poor
No
Rarely
Apartment
1,007
26,756
61
Female
801
Single
2
Bachelor's
Self-Employed
17.907262
Suburban
Comprehensive
null
7
498
7
2021-03-31 15:21:39.244069
Good
Yes
Monthly
Apartment
476
26,757
59
Female
33,114
Divorced
3
Bachelor's
Self-Employed
8.719184
Rural
Premium
null
18
466
8
2020-01-31 15:21:39.095696
Good
Yes
Rarely
House
685
26,758
31
Female
21,530
Divorced
0
High School
Unemployed
5.917235
Urban
Premium
null
4
null
7
2023-08-24 15:21:39.091080
Good
Yes
Rarely
Condo
1,202
26,759
39
Female
54,769
Single
3
Bachelor's
Employed
48.745611
Suburban
Basic
null
3
446
7
2022-09-12 15:21:39.181605
Poor
No
Weekly
House
1,117
26,760
40
Male
132,671
Divorced
0
Bachelor's
Employed
13.738216
Rural
Premium
0
6
437
4
2024-06-20 15:21:39.091080
Average
No
Monthly
Condo
134
26,761
32
Female
12,094
Single
0
Bachelor's
Self-Employed
13.482631
Suburban
Premium
null
19
603
4
2022-03-14 15:21:39.237118
Poor
No
Daily
House
1,233
26,762
54
Female
76,791
Single
4
Bachelor's
Employed
19.796552
Urban
Premium
null
5
733
5
2020-10-15 15:21:39.080184
Poor
No
Monthly
House
3,658
26,763
21
Male
8,139
null
0
Bachelor's
Unemployed
20.226533
Rural
Comprehensive
1
19
537
7
2019-10-30 15:21:39.092127
Poor
No
Weekly
House
1,662
26,764
34
Female
8,117
Divorced
4
Master's
null
34.96651
Rural
Basic
0
8
826
3
2023-11-20 15:21:39.253660
Poor
No
Daily
House
1,030
26,765
null
Male
15,041
Married
null
Bachelor's
Employed
15.097009
Suburban
Premium
0
6
673
5
2021-07-23 15:21:39.134960
Average
Yes
Daily
Condo
616
26,766
51
Female
2,526
Divorced
4
Bachelor's
Self-Employed
10.121847
Suburban
Comprehensive
0
2
326
6
2023-11-22 15:21:39.269494
Average
Yes
Rarely
Condo
1,163
26,767
52
Male
20,254
Married
4
Master's
Employed
20.277208
Rural
Premium
1
11
311
5
2021-02-11 15:21:39.248098
Average
Yes
Rarely
Apartment
489
26,768
36
Male
4,624
Married
1
Bachelor's
Self-Employed
18.858652
Rural
Premium
0
7
334
3
2020-03-16 15:21:39.098696
Poor
Yes
Monthly
Apartment
1,822
26,769
32
Female
43,954
Divorced
3
Bachelor's
Unemployed
23.923264
Suburban
Basic
null
7
650
9
2019-09-04 15:21:39.082499
Poor
No
Daily
Condo
645
26,770
38
Male
17,091
Single
1
Bachelor's
Self-Employed
28.981859
Suburban
Comprehensive
null
3
774
5
2024-01-12 15:21:39.134960
Poor
Yes
Daily
House
1,287
26,771
49
Male
41,169
Divorced
3
High School
Unemployed
40.834988
Suburban
Basic
2
6
625
9
2021-02-11 15:21:39.236064
Average
No
Rarely
Apartment
792
26,772
37
Female
92,287
Married
1
High School
null
29.366715
Rural
Basic
1
5
310
2
2023-02-10 15:21:39.205850
Poor
Yes
Rarely
Condo
1,647
26,773
22
Female
38,393
Single
0
Bachelor's
Unemployed
45.847224
Urban
Basic
0
13
null
6
2021-04-17 15:21:39.192212
Good
Yes
Monthly
Condo
1,205
26,774
56
Male
27,863
Single
4
Bachelor's
null
null
Rural
Premium
0
4
531
7
2023-03-27 15:21:39.155231
Average
Yes
Daily
Condo
28
26,775
32
Female
25,373
Divorced
4
Master's
null
25.333414
Rural
Premium
null
19
551
2
2021-06-27 15:21:39.155231
Average
No
Daily
House
626
26,776
42
Male
null
Divorced
1
PhD
Employed
29.077168
Urban
Comprehensive
null
7
716
9
2023-05-14 15:21:39.268507
null
No
Rarely
Apartment
119
26,777
26
Female
21,474
Divorced
1
High School
null
18.520514
Rural
Comprehensive
0
7
470
9
2023-02-04 15:21:39.166062
Average
Yes
Weekly
Apartment
1,182
26,778
45
Male
5,093
Divorced
2
Bachelor's
Employed
21.349532
Suburban
Premium
1
4
314
5
2020-07-05 15:21:39.237118
Poor
No
Rarely
House
409
26,779
59
Female
38,271
Single
1
Master's
Self-Employed
24.89876
Rural
Basic
0
8
461
9
2023-12-25 15:21:39.094752
Poor
Yes
Daily
Apartment
1,872
26,780
63
Male
10,066
Married
3
Bachelor's
null
35.954937
Suburban
Basic
1
19
416
3
2024-03-15 15:21:39.279729
Average
Yes
Daily
House
818
26,781
50
Female
16,355
Single
0
PhD
Self-Employed
27.938722
Urban
Basic
null
11
353
9
2024-03-30 15:21:39.134960
Poor
No
Monthly
Condo
1,149
26,782
61
Female
58,811
Married
3
Master's
Unemployed
39.912951
Suburban
Basic
0
9
647
7
2023-10-27 15:21:39.112553
null
Yes
Monthly
Apartment
2,732
26,783
25
Female
63,388
Married
4
PhD
null
9.484423
Urban
Premium
null
1
839
8
2020-03-29 15:21:39.122134
Poor
No
Monthly
Apartment
63
26,784
55
Male
14,094
Single
2
High School
Self-Employed
23.90701
Urban
Comprehensive
1
10
687
8
2020-10-27 15:21:39.274993
Poor
Yes
Monthly
Apartment
597
26,785
27
Male
36,452
Single
3
PhD
Self-Employed
29.92727
Rural
Premium
null
18
694
9
2019-10-27 15:21:39.121169
Average
Yes
Rarely
Condo
1,078
26,786
31
Male
16,063
Married
null
Master's
Unemployed
25.240813
Suburban
Premium
0
14
506
1
2021-12-16 15:21:39.134960
null
Yes
Weekly
Condo
830
26,787
50
Male
4,981
Single
0
Master's
Employed
33.380095
Suburban
Basic
0
10
796
2
2022-03-16 15:21:39.134960
Average
No
Rarely
Apartment
2,114
26,788
63
Male
24,991
Single
2
Master's
Self-Employed
12.771326
Rural
Basic
0
15
491
4
2020-11-07 15:21:39.217387
Poor
No
Daily
Apartment
564
26,789
47
Male
30,984
Divorced
3
PhD
Employed
30.088063
Rural
Comprehensive
1
9
581
1
2022-03-03 15:21:39.279729
Good
Yes
Daily
Apartment
902
26,790
20
Male
6,914
Divorced
4
Bachelor's
null
14.63852
Urban
Premium
null
17
638
8
2021-01-25 15:21:39.093681
Average
Yes
Daily
Condo
1,562
26,791
43
Female
707
Single
1
High School
Self-Employed
null
Rural
Comprehensive
null
19
686
5
2019-12-11 15:21:39.155231
Average
Yes
Weekly
Condo
561
26,792
29
Male
67,762
Single
2
Master's
Employed
3.068274
Rural
Basic
null
3
314
2
2023-12-19 15:21:39.251142
Average
Yes
Weekly
Condo
2,489
26,793
26
Male
121,442
Single
2
High School
Self-Employed
10.869756
Rural
Premium
1
12
393
2
2020-06-23 15:21:39.175719
Good
Yes
Weekly
Condo
925
26,794
29
Male
3,098
Single
1
PhD
Employed
35.591258
Suburban
Comprehensive
0
1
848
8
2019-11-07 15:21:39.134960
Poor
No
Monthly
House
657
26,795
47
Female
30,253
Divorced
null
Master's
null
43.334716
Suburban
Premium
null
12
534
5
2020-06-23 15:21:39.098696
Average
Yes
Weekly
Apartment
1,509
26,796
40
Female
2,059
Divorced
2
Master's
Unemployed
38.749729
Suburban
Comprehensive
0
11
435
1
2019-12-02 15:21:39.260856
Good
No
Rarely
House
662
26,797
64
Female
40,610
Married
4
High School
Employed
22.865881
Urban
Premium
1
16
677
6
2024-05-28 15:21:39.180553
Poor
Yes
Monthly
Apartment
756
26,798
31
Male
38,963
Divorced
4
Master's
Unemployed
29.749212
Suburban
Premium
0
6
621
9
2024-03-04 15:21:39.126661
Average
No
Daily
Condo
1,237
26,799
24
Male
75,938
Married
null
PhD
Employed
null
Suburban
Comprehensive
0
4
779
5
2024-07-16 15:21:39.237118
null
No
Monthly
House
857