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
52,700
34
Male
63,544
Married
4
Master's
null
12.455965
Rural
Premium
2
2
482
7
2024-05-12 15:21:39.283783
null
No
Weekly
Apartment
3,161
52,701
47
Female
29,102
Married
3
High School
null
14.41982
Rural
Comprehensive
0
18
769
5
2023-11-22 15:21:39.134960
Average
Yes
Monthly
Condo
758
52,702
51
Male
3,223
Married
0
High School
Self-Employed
17.88938
Urban
Basic
2
13
742
7
2020-03-17 15:21:39.207847
Poor
No
Daily
Condo
1,607
52,703
30
Male
null
Single
1
High School
Unemployed
14.923842
Suburban
Basic
null
1
324
4
2020-04-06 15:21:39.134960
Good
No
Daily
Condo
1,081
52,704
26
Female
61,439
Single
3
High School
Unemployed
27.889688
Suburban
Comprehensive
1
17
364
6
2021-04-19 15:21:39.181605
Poor
No
Daily
Apartment
390
52,705
37
Male
15,480
Single
null
High School
null
28.892515
Urban
Basic
null
15
705
4
2020-01-30 15:21:39.266452
Average
No
Rarely
House
1,633
52,706
26
Female
17,086
Single
2
High School
Unemployed
46.180634
Suburban
Comprehensive
null
2
572
4
2020-11-20 15:21:39.134960
Good
Yes
Monthly
House
885
52,707
30
Male
1,210
Divorced
4
High School
Unemployed
23.393504
Rural
Premium
1
8
628
2
2019-12-06 15:21:39.183598
Average
Yes
Rarely
Apartment
1,322
52,708
53
Male
9,069
Divorced
3
High School
Unemployed
25.529617
Rural
Basic
null
0
739
1
2024-02-18 15:21:39.155231
Good
No
Daily
Apartment
1,119
52,709
55
Male
1,209
Divorced
4
Bachelor's
Self-Employed
26.72315
Suburban
Premium
2
1
765
8
2022-08-12 15:21:39.134960
Good
No
Rarely
Condo
708
52,710
57
Male
56,770
Married
null
Bachelor's
Self-Employed
28.025811
Suburban
Premium
1
0
410
9
2020-05-13 15:21:39.147735
Average
No
Daily
Condo
1,531
52,711
19
Male
18,127
Divorced
0
High School
Employed
34.665812
Suburban
Premium
null
16
697
9
2023-11-22 15:21:39.181605
Average
No
Weekly
Apartment
393
52,712
56
Female
38,612
Single
4
Master's
Employed
18.483536
Suburban
Premium
1
3
815
9
2021-05-11 15:21:39.085129
Poor
No
Daily
House
593
52,713
38
Female
11,198
Divorced
1
Bachelor's
Self-Employed
20.977704
Suburban
Comprehensive
0
2
334
5
2019-09-11 15:21:39.116179
Average
Yes
Daily
Condo
1,140
52,714
26
Female
30,881
Married
4
Master's
Employed
41.7163
Urban
Basic
null
4
634
8
2023-05-03 15:21:39.226954
Good
Yes
Rarely
Apartment
1,419
52,715
50
Female
639
Single
null
High School
null
null
Suburban
Basic
1
6
null
6
2021-12-06 15:21:39.289099
Good
No
Weekly
Apartment
1,442
52,716
54
Male
null
Single
3
Bachelor's
null
4.77014
Rural
Basic
2
15
692
9
2021-01-01 15:21:39.276901
Average
No
Monthly
Condo
41
52,717
25
Male
90,887
Married
2
PhD
Unemployed
27.537978
Urban
Comprehensive
2
17
371
3
2021-10-23 15:21:39.134960
Average
No
Weekly
House
220
52,718
64
Female
null
Single
0
PhD
Self-Employed
8.567386
Suburban
Premium
0
8
null
4
2023-06-16 15:21:39.173834
Poor
No
Rarely
Apartment
425
52,719
59
Female
15,663
Married
3
Master's
Self-Employed
32.829429
Urban
Comprehensive
null
5
755
3
2024-04-23 15:21:39.237118
Average
Yes
Daily
House
786
52,720
32
Male
7,730
Divorced
2
PhD
null
15.174416
Suburban
Basic
0
11
null
7
2022-01-12 15:21:39.091080
Average
No
Weekly
House
34
52,721
51
Female
41,572
Divorced
2
PhD
Unemployed
46.84869
Suburban
Premium
1
19
472
5
2024-03-21 15:21:39.261856
Average
No
Monthly
Apartment
1,240
52,722
36
Female
29,071
Married
1
Bachelor's
Unemployed
27.448319
Suburban
Basic
null
3
365
1
2020-02-11 15:21:39.083497
Poor
No
Weekly
House
855
52,723
24
Female
3,193
Married
2
Bachelor's
Employed
25.548629
Suburban
Comprehensive
0
16
548
3
2023-08-21 15:21:39.145732
Average
No
Monthly
Apartment
2,497
52,724
26
Female
40,552
Married
2
High School
Unemployed
9.858126
Suburban
Premium
1
5
713
8
2021-07-29 15:21:39.181605
Average
No
Monthly
Condo
1,001
52,725
30
Male
9,091
Divorced
1
High School
Self-Employed
7.06424
Rural
Premium
1
16
772
4
2021-12-15 15:21:39.131192
Good
No
Weekly
Apartment
867
52,726
44
Female
1,060
Married
1
Bachelor's
Employed
21.966508
Suburban
Premium
1
11
387
9
2022-08-28 15:21:39.080440
Good
Yes
Daily
House
1,310
52,727
29
Male
26,889
Single
3
Master's
Unemployed
39.849359
Suburban
Basic
1
7
423
5
2023-06-19 15:21:39.184157
Poor
No
Weekly
Condo
1,908
52,728
46
Male
23,451
Single
0
PhD
Employed
50.792229
Suburban
Premium
null
19
552
9
2024-02-09 15:21:39.261856
null
Yes
Daily
Apartment
2,862
52,729
53
Female
14,062
Single
0
High School
Unemployed
22.49648
Rural
Comprehensive
0
5
593
7
2022-10-11 15:21:39.134960
Good
Yes
Daily
Condo
696
52,730
37
Female
2,688
Married
4
Bachelor's
Self-Employed
9.882823
Rural
Comprehensive
null
19
null
8
2023-12-07 15:21:39.186212
null
Yes
Rarely
House
1,873
52,731
38
Male
96,494
Married
3
PhD
null
4.758921
Rural
Basic
0
10
431
8
2019-10-27 15:21:39.109552
Poor
No
Daily
Apartment
2,226
52,732
44
Male
7,079
Single
3
High School
null
17.126801
Urban
Comprehensive
null
7
null
7
2024-07-13 15:21:39.184157
Poor
No
Weekly
House
2,064
52,733
41
Female
33,354
Married
null
Bachelor's
Unemployed
20.331356
Urban
Comprehensive
0
14
659
7
2021-04-04 15:21:39.169102
Average
Yes
Rarely
Condo
238
52,734
44
Female
15,274
Divorced
1
PhD
Employed
19.159824
Urban
Premium
1
7
687
9
2020-11-19 15:21:39.186212
Average
Yes
Monthly
Apartment
979
52,735
47
Male
18,091
Single
0
High School
null
31.736837
Urban
Comprehensive
1
3
467
1
2021-06-19 15:21:39.134960
Poor
No
Weekly
House
2,174
52,736
19
Female
38,969
Married
1
Master's
Employed
25.012486
Suburban
Basic
3
9
811
4
2021-06-09 15:21:39.225916
null
No
Monthly
Condo
471
52,737
60
Female
25,265
Married
3
Bachelor's
Employed
41.166034
Urban
Basic
2
14
674
1
2020-03-29 15:21:39.248098
Poor
Yes
Rarely
Apartment
891
52,738
54
Female
24,828
Divorced
0
Bachelor's
null
42.838696
Urban
Premium
null
1
518
4
2020-08-08 15:21:39.091080
Good
Yes
Daily
Apartment
518
52,739
51
Male
36,369
Single
2
PhD
Employed
49.92905
Rural
Comprehensive
null
10
582
6
2020-03-16 15:21:39.134960
Average
No
Monthly
House
1,871
52,740
32
Male
16,054
Married
1
PhD
Unemployed
9.742333
Suburban
Premium
2
12
772
7
2024-06-03 15:21:39.123711
Good
Yes
Daily
Apartment
761
52,741
45
Male
6,958
Single
null
PhD
Self-Employed
8.71965
Suburban
Basic
null
12
null
3
2020-05-19 15:21:39.155231
null
No
Rarely
Apartment
2,196
52,742
47
Male
15,409
Single
1
High School
Employed
28.611172
Urban
Basic
null
13
843
2
2021-03-24 15:21:39.134960
Average
No
Weekly
House
714
52,743
46
Female
6,880
Divorced
2
PhD
null
null
Rural
Premium
1
14
474
1
2021-04-26 15:21:39.080440
Poor
Yes
Rarely
House
492
52,744
22
Male
70,701
Married
1
High School
Self-Employed
34.724732
Urban
Basic
2
10
766
4
2023-09-12 15:21:39.285112
Average
No
Rarely
Apartment
1,844
52,745
33
Female
19,186
Single
3
Bachelor's
Employed
30.657572
Rural
Basic
1
10
613
9
2023-02-28 15:21:39.134960
Average
No
Daily
Condo
1,739
52,746
23
Female
58,922
Married
0
Master's
null
30.412898
Rural
Comprehensive
2
6
497
7
2019-10-13 15:21:39.245086
Average
No
Weekly
Condo
461
52,747
28
Male
54,866
Single
2
Bachelor's
null
29.845621
Rural
Comprehensive
0
15
392
1
2021-04-18 15:21:39.232526
Good
Yes
Rarely
Apartment
272
52,748
28
Female
39,079
Single
1
Bachelor's
Self-Employed
29.882575
Suburban
Premium
1
12
536
9
2022-10-29 15:21:39.271453
null
No
Daily
Condo
912
52,749
44
Female
27,983
Married
0
Master's
Self-Employed
15.071817
Rural
Premium
2
6
355
5
2022-12-09 15:21:39.229482
Good
No
Daily
Condo
905
52,750
30
Female
143,865
Married
0
Bachelor's
Self-Employed
37.0372
Rural
Basic
null
0
602
2
2023-06-28 15:21:39.206847
Good
Yes
Daily
Condo
298
52,751
63
Female
5,520
Single
1
PhD
Unemployed
23.903704
Urban
Basic
0
16
null
1
2021-06-29 15:21:39.177724
Good
No
Daily
House
975
52,752
19
Male
516
Single
4
Bachelor's
null
34.012817
Suburban
Premium
2
5
464
9
2022-06-01 15:21:39.172097
Good
No
Rarely
Apartment
391
52,753
33
Male
null
Single
4
Master's
null
48.456788
Urban
Comprehensive
3
5
431
7
2021-08-06 15:21:39.196387
Poor
Yes
Weekly
Apartment
401
52,754
52
Male
14,881
Divorced
4
Master's
Unemployed
5.984441
Urban
Comprehensive
1
5
759
8
2022-07-22 15:21:39.122134
Poor
No
Monthly
House
3,721
52,755
30
Male
13,892
Married
2
Master's
null
35.125939
Urban
Comprehensive
1
12
722
1
2021-01-23 15:21:39.204790
Good
Yes
Rarely
Apartment
1,053
52,756
36
Female
13,228
Married
2
High School
Unemployed
17.148944
Urban
Basic
null
1
615
4
2023-02-02 15:21:39.165120
Average
No
Daily
Condo
736
52,757
36
Female
7,984
Single
2
Master's
Unemployed
39.719366
Rural
Comprehensive
1
0
523
6
2023-12-04 15:21:39.102694
Good
No
Rarely
Apartment
818
52,758
46
Male
1,598
Single
1
High School
null
10.858875
Rural
Basic
1
19
774
6
2020-05-20 15:21:39.237118
Average
Yes
Rarely
House
2,044
52,759
53
Male
4,084
Married
4
Bachelor's
null
32.957354
Suburban
Premium
1
3
696
5
2020-10-04 15:21:39.134960
Good
Yes
Weekly
Apartment
3,472
52,760
57
Male
93,748
Married
1
Bachelor's
Employed
21.848826
Rural
Basic
2
7
636
7
2021-09-18 15:21:39.202448
null
Yes
Monthly
Apartment
1,229
52,761
45
Male
136,920
Single
2
Master's
Unemployed
33.099564
Rural
Premium
3
0
622
8
2021-08-03 15:21:39.167099
Good
Yes
Weekly
House
40
52,762
36
Female
43,898
Single
0
Bachelor's
null
16.819112
Urban
Comprehensive
0
8
699
3
2022-09-27 15:21:39.134960
Poor
No
Weekly
Condo
893
52,763
53
Male
40,637
Single
0
High School
Self-Employed
46.839473
Urban
Basic
null
5
709
6
2021-06-10 15:21:39.096739
Poor
No
Weekly
Condo
1,061
52,764
30
Male
8,051
Divorced
3
High School
null
22.065274
Suburban
Basic
0
5
null
5
2019-12-25 15:21:39.278402
Good
No
Rarely
House
3,446
52,765
23
Male
18,705
Single
3
High School
Employed
14.89815
Rural
Basic
2
16
590
8
2023-07-02 15:21:39.276901
Poor
Yes
Monthly
House
1,377
52,766
40
Female
2,045
Divorced
null
PhD
Unemployed
null
Urban
Comprehensive
0
18
567
6
2022-05-23 15:21:39.155231
Poor
No
Weekly
Condo
609
52,767
59
Female
31,251
Married
1
Bachelor's
null
8.652084
Rural
Premium
3
15
817
1
2020-04-12 15:21:39.132191
Average
No
Rarely
Condo
1,784
52,768
62
Male
null
Married
2
High School
Employed
15.944114
Urban
Premium
2
5
653
9
2022-12-27 15:21:39.207847
Good
Yes
Rarely
Apartment
30
52,769
40
Female
4,511
Divorced
3
PhD
null
22.447622
Urban
Basic
2
2
554
3
2021-12-10 15:21:39.285112
Good
No
Weekly
Condo
898
52,770
37
Male
38,217
Divorced
0
PhD
null
22.83839
Suburban
Basic
null
7
null
4
2023-05-17 15:21:39.092127
Average
No
Monthly
House
838
52,771
28
Female
11,279
Divorced
1
Master's
null
13.170775
Urban
Comprehensive
1
17
776
7
2022-07-22 15:21:39.122134
Poor
No
Rarely
House
561
52,772
33
Female
1,370
Married
2
Bachelor's
Self-Employed
30.567359
Suburban
Premium
1
3
315
5
2020-06-25 15:21:39.172097
Average
No
Monthly
Apartment
3,229
52,773
null
Female
5,355
Single
0
High School
Self-Employed
29.256848
Rural
Basic
0
13
582
3
2020-12-08 15:21:39.096739
null
Yes
Monthly
Apartment
1,382
52,774
56
Male
18,061
Divorced
2
Bachelor's
null
29.913592
Urban
Basic
2
19
632
4
2024-02-20 15:21:39.261856
Good
No
Monthly
Condo
2,096
52,775
45
Male
2,878
Divorced
1
Bachelor's
Self-Employed
35.901915
Suburban
Basic
2
15
742
1
2022-03-14 15:21:39.085129
Average
No
Daily
House
1,812
52,776
42
Male
24,247
Married
4
PhD
Self-Employed
25.049307
Urban
Premium
0
10
830
5
2020-09-27 15:21:39.125660
Good
Yes
Daily
Condo
930
52,777
18
Male
104,521
Single
1
Master's
null
null
Suburban
Basic
3
12
636
4
2020-10-25 15:21:39.253660
Poor
Yes
Weekly
Condo
25
52,778
32
Male
131,421
Married
1
High School
null
32.914093
Rural
Basic
0
19
762
8
2019-11-25 15:21:39.173834
Poor
Yes
Monthly
Apartment
29
52,779
54
Male
18,078
Married
0
Bachelor's
null
25.20333
Urban
Basic
1
11
796
5
2023-12-04 15:21:39.180553
Average
Yes
Weekly
Condo
538
52,780
22
Female
7,982
Married
3
Master's
null
34.493568
Urban
Basic
null
10
731
1
2021-10-01 15:21:39.155231
Average
Yes
Weekly
Condo
678
52,781
49
Male
23,783
Single
1
High School
null
38.826354
Rural
Premium
null
18
682
3
2024-03-07 15:21:39.264504
Poor
No
Rarely
Apartment
3,244
52,782
22
Female
127,537
Married
4
Bachelor's
null
null
Urban
Basic
1
2
495
9
2024-04-03 15:21:39.111551
Good
Yes
Monthly
Apartment
2,396
52,783
43
Female
3,780
Single
0
Master's
Employed
42.135067
Urban
Premium
2
14
516
5
2024-05-05 15:21:39.264504
null
Yes
Rarely
House
1,117
52,784
50
Male
66,563
null
0
Bachelor's
Unemployed
null
Suburban
Premium
0
6
762
1
2024-03-06 15:21:39.134960
Average
No
Weekly
Condo
1,636
52,785
36
Male
35,192
Single
4
Bachelor's
Employed
32.648894
Rural
Premium
0
9
447
7
2021-02-14 15:21:39.098696
Average
No
Daily
Apartment
2,551
52,786
49
Female
16,541
Married
2
High School
Employed
44.878373
Urban
Basic
3
11
494
2
2023-11-12 15:21:39.254678
Average
Yes
Rarely
House
165
52,787
50
Male
45,631
Single
4
Master's
Self-Employed
8.019047
Suburban
Premium
null
6
845
3
2020-05-20 15:21:39.134960
Good
No
Weekly
Apartment
1,572
52,788
56
Female
26,697
Divorced
0
PhD
null
30.797426
Urban
Basic
null
11
542
2
2024-03-14 15:21:39.146733
null
Yes
Daily
House
2,059
52,789
35
Female
5,818
Married
4
PhD
Self-Employed
null
Urban
Basic
1
7
null
5
2024-05-28 15:21:39.188220
Good
Yes
Rarely
Condo
906
52,790
36
Male
3,904
Single
3
Bachelor's
Unemployed
33.261826
Suburban
Premium
2
1
797
9
2023-05-27 15:21:39.146733
Good
No
Weekly
Apartment
838
52,791
29
Female
7,447
Single
3
Bachelor's
Employed
15.958139
Rural
Comprehensive
0
19
null
9
2021-04-19 15:21:39.263607
Average
No
Rarely
Condo
1,047
52,792
50
Male
55,429
Married
3
Bachelor's
null
11.163018
Rural
Premium
null
13
386
3
2020-07-09 15:21:39.222387
Average
No
Monthly
Apartment
1,357
52,793
51
Female
28,468
Married
2
PhD
Unemployed
null
Rural
Basic
1
19
479
9
2021-12-06 15:21:39.087123
Average
Yes
Weekly
Apartment
4,960
52,794
39
Male
82,591
null
3
High School
null
6.981561
Rural
Basic
null
2
565
6
2021-04-01 15:21:39.196387
Good
Yes
Rarely
House
1,902
52,795
55
Female
3,906
Single
2
Bachelor's
Employed
10.924095
Suburban
Comprehensive
2
15
null
5
2020-04-30 15:21:39.237118
Good
No
Rarely
Apartment
486
52,796
39
Female
1,112
Single
0
PhD
null
null
Urban
Comprehensive
null
1
613
8
2023-11-25 15:21:39.081504
Average
Yes
Weekly
House
736
52,797
34
Female
39,267
Married
2
PhD
Self-Employed
10.840802
Rural
Comprehensive
null
9
703
7
2020-08-04 15:21:39.134960
Average
No
Monthly
Condo
1,275
52,798
60
Female
1,612
Single
1
Bachelor's
null
26.38259
Urban
Comprehensive
2
7
659
4
2021-10-17 15:21:39.087123
Average
No
Weekly
Apartment
1,043
52,799
28
Male
null
Married
3
Bachelor's
Employed
11.557026
Urban
Basic
1
16
309
8
2021-11-28 15:21:39.128286
null
Yes
Monthly
Apartment
950