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
44,700
26
Male
66,792
Married
1
Master's
null
48.835808
Rural
Comprehensive
1
7
null
8
2022-09-24 15:21:39.155231
Average
Yes
Monthly
Condo
261
44,701
40
Male
39,766
Single
0
Bachelor's
Employed
11.551803
Rural
Premium
2
3
null
8
2023-07-24 15:21:39.237118
Average
No
Monthly
House
731
44,702
25
Female
null
Married
null
Bachelor's
null
10.585843
Rural
Basic
1
18
382
9
2020-01-22 15:21:39.223390
Good
Yes
Monthly
Apartment
964
44,703
40
Male
42,407
Married
0
High School
null
27.437865
Suburban
Comprehensive
1
3
364
3
2019-10-22 15:21:39.092127
Good
No
Weekly
Condo
1,119
44,704
48
Female
49,563
Married
1
PhD
Self-Employed
51.055095
Suburban
Premium
null
17
785
4
2020-05-27 15:21:39.155231
Poor
No
Daily
House
418
44,705
54
Male
14,086
Single
4
PhD
Unemployed
24.275517
Rural
Premium
1
12
null
1
2024-04-07 15:21:39.269494
Good
Yes
Weekly
Apartment
852
44,706
57
Female
17,079
Married
2
High School
null
null
Suburban
Basic
1
2
724
5
2021-05-01 15:21:39.148733
Good
No
Monthly
Condo
893
44,707
39
Male
45,939
Divorced
2
PhD
Self-Employed
24.773746
Rural
Comprehensive
0
12
667
9
2023-01-22 15:21:39.131192
Average
Yes
Daily
House
1,075
44,708
28
Female
51,834
Single
0
Bachelor's
Self-Employed
38.310577
Suburban
Comprehensive
null
7
328
9
2023-02-22 15:21:39.289099
Average
No
Daily
Condo
124
44,709
58
Female
76,689
Single
1
Bachelor's
Unemployed
18.884965
Rural
Premium
null
2
442
6
2024-07-31 15:21:39.108562
null
Yes
Monthly
Condo
411
44,710
59
Female
93,370
Single
4
Master's
Self-Employed
26.158871
Suburban
Premium
2
18
829
5
2022-01-06 15:21:39.250151
Poor
No
Monthly
Apartment
2,579
44,711
58
Female
27,563
Divorced
1
High School
Unemployed
11.958989
Suburban
Comprehensive
null
3
668
6
2019-10-07 15:21:39.167099
Poor
Yes
Monthly
House
3,663
44,712
32
Male
51,021
Single
null
Master's
Unemployed
12.926507
Urban
Premium
0
17
421
5
2019-10-21 15:21:39.279729
Average
Yes
Daily
Condo
870
44,713
35
Female
38,380
Single
1
Bachelor's
Self-Employed
22.296914
Suburban
Premium
null
5
496
9
2022-08-14 15:21:39.251142
Good
No
Rarely
Condo
848
44,714
33
Female
56,577
Single
2
High School
Self-Employed
8.183824
Rural
Premium
1
4
618
9
2023-11-04 15:21:39.134960
Poor
Yes
Weekly
Apartment
381
44,715
61
Male
6,827
Single
4
PhD
Unemployed
13.168046
Suburban
Comprehensive
0
7
null
5
2022-11-25 15:21:39.270454
Average
Yes
Daily
House
1,256
44,716
43
Male
133,341
Divorced
3
High School
Self-Employed
23.716079
Suburban
Premium
2
8
457
2
2021-07-05 15:21:39.172097
Good
No
Monthly
Condo
776
44,717
28
Male
11,206
Married
2
High School
Unemployed
33.288897
Rural
Premium
null
10
541
1
2023-03-24 15:21:39.170099
Average
Yes
Weekly
Condo
2,079
44,718
46
Male
5,962
Married
null
Bachelor's
null
28.822181
Urban
Premium
null
8
705
9
2023-03-18 15:21:39.126661
Poor
Yes
Monthly
House
656
44,719
24
Female
29,892
Single
4
Master's
Employed
32.554855
Rural
Premium
null
3
453
6
2022-08-17 15:21:39.288099
Good
No
Daily
Apartment
893
44,720
52
Male
51,903
Married
1
High School
Employed
33.55682
Urban
Basic
null
1
306
5
2021-08-24 15:21:39.100695
Average
No
Rarely
House
2,088
44,721
50
Female
131,823
Single
1
High School
null
12.093977
Rural
Basic
null
10
403
2
2024-01-24 15:21:39.209847
Average
Yes
Rarely
Condo
805
44,722
59
Female
35,484
Single
null
Bachelor's
Unemployed
null
Rural
Basic
null
4
673
9
2022-09-01 15:21:39.172097
Poor
No
Monthly
Condo
1,601
44,723
32
Male
382
Single
2
Bachelor's
Self-Employed
4.245938
Rural
Basic
null
2
574
5
2020-06-02 15:21:39.134960
Poor
No
Daily
Condo
1,165
44,724
25
Female
103,052
Married
2
PhD
Self-Employed
12.351489
Rural
Premium
1
4
434
2
2021-12-04 15:21:39.079128
null
No
Rarely
Apartment
3,047
44,725
61
Female
12,058
Married
1
Bachelor's
Unemployed
39.882638
Suburban
Comprehensive
1
10
585
8
2020-04-30 15:21:39.236064
Good
No
Weekly
Apartment
838
44,726
36
Female
891
Divorced
1
High School
Unemployed
17.619564
Suburban
Basic
2
11
null
6
2020-09-19 15:21:39.237118
Good
Yes
Daily
Apartment
1,149
44,727
51
Male
15,913
Married
3
High School
null
6.744906
Urban
Premium
1
5
464
9
2023-06-13 15:21:39.212862
Poor
No
Monthly
Condo
879
44,728
44
Female
10,861
Married
1
Bachelor's
Employed
37.744775
Urban
Basic
1
10
843
6
2021-01-03 15:21:39.229482
Average
Yes
Rarely
Apartment
485
44,729
28
Female
93,573
Married
4
Bachelor's
Employed
34.817604
Urban
Premium
0
15
420
5
2019-11-18 15:21:39.155231
Average
No
Rarely
House
4,057
44,730
63
Female
382
Single
3
Bachelor's
Self-Employed
24.366765
Urban
Premium
0
6
765
2
2021-12-31 15:21:39.080440
Average
Yes
Weekly
House
785
44,731
19
Male
123,800
Single
4
High School
Unemployed
10.632135
Suburban
Comprehensive
0
11
787
3
2023-09-19 15:21:39.084065
Average
No
Daily
Apartment
308
44,732
59
Male
82,971
Married
null
High School
Self-Employed
15.839046
Rural
Basic
0
18
441
8
2021-05-26 15:21:39.267454
Good
Yes
Daily
Condo
1,303
44,733
45
Female
34,930
Married
4
Master's
Employed
34.052768
Suburban
Basic
1
18
653
5
2021-05-19 15:21:39.286113
Poor
No
Rarely
House
871
44,734
19
Male
93,476
Married
0
PhD
Employed
35.099901
Rural
Premium
0
18
405
7
2023-04-15 15:21:39.088124
Average
No
Daily
Apartment
620
44,735
43
Female
32,922
Divorced
1
High School
Employed
24.624724
Rural
Premium
1
13
500
1
2024-07-16 15:21:39.215386
Poor
Yes
Rarely
House
152
44,736
59
Male
27,311
Married
3
Master's
Unemployed
null
Urban
Basic
1
2
626
7
2024-02-08 15:21:39.223901
Average
No
Weekly
Condo
881
44,737
34
Female
11,984
Married
3
High School
Self-Employed
19.869701
Urban
Premium
2
7
685
8
2022-11-07 15:21:39.155231
Good
No
Weekly
Apartment
657
44,738
63
Female
7,991
Divorced
0
High School
null
29.816779
Rural
Basic
1
11
709
6
2023-06-22 15:21:39.237118
Good
Yes
Monthly
Condo
933
44,739
18
Female
24,224
Married
0
Master's
Employed
25.711128
Rural
Comprehensive
1
6
null
2
2022-05-20 15:21:39.155231
Poor
No
Daily
Apartment
554
44,740
31
Female
14,791
Divorced
3
Master's
Self-Employed
27.791454
Urban
Comprehensive
1
10
482
1
2023-12-03 15:21:39.082499
Average
No
Monthly
Condo
1,186
44,741
47
Female
15,774
Married
2
Master's
Unemployed
18.006738
Rural
Premium
null
15
773
6
2020-01-29 15:21:39.283783
Poor
No
Daily
Apartment
1,744
44,742
20
Female
28,329
Single
1
Bachelor's
null
26.977281
Urban
Premium
null
0
767
7
2024-07-28 15:21:39.134960
Good
Yes
Rarely
Apartment
549
44,743
33
Female
25,168
Single
1
Master's
Unemployed
26.174798
Suburban
Premium
1
16
614
8
2020-03-04 15:21:39.193945
Average
Yes
Daily
Apartment
818
44,744
56
Female
9,099
Single
3
Master's
Self-Employed
27.068775
Rural
Basic
0
0
367
2
2021-05-02 15:21:39.206847
null
Yes
Rarely
House
2,008
44,745
29
Male
29,078
Single
1
Master's
Employed
11.817257
Rural
Premium
0
15
809
5
2019-09-24 15:21:39.083497
Good
Yes
Monthly
House
938
44,746
56
Male
28,332
Married
4
Bachelor's
null
17.682701
Rural
Comprehensive
null
9
486
6
2020-05-17 15:21:39.274993
Average
Yes
Rarely
House
1,175
44,747
33
Female
5,918
Divorced
3
Master's
null
43.769482
Urban
Premium
1
18
537
1
2021-08-21 15:21:39.276901
Poor
No
Daily
Condo
722
44,748
64
Male
103,316
Divorced
2
High School
Unemployed
32.780537
Urban
Comprehensive
3
2
494
7
2019-12-01 15:21:39.182597
Good
Yes
Monthly
House
867
44,749
48
Female
6,054
Married
3
Bachelor's
null
36.935613
Suburban
Basic
null
8
646
5
2020-07-13 15:21:39.175719
Average
No
Monthly
Apartment
446
44,750
53
Female
40,552
Divorced
3
PhD
Unemployed
36.859309
Rural
Premium
0
2
469
1
2023-05-15 15:21:39.087123
Good
Yes
Daily
Condo
50
44,751
44
Female
137,540
Married
4
PhD
null
17.827489
Rural
Basic
null
10
461
1
2023-01-03 15:21:39.170099
Good
No
Monthly
Apartment
193
44,752
63
Male
3,969
Married
3
Master's
null
23.751661
Urban
Comprehensive
3
13
498
1
2020-08-25 15:21:39.155231
Poor
Yes
Rarely
Apartment
553
44,753
46
Female
45,900
Married
4
Bachelor's
Self-Employed
31.121896
Urban
Comprehensive
null
14
751
2
2021-09-24 15:21:39.084065
Average
Yes
Monthly
House
821
44,754
31
Female
36,521
Single
0
PhD
Unemployed
18.634193
Suburban
Basic
2
9
820
1
2022-06-20 15:21:39.166062
Good
Yes
Rarely
Condo
1,760
44,755
19
Female
3,417
Single
0
Bachelor's
Unemployed
3.89026
Suburban
Comprehensive
2
14
576
8
2023-05-30 15:21:39.096739
Poor
No
Daily
Apartment
464
44,756
46
Female
33,010
Divorced
1
Master's
null
36.647914
Urban
Comprehensive
0
5
554
9
2022-01-20 15:21:39.279729
Good
Yes
Weekly
House
1,054
44,757
39
Female
614
Married
1
PhD
Unemployed
22.572662
Rural
Premium
null
6
483
4
2021-11-25 15:21:39.281787
Good
Yes
Daily
Apartment
1,224
44,758
33
Female
43,936
Divorced
4
High School
Unemployed
16.838779
Suburban
Comprehensive
null
4
770
7
2020-11-10 15:21:39.148733
Average
Yes
Weekly
House
2,234
44,759
24
Male
21,438
Married
0
High School
Employed
14.928201
Suburban
Premium
1
17
null
5
2020-09-27 15:21:39.279729
Poor
No
Monthly
House
1,588
44,760
20
Female
16,123
Single
4
High School
Unemployed
6.772377
Rural
Premium
0
10
null
1
2023-08-22 15:21:39.133866
Poor
Yes
Rarely
Condo
1,847
44,761
38
Male
17,640
Divorced
1
High School
Unemployed
37.92818
Urban
Premium
0
2
366
4
2023-04-10 15:21:39.155231
Average
Yes
Rarely
Apartment
602
44,762
34
Female
36,390
Divorced
3
Master's
Employed
49.929357
Rural
Basic
null
5
844
8
2020-11-14 15:21:39.248098
Poor
Yes
Monthly
Apartment
514
44,763
31
Female
1,028
Single
null
PhD
Self-Employed
30.372514
Rural
Comprehensive
0
4
483
9
2024-04-09 15:21:39.155231
Poor
No
Daily
House
1,356
44,764
52
Female
22,083
Married
4
High School
null
27.392656
Suburban
Premium
0
18
756
5
2023-09-09 15:21:39.134960
Poor
No
Monthly
Condo
1,067
44,765
29
Female
109
Divorced
3
Master's
null
28.822298
Urban
Comprehensive
0
6
798
7
2022-09-05 15:21:39.207847
Good
Yes
Weekly
Condo
1,821
44,766
54
Male
20,795
Single
3
Bachelor's
Unemployed
23.735764
Rural
Basic
null
14
472
1
2022-09-01 15:21:39.205850
null
Yes
Daily
Apartment
194
44,767
28
Female
28,761
Divorced
3
High School
Unemployed
28.355549
Urban
Basic
1
7
751
1
2022-03-07 15:21:39.125660
Average
No
Weekly
Condo
1,311
44,768
38
Male
16,303
Single
2
Master's
Self-Employed
36.394913
Rural
Basic
1
11
707
4
2020-03-01 15:21:39.191219
Poor
Yes
Weekly
House
3,544
44,769
51
Female
35,227
Divorced
0
PhD
null
44.593695
Rural
Basic
0
5
816
3
2022-05-10 15:21:39.237118
Good
No
Daily
House
671
44,770
20
Female
35,393
Divorced
0
Master's
Employed
24.678885
Suburban
Premium
0
16
745
1
2023-09-11 15:21:39.094752
Good
No
Weekly
Apartment
1,548
44,771
51
Female
3,813
Divorced
4
PhD
Employed
35.164725
Urban
Basic
1
5
486
5
2021-05-20 15:21:39.280784
Average
Yes
Rarely
Condo
772
44,772
23
Male
4,516
Single
1
Master's
Self-Employed
19.427515
Suburban
Comprehensive
1
4
584
3
2023-03-28 15:21:39.145732
null
Yes
Weekly
Apartment
885
44,773
49
Male
66,762
Married
4
Bachelor's
Unemployed
20.094934
Urban
Premium
1
16
432
6
2023-10-23 15:21:39.134960
Good
No
Monthly
Condo
1,317
44,774
52
Female
38,916
Single
3
High School
Employed
15.874805
Suburban
Basic
0
10
null
1
2020-12-03 15:21:39.173834
Poor
Yes
Weekly
Condo
464
44,775
49
Female
16,992
Married
0
High School
Unemployed
10.982943
Suburban
Comprehensive
0
4
831
4
2023-03-21 15:21:39.237118
Average
No
Daily
Apartment
801
44,776
51
Female
48,842
Married
4
PhD
null
26.160914
Rural
Basic
2
4
477
7
2023-11-06 15:21:39.134960
Average
Yes
Weekly
Condo
2,346
44,777
54
Female
38,237
Single
0
PhD
Self-Employed
25.964982
Suburban
Basic
1
12
null
7
2021-01-03 15:21:39.089116
Good
Yes
Weekly
Condo
1,691
44,778
34
Female
82,453
Married
4
Bachelor's
Unemployed
33.017023
Urban
Comprehensive
3
15
731
3
2021-10-13 15:21:39.079128
Poor
No
Weekly
Apartment
266
44,779
26
Female
9,448
Divorced
0
High School
null
41.958234
Suburban
Comprehensive
2
2
334
5
2024-07-16 15:21:39.176717
Good
Yes
Monthly
House
1,194
44,780
52
Female
5,033
Divorced
0
Bachelor's
Self-Employed
35.715882
Rural
Premium
null
0
839
4
2020-08-27 15:21:39.172097
Good
Yes
Rarely
Apartment
1,879
44,781
55
Female
23,788
Single
1
Master's
Self-Employed
16.420083
Rural
Premium
0
0
476
2
2022-05-11 15:21:39.094752
Poor
Yes
Weekly
Apartment
247
44,782
49
Female
19,252
Married
1
Bachelor's
null
16.158381
Rural
Premium
null
13
507
2
2023-10-04 15:21:39.134960
Average
No
Rarely
House
1,327
44,783
34
Female
5,909
Single
4
Master's
Self-Employed
3.939126
Suburban
Basic
null
13
447
4
2023-01-20 15:21:39.223901
Poor
Yes
Monthly
Apartment
916
44,784
61
Female
59,936
Divorced
2
Bachelor's
Unemployed
16.632174
Urban
Comprehensive
0
6
447
2
2024-05-21 15:21:39.149731
Average
Yes
Weekly
Condo
1,678
44,785
36
Female
36,368
Single
3
High School
null
37.785718
Suburban
Comprehensive
1
15
616
5
2020-01-11 15:21:39.155231
Poor
Yes
Daily
Condo
1,237
44,786
59
Male
46,414
Single
0
Master's
Employed
17.739317
Suburban
Comprehensive
1
11
784
6
2023-06-17 15:21:39.098696
Poor
No
Daily
House
228
44,787
26
Female
23,013
Married
2
Master's
Employed
null
Rural
Premium
1
19
804
5
2021-05-02 15:21:39.134960
Good
No
Rarely
Apartment
2,497
44,788
30
Male
29,093
Married
4
High School
null
17.128961
Suburban
Basic
0
11
603
8
2021-03-10 15:21:39.167099
Poor
No
Monthly
Condo
2,549
44,789
26
Male
1,309
Divorced
3
High School
Unemployed
20.720192
Urban
Comprehensive
2
19
783
6
2024-01-24 15:21:39.198406
Poor
Yes
Rarely
House
1,307
44,790
58
Female
1,010
Divorced
3
PhD
Self-Employed
11.923357
Rural
Comprehensive
1
18
709
7
2022-01-29 15:21:39.134960
null
Yes
Monthly
House
1,439
44,791
23
Male
29,054
Married
4
High School
Employed
42.45768
Rural
Comprehensive
0
18
null
8
2023-10-02 15:21:39.266452
null
No
Daily
Condo
1,363
44,792
45
Male
142,926
Divorced
3
PhD
Self-Employed
37.095052
Suburban
Premium
0
17
382
5
2022-04-11 15:21:39.172097
Average
No
Monthly
House
670
44,793
54
Male
622
Married
4
High School
null
49.769423
Suburban
Comprehensive
null
2
481
9
2024-03-15 15:21:39.208842
Average
No
Daily
Condo
739
44,794
48
Female
28,280
Married
2
Master's
Employed
39.902201
Urban
Basic
0
13
712
7
2022-03-26 15:21:39.237118
Poor
Yes
Daily
House
1,159
44,795
34
Female
2,722
Married
3
High School
Unemployed
18.693761
Rural
Premium
null
10
406
1
2021-04-21 15:21:39.237118
Poor
No
Weekly
House
2,840
44,796
63
Female
2,792
Married
1
High School
Unemployed
24.054908
Urban
Comprehensive
1
13
618
2
2020-04-14 15:21:39.168099
Poor
Yes
Monthly
House
1,885
44,797
45
Female
25,011
Divorced
3
Master's
Self-Employed
8.612838
Urban
Comprehensive
null
11
482
8
2021-02-15 15:21:39.168099
Good
No
Daily
House
2,142
44,798
55
Male
81,265
Married
0
PhD
null
23.262598
Urban
Comprehensive
1
15
453
6
2022-03-10 15:21:39.225916
Poor
Yes
Weekly
House
731
44,799
31
Male
102,086
Single
3
Bachelor's
Unemployed
29.249828
Urban
Basic
null
16
302
3
2024-07-19 15:21:39.274993
Good
No
Monthly
Condo
1,028