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
1,169,800
60
Female
49,623
Divorced
null
High School
Employed
31.58222
Urban
Comprehensive
1
10
494
3
2023-08-30 15:21:39.264504
Average
Yes
Weekly
House
2,970
1,169,801
39
Female
15,915
Single
0
Master's
Self-Employed
44.622645
Rural
Comprehensive
null
14
602
6
2020-10-06 15:21:39.253660
Average
Yes
Monthly
Apartment
912
1,169,802
57
Female
138
Divorced
4
PhD
Unemployed
29.981689
Suburban
Premium
1
17
371
3
2022-12-22 15:21:39.151732
Average
No
Weekly
Apartment
795
1,169,803
44
Female
50,943
Married
2
Master's
Self-Employed
22.813667
Suburban
Basic
2
9
713
1
2023-12-25 15:21:39.155231
Good
Yes
Daily
Condo
2,062
1,169,804
58
Female
3,699
Single
1
Bachelor's
Unemployed
19.471358
Suburban
Premium
0
4
762
7
2022-08-24 15:21:39.209847
Poor
No
Weekly
House
2,588
1,169,805
46
Female
1,951
Divorced
0
PhD
null
6.967249
Suburban
Basic
null
1
649
7
2021-03-21 15:21:39.261856
Good
No
Monthly
Condo
1,931
1,169,806
43
Male
4,747
Married
3
PhD
Employed
33.09273
Urban
Basic
1
14
731
2
2024-01-25 15:21:39.231531
Poor
No
Rarely
Condo
38
1,169,807
29
Female
744
Divorced
2
High School
null
null
Rural
Premium
1
10
571
3
2021-12-07 15:21:39.188220
Good
Yes
Monthly
Apartment
595
1,169,808
20
Female
72,688
Married
4
Master's
Employed
11.649745
Rural
Premium
null
12
372
1
2023-11-08 15:21:39.237118
Poor
No
Rarely
Condo
945
1,169,809
28
Female
43,130
Married
4
High School
Self-Employed
35.039335
Urban
Premium
0
9
621
4
2022-05-19 15:21:39.282785
Good
No
Daily
Apartment
1,651
1,169,810
60
Male
4,813
Married
3
Master's
null
13.547651
Urban
Premium
2
13
519
7
2020-12-22 15:21:39.134960
Good
No
Daily
Apartment
1,652
1,169,811
62
Male
50,799
Divorced
2
High School
Unemployed
24.471579
Urban
Premium
1
4
836
9
2021-10-10 15:21:39.208842
Good
No
Monthly
House
50
1,169,812
64
Male
45,655
Single
0
High School
null
14.6749
Rural
Comprehensive
2
17
577
5
2023-02-10 15:21:39.233485
Poor
Yes
Daily
Condo
1,072
1,169,813
45
Female
29,173
Single
3
High School
null
41.835642
Urban
Basic
null
12
null
8
2021-01-05 15:21:39.099739
Good
Yes
Rarely
Apartment
988
1,169,814
45
Female
17,015
Divorced
0
Master's
Self-Employed
9.019436
Rural
Premium
1
18
596
1
2023-02-17 15:21:39.204790
Good
Yes
Monthly
Condo
2,064
1,169,815
41
Female
21,652
Single
0
Master's
Self-Employed
14.818822
Rural
Premium
null
1
674
7
2021-01-06 15:21:39.134960
Average
No
Weekly
Apartment
271
1,169,816
19
Female
4,086
Single
4
Master's
Self-Employed
29.327323
Urban
Basic
2
5
569
4
2019-11-15 15:21:39.166062
Poor
Yes
Rarely
Apartment
825
1,169,817
62
Male
1,134
Single
3
High School
null
50.191452
Urban
Premium
1
14
758
9
2023-02-13 15:21:39.228521
Poor
Yes
Rarely
Condo
387
1,169,818
57
Male
59,407
Divorced
null
High School
null
10.965666
Suburban
Basic
0
2
496
6
2023-11-20 15:21:39.283783
Poor
Yes
Monthly
House
2,835
1,169,819
47
Female
5,942
Divorced
0
PhD
null
32.897855
Suburban
Basic
1
2
667
4
2023-08-02 15:21:39.132191
Average
No
Monthly
Apartment
912
1,169,820
28
Female
62,232
Divorced
null
PhD
Self-Employed
null
Suburban
Premium
1
6
301
9
2020-06-26 15:21:39.095696
Poor
No
Weekly
Condo
1,004
1,169,821
52
Male
null
Divorced
1
PhD
Employed
16.803137
Rural
Comprehensive
null
14
619
1
2022-12-07 15:21:39.290098
Poor
No
Daily
Condo
90
1,169,822
26
Male
116,440
Married
2
High School
Employed
35.077554
Suburban
Premium
1
7
420
3
2019-09-24 15:21:39.192212
Average
Yes
Rarely
Condo
119
1,169,823
27
Male
799
Divorced
4
Bachelor's
null
26.510415
Suburban
Comprehensive
1
12
496
9
2023-07-24 15:21:39.287115
Poor
Yes
Rarely
House
34
1,169,824
22
Female
28,326
Single
4
PhD
Employed
28.965127
Urban
Comprehensive
1
5
null
6
2020-01-30 15:21:39.111551
Poor
No
Rarely
Apartment
468
1,169,825
23
Male
30,312
Married
0
PhD
Self-Employed
41.395812
Suburban
Premium
null
8
432
3
2022-08-05 15:21:39.205850
Poor
No
Monthly
Apartment
484
1,169,826
43
Male
68,999
Married
3
Master's
Employed
43.813976
Rural
Basic
null
1
494
7
2021-04-14 15:21:39.237118
Poor
No
Rarely
House
1,893
1,169,827
46
Female
5,717
Married
0
PhD
Unemployed
9.181408
Urban
Premium
1
16
444
2
2019-12-31 15:21:39.202448
Average
Yes
Daily
Apartment
441
1,169,828
38
Female
362
Married
null
Master's
Unemployed
33.282169
Suburban
Comprehensive
3
7
648
7
2021-09-11 15:21:39.259788
Poor
Yes
Daily
House
661
1,169,829
59
Male
147,876
Divorced
4
Bachelor's
Self-Employed
28.87958
Rural
Premium
0
12
817
8
2022-12-11 15:21:39.134960
Good
Yes
Rarely
House
3,785
1,169,830
64
Male
63,313
Divorced
0
Bachelor's
Unemployed
7.103668
Suburban
Comprehensive
0
17
323
1
2023-11-15 15:21:39.097737
Good
Yes
Daily
Condo
1,435
1,169,831
21
Male
118,213
Married
3
Bachelor's
null
29.029865
Rural
Comprehensive
0
2
381
4
2020-05-27 15:21:39.257696
Good
Yes
Weekly
House
1,845
1,169,832
42
Male
13,098
Divorced
null
Bachelor's
Unemployed
28.261036
Rural
Comprehensive
0
12
710
9
2020-02-09 15:21:39.155231
Average
No
Monthly
House
649
1,169,833
38
Male
624
Divorced
2
PhD
Self-Employed
24.121637
Rural
Comprehensive
2
19
null
3
2022-04-20 15:21:39.082499
Good
Yes
Monthly
Apartment
1,244
1,169,834
48
Male
18,681
Single
4
PhD
Self-Employed
18.276428
Suburban
Premium
0
11
498
3
2019-12-18 15:21:39.134960
Good
No
Daily
House
628
1,169,835
38
Male
null
Single
null
Master's
Self-Employed
42.740916
Suburban
Premium
1
12
437
9
2019-09-29 15:21:39.237118
Good
Yes
Daily
Apartment
91
1,169,836
32
Male
25,683
Married
3
PhD
Self-Employed
16.724158
Suburban
Comprehensive
null
0
null
9
2022-04-21 15:21:39.151732
null
Yes
Monthly
House
4,085
1,169,837
64
Female
20,797
Divorced
4
Bachelor's
Unemployed
42.364528
Suburban
Premium
2
4
607
5
2024-01-17 15:21:39.222387
Good
Yes
Daily
Apartment
2,860
1,169,838
40
Male
30,663
Married
2
PhD
null
52.894208
Urban
Premium
null
9
820
6
2023-06-23 15:21:39.237118
Poor
No
Monthly
House
2,056
1,169,839
50
Male
6,952
Single
4
Bachelor's
Unemployed
15.075923
Suburban
Premium
1
11
660
1
2023-03-13 15:21:39.265513
Poor
Yes
Rarely
Apartment
322
1,169,840
53
Male
133,532
Single
2
PhD
null
30.651966
Suburban
Basic
null
14
null
8
2019-10-29 15:21:39.090124
Poor
Yes
Daily
Condo
391
1,169,841
21
Female
30,961
Divorced
3
High School
Unemployed
29.966146
Urban
Premium
0
14
477
7
2022-06-11 15:21:39.145732
Poor
No
Weekly
Apartment
1,245
1,169,842
44
Male
119,924
Married
null
Master's
Employed
15.604878
Rural
Premium
null
19
526
3
2019-10-30 15:21:39.194829
Average
Yes
Monthly
House
24
1,169,843
58
Female
104,864
Single
1
Bachelor's
Self-Employed
28.711153
Suburban
Basic
null
8
306
5
2021-09-08 15:21:39.287115
Good
No
Monthly
Condo
2,610
1,169,844
63
Male
104,068
Single
3
High School
null
51.029748
Rural
Basic
null
8
383
4
2019-09-04 15:21:39.123711
Good
Yes
Monthly
House
1,706
1,169,845
54
Female
25,889
Divorced
3
PhD
Self-Employed
17.954681
Urban
Comprehensive
null
10
797
2
2021-01-09 15:21:39.251142
Average
Yes
Daily
Condo
164
1,169,846
21
Female
10,037
Divorced
2
High School
Employed
32.547234
Urban
Premium
0
16
648
6
2021-06-20 15:21:39.228521
Average
Yes
Weekly
Condo
724
1,169,847
37
Male
72,996
Married
0
PhD
Employed
50.99781
Urban
Basic
0
6
null
7
2023-02-27 15:21:39.102694
Good
Yes
Monthly
House
1,764
1,169,848
51
Female
6,960
Divorced
0
Master's
Unemployed
15.158619
Rural
Comprehensive
1
16
null
2
2022-07-01 15:21:39.088124
Poor
No
Rarely
Apartment
1,647
1,169,849
42
Male
null
Married
1
Master's
null
37.368519
Suburban
Premium
null
4
null
6
2022-08-23 15:21:39.246098
Average
No
Monthly
Apartment
141
1,169,850
46
Female
27,478
Single
3
High School
Self-Employed
23.979371
Urban
Comprehensive
null
16
null
5
2024-05-21 15:21:39.171102
Average
Yes
Weekly
Condo
1,781
1,169,851
44
Male
71,513
Divorced
2
Master's
null
14.914203
Suburban
Comprehensive
2
14
null
8
2022-02-27 15:21:39.155231
Good
No
Monthly
Apartment
2,385
1,169,852
23
Female
13,982
Married
3
High School
Self-Employed
28.281128
Suburban
Comprehensive
null
8
479
8
2021-12-30 15:21:39.134960
Average
Yes
Monthly
Apartment
728
1,169,853
38
Male
51,668
Single
2
Bachelor's
Self-Employed
15.957457
Urban
Comprehensive
null
2
342
5
2022-08-23 15:21:39.256696
Average
Yes
Daily
Apartment
728
1,169,854
40
Male
3,870
Divorced
1
Bachelor's
null
35.176908
Suburban
Premium
2
0
590
7
2021-09-08 15:21:39.219432
Poor
No
Weekly
Apartment
749
1,169,855
62
Female
47,922
Divorced
0
Master's
null
51.817501
Suburban
Premium
null
5
305
2
2023-04-07 15:21:39.274993
Average
No
Weekly
House
1,077
1,169,856
35
Female
114,808
Married
3
High School
Unemployed
3.922963
Suburban
Comprehensive
1
17
433
9
2020-03-26 15:21:39.237118
Average
Yes
Monthly
Condo
1,140
1,169,857
50
Male
11,210
Single
0
Bachelor's
Self-Employed
7.066007
Urban
Basic
null
10
675
7
2020-08-18 15:21:39.146733
Good
No
Daily
House
462
1,169,858
62
Female
78,963
Married
1
High School
Employed
17.998601
Urban
Comprehensive
null
13
398
6
2024-04-14 15:21:39.202448
Poor
Yes
Rarely
Apartment
1,403
1,169,859
38
Female
30,224
Single
1
Master's
Self-Employed
48.914595
Rural
Comprehensive
1
3
706
9
2022-03-28 15:21:39.177724
Good
No
Monthly
Apartment
917
1,169,860
63
Male
27,204
Divorced
null
Master's
Unemployed
null
Urban
Basic
2
1
816
4
2023-10-25 15:21:39.272456
Good
No
Monthly
Apartment
631
1,169,861
47
Female
30,331
Married
3
Bachelor's
null
30.707641
Urban
Comprehensive
2
19
null
7
2021-01-06 15:21:39.149731
Average
Yes
Weekly
Condo
1,099
1,169,862
44
Male
91,561
Single
1
Master's
Employed
50.182044
Urban
Comprehensive
null
7
453
2
2021-12-26 15:21:39.084065
Average
Yes
Daily
Condo
1,231
1,169,863
38
Female
23,704
Single
2
High School
Self-Employed
5.923352
Suburban
Comprehensive
1
16
null
4
2020-10-13 15:21:39.155231
Good
No
Rarely
House
885
1,169,864
30
Male
17,991
Single
3
High School
Unemployed
44.244531
Suburban
Premium
null
9
677
2
2021-11-02 15:21:39.168099
Average
No
Daily
Condo
638
1,169,865
63
Female
8,077
Single
3
Master's
null
15.353358
Rural
Basic
1
8
725
7
2023-06-24 15:21:39.194829
Average
No
Weekly
Apartment
39
1,169,866
31
Male
37,677
Single
0
Master's
Unemployed
44.813204
Rural
Comprehensive
4
15
722
2
2023-11-21 15:21:39.155231
Poor
Yes
Daily
Apartment
1,059
1,169,867
45
Female
10,031
Divorced
1
Master's
Unemployed
7.917914
Rural
Basic
0
0
559
5
2021-10-09 15:21:39.216387
Poor
Yes
Rarely
House
708
1,169,868
36
Female
83,394
Divorced
3
Bachelor's
Employed
29.738234
Urban
Comprehensive
1
11
333
8
2021-06-27 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,324
1,169,869
48
Male
16,195
Divorced
3
Bachelor's
null
30.822601
Suburban
Premium
0
6
576
2
2020-04-13 15:21:39.134960
Good
No
Weekly
House
634
1,169,870
24
Female
4,639
Single
0
Master's
Self-Employed
33.606629
Urban
Basic
2
4
572
5
2020-12-29 15:21:39.172097
Good
No
Weekly
Condo
532
1,169,871
42
Male
16,214
Divorced
3
PhD
null
6.464615
Suburban
Basic
0
7
479
8
2020-05-12 15:21:39.121169
Poor
No
Monthly
Condo
370
1,169,872
53
Male
14,092
Single
4
High School
Employed
17.719552
Urban
Comprehensive
null
4
626
1
2023-02-27 15:21:39.187211
Good
Yes
Weekly
House
535
1,169,873
18
Male
38,152
Divorced
3
High School
Self-Employed
30.908983
Urban
Comprehensive
null
2
815
6
2021-03-09 15:21:39.155231
Poor
No
Monthly
Apartment
2,193
1,169,874
58
Male
15,886
Divorced
2
Bachelor's
null
32.299655
Urban
Comprehensive
0
12
null
4
2023-06-05 15:21:39.172097
Poor
No
Monthly
Condo
25
1,169,875
62
Male
17,114
Single
1
PhD
Employed
34.396679
Suburban
Basic
null
10
690
5
2020-11-10 15:21:39.192212
Poor
Yes
Weekly
Condo
30
1,169,876
43
Female
18,093
Married
null
Bachelor's
Self-Employed
36.865298
Suburban
Premium
0
3
805
8
2023-07-26 15:21:39.280784
Poor
No
Rarely
Apartment
1,313
1,169,877
24
Male
79,063
Single
2
High School
Self-Employed
36.048516
Rural
Basic
null
8
343
2
2021-08-23 15:21:39.226954
Good
Yes
Rarely
Condo
249
1,169,878
64
Female
20,785
Single
3
Master's
Self-Employed
9.958195
Urban
Comprehensive
null
16
310
3
2021-03-16 15:21:39.174719
Average
Yes
Monthly
House
2,078
1,169,879
19
Male
36,353
Divorced
0
Master's
null
20.828009
Urban
Comprehensive
0
13
null
9
2022-02-24 15:21:39.134960
Poor
Yes
Rarely
House
829
1,169,880
28
Female
70,863
Single
4
Bachelor's
Unemployed
33.282382
Rural
Comprehensive
null
19
427
2
2023-12-17 15:21:39.192212
Good
No
Monthly
House
248
1,169,881
50
Female
43,940
Single
2
Master's
Self-Employed
38.7115
Rural
Basic
3
8
845
8
2019-09-18 15:21:39.174719
Average
No
Daily
House
1,745
1,169,882
40
Male
26,761
Divorced
1
PhD
null
24.09722
Urban
Basic
1
4
594
9
2021-06-28 15:21:39.166062
Poor
No
Daily
Condo
973
1,169,883
45
Male
9,095
Married
4
Bachelor's
Employed
24.86956
Urban
Comprehensive
null
18
484
5
2023-03-12 15:21:39.090124
Poor
No
Daily
House
1,360
1,169,884
20
Male
24,226
Married
2
High School
Self-Employed
29.894969
Rural
Basic
null
18
846
3
2023-02-10 15:21:39.170099
Poor
No
Rarely
Apartment
50
1,169,885
38
Female
132,923
Single
1
Master's
Unemployed
42.144476
Rural
Comprehensive
2
17
703
1
2020-12-24 15:21:39.237118
Good
Yes
Daily
Apartment
2,131
1,169,886
62
Female
2,639
Divorced
null
High School
Unemployed
null
Rural
Premium
2
4
729
9
2024-02-04 15:21:39.237118
Good
Yes
Daily
Apartment
481
1,169,887
57
Female
5,907
Divorced
1
High School
Employed
27.430769
Suburban
Premium
2
16
758
5
2022-10-08 15:21:39.134960
Average
No
Monthly
House
679
1,169,888
53
Male
39,436
Married
0
Bachelor's
null
3.093158
Rural
Premium
1
10
null
7
2022-04-17 15:21:39.134960
Good
No
Weekly
Condo
1,225
1,169,889
45
Male
48,878
Divorced
null
Bachelor's
null
51.547288
Rural
Basic
0
4
526
5
2023-11-22 15:21:39.155231
Average
No
Daily
Condo
1,591
1,169,890
48
Female
2,887
Single
1
Bachelor's
Self-Employed
5.664334
Rural
Comprehensive
1
12
303
5
2022-03-29 15:21:39.252145
Poor
No
Monthly
Apartment
2,120
1,169,891
null
Female
131,885
Single
0
High School
null
21.813548
Urban
Basic
null
5
592
3
2019-11-20 15:21:39.256696
Poor
Yes
Daily
Apartment
2,167
1,169,892
54
Female
15,456
Married
1
High School
null
39.793978
Rural
Basic
1
4
639
6
2022-05-10 15:21:39.194829
Average
No
Monthly
Apartment
639
1,169,893
63
Female
15,107
Divorced
1
High School
Unemployed
23.939062
Suburban
Basic
null
0
713
2
2022-03-04 15:21:39.190215
Average
Yes
Daily
Condo
1,334
1,169,894
30
Male
1,526
Married
1
PhD
Employed
25.141146
Rural
Basic
1
19
null
3
2021-11-20 15:21:39.222387
Average
No
Daily
Condo
2,145
1,169,895
57
Male
39,742
Single
3
PhD
Employed
31.907734
Urban
Premium
1
16
557
7
2023-09-27 15:21:39.282785
Poor
Yes
Daily
Condo
963
1,169,896
33
Male
148,912
Married
null
High School
Self-Employed
51.64507
Urban
Premium
null
8
602
1
2021-05-10 15:21:39.194829
Good
No
Rarely
House
1,740
1,169,897
29
Female
18,078
Married
0
High School
Employed
17.292769
Suburban
Comprehensive
null
18
614
8
2024-02-05 15:21:39.155231
Poor
Yes
Rarely
House
793
1,169,898
41
Male
51,832
Married
2
Master's
null
10.711613
Urban
Comprehensive
1
7
461
8
2020-01-31 15:21:39.283783
Good
No
Weekly
Apartment
2,092
1,169,899
58
Female
27,862
Divorced
0
Bachelor's
Self-Employed
23.327331
Rural
Premium
1
8
814
1
2020-10-14 15:21:39.134960
null
Yes
Daily
Apartment
2,357