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
9,600
57
Female
18,074
Single
3
High School
Unemployed
34.814589
Rural
Comprehensive
0
10
826
4
2022-09-23 15:21:39.215386
Good
Yes
Monthly
Condo
1,728
9,601
55
Female
19,527
Married
null
PhD
Unemployed
17.834355
Rural
Comprehensive
0
16
459
1
2021-02-15 15:21:39.226954
Good
Yes
Daily
Condo
2,125
9,602
53
Male
null
Divorced
4
Bachelor's
Employed
23.735776
Urban
Basic
null
17
600
4
2020-01-14 15:21:39.192212
Average
No
Daily
Condo
355
9,603
25
Female
42,079
Divorced
0
PhD
Unemployed
12.670012
Rural
Premium
null
0
null
5
2024-04-12 15:21:39.270454
Average
Yes
Monthly
House
1,554
9,604
63
Male
30,642
Single
2
PhD
Self-Employed
36.769445
Suburban
Basic
0
10
511
5
2021-08-11 15:21:39.172097
Good
Yes
Weekly
Condo
855
9,605
33
Female
132,771
Divorced
3
PhD
null
19.778526
Suburban
Premium
null
14
327
5
2022-12-29 15:21:39.134960
Good
Yes
Weekly
Apartment
666
9,606
21
Female
131,844
Single
null
Master's
Employed
32.182624
Suburban
Premium
null
15
461
8
2024-04-09 15:21:39.088124
Average
No
Monthly
Condo
91
9,607
28
Female
10,127
Married
4
PhD
null
51.434828
Rural
Premium
null
19
727
9
2024-06-26 15:21:39.278402
Average
Yes
Weekly
Condo
595
9,608
58
Female
81,804
Divorced
4
PhD
null
12.895335
Suburban
Basic
2
3
641
7
2024-05-20 15:21:39.209847
Average
No
Daily
Condo
2,357
9,609
32
Male
37,519
Married
0
Master's
Unemployed
15.396908
Urban
Comprehensive
null
1
446
3
2019-09-14 15:21:39.084065
Good
Yes
Rarely
Condo
952
9,610
62
Male
5,566
Divorced
3
Bachelor's
null
22.573406
Rural
Premium
2
8
671
6
2024-03-15 15:21:39.237118
Average
Yes
Weekly
Condo
33
9,611
29
Female
25,131
Single
2
PhD
Employed
44.738517
Rural
Basic
null
5
825
5
2022-06-30 15:21:39.155231
Poor
No
Daily
House
449
9,612
45
Male
71,516
Divorced
null
High School
null
27.355586
Urban
Basic
0
5
519
4
2022-03-20 15:21:39.179186
Average
No
Daily
Condo
200
9,613
55
Female
4,166
Single
null
Bachelor's
null
11.928369
Rural
Basic
2
6
677
6
2020-05-19 15:21:39.172097
Average
No
Daily
Apartment
578
9,614
47
Male
55,657
Single
3
High School
Unemployed
null
Suburban
Comprehensive
null
9
null
4
2022-11-22 15:21:39.223390
Poor
No
Weekly
Apartment
3,136
9,615
49
Male
15,585
Single
4
High School
Employed
14.322925
Urban
Basic
0
11
344
6
2019-12-14 15:21:39.134960
Good
Yes
Daily
Condo
461
9,616
45
Female
23,870
Married
4
Master's
Employed
33.601327
Rural
Comprehensive
4
0
792
1
2023-09-23 15:21:39.187211
Good
Yes
Rarely
Apartment
2,480
9,617
34
Female
26,097
Divorced
0
Bachelor's
null
43.974156
Rural
Comprehensive
1
2
848
1
2020-03-06 15:21:39.209847
Good
Yes
Weekly
Condo
716
9,618
58
Female
40,382
Married
2
High School
Unemployed
20.537907
Urban
Comprehensive
3
0
699
6
2021-04-16 15:21:39.089116
Average
No
Weekly
House
822
9,619
49
Male
25,211
Single
1
Bachelor's
null
16.743276
Urban
Basic
0
14
669
7
2021-01-25 15:21:39.126661
Average
Yes
Rarely
Apartment
45
9,620
25
Male
50,929
null
4
PhD
Self-Employed
42.829987
Rural
Comprehensive
1
12
491
6
2022-06-17 15:21:39.086123
Poor
No
Daily
Apartment
2,326
9,621
35
Female
84,962
Divorced
1
PhD
null
37.364524
Rural
Basic
0
19
330
3
2020-02-25 15:21:39.202448
Average
Yes
Daily
Condo
1,605
9,622
60
Female
14,094
Married
3
Bachelor's
Self-Employed
15.123095
Rural
Comprehensive
null
0
null
5
2024-05-28 15:21:39.274993
Poor
Yes
Monthly
Apartment
855
9,623
39
Male
16,096
Married
0
Master's
Employed
5.591955
Rural
Premium
2
1
718
6
2020-02-11 15:21:39.258696
Average
Yes
Monthly
House
934
9,624
37
Male
13,669
Divorced
0
Master's
null
4.869131
Urban
Comprehensive
null
13
657
9
2022-03-14 15:21:39.267454
Poor
Yes
Rarely
Apartment
1,420
9,625
21
Male
1,367
Divorced
3
High School
null
13.34457
Suburban
Basic
1
7
376
9
2021-12-29 15:21:39.251142
Poor
No
Monthly
House
1,160
9,626
23
Male
55,512
Married
0
Bachelor's
null
42.873255
Urban
Comprehensive
null
10
301
7
2021-10-10 15:21:39.237118
Good
No
Daily
Condo
622
9,627
36
Female
3,440
Married
4
Master's
Unemployed
null
Rural
Premium
0
2
689
2
2021-08-08 15:21:39.095696
Poor
No
Daily
Condo
742
9,628
31
Male
28,897
Married
2
Master's
Self-Employed
42.838399
Urban
Comprehensive
1
16
551
1
2023-03-27 15:21:39.261856
Average
No
Monthly
House
963
9,629
46
Female
35,275
Married
2
High School
Self-Employed
21.936591
Rural
Comprehensive
0
16
739
6
2021-05-03 15:21:39.090124
Poor
No
Weekly
House
2,494
9,630
36
Male
5,957
Married
4
Master's
Self-Employed
22.162516
Urban
Premium
null
17
616
7
2023-03-11 15:21:39.132191
Poor
No
Rarely
Condo
2,567
9,631
32
Female
18,127
Married
3
Master's
null
14.907136
Suburban
Premium
1
18
445
8
2022-07-04 15:21:39.188220
Good
Yes
Rarely
Apartment
3,623
9,632
26
Female
40,323
Married
1
Bachelor's
Self-Employed
34.924633
Urban
Comprehensive
0
9
848
1
2023-03-31 15:21:39.155231
Average
No
Rarely
House
496
9,633
55
Female
33,760
Divorced
0
PhD
Self-Employed
26.794052
Suburban
Comprehensive
0
2
485
4
2021-09-15 15:21:39.270454
Poor
Yes
Monthly
Condo
3,158
9,634
52
Female
35,890
Divorced
4
High School
Employed
36.266777
Suburban
Basic
3
4
738
6
2021-10-06 15:21:39.237118
Average
No
Monthly
Condo
836
9,635
33
Female
76,449
Divorced
3
Master's
Employed
32.81643
Rural
Comprehensive
null
19
441
7
2020-01-09 15:21:39.087123
Average
No
Daily
House
740
9,636
32
Female
3,625
Single
3
PhD
Employed
12.749058
Urban
Premium
0
5
445
9
2021-08-02 15:21:39.133866
Good
Yes
Weekly
Apartment
1,289
9,637
59
Female
26,255
Divorced
3
Bachelor's
Employed
26.678847
Rural
Comprehensive
2
9
313
1
2020-11-30 15:21:39.254678
Average
Yes
Monthly
House
956
9,638
37
Female
61,263
Divorced
3
Bachelor's
Self-Employed
17.834727
Suburban
Basic
0
11
402
3
2024-04-01 15:21:39.082499
Poor
Yes
Daily
House
1,954
9,639
24
Male
3,088
Divorced
null
High School
null
17.73498
Urban
Premium
null
15
585
7
2020-04-17 15:21:39.131192
Average
Yes
Rarely
Apartment
231
9,640
51
Male
18,230
Married
2
High School
Unemployed
16.928222
Suburban
Premium
1
9
null
3
2021-09-15 15:21:39.244069
Poor
No
Monthly
House
23
9,641
53
Male
104,949
Married
3
High School
Unemployed
44.945344
Suburban
Comprehensive
null
12
450
9
2019-10-28 15:21:39.256696
Good
No
Weekly
House
567
9,642
55
Female
27,033
Married
1
Master's
Employed
18.391759
Suburban
Premium
null
18
730
7
2022-02-23 15:21:39.093681
Poor
No
Daily
Condo
583
9,643
41
Male
26,345
Divorced
3
High School
Employed
6.371982
Urban
Basic
1
15
307
7
2023-11-15 15:21:39.237118
Average
Yes
Monthly
Apartment
893
9,644
50
Male
144,946
Single
1
PhD
null
13.895326
Rural
Basic
1
7
421
5
2024-01-28 15:21:39.252145
Average
No
Daily
Apartment
536
9,645
41
Male
43,848
Married
3
Master's
Employed
24.246936
Rural
Premium
null
13
393
4
2021-05-16 15:21:39.154008
Good
Yes
Monthly
House
48
9,646
58
Male
43,892
Divorced
1
High School
Unemployed
36.38744
Rural
Comprehensive
null
18
531
3
2020-02-16 15:21:39.134960
Poor
No
Daily
Condo
545
9,647
57
Female
11,563
Divorced
4
PhD
null
14.291804
Urban
Premium
1
14
442
8
2022-12-06 15:21:39.219432
Good
Yes
Weekly
Apartment
1,251
9,648
41
Female
37,994
Married
4
High School
Unemployed
17.974126
Urban
Comprehensive
0
17
741
3
2021-05-19 15:21:39.276901
null
Yes
Weekly
Condo
865
9,649
49
Male
58,662
Single
3
High School
Unemployed
33.898115
Suburban
Basic
null
11
306
2
2023-11-13 15:21:39.155231
Poor
Yes
Weekly
House
78
9,650
36
Female
2,456
Single
2
High School
Employed
19.76909
Rural
Comprehensive
3
9
639
4
2022-08-23 15:21:39.279729
Good
No
Weekly
House
1,324
9,651
55
Female
28,894
Divorced
1
High School
Employed
26.744457
Rural
Basic
null
18
null
2
2023-03-17 15:21:39.228521
Poor
Yes
Weekly
House
739
9,652
55
Female
null
Single
2
Master's
null
23.203417
Suburban
Comprehensive
1
16
621
6
2020-10-21 15:21:39.237118
Average
No
Daily
Condo
422
9,653
60
Female
51,653
Single
4
High School
Unemployed
33.845401
Rural
Premium
null
15
627
8
2019-11-01 15:21:39.126661
Poor
Yes
Rarely
House
136
9,654
27
Male
103,518
Married
null
PhD
Employed
26.098564
Suburban
Basic
2
2
376
6
2021-11-10 15:21:39.126661
Poor
Yes
Rarely
Apartment
1,307
9,655
61
Male
1,612
Divorced
1
PhD
Employed
21.083667
Urban
Premium
4
3
null
5
2024-06-24 15:21:39.213373
Poor
No
Daily
Apartment
1,092
9,656
20
Male
15,986
Married
4
PhD
Employed
17.644997
Urban
Comprehensive
0
2
305
6
2021-02-19 15:21:39.192212
Good
No
Monthly
Apartment
1,401
9,657
49
Female
13,981
Single
null
High School
Employed
26.716999
Urban
Basic
null
2
751
9
2019-11-09 15:21:39.155231
Good
No
Monthly
House
638
9,658
30
Male
17,119
Married
4
PhD
Self-Employed
17.847788
Suburban
Comprehensive
0
17
551
7
2021-11-06 15:21:39.237118
null
No
Monthly
Apartment
814
9,659
21
Female
35,786
Married
4
PhD
Unemployed
37.751366
Suburban
Basic
null
16
759
6
2023-03-03 15:21:39.155231
Poor
Yes
Rarely
Condo
814
9,660
28
Female
26,963
Single
1
PhD
Self-Employed
8.985729
Rural
Premium
null
11
364
1
2024-03-22 15:21:39.289099
Poor
Yes
Rarely
House
2,097
9,661
23
Male
143,877
Single
1
Bachelor's
Self-Employed
null
Rural
Comprehensive
2
14
646
8
2021-01-11 15:21:39.182597
Average
Yes
Rarely
House
1,044
9,662
60
Female
37,368
Single
3
PhD
Employed
14.895769
Suburban
Premium
0
7
838
5
2022-07-08 15:21:39.221386
Average
No
Weekly
Apartment
1,091
9,663
48
Female
16,149
Single
1
Master's
Employed
51.494517
Urban
Basic
2
18
null
5
2023-04-14 15:21:39.115178
Average
Yes
Rarely
Apartment
934
9,664
42
Male
1,059
Married
1
Bachelor's
null
23.735252
Rural
Basic
1
10
749
3
2023-02-11 15:21:39.256696
Good
Yes
Daily
House
434
9,665
52
Female
4,077
Married
2
Master's
Employed
3.836366
Suburban
Premium
0
14
421
4
2022-10-02 15:21:39.149731
Good
Yes
Weekly
House
844
9,666
42
Male
17,085
Divorced
1
Bachelor's
null
29.534898
Suburban
Premium
null
12
622
5
2021-12-14 15:21:39.202448
Average
No
Rarely
Apartment
2,473
9,667
64
Female
51,812
Married
0
PhD
Unemployed
44.07166
Urban
Comprehensive
0
16
327
6
2020-02-05 15:21:39.185215
Poor
No
Monthly
House
1,150
9,668
39
Female
6,503
Divorced
4
Master's
Unemployed
25.813953
Rural
Premium
2
13
770
6
2022-06-05 15:21:39.223901
Poor
No
Weekly
House
511
9,669
34
Female
27,929
Single
3
Bachelor's
Unemployed
20.555821
Suburban
Premium
1
7
818
1
2023-12-27 15:21:39.105504
Good
Yes
Rarely
Condo
1,515
9,670
47
Female
14,053
Single
0
Bachelor's
null
11.382865
Rural
Premium
0
7
547
5
2021-03-17 15:21:39.155231
Poor
No
Monthly
Condo
1,747
9,671
34
Male
141,496
Single
3
Bachelor's
Employed
null
Suburban
Comprehensive
null
13
330
1
2022-02-19 15:21:39.155231
Poor
Yes
Weekly
House
948
9,672
45
Male
727
Married
2
Bachelor's
null
null
Rural
Premium
1
3
557
5
2024-05-22 15:21:39.092127
Good
No
Monthly
House
823
9,673
26
Female
25,169
Divorced
1
Master's
null
37.649823
Urban
Comprehensive
null
4
757
2
2021-04-17 15:21:39.208842
Average
Yes
Monthly
Apartment
1,220
9,674
43
Female
6,859
Single
4
PhD
Employed
13.520413
Urban
Basic
2
9
522
9
2023-01-07 15:21:39.154008
Average
Yes
Monthly
Condo
901
9,675
54
Female
17,114
Married
4
Bachelor's
null
44.461717
Urban
Comprehensive
1
15
784
4
2019-10-25 15:21:39.253660
Average
Yes
Weekly
Condo
1,841
9,676
22
Male
2,692
Single
1
Bachelor's
Self-Employed
30.390595
Rural
Comprehensive
2
13
null
1
2019-12-22 15:21:39.246098
Poor
Yes
Rarely
Condo
621
9,677
37
Male
122,696
Married
3
PhD
Self-Employed
6.574864
Rural
Premium
0
19
456
6
2024-04-26 15:21:39.085129
Average
Yes
Daily
House
30
9,678
46
Male
34,374
Divorced
3
High School
Self-Employed
29.980056
Urban
Basic
0
1
761
9
2021-04-24 15:21:39.170099
Poor
Yes
Weekly
Apartment
2,103
9,679
33
Male
4,518
Divorced
1
Bachelor's
Unemployed
25.37747
Suburban
Premium
0
10
761
5
2019-12-12 15:21:39.237118
Poor
Yes
Daily
Apartment
828
9,680
63
Male
18,561
Married
1
High School
null
30.886549
Urban
Comprehensive
0
11
672
9
2021-08-19 15:21:39.155231
Good
Yes
Rarely
Apartment
647
9,681
18
Female
15,259
Single
1
PhD
null
21.884549
Urban
Comprehensive
1
12
483
1
2023-08-02 15:21:39.213373
Good
No
Monthly
Apartment
716
9,682
41
Female
2,654
Married
3
PhD
Self-Employed
24.355562
Rural
Comprehensive
null
10
789
1
2020-12-25 15:21:39.236064
Average
No
Weekly
Condo
160
9,683
47
Male
38,402
Divorced
4
Master's
null
36.240065
Suburban
Premium
1
4
null
7
2020-02-08 15:21:39.180553
Poor
No
Weekly
House
754
9,684
41
Female
29,897
Single
0
Bachelor's
Self-Employed
23.646069
Suburban
Comprehensive
2
12
309
7
2023-06-24 15:21:39.126661
Good
Yes
Daily
Condo
1,054
9,685
62
Female
45,318
Married
3
PhD
Unemployed
4.492729
Rural
Premium
null
4
749
5
2020-08-13 15:21:39.226954
Good
No
Daily
House
1,124
9,686
42
Female
144,256
Divorced
3
Master's
Employed
27.955326
Urban
Comprehensive
3
12
639
6
2022-04-06 15:21:39.126661
Poor
No
Weekly
Condo
252
9,687
35
Male
41,999
Married
0
Bachelor's
Unemployed
51.064173
Urban
Comprehensive
1
5
725
3
2020-05-21 15:21:39.143708
Good
No
Monthly
House
830
9,688
26
Female
87,960
Married
0
Master's
null
12.803667
Urban
Premium
null
3
307
7
2024-07-13 15:21:39.134960
Average
Yes
Monthly
House
2,146
9,689
25
Male
113,637
Single
3
PhD
Unemployed
36.154078
Suburban
Comprehensive
0
13
null
6
2022-08-16 15:21:39.237118
Poor
No
Weekly
Apartment
130
9,690
47
Male
40,881
Married
0
PhD
Self-Employed
25.359846
Suburban
Basic
null
0
null
4
2022-06-28 15:21:39.276901
Poor
No
Monthly
Apartment
1,059
9,691
50
Male
15,600
Married
0
PhD
Employed
10.926289
Rural
Comprehensive
1
14
408
5
2024-02-04 15:21:39.155231
Average
No
Daily
Condo
3,001
9,692
46
Female
14,314
Single
0
Master's
Self-Employed
41.998949
Urban
Premium
null
0
674
9
2021-01-25 15:21:39.237118
Average
Yes
Daily
House
282
9,693
53
Male
44,714
Single
null
Bachelor's
Unemployed
28.824996
Urban
Premium
0
15
465
7
2021-01-30 15:21:39.231531
Poor
No
Rarely
Apartment
242
9,694
36
Female
5,925
Married
null
PhD
Self-Employed
39.751951
Suburban
Comprehensive
0
6
null
6
2023-02-21 15:21:39.098696
Good
No
Monthly
Condo
815
9,695
45
Female
74,468
Single
4
PhD
Self-Employed
23.08473
Suburban
Premium
3
3
545
8
2024-05-28 15:21:39.257696
Poor
Yes
Weekly
House
290
9,696
56
Male
77,823
Married
0
High School
Self-Employed
null
Urban
Basic
3
14
null
1
2020-07-19 15:21:39.177724
null
Yes
Daily
Apartment
533
9,697
64
Female
72,338
Single
2
Bachelor's
Unemployed
24.975746
Suburban
Comprehensive
0
0
607
6
2022-06-15 15:21:39.237118
Good
Yes
Monthly
House
253
9,698
51
Female
90,723
Married
4
Master's
Employed
15.604508
Rural
Premium
1
0
740
8
2019-08-19 15:21:39.175719
Good
No
Daily
Apartment
130
9,699
21
Male
44,918
Divorced
1
Bachelor's
Self-Employed
51.709675
Suburban
Premium
1
12
603
6
2021-09-02 15:21:39.269494
Poor
Yes
Monthly
Apartment
806