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
4,800
34
Female
22,278
Married
0
High School
Self-Employed
32.67343
Suburban
Comprehensive
null
17
null
6
2023-10-31 15:21:39.251142
Poor
Yes
Rarely
Apartment
235
4,801
63
Male
22,926
Single
4
Bachelor's
Self-Employed
28.816089
Rural
Premium
2
14
null
7
2024-02-03 15:21:39.283783
Good
No
Monthly
House
1,543
4,802
19
Female
30,562
Married
4
High School
null
12.456901
Suburban
Basic
1
19
659
8
2023-03-05 15:21:39.208842
Poor
No
Weekly
Condo
2,054
4,803
56
Male
93,659
Single
0
PhD
Self-Employed
41.242835
Suburban
Basic
1
2
791
5
2021-11-25 15:21:39.237118
Average
No
Monthly
Condo
264
4,804
38
Male
6,924
Single
2
Master's
Employed
22.827838
Suburban
Premium
0
14
498
9
2023-03-08 15:21:39.174719
Good
Yes
Rarely
Apartment
798
4,805
56
Female
21,698
Divorced
0
High School
Employed
21.872154
Suburban
Premium
null
15
794
1
2020-01-16 15:21:39.134960
null
Yes
Rarely
Condo
533
4,806
45
Female
40,930
Divorced
1
PhD
Employed
4.774778
Suburban
Basic
0
18
759
8
2022-01-03 15:21:39.237118
Good
Yes
Monthly
Condo
472
4,807
20
Male
15,258
Married
3
PhD
Self-Employed
21.785046
Urban
Comprehensive
1
5
695
2
2024-01-26 15:21:39.208842
Good
No
Daily
Condo
2,909
4,808
31
Male
18,086
Divorced
1
Bachelor's
Unemployed
23.908983
Suburban
Premium
0
16
310
3
2022-06-23 15:21:39.155231
Average
No
Rarely
Apartment
1,132
4,809
25
Female
22,424
Married
2
PhD
Self-Employed
26.907856
Suburban
Premium
null
11
553
6
2021-05-09 15:21:39.080440
Good
No
Rarely
Apartment
872
4,810
59
Female
8,881
Married
null
Bachelor's
null
null
Urban
Premium
null
14
679
9
2021-12-05 15:21:39.091080
Average
No
Rarely
Condo
1,040
4,811
37
Female
18,368
Married
null
Bachelor's
Self-Employed
null
Rural
Comprehensive
0
6
516
1
2021-10-01 15:21:39.134960
Poor
No
Monthly
Condo
1,801
4,812
51
Female
28,371
Divorced
4
PhD
Self-Employed
45.816778
Suburban
Comprehensive
2
17
null
9
2022-12-23 15:21:39.081504
Good
No
Daily
Apartment
717
4,813
19
Male
9,970
Single
4
PhD
Self-Employed
20.158119
Urban
Comprehensive
1
2
568
5
2023-11-29 15:21:39.134960
Good
Yes
Rarely
Condo
1,262
4,814
59
Female
74,996
Single
2
Bachelor's
null
25.907732
Urban
Premium
null
16
401
9
2023-02-08 15:21:39.111551
Poor
No
Monthly
Apartment
1,295
4,815
47
Male
44,759
Single
2
PhD
null
34.017433
Suburban
Premium
3
19
692
3
2022-11-06 15:21:39.175719
Poor
Yes
Weekly
Condo
988
4,816
36
Female
40,092
Single
4
High School
Unemployed
51.317035
Urban
Premium
2
4
678
4
2023-06-05 15:21:39.215386
Average
No
Weekly
House
925
4,817
20
Female
15,401
Divorced
2
Master's
Unemployed
4.827115
Rural
Comprehensive
1
9
823
6
2023-07-21 15:21:39.098696
null
Yes
Weekly
Apartment
1,778
4,818
57
Female
5,769
Married
0
Master's
null
43.839178
Suburban
Comprehensive
null
17
426
3
2020-05-31 15:21:39.080440
Poor
No
Monthly
House
1,133
4,819
44
Female
46,115
Divorced
2
High School
Self-Employed
null
Urban
Premium
null
6
611
8
2023-01-02 15:21:39.126661
Good
Yes
Weekly
House
685
4,820
27
Female
10,025
Divorced
2
PhD
Unemployed
null
Urban
Basic
1
15
703
6
2022-05-02 15:21:39.134960
Average
No
Weekly
Condo
549
4,821
47
Male
28,706
Married
4
High School
Unemployed
37.89049
Rural
Comprehensive
1
2
null
7
2022-04-28 15:21:39.166062
Average
Yes
Weekly
House
537
4,822
47
Female
38,305
Divorced
0
PhD
Unemployed
13.88221
Rural
Comprehensive
2
7
301
8
2024-04-03 15:21:39.272456
Average
Yes
Daily
House
839
4,823
63
Female
17,853
Divorced
3
Bachelor's
Unemployed
41.654981
Suburban
Premium
1
7
564
5
2020-02-01 15:21:39.232526
Average
Yes
Monthly
Condo
214
4,824
61
Male
17,155
Divorced
3
Master's
Self-Employed
24.633252
Suburban
Comprehensive
null
11
650
8
2022-09-03 15:21:39.286113
Good
No
Rarely
Condo
1,173
4,825
24
Female
44,712
null
2
Bachelor's
Self-Employed
33.287747
Urban
Comprehensive
0
11
807
4
2022-03-08 15:21:39.226954
Average
Yes
Rarely
Apartment
639
4,826
49
Male
null
Single
2
High School
Unemployed
31.598767
Rural
Basic
1
13
447
1
2023-03-18 15:21:39.155231
Good
No
Daily
Apartment
23
4,827
35
Male
33,101
Divorced
0
Bachelor's
Self-Employed
14.986179
Suburban
Comprehensive
0
15
523
8
2022-12-18 15:21:39.174719
null
Yes
Daily
Condo
292
4,828
55
Female
27,808
Single
4
Bachelor's
Unemployed
8.262866
Rural
Comprehensive
0
17
763
7
2020-09-24 15:21:39.199447
Good
No
Rarely
House
241
4,829
61
Male
24,897
Single
0
High School
null
17.914491
Rural
Premium
2
2
null
2
2023-02-25 15:21:39.261856
Poor
No
Rarely
Apartment
2,320
4,830
61
Male
1,809
Single
3
Bachelor's
Employed
30.24888
Urban
Basic
2
3
null
1
2021-07-25 15:21:39.237118
Average
Yes
Weekly
House
713
4,831
37
Female
1,488
Married
4
High School
null
null
Urban
Comprehensive
null
15
554
1
2020-03-02 15:21:39.237118
Poor
Yes
Weekly
Apartment
112
4,832
null
Male
17,091
Divorced
1
Master's
Unemployed
27.727839
Urban
Basic
1
19
565
2
2022-07-17 15:21:39.190215
Good
Yes
Daily
House
3,262
4,833
34
Male
15,891
Married
1
PhD
Unemployed
18.011687
Suburban
Comprehensive
1
2
578
3
2023-06-15 15:21:39.155231
Good
Yes
Daily
Condo
2,402
4,834
42
Female
121,598
Married
2
PhD
Unemployed
29.914054
Urban
Premium
2
9
402
3
2020-06-21 15:21:39.111551
Poor
No
Rarely
House
863
4,835
62
Female
4,865
Married
1
High School
null
null
Suburban
Comprehensive
null
3
372
7
2024-01-24 15:21:39.144722
Poor
Yes
Rarely
Condo
537
4,836
39
Male
16,862
Divorced
2
PhD
Unemployed
16.939115
Suburban
Premium
1
0
772
9
2023-05-09 15:21:39.151732
Average
No
Rarely
Apartment
1,139
4,837
32
Male
91,831
Divorced
0
Master's
Employed
39.456005
Rural
Comprehensive
null
17
679
1
2022-03-18 15:21:39.081504
null
No
Daily
Apartment
323
4,838
44
Female
5,891
Divorced
0
PhD
Employed
16.158318
Urban
Comprehensive
null
5
705
4
2022-07-25 15:21:39.185215
Good
Yes
Monthly
Condo
706
4,839
62
Male
23,755
Divorced
1
Bachelor's
null
44.350043
Urban
Premium
0
7
613
2
2024-07-18 15:21:39.274993
Good
Yes
Weekly
Apartment
1,858
4,840
61
Female
2,567
Single
null
PhD
Employed
null
Suburban
Premium
null
8
615
6
2021-01-30 15:21:39.289099
Good
No
Daily
Apartment
940
4,841
33
Female
45,612
Single
2
High School
null
36.683381
Rural
Basic
1
7
542
1
2021-04-27 15:21:39.083497
Good
No
Weekly
Apartment
614
4,842
33
Female
3,358
Married
3
High School
null
13.297872
Rural
Premium
0
5
null
4
2021-12-21 15:21:39.251142
Average
Yes
Weekly
Apartment
4,626
4,843
55
Male
6,051
Divorced
2
High School
Unemployed
34.798876
Urban
Premium
null
4
825
6
2024-05-12 15:21:39.133866
Good
No
Daily
House
1,150
4,844
25
Male
23,273
Married
2
Bachelor's
Unemployed
23.13399
Rural
Comprehensive
1
3
794
2
2019-11-19 15:21:39.274993
Good
Yes
Monthly
Apartment
37
4,845
62
Male
12,688
Single
4
High School
Self-Employed
31.839014
Urban
Premium
null
15
697
9
2019-08-20 15:21:39.258696
Average
No
Weekly
House
1,520
4,846
22
Male
null
Single
1
Bachelor's
Unemployed
13.038269
Rural
Basic
null
1
466
1
2023-04-01 15:21:39.122134
null
Yes
Rarely
Condo
62
4,847
42
Male
16,862
Married
4
High School
Employed
44.24236
Urban
Basic
null
14
613
5
2022-07-22 15:21:39.171102
Good
Yes
Monthly
House
1,320
4,848
40
Male
8,984
Married
4
High School
null
22.24709
Rural
Premium
null
14
488
6
2020-10-24 15:21:39.134960
Good
Yes
Daily
Condo
220
4,849
30
Male
81,814
Divorced
1
PhD
Self-Employed
27.247424
Urban
Basic
null
6
434
6
2020-06-14 15:21:39.194829
Poor
No
Weekly
Condo
1,414
4,850
42
Female
15,284
Married
0
Master's
Self-Employed
22.935988
Suburban
Premium
2
4
677
4
2020-03-13 15:21:39.144722
Good
Yes
Weekly
House
1,522
4,851
60
Female
27,231
Married
3
Bachelor's
null
40.637234
Rural
Basic
2
0
null
9
2021-05-31 15:21:39.134960
Poor
No
Weekly
Apartment
2,146
4,852
34
Female
20,840
Divorced
2
Master's
Self-Employed
13.624274
Suburban
Basic
null
12
437
8
2020-10-18 15:21:39.134960
Good
Yes
Daily
Condo
914
4,853
null
Female
94,083
Single
0
Master's
null
36.567386
Urban
Premium
0
17
303
3
2023-01-02 15:21:39.176717
Poor
Yes
Monthly
Apartment
428
4,854
49
Male
5,904
Married
null
High School
Unemployed
44.842485
Suburban
Premium
1
7
513
9
2020-11-09 15:21:39.132191
Average
No
Monthly
Condo
1,526
4,855
57
Female
34,681
Divorced
3
High School
Unemployed
21.857217
Suburban
Comprehensive
0
13
634
1
2024-07-13 15:21:39.107553
Good
No
Weekly
Condo
2,295
4,856
37
Male
85,623
Divorced
3
High School
null
17.791801
Suburban
Basic
2
16
709
9
2024-06-28 15:21:39.097737
null
Yes
Rarely
Apartment
109
4,857
27
Male
14,092
Married
null
PhD
null
8.473888
Rural
Basic
2
14
471
8
2023-12-15 15:21:39.268507
Good
Yes
Monthly
House
1,608
4,858
59
Male
1,334
Single
2
PhD
Employed
8.979083
Rural
Premium
2
8
748
1
2023-10-03 15:21:39.237118
Good
No
Monthly
Apartment
827
4,859
55
Male
34,464
Married
2
Master's
Self-Employed
24.84846
Rural
Basic
null
0
null
8
2023-01-18 15:21:39.237118
Poor
Yes
Monthly
House
191
4,860
42
Male
16,862
Single
3
Master's
Self-Employed
27.959778
Rural
Basic
null
18
705
6
2020-03-25 15:21:39.258696
Poor
No
Weekly
Condo
2,771
4,861
28
Female
84,552
Divorced
3
High School
Self-Employed
24.144576
Suburban
Comprehensive
0
1
674
4
2022-10-30 15:21:39.276901
null
No
Daily
Condo
4,548
4,862
55
Female
27,442
Married
1
PhD
Unemployed
null
Rural
Comprehensive
null
14
null
8
2020-03-04 15:21:39.155231
Good
Yes
Monthly
Apartment
678
4,863
21
Male
20,303
Single
1
PhD
Self-Employed
22.417775
Rural
Basic
null
2
721
5
2023-05-25 15:21:39.097737
Good
No
Daily
Apartment
531
4,864
54
Male
25,235
Single
0
Bachelor's
Unemployed
27.481608
Suburban
Comprehensive
1
17
729
5
2021-07-28 15:21:39.175719
Good
Yes
Monthly
Apartment
28
4,865
49
Female
43,879
Married
1
Bachelor's
Employed
16.717137
Suburban
Basic
0
1
null
9
2022-08-11 15:21:39.271453
Good
Yes
Daily
House
890
4,866
59
Male
8,094
Divorced
4
PhD
Employed
28.867808
Suburban
Basic
0
13
791
6
2020-06-22 15:21:39.226954
Average
No
Rarely
Apartment
522
4,867
51
Female
16,045
Single
0
Master's
Employed
31.584209
Rural
Basic
null
9
728
1
2021-06-01 15:21:39.216387
Good
No
Monthly
Apartment
417
4,868
19
Female
18,063
Divorced
null
PhD
Self-Employed
null
Rural
Basic
2
19
null
3
2022-07-07 15:21:39.237118
Good
Yes
Monthly
Condo
1,117
4,869
60
Female
64,490
Divorced
2
Bachelor's
null
7.424839
Suburban
Comprehensive
1
9
364
8
2024-01-06 15:21:39.134960
Good
No
Weekly
Apartment
670
4,870
38
Female
37,407
Married
2
High School
Employed
19.896433
Rural
Basic
1
12
763
9
2020-11-19 15:21:39.237118
Good
No
Weekly
Apartment
671
4,871
30
Male
36,203
Divorced
1
Bachelor's
Unemployed
26.652088
Rural
Comprehensive
0
3
682
5
2020-02-23 15:21:39.090124
Good
No
Weekly
Condo
477
4,872
50
Female
16,054
Single
3
High School
null
24.84656
Urban
Comprehensive
null
7
697
9
2022-01-07 15:21:39.126661
Good
No
Weekly
Apartment
595
4,873
46
Female
609
Single
4
Master's
null
44.77441
Suburban
Premium
0
3
511
2
2023-03-15 15:21:39.155231
Poor
Yes
Daily
Condo
1,844
4,874
41
Male
1,207
Single
0
PhD
Unemployed
null
Suburban
Comprehensive
1
8
543
1
2022-08-08 15:21:39.134960
Good
No
Daily
Condo
541
4,875
20
Male
12,266
Married
2
Bachelor's
null
35.684702
Rural
Basic
null
16
451
4
2024-04-10 15:21:39.271453
Average
No
Rarely
Apartment
1,150
4,876
64
Female
23,791
Married
3
Bachelor's
Employed
43.353745
Urban
Comprehensive
3
2
748
7
2021-09-09 15:21:39.122134
Average
No
Weekly
House
696
4,877
19
Female
11,940
Single
3
Master's
Self-Employed
38.077545
Rural
Basic
null
17
616
6
2020-06-11 15:21:39.092127
Good
No
Rarely
Apartment
1,889
4,878
45
Male
null
Divorced
3
PhD
Employed
51.585429
Rural
Premium
null
10
574
3
2020-10-14 15:21:39.269494
Average
No
Weekly
Apartment
400
4,879
38
Male
908
Divorced
1
High School
Unemployed
18.270907
Suburban
Premium
1
6
343
3
2023-06-05 15:21:39.237118
Poor
Yes
Rarely
Condo
1,424
4,880
46
Female
34,374
Married
4
Bachelor's
Employed
14.542204
Urban
Premium
2
0
602
6
2024-05-05 15:21:39.252145
Good
No
Rarely
House
3,086
4,881
62
Male
74,477
Divorced
4
High School
Self-Employed
39.7173
Suburban
Comprehensive
1
0
332
7
2023-09-23 15:21:39.097737
Poor
Yes
Daily
Condo
290
4,882
40
Male
40,625
Married
0
Bachelor's
Unemployed
27.425989
Urban
Comprehensive
0
13
773
1
2021-10-23 15:21:39.094752
Poor
Yes
Weekly
House
588
4,883
28
Male
28,005
Single
2
Bachelor's
Unemployed
32.959588
Urban
Premium
2
12
593
8
2022-02-15 15:21:39.176717
Good
No
Weekly
House
1,527
4,884
55
Female
1,335
Divorced
2
Master's
Unemployed
7.011771
Suburban
Premium
0
2
595
8
2023-02-07 15:21:39.106582
Poor
Yes
Weekly
Apartment
2,016
4,885
20
Male
53,626
Married
null
High School
null
27.553022
Urban
Premium
1
14
417
9
2020-09-10 15:21:39.080440
Poor
No
Weekly
Condo
1,354
4,886
42
Female
120,943
Divorced
0
Master's
Self-Employed
19.923899
Suburban
Premium
1
19
382
5
2023-01-14 15:21:39.252145
Poor
Yes
Rarely
Apartment
1,186
4,887
54
Female
2,071
Married
null
High School
Self-Employed
35.478619
Suburban
Comprehensive
2
5
476
1
2022-02-22 15:21:39.237118
Good
No
Daily
House
3,472
4,888
42
Male
28,333
Divorced
2
PhD
Unemployed
42.174768
Urban
Comprehensive
2
5
622
9
2021-10-22 15:21:39.155231
Poor
No
Monthly
House
824
4,889
29
Female
27,430
Divorced
0
Bachelor's
Employed
3.128932
Suburban
Basic
1
18
696
6
2019-10-13 15:21:39.261856
Average
Yes
Rarely
Apartment
1,071
4,890
59
Female
38,730
Married
4
Bachelor's
Unemployed
30.958873
Urban
Basic
null
13
null
7
2019-09-27 15:21:39.225916
Good
Yes
Rarely
House
1,090
4,891
48
Male
34,221
Married
2
Bachelor's
Unemployed
30.567282
Urban
Basic
0
11
602
9
2021-02-03 15:21:39.186212
Average
No
Daily
Apartment
671
4,892
35
Female
94,953
Married
4
Master's
Employed
23.071871
Rural
Comprehensive
2
17
558
7
2021-07-04 15:21:39.130190
Average
Yes
Monthly
Condo
3,360
4,893
37
Male
15,945
Divorced
0
Bachelor's
null
24.137041
Rural
Basic
1
17
null
5
2023-01-02 15:21:39.154008
Poor
Yes
Daily
Apartment
1,033
4,894
49
Female
69,299
Single
2
Bachelor's
Self-Employed
21.671665
Rural
Comprehensive
2
2
443
1
2021-12-26 15:21:39.236064
Poor
No
Daily
House
116
4,895
38
Male
16,751
Single
1
PhD
Unemployed
24.63715
Urban
Premium
2
11
668
5
2021-11-26 15:21:39.237118
Good
No
Rarely
Apartment
651
4,896
32
Male
39,766
Married
2
PhD
null
29.232411
Urban
Premium
0
5
607
4
2022-05-19 15:21:39.092127
Average
No
Daily
Condo
2,273
4,897
29
Male
56,797
Married
2
PhD
Unemployed
3.907863
Rural
Basic
1
6
508
2
2021-03-16 15:21:39.155231
Average
No
Monthly
Condo
27
4,898
18
Male
39,735
Married
0
High School
Unemployed
26.56646
Rural
Basic
2
3
729
7
2020-07-18 15:21:39.254678
Average
No
Monthly
Condo
909
4,899
30
Female
6,571
Married
0
Master's
null
28.751849
Suburban
Comprehensive
0
8
326
8
2022-07-08 15:21:39.134960
Poor
No
Daily
Condo
26