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
5,800
54
Female
69,377
Married
4
High School
null
37.945164
Urban
Basic
2
10
554
1
2020-07-14 15:21:39.175719
Average
No
Weekly
House
325
5,801
47
Male
4,907
Divorced
2
PhD
Employed
null
Suburban
Basic
null
4
706
5
2022-11-03 15:21:39.085129
Average
No
Monthly
Condo
1,338
5,802
61
Male
10,464
Divorced
2
PhD
Unemployed
24.824137
Suburban
Premium
0
18
null
6
2022-08-12 15:21:39.199447
Average
No
Weekly
House
646
5,803
44
Male
55,831
Divorced
null
Master's
null
12.926575
Rural
Basic
0
7
null
6
2022-03-24 15:21:39.252145
null
No
Rarely
House
3,829
5,804
20
Male
17,087
Single
1
Master's
Employed
42.776969
Suburban
Comprehensive
2
18
369
4
2020-05-12 15:21:39.092127
Average
Yes
Daily
Condo
486
5,805
42
Female
4,983
Married
2
Bachelor's
Employed
14.924038
Rural
Comprehensive
3
13
404
2
2023-10-06 15:21:39.259788
Poor
Yes
Rarely
Condo
2,144
5,806
39
Female
7,097
Divorced
0
Bachelor's
Self-Employed
27.572654
Suburban
Comprehensive
null
17
678
5
2022-07-29 15:21:39.091080
Average
No
Daily
Condo
566
5,807
56
Male
15,274
Divorced
2
PhD
Unemployed
22.539708
Suburban
Comprehensive
1
9
639
5
2023-04-21 15:21:39.177724
null
Yes
Rarely
Apartment
806
5,808
46
Female
7,991
Single
1
Bachelor's
Employed
19.068104
Rural
Premium
2
11
756
4
2020-03-29 15:21:39.237118
Poor
No
Weekly
House
602
5,809
58
Female
28,881
Divorced
0
Master's
null
36.395058
Suburban
Basic
null
3
683
6
2022-11-29 15:21:39.290098
Good
Yes
Monthly
Apartment
1,326
5,810
48
Female
81,798
Married
4
PhD
Employed
43.906997
Rural
Premium
1
6
406
9
2024-06-14 15:21:39.245086
Average
No
Rarely
House
3,607
5,811
18
Female
24,746
Single
3
Master's
Unemployed
44.890266
Rural
Comprehensive
2
15
536
4
2022-10-25 15:21:39.250151
Good
Yes
Monthly
Apartment
1,201
5,812
33
Male
18,794
Divorced
2
Bachelor's
Self-Employed
30.678313
Rural
Premium
2
16
399
2
2020-09-01 15:21:39.273973
Poor
No
Daily
Condo
27
5,813
30
Male
51,801
Married
null
High School
Employed
26.738278
Rural
Premium
null
1
311
1
2020-02-29 15:21:39.237118
Poor
Yes
Monthly
Condo
3,376
5,814
18
Female
53,617
Single
1
High School
null
46.246508
Urban
Premium
null
2
807
6
2024-01-03 15:21:39.155231
Good
Yes
Daily
House
146
5,815
36
Female
91,249
Married
0
Bachelor's
Employed
51.935453
Urban
Basic
null
16
595
5
2021-05-08 15:21:39.134960
Average
Yes
Rarely
Apartment
1,178
5,816
61
Male
24,761
Single
4
Bachelor's
Employed
24.16082
Rural
Comprehensive
null
17
809
8
2022-09-13 15:21:39.085129
Good
Yes
Rarely
House
904
5,817
23
Male
46,346
Single
3
PhD
Employed
47.178441
Rural
Basic
null
6
307
1
2022-12-04 15:21:39.155231
Good
Yes
Daily
Condo
835
5,818
44
Female
6,635
Divorced
0
Master's
Unemployed
50.836541
Urban
Premium
null
4
748
3
2024-02-05 15:21:39.170099
Poor
No
Weekly
House
1,945
5,819
39
Female
15,293
Single
2
Bachelor's
null
23.734853
Urban
Comprehensive
1
2
626
7
2019-10-13 15:21:39.144722
Poor
Yes
Monthly
Apartment
1,426
5,820
35
Male
30,375
Divorced
4
PhD
null
22.353593
Urban
Basic
null
0
473
2
2023-02-14 15:21:39.171102
Average
Yes
Daily
House
126
5,821
59
Female
64,727
Divorced
1
High School
Self-Employed
13.412214
Urban
Basic
0
10
336
3
2020-09-15 15:21:39.144722
Average
No
Weekly
House
657
5,822
52
Male
37,692
Married
0
High School
Unemployed
18.759989
Suburban
Basic
0
11
727
5
2019-10-18 15:21:39.237118
Average
No
Monthly
Condo
571
5,823
35
Male
89,100
Single
1
Bachelor's
Unemployed
14.754014
Suburban
Premium
null
17
799
3
2019-09-02 15:21:39.187211
Average
No
Weekly
Apartment
3,226
5,824
23
Male
24,991
Divorced
2
Bachelor's
Unemployed
39.013475
Rural
Comprehensive
1
4
846
7
2021-08-22 15:21:39.126661
Poor
No
Rarely
House
1,221
5,825
34
Female
141,883
Single
1
Bachelor's
Self-Employed
13.127774
Rural
Comprehensive
1
4
355
3
2022-04-16 15:21:39.185215
Poor
No
Rarely
Condo
861
5,826
46
Female
71,751
Divorced
4
High School
null
6.834293
Urban
Premium
0
7
null
5
2022-05-24 15:21:39.080440
Average
No
Daily
Condo
112
5,827
24
Male
2,628
Divorced
null
PhD
Employed
51.565623
Rural
Premium
0
6
null
8
2020-10-17 15:21:39.100695
Average
Yes
Monthly
Apartment
447
5,828
61
Male
44,968
Divorced
0
High School
Unemployed
21.133476
Suburban
Premium
0
4
549
6
2023-02-11 15:21:39.246098
Good
Yes
Weekly
Apartment
26
5,829
62
Male
26,025
Divorced
2
High School
Employed
21.341389
Rural
Basic
null
12
null
5
2019-10-13 15:21:39.261856
Average
No
Weekly
Apartment
808
5,830
52
Female
25,982
Divorced
1
Master's
Employed
5.844794
Rural
Basic
null
6
647
6
2023-01-01 15:21:39.221386
Average
No
Rarely
House
1,106
5,831
51
Male
104,528
Divorced
1
PhD
null
41.898162
Urban
Comprehensive
1
6
504
1
2022-03-04 15:21:39.259788
Average
Yes
Rarely
Apartment
119
5,832
34
Female
15,966
Married
2
PhD
Self-Employed
35.816118
Rural
Comprehensive
null
1
null
2
2020-07-08 15:21:39.171102
Good
Yes
Weekly
Apartment
159
5,833
58
Male
25,573
Divorced
0
Bachelor's
Employed
21.426814
Suburban
Premium
0
0
661
5
2023-06-29 15:21:39.263607
Poor
No
Weekly
Apartment
3,775
5,834
56
Female
5,962
Divorced
0
PhD
Self-Employed
16.131316
Urban
Premium
1
10
745
5
2023-04-09 15:21:39.132191
Average
Yes
Monthly
Condo
1,205
5,835
50
Male
104,436
Divorced
null
High School
Employed
7.819203
Urban
Premium
null
2
303
9
2020-04-11 15:21:39.249100
Average
No
Rarely
House
2,872
5,836
44
Male
120,102
Married
null
High School
Self-Employed
19.691599
Rural
Basic
0
7
454
9
2020-02-24 15:21:39.092127
Poor
Yes
Monthly
Apartment
1,429
5,837
19
Female
5,839
Single
3
High School
null
49.895118
Urban
Premium
0
11
838
6
2021-06-17 15:21:39.154008
Poor
Yes
Rarely
Apartment
1,210
5,838
55
Female
80,982
Divorced
4
Bachelor's
Self-Employed
10.584416
Urban
Basic
null
13
488
5
2023-01-26 15:21:39.256696
Average
No
Rarely
Condo
203
5,839
26
Female
5,524
Divorced
2
Bachelor's
null
11.759612
Urban
Basic
null
5
548
4
2022-08-26 15:21:39.155231
null
Yes
Daily
Apartment
917
5,840
29
Female
141,187
Divorced
3
PhD
Self-Employed
27.844274
Suburban
Comprehensive
null
15
407
7
2020-08-10 15:21:39.273973
Good
Yes
Rarely
Condo
1,074
5,841
38
Male
12,696
Single
2
High School
null
16.935189
Rural
Basic
1
9
731
4
2021-03-01 15:21:39.143708
Average
No
Weekly
Apartment
543
5,842
28
Female
15,387
Divorced
3
High School
Self-Employed
10.794825
Rural
Basic
2
7
839
6
2024-04-19 15:21:39.237118
Poor
No
Monthly
Condo
2,638
5,843
34
Female
19,858
Single
2
Master's
Self-Employed
30.126092
Rural
Basic
0
18
728
2
2020-12-18 15:21:39.175719
Poor
No
Monthly
House
2,057
5,844
32
Female
17,053
Divorced
0
PhD
null
29.926607
Rural
Basic
0
14
null
3
2021-01-05 15:21:39.192212
Poor
Yes
Weekly
Condo
446
5,845
51
Male
2,840
Divorced
null
PhD
Unemployed
41.991415
Urban
Comprehensive
1
11
807
3
2023-06-23 15:21:39.177724
Average
No
Rarely
Apartment
1,864
5,846
55
Male
93,045
Divorced
2
Master's
Employed
47.82946
Suburban
Comprehensive
null
10
702
2
2019-12-11 15:21:39.200452
null
Yes
Daily
House
1,633
5,847
59
Male
31,140
Married
4
PhD
Self-Employed
36.49876
Rural
Comprehensive
1
17
381
3
2023-09-23 15:21:39.181605
Average
No
Rarely
Condo
1,597
5,848
61
Male
64,875
Single
2
Bachelor's
Unemployed
23.724903
Rural
Basic
1
18
451
8
2021-06-13 15:21:39.273973
Average
No
Daily
Condo
363
5,849
32
Female
7,897
Single
3
High School
null
16.2695
Urban
Comprehensive
1
9
848
8
2023-05-11 15:21:39.155231
Poor
Yes
Daily
Condo
28
5,850
42
Female
45,161
Divorced
1
High School
null
19.936338
Urban
Comprehensive
null
14
402
8
2023-03-07 15:21:39.155231
Poor
No
Rarely
Condo
894
5,851
56
Female
null
Divorced
4
PhD
Unemployed
21.558714
Suburban
Basic
0
14
405
1
2021-02-06 15:21:39.182597
Poor
No
Monthly
Apartment
605
5,852
55
Male
71,445
Single
1
Bachelor's
Unemployed
27.933699
Urban
Comprehensive
1
3
480
2
2024-05-25 15:21:39.134960
Good
No
Daily
Apartment
2,532
5,853
27
Female
null
Married
0
High School
Employed
24.165524
Rural
Premium
1
19
744
6
2022-06-25 15:21:39.175719
Poor
No
Rarely
Condo
66
5,854
59
Male
21,157
Divorced
3
PhD
Self-Employed
48.740859
Urban
Comprehensive
2
10
359
3
2022-11-20 15:21:39.105504
Poor
Yes
Rarely
Apartment
701
5,855
50
Female
3,291
Single
0
PhD
Self-Employed
14.395958
Urban
Comprehensive
1
16
814
3
2021-11-21 15:21:39.237118
Good
Yes
Weekly
Apartment
2,556
5,856
53
Male
43,820
Single
3
PhD
Employed
19.926973
Suburban
Comprehensive
0
7
581
5
2020-05-22 15:21:39.191219
Average
Yes
Rarely
House
965
5,857
46
Female
24,486
Married
null
Bachelor's
Employed
null
Urban
Basic
null
19
821
4
2022-12-28 15:21:39.155231
Poor
Yes
Monthly
House
456
5,858
26
Female
18,644
Divorced
1
High School
Self-Employed
38.857276
Rural
Comprehensive
0
2
310
9
2024-05-21 15:21:39.256696
Good
Yes
Rarely
House
27
5,859
32
Female
13,000
Married
0
High School
Employed
27.89409
Rural
Basic
null
8
476
2
2023-08-23 15:21:39.109552
Average
No
Monthly
Apartment
1,297
5,860
41
Male
5,189
Single
3
PhD
Self-Employed
27.527487
Suburban
Comprehensive
0
19
600
8
2023-09-15 15:21:39.097737
Poor
Yes
Weekly
Apartment
891
5,861
63
Male
42,493
Single
1
Master's
Employed
35.984809
Suburban
Premium
1
17
437
9
2024-04-27 15:21:39.237118
null
Yes
Rarely
House
856
5,862
38
Female
6,091
Married
1
Bachelor's
null
null
Rural
Basic
0
7
562
1
2023-11-24 15:21:39.155231
Good
No
Monthly
Apartment
554
5,863
18
Male
44,763
Divorced
1
PhD
null
5.054666
Suburban
Premium
1
13
815
7
2022-01-15 15:21:39.254678
null
Yes
Monthly
House
787
5,864
63
Male
14,013
Married
3
Bachelor's
Employed
15.827266
Rural
Premium
1
18
null
9
2023-09-04 15:21:39.226954
Average
Yes
Weekly
House
553
5,865
41
Male
37,374
Single
0
PhD
Self-Employed
9.739749
Rural
Comprehensive
2
14
null
7
2021-04-22 15:21:39.172097
Average
No
Rarely
Apartment
1,330
5,866
41
Male
11,299
Married
4
High School
Employed
10.854349
Rural
Comprehensive
2
13
696
1
2022-12-16 15:21:39.084065
Good
No
Monthly
Apartment
40
5,867
31
Male
null
Married
4
Master's
Self-Employed
20.756026
Rural
Basic
3
19
426
4
2021-01-03 15:21:39.082499
Average
No
Rarely
House
1,238
5,868
53
Female
928
Single
3
High School
Self-Employed
5.812552
Rural
Comprehensive
1
1
624
3
2024-01-20 15:21:39.087123
Average
No
Rarely
Apartment
2,484
5,869
59
Male
16,314
Divorced
null
Bachelor's
Unemployed
33.682131
Urban
Premium
null
10
638
6
2021-01-20 15:21:39.202448
Poor
Yes
Monthly
Apartment
2,966
5,870
45
Female
63,398
Divorced
2
PhD
Self-Employed
24.082272
Suburban
Basic
null
12
432
2
2023-02-19 15:21:39.155231
Good
Yes
Weekly
Apartment
642
5,871
31
Female
27,112
Married
null
High School
null
40.122476
Suburban
Comprehensive
2
11
null
9
2023-02-02 15:21:39.199447
Average
Yes
Monthly
Apartment
1,601
5,872
22
Male
17,086
Single
4
Master's
Employed
13.442366
Urban
Premium
0
2
538
6
2020-06-15 15:21:39.246098
Poor
Yes
Monthly
House
1,023
5,873
51
Male
3,611
Married
1
PhD
Unemployed
29.7129
Rural
Comprehensive
1
15
492
9
2020-01-18 15:21:39.219432
Poor
Yes
Daily
Apartment
2,211
5,874
25
Female
18,194
Married
3
Master's
Unemployed
35.897605
Urban
Comprehensive
0
7
474
4
2023-08-16 15:21:39.237118
Poor
Yes
Rarely
House
829
5,875
49
Female
null
Single
3
Master's
Self-Employed
38.56674
Suburban
Premium
0
0
449
9
2022-09-28 15:21:39.246098
null
Yes
Weekly
House
817
5,876
32
Female
5,714
Divorced
4
Master's
null
24.849358
Rural
Basic
null
19
827
8
2022-07-01 15:21:39.259788
Average
No
Weekly
Apartment
1,242
5,877
58
Female
4,908
Divorced
4
PhD
null
44.717946
Urban
Comprehensive
1
7
482
7
2021-09-13 15:21:39.265513
Average
No
Monthly
Condo
1,144
5,878
64
Male
9,984
Single
3
High School
Employed
34.131223
Urban
Comprehensive
null
16
null
6
2020-07-30 15:21:39.147735
Good
Yes
Weekly
House
25
5,879
34
Female
27,114
Single
null
High School
Unemployed
11.495887
Urban
Basic
null
13
null
7
2019-09-25 15:21:39.167099
Poor
No
Weekly
Condo
1,126
5,880
51
Male
28,215
Single
3
PhD
null
41.737185
Rural
Basic
1
8
805
1
2023-03-05 15:21:39.117183
Good
Yes
Monthly
House
2,295
5,881
32
Female
3,098
Single
0
Master's
Self-Employed
37.006619
Urban
Comprehensive
2
0
564
8
2020-10-11 15:21:39.091080
Poor
No
Monthly
Apartment
30
5,882
44
Male
34,172
Divorced
0
Master's
null
10.771812
Urban
Basic
null
12
637
8
2020-12-29 15:21:39.131192
Good
Yes
Daily
Condo
943
5,883
50
Female
11,973
Single
1
PhD
Unemployed
23.91855
Urban
Premium
0
19
836
6
2020-12-05 15:21:39.102694
Poor
Yes
Weekly
Apartment
446
5,884
47
Male
75,821
Married
4
Master's
null
37.509627
Urban
Premium
null
13
359
6
2022-09-27 15:21:39.167099
Good
Yes
Weekly
Condo
820
5,885
54
Male
17,183
Divorced
1
Bachelor's
Unemployed
29.764807
Suburban
Premium
null
12
642
2
2022-03-10 15:21:39.147735
Poor
No
Daily
Condo
556
5,886
37
Male
23,273
Single
0
Bachelor's
null
13.838845
Suburban
Premium
null
1
null
6
2021-10-13 15:21:39.228521
Poor
Yes
Daily
Apartment
25
5,887
24
Male
59,152
null
4
High School
Employed
33.376486
Rural
Basic
null
1
519
9
2020-06-24 15:21:39.111551
Good
No
Rarely
House
1,837
5,888
43
Male
923
Single
2
PhD
Unemployed
47.447633
Urban
Basic
2
18
391
4
2020-05-17 15:21:39.182597
Poor
Yes
Daily
House
1,053
5,889
53
Male
20,709
Single
null
PhD
null
31.868726
Suburban
Comprehensive
0
6
618
8
2020-07-10 15:21:39.155231
Average
Yes
Weekly
Condo
665
5,890
58
Female
5,095
Single
1
Master's
Self-Employed
9.185665
Rural
Comprehensive
1
6
819
4
2023-02-12 15:21:39.290098
Average
No
Daily
Apartment
1,067
5,891
43
Male
58,460
Divorced
4
Master's
Employed
24.50282
Rural
Comprehensive
0
1
562
9
2023-12-25 15:21:39.237118
Poor
Yes
Rarely
House
266
5,892
23
Male
95,887
Single
4
High School
null
29.960436
Urban
Premium
null
8
545
4
2022-11-14 15:21:39.128286
Average
Yes
Weekly
House
248
5,893
54
Male
44,639
Married
3
Master's
Unemployed
35.50429
Urban
Premium
2
15
null
2
2022-07-29 15:21:39.191219
Poor
No
Daily
House
1,736
5,894
26
Female
131,613
Divorced
3
High School
Unemployed
43.49253
Rural
Basic
null
11
502
5
2023-10-04 15:21:39.237118
Good
Yes
Weekly
Condo
20
5,895
38
Female
48,949
Divorced
4
Bachelor's
null
18.953152
Suburban
Basic
null
10
377
7
2021-09-23 15:21:39.273973
Poor
No
Daily
House
1,611
5,896
46
Male
44,675
Married
2
High School
null
29.534157
Rural
Basic
0
13
null
5
2019-09-29 15:21:39.171102
Poor
No
Daily
House
933
5,897
22
Female
54,749
Divorced
null
Bachelor's
Unemployed
27.682919
Rural
Basic
0
16
431
5
2022-03-30 15:21:39.261856
Average
No
Daily
Apartment
556
5,898
57
Female
28,200
Married
3
Master's
Self-Employed
28.693074
Urban
Comprehensive
null
4
744
3
2022-11-27 15:21:39.274993
Poor
Yes
Daily
Apartment
230
5,899
61
Female
2,782
Married
2
Bachelor's
Self-Employed
6.134751
Suburban
Basic
1
15
409
4
2022-06-29 15:21:39.081504
Poor
Yes
Weekly
House
970