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
14,100
35
Male
17,094
Married
1
Master's
null
6.918143
Suburban
Premium
null
3
null
6
2022-04-17 15:21:39.272456
Good
Yes
Rarely
Apartment
2,811
14,101
49
Female
26,850
Single
0
PhD
Employed
14.974019
Rural
Premium
1
10
474
6
2023-05-05 15:21:39.232526
Average
Yes
Monthly
House
826
14,102
24
Male
125,822
Single
2
Bachelor's
Employed
51.757919
Suburban
Premium
1
7
617
9
2023-05-10 15:21:39.272456
Poor
Yes
Rarely
House
1,128
14,103
26
Female
44,860
Married
1
High School
Unemployed
18.657088
Urban
Premium
2
9
null
4
2020-09-18 15:21:39.279729
Average
No
Rarely
House
2,624
14,104
40
Female
30,287
Single
1
PhD
null
5.134579
Urban
Comprehensive
0
1
586
1
2020-05-01 15:21:39.219432
Average
Yes
Rarely
Apartment
1,057
14,105
23
Female
94,740
null
2
Master's
Self-Employed
47.161512
Rural
Basic
0
13
832
2
2019-09-12 15:21:39.155231
Good
No
Rarely
Apartment
885
14,106
53
Male
14,723
Single
4
High School
null
31.154821
Rural
Premium
2
0
649
6
2023-05-23 15:21:39.236064
Poor
No
Rarely
House
84
14,107
40
Male
7,010
Single
4
Bachelor's
Employed
23.503102
Suburban
Basic
2
2
738
3
2021-11-26 15:21:39.089116
Poor
Yes
Weekly
Apartment
102
14,108
64
Female
44,933
Divorced
0
PhD
Self-Employed
10.812061
Suburban
Comprehensive
0
10
641
9
2024-05-20 15:21:39.155231
Poor
Yes
Daily
House
437
14,109
58
Male
15,862
Married
4
Bachelor's
Employed
26.819341
Urban
Premium
1
4
668
7
2020-05-01 15:21:39.202448
Average
Yes
Daily
Apartment
1,204
14,110
59
Female
1,486
Single
3
Master's
Unemployed
19.290613
Rural
Comprehensive
2
13
null
6
2024-05-18 15:21:39.232526
Good
Yes
Monthly
Condo
821
14,111
24
Female
86,973
Single
4
Bachelor's
Employed
12.038156
Urban
Basic
2
9
361
2
2021-03-13 15:21:39.283783
Good
Yes
Daily
Apartment
761
14,112
51
Female
2,845
Divorced
2
High School
null
21.614908
Suburban
Comprehensive
2
17
null
5
2023-01-21 15:21:39.254678
Good
Yes
Rarely
Condo
1,201
14,113
45
Female
103,972
Single
2
Master's
Self-Employed
44.335919
Rural
Premium
1
12
406
1
2020-02-24 15:21:39.236064
Average
Yes
Weekly
Apartment
1,146
14,114
null
Male
36,711
Single
null
Bachelor's
Employed
20.836255
Suburban
Comprehensive
null
3
548
3
2019-11-19 15:21:39.083497
Good
Yes
Weekly
House
149
14,115
18
Female
8,134
Divorced
0
Master's
null
33.755059
Suburban
Basic
0
14
729
4
2021-12-27 15:21:39.251142
Poor
Yes
Rarely
Condo
561
14,116
57
Male
null
Married
4
High School
Self-Employed
47.979792
Urban
Premium
1
4
434
5
2021-03-01 15:21:39.245086
Average
No
Monthly
Condo
25
14,117
27
Male
27,548
Married
2
PhD
Self-Employed
13.797971
Suburban
Comprehensive
0
2
822
2
2023-08-29 15:21:39.097737
Average
No
Monthly
Apartment
701
14,118
56
Male
19,387
Divorced
1
High School
Unemployed
34.092537
Rural
Basic
1
12
433
3
2023-09-20 15:21:39.182597
Good
Yes
Rarely
Condo
548
14,119
24
Male
43,747
Divorced
0
Bachelor's
Unemployed
16.845833
Urban
Comprehensive
0
9
734
6
2024-07-07 15:21:39.096739
Good
No
Rarely
House
1,078
14,120
55
Male
29,097
Married
4
Bachelor's
Employed
42.773414
Rural
Comprehensive
1
2
662
4
2020-09-24 15:21:39.192212
Average
Yes
Daily
Condo
913
14,121
22
Male
44,207
Single
3
High School
Unemployed
16.634507
Urban
Premium
1
9
363
6
2020-08-06 15:21:39.179186
null
Yes
Daily
Apartment
1,953
14,122
52
Female
2,864
Single
null
Master's
Self-Employed
12.914993
Suburban
Basic
null
12
776
1
2023-02-15 15:21:39.134960
Good
Yes
Daily
Apartment
2,579
14,123
48
Female
2,760
Single
0
PhD
null
24.564911
Suburban
Basic
1
15
402
3
2024-03-07 15:21:39.199447
Poor
No
Monthly
House
1,432
14,124
25
Female
56,062
Married
3
Bachelor's
Unemployed
21.411861
Urban
Basic
2
0
533
1
2021-11-13 15:21:39.102694
Average
Yes
Rarely
Condo
2,541
14,125
45
Male
16,981
Single
0
Bachelor's
Self-Employed
28.152664
Rural
Basic
0
7
626
5
2021-04-01 15:21:39.134960
Good
Yes
Daily
House
2,393
14,126
46
Female
18,095
Married
0
Master's
null
21.868297
Urban
Premium
1
17
554
4
2023-04-09 15:21:39.192212
Average
No
Monthly
Apartment
884
14,127
26
Female
24,146
Married
0
Master's
null
23.86935
Suburban
Premium
1
5
null
1
2020-03-02 15:21:39.194829
Poor
No
Daily
Apartment
730
14,128
34
Female
21,477
Married
0
PhD
null
26.873292
Urban
Premium
3
7
678
7
2024-06-28 15:21:39.181605
Average
No
Rarely
House
2,714
14,129
58
Female
2,459
Divorced
0
PhD
Employed
12.878778
Suburban
Premium
1
18
454
5
2022-02-23 15:21:39.171102
Poor
No
Weekly
Apartment
1,854
14,130
42
Female
17,107
Divorced
0
PhD
Self-Employed
45.222501
Rural
Premium
null
14
601
4
2020-04-27 15:21:39.175719
Poor
No
Daily
House
1,147
14,131
40
Female
null
Married
4
Bachelor's
Unemployed
42.444311
Rural
Basic
0
0
null
6
2023-07-21 15:21:39.233998
Poor
No
Weekly
Apartment
134
14,132
39
Female
1,416
Single
1
High School
null
null
Suburban
Premium
null
4
595
4
2021-04-22 15:21:39.134960
Average
No
Monthly
Apartment
495
14,133
52
Male
46,269
Single
4
High School
Employed
50.079908
Urban
Premium
1
19
301
7
2021-04-26 15:21:39.095696
Poor
Yes
Weekly
Condo
1,233
14,134
22
Female
43,788
Single
1
PhD
Unemployed
23.490016
Rural
Basic
null
8
466
7
2024-06-28 15:21:39.173834
Poor
Yes
Daily
Apartment
917
14,135
52
Female
18,456
Married
null
Bachelor's
null
23.81679
Suburban
Basic
1
6
828
7
2023-01-06 15:21:39.155231
Average
Yes
Weekly
Apartment
456
14,136
44
Male
null
Divorced
1
High School
Employed
42.756629
Rural
Basic
0
16
313
2
2024-02-03 15:21:39.080440
Average
No
Weekly
House
1,131
14,137
null
Female
8,791
Married
4
Bachelor's
Employed
42.79057
Rural
Premium
0
5
521
1
2020-03-03 15:21:39.134960
Good
No
Weekly
Apartment
2,584
14,138
33
Male
10,013
Single
4
Bachelor's
Unemployed
24.988308
Urban
Comprehensive
null
6
638
2
2022-04-13 15:21:39.080440
Good
No
Weekly
Condo
1,172
14,139
61
Female
7,991
Single
4
PhD
Employed
8.948672
Rural
Comprehensive
1
7
758
9
2024-03-01 15:21:39.274993
Good
No
Monthly
Condo
1,086
14,140
53
Female
108,755
Divorced
3
High School
Employed
31.717158
Urban
Comprehensive
null
10
710
4
2023-10-23 15:21:39.134960
Poor
Yes
Weekly
House
70
14,141
53
Female
17,131
Divorced
2
PhD
Self-Employed
34.879173
Rural
Basic
0
14
416
6
2022-11-18 15:21:39.088124
Poor
No
Daily
Condo
1,591
14,142
42
Male
35,321
Divorced
4
High School
null
6.847784
Rural
Premium
1
18
636
6
2023-01-01 15:21:39.226954
Good
No
Monthly
Condo
1,181
14,143
60
Female
84,223
Divorced
2
PhD
null
35.473047
Suburban
Basic
2
0
643
9
2022-12-04 15:21:39.250151
Average
No
Rarely
House
32
14,144
22
Male
23,891
Divorced
4
Bachelor's
null
40.141213
Urban
Comprehensive
2
12
673
4
2024-01-06 15:21:39.176717
Average
No
Rarely
Apartment
952
14,145
22
Female
28,881
Married
2
Master's
null
21.868258
Urban
Comprehensive
1
18
454
8
2020-03-16 15:21:39.087123
Good
Yes
Daily
House
954
14,146
28
Male
60,977
Single
0
Bachelor's
null
10.874652
Rural
Basic
3
11
816
5
2023-08-31 15:21:39.094752
Average
Yes
Monthly
Condo
2,151
14,147
18
Male
24,429
Married
null
PhD
Self-Employed
27.939143
Rural
Basic
null
19
389
7
2021-07-17 15:21:39.155231
Poor
Yes
Daily
House
2,465
14,148
18
Female
18,508
Single
0
Master's
Employed
16.595538
Urban
Premium
2
0
358
3
2020-02-08 15:21:39.233485
Poor
Yes
Daily
House
541
14,149
32
Male
15,982
Single
3
High School
Unemployed
26.592494
Urban
Comprehensive
2
6
null
9
2023-11-04 15:21:39.155231
Average
No
Rarely
Apartment
115
14,150
23
Female
44,203
Single
3
PhD
null
11.844192
Rural
Basic
0
19
569
4
2021-01-11 15:21:39.155231
Average
Yes
Monthly
House
455
14,151
38
Male
28,399
Married
null
Bachelor's
null
19.895203
Urban
Comprehensive
1
7
527
2
2023-07-24 15:21:39.285112
Good
Yes
Daily
House
663
14,152
53
Male
3,985
Married
0
Bachelor's
Unemployed
28.865278
Rural
Comprehensive
0
11
760
7
2020-08-18 15:21:39.222387
Average
No
Daily
Apartment
3,607
14,153
57
Male
3,135
Married
2
PhD
Employed
3.804958
Suburban
Premium
3
17
353
8
2022-03-17 15:21:39.237118
Average
No
Rarely
Apartment
2,453
14,154
null
Female
33,010
Single
1
High School
null
6.697944
Suburban
Comprehensive
0
8
657
7
2020-01-25 15:21:39.232526
Average
No
Rarely
House
453
14,155
19
Female
3,616
Married
1
High School
Unemployed
10.555555
Rural
Comprehensive
0
0
796
6
2022-05-20 15:21:39.289099
Good
Yes
Monthly
Apartment
2,065
14,156
34
Male
588
Single
4
PhD
null
51.490622
Rural
Premium
2
14
747
6
2020-05-07 15:21:39.237118
Good
Yes
Monthly
House
1,434
14,157
36
Female
58,844
Divorced
2
Master's
Self-Employed
28.916814
Urban
Comprehensive
0
14
390
3
2020-10-09 15:21:39.094752
Poor
No
Daily
Condo
821
14,158
28
Female
39,079
Divorced
2
Bachelor's
Employed
23.711502
Rural
Comprehensive
0
10
592
5
2024-03-21 15:21:39.155231
Poor
No
Monthly
Condo
486
14,159
29
Male
35,750
Divorced
3
Master's
Employed
29.268879
Suburban
Basic
null
8
501
9
2021-06-04 15:21:39.188220
null
Yes
Monthly
Apartment
492
14,160
45
Female
35,040
Married
4
PhD
Self-Employed
49.946208
Urban
Basic
0
4
804
6
2020-09-17 15:21:39.190215
Poor
Yes
Rarely
Apartment
625
14,161
41
Male
5,090
Divorced
1
Bachelor's
Unemployed
29.93432
Suburban
Premium
null
13
456
2
2020-12-04 15:21:39.146733
Good
Yes
Rarely
Condo
971
14,162
49
Male
32,005
Divorced
3
Master's
Employed
4.014815
Urban
Basic
null
0
673
3
2022-02-16 15:21:39.155231
Good
No
Rarely
House
196
14,163
19
Female
11,497
Married
3
High School
Self-Employed
6.582351
Rural
Premium
1
11
536
7
2020-04-07 15:21:39.231531
Good
No
Rarely
House
1,996
14,164
36
Male
47,798
Married
1
Bachelor's
Unemployed
12.837476
Suburban
Comprehensive
1
4
793
4
2024-02-07 15:21:39.129190
Average
Yes
Daily
Condo
299
14,165
31
Male
16,999
Married
0
Bachelor's
null
44.9486
Urban
Basic
null
13
490
3
2023-01-02 15:21:39.155231
Good
Yes
Rarely
Apartment
352
14,166
26
Female
86,918
Married
3
PhD
Unemployed
46.827942
Suburban
Comprehensive
null
16
694
2
2020-04-15 15:21:39.237118
Good
No
Weekly
Condo
397
14,167
53
Female
10,076
Single
0
PhD
Unemployed
36.694947
Rural
Comprehensive
1
8
null
6
2022-01-12 15:21:39.172097
Good
No
Monthly
House
1,109
14,168
62
Male
3,873
Divorced
null
High School
Self-Employed
34.719757
Urban
Premium
0
10
732
2
2020-04-20 15:21:39.235012
Average
No
Rarely
Apartment
3,332
14,169
41
Male
16,821
Divorced
4
High School
Self-Employed
49.083056
Rural
Premium
null
14
617
5
2021-11-07 15:21:39.223901
Poor
No
Rarely
Condo
2,827
14,170
24
Male
27,791
Divorced
2
Bachelor's
Employed
27.598526
Rural
Basic
0
14
410
7
2021-09-19 15:21:39.223901
Good
No
Rarely
Apartment
593
14,171
23
Female
2,096
Divorced
4
High School
null
30.723893
Rural
Basic
0
6
640
8
2024-04-22 15:21:39.167099
Good
Yes
Rarely
House
23
14,172
59
Female
2,680
Married
4
PhD
Employed
21.067681
Urban
Comprehensive
1
16
472
9
2022-03-21 15:21:39.121169
Good
No
Weekly
Condo
1,375
14,173
32
Male
66,041
Divorced
4
Bachelor's
Employed
37.94235
Rural
Basic
0
12
361
6
2023-03-20 15:21:39.134960
Poor
Yes
Daily
Apartment
1,159
14,174
null
Female
76,566
Single
null
High School
null
33.895293
Suburban
Comprehensive
0
19
689
9
2021-04-04 15:21:39.229482
Average
No
Weekly
Condo
193
14,175
58
Female
2,358
Single
1
Master's
Self-Employed
4.910525
Rural
Premium
2
13
449
5
2023-04-03 15:21:39.147735
Average
No
Weekly
House
393
14,176
29
Male
9,074
Divorced
3
Bachelor's
null
14.884578
Urban
Basic
1
19
679
5
2020-10-16 15:21:39.237118
Good
Yes
Weekly
Apartment
1,056
14,177
34
Female
20,427
Married
4
High School
Self-Employed
41.733956
Suburban
Premium
2
15
null
2
2022-02-17 15:21:39.200452
null
No
Rarely
Apartment
4,305
14,178
21
Female
46,842
Married
3
PhD
Unemployed
12.82349
Suburban
Premium
1
2
401
3
2022-09-13 15:21:39.172097
Average
No
Monthly
Apartment
1,121
14,179
56
Male
1,208
Divorced
1
High School
null
9.466835
Rural
Basic
null
1
607
7
2024-05-07 15:21:39.124659
Good
No
Rarely
House
2,470
14,180
56
Male
77,534
Married
4
Bachelor's
Unemployed
38.716107
Urban
Basic
3
9
637
6
2020-03-29 15:21:39.245086
Poor
Yes
Daily
Condo
2,701
14,181
30
Male
2,401
Married
4
PhD
null
39.886484
Urban
Basic
2
9
788
1
2024-03-21 15:21:39.264504
null
No
Weekly
House
1,551
14,182
20
Female
12,617
Divorced
3
High School
null
7.71965
Rural
Premium
null
13
679
1
2024-08-15 15:21:39.132191
Good
Yes
Weekly
Apartment
1,687
14,183
59
Female
121,703
Single
4
Master's
Self-Employed
5.05665
Rural
Premium
1
11
381
6
2021-01-16 15:21:39.079128
Poor
No
Weekly
House
1,153
14,184
18
Male
25,321
Married
2
PhD
null
45.730728
Rural
Premium
2
16
564
6
2023-03-28 15:21:39.288099
Good
No
Daily
Apartment
1,507
14,185
26
Male
17,424
Married
1
Master's
Unemployed
46.680924
Rural
Basic
0
1
726
2
2024-06-02 15:21:39.132191
Poor
No
Weekly
House
1,159
14,186
40
Female
71,654
Married
1
Bachelor's
Unemployed
13.396434
Urban
Comprehensive
0
12
434
1
2023-12-14 15:21:39.273973
Poor
Yes
Daily
Condo
1,099
14,187
55
Female
128,704
Married
4
PhD
null
41.583157
Urban
Comprehensive
null
3
405
3
2020-10-07 15:21:39.281787
Average
No
Monthly
Condo
490
14,188
21
Male
18,093
Divorced
2
Bachelor's
Employed
31.671619
Urban
Premium
0
13
614
7
2021-12-19 15:21:39.237118
Good
Yes
Daily
Apartment
2,520
14,189
32
Female
394
Married
4
PhD
null
29.945227
Urban
Basic
1
8
302
4
2020-11-24 15:21:39.155231
Average
Yes
Daily
Apartment
2,458
14,190
43
Female
60,711
Single
3
Master's
Self-Employed
10.514834
Suburban
Basic
1
0
485
1
2023-06-23 15:21:39.181605
Poor
Yes
Rarely
Apartment
2,140
14,191
37
Female
37,659
Married
4
PhD
null
29.390599
Rural
Basic
2
17
588
2
2020-07-09 15:21:39.201446
Good
No
Rarely
Apartment
709
14,192
32
Male
2,671
Single
0
High School
Unemployed
34.135913
Urban
Premium
null
5
null
5
2023-07-24 15:21:39.173834
Good
No
Weekly
Condo
2,671
14,193
42
Male
94,410
Married
3
Bachelor's
null
29.873146
Urban
Comprehensive
0
8
363
6
2020-10-07 15:21:39.237118
Average
No
Rarely
House
781
14,194
33
Male
39,505
Single
4
High School
Unemployed
17.548098
Rural
Premium
null
12
null
8
2022-09-20 15:21:39.269494
null
No
Daily
Condo
1,482
14,195
36
Female
136,983
Married
4
PhD
Self-Employed
51.72299
Urban
Basic
0
2
803
9
2023-04-10 15:21:39.134960
Average
No
Daily
Condo
1,460
14,196
24
Male
4,717
Single
2
Bachelor's
Employed
37.929579
Suburban
Comprehensive
1
16
584
9
2020-03-29 15:21:39.253660
Average
No
Rarely
House
111
14,197
36
Female
38,517
Married
1
PhD
null
21.527162
Suburban
Premium
null
5
616
5
2024-05-23 15:21:39.155231
Poor
No
Rarely
House
1,408
14,198
27
Male
83,866
Married
2
PhD
Employed
10.681846
Rural
Basic
1
14
424
8
2023-06-02 15:21:39.185215
Poor
No
Rarely
Condo
536
14,199
24
Male
10,169
Single
1
Bachelor's
Unemployed
null
Suburban
Comprehensive
2
5
783
4
2024-02-18 15:21:39.096739
Average
No
Monthly
Apartment
1,328