id
int64
0
1.2M
Age
float64
18
64
Gender
stringclasses
2 values
Annual Income
float64
1
150k
Marital Status
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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
10,100
57
Female
null
Married
2
Bachelor's
Employed
8.946845
Suburban
Basic
2
16
342
9
2022-01-25 15:21:39.206847
Poor
No
Daily
House
467
10,101
29
Male
5,839
Married
2
High School
Self-Employed
16.136689
Suburban
Basic
1
7
832
7
2023-01-12 15:21:39.134960
Average
No
Daily
Condo
2,313
10,102
57
Male
28,886
Married
1
PhD
Employed
22.61296
Rural
Comprehensive
1
0
604
9
2021-04-23 15:21:39.096739
Average
Yes
Weekly
Apartment
627
10,103
21
Male
26,871
Single
2
Master's
null
17.826559
Urban
Comprehensive
0
5
815
3
2019-11-26 15:21:39.103737
Good
Yes
Daily
House
1,165
10,104
28
Male
28,983
Single
3
Bachelor's
Self-Employed
11.347416
Urban
Premium
null
14
null
6
2021-01-10 15:21:39.134960
Poor
Yes
Monthly
House
543
10,105
49
Male
18,313
Divorced
4
Bachelor's
Unemployed
23.601637
Urban
Comprehensive
null
10
695
7
2023-02-21 15:21:39.252145
null
No
Monthly
Condo
857
10,106
57
Female
12,963
Single
0
High School
Unemployed
41.923301
Rural
Comprehensive
null
19
634
7
2023-09-29 15:21:39.143708
Average
No
Rarely
House
977
10,107
41
Female
98,812
Single
null
PhD
null
28.307876
Rural
Basic
2
9
777
6
2019-08-27 15:21:39.233998
Average
No
Rarely
House
136
10,108
21
Male
21,144
Single
4
PhD
Unemployed
19.723122
Urban
Premium
0
4
559
4
2021-03-31 15:21:39.189223
Poor
Yes
Daily
Condo
234
10,109
58
Female
16,215
Single
3
High School
null
14.108836
Rural
Comprehensive
null
14
541
5
2024-05-20 15:21:39.143708
Good
Yes
Weekly
Apartment
1,448
10,110
40
Female
33,002
Divorced
0
Master's
Employed
41.162409
Urban
Basic
1
6
758
8
2022-03-05 15:21:39.176717
Poor
Yes
Weekly
Apartment
1,363
10,111
20
Female
18,062
Single
2
Master's
Unemployed
15.77773
Rural
Comprehensive
1
13
783
2
2019-09-19 15:21:39.120168
Good
No
Daily
Apartment
566
10,112
62
Female
24,805
Divorced
3
PhD
Employed
10.138825
Suburban
Comprehensive
0
1
314
2
2020-10-02 15:21:39.155231
Average
No
Weekly
Condo
797
10,113
25
Male
61,688
Single
3
PhD
Employed
32.948468
Suburban
Premium
1
17
674
1
2021-08-25 15:21:39.281787
null
No
Rarely
Apartment
2,323
10,114
22
Female
29,369
Married
3
Master's
null
35.766983
Suburban
Comprehensive
3
17
589
3
2019-10-06 15:21:39.152732
Average
No
Monthly
Condo
213
10,115
30
Female
92,829
Married
null
PhD
Unemployed
null
Rural
Basic
null
18
603
9
2023-07-10 15:21:39.250151
null
No
Monthly
House
710
10,116
57
Male
10,001
Divorced
0
Master's
Self-Employed
20.610096
Suburban
Basic
null
19
578
5
2021-08-07 15:21:39.185215
Good
Yes
Rarely
Apartment
1,703
10,117
60
Female
84,517
Married
3
High School
Employed
22.955752
Urban
Basic
null
16
437
8
2022-10-13 15:21:39.237118
Average
Yes
Daily
Apartment
1,005
10,118
27
Female
26,820
Married
0
PhD
Unemployed
36.799417
Rural
Premium
null
8
528
3
2023-08-22 15:21:39.143708
Good
Yes
Monthly
Condo
4,660
10,119
61
Female
2,796
Married
2
PhD
null
20.854506
Suburban
Comprehensive
2
10
740
6
2021-10-26 15:21:39.133866
Average
Yes
Weekly
Apartment
1,922
10,120
57
Female
133,932
Married
3
High School
null
28.618923
Rural
Comprehensive
1
7
448
3
2022-02-12 15:21:39.134960
Poor
No
Monthly
House
1,861
10,121
34
Female
6,446
Single
1
Master's
Unemployed
10.03965
Rural
Basic
0
7
null
5
2023-09-17 15:21:39.219432
Poor
Yes
Monthly
House
1,240
10,122
50
Male
44,354
Divorced
1
High School
null
10.848687
Suburban
Premium
0
2
696
5
2020-04-10 15:21:39.134960
Good
Yes
Rarely
Condo
837
10,123
58
Female
24,359
Single
0
High School
Unemployed
16.808615
Suburban
Comprehensive
null
12
776
2
2024-05-14 15:21:39.222387
Average
No
Rarely
Condo
884
10,124
20
Male
133,896
Married
4
PhD
Self-Employed
36.743246
Urban
Comprehensive
0
7
586
6
2023-05-06 15:21:39.224915
Average
No
Monthly
Apartment
393
10,125
57
Male
658
Married
2
Bachelor's
Employed
43.259881
Urban
Basic
null
6
506
9
2023-07-14 15:21:39.186212
Average
Yes
Rarely
Condo
586
10,126
36
Male
3,186
Single
2
Master's
null
28.967135
Urban
Comprehensive
2
7
624
8
2019-11-02 15:21:39.149731
Good
No
Daily
House
518
10,127
53
Male
44,262
Single
4
Master's
Unemployed
45.979218
Suburban
Basic
0
12
437
2
2021-11-30 15:21:39.155231
Poor
No
Weekly
House
1,222
10,128
44
Female
18,093
Single
0
PhD
null
32.185857
Urban
Premium
null
15
835
4
2021-11-29 15:21:39.134960
Good
Yes
Weekly
Apartment
476
10,129
32
Female
7,081
Married
1
High School
null
19.769645
Suburban
Premium
null
12
839
2
2020-01-21 15:21:39.172097
Poor
No
Rarely
Condo
514
10,130
58
Female
1,322
Single
2
Bachelor's
null
26.829994
Urban
Basic
1
6
478
2
2023-04-30 15:21:39.155231
Good
No
Monthly
Condo
2,372
10,131
47
Male
null
Divorced
4
PhD
null
null
Rural
Premium
0
6
685
5
2021-03-21 15:21:39.237118
Average
No
Monthly
Apartment
130
10,132
59
Male
11,844
Divorced
2
PhD
Employed
26.83968
Rural
Premium
0
15
710
7
2020-12-08 15:21:39.134960
Poor
No
Monthly
House
983
10,133
37
Male
27,860
Divorced
1
Bachelor's
Self-Employed
9.07672
Suburban
Premium
null
14
678
7
2022-12-22 15:21:39.111551
Average
Yes
Daily
Apartment
696
10,134
31
Male
29,316
Married
0
High School
null
9.099204
Rural
Premium
2
4
704
4
2020-07-22 15:21:39.237118
Average
No
Weekly
Condo
722
10,135
44
Male
17,347
Married
1
Master's
Unemployed
46.878313
Suburban
Basic
0
5
642
1
2024-05-10 15:21:39.134960
null
No
Rarely
Apartment
990
10,136
59
Male
15,258
Single
3
Bachelor's
null
20.990075
Suburban
Premium
0
13
null
1
2020-05-06 15:21:39.082499
Poor
No
Rarely
Apartment
854
10,137
60
Female
2,550
Divorced
3
High School
null
26.716996
Urban
Premium
1
9
842
4
2024-06-09 15:21:39.207847
null
No
Daily
Condo
1,177
10,138
31
Male
30,538
Single
null
Bachelor's
Unemployed
15.726242
Rural
Comprehensive
1
4
467
7
2020-02-15 15:21:39.180553
Average
No
Rarely
Condo
3,042
10,139
44
Female
24,706
Divorced
2
High School
Unemployed
36.098079
Rural
Premium
null
5
780
8
2022-11-28 15:21:39.237118
Poor
No
Daily
House
1,303
10,140
52
Male
9,330
Single
4
Master's
null
20.817954
Urban
Basic
null
10
533
7
2020-12-06 15:21:39.237118
Average
Yes
Rarely
House
894
10,141
18
Female
13,982
Married
3
High School
Employed
18.275213
Rural
Basic
0
15
475
5
2021-11-04 15:21:39.134960
Average
No
Monthly
Condo
591
10,142
52
Female
17,891
Divorced
2
Master's
Unemployed
34.634502
Rural
Basic
2
11
538
1
2022-07-20 15:21:39.207847
null
No
Daily
Condo
745
10,143
63
Female
20,997
Married
4
High School
Self-Employed
25.560511
Suburban
Premium
null
8
774
3
2022-07-18 15:21:39.176717
Poor
No
Rarely
Apartment
2,108
10,144
23
Female
2,067
Married
2
Bachelor's
Unemployed
19.324322
Suburban
Premium
2
19
null
2
2020-05-17 15:21:39.169102
Good
Yes
Rarely
Condo
1,850
10,145
38
Female
65,177
Single
null
Master's
null
19.037271
Rural
Basic
null
13
337
9
2019-10-19 15:21:39.170099
Good
No
Monthly
Apartment
282
10,146
44
Male
9,094
Divorced
2
Master's
Unemployed
12.138566
Suburban
Basic
0
9
538
4
2021-03-15 15:21:39.143708
Average
Yes
Rarely
Condo
1,622
10,147
62
Female
27,281
Married
0
Master's
Employed
24.016954
Urban
Premium
null
1
508
5
2021-12-13 15:21:39.184157
Average
Yes
Weekly
Condo
1,106
10,148
39
Female
null
Married
4
Bachelor's
null
51.506415
Rural
Comprehensive
1
18
477
8
2022-08-11 15:21:39.155231
Poor
Yes
Daily
Condo
1,260
10,149
25
Male
29,585
Divorced
3
Bachelor's
Employed
10.181564
Urban
Premium
null
12
716
2
2021-11-02 15:21:39.172097
Average
No
Weekly
Condo
303
10,150
31
Male
12,058
Single
0
PhD
Employed
14.847265
Urban
Comprehensive
0
7
null
3
2023-07-03 15:21:39.260856
Average
No
Daily
Apartment
1,799
10,151
36
Female
37,663
Single
0
Bachelor's
null
24.776777
Urban
Comprehensive
2
17
null
5
2023-11-24 15:21:39.194829
null
No
Daily
Apartment
731
10,152
33
Female
14,550
Divorced
4
High School
Employed
18.049993
Rural
Comprehensive
0
0
545
3
2024-02-22 15:21:39.220389
Good
No
Monthly
Condo
516
10,153
52
Male
3,563
Married
0
Bachelor's
Self-Employed
22.682452
Suburban
Comprehensive
1
8
565
3
2023-03-09 15:21:39.194829
Average
No
Monthly
Condo
2,165
10,154
43
Female
4,729
Single
0
PhD
Self-Employed
21.272818
Suburban
Premium
null
12
382
6
2023-04-25 15:21:39.207847
Poor
No
Monthly
Condo
764
10,155
35
Female
43,787
Divorced
0
Master's
null
37.15121
Suburban
Comprehensive
null
19
639
7
2021-03-08 15:21:39.105192
Poor
Yes
Rarely
Condo
1,244
10,156
50
Male
9,592
Married
3
PhD
null
19.587562
Suburban
Basic
null
14
495
8
2021-02-14 15:21:39.155231
null
Yes
Monthly
Apartment
1,583
10,157
40
Female
76,908
Single
2
Master's
null
24.922804
Suburban
Premium
null
13
372
2
2022-01-13 15:21:39.273973
Poor
No
Daily
Condo
527
10,158
42
Male
122,690
Single
3
High School
Employed
27.849609
Suburban
Basic
null
14
541
5
2021-01-14 15:21:39.289099
Good
No
Rarely
Apartment
174
10,159
64
Male
31,995
Married
1
High School
null
14.442622
Suburban
Comprehensive
null
7
562
8
2021-06-25 15:21:39.144722
Average
Yes
Daily
Condo
1,150
10,160
60
Male
2,482
Single
2
Master's
Unemployed
15.90193
Urban
Comprehensive
1
18
491
7
2021-07-15 15:21:39.267454
Average
No
Weekly
Apartment
2,473
10,161
64
Female
23,666
Divorced
3
Master's
Self-Employed
32.907284
Suburban
Premium
null
10
393
2
2022-08-23 15:21:39.134960
Poor
No
Daily
House
1,678
10,162
64
Male
null
Married
4
PhD
null
8.717656
Urban
Premium
1
17
367
8
2020-06-30 15:21:39.172097
Good
Yes
Rarely
House
1,069
10,163
40
Female
null
Single
0
High School
Employed
47.922632
Rural
Comprehensive
3
19
453
4
2020-04-28 15:21:39.100695
Average
Yes
Daily
House
240
10,164
54
Female
18,300
Divorced
2
PhD
null
18.929277
Urban
Premium
0
3
null
4
2022-10-03 15:21:39.134960
Poor
No
Monthly
Apartment
441
10,165
55
Female
10,243
Divorced
4
PhD
Self-Employed
30.132237
Suburban
Basic
1
5
null
9
2024-02-02 15:21:39.079128
Good
Yes
Weekly
Apartment
1,076
10,166
63
Female
3,170
Divorced
0
Master's
Employed
43.130195
Suburban
Comprehensive
null
7
497
2
2021-11-24 15:21:39.173834
Average
No
Weekly
Apartment
1,277
10,167
28
Female
6,892
Divorced
0
Master's
Unemployed
19.390118
Rural
Premium
2
13
null
1
2023-10-19 15:21:39.155231
Average
No
Daily
House
632
10,168
44
Female
73,464
Divorced
4
PhD
Self-Employed
25.96731
Rural
Basic
2
12
522
3
2021-01-09 15:21:39.155231
Average
No
Weekly
Apartment
29
10,169
53
Male
121,673
Single
1
Master's
Self-Employed
11.772647
Urban
Comprehensive
0
13
788
6
2022-10-26 15:21:39.285112
Good
Yes
Rarely
House
397
10,170
32
Male
5,849
Divorced
0
PhD
null
18.749015
Rural
Premium
0
13
829
9
2020-09-18 15:21:39.254678
Poor
Yes
Daily
Condo
790
10,171
28
Female
35,297
Single
0
Master's
Self-Employed
16.788378
Urban
Comprehensive
1
8
533
8
2020-01-24 15:21:39.155231
Poor
Yes
Rarely
Condo
2,220
10,172
31
Male
5,516
Single
4
Master's
Unemployed
12.715545
Rural
Basic
0
18
607
5
2023-10-18 15:21:39.155231
Average
No
Weekly
Apartment
2,866
10,173
38
Female
24,791
Single
3
Bachelor's
Unemployed
39.926632
Rural
Comprehensive
0
8
719
5
2023-05-05 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,643
10,174
36
Male
957
Married
2
High School
Employed
11.529331
Suburban
Premium
2
14
588
7
2023-10-04 15:21:39.259788
Poor
Yes
Daily
Condo
1,091
10,175
56
Male
45,963
Married
0
PhD
null
20.938392
Urban
Premium
null
16
638
3
2020-06-27 15:21:39.155231
Poor
Yes
Weekly
Apartment
467
10,176
35
Female
36,306
Divorced
4
High School
null
45.926229
Suburban
Premium
null
9
611
6
2023-03-23 15:21:39.176717
Average
No
Daily
House
321
10,177
48
Male
46,398
Divorced
0
PhD
Employed
38.371986
Urban
Comprehensive
0
2
null
3
2021-10-02 15:21:39.172097
Poor
Yes
Daily
Apartment
2,497
10,178
46
Male
18,750
Married
4
Bachelor's
null
21.55387
Rural
Basic
0
9
445
3
2023-05-08 15:21:39.289099
Poor
No
Monthly
Apartment
1,176
10,179
18
Female
8,891
Married
3
PhD
null
37.897848
Suburban
Basic
null
18
817
8
2023-07-04 15:21:39.134960
Average
Yes
Daily
Apartment
49
10,180
20
Female
44,783
Divorced
2
Bachelor's
Self-Employed
26.037162
Urban
Basic
3
13
547
9
2020-06-01 15:21:39.256696
Poor
Yes
Monthly
Condo
1,048
10,181
26
Female
38,651
Single
1
PhD
Self-Employed
27.834609
Urban
Premium
null
5
566
4
2021-09-12 15:21:39.155231
null
Yes
Daily
Apartment
531
10,182
59
Female
15,126
Single
1
Bachelor's
Self-Employed
19.512624
Suburban
Basic
null
16
713
3
2020-04-22 15:21:39.134960
Average
No
Daily
Apartment
947
10,183
52
Female
12,595
Married
0
Master's
null
17.959574
Urban
Basic
1
14
null
8
2021-06-21 15:21:39.283783
Average
No
Daily
Apartment
355
10,184
26
Male
609
Divorced
4
PhD
Self-Employed
17.269532
Rural
Premium
0
5
null
9
2022-10-03 15:21:39.224915
Poor
Yes
Daily
Condo
175
10,185
39
Female
18,325
Divorced
4
PhD
Unemployed
null
Urban
Premium
null
19
686
4
2020-03-21 15:21:39.208842
Poor
No
Daily
Apartment
709
10,186
37
Female
923
Single
null
PhD
Employed
8.06856
Suburban
Comprehensive
null
18
384
7
2020-06-02 15:21:39.264504
Good
Yes
Daily
House
582
10,187
53
Female
1,059
Married
2
PhD
Self-Employed
24.282749
Urban
Basic
null
17
727
1
2021-03-27 15:21:39.187211
Poor
No
Monthly
House
3,274
10,188
31
Male
47,954
Married
1
Master's
null
null
Urban
Basic
null
7
849
2
2019-12-13 15:21:39.104139
Good
Yes
Daily
Condo
3,036
10,189
34
Male
46,363
Divorced
1
Master's
null
31.018032
Suburban
Comprehensive
1
17
718
9
2021-07-13 15:21:39.094752
Average
No
Rarely
Condo
1,252
10,190
38
Male
38,662
Divorced
null
PhD
Self-Employed
32.912152
Urban
Basic
0
1
665
2
2022-08-06 15:21:39.260856
Good
Yes
Daily
House
2,197
10,191
64
Female
58,247
Single
1
Master's
Unemployed
null
Suburban
Comprehensive
1
11
372
8
2021-08-13 15:21:39.134960
Average
No
Daily
House
1,517
10,192
42
Female
113,660
Single
2
Bachelor's
null
15.796924
Suburban
Premium
3
19
709
6
2020-11-24 15:21:39.173834
null
Yes
Monthly
Condo
543
10,193
56
Male
78,988
Single
null
High School
Unemployed
51.12194
Urban
Basic
0
4
711
6
2019-08-24 15:21:39.202448
Average
No
Rarely
House
494
10,194
48
Female
11,588
Single
4
PhD
null
null
Urban
Comprehensive
2
2
647
8
2019-12-14 15:21:39.115178
Good
No
Monthly
Apartment
1,459
10,195
25
Female
611
Single
4
PhD
Employed
13.395825
Suburban
Basic
0
4
632
6
2019-09-21 15:21:39.134960
Good
Yes
Weekly
Apartment
30
10,196
61
Female
4,817
Divorced
3
Bachelor's
Employed
5.752722
Rural
Comprehensive
2
1
438
6
2019-12-20 15:21:39.134960
Poor
No
Weekly
Apartment
809
10,197
30
Female
1,877
Single
0
Master's
Employed
37.430936
Suburban
Comprehensive
3
19
492
8
2021-12-07 15:21:39.107553
Average
No
Weekly
Apartment
459
10,198
49
Male
45,927
Single
3
High School
null
13.534154
Suburban
Comprehensive
0
4
725
5
2024-06-05 15:21:39.220389
Good
No
Daily
House
712
10,199
53
Male
8,981
Married
2
Master's
Self-Employed
24.934263
Rural
Premium
null
13
null
3
2020-01-11 15:21:39.237118
Good
Yes
Monthly
Condo
681