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
50,100
53
Male
23,470
Single
null
PhD
null
13.739594
Rural
Premium
1
9
null
2
2021-03-13 15:21:39.155231
Poor
Yes
Daily
House
645
50,101
31
Female
16,887
Single
2
High School
Unemployed
25.495828
Suburban
Premium
0
2
492
3
2022-06-08 15:21:39.093681
Good
No
Daily
Apartment
1,515
50,102
63
Female
34,963
Divorced
0
Master's
null
20.564128
Rural
Comprehensive
1
1
705
1
2020-06-12 15:21:39.231531
Poor
No
Rarely
Apartment
705
50,103
20
Female
67,972
Married
0
PhD
Unemployed
27.957445
Urban
Comprehensive
null
7
null
7
2022-05-13 15:21:39.221386
Average
No
Weekly
Apartment
65
50,104
36
Male
2,163
Divorced
2
Bachelor's
null
22.382053
Urban
Comprehensive
2
4
313
2
2022-10-26 15:21:39.226954
Good
Yes
Daily
House
781
50,105
36
Female
39,939
Single
null
Master's
Employed
30.687042
Urban
Basic
0
13
null
7
2021-09-10 15:21:39.134960
Average
No
Daily
Apartment
531
50,106
19
Female
39,259
Married
3
PhD
Unemployed
23.077925
Urban
Premium
2
12
805
9
2022-11-13 15:21:39.194829
Average
Yes
Weekly
Condo
23
50,107
36
Female
6,991
Single
1
Master's
Employed
4.71165
Rural
Basic
0
11
701
9
2020-12-18 15:21:39.084065
Average
No
Daily
Apartment
1,878
50,108
38
Male
39,672
Married
0
Bachelor's
Unemployed
36.537976
Rural
Basic
1
14
719
2
2021-09-09 15:21:39.086123
Average
Yes
Weekly
Condo
2,294
50,109
45
Female
9,087
Single
1
Bachelor's
null
12.091959
Suburban
Comprehensive
1
5
609
8
2022-09-16 15:21:39.155231
Average
No
Daily
Condo
1,145
50,110
21
Male
3,621
Married
0
Bachelor's
null
6.964128
Rural
Premium
0
7
650
8
2022-03-19 15:21:39.155231
Average
Yes
Rarely
Condo
40
50,111
28
Female
6,877
Single
2
PhD
null
22.18756
Suburban
Comprehensive
null
18
637
2
2021-10-19 15:21:39.190215
Good
No
Monthly
House
463
50,112
35
Male
17,897
Divorced
0
Master's
Employed
38.924398
Urban
Comprehensive
0
7
372
8
2022-03-25 15:21:39.282785
Average
Yes
Daily
House
2,941
50,113
38
Male
39,749
Single
4
Master's
Unemployed
18.017505
Suburban
Premium
1
0
463
6
2019-09-03 15:21:39.179186
Average
Yes
Weekly
House
1,277
50,114
29
Female
36,459
Married
4
High School
Employed
8.746342
Suburban
Basic
null
14
487
9
2020-08-20 15:21:39.095696
Good
No
Monthly
Apartment
497
50,115
null
Female
23,376
Single
0
PhD
null
17.61175
Rural
Basic
1
17
351
1
2019-11-10 15:21:39.190215
Poor
Yes
Daily
House
709
50,116
53
Female
1,544
Single
2
Bachelor's
null
28.365816
Rural
Premium
2
1
564
3
2019-09-26 15:21:39.259788
Poor
No
Monthly
Condo
1,032
50,117
39
Male
16,076
Single
4
Master's
null
22.648858
Suburban
Comprehensive
null
6
477
3
2024-02-01 15:21:39.247098
Poor
No
Daily
Condo
75
50,118
37
Male
30,997
Single
0
Bachelor's
Unemployed
13.964171
Rural
Premium
2
9
729
1
2022-04-09 15:21:39.107553
Average
Yes
Monthly
Apartment
1,447
50,119
22
Female
109,731
Single
4
Master's
Unemployed
15.086595
Urban
Comprehensive
1
6
310
2
2022-01-03 15:21:39.120168
Poor
Yes
Daily
Apartment
1,839
50,120
36
Male
26,206
Divorced
2
PhD
Unemployed
23.914757
Suburban
Premium
1
10
373
5
2024-04-19 15:21:39.128286
Good
Yes
Monthly
Apartment
1,332
50,121
18
Female
61,207
Married
2
High School
null
25.824214
Rural
Comprehensive
null
13
363
5
2023-12-26 15:21:39.145732
Average
Yes
Weekly
House
809
50,122
54
Female
52,812
Single
0
PhD
null
38.143043
Suburban
Basic
null
17
518
1
2019-12-02 15:21:39.122134
null
Yes
Weekly
House
26
50,123
18
Female
6,991
Married
1
Bachelor's
null
27.812005
Urban
Comprehensive
2
3
585
5
2020-04-29 15:21:39.172097
Average
Yes
Daily
Apartment
843
50,124
48
Female
73,385
Single
3
PhD
Unemployed
38.2439
Rural
Premium
null
0
779
3
2022-05-09 15:21:39.134960
Poor
No
Monthly
Apartment
241
50,125
41
Male
6,813
Divorced
4
PhD
Employed
30.18479
Suburban
Comprehensive
null
12
783
2
2021-05-07 15:21:39.092127
Poor
Yes
Daily
House
831
50,126
31
Male
4,907
null
2
Master's
Self-Employed
22.485625
Urban
Premium
0
11
592
2
2021-11-05 15:21:39.235012
Poor
No
Rarely
Apartment
383
50,127
44
Male
134,907
Married
0
PhD
Unemployed
11.553821
Urban
Basic
0
5
442
5
2021-10-10 15:21:39.281787
Average
No
Weekly
House
619
50,128
43
Female
34,757
Divorced
4
PhD
Unemployed
28.527586
Rural
Basic
2
5
658
1
2022-04-20 15:21:39.194829
Good
Yes
Monthly
Condo
589
50,129
64
Male
43,117
Married
3
Bachelor's
Employed
46.770599
Rural
Premium
null
5
849
8
2023-04-27 15:21:39.124659
Average
No
Monthly
Condo
1,016
50,130
21
Female
62,652
Divorced
4
Master's
Self-Employed
9.951739
Suburban
Basic
2
19
443
7
2020-05-08 15:21:39.121169
Poor
No
Daily
House
1,719
50,131
39
Male
4,299
Married
1
High School
Employed
12.993114
Rural
Basic
null
13
808
3
2024-03-22 15:21:39.253660
Poor
Yes
Rarely
House
253
50,132
57
Female
749
Single
4
High School
null
32.366658
Urban
Basic
null
17
515
6
2020-03-25 15:21:39.120168
Average
Yes
Monthly
House
20
50,133
43
Female
15,516
Divorced
3
High School
null
23.584535
Rural
Premium
0
2
772
5
2022-03-20 15:21:39.251142
Good
Yes
Monthly
Apartment
1,206
50,134
50
Female
1,708
Married
4
Master's
Employed
9.167835
Rural
Premium
null
9
454
9
2020-03-27 15:21:39.155231
Poor
No
Rarely
House
2,784
50,135
24
Female
514
Divorced
4
PhD
Employed
35.452152
Urban
Basic
1
18
471
8
2020-01-21 15:21:39.245086
Average
Yes
Monthly
Apartment
225
50,136
30
Female
39,036
Married
3
Master's
null
33.51999
Rural
Comprehensive
null
5
827
5
2019-11-26 15:21:39.193945
null
Yes
Weekly
Apartment
1,104
50,137
59
Male
12,894
Divorced
3
PhD
Self-Employed
5.010987
Suburban
Comprehensive
null
13
787
6
2020-05-06 15:21:39.155231
Average
No
Weekly
House
843
50,138
55
Female
65,904
Divorced
0
PhD
null
17.275574
Rural
Premium
1
4
353
4
2021-08-27 15:21:39.167099
Good
No
Rarely
House
1,013
50,139
33
Female
62,639
Single
3
Bachelor's
Self-Employed
16.352325
Urban
Basic
2
2
null
5
2024-05-16 15:21:39.237118
Average
No
Rarely
Apartment
3,056
50,140
34
Female
null
Married
1
Bachelor's
Unemployed
16.246567
Suburban
Premium
0
6
589
6
2023-07-29 15:21:39.228521
Poor
No
Daily
Condo
204
50,141
50
Female
39,216
Divorced
3
Master's
Employed
27.374064
Rural
Premium
null
18
467
4
2022-04-02 15:21:39.155231
Average
No
Weekly
Condo
2,977
50,142
64
Male
764
Divorced
2
High School
null
12.895434
Suburban
Comprehensive
0
0
790
5
2023-12-24 15:21:39.149731
Good
No
Monthly
House
2,160
50,143
38
Male
23,155
Single
3
PhD
Employed
11.848589
Urban
Premium
0
5
758
1
2022-11-06 15:21:39.190215
Average
Yes
Daily
House
1,601
50,144
35
Female
10,991
Divorced
3
High School
Employed
24.84814
Rural
Premium
null
4
656
6
2022-05-19 15:21:39.155231
Poor
No
Daily
Condo
413
50,145
37
Female
2,529
Married
2
Master's
Unemployed
null
Rural
Comprehensive
null
3
339
2
2020-03-08 15:21:39.254678
Good
No
Rarely
Condo
936
50,146
28
Male
35,890
Married
3
Bachelor's
Self-Employed
12.634268
Urban
Basic
null
18
629
5
2022-04-08 15:21:39.197445
Good
Yes
Monthly
Condo
615
50,147
63
Male
131,772
Single
4
Bachelor's
Self-Employed
30.994848
Rural
Basic
null
6
354
1
2022-05-05 15:21:39.180553
Good
Yes
Rarely
Apartment
1,615
50,148
35
Male
19,470
Divorced
0
High School
null
48.068685
Rural
Basic
0
12
759
7
2023-09-01 15:21:39.144722
Good
Yes
Monthly
Apartment
609
50,149
55
Male
2,748
Married
null
Master's
Employed
28.597324
Urban
Basic
null
8
759
3
2023-05-22 15:21:39.250151
Poor
Yes
Daily
Apartment
176
50,150
64
Male
81,855
Single
2
Master's
null
10.944243
Urban
Basic
null
4
488
1
2022-02-01 15:21:39.097737
Poor
Yes
Daily
House
29
50,151
47
Female
1,348
Divorced
0
Master's
Self-Employed
9.715362
Suburban
Basic
0
0
783
5
2024-04-06 15:21:39.134960
Average
No
Rarely
House
24
50,152
49
Male
36,274
Single
1
High School
null
24.869842
Rural
Premium
1
7
782
7
2020-02-25 15:21:39.095696
Poor
No
Daily
House
1,550
50,153
47
Male
12,945
Married
4
Bachelor's
Self-Employed
30.813595
Urban
Basic
0
6
538
8
2023-10-21 15:21:39.237118
Poor
Yes
Rarely
Condo
943
50,154
27
Male
81,139
Single
1
Master's
Employed
38.191868
Urban
Premium
0
2
748
4
2022-10-04 15:21:39.134960
Good
No
Weekly
Apartment
169
50,155
59
Male
null
Single
0
Master's
Employed
15.803667
Suburban
Comprehensive
0
14
434
1
2019-09-30 15:21:39.170099
Poor
No
Rarely
Condo
918
50,156
40
Male
4,520
Single
4
PhD
Employed
19.724544
Urban
Comprehensive
0
9
null
6
2020-04-29 15:21:39.155231
Poor
Yes
Weekly
House
2,114
50,157
59
Male
20,956
Single
3
Bachelor's
Employed
30.976708
Suburban
Premium
1
10
576
3
2020-02-15 15:21:39.237118
Average
No
Rarely
Condo
1,810
50,158
64
Male
113,185
Married
4
Master's
Self-Employed
39.769864
Urban
Premium
0
14
null
7
2023-06-24 15:21:39.143708
Good
No
Daily
House
223
50,159
55
Female
15,816
Divorced
3
High School
null
15.818661
Suburban
Basic
null
7
738
1
2020-03-03 15:21:39.287115
Average
Yes
Monthly
Apartment
476
50,160
40
Male
25,604
Married
0
Bachelor's
Unemployed
27.161451
Rural
Comprehensive
0
8
null
5
2021-01-12 15:21:39.246098
Good
Yes
Daily
Apartment
1,205
50,161
55
Male
7,991
Married
2
PhD
null
29.938672
Suburban
Premium
null
5
677
6
2020-05-15 15:21:39.130190
Poor
Yes
Daily
Condo
603
50,162
55
Female
106,507
Married
2
Bachelor's
Employed
17.834355
Suburban
Comprehensive
1
12
788
2
2023-04-06 15:21:39.256696
Average
No
Daily
Apartment
231
50,163
41
Female
34,757
Single
1
High School
Self-Employed
12.844217
Suburban
Basic
null
6
816
6
2021-02-08 15:21:39.134960
Good
No
Monthly
House
568
50,164
45
Male
38,312
Divorced
2
PhD
Unemployed
42.797524
Suburban
Comprehensive
0
0
727
7
2021-08-03 15:21:39.155231
Good
No
Daily
Apartment
2,935
50,165
33
Female
20,495
Single
3
Bachelor's
Employed
9.988649
Suburban
Basic
0
19
849
9
2021-05-01 15:21:39.251142
Poor
No
Weekly
Apartment
932
50,166
48
Male
35,659
Married
2
High School
Unemployed
12.756909
Rural
Premium
0
3
749
1
2024-01-02 15:21:39.106582
Average
Yes
Rarely
House
1,245
50,167
18
Male
15,886
Divorced
3
Master's
Unemployed
28.656929
Suburban
Comprehensive
1
18
637
3
2022-04-21 15:21:39.106582
Good
No
Weekly
House
772
50,168
58
Female
28,959
Married
1
Master's
Unemployed
16.580741
Rural
Basic
null
12
616
9
2023-01-09 15:21:39.222387
Average
No
Rarely
Condo
1,251
50,169
40
Female
38,886
Married
2
Master's
Unemployed
40.346077
Suburban
Comprehensive
null
6
803
8
2020-12-22 15:21:39.194829
Good
No
Daily
Condo
2,031
50,170
60
Female
18,705
Single
2
Master's
null
21.839462
Urban
Premium
null
19
656
2
2021-04-10 15:21:39.286113
Good
No
Weekly
Apartment
2,161
50,171
37
Male
22,598
Married
3
High School
Self-Employed
34.248889
Urban
Premium
null
0
522
4
2022-06-04 15:21:39.221386
Average
Yes
Daily
House
1,356
50,172
61
Female
9,062
Married
3
Master's
null
14.17268
Suburban
Basic
1
1
711
1
2020-12-09 15:21:39.205850
Average
No
Daily
Apartment
586
50,173
56
Male
1,607
Divorced
2
PhD
Self-Employed
22.835133
Urban
Premium
2
13
null
5
2020-07-28 15:21:39.276901
Good
Yes
Rarely
Condo
1,733
50,174
58
Female
30,963
Single
3
PhD
Unemployed
15.739174
Urban
Premium
1
18
600
5
2024-08-10 15:21:39.172097
Good
Yes
Rarely
House
1,361
50,175
null
Female
54,711
Divorced
1
High School
Unemployed
32.857305
Urban
Premium
0
3
331
8
2019-08-31 15:21:39.176717
Poor
Yes
Monthly
Condo
735
50,176
57
Male
10,991
Married
3
Bachelor's
Unemployed
14.182689
Urban
Basic
1
2
742
5
2021-05-07 15:21:39.264504
Poor
No
Weekly
Condo
1,281
50,177
32
Female
15,892
Married
0
High School
Unemployed
24.794424
Suburban
Comprehensive
2
10
564
2
2021-06-11 15:21:39.277975
Average
Yes
Rarely
Apartment
2,848
50,178
24
Female
28,470
Divorced
1
PhD
null
9.674633
Urban
Premium
null
12
351
2
2023-10-24 15:21:39.237118
Poor
No
Daily
Condo
1,236
50,179
30
Male
11,063
Married
1
Master's
null
27.458035
Suburban
Comprehensive
0
17
730
7
2023-10-10 15:21:39.179186
Average
Yes
Weekly
Condo
74
50,180
36
Male
1,586
Divorced
0
PhD
null
50.619982
Suburban
Premium
1
5
849
2
2019-10-10 15:21:39.174719
Good
Yes
Monthly
House
1,077
50,181
63
Male
43,435
Divorced
0
Bachelor's
Unemployed
24.240598
Suburban
Premium
null
19
472
9
2021-02-07 15:21:39.190215
Average
No
Daily
Apartment
615
50,182
26
Female
15,520
Divorced
2
PhD
Self-Employed
30.726674
Rural
Comprehensive
0
15
508
3
2024-02-07 15:21:39.104139
Average
No
Rarely
Condo
1,915
50,183
25
Female
7,095
Divorced
2
PhD
Self-Employed
19.57429
Suburban
Premium
0
11
793
2
2021-11-01 15:21:39.134960
Poor
Yes
Weekly
Condo
848
50,184
64
Female
39,731
Married
4
Master's
Employed
47.099966
Urban
Comprehensive
1
1
809
7
2022-03-30 15:21:39.132191
Average
No
Weekly
Apartment
966
50,185
18
Female
null
Single
null
PhD
null
7.935287
Rural
Basic
0
7
766
5
2020-03-31 15:21:39.167099
Good
No
Weekly
House
397
50,186
49
Female
6,960
Married
2
PhD
null
33.823222
Rural
Basic
null
10
709
9
2021-04-26 15:21:39.223390
Average
Yes
Rarely
Apartment
100
50,187
39
Male
16,078
Married
2
Bachelor's
Unemployed
5.073043
Suburban
Basic
2
17
621
2
2020-02-09 15:21:39.134960
Good
Yes
Weekly
Apartment
2,140
50,188
31
Female
46,093
Married
4
Master's
null
15.84934
Urban
Premium
0
5
718
4
2022-07-18 15:21:39.251142
Average
Yes
Rarely
House
830
50,189
39
Female
67,857
Divorced
1
Master's
null
36.356433
Suburban
Basic
null
13
411
6
2021-07-15 15:21:39.155231
Poor
No
Rarely
Apartment
2,554
50,190
48
Male
6,934
Married
4
High School
null
31.646986
Rural
Premium
null
7
656
3
2024-02-22 15:21:39.167099
Poor
No
Rarely
Condo
1,871
50,191
40
Female
10,954
Single
2
High School
null
39.981091
Suburban
Premium
2
4
486
8
2023-02-08 15:21:39.228521
Poor
No
Rarely
Apartment
736
50,192
21
Female
4,623
Single
0
PhD
Self-Employed
23.966173
Suburban
Basic
2
13
836
9
2021-05-14 15:21:39.263607
Good
No
Daily
Apartment
882
50,193
54
Female
55,475
Single
4
High School
Unemployed
10.814644
Rural
Premium
null
12
702
6
2020-08-23 15:21:39.147735
Average
Yes
Rarely
Condo
273
50,194
62
Male
1,226
Divorced
1
Master's
null
11.074941
Urban
Premium
2
11
731
8
2021-03-02 15:21:39.194829
Poor
No
Rarely
House
2,238
50,195
55
Male
658
Single
4
Bachelor's
Unemployed
18.058349
Rural
Comprehensive
2
18
515
1
2020-02-25 15:21:39.155231
Good
Yes
Monthly
House
1,009
50,196
44
Female
5,904
Married
0
Master's
Employed
28.484843
Urban
Comprehensive
1
7
533
5
2022-08-06 15:21:39.086123
Poor
No
Weekly
Apartment
1,139
50,197
39
Male
16,043
Single
null
Bachelor's
Unemployed
22.825761
Rural
Basic
0
2
577
3
2020-06-01 15:21:39.261856
Poor
Yes
Rarely
Condo
2,476
50,198
24
Male
40,658
Divorced
4
PhD
Self-Employed
15.789439
Urban
Premium
0
11
723
2
2024-02-02 15:21:39.209847
Poor
No
Daily
Apartment
143
50,199
25
Male
1,642
Single
2
Bachelor's
null
24.57301
Rural
Comprehensive
null
15
457
6
2020-02-01 15:21:39.176717
Average
No
Daily
Apartment
1,379