id
int64
0
1.2M
Age
float64
18
64
Gender
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2 values
Annual Income
float64
1
150k
Marital Status
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3 values
Number of Dependents
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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
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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
7,100
62
Female
17,086
Divorced
2
PhD
Self-Employed
null
Rural
Premium
1
3
822
8
2021-09-18 15:21:39.171102
Poor
No
Rarely
Apartment
594
7,101
53
Male
25,011
Married
1
Bachelor's
Employed
26.791092
Rural
Comprehensive
null
17
761
7
2023-04-24 15:21:39.194829
Poor
Yes
Rarely
House
1,394
7,102
64
Female
2,077
Single
null
Bachelor's
Employed
7.517743
Suburban
Basic
1
13
578
8
2020-03-23 15:21:39.126661
null
Yes
Daily
House
874
7,103
29
Male
17,003
Divorced
4
High School
Self-Employed
34.72002
Urban
Premium
0
16
601
4
2023-02-23 15:21:39.210805
null
Yes
Weekly
Apartment
147
7,104
24
Male
49,607
Divorced
4
Bachelor's
Unemployed
34.889994
Rural
Premium
0
8
799
8
2021-07-25 15:21:39.237118
Poor
No
Monthly
House
78
7,105
21
Male
28,205
Married
2
PhD
Employed
29.003956
Suburban
Basic
1
5
465
2
2019-09-02 15:21:39.224915
Poor
Yes
Monthly
House
177
7,106
43
Male
25,126
Married
0
Bachelor's
Unemployed
10.41971
Suburban
Basic
null
7
730
8
2019-09-01 15:21:39.288099
Good
Yes
Daily
House
2,054
7,107
32
Female
2,833
Single
4
Bachelor's
Employed
37.69797
Suburban
Premium
2
5
738
9
2019-11-09 15:21:39.099739
Average
No
Weekly
Apartment
479
7,108
50
Female
38,911
Married
4
Bachelor's
Unemployed
24.353083
Suburban
Comprehensive
2
10
null
5
2021-08-19 15:21:39.092127
Good
No
Daily
House
656
7,109
58
Male
18,096
Single
3
High School
null
28.917686
Suburban
Comprehensive
0
6
567
6
2023-12-17 15:21:39.143708
null
No
Daily
Apartment
1,301
7,110
24
Female
39,284
Single
4
PhD
Unemployed
9.322639
Urban
Basic
null
17
564
3
2020-02-20 15:21:39.148733
Good
No
Monthly
House
825
7,111
37
Male
116,502
Married
0
High School
Unemployed
38.146539
Urban
Comprehensive
1
1
486
1
2023-08-21 15:21:39.134960
Good
Yes
Rarely
Apartment
115
7,112
55
Male
725
Single
3
PhD
Unemployed
33.326925
Suburban
Comprehensive
2
4
738
9
2021-04-25 15:21:39.186212
Poor
No
Rarely
Condo
1,174
7,113
55
Male
19,038
Divorced
4
High School
Employed
38.657746
Suburban
Comprehensive
0
18
470
5
2019-12-05 15:21:39.105504
Average
No
Rarely
Apartment
733
7,114
26
Male
18,085
Single
1
Bachelor's
null
9.162444
Urban
Comprehensive
1
12
382
6
2019-12-06 15:21:39.134960
null
No
Daily
Condo
1,240
7,115
43
Female
45,652
Married
4
Bachelor's
Self-Employed
12.952318
Urban
Basic
1
16
818
6
2021-12-11 15:21:39.172097
Good
No
Weekly
Apartment
1,622
7,116
34
Male
11,350
Single
0
High School
Self-Employed
35.039741
Urban
Comprehensive
0
16
null
7
2023-02-14 15:21:39.093681
Average
Yes
Weekly
Condo
686
7,117
30
Female
30,984
Married
4
Bachelor's
Self-Employed
6.466861
Suburban
Comprehensive
1
14
791
1
2019-08-18 15:21:39.208842
Average
Yes
Daily
Condo
382
7,118
46
Male
602
Divorced
2
High School
null
6.934173
Urban
Premium
1
6
603
6
2023-12-14 15:21:39.100695
null
Yes
Daily
House
2,261
7,119
43
Female
17,131
Single
0
Bachelor's
null
14.082959
Urban
Basic
1
17
647
5
2023-05-20 15:21:39.214388
Poor
No
Monthly
Condo
1,174
7,120
19
Female
10,071
Married
4
PhD
null
40.898692
Rural
Basic
0
17
378
2
2019-11-04 15:21:39.255696
Average
No
Daily
House
1,472
7,121
44
Male
758
Divorced
3
Master's
Self-Employed
11.923791
Rural
Premium
2
8
null
4
2020-12-25 15:21:39.155231
Good
No
Weekly
Condo
518
7,122
32
Female
5,933
Married
0
PhD
Employed
49.372894
Suburban
Comprehensive
1
18
null
4
2021-08-14 15:21:39.085129
Poor
Yes
Daily
Apartment
1,843
7,123
54
Female
25,551
Single
4
Master's
null
19.964957
Suburban
Premium
1
0
null
7
2023-01-16 15:21:39.272456
null
Yes
Monthly
Apartment
590
7,124
34
Female
122,512
Married
null
PhD
Employed
13.355121
Rural
Comprehensive
null
16
462
7
2023-02-19 15:21:39.231531
Poor
Yes
Monthly
Condo
309
7,125
42
Male
1,608
Married
1
PhD
Unemployed
35.944626
Urban
Basic
1
0
431
9
2024-04-02 15:21:39.134960
Good
Yes
Weekly
Apartment
662
7,126
27
Male
74,955
Married
2
PhD
Unemployed
46.143613
Urban
Basic
0
13
506
5
2024-05-20 15:21:39.237118
Poor
No
Monthly
Condo
3,109
7,127
52
Female
71,278
Divorced
3
Bachelor's
null
12.6499
Urban
Basic
0
11
706
5
2020-04-22 15:21:39.182597
Average
Yes
Daily
Condo
300
7,128
62
Male
29,093
Married
1
Master's
Self-Employed
24.923377
Suburban
Premium
1
4
653
6
2024-03-13 15:21:39.155231
Good
No
Rarely
Apartment
926
7,129
41
Female
4,326
null
null
Bachelor's
Self-Employed
15.671022
Rural
Premium
null
1
503
1
2021-06-25 15:21:39.134960
Average
Yes
Daily
Condo
3,974
7,130
21
Female
1,851
Married
1
Bachelor's
Employed
26.814204
Suburban
Basic
2
11
677
7
2021-12-02 15:21:39.271453
Poor
No
Daily
Apartment
975
7,131
43
Female
71,383
Married
4
High School
null
15.186622
Suburban
Comprehensive
null
11
398
9
2021-07-22 15:21:39.206847
Average
No
Monthly
Condo
587
7,132
21
Female
66,919
Divorced
2
High School
null
26.15102
Urban
Comprehensive
1
0
764
3
2021-12-21 15:21:39.134960
Good
Yes
Weekly
Apartment
40
7,133
61
Female
45,566
Married
1
Master's
Employed
13.695797
Rural
Premium
null
15
466
5
2024-04-20 15:21:39.146733
Poor
Yes
Rarely
Apartment
807
7,134
44
Female
29,097
Married
1
High School
null
19.69133
Rural
Premium
0
17
544
9
2020-05-23 15:21:39.188220
Average
No
Daily
Condo
612
7,135
30
Female
16,015
Single
2
Bachelor's
Self-Employed
37.954824
Urban
Comprehensive
null
0
832
5
2022-06-23 15:21:39.237118
Good
Yes
Daily
House
641
7,136
54
Female
18,116
Single
1
PhD
null
33.018623
Rural
Premium
3
0
839
7
2023-07-20 15:21:39.192212
Average
Yes
Daily
Apartment
735
7,137
40
Female
30,690
Divorced
3
High School
Self-Employed
14.89216
Urban
Premium
0
5
338
9
2020-02-12 15:21:39.177724
Good
Yes
Daily
Apartment
1,059
7,138
49
Female
5,852
Married
2
Master's
Employed
12.926205
Suburban
Premium
null
14
null
8
2024-03-07 15:21:39.266452
Average
Yes
Rarely
Condo
758
7,139
42
Female
99,726
Divorced
4
PhD
Employed
5.01441
Rural
Basic
1
13
605
6
2020-05-26 15:21:39.264504
null
No
Monthly
Apartment
3,126
7,140
22
Male
127,713
Divorced
2
Bachelor's
Self-Employed
19.908571
Suburban
Comprehensive
null
8
460
2
2022-05-02 15:21:39.274993
Average
Yes
Daily
Apartment
714
7,141
42
Male
44,930
Single
0
Bachelor's
Employed
13.276587
Rural
Comprehensive
3
1
747
5
2022-11-09 15:21:39.200452
Poor
Yes
Rarely
House
2,771
7,142
57
Female
8,818
Divorced
4
Bachelor's
Employed
22.231277
Urban
Premium
1
9
847
5
2022-02-20 15:21:39.226954
Good
No
Rarely
Apartment
1,330
7,143
62
Female
9,086
Married
1
PhD
Self-Employed
12.958953
Rural
Premium
1
15
667
7
2023-04-25 15:21:39.237118
Average
No
Daily
Condo
2,035
7,144
19
Male
2,480
Single
0
High School
Unemployed
34.428895
Rural
Premium
null
3
449
9
2020-11-06 15:21:39.147735
Poor
Yes
Rarely
Apartment
731
7,145
35
Female
12,349
Married
3
PhD
Employed
37.924252
Suburban
Comprehensive
0
5
null
1
2022-06-25 15:21:39.282785
Average
No
Rarely
Apartment
619
7,146
36
Male
30,382
Single
2
High School
Unemployed
49.256777
Urban
Comprehensive
0
9
645
2
2023-03-19 15:21:39.198406
Poor
Yes
Daily
Apartment
778
7,147
56
Male
36,289
Single
1
Master's
Self-Employed
25.420095
Rural
Comprehensive
1
11
658
1
2020-08-22 15:21:39.092127
Good
Yes
Weekly
Condo
1,631
7,148
64
Female
2,398
Single
3
Master's
null
18.735288
Urban
Premium
null
18
662
6
2020-05-14 15:21:39.155231
Average
No
Rarely
House
431
7,149
27
Male
58,579
Single
4
High School
Employed
10.907496
Urban
Comprehensive
null
18
503
7
2021-07-17 15:21:39.201446
Poor
Yes
Monthly
House
52
7,150
58
Female
72,510
Single
3
Bachelor's
Employed
28.904666
Urban
Premium
0
18
459
1
2022-04-08 15:21:39.231531
Average
No
Daily
Apartment
1,231
7,151
25
Male
null
Divorced
3
Bachelor's
null
45.547138
Suburban
Premium
2
4
827
7
2024-01-28 15:21:39.102694
Average
Yes
Weekly
Condo
2,323
7,152
61
Male
null
Divorced
1
Master's
Self-Employed
46.929559
Rural
Comprehensive
1
16
615
6
2023-05-26 15:21:39.257696
Poor
No
Weekly
Condo
338
7,153
45
Male
30,647
Married
1
Bachelor's
null
30.17353
Rural
Comprehensive
1
16
825
7
2023-10-01 15:21:39.286113
Average
No
Rarely
Apartment
631
7,154
26
Female
29,705
Married
2
Bachelor's
Employed
22.913018
Suburban
Premium
0
7
null
3
2019-08-31 15:21:39.207847
Average
Yes
Weekly
House
1,326
7,155
22
Male
40,267
Single
3
Master's
Self-Employed
30.406005
Suburban
Comprehensive
null
13
461
2
2022-03-04 15:21:39.237118
null
No
Monthly
Apartment
589
7,156
47
Female
4,984
Single
3
Master's
Employed
31.924253
Urban
Premium
null
17
null
2
2023-04-14 15:21:39.155231
Poor
Yes
Monthly
Condo
29
7,157
19
Female
93,936
Married
3
Bachelor's
Self-Employed
null
Urban
Premium
null
4
799
3
2021-09-05 15:21:39.171102
Good
No
Weekly
Condo
2,310
7,158
56
Female
null
Single
3
Bachelor's
Self-Employed
15.842829
Urban
Comprehensive
1
14
469
3
2023-07-16 15:21:39.134960
Average
No
Weekly
Condo
3,575
7,159
61
Female
null
Single
2
High School
Employed
15.703957
Rural
Basic
2
6
733
6
2022-12-28 15:21:39.261856
Poor
Yes
Daily
House
4,519
7,160
28
Female
45,620
Divorced
3
Master's
Self-Employed
45.935186
Rural
Comprehensive
null
12
709
5
2022-12-09 15:21:39.228521
Good
No
Daily
Condo
2,681
7,161
55
Female
137,856
Divorced
4
Master's
Unemployed
14.315945
Suburban
Basic
0
17
578
3
2019-11-14 15:21:39.105504
Poor
Yes
Weekly
Apartment
81
7,162
26
Male
null
null
2
Master's
null
45.54964
Urban
Comprehensive
null
9
776
2
2024-02-29 15:21:39.232526
null
Yes
Weekly
Condo
781
7,163
51
Female
73,846
Married
3
High School
null
32.052176
Suburban
Comprehensive
3
12
313
8
2022-10-04 15:21:39.134960
Good
Yes
Daily
Condo
377
7,164
25
Male
8,234
Single
2
High School
Unemployed
18.151749
Rural
Basic
0
14
725
8
2021-12-04 15:21:39.193945
Poor
Yes
Weekly
Apartment
76
7,165
52
Female
38,162
Divorced
2
Bachelor's
null
21.356051
Suburban
Comprehensive
2
5
581
5
2020-05-09 15:21:39.230483
Poor
Yes
Weekly
House
550
7,166
45
Male
22,756
Single
2
Bachelor's
null
22.947897
Suburban
Comprehensive
2
4
838
3
2020-08-17 15:21:39.168099
Good
No
Rarely
Apartment
1,311
7,167
30
Male
null
Married
1
Master's
Self-Employed
21.918379
Suburban
Comprehensive
1
10
795
3
2024-04-23 15:21:39.205850
null
No
Weekly
Condo
1,959
7,168
63
Female
28,983
Divorced
4
High School
Employed
23.605933
Urban
Basic
null
2
543
5
2020-06-11 15:21:39.187211
Poor
No
Weekly
Apartment
605
7,169
59
Female
15,395
Divorced
3
PhD
Unemployed
39.77129
Suburban
Comprehensive
0
14
550
6
2020-03-28 15:21:39.278402
Good
Yes
Weekly
Condo
573
7,170
31
Female
609
Married
null
Bachelor's
Employed
30.037116
Suburban
Basic
0
15
null
9
2021-10-17 15:21:39.134960
Poor
No
Weekly
Apartment
30
7,171
60
Female
6,907
null
2
Master's
Employed
24.247426
Rural
Comprehensive
2
3
845
6
2020-06-16 15:21:39.204790
Average
Yes
Weekly
House
1,245
7,172
19
Female
5,821
Divorced
0
PhD
Unemployed
27.98985
Suburban
Premium
0
14
756
5
2022-02-05 15:21:39.192212
Poor
No
Weekly
House
542
7,173
61
Male
43,829
Married
2
PhD
Self-Employed
14.724354
Suburban
Premium
1
0
765
9
2019-11-20 15:21:39.132191
Poor
Yes
Rarely
House
923
7,174
21
Male
3,173
Single
4
High School
Unemployed
40.83469
Suburban
Basic
2
1
492
8
2021-11-17 15:21:39.083497
null
No
Daily
Apartment
1,329
7,175
60
Female
122,686
Divorced
3
PhD
Self-Employed
24.410026
Urban
Premium
null
6
401
8
2023-08-28 15:21:39.274993
Poor
No
Daily
Apartment
596
7,176
54
Female
43,912
Divorced
3
High School
null
31.598749
Rural
Premium
null
19
779
8
2021-05-04 15:21:39.199447
Average
No
Rarely
Apartment
1,140
7,177
20
Male
28,215
Divorced
1
Master's
Unemployed
19.817943
Rural
Comprehensive
null
0
647
5
2023-01-04 15:21:39.171102
Average
No
Daily
Condo
1,488
7,178
46
Male
18,355
Married
null
PhD
Employed
25.966147
Suburban
Premium
0
5
352
5
2024-06-09 15:21:39.165120
Average
No
Monthly
Apartment
1,490
7,179
24
Male
10,066
Single
0
High School
Self-Employed
13.179551
Suburban
Premium
null
17
704
6
2022-06-21 15:21:39.237118
Poor
Yes
Weekly
Condo
431
7,180
49
Female
72,464
Divorced
4
Master's
Unemployed
52.36116
Suburban
Basic
0
7
445
2
2019-10-05 15:21:39.094752
Poor
Yes
Daily
Apartment
771
7,181
29
Female
35,177
Married
3
Master's
Unemployed
45.641511
Rural
Comprehensive
3
5
439
8
2021-03-12 15:21:39.155231
Poor
Yes
Weekly
Condo
1,904
7,182
54
Male
44,771
Divorced
4
Bachelor's
Employed
19.157875
Suburban
Premium
2
13
456
4
2019-09-11 15:21:39.081504
Average
No
Monthly
House
2,668
7,183
46
Female
80,767
Divorced
3
PhD
Employed
null
Rural
Basic
null
7
746
3
2020-04-02 15:21:39.152732
Average
No
Daily
House
2,780
7,184
52
Female
24,388
Divorced
3
Bachelor's
Unemployed
null
Urban
Comprehensive
1
16
765
9
2021-01-07 15:21:39.229482
Average
Yes
Rarely
Apartment
810
7,185
39
Female
35,706
Divorced
4
High School
Unemployed
16.586049
Rural
Basic
2
18
490
6
2023-07-08 15:21:39.189223
Average
No
Rarely
Condo
189
7,186
55
Male
26,344
Married
3
Master's
null
30.447588
Urban
Comprehensive
1
12
407
5
2022-08-21 15:21:39.198406
Good
No
Rarely
Condo
1,461
7,187
54
Female
24,996
Single
1
PhD
Self-Employed
12.97615
Suburban
Premium
null
13
626
7
2019-10-13 15:21:39.093681
Poor
Yes
Daily
House
438
7,188
28
Male
6,826
Married
0
PhD
null
43.84779
Rural
Basic
null
4
642
4
2023-07-18 15:21:39.194829
Good
Yes
Monthly
House
1,396
7,189
46
Male
16,050
Single
2
Bachelor's
Employed
21.993646
Rural
Comprehensive
1
5
693
5
2023-08-17 15:21:39.248098
Average
No
Weekly
Condo
614
7,190
32
Male
15,163
Single
1
High School
Employed
null
Suburban
Comprehensive
0
8
590
3
2023-11-28 15:21:39.181605
Good
Yes
Daily
House
1,232
7,191
25
Female
2,739
Single
2
Bachelor's
Unemployed
38.392574
Suburban
Basic
2
17
null
9
2023-12-05 15:21:39.237118
null
No
Weekly
Apartment
505
7,192
45
Female
11,912
Married
2
Bachelor's
Unemployed
15.051225
Rural
Premium
1
13
639
8
2020-02-21 15:21:39.232526
Poor
Yes
Rarely
House
1,191
7,193
35
Male
14,054
Divorced
3
High School
Employed
9.722659
Urban
Basic
null
1
758
7
2020-09-21 15:21:39.226954
Average
No
Daily
Apartment
1,055
7,194
48
Male
30,368
Single
2
High School
null
14.096596
Urban
Comprehensive
1
11
477
6
2023-09-19 15:21:39.236064
Poor
No
Weekly
House
1,721
7,195
48
Female
76,734
Single
2
PhD
Employed
7.846255
Suburban
Basic
2
17
449
3
2023-06-05 15:21:39.177724
Good
Yes
Daily
House
49
7,196
63
Female
5,089
Divorced
4
Master's
Self-Employed
34.684204
Suburban
Comprehensive
3
17
null
3
2022-03-02 15:21:39.226954
Good
No
Monthly
Apartment
612
7,197
62
Male
12,600
Married
0
PhD
Unemployed
40.82876
Rural
Premium
2
14
589
6
2022-12-08 15:21:39.274993
Poor
Yes
Monthly
Apartment
192
7,198
48
Female
5,522
Single
0
High School
Employed
12.812134
Rural
Premium
1
7
373
6
2020-09-06 15:21:39.098696
Good
No
Daily
Condo
839
7,199
62
Female
23,210
Divorced
4
Master's
null
6.792618
Urban
Basic
0
15
566
3
2019-11-16 15:21:39.272456
Poor
Yes
Rarely
Apartment
1,535