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
1,100
23
Male
54,967
Single
4
Master's
Unemployed
37.723943
Suburban
Basic
null
10
800
6
2023-05-09 15:21:39.188220
Poor
Yes
Rarely
Condo
420
1,101
29
Female
51,468
Married
null
High School
Self-Employed
23.079183
Rural
Comprehensive
null
1
603
5
2021-02-24 15:21:39.231531
Good
No
Daily
House
119
1,102
60
Male
9,054
Divorced
null
High School
Employed
32.567015
Rural
Comprehensive
0
17
728
4
2024-08-07 15:21:39.120168
Poor
Yes
Daily
Apartment
1,618
1,103
25
Female
25,168
Divorced
4
Bachelor's
Unemployed
31.517859
Rural
Premium
null
11
731
2
2021-05-08 15:21:39.255696
Good
Yes
Rarely
Condo
533
1,104
43
Male
2,482
Married
2
High School
null
22.735673
Rural
Premium
0
7
496
5
2022-06-21 15:21:39.172097
Average
No
Weekly
House
686
1,105
25
Female
43,927
Single
null
PhD
null
null
Urban
Premium
1
3
685
2
2020-07-04 15:21:39.134960
Average
No
Monthly
Condo
652
1,106
39
Female
34,298
Single
0
High School
Self-Employed
21.967358
Suburban
Basic
2
6
597
1
2024-04-05 15:21:39.088124
Average
Yes
Daily
Condo
961
1,107
47
Female
33,299
Single
4
Master's
Unemployed
41.735116
Suburban
Basic
0
11
535
7
2023-09-25 15:21:39.252145
Good
No
Weekly
House
2,044
1,108
57
Female
43,471
Single
null
PhD
Unemployed
20.24481
Suburban
Comprehensive
null
15
444
2
2023-09-14 15:21:39.182597
Poor
Yes
Rarely
Condo
838
1,109
null
Female
38,689
Married
null
Master's
Unemployed
14.534706
Suburban
Premium
0
14
493
1
2020-10-08 15:21:39.134960
Good
Yes
Rarely
House
669
1,110
30
Female
35,153
Single
3
Master's
null
22.383336
Urban
Basic
null
3
537
5
2021-07-14 15:21:39.285112
Good
No
Daily
House
588
1,111
59
Male
23,155
Single
0
PhD
null
35.473085
Suburban
Comprehensive
1
6
null
6
2024-06-16 15:21:39.165120
Good
Yes
Daily
Condo
847
1,112
58
Male
29,137
Married
4
High School
Unemployed
21.55188
Rural
Basic
null
1
685
5
2019-11-18 15:21:39.191219
Poor
Yes
Monthly
Apartment
1,213
1,113
22
Female
3,795
Married
4
PhD
Unemployed
12.91446
Suburban
Comprehensive
1
12
579
8
2021-10-04 15:21:39.187211
null
Yes
Weekly
House
1,582
1,114
43
Female
80,175
Divorced
1
High School
Employed
4.816793
Rural
Basic
2
2
388
5
2019-11-28 15:21:39.134960
Good
Yes
Daily
Apartment
1,219
1,115
50
Female
17,553
Married
4
Bachelor's
Self-Employed
24.630536
Rural
Basic
null
19
793
6
2022-09-10 15:21:39.193945
null
No
Daily
Apartment
1,521
1,116
24
Male
8,386
Married
4
High School
null
4.55324
Rural
Comprehensive
1
13
671
1
2019-08-17 15:21:39.258696
Average
Yes
Rarely
House
448
1,117
34
Female
4,026
Married
2
High School
Unemployed
20.735394
Rural
Basic
1
19
705
4
2023-09-22 15:21:39.233998
Good
No
Rarely
House
190
1,118
18
Female
6,846
Married
1
Master's
null
27.313769
Rural
Premium
0
1
438
5
2024-06-10 15:21:39.088124
Poor
No
Rarely
Apartment
534
1,119
35
Female
17,079
Married
3
PhD
Employed
43.277792
Rural
Comprehensive
1
1
801
9
2022-08-12 15:21:39.167099
Average
Yes
Weekly
Apartment
2,728
1,120
39
Female
35,123
Divorced
1
High School
null
25.074698
Urban
Comprehensive
null
1
null
1
2020-05-17 15:21:39.122134
Poor
No
Daily
Apartment
722
1,121
33
Female
24,331
Divorced
null
Master's
Self-Employed
36.816403
Urban
Basic
1
18
null
8
2023-03-24 15:21:39.096739
Average
Yes
Daily
Condo
182
1,122
54
Male
6,095
Single
4
PhD
null
26.937246
Suburban
Premium
null
8
739
8
2020-04-27 15:21:39.190215
Good
Yes
Weekly
Apartment
1,858
1,123
49
Female
18,794
Single
2
Bachelor's
Unemployed
42.856969
Suburban
Comprehensive
null
10
346
8
2021-11-19 15:21:39.080440
Average
No
Weekly
House
634
1,124
55
Female
17,086
Divorced
4
Bachelor's
Employed
33.908728
Rural
Premium
0
14
746
2
2020-12-16 15:21:39.181605
Poor
Yes
Weekly
Apartment
1,597
1,125
33
Male
15,647
Single
0
High School
Employed
41.343348
Urban
Premium
0
15
734
8
2021-10-04 15:21:39.134960
Good
Yes
Daily
Condo
381
1,126
28
Female
31,667
Divorced
3
High School
Unemployed
13.829129
Urban
Premium
1
7
636
9
2022-07-25 15:21:39.237118
Average
Yes
Rarely
House
703
1,127
43
Female
131,821
Married
3
High School
Self-Employed
29.534973
Suburban
Comprehensive
1
0
456
2
2022-11-16 15:21:39.237118
Poor
Yes
Weekly
Apartment
692
1,128
51
Female
26,569
Married
1
PhD
Unemployed
27.892858
Suburban
Basic
0
10
841
2
2021-09-25 15:21:39.123711
Good
No
Weekly
Apartment
265
1,129
61
Female
14,053
Single
0
High School
Unemployed
9.822509
Urban
Premium
null
15
644
7
2020-11-03 15:21:39.282785
Good
Yes
Weekly
Apartment
835
1,130
59
Female
null
Married
2
Bachelor's
null
48.840814
Suburban
Basic
4
12
null
3
2023-03-19 15:21:39.257696
Good
No
Daily
House
2,689
1,131
43
Female
83,032
Single
1
Master's
Unemployed
22.869778
Urban
Comprehensive
null
8
465
1
2020-08-10 15:21:39.143708
Good
No
Weekly
House
1,983
1,132
null
Female
6,943
Married
2
Bachelor's
Employed
25.796916
Rural
Premium
4
5
821
9
2024-07-25 15:21:39.134960
Good
Yes
Weekly
Condo
1,764
1,133
31
Female
15,097
Divorced
4
High School
Unemployed
47.441014
Suburban
Premium
0
16
484
2
2022-03-13 15:21:39.155231
Average
No
Weekly
House
769
1,134
52
Male
46,431
null
null
Master's
Unemployed
14.71686
Suburban
Comprehensive
0
8
709
1
2022-09-15 15:21:39.165120
Poor
No
Rarely
Condo
2,593
1,135
35
Female
16,685
Single
3
Master's
Employed
16.0591
Suburban
Basic
1
11
802
7
2021-03-30 15:21:39.104139
Average
No
Daily
Apartment
276
1,136
31
Male
40,981
Married
4
Bachelor's
Unemployed
36.125634
Urban
Premium
1
14
464
1
2021-09-08 15:21:39.237118
Average
Yes
Weekly
House
632
1,137
26
Male
3,563
null
1
High School
Employed
16.394918
Urban
Basic
3
19
811
2
2024-04-07 15:21:39.130190
Average
Yes
Daily
House
37
1,138
62
Male
28,666
Married
2
PhD
Self-Employed
14.443941
Suburban
Basic
null
19
796
2
2021-06-05 15:21:39.259788
null
No
Daily
House
483
1,139
43
Male
36
Married
1
Bachelor's
Unemployed
19.29287
Suburban
Premium
2
5
481
6
2022-03-07 15:21:39.143708
Good
No
Daily
Apartment
2,399
1,140
18
Male
39,118
Divorced
0
PhD
Employed
26.653859
Urban
Premium
null
12
615
7
2019-10-10 15:21:39.198406
Poor
No
Weekly
Condo
1,713
1,141
28
Male
24,897
Divorced
1
Master's
Self-Employed
6.647793
Urban
Basic
4
19
779
3
2021-03-25 15:21:39.267454
Good
No
Daily
Apartment
2,731
1,142
19
Male
17,477
Single
4
High School
null
22.93571
Rural
Premium
1
15
737
4
2022-07-19 15:21:39.148733
Poor
Yes
Weekly
Apartment
1,472
1,143
null
Female
11,894
Divorced
2
Bachelor's
Employed
4.283951
Urban
Basic
2
17
null
8
2021-01-11 15:21:39.209847
Average
No
Monthly
Apartment
834
1,144
50
Female
29,173
Divorced
null
Bachelor's
Employed
32.955291
Suburban
Premium
0
12
783
5
2022-09-28 15:21:39.198406
Average
Yes
Weekly
House
2,155
1,145
22
Female
21,447
Divorced
3
Master's
null
25.724286
Urban
Premium
1
3
693
1
2024-06-10 15:21:39.248098
Poor
No
Rarely
Apartment
118
1,146
62
Male
8,801
Single
3
High School
Employed
32.067681
Urban
Basic
1
5
null
5
2021-08-26 15:21:39.134960
Poor
Yes
Daily
Apartment
859
1,147
58
Female
14,726
Married
0
High School
null
15.063718
Rural
Basic
0
0
522
1
2022-11-14 15:21:39.164044
Good
No
Rarely
Apartment
938
1,148
32
Male
31,110
Single
3
High School
null
41.912763
Rural
Basic
1
13
833
7
2022-05-09 15:21:39.177724
Poor
Yes
Monthly
Condo
483
1,149
56
Female
24,897
Single
null
Master's
null
null
Suburban
Comprehensive
null
7
661
4
2020-06-01 15:21:39.274993
Poor
Yes
Monthly
House
693
1,150
64
Male
13,983
Married
null
Master's
Unemployed
25.834503
Suburban
Basic
1
11
688
9
2024-03-11 15:21:39.221386
Good
No
Rarely
House
536
1,151
38
Female
462
Married
0
Master's
null
24.849262
Urban
Basic
1
9
306
7
2021-05-23 15:21:39.193945
Good
No
Daily
Apartment
766
1,152
56
Male
28,862
Single
null
Bachelor's
Self-Employed
48.120693
Rural
Premium
0
17
442
7
2022-07-05 15:21:39.154008
Average
Yes
Rarely
Apartment
1,662
1,153
46
Female
4,866
Single
0
PhD
null
19.078388
Suburban
Comprehensive
null
4
363
7
2020-01-26 15:21:39.272456
Good
No
Rarely
Condo
1,047
1,154
null
Male
1,688
Married
1
PhD
Employed
23.957454
Rural
Comprehensive
0
17
null
4
2023-03-24 15:21:39.134960
null
No
Weekly
Condo
452
1,155
23
Male
619
Single
3
High School
null
48.929728
Suburban
Premium
1
16
743
1
2022-10-10 15:21:39.134960
Average
Yes
Weekly
Condo
238
1,156
63
Female
null
Single
2
Bachelor's
Self-Employed
51.981879
Suburban
Basic
0
3
688
9
2023-08-11 15:21:39.249100
Average
No
Weekly
Apartment
714
1,157
46
Male
18,071
Single
3
PhD
null
47.696983
Rural
Premium
null
12
556
3
2022-04-10 15:21:39.259788
Good
No
Weekly
Condo
782
1,158
64
Female
94,794
Married
0
Master's
Employed
33.572997
Urban
Premium
0
7
579
1
2023-02-06 15:21:39.223901
Poor
No
Weekly
Apartment
171
1,159
null
Female
30,444
Divorced
3
Master's
Unemployed
27.252041
Rural
Basic
2
12
604
1
2020-12-19 15:21:39.155231
Good
No
Daily
House
463
1,160
38
Male
2,445
Divorced
2
PhD
null
9.547404
Suburban
Basic
0
19
418
3
2024-04-27 15:21:39.151732
Average
Yes
Daily
Apartment
1,082
1,161
55
Male
39,764
Single
0
High School
Unemployed
10.922858
Rural
Comprehensive
0
3
714
1
2020-09-21 15:21:39.173834
Poor
No
Weekly
Apartment
1,770
1,162
33
Female
null
Married
2
Master's
Self-Employed
11.671765
Rural
Premium
null
15
612
2
2019-11-22 15:21:39.170099
Average
No
Rarely
Apartment
146
1,163
37
Male
10,717
Divorced
4
PhD
null
18.514519
Suburban
Premium
0
5
403
6
2023-12-11 15:21:39.222387
Good
Yes
Daily
Condo
812
1,164
24
Male
30,224
Married
0
Bachelor's
Unemployed
31.155434
Suburban
Comprehensive
null
5
830
6
2020-12-23 15:21:39.173834
Poor
Yes
Weekly
Condo
1,092
1,165
47
Female
4,614
Married
null
Master's
Employed
12.982128
Rural
Premium
null
0
593
5
2024-06-29 15:21:39.180553
null
No
Weekly
Condo
2,267
1,166
21
Female
15,304
Married
4
High School
Unemployed
38.644566
Rural
Comprehensive
0
13
848
7
2022-08-26 15:21:39.237118
Poor
No
Rarely
Apartment
919
1,167
61
Female
4,905
Married
3
Bachelor's
Unemployed
33.534708
Rural
Premium
0
5
637
9
2022-05-01 15:21:39.237118
Good
No
Daily
Condo
1,849
1,168
29
Female
43,933
Married
3
High School
null
22.41141
Rural
Basic
3
8
494
6
2022-05-16 15:21:39.223901
Good
No
Weekly
Apartment
675
1,169
44
Female
3,898
Married
4
Bachelor's
null
9.555414
Urban
Premium
0
10
690
4
2023-09-03 15:21:39.118178
null
No
Daily
House
902
1,170
29
Female
3,064
Single
3
Bachelor's
Self-Employed
12.977845
Suburban
Premium
1
3
312
6
2020-10-07 15:21:39.222387
Good
No
Rarely
Apartment
1,255
1,171
34
Male
12,094
Single
3
Master's
Self-Employed
null
Urban
Basic
0
14
811
5
2019-10-21 15:21:39.165120
Poor
No
Rarely
Condo
1,544
1,172
44
Female
7,087
Single
2
Bachelor's
Employed
36.682538
Suburban
Premium
0
8
687
2
2021-12-08 15:21:39.155231
Poor
Yes
Rarely
House
661
1,173
35
Female
278
Single
3
Bachelor's
Self-Employed
34.720814
Rural
Premium
1
13
652
7
2021-02-04 15:21:39.272456
Good
No
Weekly
Condo
991
1,174
36
Female
67,219
Married
2
High School
Employed
13.040676
Rural
Basic
1
15
352
4
2020-09-04 15:21:39.134960
Average
Yes
Weekly
House
672
1,175
44
Female
51,187
Single
2
Bachelor's
Unemployed
45.958479
Urban
Comprehensive
2
19
734
1
2023-09-14 15:21:39.254678
Average
Yes
Monthly
Apartment
1,858
1,176
47
Male
45,148
Divorced
2
High School
Self-Employed
3.565846
Rural
Comprehensive
0
17
749
9
2021-11-14 15:21:39.237118
Good
No
Rarely
Apartment
3,234
1,177
54
Female
40,939
Single
0
PhD
null
19.944475
Suburban
Basic
1
1
645
8
2020-08-03 15:21:39.185215
Average
No
Daily
Condo
695
1,178
55
Male
7,071
Divorced
3
High School
Employed
34.958287
Rural
Comprehensive
null
15
573
2
2023-08-14 15:21:39.194829
Poor
Yes
Monthly
House
459
1,179
29
Female
58,537
Divorced
2
Master's
Self-Employed
10.86789
Urban
Premium
0
10
420
3
2021-01-26 15:21:39.090124
Poor
Yes
Rarely
Apartment
1,613
1,180
39
Male
64,735
Single
1
Bachelor's
Self-Employed
18.507207
Urban
Basic
2
16
769
6
2021-05-24 15:21:39.264504
Average
No
Weekly
Condo
1,839
1,181
51
Male
28,198
Married
3
High School
Self-Employed
21.89242
Urban
Comprehensive
2
3
779
1
2020-03-29 15:21:39.081504
Good
No
Monthly
Apartment
1,479
1,182
48
Male
26,585
Married
4
PhD
null
26.939407
Suburban
Basic
0
6
null
2
2020-11-19 15:21:39.177724
Poor
Yes
Monthly
Condo
116
1,183
23
Male
null
Single
1
PhD
null
41.758813
Suburban
Basic
3
6
702
8
2023-08-01 15:21:39.093681
Poor
No
Monthly
House
311
1,184
24
Female
14,077
Single
null
High School
Employed
31.829073
Urban
Comprehensive
2
2
696
9
2024-08-15 15:21:39.219432
Good
Yes
Weekly
House
1,731
1,185
26
Female
31,575
Married
2
High School
Unemployed
17.913684
Urban
Basic
0
4
644
2
2023-02-15 15:21:39.278402
Average
No
Weekly
Condo
1,783
1,186
55
Female
13,744
Divorced
null
Bachelor's
Unemployed
7.05998
Urban
Premium
1
5
752
7
2021-04-30 15:21:39.177724
Poor
No
Rarely
Apartment
2,207
1,187
64
Female
89,905
Divorced
3
Bachelor's
Employed
41.443821
Suburban
Premium
null
16
497
4
2019-12-26 15:21:39.143708
Good
Yes
Monthly
Apartment
3,160
1,188
29
Male
8,791
Married
null
Master's
Unemployed
21.44177
Urban
Comprehensive
0
14
786
7
2019-11-30 15:21:39.128286
Good
No
Weekly
House
722
1,189
28
Female
11,982
Single
4
High School
null
36.936352
Suburban
Premium
1
14
661
6
2023-08-13 15:21:39.237118
Average
No
Daily
Condo
2,354
1,190
25
Male
32,430
Single
null
High School
Unemployed
29.055328
Urban
Comprehensive
2
5
410
7
2022-12-10 15:21:39.226954
Average
No
Daily
Apartment
1,398
1,191
31
Male
23,984
Single
3
Bachelor's
Self-Employed
31.303674
Suburban
Premium
0
17
583
2
2023-03-21 15:21:39.147735
Poor
Yes
Rarely
Condo
901
1,192
22
Female
1,564
Single
4
PhD
Unemployed
26.071314
Suburban
Comprehensive
null
19
498
1
2022-02-22 15:21:39.237118
Good
Yes
Monthly
Condo
2,497
1,193
61
Male
22,106
Single
3
Bachelor's
Unemployed
28.859357
Suburban
Premium
2
1
533
9
2024-05-05 15:21:39.290098
Average
No
Rarely
Condo
573
1,194
36
Male
1,148
Single
2
PhD
Employed
13.438466
Urban
Basic
null
11
null
9
2020-06-03 15:21:39.155231
Poor
No
Daily
Condo
39
1,195
35
Male
38,154
Divorced
4
Master's
Self-Employed
23.868198
Urban
Basic
null
0
707
3
2021-07-01 15:21:39.268507
Good
No
Monthly
Apartment
545
1,196
47
Male
10,182
Divorced
1
High School
Unemployed
17.885726
Urban
Basic
null
14
362
8
2020-09-08 15:21:39.110557
Poor
Yes
Daily
Apartment
1,163
1,197
52
Female
68,146
Divorced
4
Bachelor's
null
48.459317
Rural
Basic
null
16
null
5
2022-08-28 15:21:39.080440
null
Yes
Rarely
House
36
1,198
49
Male
10,801
Married
1
Bachelor's
Self-Employed
28.981404
Rural
Basic
null
8
null
2
2019-11-28 15:21:39.090124
Good
Yes
Weekly
Apartment
1,049
1,199
43
Female
7,072
Single
1
Master's
Employed
50.973169
Urban
Basic
null
17
642
4
2021-06-03 15:21:39.107553
Poor
No
Rarely
Condo
642