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
1,195,100
19
Male
45,006
Divorced
null
Master's
Self-Employed
7.059847
Suburban
Comprehensive
1
15
819
2
2020-02-27 15:21:39.237118
Average
No
Daily
House
2,559
1,195,101
52
Male
3,870
Divorced
4
PhD
Employed
7.294867
Suburban
Comprehensive
1
16
749
2
2024-03-29 15:21:39.228521
Average
No
Weekly
Condo
2,580
1,195,102
35
Male
36,115
Married
4
High School
Self-Employed
50.598926
Suburban
Comprehensive
null
19
657
4
2023-07-08 15:21:39.086123
Average
No
Weekly
Condo
39
1,195,103
23
Female
51,635
Single
2
Master's
null
8.771834
Rural
Premium
2
6
711
7
2024-03-26 15:21:39.237118
null
No
Weekly
Condo
150
1,195,104
49
Male
85,515
Married
0
PhD
null
42.161324
Rural
Basic
null
12
310
5
2021-06-12 15:21:39.237118
Poor
Yes
Daily
House
962
1,195,105
35
Male
23,470
Married
0
PhD
null
44.786937
Suburban
Comprehensive
null
10
699
2
2023-04-05 15:21:39.134960
Average
No
Rarely
House
1,055
1,195,106
51
Female
6,950
Single
4
High School
Unemployed
18.749505
Rural
Comprehensive
null
18
598
4
2020-05-07 15:21:39.155231
Poor
No
Rarely
Condo
867
1,195,107
41
Male
3,772
Single
2
Master's
Employed
50.554549
Suburban
Basic
0
9
325
5
2023-07-17 15:21:39.117183
Good
Yes
Weekly
Apartment
676
1,195,108
52
Male
29,368
Single
3
Master's
Self-Employed
37.817296
Urban
Premium
1
13
573
3
2023-07-08 15:21:39.155231
Average
No
Rarely
Condo
100
1,195,109
45
Female
13,041
Single
3
PhD
Unemployed
4.567421
Urban
Premium
2
8
849
4
2021-06-09 15:21:39.174719
Average
No
Rarely
Apartment
2,071
1,195,110
47
Male
84,701
Single
null
High School
Self-Employed
31.817588
Urban
Comprehensive
2
7
571
7
2023-01-10 15:21:39.084065
Poor
No
Monthly
Apartment
3,869
1,195,111
52
Female
4,847
Divorced
3
PhD
Employed
4.966885
Urban
Comprehensive
null
5
468
1
2019-09-11 15:21:39.237118
Poor
Yes
Weekly
Condo
22
1,195,112
18
Male
43,989
Married
1
Master's
null
33.698927
Suburban
Comprehensive
null
6
739
2
2023-08-06 15:21:39.222387
Poor
No
Daily
Apartment
992
1,195,113
null
Female
2,989
Divorced
2
PhD
Employed
52.938323
Suburban
Premium
1
12
null
7
2022-03-19 15:21:39.146733
Good
Yes
Daily
Condo
1,085
1,195,114
35
Female
24,983
Divorced
1
Bachelor's
Self-Employed
28.726554
Rural
Basic
null
8
706
3
2021-10-08 15:21:39.155231
Average
Yes
Weekly
Apartment
645
1,195,115
42
Male
18,368
Divorced
2
Bachelor's
Unemployed
10.735702
Urban
Comprehensive
1
12
527
6
2021-06-12 15:21:39.263432
null
Yes
Rarely
Apartment
468
1,195,116
53
Female
49,552
Divorced
4
Master's
null
15.847321
Rural
Premium
null
3
476
4
2023-07-08 15:21:39.132191
Poor
Yes
Rarely
Condo
110
1,195,117
39
Male
24,862
Married
4
Bachelor's
Employed
28.323525
Rural
Comprehensive
0
13
590
3
2020-11-10 15:21:39.204790
Average
No
Rarely
Condo
632
1,195,118
20
Male
4,972
Single
3
PhD
Employed
50.749898
Suburban
Premium
0
8
342
2
2024-03-07 15:21:39.274993
Good
Yes
Rarely
Condo
542
1,195,119
46
Male
61,469
Divorced
null
High School
Unemployed
43.172286
Urban
Basic
1
14
422
8
2020-01-08 15:21:39.201446
Average
Yes
Rarely
Condo
1,106
1,195,120
64
Female
54,967
Married
1
Bachelor's
null
33.764284
Urban
Basic
null
17
361
8
2021-09-26 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,017
1,195,121
52
Male
14,085
Divorced
0
PhD
Unemployed
30.394504
Rural
Premium
0
15
622
1
2019-08-26 15:21:39.134960
Good
No
Rarely
Apartment
1,174
1,195,122
33
Male
64,420
Married
0
High School
Employed
47.965185
Suburban
Basic
null
1
447
6
2020-04-20 15:21:39.194829
Good
No
Rarely
Condo
726
1,195,123
51
Male
968
Divorced
1
PhD
null
null
Suburban
Premium
null
10
null
2
2024-07-13 15:21:39.172097
Average
Yes
Monthly
Apartment
676
1,195,124
44
Female
39,120
Divorced
3
High School
Self-Employed
27.895888
Urban
Premium
6
15
812
8
2023-09-07 15:21:39.203442
null
No
Monthly
House
1,684
1,195,125
25
Male
5,527
Single
4
PhD
Unemployed
null
Suburban
Comprehensive
0
14
743
2
2022-12-17 15:21:39.237118
Poor
Yes
Rarely
Condo
1,013
1,195,126
62
Female
2,833
Single
4
High School
null
24.456974
Rural
Premium
2
17
588
3
2022-01-28 15:21:39.106582
null
Yes
Daily
Condo
2,217
1,195,127
47
Female
7,685
Single
4
High School
Employed
21.566379
Urban
Comprehensive
null
10
375
4
2023-02-09 15:21:39.155231
Good
Yes
Daily
House
1,713
1,195,128
19
Male
48,877
Married
4
Bachelor's
Unemployed
20.456811
Urban
Comprehensive
1
1
313
3
2019-11-22 15:21:39.245086
Average
Yes
Weekly
Condo
963
1,195,129
34
Male
22,919
Divorced
3
PhD
null
26.648516
Urban
Comprehensive
0
4
685
2
2023-03-05 15:21:39.224915
Average
No
Weekly
Condo
2,394
1,195,130
31
Male
4,612
null
0
Master's
Self-Employed
48.789632
Rural
Premium
1
19
null
1
2020-03-17 15:21:39.090124
Average
No
Monthly
Apartment
1,794
1,195,131
20
Male
40,881
Married
1
High School
Unemployed
46.672329
Urban
Basic
null
12
670
2
2023-01-28 15:21:39.172097
Average
No
Daily
Apartment
1,273
1,195,132
39
Female
73,045
Single
2
High School
null
31.677596
Rural
Basic
2
2
395
2
2022-11-16 15:21:39.093681
Average
Yes
Monthly
Apartment
614
1,195,133
56
Female
44,718
Single
2
Bachelor's
null
14.908009
Suburban
Basic
0
8
732
1
2021-01-02 15:21:39.134960
Average
Yes
Rarely
House
724
1,195,134
42
Female
29,986
Divorced
4
PhD
Self-Employed
11.690805
Urban
Premium
2
1
828
8
2024-01-31 15:21:39.125660
Poor
No
Daily
Condo
482
1,195,135
49
Male
4,901
Divorced
0
PhD
Employed
40.382759
Suburban
Premium
1
1
513
8
2019-11-11 15:21:39.079128
Good
No
Weekly
Apartment
1,464
1,195,136
18
Male
2,571
Divorced
2
Bachelor's
Unemployed
null
Urban
Premium
null
0
589
5
2019-12-03 15:21:39.148733
Poor
Yes
Daily
House
2,534
1,195,137
46
Female
14,084
Divorced
4
Master's
null
46.095023
Rural
Premium
1
14
null
1
2021-06-07 15:21:39.194829
Good
Yes
Daily
Condo
687
1,195,138
58
Male
18,085
Married
3
Master's
null
20.369916
Suburban
Comprehensive
2
3
501
5
2023-06-08 15:21:39.122134
Good
Yes
Rarely
Apartment
106
1,195,139
29
Male
12,794
Married
null
High School
null
13.059611
Urban
Premium
null
10
541
7
2023-08-21 15:21:39.123711
Average
No
Monthly
Apartment
639
1,195,140
37
Female
127,877
Divorced
3
Master's
Unemployed
23.99143
Suburban
Premium
4
1
488
9
2023-09-30 15:21:39.134960
Good
No
Rarely
Apartment
3,039
1,195,141
61
Female
19,505
Single
2
PhD
Self-Employed
27.527399
Rural
Basic
null
6
785
5
2020-12-05 15:21:39.169102
Good
No
Weekly
House
2,478
1,195,142
33
Male
84,471
Married
3
Bachelor's
Unemployed
24.898365
Rural
Premium
null
17
624
4
2022-06-13 15:21:39.133866
Average
No
Rarely
Condo
312
1,195,143
37
Male
1,575
Divorced
1
Bachelor's
Employed
34.01064
Urban
Comprehensive
0
1
629
1
2022-02-08 15:21:39.122134
null
Yes
Daily
Condo
1,126
1,195,144
56
Male
45,316
Divorced
3
High School
null
26.814314
Suburban
Comprehensive
null
1
843
7
2022-03-16 15:21:39.252145
Average
Yes
Daily
Apartment
3,100
1,195,145
54
Male
72,490
Divorced
null
Master's
Self-Employed
21.619051
Suburban
Basic
1
14
511
1
2022-07-17 15:21:39.201446
Poor
Yes
Daily
Apartment
361
1,195,146
29
Female
57,836
Married
1
Master's
Self-Employed
4.534633
Rural
Comprehensive
2
14
431
2
2024-03-11 15:21:39.155231
Good
No
Weekly
Apartment
814
1,195,147
51
Male
10,305
Single
0
Bachelor's
Unemployed
26.788701
Urban
Comprehensive
0
16
null
7
2023-09-02 15:21:39.155231
Poor
No
Rarely
Condo
708
1,195,148
34
Female
60,770
Divorced
2
Bachelor's
null
null
Rural
Premium
0
9
842
7
2023-07-20 15:21:39.118178
null
No
Monthly
Apartment
439
1,195,149
33
Male
12,086
Married
4
Master's
Unemployed
4.74699
Rural
Premium
null
11
646
7
2020-12-16 15:21:39.210805
Poor
No
Weekly
Condo
926
1,195,150
35
Male
55,954
Married
3
PhD
Unemployed
24.26586
Rural
Basic
2
7
499
3
2023-01-06 15:21:39.155231
Average
No
Monthly
Condo
1,862
1,195,151
null
Male
34
Divorced
1
Bachelor's
Unemployed
null
Rural
Basic
null
9
846
5
2020-05-02 15:21:39.114118
Poor
No
Rarely
Apartment
523
1,195,152
45
Female
5,743
Divorced
0
Master's
Employed
9.503303
Urban
Premium
null
15
null
6
2020-08-07 15:21:39.266452
Average
No
Monthly
Condo
240
1,195,153
41
Male
2,032
Married
0
High School
null
51.053894
Rural
Comprehensive
null
12
654
6
2020-06-12 15:21:39.134960
Good
Yes
Rarely
Apartment
115
1,195,154
24
Male
71,488
Divorced
4
Master's
null
13.579932
Urban
Basic
null
15
427
7
2022-07-22 15:21:39.274993
Good
Yes
Rarely
Apartment
928
1,195,155
60
Male
40,071
Married
2
PhD
Self-Employed
12.01759
Urban
Premium
null
1
316
5
2021-12-04 15:21:39.268507
Good
No
Daily
House
467
1,195,156
40
Male
23,706
Divorced
0
Bachelor's
Unemployed
27.766256
Suburban
Premium
1
8
736
6
2021-04-26 15:21:39.206847
Good
No
Daily
Condo
34
1,195,157
60
Female
62,300
Divorced
3
Bachelor's
Employed
20.542505
Rural
Comprehensive
1
4
647
7
2024-05-31 15:21:39.185215
Average
Yes
Rarely
Condo
288
1,195,158
23
Male
null
Divorced
1
Master's
null
23.835166
Urban
Comprehensive
null
10
687
7
2021-08-04 15:21:39.134960
Good
Yes
Daily
House
130
1,195,159
38
Male
43,720
Married
null
High School
null
48.886751
Suburban
Comprehensive
1
13
762
5
2020-10-01 15:21:39.134960
Average
Yes
Daily
Apartment
122
1,195,160
49
Male
34,097
Single
4
High School
null
18.735185
Suburban
Comprehensive
null
1
661
8
2022-01-06 15:21:39.104139
Poor
Yes
Rarely
Condo
311
1,195,161
21
Male
121,311
Divorced
0
Master's
Unemployed
11.813239
Rural
Basic
2
4
809
7
2019-08-26 15:21:39.155231
Poor
No
Rarely
Condo
2,311
1,195,162
58
Female
6,820
Married
1
Bachelor's
Employed
32.392376
Rural
Premium
0
6
513
7
2020-10-18 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,805
1,195,163
56
Male
7,035
Single
3
High School
Unemployed
11.378939
Rural
Comprehensive
null
14
742
8
2020-07-23 15:21:39.128286
Poor
Yes
Daily
Apartment
257
1,195,164
56
Male
29,006
Married
2
High School
Unemployed
12.241767
Rural
Comprehensive
null
3
null
1
2024-01-27 15:21:39.192212
Good
No
Daily
Condo
1,273
1,195,165
59
Female
26,983
Single
2
Bachelor's
Self-Employed
40.82418
Suburban
Basic
2
19
638
1
2019-09-03 15:21:39.134960
Poor
No
Rarely
Condo
1,588
1,195,166
null
Male
25,239
Single
null
Master's
Employed
35.796982
Suburban
Comprehensive
0
10
627
2
2022-10-20 15:21:39.184157
Average
No
Weekly
Apartment
2,665
1,195,167
32
Male
71,045
null
1
Master's
Self-Employed
15.628767
Urban
Premium
2
16
363
1
2021-06-13 15:21:39.197445
Average
Yes
Daily
Apartment
1,645
1,195,168
44
Female
null
Married
1
PhD
Employed
34.56982
Suburban
Basic
3
16
565
3
2021-04-07 15:21:39.134960
Poor
No
Daily
House
28
1,195,169
19
Male
25,252
Married
4
PhD
null
13.181548
Urban
Basic
0
13
null
9
2020-01-12 15:21:39.202448
null
No
Weekly
House
1,678
1,195,170
35
Female
15,882
Married
2
PhD
Self-Employed
23.84974
Rural
Comprehensive
null
2
null
3
2021-04-04 15:21:39.155231
Average
No
Monthly
House
576
1,195,171
43
Female
1,079
Married
2
Bachelor's
null
43.606481
Rural
Comprehensive
null
13
641
3
2024-08-13 15:21:39.155231
Average
Yes
Monthly
Condo
20
1,195,172
30
Male
1,953
Married
1
Master's
Unemployed
17.750191
Urban
Premium
4
4
382
3
2021-09-03 15:21:39.199447
Poor
Yes
Monthly
House
1,036
1,195,173
61
Male
4,720
Divorced
2
PhD
Employed
null
Suburban
Basic
0
13
749
1
2020-11-04 15:21:39.120168
Poor
No
Weekly
Apartment
1,310
1,195,174
35
Male
15,123
Divorced
4
PhD
Unemployed
33.827561
Urban
Basic
0
18
null
1
2024-08-10 15:21:39.134960
Good
No
Monthly
Apartment
2,470
1,195,175
39
Female
29,098
Married
4
PhD
Unemployed
7.569116
Urban
Comprehensive
1
0
579
8
2020-08-28 15:21:39.095696
Good
No
Weekly
Apartment
716
1,195,176
60
Male
29,190
Single
3
High School
Employed
20.56976
Suburban
Basic
null
3
526
3
2022-06-08 15:21:39.181605
null
Yes
Rarely
Apartment
497
1,195,177
20
Female
669
Divorced
3
High School
Employed
38.637496
Suburban
Basic
null
3
824
1
2023-05-22 15:21:39.134960
Good
No
Weekly
Apartment
2,526
1,195,178
46
Female
45,357
Single
null
PhD
Self-Employed
null
Urban
Basic
1
10
779
9
2022-04-27 15:21:39.155231
Poor
Yes
Weekly
Apartment
2,471
1,195,179
57
Female
80,979
Married
3
High School
null
19.955191
Urban
Comprehensive
2
12
611
9
2022-03-19 15:21:39.244069
Poor
Yes
Weekly
Condo
2,195
1,195,180
30
Female
18,280
Married
3
Bachelor's
Unemployed
38.241477
Suburban
Basic
1
10
803
2
2023-06-24 15:21:39.207847
Good
Yes
Daily
Condo
2,386
1,195,181
35
Male
27,039
Single
1
PhD
Unemployed
16.748661
Rural
Basic
2
8
758
6
2021-03-06 15:21:39.134960
Poor
No
Rarely
Condo
181
1,195,182
63
Male
58,305
Married
4
PhD
null
24.49359
Suburban
Premium
1
14
548
8
2020-10-11 15:21:39.167099
null
Yes
Monthly
House
3,166
1,195,183
53
Male
89,987
Married
2
Master's
null
22.493821
Urban
Premium
0
13
382
6
2021-08-13 15:21:39.145732
Good
No
Monthly
Apartment
964
1,195,184
28
Male
14,982
Married
3
Master's
Unemployed
19.971048
Suburban
Comprehensive
0
17
689
9
2021-05-13 15:21:39.155231
Good
No
Monthly
Apartment
537
1,195,185
54
Male
11,564
Married
4
PhD
Self-Employed
17.817651
Rural
Premium
1
12
null
3
2021-08-14 15:21:39.144722
Poor
No
Monthly
Apartment
860
1,195,186
27
Female
34,803
Married
null
Bachelor's
Employed
20.977732
Rural
Basic
1
3
595
2
2020-12-26 15:21:39.249100
Average
No
Monthly
Apartment
1,257
1,195,187
26
Male
2,879
Single
4
High School
null
26.276447
Suburban
Premium
0
14
null
1
2023-02-04 15:21:39.125660
Poor
Yes
Monthly
Condo
2,134
1,195,188
23
Female
12,963
Single
1
Bachelor's
null
27.584837
Urban
Basic
1
12
748
8
2023-02-24 15:21:39.193945
Average
No
Monthly
Condo
23
1,195,189
36
Female
null
Married
1
Master's
Unemployed
null
Rural
Premium
0
1
null
7
2024-05-31 15:21:39.129190
Average
No
Rarely
House
101
1,195,190
35
Female
27,149
Single
4
PhD
null
24.759632
Suburban
Basic
0
8
817
6
2023-09-07 15:21:39.246098
Good
No
Daily
House
1,059
1,195,191
45
Female
84,712
Single
3
PhD
Employed
37.186669
Suburban
Comprehensive
3
2
603
7
2021-12-23 15:21:39.253660
Poor
No
Rarely
House
34
1,195,192
47
Male
40,562
Single
4
Master's
Unemployed
33.750009
Urban
Basic
1
7
759
5
2020-12-29 15:21:39.223901
Average
Yes
Rarely
Apartment
342
1,195,193
51
Female
4,900
Single
null
Bachelor's
Unemployed
51.24653
Urban
Comprehensive
null
19
524
7
2022-05-27 15:21:39.126661
Good
Yes
Rarely
Condo
1,871
1,195,194
35
Female
16,996
Single
2
PhD
Unemployed
19.744014
Rural
Basic
1
19
635
9
2023-09-05 15:21:39.259788
Poor
No
Rarely
House
3,866
1,195,195
54
Male
4,729
Married
4
High School
Self-Employed
23.231271
Suburban
Basic
0
7
487
2
2022-08-17 15:21:39.202448
Good
No
Daily
House
672
1,195,196
52
Male
null
Single
2
Bachelor's
Self-Employed
45.97924
Urban
Basic
null
18
630
5
2021-11-26 15:21:39.237118
Good
No
Monthly
Apartment
371
1,195,197
51
Male
52,854
Married
0
High School
Employed
17.081486
Suburban
Premium
0
11
408
1
2024-04-02 15:21:39.285112
Average
No
Monthly
Apartment
2,801
1,195,198
25
Female
91,381
Single
1
Bachelor's
Self-Employed
23.037338
Rural
Comprehensive
1
4
390
8
2020-10-05 15:21:39.170099
null
Yes
Weekly
Condo
262
1,195,199
48
Male
76,435
null
null
Master's
Employed
13.415727
Suburban
Comprehensive
null
1
816
6
2021-03-31 15:21:39.250151
null
No
Rarely
Apartment
828