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
1,185,100
26
Female
622
Single
3
PhD
Employed
8.742208
Suburban
Basic
0
6
711
7
2022-10-06 15:21:39.152732
Poor
No
Rarely
House
2,859
1,185,101
20
Male
10,166
Divorced
0
PhD
Employed
19.578022
Suburban
Premium
1
11
null
9
2021-10-03 15:21:39.121169
Good
Yes
Weekly
Apartment
1,076
1,185,102
55
Male
748
Married
2
Bachelor's
Self-Employed
34.624786
Urban
Comprehensive
1
19
662
9
2020-06-26 15:21:39.134960
Good
Yes
Monthly
House
25
1,185,103
23
Female
44,156
Single
null
High School
null
17.251142
Rural
Basic
null
8
346
6
2022-08-20 15:21:39.288099
Good
Yes
Monthly
House
962
1,185,104
55
Male
34,788
Single
4
PhD
Self-Employed
31.025426
Rural
Premium
1
4
613
6
2021-11-04 15:21:39.197445
Poor
Yes
Rarely
House
649
1,185,105
27
Female
100,958
Married
2
High School
null
21.310702
Suburban
Premium
2
19
372
1
2019-10-18 15:21:39.134960
Poor
Yes
Daily
Apartment
1,177
1,185,106
24
Male
11,927
Married
4
PhD
null
19.156413
Suburban
Premium
0
16
522
6
2022-01-18 15:21:39.255696
Poor
No
Weekly
Apartment
443
1,185,107
60
Female
1,569
Married
null
High School
Self-Employed
31.065841
Urban
Premium
1
13
null
4
2023-10-17 15:21:39.269494
null
No
Daily
Apartment
1,149
1,185,108
35
Female
68,256
Married
1
Bachelor's
null
36.999873
Rural
Basic
null
3
409
6
2020-11-27 15:21:39.134960
Average
No
Daily
Apartment
68
1,185,109
63
Male
16,081
Divorced
1
High School
Self-Employed
39.029047
Urban
Comprehensive
4
18
846
7
2022-03-29 15:21:39.264504
Poor
No
Daily
House
647
1,185,110
49
Female
8,881
Married
4
PhD
Self-Employed
25.769136
Suburban
Basic
null
11
null
6
2021-07-26 15:21:39.149731
Average
No
Weekly
Apartment
616
1,185,111
29
Female
15,894
Married
3
Bachelor's
null
31.486814
Urban
Basic
null
8
621
7
2020-02-03 15:21:39.134960
Average
Yes
Rarely
Apartment
681
1,185,112
20
Female
38,335
Single
0
High School
Self-Employed
32.641639
Rural
Premium
1
15
497
6
2022-10-03 15:21:39.248098
Average
Yes
Weekly
Condo
1,403
1,185,113
42
Female
8,094
Single
2
High School
Unemployed
11.539637
Suburban
Basic
1
0
746
9
2023-12-09 15:21:39.237118
Average
Yes
Monthly
Condo
809
1,185,114
63
Male
91,817
Single
3
Master's
Employed
34.687984
Urban
Comprehensive
null
8
394
2
2019-10-12 15:21:39.283783
Good
Yes
Rarely
House
668
1,185,115
61
Male
617
Single
0
Master's
Unemployed
11.028636
Rural
Premium
0
18
398
1
2020-05-28 15:21:39.134960
Average
Yes
Rarely
Apartment
1,613
1,185,116
32
Male
63,437
Single
3
Master's
null
4.097715
Rural
Basic
4
12
738
2
2020-11-05 15:21:39.121169
Average
No
Rarely
Condo
2,508
1,185,117
49
Female
36,806
Married
2
Master's
null
7.055925
Suburban
Basic
4
13
505
2
2024-03-07 15:21:39.155231
null
No
Daily
Apartment
1,434
1,185,118
64
Female
2,904
Married
1
High School
Self-Employed
19.582358
Suburban
Comprehensive
2
6
486
5
2020-05-07 15:21:39.268507
Good
Yes
Weekly
Apartment
1,586
1,185,119
56
Female
5,894
Single
4
Bachelor's
Self-Employed
25.540926
Rural
Basic
0
8
null
2
2022-04-20 15:21:39.102694
Average
No
Monthly
Condo
23
1,185,120
18
Male
10,619
Single
3
High School
null
4.353511
Suburban
Basic
0
14
608
2
2022-12-15 15:21:39.114118
Good
No
Monthly
Apartment
1,508
1,185,121
40
Female
32,990
Divorced
3
High School
null
25.722836
Urban
Premium
1
6
null
1
2019-09-24 15:21:39.192212
Good
Yes
Monthly
Apartment
1,050
1,185,122
30
Male
57,610
Married
3
Master's
Self-Employed
42.983948
Suburban
Comprehensive
3
8
793
9
2022-11-09 15:21:39.281787
Good
No
Weekly
House
3,085
1,185,123
44
Female
20,435
Single
2
Master's
null
13.136569
Urban
Basic
0
14
622
9
2022-12-11 15:21:39.259788
Good
Yes
Daily
Condo
1,044
1,185,124
29
Male
18,609
Divorced
2
PhD
Employed
11.414833
Rural
Premium
0
10
656
7
2019-12-28 15:21:39.211806
Poor
No
Rarely
House
583
1,185,125
33
Female
133,790
Single
4
PhD
null
13.933149
Urban
Premium
1
13
790
1
2021-07-19 15:21:39.111551
Average
No
Rarely
Apartment
241
1,185,126
52
Male
59,748
Divorced
0
Bachelor's
Unemployed
20.927086
Urban
Basic
0
3
397
3
2020-03-26 15:21:39.134960
Good
No
Daily
House
910
1,185,127
56
Male
28,215
Divorced
3
High School
null
39.70265
Suburban
Comprehensive
null
7
804
2
2023-04-27 15:21:39.093681
Poor
Yes
Rarely
House
798
1,185,128
26
Female
6,652
Single
1
Master's
Self-Employed
37.564857
Suburban
Premium
0
4
350
7
2023-10-01 15:21:39.207847
Average
Yes
Rarely
House
2,144
1,185,129
42
Female
72,367
Single
4
Bachelor's
null
null
Rural
Premium
null
7
468
4
2020-02-16 15:21:39.226954
Good
No
Daily
House
1,337
1,185,130
45
Male
12,343
Married
4
High School
null
23.58643
Rural
Premium
0
16
467
1
2024-06-02 15:21:39.269494
Average
No
Rarely
Condo
2,052
1,185,131
61
Male
23,648
Single
2
Bachelor's
null
44.616571
Urban
Comprehensive
null
15
441
6
2022-01-09 15:21:39.288099
Good
No
Monthly
Apartment
409
1,185,132
20
Female
3,488
Single
0
Bachelor's
null
6.937233
Suburban
Premium
null
3
302
5
2023-12-27 15:21:39.191219
Good
Yes
Rarely
Apartment
473
1,185,133
56
Male
1,415
Divorced
1
Bachelor's
Employed
50.576767
Urban
Comprehensive
0
12
461
4
2021-09-21 15:21:39.134960
null
Yes
Monthly
House
528
1,185,134
51
Female
51,138
Married
0
Bachelor's
null
null
Suburban
Basic
1
11
403
7
2020-12-02 15:21:39.090124
null
Yes
Daily
Condo
484
1,185,135
34
Male
6,958
Divorced
3
PhD
null
32.258567
Suburban
Basic
null
16
744
8
2020-11-07 15:21:39.081504
Average
No
Daily
House
1,542
1,185,136
22
Male
33,125
Single
0
PhD
Unemployed
16.29077
Suburban
Comprehensive
null
15
713
8
2019-08-22 15:21:39.206847
Average
Yes
Rarely
Apartment
793
1,185,137
35
Male
438
Divorced
0
PhD
Unemployed
34.697563
Rural
Premium
2
11
476
9
2024-02-11 15:21:39.117183
Poor
Yes
Rarely
Apartment
761
1,185,138
49
Female
1,147
Married
2
Bachelor's
Self-Employed
4.7265
Rural
Basic
0
10
691
6
2021-06-12 15:21:39.107553
Average
No
Daily
Apartment
28
1,185,139
20
Male
22,261
Divorced
null
Bachelor's
Employed
11.075948
Rural
Premium
1
8
365
6
2021-04-28 15:21:39.212862
Good
Yes
Monthly
Apartment
659
1,185,140
32
Male
85,825
Divorced
1
Bachelor's
null
39.547705
Suburban
Basic
3
7
439
2
2024-07-04 15:21:39.274993
Good
Yes
Rarely
Condo
513
1,185,141
19
Male
2,692
Divorced
0
PhD
null
18.77732
Urban
Basic
1
11
614
7
2023-01-23 15:21:39.092127
Good
No
Daily
Condo
382
1,185,142
50
Male
17,091
Single
0
Bachelor's
Self-Employed
16.848191
Suburban
Basic
1
8
762
8
2021-02-27 15:21:39.134960
Average
Yes
Monthly
House
531
1,185,143
40
Male
38,729
Married
3
Master's
null
25.361171
Urban
Comprehensive
1
16
832
2
2022-01-22 15:21:39.165120
Poor
Yes
Daily
House
582
1,185,144
33
Female
142,513
Married
2
Master's
Unemployed
18.273947
Urban
Premium
null
7
658
7
2021-04-25 15:21:39.204790
Poor
No
Rarely
Apartment
364
1,185,145
19
Male
25,011
Married
null
Bachelor's
null
48.634205
Suburban
Premium
null
12
602
8
2022-01-08 15:21:39.134960
Poor
No
Monthly
Condo
49
1,185,146
19
Male
41,904
Single
1
High School
Unemployed
45.744285
Suburban
Premium
0
13
724
5
2022-08-10 15:21:39.094752
Good
Yes
Monthly
House
987
1,185,147
54
Female
40,477
Married
0
High School
Unemployed
42.170532
Suburban
Comprehensive
null
6
826
2
2021-01-07 15:21:39.256696
null
No
Monthly
Condo
568
1,185,148
29
Female
5,525
Single
4
Bachelor's
null
42.812416
Urban
Basic
0
17
799
9
2020-11-03 15:21:39.134960
null
Yes
Rarely
Apartment
2,750
1,185,149
40
Male
15,103
Married
1
Master's
null
4.365794
Urban
Premium
0
6
null
9
2021-09-17 15:21:39.237118
Average
Yes
Rarely
Apartment
882
1,185,150
56
Male
45,947
Married
3
Bachelor's
Employed
17.979498
Suburban
Comprehensive
null
7
515
1
2022-12-21 15:21:39.246098
Average
Yes
Monthly
Condo
1,564
1,185,151
25
Female
27,199
Married
3
Master's
null
16.634891
Rural
Premium
0
12
547
5
2021-01-17 15:21:39.099739
null
No
Weekly
Apartment
1,216
1,185,152
62
Female
8,722
Single
0
PhD
null
46.990158
Urban
Comprehensive
0
3
837
8
2020-03-03 15:21:39.237118
Poor
Yes
Rarely
House
464
1,185,153
41
Male
3,234
Single
3
Master's
Self-Employed
22.053384
Suburban
Premium
null
12
444
5
2022-06-01 15:21:39.134960
Poor
No
Weekly
Condo
1,161
1,185,154
54
Male
15,008
Married
2
PhD
Self-Employed
40.858279
Rural
Comprehensive
null
8
662
7
2024-06-02 15:21:39.119168
Average
No
Weekly
Condo
1,563
1,185,155
58
Female
25,891
Married
null
High School
Self-Employed
4.035748
Rural
Premium
3
4
null
3
2023-02-15 15:21:39.231531
Average
Yes
Weekly
Condo
437
1,185,156
34
Female
10,013
Single
null
PhD
Self-Employed
50.574744
Suburban
Basic
0
5
629
7
2022-06-20 15:21:39.198406
Good
No
Rarely
Apartment
745
1,185,157
32
Female
null
Married
1
High School
null
11.727534
Urban
Comprehensive
0
3
468
8
2023-10-30 15:21:39.146733
Good
Yes
Daily
Apartment
128
1,185,158
null
Male
35,227
Divorced
2
High School
Unemployed
24.779523
Suburban
Comprehensive
0
16
null
9
2023-06-30 15:21:39.134960
Average
No
Monthly
House
382
1,185,159
46
Male
24,991
Single
1
Master's
Unemployed
48.484419
Rural
Comprehensive
null
8
674
3
2019-08-17 15:21:39.134960
Good
No
Weekly
Apartment
27
1,185,160
59
Male
42,967
Single
4
Bachelor's
Self-Employed
37.75463
Rural
Basic
null
14
712
2
2022-06-10 15:21:39.083497
Average
Yes
Weekly
Condo
1,921
1,185,161
52
Male
23,604
Married
null
Bachelor's
null
5.572024
Urban
Comprehensive
2
15
707
8
2024-05-30 15:21:39.085129
Average
No
Daily
Apartment
1,379
1,185,162
33
Female
12,054
Divorced
1
PhD
null
45.015969
Rural
Premium
0
18
713
5
2024-04-13 15:21:39.172097
Poor
No
Weekly
Condo
2,796
1,185,163
49
Male
44,127
Single
0
Bachelor's
Employed
22.933014
Urban
Premium
1
3
684
2
2023-12-27 15:21:39.274993
Poor
No
Monthly
House
902
1,185,164
23
Female
39,079
Married
2
Master's
null
26.690744
Suburban
Premium
2
17
534
6
2024-04-24 15:21:39.226954
Poor
Yes
Daily
House
522
1,185,165
21
Female
60,549
Married
4
High School
Self-Employed
50.676804
Rural
Comprehensive
2
18
570
8
2022-04-12 15:21:39.266452
Average
Yes
Monthly
Apartment
1,130
1,185,166
20
Female
15,228
Married
1
Bachelor's
null
38.085201
Rural
Premium
0
13
543
4
2022-11-04 15:21:39.187211
Poor
No
Monthly
Apartment
474
1,185,167
34
Female
43,461
Married
0
Master's
null
41.977014
Urban
Premium
1
18
760
3
2020-05-17 15:21:39.185215
Average
Yes
Weekly
Apartment
643
1,185,168
63
Male
33,571
Married
2
Bachelor's
Employed
34.927368
Rural
Basic
0
14
372
6
2021-10-02 15:21:39.208842
Poor
Yes
Monthly
House
1,643
1,185,169
37
Male
14,072
Married
1
PhD
Employed
25.695841
Suburban
Basic
1
1
629
1
2022-02-27 15:21:39.155231
Good
Yes
Daily
House
692
1,185,170
null
Female
3,718
Married
null
High School
null
25.038411
Rural
Comprehensive
1
19
622
9
2022-03-31 15:21:39.096739
null
No
Daily
Condo
1,016
1,185,171
45
Female
50,919
Single
4
PhD
Self-Employed
36.243932
Urban
Premium
0
16
391
3
2021-03-14 15:21:39.191219
Good
Yes
Monthly
Apartment
588
1,185,172
49
Female
10,438
Single
4
Bachelor's
Employed
49.299661
Suburban
Premium
0
5
null
6
2021-11-04 15:21:39.173661
Average
No
Monthly
Apartment
1,471
1,185,173
50
Female
31,602
Divorced
1
Master's
Employed
14.792915
Rural
Basic
null
18
549
6
2024-02-21 15:21:39.188220
Poor
No
Daily
Condo
699
1,185,174
40
Female
11,258
Married
2
Master's
null
34.040435
Suburban
Comprehensive
null
17
801
5
2020-04-20 15:21:39.120168
Average
No
Rarely
Condo
591
1,185,175
58
Female
36,922
Married
null
High School
null
12.676639
Suburban
Basic
null
13
748
5
2019-09-21 15:21:39.134960
Good
No
Weekly
Condo
595
1,185,176
31
Female
9,768
Married
2
Bachelor's
Unemployed
22.692978
Suburban
Comprehensive
1
15
814
7
2021-12-02 15:21:39.106582
Average
No
Rarely
Apartment
110
1,185,177
33
Female
17,373
Married
0
High School
Employed
50.854736
Rural
Basic
0
18
613
7
2024-08-03 15:21:39.237118
Poor
No
Monthly
House
456
1,185,178
49
Male
88,082
Married
1
High School
null
52.567603
Suburban
Comprehensive
1
16
817
9
2024-02-26 15:21:39.189223
Good
No
Daily
Condo
1,879
1,185,179
43
Female
20,460
Married
1
PhD
Unemployed
40.959374
Rural
Premium
1
0
null
2
2023-10-04 15:21:39.134960
Good
Yes
Weekly
Apartment
916
1,185,180
48
Male
25,166
Single
3
Bachelor's
Self-Employed
null
Urban
Comprehensive
0
18
758
7
2020-06-18 15:21:39.096739
Average
Yes
Daily
House
511
1,185,181
36
Female
19,318
Divorced
2
Master's
Self-Employed
19.419828
Urban
Premium
null
5
539
9
2022-05-16 15:21:39.222387
Good
Yes
Rarely
Apartment
86
1,185,182
44
Female
120,117
Divorced
2
Bachelor's
Employed
19.497219
Rural
Basic
1
19
557
7
2022-09-21 15:21:39.091080
Good
Yes
Weekly
Condo
112
1,185,183
47
Female
115,095
Married
2
Master's
Unemployed
33.038524
Rural
Comprehensive
0
18
394
7
2023-12-01 15:21:39.231531
Poor
Yes
Monthly
Apartment
1,393
1,185,184
41
Female
28,450
Single
0
Master's
Self-Employed
8.534678
Rural
Comprehensive
null
12
496
6
2023-01-05 15:21:39.155231
Good
Yes
Daily
Apartment
2,604
1,185,185
35
Male
25,387
Divorced
0
Bachelor's
null
45.988482
Urban
Basic
null
9
456
8
2023-01-02 15:21:39.155231
Average
No
Weekly
House
961
1,185,186
24
Male
34,068
Married
1
Master's
Employed
31.777857
Suburban
Comprehensive
0
3
686
8
2020-12-25 15:21:39.091080
Average
No
Monthly
Condo
1,214
1,185,187
28
Male
11,199
Single
4
Master's
null
7.067311
Suburban
Comprehensive
1
9
499
8
2023-05-10 15:21:39.134960
Good
Yes
Rarely
House
956
1,185,188
60
Female
64,513
Single
3
PhD
null
32.05665
Urban
Premium
null
10
442
4
2023-11-24 15:21:39.260856
Good
Yes
Rarely
Apartment
25
1,185,189
32
Male
18,382
Married
1
Master's
Self-Employed
48.450189
Rural
Comprehensive
null
17
648
2
2019-12-21 15:21:39.155231
Good
Yes
Weekly
Condo
562
1,185,190
50
Female
497
Married
4
PhD
Employed
35.879364
Urban
Premium
null
4
846
6
2023-11-08 15:21:39.149731
Poor
No
Weekly
House
49
1,185,191
27
Male
29,055
Married
1
PhD
null
11.490173
Suburban
Basic
1
12
782
5
2021-09-04 15:21:39.122134
Average
Yes
Daily
Condo
477
1,185,192
45
Male
28,564
Married
null
High School
null
25.973284
Suburban
Premium
null
2
512
3
2024-07-11 15:21:39.175719
Good
Yes
Monthly
Apartment
1,801
1,185,193
40
Male
38,173
Single
1
High School
Employed
25.739231
Urban
Premium
0
4
594
6
2022-03-20 15:21:39.248098
Poor
Yes
Monthly
Apartment
1,253
1,185,194
31
Male
4,619
Divorced
3
High School
null
31.616733
Urban
Premium
2
19
821
4
2023-08-16 15:21:39.202448
Poor
No
Weekly
Apartment
1,160
1,185,195
26
Female
20,963
Single
3
Master's
Unemployed
45.184004
Suburban
Premium
3
10
607
7
2021-07-13 15:21:39.154008
Poor
No
Monthly
House
967
1,185,196
54
Male
8,696
Divorced
1
Bachelor's
Unemployed
29.15975
Urban
Basic
null
5
567
1
2020-05-25 15:21:39.155231
Poor
Yes
Daily
House
21
1,185,197
46
Female
1,207
Single
null
Bachelor's
null
null
Suburban
Premium
0
7
759
6
2021-04-08 15:21:39.202448
Average
Yes
Weekly
Apartment
1,372
1,185,198
43
Male
12,791
Single
3
PhD
Self-Employed
39.330165
Urban
Comprehensive
0
2
587
2
2022-02-17 15:21:39.134960
Poor
Yes
Daily
Apartment
2,350
1,185,199
54
Male
1,322
Single
3
Master's
Self-Employed
14.813598
Rural
Basic
1
18
463
8
2020-01-01 15:21:39.170099
Poor
No
Daily
Condo
691