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
1,187,100
59
Male
36,190
Single
1
Bachelor's
Unemployed
36.890778
Rural
Basic
0
2
596
8
2024-03-13 15:21:39.134960
Average
Yes
Monthly
House
1,810
1,187,101
58
Female
29,791
Divorced
1
Bachelor's
Unemployed
32.343618
Suburban
Basic
0
1
null
2
2019-09-03 15:21:39.170099
Average
Yes
Monthly
House
1,410
1,187,102
53
Male
24,983
Divorced
4
PhD
Unemployed
47.238711
Rural
Comprehensive
0
9
584
8
2020-03-24 15:21:39.134960
Average
No
Weekly
Apartment
1,419
1,187,103
49
Male
20,365
Married
null
Bachelor's
null
44.396826
Suburban
Basic
0
8
682
2
2020-12-22 15:21:39.114118
Good
No
Weekly
Apartment
1,197
1,187,104
38
Male
447
Married
0
Master's
null
23.270075
Urban
Basic
null
15
474
5
2024-02-03 15:21:39.274993
Good
No
Monthly
Condo
3,166
1,187,105
26
Female
46,255
Single
1
Master's
Employed
13.079536
Urban
Premium
2
15
616
2
2020-10-17 15:21:39.155231
Poor
Yes
Daily
Condo
998
1,187,106
28
Male
null
Divorced
4
Bachelor's
null
28.948356
Suburban
Basic
1
1
422
4
2023-03-19 15:21:39.130190
null
No
Weekly
Apartment
3,522
1,187,107
25
Female
11,522
Single
4
PhD
null
17.675564
Suburban
Premium
null
18
516
3
2024-04-17 15:21:39.211806
Poor
Yes
Daily
Apartment
172
1,187,108
58
Male
70,579
Divorced
2
Master's
Self-Employed
45.530716
Urban
Comprehensive
0
6
468
4
2024-03-31 15:21:39.134960
Average
No
Monthly
Apartment
20
1,187,109
27
Female
null
Married
1
Bachelor's
Employed
4.3845
Rural
Basic
null
1
581
5
2020-08-16 15:21:39.146733
Poor
No
Weekly
Condo
48
1,187,110
28
Male
8,485
Divorced
0
Bachelor's
Employed
22.440148
Suburban
Basic
null
4
496
7
2023-11-02 15:21:39.134960
Poor
No
Monthly
House
1,178
1,187,111
30
Male
2,604
Married
0
PhD
null
11.855905
Rural
Comprehensive
null
6
748
5
2023-05-08 15:21:39.222387
null
Yes
Monthly
House
229
1,187,112
55
Female
3,899
Divorced
1
High School
null
48.085102
Rural
Premium
2
18
823
6
2022-07-15 15:21:39.283783
Poor
No
Rarely
Apartment
788
1,187,113
62
Female
18,194
Single
null
PhD
Employed
9.181709
Rural
Basic
null
17
441
2
2022-02-27 15:21:39.155231
Good
Yes
Monthly
Condo
1,314
1,187,114
50
Female
20,975
Divorced
0
PhD
Employed
44.315919
Suburban
Basic
2
14
718
6
2022-02-26 15:21:39.096739
null
Yes
Monthly
Condo
313
1,187,115
51
Male
13,981
Single
0
Bachelor's
Self-Employed
18.628724
Suburban
Premium
null
11
734
3
2022-02-04 15:21:39.147735
Good
No
Weekly
Condo
882
1,187,116
28
Male
15,881
Married
null
High School
Employed
14.86729
Rural
Basic
2
16
null
6
2020-09-22 15:21:39.147735
Good
No
Monthly
Apartment
604
1,187,117
25
Male
31,205
Divorced
1
Master's
Employed
14.317045
Rural
Basic
1
4
817
5
2021-11-11 15:21:39.264504
Good
Yes
Monthly
Condo
2,772
1,187,118
54
Female
26,396
Divorced
3
High School
null
21.935254
Urban
Comprehensive
1
0
null
4
2022-09-01 15:21:39.155231
Poor
Yes
Weekly
House
2,475
1,187,119
39
Male
51,648
Single
2
High School
Employed
51.516037
Rural
Premium
null
18
554
1
2021-08-07 15:21:39.134960
Good
Yes
Monthly
Apartment
533
1,187,120
43
Male
16,072
Married
4
High School
Employed
27.128911
Rural
Comprehensive
1
18
538
1
2024-01-11 15:21:39.134960
Poor
Yes
Weekly
Apartment
615
1,187,121
42
Male
29,368
Divorced
4
Bachelor's
Unemployed
10.246511
Urban
Comprehensive
0
15
685
1
2022-02-07 15:21:39.155231
Good
No
Rarely
Apartment
246
1,187,122
64
Male
33,005
Single
1
High School
Employed
11.564679
Suburban
Premium
null
3
607
3
2022-03-31 15:21:39.112553
Average
No
Daily
Apartment
677
1,187,123
32
Male
16,837
Single
0
Bachelor's
Self-Employed
19.835109
Suburban
Basic
null
4
728
9
2023-12-03 15:21:39.095696
Average
Yes
Daily
House
1,259
1,187,124
33
Male
36,115
Single
2
PhD
Employed
42.854978
Rural
Premium
1
17
700
5
2021-02-04 15:21:39.080440
Average
No
Weekly
Condo
27
1,187,125
63
Male
34,241
Divorced
0
Bachelor's
null
23.079128
Urban
Basic
null
18
577
3
2023-07-27 15:21:39.185215
Poor
No
Weekly
House
2,259
1,187,126
43
Female
38,123
Single
1
PhD
Employed
11.878683
Urban
Basic
0
4
523
7
2023-12-07 15:21:39.101733
Average
No
Daily
Condo
2,460
1,187,127
61
Female
15,458
Married
4
High School
Self-Employed
35.927266
Urban
Premium
1
19
644
1
2021-03-23 15:21:39.237118
Average
Yes
Daily
Condo
2,794
1,187,128
null
Male
132,685
Divorced
2
Master's
null
50.382359
Rural
Comprehensive
0
16
743
7
2020-04-25 15:21:39.213373
null
No
Rarely
Apartment
508
1,187,129
32
Female
15,123
Single
4
High School
Employed
37.896816
Urban
Premium
0
11
841
5
2020-07-21 15:21:39.250151
Good
Yes
Monthly
Apartment
2,153
1,187,130
45
Male
947
Married
2
High School
null
4.829291
Suburban
Comprehensive
3
1
793
2
2020-01-19 15:21:39.192212
Average
Yes
Weekly
Apartment
1,783
1,187,131
27
Female
121,796
Divorced
1
Bachelor's
Self-Employed
26.272938
Urban
Premium
2
2
838
6
2023-06-29 15:21:39.189223
Good
Yes
Rarely
House
423
1,187,132
51
Male
4,723
null
2
Bachelor's
Unemployed
28.488061
Suburban
Comprehensive
null
16
513
5
2020-07-14 15:21:39.237118
Average
Yes
Daily
Condo
597
1,187,133
49
Female
146,577
Married
0
High School
Employed
45.908429
Rural
Comprehensive
1
2
441
6
2020-07-04 15:21:39.155231
Average
Yes
Daily
Condo
1,481
1,187,134
40
Female
901
Divorced
1
Bachelor's
Unemployed
30.292517
Urban
Premium
1
16
574
1
2022-11-17 15:21:39.123711
Poor
No
Daily
Condo
388
1,187,135
61
Male
108,535
Single
3
High School
Self-Employed
51.05307
Urban
Premium
null
0
703
5
2020-01-02 15:21:39.208842
Average
No
Weekly
Apartment
28
1,187,136
32
Male
41,075
Single
4
PhD
null
12.908885
Urban
Comprehensive
0
16
790
4
2023-08-20 15:21:39.082499
Average
Yes
Rarely
Condo
1,561
1,187,137
37
Male
2,598
Married
4
High School
null
34.598738
Urban
Basic
3
10
627
7
2022-10-13 15:21:39.155231
Average
Yes
Rarely
House
2,771
1,187,138
58
Female
10,015
Married
null
Master's
null
16.602845
Suburban
Premium
0
2
801
5
2023-01-16 15:21:39.154008
Good
No
Daily
Apartment
1,482
1,187,139
45
Female
53,956
Divorced
3
High School
Self-Employed
25.97739
Urban
Basic
null
6
834
2
2024-05-29 15:21:39.257696
Good
Yes
Daily
House
141
1,187,140
48
Female
44,545
Single
0
Bachelor's
null
19.976762
Urban
Basic
null
1
544
1
2022-09-29 15:21:39.150730
Poor
No
Monthly
Condo
105
1,187,141
26
Male
4,614
Divorced
2
PhD
Employed
12.790562
Urban
Comprehensive
0
8
440
9
2021-06-20 15:21:39.095696
Good
No
Weekly
Condo
526
1,187,142
45
Male
16,245
Divorced
2
PhD
Employed
null
Urban
Basic
0
15
null
2
2022-01-03 15:21:39.205850
Average
Yes
Weekly
Apartment
804
1,187,143
39
Female
114,779
Married
0
Bachelor's
null
12.272313
Urban
Premium
1
6
650
6
2019-12-24 15:21:39.228521
Poor
Yes
Monthly
Condo
279
1,187,144
44
Male
17,690
Single
3
High School
Unemployed
35.720139
Urban
Basic
0
11
null
7
2019-11-13 15:21:39.266452
Average
Yes
Monthly
House
2,287
1,187,145
54
Male
25,531
Divorced
2
High School
Employed
18.153627
Rural
Premium
0
3
391
9
2019-12-17 15:21:39.206847
Average
Yes
Daily
Condo
2,455
1,187,146
32
Female
15,258
Divorced
2
High School
Employed
27.835271
Rural
Premium
1
15
null
1
2020-10-04 15:21:39.134960
Poor
Yes
Weekly
House
795
1,187,147
55
Male
4,614
Single
0
PhD
null
18.711354
Urban
Basic
2
4
752
5
2022-01-18 15:21:39.281787
Average
No
Weekly
House
1,378
1,187,148
55
Male
63,414
Single
4
Bachelor's
Unemployed
9.44706
Rural
Comprehensive
2
17
630
1
2021-11-07 15:21:39.086123
Poor
No
Daily
House
30
1,187,149
46
Female
72,782
Married
0
Bachelor's
Unemployed
19.102654
Rural
Basic
1
6
506
2
2024-07-11 15:21:39.248098
Average
Yes
Weekly
Apartment
2,790
1,187,150
32
Male
74,469
Divorced
1
Master's
Unemployed
26.937246
Rural
Comprehensive
0
16
673
4
2021-07-21 15:21:39.146733
Good
Yes
Monthly
House
130
1,187,151
41
Male
1,696
Single
3
Master's
Self-Employed
null
Rural
Premium
1
14
643
6
2020-08-08 15:21:39.225916
Average
Yes
Rarely
Apartment
1,588
1,187,152
37
Male
91,083
Married
4
High School
Employed
17.636355
Urban
Comprehensive
2
7
637
4
2020-09-09 15:21:39.182597
Average
Yes
Weekly
Condo
4,171
1,187,153
23
Female
1,877
Single
1
Master's
Self-Employed
38.551049
Urban
Premium
0
14
652
6
2021-06-06 15:21:39.102694
Average
No
Weekly
Condo
25
1,187,154
29
Female
90,599
Married
3
High School
Unemployed
34.838504
Suburban
Comprehensive
null
14
433
5
2024-07-16 15:21:39.274993
Average
No
Weekly
Apartment
111
1,187,155
20
Female
1,405
Single
3
Master's
Self-Employed
28.847138
Rural
Premium
null
13
710
6
2023-01-14 15:21:39.176717
Average
Yes
Daily
House
20
1,187,156
54
Female
7,530
Single
4
Master's
null
10.354526
Urban
Premium
0
10
727
2
2021-10-12 15:21:39.179186
Poor
No
Rarely
House
2,478
1,187,157
20
Male
6,871
Divorced
0
High School
Unemployed
23.331588
Rural
Basic
1
0
312
6
2019-08-27 15:21:39.116179
Average
Yes
Daily
Apartment
1,805
1,187,158
61
Male
90,977
Divorced
3
PhD
Self-Employed
8.793467
Suburban
Basic
2
18
732
8
2021-10-31 15:21:39.186212
Good
No
Monthly
Condo
49
1,187,159
36
Male
918
Single
1
Master's
Self-Employed
25.912584
Urban
Premium
null
16
438
4
2022-10-18 15:21:39.189223
Good
No
Rarely
Condo
431
1,187,160
58
Female
17,287
Single
0
Bachelor's
Self-Employed
20.738963
Urban
Comprehensive
0
16
581
4
2024-03-28 15:21:39.192212
Good
Yes
Weekly
House
585
1,187,161
41
Female
17,900
Married
null
Bachelor's
Employed
37.534756
Suburban
Premium
1
15
822
9
2021-07-26 15:21:39.093681
Good
No
Weekly
Apartment
1,541
1,187,162
47
Female
1,378
Single
1
PhD
Employed
null
Urban
Comprehensive
2
17
704
5
2020-08-03 15:21:39.251142
Good
No
Rarely
House
888
1,187,163
28
Male
18,113
Divorced
0
High School
Unemployed
43.848339
Rural
Comprehensive
0
9
761
9
2022-08-02 15:21:39.237118
Average
Yes
Daily
Condo
517
1,187,164
45
Female
16,787
Married
2
PhD
Unemployed
20.0773
Suburban
Comprehensive
1
12
600
3
2022-06-20 15:21:39.134960
Good
No
Monthly
Condo
1,006
1,187,165
32
Female
30,981
Married
4
PhD
Unemployed
38.049444
Suburban
Basic
1
13
774
5
2023-02-27 15:21:39.181605
Poor
Yes
Monthly
Condo
769
1,187,166
50
Female
null
Divorced
1
Master's
Self-Employed
19.580172
Suburban
Comprehensive
2
16
471
5
2023-06-20 15:21:39.091080
Poor
No
Daily
Apartment
270
1,187,167
33
Female
17,107
Divorced
0
High School
null
37.090198
Rural
Comprehensive
0
2
518
5
2024-03-07 15:21:39.134960
Poor
No
Daily
House
586
1,187,168
26
Male
17,347
Married
0
Master's
Self-Employed
null
Suburban
Basic
1
6
595
2
2023-01-03 15:21:39.282785
Good
Yes
Daily
House
1,179
1,187,169
64
Female
50,266
Single
2
Master's
Employed
18.2567
Rural
Basic
3
11
563
9
2023-09-13 15:21:39.198406
Average
No
Monthly
Apartment
2,790
1,187,170
28
Male
39,042
Married
1
PhD
Self-Employed
13.939117
Urban
Premium
null
14
null
3
2020-06-15 15:21:39.111551
Poor
No
Daily
Apartment
28
1,187,171
52
Female
27,950
Married
1
High School
Self-Employed
null
Suburban
Comprehensive
1
10
835
2
2019-09-16 15:21:39.254678
Poor
Yes
Weekly
Condo
563
1,187,172
58
Male
887
Single
0
Master's
Self-Employed
12.641922
Rural
Premium
1
0
376
3
2020-06-25 15:21:39.265513
Poor
No
Weekly
Condo
956
1,187,173
21
Male
54,421
Divorced
3
PhD
Self-Employed
13.140134
Rural
Comprehensive
0
6
452
5
2020-11-05 15:21:39.253660
Average
Yes
Monthly
Apartment
2,852
1,187,174
22
Male
7,082
Married
2
PhD
Self-Employed
21.845509
Suburban
Premium
null
9
751
8
2023-07-16 15:21:39.134960
Good
No
Daily
House
861
1,187,175
64
Female
12,698
Single
0
High School
Unemployed
21.966194
Suburban
Premium
null
0
580
6
2021-07-10 15:21:39.187211
Average
Yes
Monthly
House
347
1,187,176
44
Male
24,595
Divorced
3
PhD
Self-Employed
12.957724
Urban
Basic
null
2
776
1
2021-01-09 15:21:39.122134
Poor
Yes
Monthly
Condo
1,425
1,187,177
21
Male
15,417
Single
4
PhD
Self-Employed
36.883714
Urban
Basic
0
15
658
8
2022-11-22 15:21:39.131192
Good
Yes
Weekly
House
1,490
1,187,178
24
Female
59,074
Divorced
4
High School
Self-Employed
29.123967
Suburban
Comprehensive
2
0
632
8
2022-11-22 15:21:39.273973
Poor
No
Monthly
Apartment
362
1,187,179
28
Male
27,155
Single
0
Bachelor's
Employed
26.252928
Rural
Comprehensive
0
0
534
8
2020-11-27 15:21:39.132191
Poor
Yes
Rarely
Apartment
597
1,187,180
38
Female
18,077
Married
4
High School
Employed
35.683681
Urban
Basic
1
6
644
8
2024-01-25 15:21:39.235012
Good
Yes
Daily
Apartment
729
1,187,181
57
Male
634
Married
2
Master's
null
13.48671
Urban
Comprehensive
null
6
null
1
2021-04-17 15:21:39.134960
Good
Yes
Daily
House
2,553
1,187,182
43
Female
18,368
Single
1
PhD
Employed
40.781095
Rural
Comprehensive
null
11
645
1
2019-09-25 15:21:39.206847
Poor
Yes
Daily
Condo
1,441
1,187,183
36
Female
null
Single
2
Master's
Unemployed
38.857488
Suburban
Basic
0
1
567
2
2020-03-23 15:21:39.096739
Average
Yes
Rarely
Apartment
381
1,187,184
30
Male
49,085
Divorced
4
PhD
Self-Employed
29.712323
Urban
Premium
0
13
461
5
2024-07-20 15:21:39.134960
Average
No
Daily
Condo
50
1,187,185
56
Male
9,580
Married
3
Bachelor's
Unemployed
19.10513
Urban
Basic
1
18
583
4
2024-05-16 15:21:39.219432
Good
No
Weekly
House
25
1,187,186
49
Female
14,836
Single
1
Master's
null
9.16357
Suburban
Basic
0
0
778
9
2022-04-25 15:21:39.267454
Poor
No
Weekly
Condo
274
1,187,187
47
Female
43,781
Single
1
PhD
null
36.169568
Urban
Premium
null
8
773
8
2020-02-13 15:21:39.177724
Good
Yes
Rarely
House
938
1,187,188
63
Male
74,344
Married
1
PhD
Employed
8.979888
Suburban
Comprehensive
0
7
778
7
2021-07-15 15:21:39.155231
Poor
Yes
Monthly
House
283
1,187,189
18
Female
null
null
2
High School
null
35.473514
Urban
Premium
null
7
488
5
2020-01-25 15:21:39.172097
Average
Yes
Weekly
Condo
2,814
1,187,190
24
Male
17,616
Divorced
0
Bachelor's
Self-Employed
43.39559
Rural
Premium
1
14
672
1
2022-11-17 15:21:39.237118
Average
Yes
Monthly
House
914
1,187,191
30
Male
53,415
Single
3
Bachelor's
null
null
Urban
Premium
null
15
474
3
2021-09-01 15:21:39.155231
null
Yes
Daily
House
939
1,187,192
26
Male
null
Divorced
3
PhD
Unemployed
17.250119
Rural
Premium
0
9
398
7
2021-05-22 15:21:39.283783
Average
No
Weekly
Condo
29
1,187,193
45
Male
11,267
Single
3
Bachelor's
Self-Employed
24.620512
Urban
Premium
null
2
653
1
2023-02-16 15:21:39.182597
Poor
Yes
Rarely
House
554
1,187,194
38
Female
1,347
Married
0
Bachelor's
null
24.456974
Suburban
Comprehensive
3
2
757
3
2019-12-09 15:21:39.285112
Poor
No
Weekly
Apartment
1,806
1,187,195
51
Female
65,840
Single
0
Bachelor's
null
23.682826
Suburban
Premium
1
0
745
9
2023-12-06 15:21:39.276388
Average
Yes
Monthly
Apartment
145
1,187,196
55
Male
33,427
Single
3
Master's
Unemployed
29.181523
Suburban
Premium
0
11
759
6
2021-09-30 15:21:39.093681
Good
Yes
Daily
House
1,798
1,187,197
49
Male
3,817
Married
1
PhD
Unemployed
34.85216
Rural
Comprehensive
0
18
674
3
2019-08-19 15:21:39.186212
Good
Yes
Rarely
Condo
848
1,187,198
26
Male
36,006
Divorced
2
Bachelor's
null
11.947349
Rural
Basic
1
7
612
7
2023-07-06 15:21:39.264504
Good
No
Monthly
House
532
1,187,199
30
Female
87,729
Married
2
High School
Self-Employed
29.823683
Rural
Comprehensive
0
18
786
1
2021-01-21 15:21:39.218388
Average
Yes
Rarely
House
341