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
23,100
46
Male
69,676
Married
3
High School
Employed
35.007635
Urban
Basic
0
16
371
4
2023-02-14 15:21:39.169102
Average
Yes
Weekly
House
68
23,101
59
Female
45,338
Married
3
Bachelor's
Self-Employed
33.029433
Urban
Premium
1
13
788
4
2023-02-02 15:21:39.208842
Good
Yes
Weekly
Condo
664
23,102
34
Male
52,346
Divorced
1
PhD
Unemployed
11.858966
Rural
Comprehensive
null
14
556
3
2021-04-26 15:21:39.289099
Poor
No
Monthly
Apartment
123
23,103
63
Male
5,221
Divorced
null
Bachelor's
Employed
25.81475
Urban
Premium
1
2
599
5
2024-06-24 15:21:39.268507
Poor
No
Weekly
Apartment
834
23,104
33
Male
19,330
Divorced
0
PhD
Unemployed
43.824765
Suburban
Premium
0
10
332
1
2021-06-29 15:21:39.088124
Good
No
Daily
House
931
23,105
30
Female
24,000
Married
1
PhD
null
13.011769
Urban
Basic
null
7
527
8
2019-10-29 15:21:39.134960
Poor
Yes
Rarely
House
828
23,106
55
Male
2,045
Married
4
High School
Unemployed
24.926693
Rural
Basic
null
10
null
1
2023-02-05 15:21:39.081504
Poor
Yes
Rarely
House
123
23,107
22
Male
23,791
Married
4
Master's
null
11.816357
Suburban
Basic
null
10
null
3
2021-12-02 15:21:39.079128
null
Yes
Daily
Condo
1,336
23,108
43
Male
90,131
Divorced
2
PhD
Self-Employed
15.898121
Rural
Comprehensive
null
18
315
4
2021-05-07 15:21:39.091080
Poor
Yes
Weekly
Condo
526
23,109
52
Male
13,983
Divorced
4
Bachelor's
Employed
16.828983
Suburban
Comprehensive
null
8
null
9
2023-06-27 15:21:39.192212
Poor
No
Monthly
Apartment
519
23,110
45
Female
110,611
Married
4
Master's
Employed
10.848686
Rural
Basic
null
5
631
4
2022-03-26 15:21:39.097737
Poor
Yes
Daily
Apartment
3,660
23,111
61
Female
50,137
Single
4
Master's
Employed
24.947876
Urban
Comprehensive
1
11
398
1
2020-11-29 15:21:39.253660
Good
Yes
Daily
Apartment
2,141
23,112
23
Male
52,868
Divorced
4
PhD
Unemployed
null
Suburban
Comprehensive
3
11
668
7
2022-08-12 15:21:39.174719
Poor
Yes
Weekly
House
1,694
23,113
60
Male
71,136
Married
null
High School
Employed
43.227734
Suburban
Comprehensive
0
12
408
3
2022-05-26 15:21:39.188220
Good
Yes
Rarely
Condo
772
23,114
27
Female
4,926
Divorced
0
Master's
Employed
11.326465
Suburban
Basic
0
0
null
6
2019-09-04 15:21:39.082499
Good
Yes
Monthly
House
1,668
23,115
42
Female
16,992
Single
3
PhD
null
14.177714
Urban
Comprehensive
1
17
692
8
2022-08-29 15:21:39.168099
Poor
No
Monthly
House
546
23,116
53
Female
6,058
Married
0
Bachelor's
null
13.064406
Urban
Premium
null
14
522
7
2020-03-19 15:21:39.261856
Poor
Yes
Monthly
House
25
23,117
49
Female
10,881
Single
1
Master's
null
10.91316
Rural
Comprehensive
null
7
721
6
2020-03-19 15:21:39.090124
Poor
No
Rarely
Condo
656
23,118
53
Female
34,291
Single
3
High School
Employed
17.12332
Suburban
Comprehensive
0
11
818
8
2022-06-13 15:21:39.237118
Average
Yes
Weekly
Apartment
622
23,119
31
Male
72,488
Single
3
Bachelor's
Self-Employed
40.987778
Urban
Basic
2
4
775
2
2019-12-28 15:21:39.084065
Good
Yes
Monthly
House
25
23,120
48
Female
39,155
Married
0
High School
Unemployed
20.058503
Suburban
Comprehensive
1
1
653
7
2024-01-28 15:21:39.226954
Good
Yes
Weekly
Condo
1,690
23,121
44
Male
116,988
Single
0
PhD
Unemployed
15.719929
Rural
Basic
2
4
766
2
2020-04-12 15:21:39.237118
Average
Yes
Rarely
House
3,628
23,122
44
Male
26,961
Single
4
High School
Unemployed
37.318815
Urban
Basic
null
1
833
3
2023-11-11 15:21:39.205850
Average
Yes
Daily
Condo
1,756
23,123
59
Male
2,892
Divorced
2
Bachelor's
null
47.585802
Rural
Comprehensive
0
19
543
9
2022-08-14 15:21:39.134960
Poor
Yes
Daily
House
3,363
23,124
35
Female
23,570
Single
3
Master's
Employed
8.879673
Rural
Comprehensive
1
9
692
6
2020-08-04 15:21:39.237118
Average
Yes
Weekly
Condo
451
23,125
27
Male
16,042
Single
2
Master's
Employed
33.869354
Urban
Comprehensive
1
0
402
8
2021-07-25 15:21:39.229482
Good
No
Monthly
Condo
1,619
23,126
44
Female
37,354
Single
2
Master's
null
27.723292
Urban
Comprehensive
0
10
531
5
2022-08-02 15:21:39.184157
null
Yes
Weekly
House
533
23,127
54
Male
17,091
Single
1
Bachelor's
Employed
36.092334
Rural
Premium
1
3
672
7
2020-09-27 15:21:39.185215
Poor
Yes
Monthly
Apartment
596
23,128
44
Male
7,991
Married
2
High School
Unemployed
35.437825
Rural
Comprehensive
1
10
814
4
2021-04-04 15:21:39.098696
Poor
No
Rarely
Condo
1,610
23,129
19
Female
18,051
Divorced
0
High School
Employed
14.96684
Urban
Basic
null
13
602
9
2023-03-01 15:21:39.078837
Good
Yes
Monthly
Condo
1,046
23,130
18
Female
6,928
Single
2
PhD
null
15.812178
Suburban
Premium
2
10
819
7
2020-06-01 15:21:39.192212
Poor
No
Rarely
Condo
2,087
23,131
51
Female
null
Married
3
Bachelor's
null
43.817764
Urban
Basic
2
0
776
8
2020-05-24 15:21:39.134960
Poor
Yes
Weekly
House
148
23,132
52
Female
1,809
Married
4
Master's
Self-Employed
null
Urban
Comprehensive
1
7
795
7
2023-01-29 15:21:39.276901
Good
No
Monthly
House
2,035
23,133
null
Male
23,456
Married
3
PhD
Unemployed
18.951395
Rural
Comprehensive
null
10
554
9
2021-01-13 15:21:39.146733
Good
Yes
Rarely
Condo
1,179
23,134
55
Female
48,938
Single
4
Master's
Unemployed
14.050076
Suburban
Basic
1
13
410
8
2021-11-07 15:21:39.102694
Poor
Yes
Daily
Condo
1,838
23,135
20
Female
5,913
Divorced
4
PhD
Self-Employed
19.917391
Urban
Comprehensive
1
19
761
1
2023-11-14 15:21:39.090124
Average
No
Weekly
Apartment
837
23,136
50
Female
12,166
Divorced
1
Bachelor's
Self-Employed
9.908271
Suburban
Basic
1
15
776
9
2021-11-26 15:21:39.155231
Good
No
Weekly
Apartment
4,050
23,137
47
Male
9,078
Married
4
High School
Unemployed
28.93629
Suburban
Comprehensive
1
17
682
1
2023-03-16 15:21:39.281787
Poor
Yes
Monthly
House
1,148
23,138
50
Female
2,789
Single
2
Bachelor's
null
21.813542
Rural
Premium
null
1
478
2
2022-05-07 15:21:39.092127
Poor
No
Daily
House
996
23,139
59
Female
29,444
Single
1
PhD
null
19.188548
Suburban
Comprehensive
1
13
758
3
2020-04-16 15:21:39.167099
Poor
No
Weekly
Apartment
1,904
23,140
48
Male
15,158
Married
2
Master's
Employed
27.670825
Suburban
Premium
1
0
460
8
2024-03-19 15:21:39.281787
Average
No
Monthly
Apartment
4,172
23,141
42
Female
126,681
Divorced
0
Bachelor's
null
29.934273
Rural
Comprehensive
2
0
454
8
2021-12-12 15:21:39.290098
Poor
Yes
Daily
House
1,602
23,142
38
Male
134,977
Married
3
Master's
Employed
27.874016
Urban
Basic
0
10
563
1
2023-03-12 15:21:39.246098
Average
Yes
Daily
Condo
402
23,143
27
Male
null
Married
4
High School
null
30.769254
Urban
Comprehensive
null
19
737
1
2022-10-26 15:21:39.134960
Average
Yes
Rarely
Condo
279
23,144
null
Male
23,757
Married
0
High School
null
23.034979
Urban
Premium
0
1
490
5
2021-02-20 15:21:39.134960
Good
No
Weekly
House
1,034
23,145
51
Female
54,820
Married
null
Bachelor's
Self-Employed
29.291267
Suburban
Comprehensive
1
17
397
1
2022-10-02 15:21:39.204790
Good
Yes
Daily
Apartment
541
23,146
47
Male
75,894
Divorced
0
PhD
Employed
19.957195
Suburban
Comprehensive
1
16
801
3
2020-05-14 15:21:39.185215
Average
Yes
Monthly
Condo
174
23,147
36
Female
27,478
Married
3
High School
null
32.814597
Urban
Basic
1
5
482
8
2023-01-10 15:21:39.093681
Poor
Yes
Rarely
Condo
240
23,148
57
Female
6,078
Divorced
1
PhD
Unemployed
24.272785
Rural
Basic
null
13
711
2
2022-03-05 15:21:39.166062
Good
Yes
Monthly
Condo
744
23,149
51
Female
30,743
Single
1
Bachelor's
Unemployed
7.10644
Urban
Basic
1
12
445
2
2020-03-08 15:21:39.134960
Poor
No
Weekly
Apartment
1,585
23,150
37
Female
5,935
Married
1
Master's
Unemployed
23.554906
Urban
Basic
null
0
482
1
2022-06-03 15:21:39.218388
Poor
No
Rarely
House
1,647
23,151
45
Female
35,264
Divorced
null
Master's
null
25.659512
Rural
Comprehensive
0
2
null
5
2020-01-21 15:21:39.217387
Average
No
Daily
Apartment
766
23,152
34
Male
null
Single
1
Bachelor's
Unemployed
29.814827
Suburban
Basic
1
11
328
1
2022-09-19 15:21:39.209847
Poor
No
Rarely
House
874
23,153
45
Female
7,073
Single
2
Master's
Self-Employed
21.91811
Rural
Comprehensive
null
17
544
8
2023-07-21 15:21:39.177724
Good
No
Rarely
House
1,766
23,154
60
Female
17,680
Divorced
0
PhD
null
20.637844
Suburban
Premium
0
13
639
7
2023-04-30 15:21:39.252145
null
Yes
Weekly
Condo
258
23,155
58
Male
35,682
Divorced
0
Master's
Unemployed
12.056467
Urban
Premium
null
1
579
8
2022-10-27 15:21:39.143708
Average
No
Weekly
Condo
1,580
23,156
39
Male
54,489
Married
2
High School
Employed
13.55145
Suburban
Basic
0
2
361
5
2021-01-11 15:21:39.209847
Average
No
Rarely
Apartment
746
23,157
40
Female
142,955
Divorced
3
Bachelor's
Employed
40.957329
Urban
Premium
0
10
402
9
2021-12-27 15:21:39.092127
Good
Yes
Weekly
Apartment
956
23,158
41
Male
51,760
Single
0
PhD
null
18.8693
Rural
Basic
0
17
810
8
2021-03-05 15:21:39.171102
null
Yes
Monthly
House
2,075
23,159
58
Female
14,786
Married
0
High School
null
7.729966
Suburban
Premium
1
9
null
6
2023-07-06 15:21:39.108562
null
Yes
Weekly
House
224
23,160
31
Male
27,580
Married
0
Master's
Unemployed
21.9645
Urban
Premium
0
4
null
6
2023-01-27 15:21:39.205850
Average
No
Monthly
House
378
23,161
28
Male
2,639
Divorced
2
PhD
Employed
12.796974
Urban
Premium
null
16
445
6
2023-09-05 15:21:39.155231
Good
No
Daily
Condo
1,740
23,162
56
Female
141,633
Divorced
1
High School
null
27.240821
Rural
Comprehensive
null
1
393
9
2024-02-22 15:21:39.274993
Good
No
Weekly
House
1,079
23,163
null
Female
36,593
Divorced
3
High School
Unemployed
25.428413
Rural
Comprehensive
2
5
344
3
2022-01-31 15:21:39.218388
Poor
No
Daily
Condo
1,673
23,164
25
Female
57,910
Single
4
Bachelor's
Employed
24.097892
Suburban
Basic
1
19
353
5
2020-03-19 15:21:39.247098
Average
No
Daily
Condo
48
23,165
35
Male
17,227
Single
1
Bachelor's
Employed
null
Rural
Premium
0
6
718
1
2023-04-22 15:21:39.194829
Average
Yes
Weekly
Apartment
929
23,166
50
Female
40,488
Married
4
High School
Employed
9.678712
Suburban
Premium
1
7
470
8
2024-02-18 15:21:39.279729
Average
No
Daily
Apartment
1,245
23,167
52
Male
44,612
Divorced
0
Bachelor's
Unemployed
17.465733
Rural
Basic
1
5
507
8
2023-05-15 15:21:39.087123
Good
No
Monthly
Condo
1,746
23,168
45
Male
11,810
Single
3
PhD
Unemployed
18.096088
Suburban
Comprehensive
null
7
779
2
2023-12-23 15:21:39.134960
Poor
Yes
Daily
Condo
825
23,169
62
Male
6,791
Single
0
Master's
Unemployed
30.088863
Urban
Basic
null
0
null
6
2021-05-23 15:21:39.171102
Average
Yes
Daily
House
722
23,170
20
Male
5,907
Divorced
4
Bachelor's
null
32.896765
Rural
Premium
null
15
627
1
2022-07-22 15:21:39.143708
Good
No
Monthly
Condo
807
23,171
63
Female
30,366
Divorced
1
Master's
Self-Employed
24.122376
Urban
Premium
null
8
729
8
2021-04-27 15:21:39.276901
Poor
Yes
Monthly
Condo
59
23,172
55
Female
24,229
Married
null
Master's
Unemployed
6.824143
Urban
Comprehensive
null
15
816
7
2021-10-28 15:21:39.224915
Average
Yes
Daily
House
1,466
23,173
24
Female
149,489
Single
1
Master's
Unemployed
39.146594
Rural
Comprehensive
2
14
487
3
2023-04-09 15:21:39.186212
Good
Yes
Weekly
Apartment
2,105
23,174
62
Male
3,254
Single
3
High School
null
40.938006
Rural
Comprehensive
2
2
null
3
2022-10-30 15:21:39.171102
Good
No
Daily
Condo
3,489
23,175
46
Male
18,085
Single
2
Bachelor's
Employed
15.945554
Urban
Premium
null
0
607
9
2020-01-04 15:21:39.155231
Average
No
Weekly
Apartment
556
23,176
29
Male
18,194
Married
3
PhD
Employed
22.052758
Suburban
Basic
1
17
725
8
2020-08-23 15:21:39.233485
Good
No
Weekly
Apartment
1,725
23,177
40
Female
2,956
Single
0
Bachelor's
Unemployed
14.59074
Suburban
Comprehensive
2
6
813
7
2022-06-30 15:21:39.289099
Poor
No
Weekly
Apartment
3,670
23,178
50
Female
93,730
Divorced
0
Bachelor's
null
49.306508
Suburban
Premium
null
19
607
4
2019-08-31 15:21:39.115178
Average
Yes
Monthly
House
25
23,179
41
Male
null
Single
3
PhD
Self-Employed
19.502075
Urban
Comprehensive
0
18
null
3
2023-01-03 15:21:39.237118
Average
No
Weekly
Condo
77
23,180
51
Female
28,894
Divorced
4
Master's
Unemployed
23.988932
Suburban
Premium
null
19
662
8
2022-08-15 15:21:39.155231
Poor
No
Rarely
House
661
23,181
34
Male
53,014
Married
0
PhD
Unemployed
32.865415
Suburban
Premium
null
6
346
4
2020-07-21 15:21:39.193945
Good
Yes
Weekly
Condo
1,082
23,182
42
Female
47,864
Divorced
null
High School
Employed
52.69703
Urban
Basic
2
11
596
9
2023-11-14 15:21:39.254678
Average
Yes
Rarely
Condo
955
23,183
20
Male
35,329
Single
null
Bachelor's
Self-Employed
32.894334
Suburban
Comprehensive
2
1
667
3
2024-01-08 15:21:39.096739
Poor
No
Rarely
Apartment
659
23,184
44
Female
17,111
Single
0
PhD
null
15.867244
Rural
Basic
null
1
621
6
2024-06-17 15:21:39.256696
Average
No
Monthly
Apartment
852
23,185
63
Male
106,902
Divorced
3
Master's
Self-Employed
14.007741
Urban
Basic
null
0
453
2
2024-02-23 15:21:39.131192
Poor
No
Daily
House
23
23,186
41
Female
12,056
Single
null
High School
Self-Employed
30.255599
Urban
Comprehensive
0
5
471
5
2022-04-15 15:21:39.221386
Good
No
Daily
Condo
456
23,187
25
Female
43,789
Single
4
Master's
null
27.237625
Urban
Premium
1
0
null
6
2022-08-22 15:21:39.155231
Poor
No
Daily
Apartment
1,025
23,188
36
Male
8,051
Single
4
Master's
null
8.942527
Suburban
Comprehensive
null
19
787
5
2021-10-04 15:21:39.090124
Average
No
Daily
Condo
668
23,189
21
Female
6,916
Divorced
0
PhD
Employed
29.763475
Suburban
Basic
0
3
422
3
2022-02-10 15:21:39.078837
Poor
Yes
Rarely
House
827
23,190
34
Male
12,981
Single
4
Bachelor's
null
null
Urban
Basic
2
17
713
1
2022-05-28 15:21:39.090124
Poor
No
Weekly
Condo
478
23,191
18
Male
59,610
Married
4
Bachelor's
Unemployed
31.933554
Suburban
Comprehensive
null
18
379
2
2023-02-14 15:21:39.169102
Good
Yes
Rarely
House
250
23,192
48
Male
4,328
Divorced
2
High School
Self-Employed
40.744301
Suburban
Comprehensive
3
0
622
6
2021-07-24 15:21:39.134960
Average
Yes
Weekly
Apartment
907
23,193
54
Male
38,729
Single
2
PhD
Self-Employed
36.310738
Rural
Premium
null
10
355
4
2023-03-11 15:21:39.091080
Good
Yes
Daily
Apartment
860
23,194
40
Male
45,946
Divorced
2
High School
Unemployed
17.185735
Urban
Basic
null
14
692
1
2022-03-26 15:21:39.264504
Poor
No
Monthly
Apartment
809
23,195
39
Female
1,304
Single
0
High School
Self-Employed
42.244929
Rural
Basic
null
1
417
5
2023-06-04 15:21:39.133866
Good
No
Monthly
Apartment
1,390
23,196
63
Male
17,607
Single
0
Bachelor's
Unemployed
23.165418
Urban
Comprehensive
2
13
748
8
2024-03-04 15:21:39.193945
Average
Yes
Daily
Condo
1,126
23,197
31
Female
122,861
Single
null
Master's
Unemployed
41.583809
Rural
Basic
1
15
null
2
2022-01-05 15:21:39.226954
null
Yes
Daily
Apartment
167
23,198
30
Male
46,115
Single
3
PhD
Unemployed
19.170937
Rural
Premium
null
16
698
6
2021-03-16 15:21:39.097737
Average
Yes
Weekly
Apartment
872
23,199
35
Male
85,729
Divorced
2
High School
Unemployed
16.471943
Rural
Comprehensive
1
10
647
6
2023-05-31 15:21:39.082499
Average
No
Rarely
House
382