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
47,100
61
Female
5,718
Married
4
High School
null
34.624956
Urban
Premium
1
6
589
8
2022-03-06 15:21:39.155231
Good
Yes
Rarely
Apartment
2,677
47,101
43
Female
6,365
Single
2
Bachelor's
Employed
9.839745
Rural
Premium
null
9
655
4
2024-02-04 15:21:39.276901
Poor
Yes
Weekly
Apartment
4,419
47,102
29
Female
28,280
Married
1
PhD
null
43.067889
Urban
Premium
0
6
476
7
2022-11-27 15:21:39.148733
Poor
Yes
Daily
Apartment
786
47,103
38
Female
119
Single
4
High School
Unemployed
31.295791
Rural
Comprehensive
null
4
521
8
2021-09-23 15:21:39.237118
Poor
No
Monthly
Apartment
1,128
47,104
52
Female
4,055
Married
3
Bachelor's
null
48.009875
Rural
Basic
null
1
653
9
2021-06-05 15:21:39.222387
Good
No
Daily
Condo
2,873
47,105
44
Male
80,578
Single
null
High School
Self-Employed
null
Urban
Basic
1
16
null
1
2021-10-11 15:21:39.267454
Good
No
Rarely
Condo
2,904
47,106
26
Male
107,739
Single
4
Master's
Self-Employed
10.138835
Urban
Comprehensive
1
9
null
6
2019-11-25 15:21:39.264504
Poor
Yes
Weekly
Apartment
122
47,107
33
Male
23,496
Single
4
PhD
null
39.373646
Suburban
Comprehensive
0
3
511
2
2022-12-04 15:21:39.134960
Average
Yes
Weekly
House
1,606
47,108
48
Female
61,183
Married
2
Master's
Employed
35.677989
Suburban
Premium
null
16
null
1
2019-10-18 15:21:39.134960
Average
Yes
Daily
Apartment
2,255
47,109
19
Female
22,004
Divorced
1
Master's
Unemployed
5.97612
Rural
Comprehensive
1
13
null
3
2019-12-14 15:21:39.123711
Good
No
Weekly
Apartment
1,401
47,110
55
Female
1,348
Married
1
PhD
Employed
19.07102
Rural
Basic
2
11
624
8
2020-03-01 15:21:39.237118
Average
Yes
Monthly
House
671
47,111
null
Female
66,578
Married
4
Master's
Self-Employed
7.883663
Suburban
Premium
3
4
701
4
2019-11-04 15:21:39.155231
Good
Yes
Weekly
Apartment
380
47,112
60
Female
19,169
Married
3
Master's
Unemployed
10.539214
Rural
Comprehensive
1
10
627
6
2021-03-21 15:21:39.146733
Average
Yes
Daily
Condo
1,653
47,113
60
Female
18,206
Married
4
Bachelor's
null
27.689501
Rural
Premium
3
11
839
7
2022-08-31 15:21:39.237118
Good
Yes
Weekly
Condo
1,766
47,114
43
Female
2,426
Divorced
4
Bachelor's
Self-Employed
8.716243
Suburban
Premium
3
9
543
3
2020-12-28 15:21:39.237118
Good
Yes
Weekly
Condo
573
47,115
33
Male
43,863
Married
2
Master's
Unemployed
28.908103
Suburban
Basic
0
11
554
8
2020-12-20 15:21:39.098696
Poor
No
Rarely
Apartment
744
47,116
40
Male
27,349
Married
0
High School
Unemployed
27.179994
Suburban
Comprehensive
1
5
823
9
2019-10-29 15:21:39.152732
Good
Yes
Monthly
Apartment
975
47,117
54
Female
71,148
Divorced
1
High School
null
23.516525
Urban
Comprehensive
null
18
369
3
2020-07-19 15:21:39.093681
Poor
No
Daily
Condo
1,027
47,118
61
Female
12,982
Single
0
Master's
Self-Employed
35.827489
Urban
Basic
1
16
731
9
2022-12-27 15:21:39.155231
Poor
Yes
Daily
Condo
1,495
47,119
56
Female
140,908
Single
2
High School
Employed
41.056996
Rural
Comprehensive
2
9
806
7
2021-08-05 15:21:39.155231
Poor
Yes
Rarely
House
311
47,120
40
Male
131,280
Single
0
Bachelor's
null
13.182491
Rural
Premium
2
16
381
2
2019-09-25 15:21:39.206847
Good
Yes
Rarely
Condo
535
47,121
51
Male
43,896
Married
3
PhD
Self-Employed
12.524895
Rural
Comprehensive
null
15
366
2
2022-08-28 15:21:39.255696
Average
Yes
Weekly
House
876
47,122
61
Female
667
Single
1
High School
Employed
null
Rural
Premium
0
2
842
7
2021-11-25 15:21:39.251142
Average
Yes
Daily
House
1,020
47,123
24
Female
817
Married
2
Bachelor's
Self-Employed
null
Urban
Premium
2
5
642
4
2021-10-02 15:21:39.208842
Good
No
Weekly
Condo
1,040
47,124
44
Female
8,966
Single
3
Bachelor's
null
15.569731
Suburban
Comprehensive
2
19
763
9
2020-02-06 15:21:39.168099
Poor
Yes
Weekly
Apartment
513
47,125
25
Male
135,531
Married
0
PhD
Self-Employed
42.564483
Rural
Comprehensive
null
3
449
3
2022-09-17 15:21:39.181605
Poor
Yes
Monthly
Condo
522
47,126
63
Female
5,897
Divorced
0
Master's
Employed
11.772922
Rural
Premium
null
2
783
9
2021-02-03 15:21:39.087123
Average
Yes
Weekly
Apartment
739
47,127
21
Male
34,307
Single
4
Master's
Unemployed
19.07071
Rural
Basic
1
10
635
8
2021-09-04 15:21:39.134960
null
No
Rarely
Apartment
1,069
47,128
59
Male
93,981
Divorced
0
Bachelor's
Unemployed
15.939095
Rural
Comprehensive
0
18
521
4
2024-05-05 15:21:39.288099
Poor
Yes
Rarely
Condo
397
47,129
37
Male
83,075
Divorced
0
Master's
Self-Employed
27.952047
Urban
Comprehensive
0
15
300
6
2022-06-20 15:21:39.237118
Poor
Yes
Daily
Condo
695
47,130
29
Female
null
Single
3
Bachelor's
Unemployed
27.146819
Suburban
Premium
4
9
564
8
2024-02-01 15:21:39.186212
Good
No
Daily
House
38
47,131
22
Female
null
Divorced
0
PhD
Self-Employed
34.299612
Urban
Premium
0
5
null
5
2022-08-09 15:21:39.134960
Poor
Yes
Rarely
House
150
47,132
41
Male
81,469
Married
null
Master's
Self-Employed
25.615724
Urban
Premium
1
3
383
5
2020-02-17 15:21:39.121169
Average
Yes
Weekly
Condo
607
47,133
61
Female
56,593
Divorced
4
High School
Self-Employed
35.739116
Rural
Basic
null
13
407
6
2021-10-20 15:21:39.155231
Poor
No
Weekly
Condo
1,431
47,134
53
Male
1,398
Single
4
Bachelor's
null
10.840878
Urban
Basic
null
8
330
3
2022-06-15 15:21:39.155231
Average
Yes
Monthly
House
516
47,135
37
Female
14,085
Divorced
0
Master's
Self-Employed
9.823011
Rural
Premium
null
9
705
6
2023-09-16 15:21:39.267454
Poor
Yes
Weekly
House
531
47,136
29
Male
null
Single
3
Master's
Unemployed
46.92338
Urban
Basic
null
10
344
4
2021-11-12 15:21:39.268507
null
Yes
Weekly
House
3,998
47,137
52
Male
10,958
Single
null
Bachelor's
null
7.865901
Suburban
Basic
0
16
731
1
2020-03-11 15:21:39.134960
Good
No
Weekly
House
1,150
47,138
21
Male
null
Single
2
PhD
Self-Employed
9.442282
Rural
Basic
null
7
794
1
2021-09-28 15:21:39.088124
null
No
Monthly
Condo
2,161
47,139
32
Male
16,123
Divorced
2
Master's
null
24.977486
Rural
Premium
2
13
null
8
2021-04-03 15:21:39.128286
Average
Yes
Weekly
Condo
1,211
47,140
37
Female
11,908
Married
1
Bachelor's
Unemployed
6.892509
Suburban
Basic
1
14
694
5
2020-01-19 15:21:39.168099
Good
Yes
Weekly
House
727
47,141
20
Male
17,081
Married
0
Master's
Unemployed
8.646625
Rural
Comprehensive
0
19
578
2
2024-06-22 15:21:39.264504
Good
No
Rarely
House
678
47,142
53
Female
null
Single
0
High School
Unemployed
24.928013
Suburban
Premium
null
13
718
1
2023-09-27 15:21:39.134960
Good
Yes
Weekly
House
158
47,143
44
Female
null
Single
0
PhD
Unemployed
23.782967
Rural
Comprehensive
0
6
349
9
2022-07-24 15:21:39.187211
Poor
No
Rarely
Condo
535
47,144
46
Male
3,680
Divorced
4
Bachelor's
Unemployed
30.67143
Rural
Comprehensive
1
1
817
1
2023-05-06 15:21:39.155231
Average
Yes
Weekly
Condo
28
47,145
27
Male
818
Divorced
1
PhD
null
11.84937
Suburban
Comprehensive
0
5
744
9
2023-09-29 15:21:39.254678
Average
No
Rarely
House
40
47,146
44
Male
101,646
Married
4
High School
Employed
10.697922
Rural
Basic
0
8
508
6
2021-03-18 15:21:39.155231
Good
No
Daily
Apartment
239
47,147
33
Male
25,913
Married
1
Master's
Employed
25.678503
Rural
Basic
1
4
553
3
2024-02-21 15:21:39.264504
Poor
No
Monthly
House
254
47,148
41
Female
34,686
Divorced
1
High School
Self-Employed
26.353892
Suburban
Basic
1
18
725
6
2024-03-29 15:21:39.134960
Poor
No
Rarely
Condo
1,068
47,149
59
Male
6,957
Divorced
null
Bachelor's
null
32.524024
Suburban
Comprehensive
2
1
653
6
2022-05-18 15:21:39.122134
Good
No
Rarely
House
566
47,150
50
Male
27,382
Married
0
High School
Unemployed
42.075028
Urban
Basic
null
17
691
8
2022-02-25 15:21:39.097737
Good
No
Monthly
House
2,141
47,151
62
Female
44,626
Married
2
PhD
Self-Employed
9.945292
Suburban
Basic
null
16
509
6
2019-09-05 15:21:39.114118
null
No
Weekly
Apartment
1,625
47,152
20
Female
39,734
Divorced
2
PhD
Self-Employed
21.67017
Suburban
Premium
null
6
709
1
2023-08-03 15:21:39.091080
Average
No
Daily
Apartment
537
47,153
56
Male
8,881
Married
4
Bachelor's
Self-Employed
28.87225
Suburban
Basic
null
18
null
7
2024-07-14 15:21:39.155231
Good
No
Weekly
House
998
47,154
63
Female
3,237
Single
4
Bachelor's
null
14.047895
Rural
Premium
1
5
null
1
2020-06-24 15:21:39.126661
Good
No
Weekly
Condo
34
47,155
31
Female
19,103
Single
4
Bachelor's
null
28.907102
Urban
Comprehensive
0
1
null
6
2021-05-24 15:21:39.258696
Poor
Yes
Rarely
Condo
23
47,156
58
Male
18,230
Married
3
Bachelor's
Self-Employed
18.608878
Rural
Comprehensive
null
3
321
3
2023-04-27 15:21:39.081504
Poor
No
Weekly
Condo
2,564
47,157
23
Male
46,799
Married
4
Bachelor's
null
36.913545
Rural
Basic
0
17
398
7
2019-12-05 15:21:39.209847
Average
No
Weekly
House
490
47,158
29
Female
24,591
Divorced
0
High School
null
20.724135
Rural
Basic
0
2
781
2
2021-09-09 15:21:39.147735
Average
Yes
Monthly
Condo
869
47,159
54
Male
9,373
Married
0
Master's
Self-Employed
35.469815
Urban
Premium
null
16
648
8
2022-07-20 15:21:39.285112
Good
No
Monthly
House
696
47,160
32
Female
15,961
Married
1
Bachelor's
Employed
24.926765
Urban
Premium
0
3
523
4
2022-02-02 15:21:39.155231
Good
No
Rarely
Apartment
973
47,161
27
Male
4,912
Divorced
1
Bachelor's
Unemployed
31.231818
Suburban
Premium
null
5
486
4
2020-10-24 15:21:39.215386
null
No
Daily
House
1,553
47,162
42
Male
36,991
Married
3
PhD
Employed
38.888057
Urban
Comprehensive
0
5
744
5
2023-06-05 15:21:39.102694
Average
No
Monthly
Condo
916
47,163
51
Female
97,554
Single
2
Master's
null
22.12271
Urban
Premium
1
4
382
2
2020-01-31 15:21:39.134960
Average
Yes
Monthly
Apartment
1,431
47,164
64
Female
6,051
Married
2
Bachelor's
null
4.895412
Rural
Premium
1
14
682
1
2023-12-20 15:21:39.098696
Average
Yes
Rarely
Apartment
583
47,165
19
Female
18,069
Married
1
High School
Self-Employed
31.759959
Rural
Premium
1
6
476
1
2020-04-30 15:21:39.134960
Poor
No
Monthly
House
1,067
47,166
39
Male
111,055
Single
4
High School
Employed
null
Suburban
Basic
0
11
734
5
2023-10-10 15:21:39.232526
Average
No
Rarely
House
381
47,167
21
Male
18,652
Divorced
null
Bachelor's
null
21.353092
Rural
Basic
0
1
424
7
2021-07-04 15:21:39.125660
Good
No
Monthly
Condo
495
47,168
19
Female
24,891
Married
4
Master's
null
12.93485
Rural
Basic
1
9
476
5
2023-09-18 15:21:39.254678
Poor
Yes
Monthly
Apartment
903
47,169
61
Male
6,239
Married
4
PhD
Self-Employed
41.504724
Urban
Comprehensive
0
7
775
3
2023-02-25 15:21:39.282785
Average
Yes
Daily
Condo
476
47,170
19
Male
2,876
Divorced
3
High School
Self-Employed
14.441669
Suburban
Basic
1
8
600
1
2021-12-15 15:21:39.167099
Good
Yes
Daily
House
2,096
47,171
24
Female
42,626
Single
3
Master's
Self-Employed
33.572997
Urban
Premium
0
16
438
1
2023-10-12 15:21:39.151732
Average
Yes
Monthly
Condo
931
47,172
56
Female
null
Divorced
1
PhD
null
17.999656
Suburban
Comprehensive
3
0
753
5
2020-09-02 15:21:39.274993
Good
Yes
Monthly
Condo
1,857
47,173
53
Female
38,984
Divorced
null
Master's
null
27.146941
Rural
Premium
0
15
null
7
2022-01-02 15:21:39.283783
Poor
No
Weekly
House
1,470
47,174
37
Female
1,563
Single
0
Bachelor's
Self-Employed
28.827496
Urban
Comprehensive
2
6
466
5
2020-09-26 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,162
47,175
33
Male
21,680
Single
4
Bachelor's
Employed
38.828694
Suburban
Premium
0
4
576
6
2023-03-11 15:21:39.231531
Good
No
Monthly
Condo
930
47,176
53
Male
9,372
Married
null
PhD
Employed
44.093934
Urban
Premium
0
6
802
3
2020-04-30 15:21:39.134960
Good
No
Monthly
Condo
578
47,177
58
Female
13,991
Single
0
Master's
Self-Employed
47.844999
Suburban
Comprehensive
null
15
726
2
2021-12-27 15:21:39.181605
Poor
No
Daily
Condo
1,612
47,178
50
Male
25,554
Married
1
Bachelor's
null
43.947468
Rural
Basic
0
16
583
4
2022-09-25 15:21:39.267454
null
Yes
Rarely
House
423
47,179
60
Female
37,393
Married
3
High School
null
10.273837
Rural
Basic
1
17
696
8
2020-04-28 15:21:39.092127
Good
Yes
Rarely
Apartment
615
47,180
52
Female
51,760
Married
2
PhD
null
29.999613
Suburban
Premium
0
14
369
4
2023-04-16 15:21:39.170099
Average
No
Monthly
Apartment
1,842
47,181
40
Male
51,919
Single
1
PhD
Self-Employed
29.750027
Urban
Comprehensive
null
14
398
1
2023-04-15 15:21:39.229482
Poor
Yes
Daily
House
603
47,182
24
Female
26,553
Single
4
Master's
Self-Employed
24.829365
Suburban
Basic
null
9
null
6
2022-01-27 15:21:39.237118
Poor
Yes
Daily
Condo
1,881
47,183
21
Male
28,393
Divorced
1
PhD
Self-Employed
14.98597
Rural
Comprehensive
0
12
null
7
2021-01-16 15:21:39.216387
null
No
Daily
House
686
47,184
35
Female
3,613
Married
4
Master's
null
14.890766
Suburban
Basic
3
6
500
3
2021-02-26 15:21:39.261856
Good
Yes
Monthly
Apartment
3,913
47,185
26
Male
14,863
Single
3
PhD
Unemployed
28.476517
Rural
Basic
0
3
644
4
2020-03-06 15:21:39.226954
Average
Yes
Monthly
Apartment
719
47,186
25
Male
18,835
Single
1
Bachelor's
Unemployed
18.680108
Urban
Comprehensive
1
13
null
3
2021-11-18 15:21:39.093681
Average
Yes
Weekly
House
407
47,187
32
Female
3,391
Married
null
Bachelor's
Unemployed
40.876154
Suburban
Basic
0
15
653
5
2023-02-28 15:21:39.155231
Good
No
Weekly
Apartment
2,076
47,188
21
Male
23,983
Divorced
3
PhD
Self-Employed
14.857123
Urban
Premium
1
3
571
4
2022-10-20 15:21:39.237118
Good
Yes
Daily
House
1,023
47,189
56
Female
43,904
Divorced
2
High School
Employed
32.692714
Suburban
Comprehensive
1
13
823
1
2019-12-22 15:21:39.254678
Good
Yes
Rarely
Apartment
998
47,190
49
Female
40,863
Married
0
High School
Unemployed
43.818547
Suburban
Basic
1
1
null
7
2023-05-15 15:21:39.237118
Good
Yes
Weekly
Apartment
885
47,191
31
Female
112,604
Single
4
Master's
Self-Employed
21.314028
Rural
Basic
1
6
360
3
2023-08-25 15:21:39.152732
Good
No
Daily
House
2,287
47,192
33
Female
70,598
Single
3
PhD
Unemployed
40.719558
Rural
Comprehensive
1
15
686
5
2022-06-20 15:21:39.087123
Poor
No
Rarely
Condo
233
47,193
41
Female
76,911
Divorced
2
PhD
Unemployed
51.162787
Suburban
Premium
0
1
586
3
2024-04-15 15:21:39.155231
Average
No
Weekly
Condo
479
47,194
25
Male
26,983
Single
4
High School
Unemployed
12.81919
Rural
Premium
0
3
769
9
2022-03-11 15:21:39.146733
Good
No
Weekly
Condo
1,297
47,195
30
Female
23,755
Divorced
0
High School
null
29.823683
Rural
Premium
1
16
786
2
2021-11-18 15:21:39.233485
Good
Yes
Daily
Condo
622
47,196
62
Male
7,131
Divorced
2
High School
Self-Employed
14.845295
Urban
Basic
null
11
807
4
2022-12-31 15:21:39.291118
Average
No
Daily
House
42
47,197
37
Female
33,018
Divorced
4
PhD
null
44.133835
Rural
Basic
0
1
753
3
2024-06-11 15:21:39.105504
null
Yes
Rarely
House
2,069
47,198
60
Female
43,748
Divorced
1
PhD
Employed
18.812055
Rural
Basic
2
1
533
4
2023-03-09 15:21:39.155231
Good
Yes
Weekly
Apartment
1,036
47,199
44
Female
44,297
Single
null
Bachelor's
Employed
22.490005
Suburban
Premium
2
0
796
2
2023-06-22 15:21:39.272456
Poor
Yes
Daily
House
1,579