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
55,100
33
Male
46,902
Married
1
Bachelor's
Unemployed
17.407511
Urban
Premium
0
19
431
5
2021-12-30 15:21:39.182597
Good
Yes
Monthly
Condo
1,673
55,101
55
Male
20,882
Married
3
Master's
null
18.146025
Rural
Premium
0
4
467
4
2019-09-01 15:21:39.274993
Average
No
Rarely
Apartment
312
55,102
47
Female
122,635
Single
3
PhD
Employed
39.892293
Suburban
Premium
0
0
367
3
2021-04-17 15:21:39.256696
Good
No
Rarely
Condo
566
55,103
20
Female
73,493
Divorced
null
Bachelor's
Self-Employed
26.769432
Rural
Basic
1
12
432
5
2020-09-30 15:21:39.172097
Good
No
Monthly
Condo
1,252
55,104
59
Male
145,912
Divorced
1
PhD
null
17.232998
Urban
Premium
null
0
372
7
2021-12-21 15:21:39.080184
Average
No
Weekly
House
2,811
55,105
61
Male
23,456
Single
0
Bachelor's
Employed
23.234515
Urban
Comprehensive
null
6
790
7
2024-02-09 15:21:39.134960
Average
Yes
Weekly
Condo
1,057
55,106
31
Male
16,882
Married
1
High School
Unemployed
26.937321
Suburban
Basic
null
18
611
6
2023-06-09 15:21:39.279729
Average
No
Daily
House
729
55,107
22
Female
44,659
Single
3
Bachelor's
Unemployed
14.749349
Rural
Comprehensive
2
2
434
8
2023-08-12 15:21:39.149731
Good
Yes
Rarely
Condo
1,055
55,108
58
Female
67,557
Single
1
Master's
Self-Employed
11.651496
Urban
Premium
2
4
541
5
2019-12-12 15:21:39.080440
Average
Yes
Monthly
Condo
153
55,109
36
Male
32,004
null
2
PhD
Employed
18.739336
Suburban
Premium
null
16
507
3
2022-09-01 15:21:39.253660
Good
No
Weekly
House
176
55,110
20
Female
21,024
Divorced
null
Bachelor's
Unemployed
26.088024
Suburban
Comprehensive
2
0
null
2
2024-08-11 15:21:39.185215
Average
No
Weekly
Apartment
1,284
55,111
43
Male
8,098
Single
0
High School
null
8.959205
Suburban
Basic
2
11
699
3
2020-08-14 15:21:39.083497
Poor
No
Monthly
Condo
1,614
55,112
48
Female
16,069
Single
null
High School
Employed
43.637362
Suburban
Basic
0
9
589
3
2021-01-13 15:21:39.266452
Poor
No
Rarely
House
1,092
55,113
29
Male
2,669
Married
3
Bachelor's
Employed
15.590108
Suburban
Premium
null
15
null
6
2021-10-23 15:21:39.169102
Good
No
Rarely
Condo
90
55,114
52
Female
46,112
Divorced
4
Bachelor's
Unemployed
40.453764
Rural
Premium
0
17
587
5
2021-08-08 15:21:39.213373
Good
No
Weekly
Condo
1,311
55,115
49
Female
12,991
Divorced
4
Bachelor's
null
21.918107
Suburban
Premium
1
14
519
8
2021-09-29 15:21:39.261856
Average
No
Rarely
House
526
55,116
39
Female
66
Single
3
Bachelor's
Self-Employed
40.689851
Urban
Basic
1
17
699
2
2020-08-19 15:21:39.185215
Good
Yes
Monthly
Apartment
278
55,117
46
Female
26,396
Married
0
PhD
null
22.281169
Suburban
Comprehensive
0
7
null
1
2023-02-02 15:21:39.121169
Poor
No
Weekly
House
1,383
55,118
40
Female
104,077
Divorced
1
Bachelor's
null
35.848401
Rural
Basic
2
3
382
2
2023-12-07 15:21:39.134960
Good
No
Weekly
Apartment
972
55,119
41
Female
61,715
null
3
Bachelor's
null
14.624658
Urban
Premium
null
10
611
2
2024-03-12 15:21:39.192212
Poor
Yes
Rarely
House
298
55,120
59
Female
2,943
Married
4
High School
Employed
19.397068
Rural
Basic
0
8
null
7
2021-09-22 15:21:39.134960
null
Yes
Weekly
Condo
615
55,121
42
Male
101,092
Divorced
null
Master's
null
34.590099
Suburban
Comprehensive
2
19
832
7
2020-06-16 15:21:39.105504
Poor
Yes
Rarely
Condo
3,166
55,122
24
Female
35,000
Divorced
2
Master's
null
35.869504
Rural
Premium
null
10
null
8
2022-01-04 15:21:39.102694
Average
No
Monthly
Condo
882
55,123
20
Male
657
Married
1
Master's
Employed
18.988122
Rural
Comprehensive
0
18
444
1
2023-09-25 15:21:39.155231
Good
No
Weekly
Condo
269
55,124
53
Male
9,073
Divorced
1
Bachelor's
null
26.756253
Suburban
Basic
1
18
454
8
2022-06-12 15:21:39.134960
Good
Yes
Rarely
Apartment
1,603
55,125
44
Female
15,981
Divorced
3
High School
Unemployed
16.449974
Suburban
Premium
1
8
624
9
2022-11-24 15:21:39.132191
Good
No
Rarely
Condo
44
55,126
34
Female
2,541
Married
4
High School
null
6.686776
Rural
Comprehensive
1
9
370
6
2021-08-12 15:21:39.086123
Poor
Yes
Rarely
Apartment
683
55,127
49
Male
27,588
Divorced
1
High School
Unemployed
8.871153
Urban
Comprehensive
1
2
468
5
2020-06-09 15:21:39.086123
Poor
Yes
Rarely
Condo
355
55,128
62
Female
5,875
Single
3
High School
null
19.973551
Suburban
Premium
1
9
629
6
2023-01-21 15:21:39.271453
Poor
Yes
Weekly
Apartment
1,745
55,129
24
Male
811
Married
2
High School
null
null
Urban
Premium
1
16
725
7
2021-09-05 15:21:39.134960
Good
Yes
Monthly
Apartment
962
55,130
20
Male
15,553
Married
0
Bachelor's
Employed
23.382726
Suburban
Comprehensive
0
12
845
8
2020-10-22 15:21:39.185215
Good
Yes
Monthly
House
2,853
55,131
19
Male
27,782
Divorced
2
Master's
null
28.594417
Urban
Comprehensive
1
4
552
6
2024-01-17 15:21:39.155231
Good
Yes
Rarely
House
488
55,132
45
Male
78,858
Divorced
1
PhD
Unemployed
12.898446
Suburban
Comprehensive
0
5
436
9
2022-05-22 15:21:39.132191
Poor
Yes
Rarely
Condo
679
55,133
55
Female
33,716
Single
3
PhD
Unemployed
29.291151
Rural
Premium
0
5
690
3
2020-10-19 15:21:39.224915
Poor
Yes
Weekly
House
197
55,134
52
Female
67,880
Divorced
3
Master's
null
39.868897
Suburban
Premium
1
8
372
1
2020-10-27 15:21:39.266452
Good
No
Rarely
Condo
139
55,135
47
Male
61,325
Single
2
High School
Employed
36.859363
Rural
Basic
1
1
null
8
2023-02-14 15:21:39.289099
null
Yes
Weekly
Apartment
24
55,136
33
Female
35,311
Single
2
High School
Employed
19.895366
Suburban
Premium
null
9
576
6
2024-01-25 15:21:39.194829
Average
No
Rarely
Condo
2,267
55,137
52
Female
2,104
Divorced
3
Bachelor's
Self-Employed
40.817619
Suburban
Comprehensive
1
10
474
7
2020-08-29 15:21:39.254678
Average
Yes
Daily
House
548
55,138
56
Female
56,850
Married
2
PhD
Unemployed
42.261704
Urban
Premium
1
13
437
9
2021-08-08 15:21:39.237118
Good
No
Weekly
Condo
2,694
55,139
38
Female
5,871
Divorced
4
PhD
Employed
23.823175
Urban
Premium
1
2
846
3
2021-11-28 15:21:39.096739
Good
Yes
Weekly
Condo
825
55,140
47
Female
798
Divorced
1
High School
Unemployed
30.781045
Suburban
Comprehensive
null
5
625
2
2023-01-31 15:21:39.207847
Average
Yes
Weekly
House
2,185
55,141
19
Male
18,061
Married
4
High School
Self-Employed
40.251214
Urban
Premium
null
8
831
5
2024-07-08 15:21:39.194829
Poor
No
Monthly
Condo
925
55,142
21
Male
66,583
Divorced
1
PhD
Self-Employed
51.639384
Suburban
Comprehensive
null
18
null
2
2022-09-21 15:21:39.192212
Average
No
Weekly
House
514
55,143
41
Male
5,892
Married
null
Bachelor's
Unemployed
29.819579
Rural
Comprehensive
null
7
779
9
2024-04-23 15:21:39.155231
Average
Yes
Monthly
Condo
577
55,144
52
Female
35,273
Single
3
High School
Unemployed
22.583727
Suburban
Basic
1
1
707
9
2023-05-07 15:21:39.080184
Poor
No
Daily
Condo
393
55,145
61
Male
36,931
Divorced
2
PhD
Unemployed
4.039102
Urban
Premium
2
5
541
2
2023-12-18 15:21:39.207847
Good
No
Rarely
Condo
1,787
55,146
64
Female
62,840
Single
3
Master's
null
19.572579
Suburban
Comprehensive
2
19
458
1
2019-10-28 15:21:39.155231
Average
Yes
Monthly
House
629
55,147
49
Female
40,775
Divorced
0
High School
Unemployed
17.079774
Rural
Comprehensive
0
15
833
3
2023-05-13 15:21:39.254678
Poor
Yes
Weekly
House
815
55,148
62
Male
63,392
Married
2
Bachelor's
null
19.858889
Rural
Premium
1
1
756
5
2020-06-27 15:21:39.108562
Poor
Yes
Daily
Condo
81
55,149
57
Female
141,688
Single
1
Bachelor's
Employed
13.936659
Rural
Basic
null
17
301
9
2020-11-08 15:21:39.252145
Good
Yes
Monthly
Condo
122
55,150
18
Male
15,123
Single
3
Bachelor's
null
10.882287
Urban
Comprehensive
4
8
628
4
2020-12-11 15:21:39.152732
Poor
Yes
Rarely
Apartment
3,238
55,151
38
Female
28,861
Divorced
4
PhD
Employed
19.553983
Suburban
Basic
0
19
849
4
2021-12-21 15:21:39.172097
Poor
No
Rarely
Apartment
410
55,152
53
Female
39,740
Single
4
High School
Unemployed
12.723607
Suburban
Comprehensive
2
14
617
3
2023-08-20 15:21:39.271453
Average
No
Monthly
Condo
818
55,153
27
Female
255
Single
3
Master's
Unemployed
39.03857
Suburban
Comprehensive
1
15
462
3
2021-09-13 15:21:39.276901
Average
Yes
Monthly
Condo
1,186
55,154
37
Female
24,000
Single
null
Bachelor's
null
44.641782
Rural
Premium
null
18
396
3
2020-01-28 15:21:39.211806
Poor
Yes
Weekly
Apartment
556
55,155
37
Female
43,784
Single
4
High School
Unemployed
33.827678
Suburban
Comprehensive
null
11
567
6
2020-08-11 15:21:39.191219
Average
Yes
Daily
Condo
992
55,156
64
Male
77,261
Divorced
1
Bachelor's
Employed
17.71163
Urban
Premium
0
6
307
5
2019-10-21 15:21:39.130190
Good
Yes
Rarely
Condo
1,791
55,157
40
Male
40,491
Married
1
Bachelor's
Unemployed
20.28008
Suburban
Comprehensive
1
10
653
8
2019-12-13 15:21:39.134960
Good
Yes
Monthly
Condo
830
55,158
38
Male
30,789
Divorced
3
High School
Self-Employed
17.243651
Suburban
Comprehensive
0
14
null
3
2021-06-23 15:21:39.171102
Average
Yes
Daily
Condo
648
55,159
56
Male
7,087
Divorced
3
PhD
Employed
20.935675
Suburban
Comprehensive
0
14
696
2
2020-03-16 15:21:39.148733
Good
Yes
Monthly
Condo
801
55,160
25
Male
34,707
Single
0
Bachelor's
Employed
15.335499
Urban
Basic
1
19
622
5
2022-05-19 15:21:39.155231
Average
No
Rarely
Apartment
686
55,161
57
Male
2,683
Single
3
Bachelor's
Employed
45.786871
Urban
Basic
null
19
609
7
2022-12-25 15:21:39.120168
Good
Yes
Monthly
House
41
55,162
28
Male
27,984
Married
1
Master's
null
17.140047
Urban
Comprehensive
1
18
532
5
2020-08-02 15:21:39.091080
Average
Yes
Rarely
Apartment
602
55,163
31
Male
7,087
Single
2
High School
Self-Employed
3.836795
Rural
Comprehensive
0
6
553
6
2021-02-25 15:21:39.205850
Good
Yes
Weekly
Condo
23
55,164
19
Female
1,605
Married
1
High School
Self-Employed
null
Urban
Premium
null
10
557
2
2021-11-07 15:21:39.147735
Poor
No
Rarely
House
979
55,165
33
Male
26,200
Single
4
PhD
Unemployed
null
Rural
Basic
0
4
757
1
2020-05-08 15:21:39.146733
Average
No
Monthly
Condo
901
55,166
44
Female
14,840
Divorced
3
Bachelor's
Self-Employed
28.003553
Suburban
Basic
null
17
695
9
2022-06-08 15:21:39.155231
Good
No
Daily
House
1,453
55,167
44
Female
23,897
Divorced
null
Bachelor's
null
51.242758
Urban
Basic
null
9
753
8
2023-01-30 15:21:39.134960
Good
Yes
Weekly
Apartment
683
55,168
63
Female
4,988
Single
1
PhD
Unemployed
20.28428
Rural
Comprehensive
null
2
608
8
2023-07-10 15:21:39.155231
Good
Yes
Rarely
Condo
463
55,169
52
Female
35,371
Divorced
1
PhD
null
5.967297
Suburban
Premium
1
1
673
4
2021-06-05 15:21:39.273973
Poor
No
Rarely
Condo
1,876
55,170
59
Female
75,956
Married
4
PhD
Unemployed
45.664914
Urban
Premium
1
15
323
8
2019-12-12 15:21:39.288099
Poor
No
Weekly
Condo
1,724
55,171
35
Female
29,095
Married
0
Master's
Self-Employed
23.337988
Suburban
Comprehensive
0
5
523
3
2022-07-23 15:21:39.237118
Average
No
Weekly
Condo
1,134
55,172
32
Female
106,884
Married
1
PhD
Self-Employed
28.527629
Rural
Basic
null
6
452
9
2019-12-28 15:21:39.281787
Good
Yes
Monthly
Apartment
692
55,173
27
Male
21,530
Married
1
Bachelor's
Self-Employed
33.955316
Rural
Premium
2
10
743
8
2020-12-15 15:21:39.114118
Poor
Yes
Monthly
House
215
55,174
57
Female
13,689
Divorced
null
PhD
null
25.680839
Urban
Basic
2
2
731
7
2024-01-20 15:21:39.173834
Good
No
Rarely
House
208
55,175
58
Female
null
Divorced
0
High School
null
12.753331
Suburban
Premium
1
6
793
6
2020-04-05 15:21:39.134960
Poor
No
Weekly
Apartment
299
55,176
19
Male
26,200
null
4
Bachelor's
Employed
11.293612
Suburban
Comprehensive
null
7
705
6
2023-12-08 15:21:39.155231
Average
No
Monthly
House
683
55,177
19
Male
142,723
Married
3
PhD
null
24.638388
Urban
Premium
0
13
454
5
2019-08-28 15:21:39.290098
Average
Yes
Daily
Condo
1,290
55,178
23
Female
10,963
Single
3
High School
null
25.926784
Suburban
Basic
null
13
405
1
2020-10-10 15:21:39.279729
Average
No
Rarely
Apartment
3,191
55,179
50
Female
72,577
Married
3
Bachelor's
Self-Employed
9.073433
Suburban
Comprehensive
2
18
682
4
2019-11-08 15:21:39.282785
Good
Yes
Daily
Condo
426
55,180
28
Female
13,817
Divorced
4
High School
Employed
5.727722
Suburban
Premium
1
17
443
2
2020-02-15 15:21:39.246098
Average
Yes
Weekly
House
468
55,181
19
Male
39,766
Married
4
High School
Employed
27.482825
Urban
Comprehensive
1
7
null
5
2021-06-01 15:21:39.285112
Average
No
Weekly
Condo
28
55,182
59
Female
18,051
Married
null
High School
Employed
10.099443
Rural
Comprehensive
null
5
null
5
2022-09-16 15:21:39.134960
Good
Yes
Monthly
Condo
1,221
55,183
26
Male
9,051
Divorced
4
Master's
Unemployed
10.636853
Suburban
Basic
null
10
559
8
2019-12-19 15:21:39.134960
Good
No
Monthly
Condo
1,139
55,184
58
Male
66,634
Married
2
Master's
Employed
23.859316
Urban
Premium
0
10
479
5
2020-08-12 15:21:39.134960
Good
No
Daily
Condo
86
55,185
53
Male
25,265
Divorced
null
PhD
null
29.927701
Rural
Basic
2
16
817
1
2021-08-18 15:21:39.125660
Good
No
Monthly
Apartment
2,340
55,186
50
Male
6,097
Divorced
1
Master's
null
20.222907
Rural
Basic
1
19
772
1
2021-07-08 15:21:39.256696
Good
Yes
Monthly
Condo
917
55,187
31
Female
44,245
Single
2
High School
Self-Employed
32.504709
Urban
Basic
null
7
null
7
2020-12-17 15:21:39.176717
Poor
Yes
Monthly
Apartment
1,028
55,188
20
Male
94,168
Married
0
Master's
Employed
51.035311
Suburban
Premium
1
4
346
9
2023-09-24 15:21:39.187211
Poor
No
Weekly
Apartment
1,329
55,189
26
Female
28,881
Divorced
1
Bachelor's
null
47.055142
Suburban
Basic
null
15
562
8
2020-01-07 15:21:39.167099
Average
Yes
Monthly
Apartment
1,602
55,190
38
Female
714
Single
4
Master's
Employed
null
Suburban
Basic
1
15
847
1
2023-08-25 15:21:39.134960
Good
No
Daily
Condo
23
55,191
64
Male
25,961
Single
1
Bachelor's
Employed
34.484499
Rural
Premium
0
17
603
6
2022-01-28 15:21:39.081504
Good
No
Rarely
Condo
532
55,192
45
Male
9,981
Married
3
High School
Self-Employed
31.766311
Rural
Comprehensive
0
6
null
4
2022-07-05 15:21:39.121169
Poor
No
Monthly
Condo
776
55,193
56
Female
18,127
Single
4
PhD
Self-Employed
24.856648
Rural
Premium
1
6
767
5
2021-04-16 15:21:39.155231
Average
Yes
Rarely
Condo
1,112
55,194
31
Female
49,721
Single
null
High School
null
15.643511
Urban
Comprehensive
null
16
341
6
2020-07-17 15:21:39.226954
Good
No
Rarely
Condo
1,736
55,195
60
Female
46,122
Married
0
Bachelor's
Employed
36.180743
Rural
Premium
null
19
701
2
2023-07-13 15:21:39.152732
Average
Yes
Weekly
House
1,598
55,196
63
Female
63,875
Single
1
High School
null
28.534704
Rural
Comprehensive
null
7
582
6
2020-05-21 15:21:39.254678
Average
No
Daily
Condo
220
55,197
50
Male
12,086
Divorced
2
PhD
null
17.9883
Suburban
Premium
null
13
596
1
2021-04-17 15:21:39.155231
Average
No
Rarely
Condo
2,193
55,198
62
Male
6,091
Single
2
Master's
Employed
25.664653
Urban
Comprehensive
1
8
576
4
2023-01-05 15:21:39.155231
Good
No
Monthly
Apartment
891
55,199
30
Male
3,997
Married
0
PhD
Unemployed
51.35807
Suburban
Premium
0
2
658
4
2022-12-12 15:21:39.155231
Average
Yes
Monthly
House
643