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
1,175,100
29
Male
22,104
Married
4
High School
Unemployed
47.175576
Suburban
Basic
null
14
451
2
2021-07-10 15:21:39.219432
Good
No
Rarely
Apartment
1,182
1,175,101
35
Female
110,921
Divorced
1
Master's
Unemployed
19.933668
Suburban
Premium
1
16
493
5
2023-01-20 15:21:39.237118
Poor
No
Rarely
Condo
38
1,175,102
48
Male
94,725
Divorced
0
Master's
Employed
9.934897
Urban
Comprehensive
null
16
352
3
2023-05-25 15:21:39.155231
Poor
Yes
Daily
Apartment
1,249
1,175,103
36
Male
17,109
Married
2
Master's
null
32.513847
Suburban
Premium
1
0
699
6
2020-05-22 15:21:39.274993
Average
Yes
Daily
House
130
1,175,104
34
Male
947
Divorced
0
Master's
null
22.271095
Suburban
Basic
null
15
null
2
2019-10-01 15:21:39.204790
Poor
Yes
Monthly
Condo
394
1,175,105
42
Female
6,892
Single
4
Master's
null
27.858555
Suburban
Basic
0
13
518
4
2023-07-31 15:21:39.089116
Average
No
Weekly
Apartment
685
1,175,106
23
Female
26,953
Divorced
1
Bachelor's
Self-Employed
null
Rural
Comprehensive
1
3
707
2
2021-03-10 15:21:39.206847
Good
No
Daily
Apartment
463
1,175,107
35
Male
18,284
Single
2
Master's
null
20.534747
Rural
Comprehensive
0
15
487
3
2022-07-22 15:21:39.171102
Good
Yes
Weekly
Apartment
1,279
1,175,108
39
Female
4,918
Divorced
4
Bachelor's
null
21.878221
Rural
Comprehensive
null
1
645
3
2021-01-17 15:21:39.206847
Average
No
Rarely
Condo
291
1,175,109
56
Male
7,149
Divorced
2
High School
null
34.945302
Rural
Basic
null
0
371
7
2020-04-08 15:21:39.173834
Poor
No
Daily
Apartment
1,561
1,175,110
27
Female
91,820
Divorced
3
Bachelor's
Unemployed
4.865208
Urban
Premium
1
10
314
7
2023-12-23 15:21:39.237118
Poor
Yes
Weekly
Condo
28
1,175,111
56
Male
125,910
Single
2
PhD
null
25.049307
Suburban
Basic
2
1
725
9
2019-12-05 15:21:39.094752
Poor
No
Monthly
Apartment
2,824
1,175,112
24
Female
28,791
Divorced
3
PhD
Employed
34.814613
Rural
Premium
2
9
584
5
2023-12-16 15:21:39.181605
Average
Yes
Rarely
House
1,270
1,175,113
63
Male
614
Married
0
Bachelor's
Unemployed
29.569738
Suburban
Premium
null
15
486
9
2023-11-24 15:21:39.134960
Poor
Yes
Weekly
House
1,059
1,175,114
62
Female
73,021
Married
2
Bachelor's
Employed
17.641879
Suburban
Comprehensive
null
19
454
1
2022-02-22 15:21:39.105504
Poor
No
Weekly
Apartment
934
1,175,115
27
Male
74,555
Married
1
Master's
null
null
Urban
Premium
1
8
437
6
2020-11-02 15:21:39.219432
Good
Yes
Daily
House
1,257
1,175,116
23
Male
11,375
Single
0
Master's
Self-Employed
5.643935
Rural
Basic
0
11
836
9
2020-12-07 15:21:39.237118
Good
No
Daily
Apartment
1,372
1,175,117
null
Male
34,632
Single
1
Master's
null
31.867408
Rural
Basic
null
4
515
1
2022-01-11 15:21:39.126661
Good
Yes
Daily
Condo
2,375
1,175,118
63
Female
null
Single
4
Master's
Unemployed
37.003423
Rural
Premium
1
12
634
2
2020-12-09 15:21:39.272456
Average
No
Weekly
Condo
141
1,175,119
31
Female
2,888
Single
1
High School
Unemployed
22.383659
Suburban
Comprehensive
0
5
519
1
2019-10-16 15:21:39.155231
Poor
Yes
Daily
Apartment
513
1,175,120
20
Male
null
null
2
High School
Unemployed
null
Urban
Basic
0
11
569
6
2019-12-19 15:21:39.175719
Poor
Yes
Monthly
House
496
1,175,121
48
Female
null
Divorced
1
Master's
Self-Employed
6.716266
Urban
Comprehensive
null
12
381
8
2021-11-22 15:21:39.230483
Average
Yes
Weekly
Condo
1,136
1,175,122
36
Male
null
Divorced
2
Master's
Self-Employed
51.717391
Rural
Basic
3
13
774
1
2022-11-15 15:21:39.254678
Average
Yes
Weekly
Apartment
661
1,175,123
24
Male
49,127
Married
3
Master's
Employed
38.473428
Rural
Basic
0
10
333
9
2019-12-30 15:21:39.233485
Average
Yes
Weekly
Condo
814
1,175,124
21
Female
4,511
Single
4
Bachelor's
Unemployed
8.976455
Rural
Comprehensive
0
16
434
4
2022-10-21 15:21:39.235012
Average
No
Daily
Condo
2,066
1,175,125
46
Male
null
Divorced
2
Master's
Employed
39.976324
Suburban
Basic
null
4
414
3
2022-10-29 15:21:39.187211
Average
No
Weekly
Condo
901
1,175,126
52
Male
9,460
Married
0
High School
Self-Employed
20.622638
Suburban
Comprehensive
1
4
434
9
2020-06-23 15:21:39.146733
null
Yes
Monthly
Condo
1,004
1,175,127
52
Female
11,438
Divorced
0
Master's
Employed
41.039126
Suburban
Basic
1
3
674
6
2023-03-05 15:21:39.279729
Poor
No
Rarely
Condo
1,225
1,175,128
31
Female
1,656
Married
2
PhD
Employed
35.716141
Rural
Premium
2
17
607
5
2019-10-10 15:21:39.219432
Poor
Yes
Daily
Condo
842
1,175,129
35
Male
9,894
Married
0
Bachelor's
null
15.843228
Suburban
Comprehensive
1
13
562
2
2020-01-10 15:21:39.143708
Good
No
Monthly
Apartment
627
1,175,130
28
Male
44,756
Single
null
Master's
Self-Employed
30.818245
Rural
Basic
2
3
null
8
2020-11-18 15:21:39.170099
Average
Yes
Rarely
Apartment
492
1,175,131
39
Female
12,881
Single
null
High School
Unemployed
20.359565
Urban
Comprehensive
1
3
null
8
2023-06-03 15:21:39.184157
Average
Yes
Rarely
Condo
748
1,175,132
51
Male
22,475
Single
1
Master's
null
25.90765
Rural
Basic
1
12
null
9
2020-10-09 15:21:39.105504
Good
No
Weekly
Condo
996
1,175,133
37
Male
36,493
Single
3
Bachelor's
null
24.544825
Urban
Premium
2
8
389
1
2020-09-13 15:21:39.192212
Poor
Yes
Monthly
Condo
951
1,175,134
62
Female
30,822
Married
2
Bachelor's
null
43.533376
Rural
Comprehensive
1
17
757
1
2020-03-11 15:21:39.244069
Poor
Yes
Rarely
Condo
1,033
1,175,135
34
Male
null
Single
3
PhD
Unemployed
13.695797
Rural
Premium
null
14
null
1
2022-03-17 15:21:39.217387
Poor
No
Weekly
House
206
1,175,136
35
Male
2,488
Married
4
Bachelor's
null
31.782865
Urban
Basic
null
4
615
6
2024-03-11 15:21:39.198406
Good
No
Rarely
Condo
226
1,175,137
63
Female
19,572
Single
0
High School
Unemployed
18.393555
Rural
Comprehensive
0
6
743
9
2020-01-07 15:21:39.260856
Poor
No
Monthly
Apartment
1,960
1,175,138
48
Male
1,079
Divorced
null
Bachelor's
null
24.41094
Rural
Basic
4
4
543
2
2024-01-27 15:21:39.178717
Poor
Yes
Rarely
House
1,063
1,175,139
23
Female
50,498
Divorced
1
High School
Unemployed
11.811127
Urban
Basic
null
4
410
3
2019-12-21 15:21:39.288099
Average
No
Weekly
Apartment
679
1,175,140
45
Male
null
null
4
Master's
Self-Employed
29.639684
Urban
Premium
4
0
576
4
2022-06-12 15:21:39.155231
Poor
Yes
Weekly
Condo
1,562
1,175,141
55
Female
28,450
Divorced
1
PhD
Self-Employed
17.840469
Urban
Comprehensive
null
0
616
3
2020-08-29 15:21:39.224915
Poor
No
Rarely
House
1,471
1,175,142
43
Female
10,862
Married
0
PhD
Employed
12.814921
Rural
Premium
1
5
605
6
2023-05-25 15:21:39.134960
Poor
No
Rarely
Apartment
669
1,175,143
35
Male
18,199
Single
1
PhD
Self-Employed
null
Suburban
Premium
3
13
313
2
2024-06-30 15:21:39.223901
Good
No
Daily
Apartment
919
1,175,144
23
Female
12,943
Single
4
PhD
null
11.716136
Suburban
Premium
null
1
717
9
2022-10-15 15:21:39.289099
Poor
No
Rarely
Apartment
107
1,175,145
62
Female
93,665
Divorced
3
PhD
Unemployed
29.183353
Suburban
Basic
0
18
396
7
2023-03-25 15:21:39.119168
Poor
Yes
Monthly
Apartment
43
1,175,146
55
Male
39,076
Single
1
Master's
Unemployed
15.923764
Rural
Premium
0
8
638
3
2020-05-09 15:21:39.122134
Poor
No
Daily
House
713
1,175,147
30
Male
81,454
Divorced
4
Master's
Unemployed
22.822236
Urban
Comprehensive
null
1
473
1
2022-02-05 15:21:39.251142
Good
No
Weekly
Apartment
2,077
1,175,148
23
Female
1,510
Married
3
High School
Employed
null
Suburban
Premium
2
9
389
3
2023-03-11 15:21:39.155231
Poor
Yes
Monthly
House
1,684
1,175,149
64
Female
45,903
Divorced
3
Master's
Unemployed
36.028638
Suburban
Premium
1
15
658
7
2020-12-18 15:21:39.245086
Good
Yes
Daily
Condo
3,147
1,175,150
46
Female
122,525
Single
4
PhD
Self-Employed
6.604509
Suburban
Premium
0
1
726
1
2020-01-05 15:21:39.155231
Average
No
Monthly
Condo
169
1,175,151
61
Male
49,120
Married
3
Master's
null
20.222906
Rural
Premium
1
19
401
7
2020-05-18 15:21:39.116179
Poor
No
Rarely
Condo
2,164
1,175,152
61
Female
4,846
Divorced
0
PhD
Unemployed
51.094768
Urban
Premium
null
19
474
3
2021-04-15 15:21:39.194829
Poor
Yes
Daily
Apartment
843
1,175,153
47
Female
23,347
Divorced
2
Master's
null
17.816051
Rural
Premium
1
17
536
1
2020-09-23 15:21:39.114118
Poor
No
Daily
Condo
543
1,175,154
53
Female
17,991
Married
4
PhD
null
31.001804
Suburban
Basic
0
9
549
7
2022-11-06 15:21:39.134960
Average
Yes
Rarely
Condo
1,698
1,175,155
22
Male
43,830
Single
3
PhD
null
16.554776
Suburban
Basic
0
3
706
5
2020-05-27 15:21:39.111551
Good
No
Weekly
Apartment
1,014
1,175,156
45
Female
1,694
Single
0
PhD
Unemployed
25.907749
Rural
Comprehensive
1
0
369
6
2020-06-24 15:21:39.192212
Poor
Yes
Monthly
House
224
1,175,157
61
Male
6,004
Single
3
PhD
Employed
35.717912
Suburban
Comprehensive
1
14
null
1
2020-12-05 15:21:39.126661
null
Yes
Monthly
Apartment
498
1,175,158
18
Female
12,097
Single
0
Bachelor's
null
15.169944
Rural
Premium
null
3
805
7
2021-09-04 15:21:39.085129
Good
Yes
Rarely
Condo
442
1,175,159
20
Female
10,033
Single
0
High School
null
18.390948
Urban
Premium
1
8
778
6
2024-02-12 15:21:39.095696
Poor
Yes
Monthly
Apartment
1,747
1,175,160
60
Female
41,495
Divorced
1
Master's
Unemployed
27.784302
Rural
Premium
0
17
658
6
2020-09-08 15:21:39.155231
Poor
Yes
Monthly
Condo
1,497
1,175,161
40
Male
15,485
Single
2
High School
Self-Employed
31.585934
Urban
Basic
3
10
594
6
2023-02-17 15:21:39.134960
Average
Yes
Daily
Condo
988
1,175,162
21
Female
712
Married
null
Bachelor's
Self-Employed
42.061522
Rural
Premium
1
19
497
4
2024-08-08 15:21:39.151732
Good
No
Monthly
Apartment
757
1,175,163
58
Male
null
Divorced
2
PhD
Employed
51.929998
Suburban
Basic
1
19
772
2
2021-12-28 15:21:39.094752
Good
No
Rarely
Condo
814
1,175,164
30
Female
28,258
Married
2
PhD
null
15.842937
Rural
Premium
2
2
488
9
2020-11-14 15:21:39.190215
Good
No
Daily
Condo
814
1,175,165
25
Male
36,038
Divorced
3
Bachelor's
null
16.828983
Urban
Basic
null
0
549
1
2020-07-18 15:21:39.180553
Poor
Yes
Rarely
House
807
1,175,166
30
Male
132,726
Married
2
PhD
Self-Employed
null
Suburban
Comprehensive
null
2
771
6
2024-02-09 15:21:39.146733
Good
Yes
Daily
House
2,295
1,175,167
49
Male
18,087
Single
4
High School
Unemployed
14.948505
Urban
Comprehensive
0
8
479
6
2021-05-20 15:21:39.236064
Average
Yes
Weekly
Apartment
1,493
1,175,168
39
Female
23,791
Married
null
High School
Unemployed
11.919255
Urban
Basic
1
1
null
7
2022-01-01 15:21:39.206847
Good
No
Monthly
House
1,264
1,175,169
50
Female
5,042
Divorced
0
Master's
Employed
21.165415
Urban
Comprehensive
null
5
null
4
2019-11-12 15:21:39.133866
Poor
Yes
Rarely
House
1,874
1,175,170
47
Male
127,715
Married
0
PhD
Unemployed
13.633479
Suburban
Premium
0
19
753
8
2022-04-27 15:21:39.246098
Good
Yes
Weekly
Condo
426
1,175,171
35
Male
9,711
Married
4
PhD
null
20.845221
Rural
Premium
1
11
841
7
2019-11-26 15:21:39.203442
Poor
Yes
Daily
Condo
1,382
1,175,172
62
Female
17,805
Married
4
Master's
null
15.317767
Suburban
Comprehensive
0
17
682
5
2021-10-22 15:21:39.176717
Average
No
Monthly
Apartment
790
1,175,173
37
Male
4,712
Divorced
2
Bachelor's
Self-Employed
22.566593
Rural
Premium
1
0
824
9
2021-03-12 15:21:39.096739
null
No
Monthly
Condo
1,747
1,175,174
52
Female
33,754
Married
2
PhD
Employed
40.191035
Suburban
Comprehensive
null
12
463
4
2021-04-17 15:21:39.211806
Average
Yes
Daily
Apartment
1,372
1,175,175
40
Female
58,842
Divorced
1
High School
null
null
Rural
Comprehensive
1
3
519
7
2023-11-18 15:21:39.167099
Good
Yes
Rarely
Condo
2,349
1,175,176
19
Male
2,633
Divorced
null
PhD
Self-Employed
32.366905
Rural
Comprehensive
null
9
667
6
2021-08-07 15:21:39.148733
Poor
No
Weekly
Condo
2,159
1,175,177
50
Male
17,077
Married
3
High School
Employed
14.527292
Urban
Basic
2
8
832
7
2022-02-27 15:21:39.134960
Good
No
Rarely
House
1,460
1,175,178
57
Male
12,086
Married
3
Bachelor's
Unemployed
9.0992
Suburban
Comprehensive
1
2
849
9
2022-04-09 15:21:39.095696
Poor
Yes
Rarely
House
931
1,175,179
19
Female
11,283
Divorced
2
High School
Self-Employed
17.430422
Urban
Basic
2
13
483
6
2022-10-29 15:21:39.271453
Good
No
Daily
Apartment
782
1,175,180
59
Male
5,906
Single
2
PhD
null
25.848354
Urban
Basic
null
13
775
3
2023-05-01 15:21:39.144722
Poor
No
Rarely
House
931
1,175,181
56
Male
9,060
Married
1
High School
Employed
31.135781
Urban
Premium
0
15
767
6
2021-12-21 15:21:39.093681
Good
Yes
Daily
House
144
1,175,182
43
Female
38,983
Divorced
3
PhD
Self-Employed
12.171647
Suburban
Basic
0
13
null
3
2021-04-05 15:21:39.151732
Poor
No
Monthly
Apartment
1,341
1,175,183
27
Male
1,874
Married
1
Master's
Employed
48.797464
Urban
Premium
null
1
395
3
2023-07-20 15:21:39.100695
Good
No
Weekly
Condo
1,002
1,175,184
18
Female
45,937
Single
4
High School
Employed
19.823486
Rural
Basic
0
18
582
9
2022-04-16 15:21:39.155231
Good
Yes
Weekly
Condo
1,611
1,175,185
48
Female
81,630
Single
0
Bachelor's
Employed
29.195075
Rural
Basic
null
17
null
4
2023-04-28 15:21:39.081504
Poor
Yes
Weekly
Apartment
216
1,175,186
51
Male
940
Married
1
Master's
null
21.936346
Rural
Basic
null
9
367
6
2019-08-24 15:21:39.180553
null
No
Daily
Condo
28
1,175,187
39
Female
2,798
Single
4
High School
Self-Employed
52.827793
Suburban
Comprehensive
1
1
null
9
2021-11-11 15:21:39.111551
null
Yes
Rarely
Condo
625
1,175,188
51
Female
28,256
Divorced
3
High School
null
null
Urban
Basic
1
18
687
5
2022-10-30 15:21:39.289099
Average
Yes
Weekly
House
1,405
1,175,189
35
Female
12,881
Divorced
0
Bachelor's
null
15.665
Suburban
Basic
3
5
673
8
2023-09-10 15:21:39.171102
Poor
No
Weekly
Apartment
581
1,175,190
26
Male
29,097
Single
2
Bachelor's
Unemployed
null
Suburban
Comprehensive
1
3
703
3
2021-12-19 15:21:39.177724
Average
No
Weekly
Apartment
691
1,175,191
38
Male
4,901
Single
0
Master's
null
12.242069
Suburban
Comprehensive
2
14
662
9
2022-09-26 15:21:39.082499
Good
Yes
Rarely
Apartment
722
1,175,192
56
Female
7,077
Divorced
4
High School
Unemployed
22.766801
Urban
Basic
1
19
null
7
2020-11-26 15:21:39.266452
Average
No
Daily
Apartment
1,606
1,175,193
21
Female
5,935
Married
null
Bachelor's
Self-Employed
31.366903
Suburban
Premium
3
5
840
5
2021-09-23 15:21:39.132191
Average
No
Rarely
Condo
1,139
1,175,194
21
Female
2,592
Divorced
0
PhD
Employed
5.879293
Urban
Basic
null
3
462
1
2024-06-12 15:21:39.177724
Poor
Yes
Daily
House
2,555
1,175,195
28
Male
45,308
Married
4
Bachelor's
Employed
33.081757
Rural
Premium
3
18
459
8
2020-11-08 15:21:39.155231
Good
No
Weekly
Apartment
3,543
1,175,196
21
Female
1,337
Single
3
Master's
null
14.989715
Rural
Comprehensive
null
0
793
7
2021-07-03 15:21:39.134960
Good
Yes
Monthly
House
2,040
1,175,197
64
Male
null
null
2
Master's
Unemployed
8.067942
Suburban
Premium
1
19
554
3
2022-08-30 15:21:39.134960
Poor
No
Rarely
Apartment
431
1,175,198
20
Male
17,086
Divorced
3
Bachelor's
Employed
22.924582
Suburban
Basic
1
10
603
6
2020-12-17 15:21:39.274993
Poor
Yes
Rarely
Condo
1,334
1,175,199
43
Female
113,049
Married
3
PhD
null
50.95353
Rural
Premium
3
16
316
8
2022-03-21 15:21:39.095696
Good
Yes
Rarely
House
566