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
28,100
28
Female
8,881
Single
null
Bachelor's
Employed
null
Urban
Basic
2
19
null
5
2020-08-12 15:21:39.132191
Good
Yes
Rarely
House
1,154
28,101
27
Male
57,815
Single
3
Master's
null
32.002752
Suburban
Basic
1
17
330
1
2024-02-19 15:21:39.133866
Good
Yes
Weekly
Condo
437
28,102
33
Male
27,281
Single
3
Bachelor's
null
10.390889
Urban
Comprehensive
null
1
533
7
2022-06-26 15:21:39.155231
Average
No
Weekly
Condo
1,313
28,103
26
Female
34,247
Divorced
4
High School
Self-Employed
30.351614
Urban
Basic
0
2
null
8
2020-01-14 15:21:39.087123
Average
Yes
Rarely
Apartment
1,085
28,104
60
Male
88,966
Divorced
0
Master's
Unemployed
41.990101
Rural
Basic
null
13
419
9
2020-11-02 15:21:39.237118
Good
No
Monthly
Condo
3,568
28,105
64
Female
3,769
Married
4
High School
Unemployed
null
Urban
Comprehensive
0
17
678
7
2021-06-18 15:21:39.176717
Poor
No
Monthly
Condo
1,209
28,106
44
Female
90,040
Single
0
Bachelor's
Employed
21.715736
Suburban
Premium
null
6
416
3
2023-07-11 15:21:39.134960
Good
No
Daily
Apartment
25
28,107
42
Male
4,059
Divorced
0
Master's
Employed
16.176924
Urban
Premium
null
7
603
1
2020-09-08 15:21:39.196387
Good
No
Daily
Condo
3,728
28,108
61
Female
83,349
Married
null
Bachelor's
Self-Employed
47.161234
Suburban
Basic
null
7
804
1
2024-01-24 15:21:39.181605
Good
No
Rarely
Apartment
115
28,109
60
Male
5,892
Divorced
2
Master's
Employed
25.690104
Suburban
Comprehensive
null
18
null
5
2019-09-14 15:21:39.087123
Good
No
Daily
Condo
1,498
28,110
44
Female
82,250
Married
3
Bachelor's
Unemployed
23.944243
Suburban
Basic
1
14
371
8
2022-05-05 15:21:39.149731
Average
Yes
Weekly
Condo
25
28,111
35
Female
17,963
Divorced
4
PhD
Unemployed
20.818557
Suburban
Comprehensive
null
2
847
6
2019-09-05 15:21:39.224915
Poor
Yes
Rarely
House
842
28,112
62
Female
7,984
Married
3
Bachelor's
Unemployed
30.908866
Suburban
Basic
1
18
516
4
2020-09-16 15:21:39.134960
Poor
Yes
Daily
Apartment
746
28,113
39
Male
68,014
Married
1
PhD
Unemployed
26.169039
Rural
Premium
2
15
508
1
2019-09-11 15:21:39.237118
Good
No
Rarely
House
98
28,114
51
Female
11,563
Single
3
High School
Unemployed
null
Urban
Premium
1
5
839
3
2020-12-03 15:21:39.081504
Poor
Yes
Monthly
House
534
28,115
60
Female
43,887
Divorced
1
Master's
Self-Employed
24.679859
Suburban
Premium
null
14
826
2
2022-11-06 15:21:39.155231
Average
Yes
Rarely
Apartment
1,594
28,116
38
Female
90,732
Married
4
Bachelor's
null
12.843173
Rural
Comprehensive
1
13
398
4
2024-07-16 15:21:39.258696
Good
Yes
Rarely
Apartment
1,313
28,117
35
Female
40,273
Married
2
PhD
Self-Employed
4.524031
Rural
Basic
1
9
670
4
2022-11-23 15:21:39.256696
Poor
Yes
Monthly
Apartment
103
28,118
42
Male
30,442
Single
2
PhD
null
26.83969
Urban
Basic
null
15
null
7
2023-08-27 15:21:39.252145
Poor
No
Rarely
House
795
28,119
46
Female
15,641
Single
3
PhD
Unemployed
26.155749
Urban
Basic
1
16
null
2
2020-02-23 15:21:39.256696
Average
No
Weekly
Condo
1,704
28,120
56
Female
8,049
Divorced
4
Master's
null
28.041521
Urban
Basic
2
14
607
1
2021-08-30 15:21:39.184157
Average
No
Daily
Apartment
35
28,121
50
Female
6,830
Married
null
Bachelor's
Self-Employed
null
Suburban
Comprehensive
null
18
446
5
2023-11-13 15:21:39.105504
Poor
No
Monthly
Condo
543
28,122
46
Male
2,153
Married
0
Master's
Employed
17.144919
Urban
Basic
null
7
836
2
2021-01-05 15:21:39.276901
Poor
No
Rarely
Condo
433
28,123
59
Female
14,892
Divorced
2
PhD
Employed
36.152377
Rural
Basic
0
0
null
7
2022-07-19 15:21:39.080440
Poor
Yes
Rarely
Condo
45
28,124
24
Female
6,568
Single
3
Bachelor's
null
42.071633
Rural
Basic
2
16
null
9
2022-01-16 15:21:39.226954
Poor
No
Weekly
Apartment
896
28,125
55
Male
47,273
Married
3
High School
Self-Employed
29.341012
Rural
Comprehensive
2
2
487
1
2022-08-27 15:21:39.134960
Good
No
Rarely
Apartment
283
28,126
28
Female
6,073
Divorced
4
Bachelor's
null
30.829783
Rural
Basic
0
14
834
4
2023-11-12 15:21:39.155231
Average
Yes
Weekly
Condo
913
28,127
31
Male
28,307
Divorced
0
Master's
null
39.54767
Urban
Premium
3
1
576
3
2020-07-03 15:21:39.236064
Good
No
Weekly
House
1,171
28,128
56
Female
46,957
Single
1
PhD
Self-Employed
14.077694
Suburban
Premium
1
15
583
6
2022-03-14 15:21:39.171102
Average
Yes
Rarely
Condo
56
28,129
null
Male
27,384
Single
4
Bachelor's
Unemployed
37.924167
Suburban
Comprehensive
1
13
575
6
2019-09-13 15:21:39.185215
Average
No
Rarely
Apartment
2,909
28,130
55
Female
2,973
Single
3
Bachelor's
Employed
51.682152
Suburban
Comprehensive
0
12
615
4
2022-01-24 15:21:39.090124
Good
Yes
Rarely
House
1,611
28,131
32
Male
1,543
Divorced
1
PhD
Employed
22.673494
Rural
Comprehensive
0
19
571
5
2020-05-08 15:21:39.105504
Average
No
Daily
Condo
61
28,132
51
Female
26,625
Single
0
High School
Self-Employed
19.458977
Rural
Comprehensive
1
17
null
4
2021-03-31 15:21:39.244069
Good
Yes
Monthly
House
1,232
28,133
40
Female
2,536
Single
null
Bachelor's
Self-Employed
20.892423
Suburban
Premium
2
6
690
6
2022-03-25 15:21:39.274993
Good
No
Weekly
Apartment
3,042
28,134
47
Male
93,157
Married
3
Bachelor's
Self-Employed
11.065647
Suburban
Premium
0
0
542
1
2023-11-24 15:21:39.134960
Good
Yes
Daily
Apartment
93
28,135
57
Female
23,981
Divorced
0
Master's
Employed
29.812498
Suburban
Premium
0
2
727
5
2024-07-25 15:21:39.187211
Poor
No
Rarely
Condo
803
28,136
52
Female
38,212
Single
2
Master's
null
35.391318
Urban
Premium
0
7
515
9
2023-12-05 15:21:39.130190
Good
Yes
Weekly
Condo
2,741
28,137
50
Male
45,411
Divorced
4
High School
Employed
46.927449
Rural
Basic
null
6
513
9
2024-02-14 15:21:39.281787
Poor
Yes
Monthly
Apartment
1,578
28,138
64
Female
7,098
Single
2
Bachelor's
null
14.908708
Rural
Premium
1
19
809
7
2022-04-18 15:21:39.086123
Average
Yes
Weekly
Apartment
704
28,139
26
Female
10,171
Divorced
4
Master's
Self-Employed
10.377066
Suburban
Premium
1
18
481
8
2023-06-13 15:21:39.209847
Average
No
Daily
Apartment
1,238
28,140
48
Female
51,471
Married
1
Bachelor's
null
39.285426
Rural
Comprehensive
null
5
842
6
2019-10-08 15:21:39.279729
Average
No
Monthly
House
34
28,141
21
Female
59,867
Divorced
1
PhD
null
7.348627
Suburban
Basic
2
9
null
4
2022-03-03 15:21:39.228521
null
Yes
Weekly
House
27
28,142
50
Male
17,092
Married
2
PhD
Self-Employed
21.876301
Rural
Comprehensive
null
4
795
9
2020-03-26 15:21:39.218388
Good
No
Weekly
Condo
961
28,143
44
Male
66,330
Single
0
PhD
Unemployed
36.079728
Urban
Comprehensive
1
2
603
4
2022-06-18 15:21:39.085129
Good
No
Daily
House
50
28,144
22
Male
3,198
Single
2
Master's
Self-Employed
14.33141
Suburban
Comprehensive
0
15
789
5
2020-05-14 15:21:39.090124
Good
Yes
Monthly
Condo
3,513
28,145
null
Female
29,244
Married
0
Master's
null
7.926895
Urban
Premium
null
7
587
2
2022-12-18 15:21:39.228521
Average
Yes
Monthly
Apartment
69
28,146
36
Female
23,405
Married
0
PhD
Unemployed
34.887637
Rural
Basic
0
12
710
1
2023-10-09 15:21:39.282785
Poor
No
Monthly
House
1,138
28,147
57
Male
9,054
Divorced
0
Master's
null
22.955182
Suburban
Basic
0
11
652
8
2024-02-17 15:21:39.134960
Poor
Yes
Daily
Apartment
1,494
28,148
63
Female
1,146
Married
1
Master's
Unemployed
12.1837
Rural
Basic
1
1
469
8
2023-04-24 15:21:39.155231
Poor
No
Rarely
House
3,313
28,149
56
Female
45,810
Single
4
Master's
Self-Employed
30.00887
Urban
Comprehensive
0
3
602
1
2023-08-31 15:21:39.146733
Good
Yes
Weekly
House
1,438
28,150
40
Female
23,003
Married
3
Master's
null
19.555933
Rural
Basic
1
15
657
8
2021-02-14 15:21:39.092127
Poor
No
Rarely
Condo
1,791
28,151
30
Male
13,562
Married
3
Master's
null
6.77365
Suburban
Comprehensive
1
10
596
5
2019-11-07 15:21:39.134960
Average
No
Daily
Condo
816
28,152
31
Female
45,149
Married
4
High School
null
null
Urban
Basic
0
8
null
3
2024-02-03 15:21:39.134960
Poor
No
Daily
Apartment
609
28,153
38
Female
55,913
Single
4
Bachelor's
Employed
9.263958
Suburban
Basic
0
2
469
1
2023-09-25 15:21:39.270454
Poor
No
Weekly
House
332
28,154
60
Female
13,107
Divorced
2
High School
Self-Employed
24.797646
Suburban
Basic
1
9
727
6
2020-03-25 15:21:39.231531
Good
Yes
Weekly
Apartment
286
28,155
58
Female
26,754
Married
1
Master's
Unemployed
40.487411
Rural
Basic
1
13
555
8
2022-06-21 15:21:39.133866
Good
Yes
Daily
Condo
1,522
28,156
29
Male
9,094
Divorced
2
Bachelor's
null
15.568736
Rural
Basic
0
16
638
2
2023-12-13 15:21:39.134960
null
Yes
Weekly
Condo
565
28,157
57
Male
25,773
Single
4
PhD
Unemployed
9.392379
Urban
Comprehensive
1
3
434
5
2021-01-02 15:21:39.134960
Good
No
Monthly
Condo
4,912
28,158
49
Male
5,397
Divorced
0
Master's
Unemployed
34.867494
Rural
Basic
1
9
418
1
2023-03-11 15:21:39.134960
Average
No
Weekly
Apartment
750
28,159
28
Female
8,894
Divorced
3
Master's
Unemployed
21.788373
Urban
Basic
1
0
497
5
2023-01-31 15:21:39.167099
null
No
Daily
Condo
1,167
28,160
55
Female
39,062
Divorced
0
Bachelor's
null
29.493787
Suburban
Comprehensive
null
4
822
1
2019-09-07 15:21:39.130190
Poor
Yes
Weekly
House
1,333
28,161
37
Female
37,172
Single
0
PhD
Employed
24.717407
Urban
Premium
null
14
405
3
2023-06-24 15:21:39.207847
Good
Yes
Daily
House
972
28,162
52
Male
3,546
Single
3
High School
null
33.674701
Rural
Premium
1
19
554
3
2022-05-03 15:21:39.272456
Good
No
Weekly
Condo
2,925
28,163
64
Female
3,570
Married
2
High School
Employed
27.593166
Urban
Comprehensive
0
6
305
1
2024-03-14 15:21:39.267454
Average
No
Rarely
House
814
28,164
null
Female
17,132
Single
4
PhD
Employed
42.183
Rural
Comprehensive
0
3
638
2
2020-06-06 15:21:39.092127
Poor
No
Weekly
Apartment
463
28,165
23
Male
8,881
Divorced
4
High School
null
null
Rural
Comprehensive
null
4
815
9
2021-04-03 15:21:39.149731
Average
No
Rarely
House
1,089
28,166
26
Female
28,862
Divorced
2
Master's
Employed
46.945765
Rural
Premium
null
4
621
9
2022-10-18 15:21:39.265513
Good
Yes
Daily
House
1,871
28,167
34
Female
26
Married
4
High School
null
14.392948
Suburban
Basic
null
19
446
2
2022-04-29 15:21:39.145732
null
No
Weekly
Condo
634
28,168
43
Female
23,593
Married
1
Master's
null
14.633659
Urban
Premium
null
5
null
1
2022-02-02 15:21:39.134960
Average
No
Weekly
Apartment
476
28,169
60
Male
18,127
Single
3
Master's
Unemployed
14.573215
Suburban
Comprehensive
null
4
780
4
2022-03-07 15:21:39.237118
Average
No
Weekly
House
34
28,170
50
Female
1,226
Divorced
3
PhD
Employed
30.537411
Rural
Comprehensive
1
17
749
6
2022-07-21 15:21:39.210805
null
No
Rarely
House
703
28,171
62
Female
null
Married
0
Master's
Employed
47.322323
Urban
Premium
0
7
495
9
2019-12-26 15:21:39.233998
Poor
Yes
Weekly
Condo
3,030
28,172
61
Female
18,443
Single
3
Master's
Unemployed
48.068702
Suburban
Premium
1
12
744
4
2019-11-02 15:21:39.191219
null
No
Weekly
Condo
959
28,173
59
Male
25,889
Divorced
0
Bachelor's
Self-Employed
46.341259
Rural
Premium
2
1
672
8
2020-12-29 15:21:39.134960
Poor
Yes
Weekly
House
2,962
28,174
22
Male
15,727
Married
3
PhD
Unemployed
21.816171
Urban
Premium
0
7
502
8
2024-04-04 15:21:39.264504
Poor
No
Weekly
Apartment
1,266
28,175
43
Male
42,399
Married
4
PhD
Self-Employed
24.024771
Suburban
Basic
2
5
558
5
2020-12-05 15:21:39.133866
Good
No
Rarely
House
1,256
28,176
36
Male
92,678
Single
3
High School
Self-Employed
null
Rural
Premium
null
17
569
9
2024-04-20 15:21:39.134960
Average
No
Rarely
House
3,473
28,177
55
Male
38,662
Married
2
PhD
Employed
23.900056
Urban
Basic
0
8
515
9
2020-05-25 15:21:39.134960
Poor
No
Weekly
Apartment
1,053
28,178
37
Female
1,626
Single
0
Master's
Self-Employed
28.232518
Rural
Comprehensive
2
8
511
1
2019-12-02 15:21:39.155231
Good
Yes
Daily
House
872
28,179
18
Male
6,847
Divorced
4
PhD
Self-Employed
12.622806
Suburban
Basic
null
16
568
1
2021-02-18 15:21:39.243823
Poor
Yes
Daily
Condo
1,529
28,180
64
Male
10,693
Single
1
Master's
Unemployed
28.977392
Suburban
Premium
null
5
459
3
2022-09-15 15:21:39.134960
Average
Yes
Daily
House
730
28,181
18
Female
92,298
Divorced
2
PhD
Unemployed
30.275701
Rural
Premium
null
5
353
8
2022-09-08 15:21:39.271453
Average
No
Weekly
Condo
2,271
28,182
26
Male
18,693
Married
1
High School
null
35.788434
Rural
Premium
null
17
730
2
2021-02-18 15:21:39.218388
null
Yes
Monthly
Condo
1,207
28,183
22
Male
18,092
Married
4
PhD
Unemployed
14.155637
Suburban
Basic
1
12
641
3
2021-04-28 15:21:39.185215
null
No
Rarely
Condo
1,257
28,184
49
Female
43,829
Single
1
PhD
Employed
39.03944
Urban
Comprehensive
1
3
707
7
2022-08-01 15:21:39.155231
Good
No
Daily
Condo
860
28,185
57
Male
87,573
Divorced
null
PhD
null
null
Urban
Premium
1
17
393
4
2020-01-03 15:21:39.132191
Average
No
Weekly
House
2,788
28,186
40
Male
9,077
Single
3
PhD
Unemployed
27.641943
Urban
Premium
2
17
372
4
2019-12-18 15:21:39.181605
Average
Yes
Rarely
Apartment
795
28,187
53
Female
28,134
Married
4
Master's
Employed
15.387812
Suburban
Basic
0
10
720
5
2024-05-02 15:21:39.150730
Good
No
Weekly
Condo
2,826
28,188
18
Female
52,677
Single
2
Bachelor's
null
25.092833
Urban
Comprehensive
null
15
405
5
2022-04-20 15:21:39.274993
Poor
Yes
Daily
Apartment
1,288
28,189
34
Male
3,546
Married
0
High School
Self-Employed
15.771802
Rural
Comprehensive
null
12
676
3
2020-10-06 15:21:39.134960
null
Yes
Daily
House
872
28,190
23
Male
16,067
Married
2
Master's
null
null
Rural
Comprehensive
null
14
568
5
2022-01-15 15:21:39.271453
Average
No
Daily
Condo
726
28,191
41
Male
45,569
Divorced
4
PhD
null
13.979056
Suburban
Premium
2
2
847
5
2020-10-05 15:21:39.134960
Average
Yes
Rarely
House
788
28,192
18
Male
5,856
Divorced
2
PhD
null
30.420016
Rural
Basic
null
4
null
9
2020-07-11 15:21:39.134960
Good
No
Monthly
Apartment
817
28,193
62
Male
1,333
Divorced
1
Master's
Self-Employed
48.66271
Rural
Comprehensive
0
2
null
5
2020-07-09 15:21:39.245086
Average
Yes
Monthly
Condo
112
28,194
50
Female
6,273
Married
1
Master's
Self-Employed
30.639575
Suburban
Basic
1
0
556
1
2020-11-25 15:21:39.237118
Poor
Yes
Daily
House
677
28,195
62
Female
17,891
Married
2
PhD
Self-Employed
11.927151
Rural
Comprehensive
0
3
594
7
2021-02-14 15:21:39.096739
Good
No
Monthly
House
1,304
28,196
33
Female
55,974
Divorced
4
PhD
Self-Employed
12.534867
Urban
Premium
2
9
804
1
2022-02-28 15:21:39.095696
Poor
No
Weekly
House
3,941
28,197
33
Male
81,434
Married
1
High School
null
40.671267
Urban
Comprehensive
0
18
436
4
2024-02-02 15:21:39.237118
Good
No
Weekly
House
829
28,198
33
Female
18,093
Married
2
Master's
Self-Employed
41.480117
Urban
Comprehensive
2
9
null
3
2024-03-31 15:21:39.147735
Poor
No
Daily
Condo
562
28,199
26
Female
38,119
Divorced
1
Master's
null
20.411848
Suburban
Premium
null
9
454
7
2020-06-20 15:21:39.253660
Average
No
Monthly
House
996