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
1,160,100
null
Female
49,748
Married
3
PhD
null
null
Suburban
Comprehensive
0
13
316
2
2022-08-03 15:21:39.085129
Average
Yes
Daily
House
446
1,160,101
35
Male
55,989
Divorced
1
Bachelor's
Unemployed
null
Rural
Basic
0
13
584
1
2021-12-16 15:21:39.155231
null
No
Monthly
Condo
1,032
1,160,102
64
Female
47,941
Divorced
4
High School
null
21.603777
Urban
Basic
0
10
772
8
2020-01-05 15:21:39.271453
Poor
Yes
Monthly
House
100
1,160,103
61
Female
65,138
Married
1
Bachelor's
Unemployed
12.289226
Suburban
Basic
2
4
484
7
2021-09-11 15:21:39.106582
Good
Yes
Daily
Condo
34
1,160,104
19
Female
18,405
Married
1
High School
null
23.804933
Rural
Basic
null
19
536
4
2023-08-20 15:21:39.091080
Good
Yes
Weekly
Apartment
1,196
1,160,105
62
Male
39,749
Married
0
PhD
Employed
21.055435
Suburban
Comprehensive
0
3
321
8
2022-12-30 15:21:39.231531
Poor
Yes
Weekly
Apartment
1,077
1,160,106
null
Male
66,969
Divorced
0
Bachelor's
null
30.766191
Suburban
Comprehensive
0
15
790
1
2023-03-27 15:21:39.253660
Average
Yes
Rarely
Condo
81
1,160,107
57
Female
5,231
Divorced
0
Master's
Self-Employed
18.149007
Suburban
Premium
null
4
719
5
2022-10-07 15:21:39.215386
Good
No
Daily
House
258
1,160,108
59
Male
24
Married
2
High School
null
37.07994
Suburban
Premium
2
16
641
8
2023-02-16 15:21:39.192212
Poor
No
Monthly
Apartment
1,611
1,160,109
33
Female
64,728
Married
2
High School
Employed
36.947289
Suburban
Basic
3
2
406
6
2023-02-25 15:21:39.266452
Good
Yes
Daily
House
539
1,160,110
64
Female
26,113
Single
1
PhD
Employed
3.795795
Rural
Premium
null
10
821
6
2023-05-26 15:21:39.186212
Poor
No
Rarely
Condo
928
1,160,111
21
Male
43,850
Married
3
PhD
Unemployed
38.005855
Urban
Premium
null
12
554
3
2020-12-28 15:21:39.207847
Poor
No
Weekly
Condo
825
1,160,112
33
Male
35,192
Single
0
High School
null
39.945257
Rural
Comprehensive
0
9
807
6
2020-08-18 15:21:39.155231
Average
No
Monthly
Apartment
467
1,160,113
49
Female
106,767
Single
0
Bachelor's
null
null
Urban
Premium
1
14
336
8
2023-05-07 15:21:39.237118
Average
Yes
Monthly
Condo
2,898
1,160,114
null
Male
49,811
Divorced
null
Master's
Employed
50.869732
Urban
Basic
3
5
446
6
2020-02-12 15:21:39.144722
Good
Yes
Daily
Condo
1,194
1,160,115
20
Female
11,881
Divorced
3
Bachelor's
Self-Employed
14.390029
Rural
Basic
1
4
595
8
2022-01-10 15:21:39.134960
Good
No
Weekly
House
662
1,160,116
47
Male
28,863
Divorced
4
High School
Self-Employed
33.1691
Rural
Premium
null
18
806
9
2022-11-04 15:21:39.145732
Poor
No
Daily
House
1,569
1,160,117
56
Male
8,779
Married
4
Bachelor's
null
4.870517
Suburban
Premium
null
9
643
2
2024-01-28 15:21:39.120168
Good
No
Monthly
Apartment
831
1,160,118
33
Male
26,981
Divorced
2
High School
Self-Employed
38.929059
Rural
Basic
null
17
779
3
2023-05-16 15:21:39.177724
Average
No
Monthly
Apartment
1,034
1,160,119
57
Male
11,571
Single
2
PhD
Self-Employed
28.865295
Suburban
Comprehensive
null
4
null
2
2023-04-01 15:21:39.124659
null
No
Daily
Apartment
3,157
1,160,120
58
Male
26,395
Single
4
PhD
null
46.382465
Urban
Basic
1
9
584
8
2022-12-23 15:21:39.261856
Poor
Yes
Weekly
Apartment
1,455
1,160,121
63
Female
40,454
Single
4
High School
null
29.430858
Suburban
Basic
0
11
799
3
2024-05-15 15:21:39.155231
Good
No
Weekly
House
867
1,160,122
19
Male
1,211
Single
4
Master's
null
38.255834
Urban
Premium
2
6
544
3
2023-08-29 15:21:39.226954
Poor
Yes
Rarely
Apartment
1,132
1,160,123
28
Male
2,499
Single
1
Bachelor's
Employed
19.584412
Rural
Basic
3
11
748
1
2022-05-28 15:21:39.205850
Poor
No
Monthly
Condo
2,456
1,160,124
56
Male
22,167
Married
4
High School
null
19.955176
Rural
Premium
3
2
null
1
2023-03-11 15:21:39.155231
Good
No
Weekly
House
934
1,160,125
22
Female
29,460
Married
1
High School
Self-Employed
null
Suburban
Premium
null
3
808
8
2020-08-01 15:21:39.237118
null
Yes
Daily
House
1,348
1,160,126
28
Female
null
Divorced
1
Bachelor's
null
29.845383
Suburban
Comprehensive
null
3
null
6
2021-03-08 15:21:39.237118
Average
No
Rarely
Apartment
192
1,160,127
30
Female
3,308
null
1
Bachelor's
Self-Employed
10.908647
Suburban
Premium
0
15
696
9
2024-01-13 15:21:39.091080
null
Yes
Monthly
Condo
678
1,160,128
45
Female
11,761
Single
2
Master's
null
43.939864
Rural
Basic
2
6
814
9
2023-02-22 15:21:39.193945
Average
Yes
Daily
Condo
2,480
1,160,129
38
Female
50,834
Single
0
Bachelor's
null
17.953874
Suburban
Comprehensive
null
3
314
6
2021-10-19 15:21:39.217387
Average
Yes
Monthly
Condo
58
1,160,130
64
Female
23,108
Married
4
High School
Employed
26.848843
Rural
Comprehensive
null
14
799
3
2020-01-09 15:21:39.171102
null
Yes
Weekly
House
201
1,160,131
35
Female
null
Single
3
Bachelor's
Employed
7.98532
Urban
Basic
null
2
357
3
2020-12-07 15:21:39.129190
Average
Yes
Rarely
Apartment
787
1,160,132
32
Male
57,969
Married
2
Master's
Unemployed
19.068688
Suburban
Basic
3
4
300
2
2021-09-03 15:21:39.245086
Poor
Yes
Daily
Condo
809
1,160,133
60
Female
26,553
Married
2
Master's
Self-Employed
47.317437
Urban
Basic
null
15
null
6
2024-03-23 15:21:39.088124
Average
Yes
Weekly
House
531
1,160,134
18
Male
181
Married
4
Bachelor's
null
41.012187
Urban
Comprehensive
1
4
594
9
2019-11-30 15:21:39.193945
Poor
No
Rarely
Apartment
1,430
1,160,135
52
Male
20,563
Single
4
High School
Self-Employed
21.636595
Rural
Comprehensive
null
17
547
5
2024-03-09 15:21:39.246098
Poor
No
Monthly
Condo
761
1,160,136
45
Male
121,045
Married
2
High School
Unemployed
45.45763
Urban
Premium
0
15
703
1
2022-07-23 15:21:39.187211
null
Yes
Weekly
House
2,410
1,160,137
21
Male
9,894
Single
1
Bachelor's
Unemployed
null
Rural
Premium
2
19
779
1
2022-05-16 15:21:39.202448
Good
Yes
Rarely
House
803
1,160,138
19
Male
71,172
Single
null
High School
Self-Employed
21.926698
Rural
Basic
0
1
464
7
2023-09-09 15:21:39.176717
Poor
No
Rarely
Condo
23
1,160,139
32
Female
4,711
Married
4
Master's
null
13.752511
Suburban
Basic
2
14
765
9
2023-12-06 15:21:39.108562
Average
Yes
Rarely
House
3,308
1,160,140
21
Male
9,182
Married
3
PhD
null
22.788231
Rural
Basic
1
2
756
8
2022-11-02 15:21:39.192212
Poor
Yes
Rarely
Apartment
1,484
1,160,141
64
Male
9,892
Divorced
0
PhD
Employed
12.274869
Rural
Comprehensive
2
15
720
6
2023-07-08 15:21:39.102694
Good
Yes
Weekly
Condo
1,201
1,160,142
22
Female
20,805
Divorced
3
Master's
Self-Employed
10.64983
Suburban
Premium
1
16
839
2
2022-02-26 15:21:39.246098
Poor
No
Weekly
Apartment
2,183
1,160,143
63
Female
7,978
Divorced
1
PhD
Self-Employed
44.273931
Rural
Premium
0
5
518
9
2022-06-19 15:21:39.257696
Average
No
Monthly
Apartment
1,161
1,160,144
62
Male
37,117
Married
0
PhD
Self-Employed
15.566014
Rural
Premium
0
4
663
5
2022-01-18 15:21:39.237118
Good
No
Weekly
House
687
1,160,145
31
Male
18,116
Divorced
0
PhD
Employed
47.553501
Urban
Premium
0
8
521
8
2020-08-29 15:21:39.218388
Average
No
Rarely
Apartment
719
1,160,146
44
Female
14,897
Single
1
High School
null
10.053252
Suburban
Premium
1
7
null
9
2023-01-11 15:21:39.113566
Poor
Yes
Rarely
House
1,586
1,160,147
31
Male
51,604
Single
4
PhD
Employed
40.868191
Suburban
Premium
null
1
361
2
2022-12-10 15:21:39.209847
Good
No
Daily
House
1,110
1,160,148
45
Male
15,883
Single
3
PhD
null
18.791216
Urban
Comprehensive
null
19
822
5
2023-05-24 15:21:39.155231
Average
No
Rarely
Apartment
567
1,160,149
49
Female
55,450
Divorced
2
Master's
Self-Employed
16.79284
Suburban
Basic
null
10
507
2
2024-06-22 15:21:39.171102
Poor
Yes
Daily
Apartment
21
1,160,150
18
Male
50,943
Single
null
Bachelor's
Self-Employed
null
Urban
Comprehensive
null
0
310
7
2024-04-03 15:21:39.194829
Poor
Yes
Daily
House
482
1,160,151
43
Female
5,925
Single
4
PhD
Employed
11.413429
Rural
Comprehensive
3
3
639
8
2023-08-23 15:21:39.155231
Poor
Yes
Daily
House
641
1,160,152
44
Female
3,363
Divorced
null
PhD
Unemployed
51.948428
Urban
Premium
0
13
433
4
2022-03-31 15:21:39.172097
Poor
Yes
Rarely
House
413
1,160,153
41
Female
18,644
Divorced
1
Master's
Self-Employed
28.582066
Urban
Basic
null
10
481
5
2022-06-08 15:21:39.102694
null
Yes
Weekly
House
542
1,160,154
34
Female
125,088
Single
4
Bachelor's
Employed
18.420036
Suburban
Comprehensive
null
12
457
9
2024-07-30 15:21:39.204790
Average
Yes
Weekly
Apartment
574
1,160,155
28
Female
3,868
Divorced
3
Bachelor's
Unemployed
20.965763
Urban
Basic
null
18
508
4
2022-01-11 15:21:39.204790
Good
No
Weekly
Apartment
822
1,160,156
41
Male
61,838
Single
0
Bachelor's
Employed
13.744855
Suburban
Premium
null
13
307
3
2020-07-30 15:21:39.188220
Good
Yes
Monthly
Apartment
717
1,160,157
35
Male
3,636
Divorced
3
Bachelor's
null
22.103503
Rural
Comprehensive
3
1
746
1
2023-05-12 15:21:39.184157
Average
Yes
Monthly
House
542
1,160,158
49
Male
15,126
Divorced
4
Bachelor's
null
7.573882
Suburban
Premium
2
8
812
4
2021-06-29 15:21:39.274993
Poor
No
Daily
Condo
910
1,160,159
55
Male
12,086
Divorced
0
PhD
Self-Employed
6.078154
Suburban
Premium
0
16
454
3
2022-04-22 15:21:39.134960
Average
No
Weekly
Condo
830
1,160,160
46
Female
10,963
Married
3
Master's
null
14.456048
Rural
Basic
1
9
627
1
2021-10-16 15:21:39.276901
Good
Yes
Weekly
Apartment
1,190
1,160,161
50
Female
null
Single
2
PhD
Unemployed
34.131061
Suburban
Comprehensive
0
17
371
9
2021-02-10 15:21:39.176717
Average
Yes
Daily
Condo
411
1,160,162
28
Female
124,565
Divorced
0
Master's
Self-Employed
46.084977
Rural
Premium
2
14
607
6
2020-11-23 15:21:39.217387
Poor
No
Weekly
Apartment
287
1,160,163
38
Male
539
Divorced
4
Bachelor's
Employed
8.793175
Rural
Basic
null
10
594
5
2024-02-18 15:21:39.095696
Average
Yes
Weekly
House
2,084
1,160,164
null
Male
35,139
Single
3
Bachelor's
null
27.52711
Rural
Premium
null
2
null
6
2020-08-23 15:21:39.290098
Poor
Yes
Rarely
Apartment
1,521
1,160,165
45
Female
45,185
Single
3
PhD
Unemployed
23.624134
Urban
Comprehensive
null
9
416
3
2024-03-05 15:21:39.232526
Average
Yes
Weekly
Apartment
730
1,160,166
50
Male
37,991
Divorced
0
High School
Self-Employed
30.184905
Suburban
Basic
1
10
null
4
2020-05-18 15:21:39.221386
Poor
Yes
Rarely
House
1,197
1,160,167
19
Female
45,318
Married
3
Master's
Employed
14.038315
Urban
Basic
0
11
683
8
2023-03-13 15:21:39.237118
Average
Yes
Monthly
Condo
208
1,160,168
51
Female
12,890
Married
3
Master's
null
21.738164
Rural
Comprehensive
0
14
622
9
2021-12-14 15:21:39.181605
Poor
Yes
Rarely
Apartment
82
1,160,169
26
Male
18,355
Married
3
PhD
Self-Employed
28.869399
Suburban
Comprehensive
0
1
821
3
2023-12-24 15:21:39.276901
Poor
No
Daily
House
50
1,160,170
47
Male
14,787
Divorced
4
High School
Employed
34.722963
Urban
Premium
2
8
837
1
2022-01-13 15:21:39.098696
Poor
Yes
Rarely
House
566
1,160,171
38
Male
34,307
Divorced
0
High School
Employed
31.946503
Suburban
Comprehensive
0
19
710
6
2022-07-08 15:21:39.134960
Good
No
Monthly
Condo
552
1,160,172
38
Female
25,389
Divorced
0
PhD
null
17.929152
Urban
Premium
null
10
658
8
2022-10-13 15:21:39.098696
Good
No
Monthly
Apartment
1,160
1,160,173
41
Female
24,446
Single
1
PhD
Unemployed
39.288846
Suburban
Comprehensive
0
6
707
4
2023-02-13 15:21:39.246098
Poor
Yes
Daily
House
717
1,160,174
59
Female
106,094
Married
4
PhD
Self-Employed
21.310812
Suburban
Premium
null
14
333
3
2021-04-21 15:21:39.231531
Good
No
Daily
House
24
1,160,175
49
Male
27,481
Married
3
High School
Employed
29.291899
Suburban
Basic
1
18
710
8
2021-06-01 15:21:39.134960
Good
No
Rarely
Apartment
1,077
1,160,176
52
Male
28,666
Married
2
Master's
Employed
31.611535
Suburban
Basic
null
13
836
8
2020-10-26 15:21:39.271453
Good
No
Daily
House
1,405
1,160,177
35
Female
37,891
Married
3
Bachelor's
Self-Employed
25.166909
Suburban
Comprehensive
null
11
598
9
2020-08-25 15:21:39.202448
Average
Yes
Rarely
House
1,340
1,160,178
60
Male
734
Married
3
High School
null
20.024519
Urban
Basic
0
7
822
9
2023-02-25 15:21:39.082499
Average
No
Monthly
Apartment
3,331
1,160,179
51
Male
3,094
Divorced
null
PhD
null
15.774975
Urban
Comprehensive
null
5
447
6
2022-11-09 15:21:39.091080
Average
Yes
Rarely
Condo
1,609
1,160,180
41
Male
27,947
Single
3
Bachelor's
Employed
28.573347
Rural
Comprehensive
1
6
718
1
2024-01-30 15:21:39.266452
Average
No
Weekly
House
194
1,160,181
57
Male
73,380
Married
0
PhD
Employed
32.156731
Rural
Basic
2
8
798
7
2024-01-01 15:21:39.237118
Average
No
Daily
Condo
274
1,160,182
39
Female
3,284
Divorced
1
PhD
Self-Employed
null
Rural
Comprehensive
1
17
541
9
2021-02-27 15:21:39.123711
Average
No
Monthly
Condo
676
1,160,183
38
Female
32,727
Single
1
High School
Self-Employed
21.907742
Urban
Premium
2
17
null
3
2021-05-24 15:21:39.175719
Average
Yes
Daily
Apartment
1,281
1,160,184
61
Female
24,280
Divorced
4
Bachelor's
null
21.958477
Rural
Basic
0
1
573
1
2021-10-19 15:21:39.126661
Good
Yes
Monthly
House
904
1,160,185
59
Female
2,770
Married
1
Bachelor's
Self-Employed
null
Urban
Basic
0
6
565
8
2020-03-05 15:21:39.237118
Good
No
Weekly
House
1,175
1,160,186
35
Female
30,983
Married
1
Master's
Unemployed
13.738216
Urban
Premium
0
7
779
9
2019-12-16 15:21:39.237118
Average
Yes
Weekly
Condo
549
1,160,187
39
Male
36,566
Married
3
High School
Self-Employed
11.823201
Urban
Premium
1
12
517
7
2023-07-25 15:21:39.166062
Poor
No
Rarely
Condo
1,184
1,160,188
28
Female
18,384
Single
1
Bachelor's
null
26.59841
Rural
Comprehensive
null
1
649
3
2022-01-01 15:21:39.094752
Poor
Yes
Monthly
Apartment
1,032
1,160,189
21
Female
62,471
Single
0
Bachelor's
Employed
45.06885
Suburban
Premium
0
15
361
5
2023-04-02 15:21:39.185215
Average
Yes
Weekly
House
2,134
1,160,190
18
Male
16,091
Single
2
Bachelor's
Employed
26.286029
Rural
Comprehensive
0
14
745
7
2024-05-15 15:21:39.259788
Average
Yes
Monthly
Condo
1,198
1,160,191
27
Male
46,950
Married
0
Bachelor's
Unemployed
24.09172
Suburban
Comprehensive
2
4
493
2
2022-09-04 15:21:39.272456
Poor
No
Monthly
House
2,178
1,160,192
61
Female
30,372
Divorced
4
PhD
null
22.672677
Suburban
Comprehensive
1
10
621
5
2021-01-17 15:21:39.110557
Good
Yes
Rarely
House
871
1,160,193
22
Male
6,509
Divorced
1
Bachelor's
Self-Employed
9.908624
Suburban
Premium
0
14
424
9
2023-10-01 15:21:39.199447
Average
No
Daily
House
893
1,160,194
53
Female
131,826
Divorced
3
Master's
Self-Employed
13.734987
Rural
Basic
1
9
424
5
2023-03-29 15:21:39.092127
Average
Yes
Monthly
House
799
1,160,195
28
Female
1,807
Married
4
PhD
null
27.183909
Suburban
Premium
1
13
378
2
2023-07-29 15:21:39.276388
Average
No
Daily
House
89
1,160,196
61
Female
25,168
Single
1
Bachelor's
Self-Employed
30.624915
Rural
Premium
1
12
545
1
2022-10-25 15:21:39.078837
null
No
Weekly
Condo
807
1,160,197
61
Male
58,305
Divorced
4
PhD
Unemployed
22.478311
Suburban
Basic
2
3
null
2
2020-05-18 15:21:39.198406
null
No
Daily
House
3,165
1,160,198
53
Female
72,271
Married
null
Bachelor's
Employed
37.844247
Urban
Premium
null
10
775
9
2019-08-20 15:21:39.149731
Poor
No
Daily
House
431
1,160,199
41
Male
13,253
Married
null
PhD
Unemployed
null
Rural
Premium
null
12
830
4
2021-12-30 15:21:39.200452
Good
No
Rarely
Apartment
1,099