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
9,100
51
Male
16,121
Single
null
High School
null
11.656576
Suburban
Basic
0
13
566
4
2020-05-12 15:21:39.222387
Good
Yes
Daily
House
792
9,101
30
Female
17,111
Single
0
Master's
Unemployed
50.984583
Urban
Comprehensive
null
18
null
8
2020-04-29 15:21:39.093681
Good
No
Rarely
Apartment
1,246
9,102
56
Female
2,096
Single
0
Master's
Unemployed
34.257634
Suburban
Basic
2
4
721
5
2023-07-03 15:21:39.254678
Good
Yes
Rarely
House
1,329
9,103
52
Male
50,897
Divorced
3
Master's
Unemployed
4.678524
Rural
Comprehensive
2
14
403
3
2020-12-26 15:21:39.237118
Poor
No
Rarely
Apartment
2,589
9,104
20
Female
136,733
Divorced
2
PhD
Self-Employed
13.946107
Urban
Basic
null
4
729
3
2023-02-16 15:21:39.208842
Average
No
Monthly
House
115
9,105
36
Male
1,224
Single
null
PhD
Unemployed
34.766618
Rural
Basic
null
1
313
4
2019-10-26 15:21:39.251142
null
No
Monthly
House
2,045
9,106
61
Male
null
Single
2
Bachelor's
Unemployed
17.054826
Rural
Comprehensive
0
18
404
2
2022-08-19 15:21:39.256696
Average
Yes
Monthly
Condo
1,410
9,107
26
Male
127,589
Married
2
PhD
Unemployed
null
Rural
Basic
1
12
762
5
2021-11-12 15:21:39.132191
null
No
Daily
Apartment
100
9,108
25
Female
29,084
Married
4
Bachelor's
null
23.49647
Suburban
Comprehensive
2
17
673
7
2024-07-22 15:21:39.171102
Poor
No
Daily
Condo
354
9,109
48
Female
17,001
Single
3
Master's
Self-Employed
36.742136
Urban
Basic
1
12
788
1
2020-03-17 15:21:39.090124
Good
Yes
Monthly
Apartment
538
9,110
47
Female
null
Single
2
Master's
Unemployed
52.331073
Rural
Basic
3
8
319
6
2021-02-24 15:21:39.096739
Poor
Yes
Monthly
Apartment
715
9,111
26
Male
25,003
Married
0
Master's
null
44.268004
Suburban
Comprehensive
0
3
null
6
2020-09-01 15:21:39.123711
Average
No
Monthly
Condo
628
9,112
43
Female
null
Divorced
3
Bachelor's
null
17.715277
Rural
Premium
1
15
745
3
2022-08-03 15:21:39.155231
Good
No
Weekly
Apartment
354
9,113
41
Female
95,787
Married
null
Bachelor's
Unemployed
15.95747
Suburban
Comprehensive
2
0
756
9
2021-04-19 15:21:39.134960
Poor
Yes
Daily
Apartment
1,873
9,114
53
Male
3,277
Single
3
Bachelor's
null
null
Urban
Basic
1
17
486
6
2024-04-17 15:21:39.155231
Good
No
Monthly
Apartment
1,442
9,115
36
Female
null
Single
null
Bachelor's
Employed
10.077016
Rural
Basic
0
0
null
3
2022-11-01 15:21:39.274993
Average
Yes
Daily
House
65
9,116
52
Female
94,796
Married
null
Master's
null
50.98495
Urban
Basic
1
9
693
5
2021-05-02 15:21:39.155231
Poor
Yes
Monthly
Condo
26
9,117
26
Male
17,607
Married
0
High School
Employed
16.79014
Suburban
Premium
3
0
388
9
2022-11-13 15:21:39.188220
Good
Yes
Weekly
Apartment
1,161
9,118
31
Male
17,803
null
0
PhD
null
23.525955
Suburban
Comprehensive
1
19
781
8
2023-06-01 15:21:39.175719
Good
No
Rarely
Condo
1,347
9,119
25
Female
null
Single
0
PhD
Employed
null
Suburban
Comprehensive
null
1
834
2
2022-07-04 15:21:39.134960
null
No
Rarely
Apartment
715
9,120
54
Female
12,867
Single
3
Master's
null
5.966697
Suburban
Comprehensive
1
6
613
4
2023-05-19 15:21:39.107553
Average
No
Daily
Apartment
160
9,121
60
Male
16,074
Married
1
PhD
null
21.955191
Suburban
Comprehensive
0
1
825
3
2022-07-03 15:21:39.149731
Poor
No
Rarely
Apartment
2,125
9,122
25
Male
29,970
Divorced
3
High School
Self-Employed
14.085183
Urban
Basic
0
8
717
8
2020-01-22 15:21:39.088124
Poor
No
Monthly
Condo
868
9,123
27
Male
99,840
Single
0
Master's
null
29.885087
Suburban
Premium
0
15
825
6
2019-10-09 15:21:39.145732
Good
No
Monthly
Apartment
2,969
9,124
22
Female
4,989
Married
2
High School
Employed
25.391208
Urban
Basic
1
15
845
2
2020-05-31 15:21:39.087123
Good
No
Rarely
Apartment
945
9,125
37
Female
25,148
Divorced
3
Bachelor's
null
45.079311
Suburban
Basic
0
11
722
3
2020-12-27 15:21:39.092127
Good
Yes
Daily
Condo
1,142
9,126
31
Male
52,217
Divorced
3
High School
Self-Employed
15.140092
Urban
Basic
0
12
405
3
2019-12-12 15:21:39.207847
null
Yes
Rarely
Condo
3,512
9,127
32
Female
24,331
Divorced
3
PhD
Unemployed
36.816403
Urban
Comprehensive
1
17
null
7
2021-03-30 15:21:39.237118
Average
Yes
Rarely
Apartment
182
9,128
45
Male
82,755
Married
null
Master's
Employed
9.638696
Rural
Premium
1
19
390
7
2022-03-16 15:21:39.134960
Poor
Yes
Monthly
Condo
1,003
9,129
26
Female
93,271
Divorced
2
High School
Unemployed
18.868923
Rural
Premium
0
10
673
5
2022-10-03 15:21:39.120168
Average
Yes
Weekly
House
195
9,130
23
Female
1,270
Single
4
Bachelor's
Self-Employed
13.818836
Suburban
Premium
1
16
793
1
2020-01-15 15:21:39.253660
Average
Yes
Daily
House
2,374
9,131
33
Female
9,095
Divorced
4
Bachelor's
Employed
25.281409
Rural
Basic
null
8
671
4
2021-05-26 15:21:39.155231
Poor
Yes
Daily
Condo
1,068
9,132
39
Female
11,698
Divorced
0
Bachelor's
null
32.935458
Suburban
Basic
0
6
431
2
2023-04-19 15:21:39.126661
Poor
Yes
Weekly
Apartment
1,118
9,133
51
Male
30,368
Divorced
4
Master's
Employed
23.356371
Urban
Premium
1
13
797
1
2020-02-05 15:21:39.244069
Good
Yes
Daily
Condo
2,237
9,134
60
Female
2,912
Married
null
Bachelor's
null
44.095045
Urban
Premium
null
6
778
4
2022-06-03 15:21:39.198406
null
No
Rarely
Condo
901
9,135
26
Male
52,550
Married
3
Bachelor's
Unemployed
35.846452
Rural
Premium
2
5
795
6
2024-05-12 15:21:39.126661
Poor
No
Daily
House
434
9,136
60
Male
37,731
Married
1
High School
Employed
12.702773
Urban
Basic
null
3
644
9
2020-07-16 15:21:39.281787
Poor
No
Monthly
House
1,659
9,137
41
Female
27,982
Divorced
0
Bachelor's
Employed
17.959227
Suburban
Premium
null
7
544
9
2020-03-15 15:21:39.237118
Good
No
Weekly
House
785
9,138
38
Female
17,251
Divorced
4
PhD
null
39.427767
Rural
Basic
2
9
697
5
2020-09-15 15:21:39.237118
Good
Yes
Monthly
Apartment
2,374
9,139
62
Female
31,902
null
1
Bachelor's
null
10.74635
Rural
Comprehensive
1
17
498
7
2021-01-01 15:21:39.134960
null
Yes
Daily
Condo
549
9,140
19
Female
3,810
Married
3
Master's
Self-Employed
8.724404
Urban
Premium
null
10
815
1
2022-05-15 15:21:39.155231
Good
No
Weekly
House
45
9,141
21
Female
17,415
Single
3
High School
null
7.065323
Rural
Premium
null
7
742
6
2023-02-12 15:21:39.155231
Poor
Yes
Monthly
Apartment
365
9,142
45
Female
6,964
Divorced
1
Bachelor's
Self-Employed
42.315328
Suburban
Comprehensive
0
16
692
9
2024-07-06 15:21:39.211806
Good
Yes
Daily
Condo
506
9,143
64
Female
5,737
Divorced
2
Master's
Unemployed
27.527358
Suburban
Basic
null
3
710
5
2023-01-03 15:21:39.126661
Poor
No
Daily
House
532
9,144
22
Female
145,718
Married
0
High School
null
34.826888
Suburban
Premium
null
6
447
3
2023-11-14 15:21:39.126661
Average
No
Weekly
House
130
9,145
32
Female
9,087
Single
1
Master's
Self-Employed
20.826189
Suburban
Premium
null
5
523
7
2020-01-28 15:21:39.095696
Good
Yes
Monthly
Condo
723
9,146
62
Male
24,892
Divorced
4
High School
null
26.926681
Urban
Comprehensive
1
1
453
3
2021-02-16 15:21:39.155231
Poor
No
Daily
Apartment
2,144
9,147
53
Male
75,941
Single
0
Master's
Unemployed
20.982397
Suburban
Basic
0
15
587
3
2022-04-26 15:21:39.202448
Average
No
Rarely
Apartment
397
9,148
null
Male
106,963
Single
2
PhD
Unemployed
52.612314
Suburban
Basic
0
6
571
9
2024-04-03 15:21:39.226954
Poor
No
Monthly
House
876
9,149
61
Male
70,468
Married
0
PhD
null
22.17372
Rural
Basic
null
13
315
6
2023-03-18 15:21:39.155231
Good
Yes
Weekly
Condo
704
9,150
31
Female
25,602
Married
1
Bachelor's
Self-Employed
17.97984
Urban
Basic
null
10
706
3
2023-09-14 15:21:39.102694
Poor
No
Daily
Apartment
1,266
9,151
29
Male
1,064
Divorced
1
Master's
Unemployed
28.611317
Rural
Premium
1
11
766
8
2022-10-17 15:21:39.134960
Average
Yes
Daily
Apartment
364
9,152
null
Female
46,210
Married
3
Master's
Unemployed
24.758571
Rural
Basic
null
1
727
5
2023-10-01 15:21:39.134960
Average
No
Rarely
Condo
27
9,153
20
Female
6,791
Single
null
Master's
Self-Employed
24.937621
Urban
Premium
null
19
566
8
2022-02-02 15:21:39.173834
Poor
No
Rarely
House
958
9,154
30
Male
1,140
Single
4
PhD
Self-Employed
36.3269
Urban
Basic
2
17
626
8
2021-02-02 15:21:39.271453
Average
No
Rarely
House
762
9,155
59
Male
24,552
Single
0
PhD
null
15.827077
Rural
Premium
null
7
838
9
2024-02-03 15:21:39.237118
Average
Yes
Weekly
House
855
9,156
36
Male
19,265
Single
0
Master's
null
37.884883
Urban
Comprehensive
null
0
417
6
2023-01-28 15:21:39.244069
Good
No
Daily
Apartment
1,745
9,157
40
Male
46,884
Married
1
Master's
Self-Employed
23.077938
Suburban
Comprehensive
null
11
629
1
2022-08-22 15:21:39.134960
Good
No
Daily
Apartment
48
9,158
42
Female
10,335
Divorced
2
Bachelor's
null
9.487855
Suburban
Basic
0
16
648
9
2021-04-19 15:21:39.204790
Poor
Yes
Monthly
Apartment
694
9,159
49
Female
11,298
Divorced
1
Bachelor's
Unemployed
3.918916
Suburban
Premium
1
6
454
6
2023-06-24 15:21:39.197445
Good
Yes
Weekly
House
694
9,160
51
Male
61,354
Married
0
PhD
Unemployed
24.396415
Urban
Basic
1
10
null
6
2021-03-29 15:21:39.237118
Average
Yes
Daily
Apartment
394
9,161
26
Male
5,038
Single
0
Master's
Employed
29.914794
Suburban
Comprehensive
1
0
null
8
2021-10-10 15:21:39.134960
Good
No
Daily
Condo
1,206
9,162
30
Female
134,474
Divorced
4
Bachelor's
Self-Employed
49.25671
Rural
Basic
null
1
398
8
2022-04-25 15:21:39.191219
null
Yes
Monthly
House
1,629
9,163
26
Female
10,888
Divorced
0
High School
null
3.262131
Urban
Basic
2
17
525
2
2023-02-06 15:21:39.208842
Good
No
Monthly
Condo
883
9,164
33
Male
818
Married
0
PhD
Unemployed
31.671733
Urban
Basic
0
6
567
4
2020-07-05 15:21:39.237118
Poor
Yes
Monthly
House
187
9,165
35
Female
22,690
Married
4
Bachelor's
null
6.053081
Suburban
Basic
null
4
720
2
2022-05-21 15:21:39.126661
Good
No
Rarely
House
1,577
9,166
27
Female
3,279
Married
1
Master's
null
17.649376
Urban
Basic
0
16
407
5
2024-03-30 15:21:39.261856
Poor
Yes
Weekly
Apartment
885
9,167
59
Male
28,583
Divorced
2
PhD
null
22.184446
Suburban
Basic
1
5
538
3
2021-01-02 15:21:39.248098
Good
No
Rarely
House
1,432
9,168
28
Female
25,166
Divorced
0
Bachelor's
Employed
47.887949
Rural
Premium
1
18
632
3
2021-09-26 15:21:39.092127
Poor
Yes
Weekly
House
1,847
9,169
36
Male
46,547
Divorced
null
Master's
Employed
9.054278
Rural
Comprehensive
0
17
358
8
2024-06-27 15:21:39.095696
Average
No
Daily
House
1,170
9,170
64
Male
2,071
Married
0
Master's
Employed
29.868991
Rural
Premium
1
16
562
1
2023-08-18 15:21:39.250151
null
Yes
Weekly
Apartment
1,598
9,171
47
Female
60,760
Divorced
2
PhD
Self-Employed
12.829262
Rural
Comprehensive
0
14
486
1
2024-06-17 15:21:39.134960
Poor
Yes
Rarely
Apartment
23
9,172
39
Female
51,588
Divorced
4
PhD
null
32.589036
Suburban
Comprehensive
3
19
505
9
2021-07-24 15:21:39.281787
Poor
Yes
Monthly
Condo
1,727
9,173
23
Male
6,968
null
2
PhD
Employed
40.743266
Urban
Premium
null
8
748
2
2022-07-04 15:21:39.202448
Average
Yes
Monthly
House
1,811
9,174
64
Female
24,552
Married
0
Bachelor's
null
10.671317
Suburban
Premium
null
14
null
6
2022-06-25 15:21:39.285112
Average
Yes
Weekly
Apartment
872
9,175
23
Male
36,193
Single
3
Bachelor's
Employed
28.984514
Urban
Comprehensive
null
13
378
1
2022-05-27 15:21:39.206847
Average
No
Daily
Apartment
1,840
9,176
35
Female
21,578
Divorced
4
Master's
null
35.736827
Suburban
Basic
null
8
636
2
2024-04-29 15:21:39.264504
Poor
No
Monthly
Apartment
614
9,177
42
Male
15,886
Single
3
PhD
null
null
Rural
Basic
null
16
704
6
2023-12-10 15:21:39.144722
Poor
No
Weekly
Apartment
609
9,178
25
Male
null
Married
3
Master's
Employed
28.894552
Rural
Basic
1
13
647
6
2022-06-07 15:21:39.133866
Poor
No
Rarely
Apartment
319
9,179
43
Male
58,819
Single
0
Bachelor's
Unemployed
27.491428
Rural
Premium
2
11
685
8
2021-08-07 15:21:39.143708
Average
Yes
Weekly
Condo
38
9,180
37
Male
38,395
Married
0
High School
Unemployed
41.01163
Urban
Comprehensive
null
17
555
4
2021-05-21 15:21:39.244069
Poor
No
Weekly
Apartment
767
9,181
32
Female
3,645
Single
1
High School
Unemployed
45.439027
Urban
Basic
4
2
null
1
2021-05-02 15:21:39.237118
Average
Yes
Daily
Condo
3,912
9,182
20
Female
33,803
Divorced
3
High School
null
14.382823
Urban
Basic
1
17
758
7
2021-09-09 15:21:39.087123
Average
No
Monthly
Apartment
903
9,183
34
Male
3,770
Single
4
Bachelor's
Unemployed
41.4561
Urban
Comprehensive
null
14
669
6
2019-09-02 15:21:39.134960
Poor
No
Monthly
Condo
666
9,184
31
Female
5,050
Divorced
1
Bachelor's
Employed
7.903515
Rural
Basic
null
6
629
4
2022-08-03 15:21:39.256696
Average
No
Weekly
Apartment
798
9,185
59
Female
1,310
Single
1
Master's
null
50.924882
Urban
Premium
1
8
739
5
2023-03-18 15:21:39.155231
Average
Yes
Daily
House
158
9,186
47
Male
39,764
Divorced
2
Bachelor's
null
28.291289
Suburban
Comprehensive
null
2
687
3
2022-04-03 15:21:39.082499
Poor
No
Weekly
Condo
2,058
9,187
33
Male
32,016
Married
null
Bachelor's
null
25.261825
Suburban
Premium
1
16
595
7
2022-12-17 15:21:39.081504
Average
No
Rarely
Condo
1,345
9,188
58
Male
3,689
Married
4
High School
Employed
12.44667
Rural
Premium
1
4
657
2
2021-05-26 15:21:39.146733
Good
No
Weekly
Condo
3,839
9,189
51
Female
66,093
Married
0
Master's
Unemployed
24.907649
Suburban
Premium
2
1
306
7
2020-07-10 15:21:39.199447
Good
No
Weekly
House
406
9,190
49
Male
11,271
Single
0
High School
Self-Employed
39.297329
Urban
Premium
null
7
685
5
2022-10-21 15:21:39.087123
Poor
No
Daily
Condo
1,802
9,191
56
Male
44,789
Married
4
Bachelor's
Employed
22.817606
Rural
Premium
0
6
655
2
2023-09-03 15:21:39.172097
Good
Yes
Monthly
House
907
9,192
21
Male
20,556
Married
4
PhD
Employed
18.57342
Suburban
Basic
null
10
690
3
2022-05-30 15:21:39.120168
Good
No
Daily
House
1,740
9,193
64
Male
8,760
Divorced
null
Master's
null
16.307093
Suburban
Premium
null
5
838
1
2021-07-17 15:21:39.288099
Average
Yes
Rarely
Condo
386
9,194
23
Male
27,863
Married
1
Master's
Self-Employed
26.790425
Rural
Basic
0
0
null
3
2023-02-14 15:21:39.288099
Good
No
Daily
House
2,454
9,195
60
Female
45,936
Single
3
Bachelor's
null
22.92936
Urban
Premium
0
19
537
1
2022-01-26 15:21:39.226954
Average
Yes
Rarely
Condo
23
9,196
57
Female
5,510
Married
1
Bachelor's
Unemployed
37.773072
Urban
Basic
0
15
485
8
2020-11-05 15:21:39.132191
Average
Yes
Monthly
Condo
2,716
9,197
43
Male
1,070
Single
1
PhD
Unemployed
45.074944
Suburban
Comprehensive
3
4
803
5
2020-11-20 15:21:39.132191
Good
Yes
Daily
House
3,166
9,198
23
Male
35,475
Married
2
PhD
Employed
11.279976
Suburban
Premium
null
14
569
4
2020-03-22 15:21:39.171102
null
No
Weekly
Apartment
452
9,199
44
Female
16,114
Married
2
PhD
Self-Employed
27.605878
Urban
Comprehensive
1
3
719
8
2024-04-21 15:21:39.168099
null
Yes
Rarely
Condo
834