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
16,100
39
Female
1,499
Single
null
Master's
Employed
37.240418
Urban
Basic
1
9
452
1
2022-05-19 15:21:39.166062
Good
Yes
Weekly
Apartment
1,099
16,101
32
Male
31,471
Divorced
0
Master's
Unemployed
29.46574
Rural
Premium
1
11
558
6
2023-02-01 15:21:39.274993
Average
No
Rarely
House
1,177
16,102
20
Male
null
Single
4
Bachelor's
Employed
17.990901
Urban
Comprehensive
1
3
693
3
2021-06-19 15:21:39.126661
Poor
No
Rarely
Apartment
232
16,103
35
Male
617
Divorced
2
High School
Unemployed
24.597636
Suburban
Premium
0
2
null
2
2024-07-18 15:21:39.261856
Good
No
Daily
House
292
16,104
30
Female
72,510
Married
3
Master's
null
31.052466
Rural
Basic
0
5
411
6
2021-01-14 15:21:39.170099
Average
No
Daily
Apartment
305
16,105
20
Male
105,578
Divorced
null
Bachelor's
null
30.017561
Suburban
Premium
null
3
null
4
2022-11-08 15:21:39.093681
Average
No
Rarely
House
397
16,106
27
Male
558
Single
2
Bachelor's
Employed
null
Rural
Basic
null
10
661
3
2020-06-20 15:21:39.237118
Poor
Yes
Monthly
House
813
16,107
39
Male
28,776
Single
2
Master's
Self-Employed
28.656929
Rural
Premium
0
2
506
4
2020-02-10 15:21:39.187211
Good
No
Monthly
Apartment
494
16,108
51
Female
69,299
Married
0
Bachelor's
Self-Employed
33.37843
Rural
Basic
1
0
313
8
2024-07-16 15:21:39.278402
Average
No
Monthly
Condo
1,114
16,109
54
Female
3,099
Single
1
PhD
Self-Employed
13.660801
Rural
Premium
0
6
622
4
2023-09-28 15:21:39.256696
Good
No
Daily
House
1,855
16,110
62
Male
34,719
Divorced
0
PhD
null
33.764685
Rural
Comprehensive
null
1
null
8
2020-10-13 15:21:39.145732
Average
No
Rarely
House
133
16,111
35
Female
129,702
Divorced
0
PhD
null
26.388943
Suburban
Premium
null
3
505
1
2023-06-20 15:21:39.105504
null
No
Daily
Condo
226
16,112
29
Male
8,096
Single
2
PhD
Unemployed
31.01842
Suburban
Premium
2
0
574
9
2020-11-02 15:21:39.194829
Average
No
Rarely
House
419
16,113
49
Male
16,072
Married
4
Bachelor's
null
15.613844
Urban
Premium
0
4
658
9
2024-01-25 15:21:39.250151
Average
No
Rarely
Condo
1,262
16,114
32
Female
1,033
Married
1
Bachelor's
Employed
12.351776
Urban
Comprehensive
2
10
null
9
2021-03-21 15:21:39.134960
Good
Yes
Rarely
Condo
1,547
16,115
61
Male
18,116
Married
null
PhD
Self-Employed
28.539137
Suburban
Comprehensive
0
6
null
5
2024-02-01 15:21:39.134960
Average
No
Daily
Apartment
1,086
16,116
24
Male
25,378
Married
1
PhD
null
null
Urban
Comprehensive
0
10
603
5
2022-01-02 15:21:39.151732
Poor
Yes
Daily
Apartment
2,265
16,117
24
Male
38,969
Married
4
High School
Self-Employed
null
Suburban
Comprehensive
null
11
793
2
2020-12-13 15:21:39.134960
Poor
No
Daily
House
618
16,118
63
Female
40,753
Single
3
Bachelor's
Self-Employed
27.049595
Urban
Comprehensive
0
5
null
4
2023-01-07 15:21:39.219432
null
No
Monthly
House
860
16,119
60
Male
37,006
Divorced
0
Bachelor's
null
14.687005
Urban
Premium
1
11
null
1
2022-10-05 15:21:39.175719
Average
No
Weekly
House
580
16,120
24
Male
6,930
Married
4
Master's
Self-Employed
38.927227
Urban
Comprehensive
0
5
747
2
2024-06-07 15:21:39.134960
Poor
Yes
Weekly
House
150
16,121
44
Female
37,188
Divorced
2
Master's
Employed
44.813393
Rural
Premium
3
11
816
8
2019-11-29 15:21:39.251142
Good
Yes
Daily
Apartment
672
16,122
61
Male
83,383
Single
0
Master's
Self-Employed
12.689215
Urban
Comprehensive
0
19
759
5
2021-11-06 15:21:39.254678
Average
Yes
Monthly
House
119
16,123
21
Male
4,366
Single
4
Bachelor's
null
18.87915
Urban
Comprehensive
null
14
687
9
2022-03-09 15:21:39.155231
Poor
Yes
Monthly
Apartment
2,413
16,124
58
Female
43,869
Divorced
3
High School
Employed
6.813332
Rural
Basic
2
18
763
2
2021-07-19 15:21:39.279729
Average
No
Rarely
Apartment
1,056
16,125
50
Male
36,504
Single
4
Bachelor's
Self-Employed
21.857217
Rural
Comprehensive
0
16
541
3
2021-09-23 15:21:39.226954
Average
No
Weekly
House
2,456
16,126
40
Male
78,948
null
1
High School
Unemployed
9.924024
Rural
Premium
1
6
761
2
2022-04-26 15:21:39.128286
Poor
Yes
Weekly
House
181
16,127
61
Female
5,910
Married
4
High School
Employed
null
Rural
Premium
1
9
561
9
2022-02-28 15:21:39.113566
Average
Yes
Rarely
Condo
963
16,128
29
Male
3,133
Married
3
PhD
null
22.287778
Rural
Basic
0
17
575
7
2020-07-09 15:21:39.122134
Good
No
Daily
House
2,306
16,129
61
Female
20,252
Married
0
High School
null
6.42878
Urban
Premium
0
18
666
7
2020-10-29 15:21:39.204201
Poor
No
Monthly
Apartment
637
16,130
31
Male
113,816
Divorced
2
Master's
Self-Employed
30.59476
Urban
Comprehensive
1
1
360
8
2020-09-03 15:21:39.223901
Good
No
Daily
Condo
262
16,131
30
Male
3,904
Divorced
0
High School
Unemployed
13.420058
Suburban
Premium
0
1
678
7
2020-01-19 15:21:39.268507
Good
No
Daily
House
4,049
16,132
24
Female
114,591
Married
3
PhD
Employed
12.095517
Rural
Basic
null
12
312
1
2020-09-16 15:21:39.274993
Good
No
Rarely
Apartment
379
16,133
null
Female
39,649
Divorced
0
Master's
null
16.697598
Suburban
Basic
1
17
845
9
2024-04-19 15:21:39.128286
Average
Yes
Weekly
House
482
16,134
53
Male
43,989
Divorced
2
Master's
null
29.56698
Urban
Basic
1
6
654
7
2022-05-26 15:21:39.087123
Average
No
Monthly
Apartment
1,461
16,135
25
Female
67,423
Single
4
PhD
Employed
18.01707
Suburban
Basic
null
13
432
7
2024-04-26 15:21:39.182597
Average
Yes
Monthly
House
1,881
16,136
37
Male
38,161
Married
2
Master's
Self-Employed
9.113081
Suburban
Comprehensive
0
14
821
8
2022-12-27 15:21:39.247098
Good
Yes
Monthly
Condo
1,036
16,137
56
Female
36,825
Divorced
4
Bachelor's
Unemployed
27.788904
Suburban
Premium
null
17
550
3
2021-09-25 15:21:39.288099
Good
No
Monthly
House
855
16,138
26
Male
33,849
Single
4
Master's
null
31.865152
Suburban
Premium
null
10
362
1
2023-05-18 15:21:39.100695
Poor
No
Rarely
House
1,443
16,139
50
Female
295
Married
null
Bachelor's
Self-Employed
17.939139
Suburban
Premium
0
11
804
8
2024-08-13 15:21:39.214388
Good
Yes
Daily
Condo
684
16,140
24
Male
60,793
Divorced
1
High School
Employed
13.637681
Suburban
Premium
null
10
453
7
2022-11-28 15:21:39.237118
Average
Yes
Rarely
Condo
1,193
16,141
53
Male
23,768
Married
3
Bachelor's
null
15.38852
Urban
Basic
1
0
543
3
2021-07-13 15:21:39.155231
Poor
Yes
Weekly
House
1,353
16,142
50
Female
null
Married
4
Master's
Unemployed
42.097641
Suburban
Basic
2
15
319
9
2024-07-27 15:21:39.282785
Good
Yes
Daily
Apartment
29
16,143
52
Male
1,049
Married
0
PhD
Employed
30.053642
Rural
Premium
null
13
null
6
2023-06-26 15:21:39.146733
null
Yes
Weekly
Condo
656
16,144
49
Female
82,427
Married
null
PhD
Self-Employed
13.504996
Rural
Premium
1
17
368
3
2022-05-10 15:21:39.206847
Average
Yes
Rarely
Condo
515
16,145
44
Male
3,076
Single
1
PhD
null
37.918679
Rural
Comprehensive
2
4
803
8
2024-06-21 15:21:39.082499
Good
Yes
Rarely
House
1,094
16,146
35
Female
6,577
Single
3
Master's
Unemployed
12.954731
Rural
Basic
null
4
738
2
2022-10-24 15:21:39.260856
Average
Yes
Monthly
House
747
16,147
40
Male
6,894
Single
3
Master's
Unemployed
27.868997
Rural
Basic
1
5
477
1
2022-10-13 15:21:39.279729
Good
No
Rarely
Condo
719
16,148
34
Male
23,324
Married
2
Master's
Unemployed
12.170835
Rural
Premium
1
13
440
8
2023-04-19 15:21:39.120168
Average
Yes
Monthly
Condo
486
16,149
49
Female
42,698
Married
2
PhD
Employed
18.749626
Suburban
Premium
null
6
530
7
2022-02-21 15:21:39.175719
Good
Yes
Rarely
House
2,467
16,150
19
Female
3,655
Divorced
3
Bachelor's
Self-Employed
37.295541
Urban
Premium
null
13
313
5
2022-08-10 15:21:39.095696
Average
No
Monthly
Apartment
1,242
16,151
51
Male
null
Single
4
PhD
Employed
8.002789
Urban
Premium
1
16
454
6
2023-11-20 15:21:39.191219
Average
No
Weekly
Apartment
1,876
16,152
37
Female
15,255
Married
4
High School
null
29.267981
Urban
Premium
1
9
798
9
2021-05-09 15:21:39.257696
Poor
Yes
Rarely
Apartment
1,584
16,153
53
Male
25,720
Divorced
4
Bachelor's
Unemployed
11.236778
Suburban
Premium
0
12
806
5
2022-06-22 15:21:39.223901
Good
No
Rarely
Apartment
652
16,154
18
Female
14,098
Married
3
High School
Unemployed
18.848785
Urban
Basic
1
17
591
6
2023-03-06 15:21:39.218388
Poor
No
Monthly
Condo
708
16,155
40
Female
9,981
Married
2
Bachelor's
Unemployed
22.879821
Urban
Premium
1
9
678
3
2023-02-10 15:21:39.248098
Poor
No
Daily
Condo
661
16,156
18
Male
26,126
Divorced
1
PhD
Employed
16.617434
Suburban
Basic
0
17
644
1
2021-10-30 15:21:39.096739
Good
Yes
Rarely
House
612
16,157
42
Male
12,957
Married
null
Master's
Unemployed
47.914578
Rural
Comprehensive
0
7
661
2
2023-05-11 15:21:39.149731
Good
No
Rarely
Apartment
1,154
16,158
37
Female
22,655
Married
4
Bachelor's
Employed
18.827246
Rural
Basic
1
18
539
1
2021-06-07 15:21:39.266452
Average
No
Rarely
House
330
16,159
54
Female
6,947
Married
2
Bachelor's
null
24.476781
Suburban
Basic
2
11
667
6
2020-02-17 15:21:39.230483
Average
Yes
Weekly
Apartment
811
16,160
21
Male
23,173
Married
2
High School
Employed
6.053658
Urban
Comprehensive
0
17
761
1
2020-12-13 15:21:39.155231
Poor
No
Rarely
House
1,006
16,161
38
Male
2,742
Single
4
PhD
null
11.917583
Suburban
Premium
0
0
567
5
2023-09-20 15:21:39.168099
Good
Yes
Monthly
Condo
3,299
16,162
31
Female
90,881
Married
1
High School
Employed
36.784618
Rural
Comprehensive
1
7
null
5
2024-06-04 15:21:39.106582
Average
Yes
Rarely
Apartment
4,504
16,163
45
Male
32,317
Single
0
PhD
Unemployed
38.90795
Urban
Premium
1
5
630
3
2020-03-28 15:21:39.155231
Poor
Yes
Rarely
House
1,414
16,164
30
Female
42,323
Divorced
1
PhD
Unemployed
10.66732
Urban
Premium
1
5
711
5
2022-03-09 15:21:39.229482
Average
Yes
Weekly
House
3,221
16,165
24
Male
20,720
Married
1
PhD
Employed
46.835942
Rural
Premium
null
16
null
8
2022-06-27 15:21:39.126661
Good
No
Rarely
House
531
16,166
21
Male
30,862
Divorced
0
Bachelor's
Unemployed
36.739831
Rural
Premium
1
3
728
5
2023-05-12 15:21:39.223901
Average
Yes
Weekly
Condo
733
16,167
62
Female
23,860
Married
2
Bachelor's
Employed
30.058582
Urban
Comprehensive
0
6
590
5
2022-10-08 15:21:39.200452
Average
Yes
Monthly
House
1,086
16,168
54
Female
8,096
Married
3
Master's
Unemployed
31.891708
Urban
Premium
null
13
815
7
2024-06-14 15:21:39.081504
Average
Yes
Monthly
Condo
1,098
16,169
21
Male
25,863
Single
null
High School
Self-Employed
29.444881
Suburban
Comprehensive
0
8
590
9
2021-10-02 15:21:39.155231
Average
Yes
Rarely
Condo
776
16,170
45
Male
14,819
Single
2
Master's
Self-Employed
22.738317
Rural
Premium
2
13
662
9
2021-05-04 15:21:39.265513
Good
No
Daily
Apartment
141
16,171
46
Female
25,800
Married
0
Master's
Employed
47.924563
Rural
Basic
0
8
551
8
2023-12-14 15:21:39.155231
Poor
Yes
Monthly
House
2,924
16,172
48
Male
93,060
null
2
PhD
Employed
null
Suburban
Basic
1
6
585
1
2024-06-10 15:21:39.221386
Average
No
Daily
Apartment
431
16,173
32
Male
788
Single
0
Bachelor's
Unemployed
null
Urban
Comprehensive
0
4
654
6
2023-02-04 15:21:39.125660
Good
No
Rarely
Apartment
651
16,174
40
Female
5,546
Married
4
PhD
Self-Employed
32.439712
Suburban
Premium
null
6
708
2
2024-04-22 15:21:39.121169
Good
Yes
Rarely
Apartment
788
16,175
44
Male
4,958
Married
1
Master's
Employed
35.964189
Rural
Basic
null
0
829
6
2023-02-28 15:21:39.173834
Average
No
Daily
House
2,593
16,176
21
Female
2,492
Single
2
Bachelor's
Unemployed
10.168839
Rural
Comprehensive
2
9
424
1
2021-09-15 15:21:39.268507
Poor
No
Weekly
Apartment
819
16,177
19
Female
30,235
Married
4
PhD
Unemployed
48.416327
Suburban
Comprehensive
1
3
835
2
2021-06-18 15:21:39.085129
Good
No
Weekly
House
2,141
16,178
49
Female
104,035
Married
2
PhD
Unemployed
22.064246
Suburban
Basic
3
10
488
1
2021-08-28 15:21:39.273973
Average
Yes
Weekly
Apartment
1,269
16,179
33
Female
18,759
Divorced
null
Bachelor's
Employed
17.552587
Suburban
Premium
3
6
807
4
2023-05-18 15:21:39.247098
Good
Yes
Daily
House
1,442
16,180
22
Female
3,094
Divorced
4
Master's
Self-Employed
46.097978
Urban
Premium
null
14
null
3
2019-11-19 15:21:39.274993
Poor
No
Monthly
Condo
1,032
16,181
28
Female
75,352
Married
0
Bachelor's
Unemployed
34.452461
Rural
Comprehensive
0
19
null
6
2023-09-22 15:21:39.084065
Average
Yes
Daily
House
158
16,182
47
Male
18,152
Single
0
PhD
Self-Employed
19.069119
Urban
Premium
0
16
null
4
2024-03-08 15:21:39.134960
Average
Yes
Rarely
Apartment
3,511
16,183
22
Female
17,097
Divorced
1
PhD
Employed
23.818462
Rural
Premium
0
6
524
6
2024-01-16 15:21:39.278402
Poor
Yes
Monthly
Apartment
1,122
16,184
19
Female
137,775
Single
1
PhD
Self-Employed
35.329212
Urban
Premium
1
19
312
2
2022-09-21 15:21:39.102694
Average
Yes
Rarely
Apartment
1,520
16,185
19
Male
35,017
Single
3
PhD
Self-Employed
7.734775
Rural
Premium
null
16
594
6
2021-07-10 15:21:39.250151
Average
Yes
Weekly
House
1,827
16,186
61
Male
43,714
Married
2
Master's
null
20.637704
Suburban
Basic
null
12
441
4
2020-01-28 15:21:39.265513
Poor
Yes
Weekly
Condo
538
16,187
22
Male
35,781
Divorced
1
Master's
null
28.486923
Rural
Premium
0
7
476
7
2022-06-09 15:21:39.105192
Good
No
Daily
Condo
638
16,188
54
Female
37,398
Divorced
1
PhD
Unemployed
29.297312
Urban
Comprehensive
null
7
805
1
2021-12-17 15:21:39.134960
Poor
Yes
Rarely
Apartment
534
16,189
34
Male
39,883
Married
2
Master's
Employed
5.817435
Rural
Basic
1
3
675
2
2021-02-08 15:21:39.282785
Good
Yes
Rarely
Apartment
872
16,190
29
Female
1,526
Divorced
2
Master's
Employed
26.423827
Urban
Basic
null
9
590
3
2020-05-01 15:21:39.259788
Average
Yes
Weekly
House
192
16,191
37
Male
19,787
Married
4
PhD
Unemployed
17.641141
Rural
Basic
null
11
746
2
2021-11-17 15:21:39.255696
Good
No
Weekly
Apartment
952
16,192
62
Male
43,826
null
4
PhD
Self-Employed
20.123685
Urban
Comprehensive
2
0
742
2
2024-02-21 15:21:39.186212
Average
Yes
Weekly
House
1,226
16,193
61
Male
4,572
Divorced
2
High School
null
24.757779
Urban
Premium
0
1
428
6
2021-10-31 15:21:39.261856
Good
No
Rarely
Condo
163
16,194
52
Male
14,098
Divorced
null
Master's
Self-Employed
42.567281
Suburban
Basic
1
5
null
9
2023-07-31 15:21:39.254678
Average
Yes
Weekly
Condo
826
16,195
36
Male
44,711
Single
null
Master's
Employed
25.121479
Rural
Premium
null
11
582
4
2023-04-15 15:21:39.177724
Poor
Yes
Weekly
House
939
16,196
30
Male
2,861
Single
3
Bachelor's
null
35.5642
Suburban
Premium
null
14
512
5
2020-12-14 15:21:39.084065
Average
Yes
Rarely
Apartment
243
16,197
48
Female
39,902
Single
4
Bachelor's
Unemployed
22.696679
Suburban
Premium
null
2
560
5
2024-06-13 15:21:39.268507
Poor
Yes
Monthly
Condo
1,194
16,198
55
Female
null
Divorced
2
PhD
Employed
25.90765
Urban
Premium
null
0
554
1
2023-05-07 15:21:39.093681
Good
Yes
Weekly
House
386
16,199
64
Male
37,407
Single
4
Master's
Employed
30.574494
Urban
Premium
1
19
619
7
2023-05-25 15:21:39.264504
Average
Yes
Rarely
Condo
1,501