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
19,100
64
Male
35,692
Married
2
Master's
Self-Employed
22.628569
Urban
Premium
0
4
600
7
2021-12-31 15:21:39.097737
null
Yes
Weekly
Condo
2,026
19,101
52
Male
null
Married
2
Master's
null
9.059312
Rural
Premium
1
15
339
4
2023-10-17 15:21:39.187211
Average
Yes
Rarely
Apartment
1,323
19,102
35
Female
74,963
Married
0
High School
Self-Employed
null
Urban
Basic
0
1
318
2
2024-08-15 15:21:39.237118
Average
No
Daily
Apartment
1,639
19,103
28
Male
3,852
Divorced
3
Bachelor's
Employed
21.716227
Rural
Basic
2
0
476
3
2024-02-25 15:21:39.223901
Good
Yes
Rarely
House
1,476
19,104
29
Male
18,368
Married
2
Master's
Self-Employed
38.648877
Rural
Premium
1
1
798
7
2019-08-24 15:21:39.134960
Poor
Yes
Rarely
House
1,206
19,105
40
Male
13,975
Married
4
Master's
null
33.104448
Urban
Comprehensive
1
8
832
1
2021-09-05 15:21:39.218388
Good
Yes
Daily
Apartment
152
19,106
25
Male
2,145
Single
null
Bachelor's
Employed
27.464868
Urban
Premium
1
18
703
2
2023-06-26 15:21:39.092127
Poor
Yes
Rarely
Condo
141
19,107
40
Male
null
Divorced
2
Master's
Self-Employed
20.142504
Urban
Basic
0
14
324
6
2022-02-12 15:21:39.173834
Poor
Yes
Weekly
Apartment
144
19,108
26
Female
67,894
Divorced
2
High School
null
15.879204
Rural
Premium
1
7
517
1
2023-01-08 15:21:39.134960
Good
Yes
Rarely
House
250
19,109
61
Female
91,052
Married
2
High School
Employed
10.258826
Rural
Premium
0
14
629
6
2022-09-28 15:21:39.134960
Good
Yes
Monthly
Apartment
4,567
19,110
44
Male
5,920
Divorced
null
High School
Employed
19.13486
Suburban
Premium
1
17
783
6
2022-01-31 15:21:39.279729
null
No
Rarely
Condo
860
19,111
64
Female
143,816
Divorced
0
Bachelor's
Unemployed
20.332523
Urban
Basic
0
16
487
5
2023-10-20 15:21:39.193945
Poor
No
Rarely
Apartment
2,096
19,112
18
Female
21,989
Married
0
Master's
null
4.957647
Urban
Premium
0
1
817
9
2019-11-15 15:21:39.092127
Poor
No
Daily
Apartment
1,484
19,113
35
Female
27,569
Married
4
Bachelor's
Self-Employed
33.839161
Urban
Comprehensive
2
9
789
4
2020-09-16 15:21:39.134960
Average
Yes
Daily
Condo
2,213
19,114
null
Male
14,961
Divorced
0
High School
Self-Employed
32.742159
Urban
Basic
1
17
674
5
2022-04-25 15:21:39.188220
Average
No
Daily
House
2,357
19,115
43
Female
11,516
Single
0
High School
Self-Employed
16.203816
Suburban
Basic
1
3
712
8
2020-05-25 15:21:39.124659
Good
Yes
Monthly
Condo
843
19,116
58
Male
23,494
Single
null
High School
Self-Employed
20.051615
Suburban
Premium
null
1
551
3
2021-10-22 15:21:39.091080
Average
Yes
Daily
Condo
1,703
19,117
33
Male
31,671
Single
0
Bachelor's
Unemployed
26.868786
Suburban
Premium
0
7
477
9
2021-09-12 15:21:39.134960
Good
Yes
Monthly
Condo
411
19,118
46
Male
14,122
Single
4
PhD
Unemployed
25.010884
Rural
Basic
null
11
377
2
2022-07-22 15:21:39.134960
Good
No
Monthly
Apartment
1,398
19,119
21
Male
11,510
Single
2
Master's
Self-Employed
28.236444
Suburban
Premium
0
7
null
4
2020-03-13 15:21:39.154008
Good
No
Weekly
Apartment
644
19,120
60
Male
49,638
Divorced
4
PhD
Self-Employed
25.583396
Rural
Basic
0
13
775
4
2020-05-19 15:21:39.094752
Good
No
Weekly
Condo
226
19,121
21
Male
9,096
Married
0
Master's
null
24.926765
Rural
Comprehensive
2
10
511
3
2022-06-29 15:21:39.146733
Average
Yes
Monthly
House
1,410
19,122
54
Female
131,520
Married
1
High School
null
12.991299
Urban
Comprehensive
1
11
383
5
2019-11-12 15:21:39.134960
Average
Yes
Monthly
Condo
830
19,123
63
Male
88,968
Single
0
PhD
Self-Employed
22.252668
Urban
Basic
3
19
462
1
2024-04-05 15:21:39.265513
Good
No
Monthly
Condo
1,160
19,124
35
Male
26,681
Divorced
0
PhD
Self-Employed
12.073431
Rural
Basic
0
6
797
3
2022-06-30 15:21:39.276901
Good
Yes
Rarely
Apartment
631
19,125
55
Male
46,134
Single
0
Master's
null
34.478503
Urban
Premium
null
1
832
7
2023-09-19 15:21:39.247098
null
Yes
Weekly
Apartment
293
19,126
48
Female
61,777
Married
2
Bachelor's
null
17.354571
Urban
Comprehensive
null
4
499
7
2024-04-15 15:21:39.269494
Poor
Yes
Daily
House
270
19,127
41
Male
1,265
Married
null
PhD
null
null
Rural
Premium
0
6
null
9
2023-07-17 15:21:39.134960
Good
No
Rarely
Apartment
1,014
19,128
64
Male
53,859
Married
2
High School
null
52.014481
Suburban
Premium
null
11
484
3
2021-01-07 15:21:39.080440
Good
No
Daily
House
951
19,129
60
Male
29,084
Divorced
2
High School
Self-Employed
40.418926
Rural
Comprehensive
2
1
834
4
2020-11-12 15:21:39.230483
Average
No
Rarely
House
1,096
19,130
21
Male
9,858
Divorced
1
High School
null
18.391214
Rural
Comprehensive
null
4
649
3
2024-06-26 15:21:39.269494
Average
Yes
Daily
House
578
19,131
33
Male
1,249
Single
null
Master's
Self-Employed
20.936274
Rural
Premium
null
1
649
7
2021-03-15 15:21:39.090124
Average
No
Daily
House
2,178
19,132
62
Male
2,353
Married
1
High School
null
28.680971
Suburban
Comprehensive
1
0
459
2
2024-02-18 15:21:39.222387
Good
Yes
Rarely
House
727
19,133
62
Male
43,933
Divorced
3
Bachelor's
Employed
26.560972
Urban
Premium
null
15
523
8
2024-06-30 15:21:39.120168
null
Yes
Daily
House
478
19,134
64
Female
6,744
Single
4
Bachelor's
null
31.596638
Urban
Basic
0
17
635
4
2024-07-11 15:21:39.125660
Good
Yes
Rarely
Condo
614
19,135
51
Female
30,238
Married
2
Master's
Self-Employed
4.81461
Urban
Basic
1
12
345
7
2023-04-10 15:21:39.254678
null
Yes
Daily
House
1,053
19,136
61
Male
1,035
Married
1
PhD
Employed
24.090048
Rural
Comprehensive
2
16
744
9
2021-11-10 15:21:39.219432
Poor
Yes
Daily
House
668
19,137
43
Female
141,336
Married
4
Master's
null
29.098668
Urban
Premium
null
17
496
8
2022-09-24 15:21:39.154008
Good
No
Rarely
Condo
2,456
19,138
47
Male
5,876
Single
3
PhD
Self-Employed
11.049631
Suburban
Premium
1
11
554
5
2022-08-06 15:21:39.237118
Good
No
Daily
House
1,266
19,139
null
Male
31,092
Married
0
Bachelor's
null
21.827672
Rural
Premium
0
5
608
9
2022-06-20 15:21:39.233998
Good
Yes
Daily
Apartment
1,342
19,140
42
Female
17,784
Married
3
Bachelor's
Employed
10.371544
Urban
Comprehensive
2
5
515
1
2021-02-28 15:21:39.237118
Average
Yes
Monthly
House
2,572
19,141
36
Female
44,799
Married
2
High School
null
33.28455
Urban
Premium
null
8
674
5
2023-05-23 15:21:39.209847
Poor
Yes
Daily
Apartment
518
19,142
34
Female
1,210
Single
3
Bachelor's
null
35.653887
Urban
Basic
3
19
590
7
2021-12-20 15:21:39.245086
Average
Yes
Weekly
House
632
19,143
25
Female
17,329
Divorced
3
Bachelor's
null
23.755983
Urban
Premium
1
4
null
8
2020-11-26 15:21:39.260856
Poor
No
Weekly
Apartment
2,914
19,144
44
Female
56,729
Married
4
High School
Self-Employed
37.22696
Suburban
Comprehensive
1
16
424
6
2022-01-08 15:21:39.237118
null
Yes
Monthly
Condo
581
19,145
35
Female
99,891
Single
2
Bachelor's
Self-Employed
39.277628
Rural
Comprehensive
0
12
804
8
2023-03-11 15:21:39.155231
Average
Yes
Daily
Condo
345
19,146
46
Female
91,672
Single
3
Master's
Employed
29.049516
Suburban
Basic
2
13
382
8
2021-05-27 15:21:39.092127
Average
Yes
Weekly
Apartment
716
19,147
37
Male
29,460
Married
4
PhD
null
18.366563
Rural
Basic
0
11
471
9
2021-01-06 15:21:39.099739
Average
No
Monthly
Condo
196
19,148
28
Female
4,739
Divorced
1
Master's
null
39.709828
Urban
Comprehensive
2
16
496
7
2020-10-12 15:21:39.237118
Good
No
Rarely
Apartment
2,830
19,149
35
Male
102,372
Single
4
High School
null
14.231532
Suburban
Premium
1
16
769
4
2021-02-06 15:21:39.134960
Poor
No
Daily
Condo
50
19,150
45
Male
6,881
Divorced
1
Master's
Self-Employed
32.002454
Suburban
Premium
null
15
576
9
2022-06-02 15:21:39.155231
Average
No
Daily
Condo
745
19,151
51
Male
979
Divorced
4
PhD
null
18.079274
Rural
Basic
1
5
703
5
2023-01-18 15:21:39.220389
null
Yes
Monthly
House
699
19,152
53
Male
11,998
Married
0
High School
Employed
5.787079
Urban
Basic
1
13
465
1
2023-05-18 15:21:39.144722
Poor
No
Daily
Condo
2,866
19,153
36
Male
18,114
Married
4
High School
Self-Employed
30.202375
Rural
Basic
1
5
522
8
2020-06-04 15:21:39.290098
Poor
No
Rarely
Apartment
1,657
19,154
64
Female
5,035
Divorced
0
PhD
null
44.08486
Suburban
Basic
1
10
819
1
2024-01-16 15:21:39.176717
Average
Yes
Rarely
Apartment
1,074
19,155
18
Female
6,876
Divorced
3
Bachelor's
Self-Employed
30.77457
Suburban
Premium
0
4
782
2
2024-07-28 15:21:39.134960
Good
Yes
Monthly
House
997
19,156
30
Male
53,344
Single
1
High School
Self-Employed
37.690862
Rural
Premium
3
5
431
4
2021-07-16 15:21:39.088124
Good
Yes
Rarely
Apartment
685
19,157
56
Female
37,253
Married
4
High School
Self-Employed
49.386815
Suburban
Comprehensive
null
1
692
9
2022-12-17 15:21:39.281787
Average
Yes
Rarely
House
841
19,158
33
Female
27,193
Divorced
4
High School
Employed
23.275747
Suburban
Comprehensive
1
17
694
5
2021-10-02 15:21:39.091080
Good
No
Rarely
House
1,029
19,159
40
Male
25,166
Married
2
Master's
Unemployed
12.015732
Urban
Basic
null
18
592
2
2023-06-29 15:21:39.097737
Average
Yes
Rarely
Apartment
642
19,160
38
Female
2,480
Single
1
PhD
Self-Employed
null
Urban
Premium
0
0
506
7
2022-05-02 15:21:39.155231
Poor
Yes
Daily
Condo
553
19,161
34
Male
18,093
Married
2
High School
null
18.76427
Rural
Comprehensive
1
0
602
7
2022-08-26 15:21:39.116179
Poor
Yes
Weekly
Condo
1,476
19,162
20
Male
2,551
Single
1
High School
Employed
34.455824
Rural
Basic
1
1
709
3
2021-10-16 15:21:39.100695
Average
No
Rarely
Apartment
282
19,163
27
Male
40,327
Single
1
PhD
Self-Employed
22.237718
Urban
Premium
2
2
698
5
2022-09-16 15:21:39.261856
Poor
No
Monthly
House
1,156
19,164
44
Male
44,225
Married
4
PhD
Employed
39.527083
Rural
Premium
null
4
491
6
2019-12-17 15:21:39.106582
Average
No
Weekly
Apartment
645
19,165
49
Male
108,934
Married
null
Master's
Employed
36.308872
Suburban
Basic
1
2
615
5
2020-06-23 15:21:39.102694
Average
Yes
Rarely
Condo
196
19,166
51
Male
37,606
Single
null
PhD
Employed
18.065778
Urban
Comprehensive
null
5
747
8
2023-12-03 15:21:39.174719
Average
No
Weekly
Condo
1,887
19,167
28
Female
null
Married
0
Bachelor's
Unemployed
29.066981
Suburban
Comprehensive
null
0
346
6
2024-03-20 15:21:39.155231
null
No
Weekly
Condo
2,481
19,168
25
Male
37,384
Divorced
2
Master's
null
41.071054
Urban
Comprehensive
1
15
689
7
2019-12-10 15:21:39.176717
Poor
Yes
Rarely
Condo
2,514
19,169
50
Male
2,456
Single
0
High School
Unemployed
11.096902
Suburban
Basic
0
15
624
2
2022-06-02 15:21:39.107553
Good
No
Monthly
House
150
19,170
45
Female
30,978
Divorced
4
PhD
null
10.003713
Suburban
Comprehensive
null
18
532
2
2022-07-29 15:21:39.155231
Poor
No
Monthly
Condo
884
19,171
19
Male
122,657
Married
0
Master's
null
43.588059
Rural
Basic
2
5
434
9
2020-04-19 15:21:39.151732
Good
Yes
Monthly
Condo
1,391
19,172
24
Female
null
Single
3
Bachelor's
Employed
26.25335
Urban
Premium
0
12
400
4
2023-05-23 15:21:39.155231
Poor
Yes
Monthly
Apartment
734
19,173
22
Male
29,083
Single
4
High School
null
18.164094
Urban
Comprehensive
null
10
834
9
2023-01-03 15:21:39.237118
Poor
No
Rarely
Condo
1,019
19,174
60
Female
3,870
Divorced
4
High School
Unemployed
11.774625
Rural
Comprehensive
null
4
null
1
2019-10-19 15:21:39.267454
Good
No
Weekly
Condo
1,013
19,175
25
Female
23,374
Single
0
High School
Self-Employed
26.331925
Rural
Comprehensive
3
2
572
4
2023-03-29 15:21:39.155231
Good
No
Weekly
Apartment
1,359
19,176
24
Male
2,748
Married
4
High School
Unemployed
32.013788
Suburban
Basic
0
17
449
6
2021-03-10 15:21:39.145732
Good
No
Daily
House
2,534
19,177
58
Male
26,584
Single
3
Master's
null
33.737768
Suburban
Comprehensive
0
6
483
2
2023-02-02 15:21:39.276901
null
No
Weekly
Condo
22
19,178
61
Male
2,472
Divorced
1
PhD
Self-Employed
12.526744
Rural
Basic
0
15
null
5
2023-01-14 15:21:39.186212
Poor
Yes
Daily
House
2,630
19,179
22
Female
14,073
Married
1
PhD
null
31.759865
Suburban
Basic
0
16
662
3
2023-03-16 15:21:39.155231
Good
Yes
Weekly
Apartment
566
19,180
57
Male
null
Divorced
4
Bachelor's
Unemployed
11.64115
Urban
Premium
0
12
441
4
2024-07-09 15:21:39.285112
Poor
Yes
Weekly
Apartment
1,929
19,181
44
Female
44,385
Married
4
Master's
Self-Employed
36.715278
Rural
Basic
1
15
null
7
2022-06-22 15:21:39.253660
Poor
Yes
Rarely
Apartment
290
19,182
22
Male
11,612
Single
0
High School
null
26.84518
Rural
Basic
0
12
585
8
2024-03-31 15:21:39.193945
Poor
Yes
Weekly
Apartment
919
19,183
54
Male
2,359
Divorced
2
High School
Employed
47.929606
Rural
Comprehensive
2
17
729
2
2022-04-26 15:21:39.089116
Average
Yes
Rarely
House
1,328
19,184
37
Female
39,731
Single
2
High School
null
21.664672
Rural
Comprehensive
null
6
null
3
2020-12-24 15:21:39.185215
Poor
No
Rarely
Condo
964
19,185
63
Female
29,924
Divorced
1
Master's
Employed
9.817654
Urban
Comprehensive
null
17
485
7
2022-04-04 15:21:39.134960
Poor
No
Daily
Apartment
288
19,186
20
Female
30,462
Divorced
2
High School
Self-Employed
null
Urban
Premium
1
9
527
2
2023-08-17 15:21:39.199447
Poor
No
Monthly
House
712
19,187
58
Male
9,981
Divorced
0
Bachelor's
Employed
22.485219
Suburban
Comprehensive
1
17
547
1
2020-10-19 15:21:39.098696
Poor
Yes
Daily
Condo
632
19,188
60
Male
1,415
Single
0
Bachelor's
null
16.845998
Rural
Premium
1
8
null
4
2022-09-28 15:21:39.190215
Poor
Yes
Monthly
House
33
19,189
36
Male
18,651
Single
4
High School
Self-Employed
19.857004
Rural
Comprehensive
1
19
707
3
2023-02-06 15:21:39.261856
Average
No
Monthly
Condo
29
19,190
20
Male
129,342
Married
2
High School
Employed
8.955704
Suburban
Premium
0
18
null
1
2020-01-01 15:21:39.134960
Average
Yes
Monthly
House
277
19,191
63
Female
1,688
Divorced
4
High School
null
12.039576
Rural
Basic
null
12
552
2
2021-07-14 15:21:39.086123
Good
Yes
Monthly
Condo
150
19,192
58
Male
10,506
Married
null
Bachelor's
Unemployed
5.97198
Urban
Basic
2
9
672
5
2020-01-30 15:21:39.261856
Good
No
Weekly
Apartment
1,204
19,193
46
Female
14,572
Single
null
PhD
Self-Employed
15.181379
Suburban
Comprehensive
0
8
359
6
2022-06-25 15:21:39.237118
Good
Yes
Rarely
Condo
1,084
19,194
44
Male
12,073
Single
3
PhD
Self-Employed
22.574897
Suburban
Comprehensive
null
19
712
8
2023-06-06 15:21:39.155231
Good
No
Rarely
Condo
835
19,195
34
Female
null
Single
0
Master's
Unemployed
37.164966
Rural
Comprehensive
null
15
497
2
2023-01-21 15:21:39.237118
Average
No
Weekly
House
30
19,196
35
Male
22,687
Single
0
Master's
Employed
28.06579
Suburban
Comprehensive
1
16
801
2
2020-09-14 15:21:39.283783
Poor
No
Rarely
Apartment
226
19,197
21
Male
2,361
Married
3
High School
Employed
24.168922
Urban
Premium
1
11
595
1
2019-08-25 15:21:39.155231
Poor
Yes
Weekly
Apartment
641
19,198
60
Female
710
Single
3
Master's
Unemployed
null
Suburban
Comprehensive
null
19
637
8
2020-07-20 15:21:39.252145
Average
No
Weekly
Apartment
1,431
19,199
34
Female
61,938
Divorced
3
PhD
Employed
25.81475
Rural
Premium
null
9
357
7
2020-02-01 15:21:39.211806
Poor
Yes
Rarely
House
783