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
11,100
39
Female
39,723
Single
0
High School
Employed
16.264558
Rural
Premium
1
1
519
1
2020-06-22 15:21:39.251142
Good
No
Rarely
House
715
11,101
42
Male
61,401
Single
3
High School
null
51.168919
Suburban
Premium
null
16
434
7
2022-04-25 15:21:39.193945
Good
Yes
Rarely
Condo
842
11,102
42
Female
null
Single
3
Master's
Employed
42.451658
Rural
Basic
0
16
330
5
2022-04-17 15:21:39.237118
Poor
Yes
Monthly
Apartment
830
11,103
33
Female
248
Divorced
4
High School
null
18.735677
Urban
Premium
null
1
505
1
2023-09-10 15:21:39.134960
Poor
Yes
Daily
Apartment
431
11,104
39
Female
130,103
Divorced
3
Bachelor's
null
null
Suburban
Basic
3
19
821
7
2021-01-08 15:21:39.200452
Poor
No
Rarely
Apartment
359
11,105
59
Female
43,842
Single
null
Bachelor's
Employed
null
Urban
Comprehensive
null
2
null
4
2022-07-23 15:21:39.155231
Average
Yes
Daily
House
1,204
11,106
63
Female
107,521
Single
null
Master's
Unemployed
24.92867
Urban
Comprehensive
1
4
429
9
2021-02-08 15:21:39.255696
null
Yes
Rarely
Condo
587
11,107
null
Female
28,963
Married
3
PhD
null
35.564309
Rural
Premium
1
2
639
9
2023-12-13 15:21:39.121169
Average
Yes
Daily
Condo
1,311
11,108
35
Male
7,086
Divorced
0
High School
Self-Employed
19.857865
Rural
Premium
null
15
790
3
2021-10-25 15:21:39.144722
Good
No
Monthly
Apartment
551
11,109
44
Male
84,771
null
1
PhD
Employed
14.587324
Rural
Comprehensive
2
16
null
1
2024-05-13 15:21:39.229482
Good
No
Daily
Apartment
1,211
11,110
32
Male
3,348
Divorced
0
High School
Employed
41.569352
Rural
Basic
null
10
690
7
2022-12-23 15:21:39.186212
null
No
Weekly
House
962
11,111
31
Male
102,629
Married
2
Master's
Unemployed
35.682538
Suburban
Basic
0
1
516
5
2021-02-06 15:21:39.090124
Good
Yes
Monthly
House
130
11,112
40
Female
16,062
Married
2
Bachelor's
null
27.039091
Rural
Premium
null
13
673
8
2021-04-17 15:21:39.237118
Good
Yes
Weekly
Condo
513
11,113
27
Male
33,812
Single
2
High School
Self-Employed
24.154927
Suburban
Premium
0
7
null
7
2022-08-30 15:21:39.126661
Poor
No
Rarely
House
531
11,114
31
Male
90,909
Married
1
Bachelor's
null
22.938882
Suburban
Comprehensive
3
4
473
3
2019-10-01 15:21:39.179186
null
No
Weekly
Condo
1,355
11,115
50
Female
57,836
Married
4
Master's
Employed
null
Suburban
Basic
0
15
460
4
2019-08-26 15:21:39.094752
Poor
No
Rarely
Condo
881
11,116
44
Female
29,173
Married
3
Master's
Unemployed
25.071534
Urban
Premium
0
8
656
3
2021-04-07 15:21:39.272456
Average
Yes
Rarely
Condo
679
11,117
26
Female
92,361
Married
3
High School
Employed
46.186869
Rural
Basic
1
4
471
5
2020-12-30 15:21:39.144722
Good
Yes
Rarely
Apartment
26
11,118
34
Female
24,719
Single
4
Bachelor's
Self-Employed
51.960848
Urban
Premium
0
2
624
5
2020-11-04 15:21:39.155231
Good
Yes
Weekly
Condo
968
11,119
31
Female
90,725
Married
4
High School
null
9.890375
Urban
Basic
0
14
677
3
2020-05-15 15:21:39.197445
Good
No
Monthly
Condo
201
11,120
44
Female
18,098
Single
null
Bachelor's
Employed
10.472643
Suburban
Basic
null
1
463
7
2021-01-22 15:21:39.096739
Poor
Yes
Monthly
Condo
1,340
11,121
48
Male
46,114
Divorced
null
Bachelor's
null
20.415635
Rural
Premium
1
0
757
7
2023-12-30 15:21:39.171102
Good
No
Weekly
Apartment
1,205
11,122
62
Male
29,055
Divorced
null
Bachelor's
Self-Employed
21.360018
Rural
Basic
null
12
751
5
2021-11-20 15:21:39.134960
Good
No
Rarely
Condo
1,329
11,123
54
Female
1,678
Divorced
null
Master's
Self-Employed
42.076604
Urban
Basic
2
10
831
7
2021-12-14 15:21:39.155231
Good
Yes
Weekly
House
866
11,124
null
Male
40,714
Married
3
Bachelor's
Self-Employed
33.362928
Rural
Basic
1
15
466
4
2023-04-28 15:21:39.271453
Average
Yes
Rarely
House
829
11,125
42
Female
11,903
Single
1
PhD
null
11.096167
Rural
Premium
0
14
825
5
2023-11-01 15:21:39.290098
Good
No
Daily
Apartment
629
11,126
33
Male
17,861
Married
3
Bachelor's
Self-Employed
null
Urban
Premium
1
8
462
3
2023-03-06 15:21:39.202448
Good
No
Rarely
Apartment
1,029
11,127
50
Male
11,794
Divorced
1
PhD
null
40.958689
Suburban
Comprehensive
2
19
513
1
2020-10-16 15:21:39.279729
Good
No
Rarely
House
1,895
11,128
54
Female
39,072
Single
4
High School
Unemployed
9.019724
Urban
Premium
null
8
583
5
2020-05-03 15:21:39.223901
Good
No
Monthly
Condo
1,272
11,129
45
Male
144,008
Married
0
Master's
null
48.397564
Rural
Comprehensive
0
17
558
5
2021-01-07 15:21:39.145732
Good
No
Daily
Condo
327
11,130
62
Male
39,078
Married
2
PhD
null
10.5802
Rural
Premium
1
11
705
2
2021-09-20 15:21:39.120168
Average
No
Monthly
House
3,378
11,131
44
Female
6,096
Single
0
PhD
Self-Employed
14.484467
Rural
Basic
0
9
626
3
2023-01-09 15:21:39.090124
Average
Yes
Rarely
House
774
11,132
27
Male
90,847
Divorced
2
PhD
Unemployed
4.774049
Suburban
Comprehensive
2
16
319
7
2020-04-27 15:21:39.123711
Good
No
Rarely
House
577
11,133
34
Female
23,069
Divorced
4
PhD
Self-Employed
12.849269
Rural
Basic
0
15
319
8
2021-04-15 15:21:39.154008
Average
No
Daily
House
1,130
11,134
21
Female
16,054
Divorced
3
High School
Employed
33.513898
Suburban
Premium
null
12
395
7
2023-01-24 15:21:39.083497
Good
No
Rarely
Condo
1,548
11,135
64
Male
26,458
Married
3
Master's
Unemployed
12.760935
Suburban
Premium
3
15
831
3
2021-01-18 15:21:39.134960
Poor
No
Rarely
Apartment
812
11,136
31
Female
3,789
Single
1
Master's
Self-Employed
24.892594
Rural
Comprehensive
1
4
438
7
2020-02-21 15:21:39.130190
Poor
No
Daily
House
557
11,137
48
Male
3,468
Married
2
Bachelor's
Self-Employed
38.240167
Urban
Comprehensive
1
14
675
6
2020-01-20 15:21:39.252145
null
Yes
Rarely
Condo
566
11,138
24
Male
3,837
Married
4
PhD
null
25.886966
Urban
Basic
2
0
689
6
2024-06-22 15:21:39.134960
Average
Yes
Monthly
Condo
3,071
11,139
62
Female
36,102
null
1
Bachelor's
null
19.55963
Suburban
Premium
2
19
838
6
2021-12-27 15:21:39.187211
Good
No
Monthly
Condo
811
11,140
32
Male
35,178
Married
0
High School
Employed
13.376885
Suburban
Comprehensive
null
17
567
4
2023-03-27 15:21:39.226954
Good
No
Weekly
House
2,215
11,141
25
Female
24,983
Single
0
PhD
null
20.633191
Rural
Basic
0
14
527
7
2024-07-13 15:21:39.079128
Poor
No
Daily
Apartment
581
11,142
21
Male
8,413
Married
4
PhD
Unemployed
33.835379
Rural
Premium
null
6
null
6
2022-01-30 15:21:39.095696
Average
No
Weekly
Apartment
496
11,143
22
Male
9,909
Divorced
3
High School
Unemployed
18.122019
Suburban
Basic
1
15
796
8
2020-05-15 15:21:39.231531
Average
No
Daily
House
492
11,144
28
Female
28,385
Married
0
High School
Employed
19.788105
Suburban
Premium
1
17
381
4
2022-08-05 15:21:39.247098
Poor
Yes
Rarely
Condo
38
11,145
30
Female
17,764
Divorced
3
High School
Employed
38.592175
Rural
Comprehensive
1
10
701
1
2024-02-18 15:21:39.155231
Poor
Yes
Daily
Apartment
305
11,146
39
Male
26,845
Married
2
PhD
null
37.898666
Suburban
Premium
0
14
527
7
2022-05-08 15:21:39.194829
Average
No
Weekly
Apartment
262
11,147
47
Male
60,335
Divorced
0
High School
null
24.816472
Rural
Comprehensive
0
13
398
4
2020-10-23 15:21:39.083497
Average
Yes
Rarely
House
639
11,148
55
Female
15,891
Married
0
Bachelor's
null
null
Rural
Basic
null
16
551
5
2022-06-26 15:21:39.154008
Average
Yes
Monthly
Apartment
3,168
11,149
40
Male
24,963
Divorced
3
Bachelor's
null
null
Rural
Basic
0
13
685
4
2023-01-08 15:21:39.225916
Average
Yes
Weekly
House
761
11,150
63
Female
34,348
Divorced
3
Bachelor's
Employed
27.603205
Rural
Basic
1
12
674
3
2020-07-12 15:21:39.155231
Average
Yes
Rarely
Apartment
33
11,151
22
Female
44,747
Divorced
1
PhD
null
48.257564
Suburban
Basic
null
14
521
7
2020-05-18 15:21:39.259788
Good
No
Rarely
Apartment
2,638
11,152
49
Female
68,618
Divorced
2
PhD
null
52.788432
Suburban
Comprehensive
1
0
777
9
2020-09-01 15:21:39.290098
Average
Yes
Daily
House
1,439
11,153
37
Male
17,779
Single
3
High School
Self-Employed
23.581539
Suburban
Basic
0
19
null
6
2019-11-26 15:21:39.164044
Average
Yes
Rarely
House
506
11,154
35
Male
10,522
Married
3
PhD
Self-Employed
26.013848
Suburban
Basic
1
15
668
1
2021-04-01 15:21:39.215386
Poor
Yes
Monthly
Apartment
1,280
11,155
58
Female
3,849
Single
2
PhD
Unemployed
16.917468
Rural
Basic
0
3
674
3
2022-07-09 15:21:39.236064
Average
Yes
Monthly
House
171
11,156
39
Male
3,274
Married
1
Bachelor's
Self-Employed
18.906808
Suburban
Premium
0
8
641
3
2024-08-04 15:21:39.185215
Average
No
Daily
House
347
11,157
23
Female
3,324
Single
0
High School
null
12.898441
Rural
Premium
1
7
464
7
2023-03-18 15:21:39.102694
Poor
No
Weekly
Condo
722
11,158
37
Female
18,206
Single
3
Bachelor's
null
26.638297
Rural
Basic
null
10
352
9
2022-11-17 15:21:39.209847
Good
No
Daily
Apartment
782
11,159
49
Male
644
Single
4
Master's
Self-Employed
34.276716
Urban
Premium
2
9
650
6
2020-10-22 15:21:39.167099
Good
No
Weekly
Apartment
1,062
11,160
48
Female
17,398
Married
null
High School
null
null
Rural
Basic
0
11
828
8
2020-08-05 15:21:39.222387
Average
Yes
Daily
Apartment
1,342
11,161
59
Male
37,881
Single
3
High School
Self-Employed
22.24992
Urban
Comprehensive
2
2
727
4
2021-06-12 15:21:39.114118
Average
Yes
Rarely
Apartment
3,264
11,162
34
Male
18,127
Married
3
PhD
Self-Employed
29.340196
Urban
Basic
1
12
459
8
2019-10-06 15:21:39.144722
Poor
Yes
Daily
Apartment
1,419
11,163
32
Female
46,712
Divorced
0
High School
Unemployed
36.597838
Suburban
Basic
null
8
839
8
2021-03-08 15:21:39.134960
Good
Yes
Monthly
Condo
115
11,164
38
Male
147,540
Married
3
Master's
Unemployed
12.078032
Urban
Comprehensive
1
13
322
7
2023-05-11 15:21:39.279729
Poor
No
Rarely
Condo
208
11,165
64
Female
42,884
Married
0
High School
Unemployed
45.83838
Rural
Basic
0
10
687
9
2021-06-02 15:21:39.253660
Good
Yes
Weekly
Condo
124
11,166
29
Female
72,615
Single
2
PhD
null
14.052714
Urban
Basic
1
17
321
7
2022-06-08 15:21:39.272456
Average
No
Weekly
Apartment
1,008
11,167
48
Male
23,983
Divorced
1
High School
Unemployed
null
Urban
Comprehensive
0
16
null
4
2020-10-09 15:21:39.096739
Poor
No
Weekly
Condo
706
11,168
29
Male
61,211
Married
4
PhD
null
30.123867
Suburban
Basic
0
15
324
3
2022-09-06 15:21:39.151732
Good
No
Daily
Apartment
663
11,169
33
Male
46,610
Single
2
High School
Employed
null
Suburban
Premium
0
2
447
3
2023-11-19 15:21:39.163789
Good
Yes
Monthly
House
1,153
11,170
58
Female
20,659
Married
1
Bachelor's
Self-Employed
7.89483
Suburban
Comprehensive
1
8
772
9
2019-10-18 15:21:39.155231
Good
No
Daily
Condo
1,765
11,171
36
Male
67,425
Married
2
Master's
Self-Employed
29.874019
Suburban
Basic
null
3
382
8
2021-05-08 15:21:39.288099
Average
No
Daily
House
1,207
11,172
35
Female
16,926
Single
2
Bachelor's
null
7.357951
Suburban
Premium
null
9
677
2
2023-01-24 15:21:39.134960
Poor
Yes
Weekly
House
1,479
11,173
40
Female
35,297
Single
4
High School
Self-Employed
17.879305
Urban
Basic
3
17
727
2
2020-11-10 15:21:39.134960
null
Yes
Weekly
Condo
603
11,174
35
Female
28,081
Married
3
PhD
Self-Employed
29.859489
Suburban
Comprehensive
1
3
725
2
2022-06-06 15:21:39.246098
Poor
No
Rarely
Apartment
1,703
11,175
26
Male
39,593
Divorced
3
Bachelor's
Self-Employed
3.844407
Urban
Comprehensive
4
15
846
5
2024-03-11 15:21:39.231531
Good
No
Daily
Condo
456
11,176
20
Female
35,469
Married
1
Master's
Self-Employed
25.282752
Suburban
Basic
null
9
457
3
2024-03-30 15:21:39.246098
Poor
Yes
Monthly
Apartment
406
11,177
35
Female
59,545
Divorced
3
High School
Self-Employed
null
Suburban
Basic
4
6
580
6
2019-12-24 15:21:39.097737
Average
Yes
Daily
House
479
11,178
47
Female
16,078
Single
null
High School
Unemployed
18.622393
Rural
Premium
0
16
783
3
2019-12-27 15:21:39.134960
Good
Yes
Monthly
House
835
11,179
44
Male
38,959
Single
4
High School
Employed
24.723171
Urban
Basic
null
6
465
4
2020-02-18 15:21:39.192212
Poor
No
Weekly
House
141
11,180
49
Male
59,445
Married
0
Master's
Employed
28.860714
Rural
Basic
null
4
326
4
2023-01-08 15:21:39.107553
Average
Yes
Rarely
House
492
11,181
44
Female
26,779
Divorced
3
High School
Employed
26.80215
Suburban
Premium
1
10
409
6
2022-04-15 15:21:39.261856
Good
Yes
Weekly
House
1,035
11,182
63
Female
5,518
Divorced
0
Master's
Unemployed
18.908672
Rural
Basic
0
3
531
5
2022-12-23 15:21:39.281787
Poor
Yes
Daily
House
562
11,183
44
Female
15,982
Divorced
1
High School
Unemployed
39.04979
Suburban
Premium
0
16
594
5
2021-03-04 15:21:39.134960
Average
Yes
Weekly
Apartment
614
11,184
null
Female
36,398
Divorced
0
Master's
Self-Employed
21.078452
Rural
Basic
1
4
null
7
2023-06-14 15:21:39.187211
Good
No
Monthly
House
3,063
11,185
36
Female
43,813
Single
1
Bachelor's
Unemployed
38.371986
Urban
Premium
1
8
489
9
2020-02-07 15:21:39.167099
Poor
No
Weekly
Apartment
2,575
11,186
22
Male
1,160
Divorced
2
Master's
Unemployed
17.715432
Rural
Basic
5
1
566
8
2021-09-22 15:21:39.132191
Poor
Yes
Weekly
Condo
1,098
11,187
56
Male
103,852
Married
3
High School
Employed
25.353355
Rural
Basic
null
10
424
8
2022-05-20 15:21:39.186212
Average
Yes
Daily
Apartment
632
11,188
28
Female
26,960
Single
0
Master's
Unemployed
25.580876
Urban
Comprehensive
1
6
672
2
2023-06-16 15:21:39.172097
Good
Yes
Daily
Apartment
1,172
11,189
29
Female
2,695
Divorced
4
Bachelor's
Self-Employed
20.717058
Urban
Basic
2
3
null
1
2023-03-24 15:21:39.210805
Good
No
Rarely
Apartment
2,316
11,190
64
Male
38,382
Single
4
High School
Self-Employed
30.333965
Urban
Basic
null
16
664
1
2024-02-25 15:21:39.176717
Average
Yes
Daily
Condo
426
11,191
43
Male
37,881
Divorced
4
PhD
Unemployed
17.92422
Rural
Comprehensive
1
3
653
5
2023-05-26 15:21:39.132191
Poor
Yes
Weekly
Apartment
482
11,192
32
Female
41,721
Single
0
High School
Self-Employed
36.720111
Rural
Premium
null
17
376
6
2020-09-15 15:21:39.110557
null
No
Weekly
Condo
747
11,193
36
Male
5,974
Single
0
PhD
Employed
null
Suburban
Comprehensive
null
4
null
4
2022-11-03 15:21:39.237118
Average
No
Monthly
Apartment
2,731
11,194
56
Male
null
Married
4
Bachelor's
Employed
13.536324
Rural
Basic
0
19
462
4
2024-07-30 15:21:39.185215
Average
Yes
Weekly
House
397
11,195
36
Male
14,961
Divorced
4
PhD
Self-Employed
12.824358
Urban
Comprehensive
2
2
756
8
2022-08-25 15:21:39.093681
Average
Yes
Monthly
House
489
11,196
63
Female
14,736
Single
3
Bachelor's
Unemployed
13.355912
Urban
Comprehensive
1
16
330
3
2021-12-23 15:21:39.081504
Good
Yes
Rarely
Apartment
513
11,197
52
Female
74,069
Married
2
High School
Self-Employed
27.696699
Rural
Comprehensive
null
16
622
6
2024-02-05 15:21:39.147735
Good
Yes
Monthly
Apartment
229
11,198
51
Female
38,683
Married
4
Master's
Unemployed
25.620323
Urban
Basic
0
1
523
2
2020-02-03 15:21:39.134960
Poor
No
Daily
Apartment
901
11,199
46
Male
53,468
Single
1
PhD
null
14.484058
Rural
Basic
0
9
477
7
2024-04-28 15:21:39.224915
Average
No
Weekly
Apartment
71