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
1,191,100
42
Female
13,521
Divorced
3
High School
Self-Employed
30.816792
Rural
Comprehensive
1
9
699
5
2021-11-09 15:21:39.147735
Average
Yes
Rarely
Condo
2,053
1,191,101
25
Male
23,470
Single
2
High School
Unemployed
24.803061
Suburban
Premium
0
6
691
3
2021-06-07 15:21:39.237118
Good
No
Rarely
Condo
1,071
1,191,102
61
Female
44,365
Single
1
High School
null
7.291435
Suburban
Basic
0
10
447
9
2022-05-03 15:21:39.134960
Poor
Yes
Rarely
House
1,174
1,191,103
31
Male
14,248
Married
3
High School
Unemployed
27.231287
Suburban
Basic
0
9
585
7
2023-12-28 15:21:39.220389
null
No
Rarely
Condo
640
1,191,104
20
Female
null
Single
2
Master's
null
null
Rural
Basic
null
14
767
1
2020-04-28 15:21:39.155231
Poor
No
Daily
Condo
35
1,191,105
51
Male
36,043
Married
0
PhD
Self-Employed
9.835886
Rural
Premium
null
2
null
2
2020-03-07 15:21:39.180553
Average
No
Weekly
Apartment
3,603
1,191,106
59
Female
1,540
Married
2
PhD
Unemployed
32.066986
Urban
Basic
null
14
431
1
2020-04-19 15:21:39.155231
Good
Yes
Rarely
House
1,541
1,191,107
25
Male
12,123
Single
4
PhD
Unemployed
10.773629
Urban
Basic
1
15
783
1
2021-03-08 15:21:39.090124
Poor
Yes
Weekly
Condo
975
1,191,108
43
Male
529
Divorced
4
High School
null
50.093981
Urban
Premium
1
16
null
3
2023-03-19 15:21:39.209847
Poor
Yes
Weekly
Apartment
3,180
1,191,109
47
Male
5,935
Divorced
1
PhD
null
32.156731
Urban
Premium
null
9
541
4
2022-12-19 15:21:39.237118
Poor
No
Weekly
House
1,073
1,191,110
55
Male
40,984
Divorced
1
Master's
Self-Employed
35.012075
Urban
Comprehensive
0
2
582
4
2024-02-20 15:21:39.237118
Average
Yes
Weekly
Condo
1,403
1,191,111
50
Female
17,094
Married
0
High School
Employed
null
Rural
Premium
null
4
724
7
2023-04-18 15:21:39.193945
Poor
Yes
Rarely
Apartment
1,560
1,191,112
57
Male
19,223
Single
2
PhD
Unemployed
37.147908
Urban
Basic
null
19
802
2
2021-06-19 15:21:39.191219
Average
Yes
Weekly
Apartment
410
1,191,113
19
Female
14,527
Married
1
Master's
Unemployed
25.912784
Rural
Premium
1
10
null
9
2021-07-29 15:21:39.083497
Poor
Yes
Weekly
House
2,466
1,191,114
20
Female
50,136
Married
null
High School
Self-Employed
46.925417
Suburban
Comprehensive
0
6
406
4
2022-11-28 15:21:39.274993
null
Yes
Rarely
Condo
749
1,191,115
51
Female
68,081
Divorced
1
High School
Self-Employed
22.121653
Rural
Premium
null
16
795
4
2022-12-29 15:21:39.237118
Average
Yes
Weekly
House
100
1,191,116
38
Female
17,175
Married
1
High School
Employed
10.783719
Urban
Comprehensive
null
15
null
5
2024-07-04 15:21:39.081504
null
No
Daily
Condo
712
1,191,117
46
Female
11,123
Divorced
null
High School
Employed
38.746019
Rural
Premium
1
7
808
2
2022-08-11 15:21:39.209847
Average
No
Weekly
House
1,219
1,191,118
null
Female
3,286
Divorced
0
Master's
Unemployed
null
Urban
Premium
null
5
603
8
2024-07-05 15:21:39.193945
null
No
Weekly
Apartment
1,432
1,191,119
57
Female
17,287
Married
2
Master's
Unemployed
null
Rural
Premium
0
11
844
8
2022-06-17 15:21:39.155231
Average
Yes
Monthly
Condo
776
1,191,120
39
Male
4,615
Divorced
0
High School
null
32.287786
Rural
Premium
2
10
null
6
2023-07-02 15:21:39.093681
Good
Yes
Monthly
Apartment
420
1,191,121
34
Female
38,052
Married
null
Bachelor's
Self-Employed
21.381069
Urban
Comprehensive
0
9
314
2
2023-01-17 15:21:39.155231
Poor
No
Monthly
House
3,436
1,191,122
44
Male
29,593
Married
2
High School
Employed
19.552437
Suburban
Basic
2
0
330
5
2024-07-10 15:21:39.134960
Good
Yes
Monthly
Condo
1,494
1,191,123
30
Male
34,163
Single
0
High School
null
3.935908
Rural
Basic
null
1
811
8
2020-06-07 15:21:39.092127
Average
No
Rarely
Condo
1,304
1,191,124
57
Male
44,250
Divorced
1
High School
Employed
17.366669
Suburban
Basic
0
1
null
4
2022-03-25 15:21:39.134960
Poor
No
Monthly
House
961
1,191,125
44
Male
24,527
Single
4
PhD
Unemployed
9.741965
Urban
Comprehensive
2
12
710
1
2021-07-26 15:21:39.144722
Poor
No
Rarely
Condo
224
1,191,126
44
Female
63,820
Divorced
0
Master's
Unemployed
34.287068
Suburban
Premium
0
18
354
2
2021-05-04 15:21:39.237118
null
Yes
Weekly
Apartment
2,473
1,191,127
58
Male
899
Single
null
Bachelor's
null
41.515435
Rural
Comprehensive
1
14
641
1
2024-03-18 15:21:39.196387
Average
Yes
Monthly
Condo
2,854
1,191,128
60
Male
9,487
Divorced
0
PhD
Unemployed
21.828741
Urban
Premium
null
8
589
3
2022-01-17 15:21:39.155231
Poor
Yes
Weekly
Condo
126
1,191,129
60
Male
2,986
Married
0
High School
Self-Employed
11.482623
Urban
Basic
3
15
787
2
2020-12-04 15:21:39.167099
Poor
No
Daily
Apartment
829
1,191,130
47
Male
4,079
Married
4
High School
Employed
19.717463
Suburban
Comprehensive
1
17
703
9
2023-09-02 15:21:39.281787
Average
Yes
Weekly
House
3,104
1,191,131
25
Female
27,950
Single
1
High School
Employed
35.83739
Rural
Comprehensive
2
6
732
8
2022-07-23 15:21:39.274993
Good
Yes
Weekly
House
852
1,191,132
32
Female
3,342
Married
1
PhD
null
45.705885
Rural
Basic
1
14
802
1
2020-06-17 15:21:39.226954
Good
Yes
Rarely
House
24
1,191,133
33
Male
7,615
Single
2
High School
Self-Employed
15.997376
Rural
Premium
0
12
776
7
2020-02-25 15:21:39.278402
Poor
No
Daily
Apartment
76
1,191,134
30
Male
15,198
Single
0
Bachelor's
Employed
32.819303
Suburban
Premium
1
12
767
5
2021-07-21 15:21:39.273973
Average
Yes
Weekly
House
815
1,191,135
35
Female
117,841
Divorced
4
High School
Self-Employed
18.53435
Rural
Basic
1
12
609
8
2021-07-01 15:21:39.082499
Average
Yes
Rarely
House
48
1,191,136
39
Male
62,379
Married
0
Bachelor's
Unemployed
12.919403
Rural
Basic
3
1
668
8
2022-12-08 15:21:39.106582
Poor
Yes
Rarely
House
3,453
1,191,137
48
Female
28,791
Divorced
4
High School
null
22.236626
Urban
Premium
null
12
729
5
2021-02-16 15:21:39.148733
Good
Yes
Monthly
House
788
1,191,138
51
Male
28,785
Married
1
PhD
Self-Employed
15.983664
Suburban
Premium
1
5
607
7
2024-04-27 15:21:39.134960
Average
Yes
Monthly
Apartment
434
1,191,139
40
Female
68,982
Married
3
Bachelor's
Employed
10.1774
Rural
Premium
null
16
454
3
2019-10-13 15:21:39.252145
Good
Yes
Daily
Condo
591
1,191,140
41
Male
12,094
Single
3
PhD
null
23.869557
Suburban
Basic
1
9
759
2
2020-10-13 15:21:39.146733
Average
Yes
Daily
Apartment
1,383
1,191,141
34
Female
38,982
Single
1
PhD
null
29.754959
Rural
Comprehensive
0
17
777
2
2019-11-08 15:21:39.155231
Average
Yes
Rarely
Condo
781
1,191,142
26
Male
18,665
Single
4
Bachelor's
Employed
25.305875
Suburban
Comprehensive
null
3
744
6
2022-05-06 15:21:39.235012
Average
No
Monthly
Condo
188
1,191,143
36
Female
22,552
Single
4
High School
Self-Employed
33.391923
Rural
Comprehensive
null
16
511
2
2023-01-12 15:21:39.155231
Poor
No
Daily
Condo
1,544
1,191,144
28
Female
10,987
Married
0
Bachelor's
null
24.528522
Rural
Premium
3
19
787
9
2021-11-07 15:21:39.144722
Average
Yes
Monthly
Condo
165
1,191,145
50
Female
14,894
Divorced
1
Master's
Employed
21.391809
Urban
Basic
0
18
null
7
2023-04-10 15:21:39.261856
Good
Yes
Rarely
Condo
469
1,191,146
55
Male
18,077
Single
null
Master's
Self-Employed
6.449897
Urban
Basic
2
7
494
8
2024-04-15 15:21:39.134960
Average
Yes
Daily
Apartment
549
1,191,147
27
Male
8,054
Married
null
Bachelor's
Unemployed
42.838399
Urban
Premium
2
1
671
6
2020-08-17 15:21:39.172097
Average
Yes
Daily
Condo
992
1,191,148
26
Male
89,843
Married
4
PhD
null
33.668815
Urban
Comprehensive
3
18
null
2
2022-12-01 15:21:39.155231
Average
Yes
Weekly
Apartment
2,316
1,191,149
20
Male
38,263
Divorced
0
High School
Employed
47.580906
Rural
Basic
0
15
774
1
2020-05-30 15:21:39.120168
Good
No
Rarely
Condo
1,232
1,191,150
34
Male
10,106
Married
3
PhD
Employed
34.077926
Rural
Comprehensive
null
10
440
5
2023-01-24 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,449
1,191,151
45
Male
16,894
Divorced
3
High School
Employed
16.586586
Rural
Premium
1
3
663
6
2022-03-17 15:21:39.132191
Good
Yes
Rarely
House
37
1,191,152
42
Male
2,828
Single
0
Bachelor's
Self-Employed
35.788888
Urban
Basic
1
18
382
4
2022-11-06 15:21:39.082499
Good
Yes
Rarely
Condo
1,506
1,191,153
50
Female
26,983
Single
1
PhD
Unemployed
24.771187
Suburban
Comprehensive
2
7
725
8
2022-07-04 15:21:39.231531
Poor
No
Weekly
Condo
34
1,191,154
42
Female
6,091
Single
null
Master's
null
44.569812
Rural
Basic
2
6
749
3
2024-04-28 15:21:39.132191
Poor
No
Daily
Condo
538
1,191,155
51
Female
27,453
null
null
Bachelor's
Unemployed
40.296469
Suburban
Premium
1
4
355
8
2023-08-02 15:21:39.255696
Good
No
Weekly
House
1,390
1,191,156
40
Female
24,996
Married
0
Master's
Self-Employed
28.965133
Suburban
Comprehensive
null
14
505
9
2019-11-29 15:21:39.185215
null
No
Monthly
House
1,047
1,191,157
52
Female
1,706
Married
null
Master's
null
11.010195
Suburban
Comprehensive
2
14
447
4
2020-08-22 15:21:39.092127
Poor
No
Daily
House
2,480
1,191,158
32
Female
128,566
Single
4
Master's
Self-Employed
38.48292
Suburban
Comprehensive
0
9
488
5
2021-05-05 15:21:39.155231
Poor
No
Daily
House
27
1,191,159
56
Female
4,876
Single
null
Bachelor's
Employed
40.599965
Rural
Premium
2
16
null
6
2024-03-23 15:21:39.228521
Good
Yes
Monthly
Condo
469
1,191,160
26
Female
30,241
null
null
PhD
Unemployed
35.693654
Urban
Basic
1
0
595
3
2023-10-18 15:21:39.230483
Good
No
Daily
House
1,224
1,191,161
20
Female
12,416
Divorced
1
High School
null
27.295889
Rural
Comprehensive
0
5
495
7
2023-08-29 15:21:39.235012
Good
No
Weekly
House
124
1,191,162
49
Female
4,466
Single
2
High School
null
33.537736
Urban
Basic
0
1
699
8
2022-01-23 15:21:39.155231
null
No
Rarely
Apartment
1,207
1,191,163
45
Male
46,364
Divorced
0
PhD
Employed
20.08176
Suburban
Comprehensive
null
3
711
6
2021-05-15 15:21:39.134960
Average
Yes
Weekly
Apartment
699
1,191,164
63
Female
52,039
Single
4
Master's
Unemployed
30.735631
Suburban
Basic
3
11
730
7
2024-07-24 15:21:39.259788
Average
Yes
Daily
Apartment
165
1,191,165
22
Male
26,360
Married
0
Bachelor's
Employed
5.294205
Urban
Premium
1
8
817
7
2020-04-25 15:21:39.207847
Good
Yes
Monthly
Condo
560
1,191,166
35
Male
10,178
Married
4
PhD
Unemployed
19.928688
Rural
Comprehensive
null
9
824
8
2022-06-30 15:21:39.154008
Good
Yes
Monthly
House
28
1,191,167
27
Female
7,053
Single
4
Bachelor's
Employed
19.972809
Suburban
Basic
2
6
566
5
2023-11-12 15:21:39.155231
Average
Yes
Rarely
Condo
561
1,191,168
52
Female
51,041
Divorced
4
PhD
Employed
22.826581
Suburban
Basic
1
11
445
4
2021-05-20 15:21:39.155231
Average
Yes
Rarely
House
2,832
1,191,169
18
Male
28,863
Married
4
Master's
Unemployed
14.927575
Suburban
Comprehensive
0
2
615
5
2023-04-05 15:21:39.237118
Poor
Yes
Weekly
House
586
1,191,170
61
Female
48,475
Single
0
High School
Unemployed
51.155715
Suburban
Basic
null
6
555
1
2021-02-15 15:21:39.205850
Poor
Yes
Weekly
Apartment
2,193
1,191,171
23
Female
27,119
Married
null
Bachelor's
Unemployed
12.973609
Rural
Basic
0
13
334
4
2020-10-17 15:21:39.134960
Average
No
Daily
Condo
1,513
1,191,172
27
Female
2,441
Married
2
Master's
Employed
32.547855
Suburban
Comprehensive
0
2
498
2
2022-09-24 15:21:39.107553
Good
Yes
Rarely
Apartment
906
1,191,173
40
Male
10,015
Married
0
High School
Self-Employed
37.146799
Rural
Comprehensive
0
17
824
8
2021-01-12 15:21:39.192212
Poor
Yes
Daily
Apartment
1,388
1,191,174
35
Female
26,885
Married
1
PhD
Self-Employed
19.985946
Rural
Basic
null
11
628
5
2020-09-23 15:21:39.129190
Poor
No
Rarely
House
590
1,191,175
32
Male
28,706
Divorced
4
High School
Unemployed
28.310537
Urban
Premium
1
7
433
9
2023-12-04 15:21:39.119168
Average
Yes
Weekly
Condo
1,188
1,191,176
62
Male
75,730
Single
1
Master's
null
33.602774
Rural
Basic
1
2
346
2
2023-02-04 15:21:39.106582
Poor
No
Daily
Apartment
346
1,191,177
23
Female
18,297
Divorced
0
Bachelor's
null
11.857387
Rural
Comprehensive
null
14
754
7
2021-02-02 15:21:39.112553
Good
No
Monthly
Apartment
1,225
1,191,178
47
Female
40,283
Married
1
Bachelor's
Self-Employed
9.154438
Urban
Basic
4
8
468
8
2024-05-22 15:21:39.276901
Poor
Yes
Rarely
Apartment
921
1,191,179
57
Female
28,215
Married
2
PhD
Unemployed
26.865863
Urban
Comprehensive
null
3
null
5
2021-08-16 15:21:39.155231
Average
No
Daily
House
469
1,191,180
58
Female
20,654
Single
4
PhD
Unemployed
12.844291
Suburban
Basic
1
13
832
1
2022-06-15 15:21:39.222387
Good
Yes
Weekly
House
934
1,191,181
52
Male
34,348
Divorced
1
Master's
null
22.2728
Urban
Comprehensive
0
13
653
3
2022-08-15 15:21:39.086123
Poor
Yes
Daily
Condo
710
1,191,182
45
Female
18,297
Single
2
PhD
Employed
null
Rural
Basic
0
0
null
2
2019-11-15 15:21:39.191219
Average
No
Daily
Condo
983
1,191,183
28
Female
5,057
Married
3
Master's
null
21.385417
Suburban
Premium
null
10
573
8
2019-12-29 15:21:39.252145
Poor
No
Weekly
Apartment
632
1,191,184
24
Female
17,861
Married
4
Master's
Self-Employed
null
Suburban
Basic
0
9
511
6
2020-10-16 15:21:39.155231
Good
No
Monthly
House
533
1,191,185
47
Male
43,967
Single
null
Master's
Unemployed
46.754522
Urban
Premium
1
2
783
1
2023-04-27 15:21:39.146733
Average
No
Weekly
Condo
894
1,191,186
32
Male
16,107
Married
3
PhD
Employed
18.464427
Suburban
Comprehensive
null
11
576
7
2023-01-28 15:21:39.231531
Poor
Yes
Rarely
Apartment
2,855
1,191,187
64
Female
3,058
Divorced
1
Bachelor's
Self-Employed
4.271708
Urban
Basic
2
15
493
2
2024-05-29 15:21:39.248098
Poor
No
Rarely
Condo
495
1,191,188
27
Female
43,946
Married
3
PhD
null
48.58643
Rural
Comprehensive
null
10
781
5
2019-11-29 15:21:39.086123
Good
Yes
Weekly
Apartment
1,039
1,191,189
18
Female
27,951
Single
2
High School
Unemployed
9.539101
Suburban
Basic
null
19
369
5
2020-01-10 15:21:39.155231
Poor
No
Daily
House
446
1,191,190
41
Female
18,284
Divorced
0
High School
Employed
null
Suburban
Premium
2
15
null
9
2023-12-02 15:21:39.095696
Average
No
Weekly
Apartment
2,045
1,191,191
22
Female
40,978
Divorced
2
Bachelor's
null
20.221764
Rural
Premium
2
4
779
1
2022-11-07 15:21:39.081504
Average
No
Rarely
House
952
1,191,192
20
Female
109,815
null
2
PhD
Employed
18.142333
Rural
Premium
1
14
826
8
2022-06-12 15:21:39.145732
null
No
Rarely
House
742
1,191,193
56
Male
7,086
Married
0
High School
Employed
31.419808
Suburban
Comprehensive
4
13
548
4
2019-09-16 15:21:39.222387
Average
No
Monthly
House
495
1,191,194
44
Male
1,853
Married
4
Bachelor's
Self-Employed
17.35472
Rural
Basic
2
16
696
4
2020-05-10 15:21:39.152732
Poor
No
Weekly
Condo
1,476
1,191,195
22
Male
54,050
Married
2
PhD
Unemployed
31.865993
Urban
Premium
0
10
742
9
2024-05-27 15:21:39.232526
Good
Yes
Monthly
House
316
1,191,196
45
Male
null
Single
0
Master's
Self-Employed
29.629938
Suburban
Basic
null
6
314
8
2022-08-07 15:21:39.172097
Good
No
Rarely
Condo
851
1,191,197
43
Male
523
Divorced
3
Master's
Unemployed
13.976131
Rural
Comprehensive
null
12
481
7
2020-01-04 15:21:39.237118
Good
No
Weekly
Apartment
577
1,191,198
28
Female
23,061
Married
4
PhD
Unemployed
27.812993
Suburban
Premium
1
9
838
9
2021-04-04 15:21:39.236064
Poor
Yes
Rarely
Condo
876
1,191,199
30
Female
25,309
Married
3
Bachelor's
Self-Employed
38.638274
Suburban
Comprehensive
null
10
521
3
2021-08-29 15:21:39.134960
Average
No
Daily
House
1,327