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
1,196,100
32
Male
17,375
Divorced
2
Bachelor's
Unemployed
19.788105
Suburban
Comprehensive
1
11
null
9
2020-05-27 15:21:39.185215
Poor
No
Monthly
Condo
708
1,196,101
34
Female
34,221
Divorced
3
PhD
null
22.559968
Rural
Basic
2
17
572
4
2020-05-12 15:21:39.206847
Poor
No
Daily
Apartment
1,363
1,196,102
53
Male
11,273
Divorced
3
PhD
Self-Employed
23.184946
Urban
Premium
null
5
706
2
2022-10-29 15:21:39.261856
Average
No
Weekly
Condo
99
1,196,103
51
Male
10,042
Single
0
High School
Self-Employed
14.669225
Urban
Basic
null
12
353
9
2023-06-07 15:21:39.105504
Average
Yes
Monthly
Apartment
607
1,196,104
55
Female
55,436
Married
3
High School
Employed
43.602848
Suburban
Basic
0
18
542
9
2022-09-24 15:21:39.199447
null
No
Weekly
House
26
1,196,105
44
Male
30,896
Single
4
PhD
Self-Employed
41.25477
Suburban
Comprehensive
0
7
null
9
2023-08-25 15:21:39.155231
Average
Yes
Monthly
Apartment
2,758
1,196,106
62
Female
76,715
Divorced
4
Bachelor's
Unemployed
51.118401
Rural
Comprehensive
1
9
323
7
2021-05-15 15:21:39.192212
Good
No
Daily
Condo
1,294
1,196,107
26
Male
16,846
Divorced
0
High School
null
37.471176
Suburban
Premium
1
12
796
9
2022-12-08 15:21:39.102694
Good
No
Weekly
Condo
1,604
1,196,108
47
Male
90,143
Single
1
High School
Unemployed
38.017728
Rural
Basic
1
1
332
6
2021-11-10 15:21:39.219432
Average
Yes
Rarely
House
1,209
1,196,109
28
Female
32,397
Single
0
Master's
Unemployed
11.59883
Rural
Basic
null
11
null
7
2022-10-03 15:21:39.108562
Poor
No
Weekly
Condo
1,306
1,196,110
45
Female
25,557
Divorced
4
Master's
Employed
9.734454
Urban
Premium
1
7
565
6
2020-02-20 15:21:39.255696
Poor
No
Rarely
House
744
1,196,111
null
Female
29,095
Divorced
3
Master's
null
26.686988
Urban
Comprehensive
1
11
null
8
2022-07-10 15:21:39.134960
Good
Yes
Rarely
Apartment
1,067
1,196,112
61
Female
38,662
Divorced
4
Master's
null
4.852609
Suburban
Comprehensive
null
12
652
5
2021-07-31 15:21:39.259788
Poor
Yes
Rarely
Condo
995
1,196,113
49
Male
11,508
Divorced
2
Bachelor's
Self-Employed
8.935201
Urban
Premium
1
7
675
9
2021-03-21 15:21:39.134960
Good
No
Rarely
Apartment
1,168
1,196,114
63
Female
4,619
Single
null
PhD
Self-Employed
21.09593
Rural
Comprehensive
2
15
null
2
2021-10-15 15:21:39.237118
Good
No
Daily
House
83
1,196,115
45
Female
16,573
Married
1
High School
null
20.170854
Urban
Basic
1
12
748
8
2021-07-13 15:21:39.247098
Poor
No
Daily
Condo
901
1,196,116
26
Male
18,795
Single
1
PhD
Unemployed
17.828179
Suburban
Comprehensive
2
11
442
8
2022-09-17 15:21:39.229482
Good
Yes
Daily
House
549
1,196,117
28
Male
15,983
Single
0
High School
Unemployed
36.711394
Rural
Comprehensive
1
16
null
3
2020-12-31 15:21:39.134960
Average
Yes
Daily
Apartment
575
1,196,118
38
Male
120,611
Married
1
PhD
null
18.008569
Rural
Basic
1
7
663
6
2021-10-19 15:21:39.246098
Poor
Yes
Daily
House
378
1,196,119
41
Male
20,883
Single
4
PhD
Employed
25.865345
Rural
Basic
0
16
562
5
2020-09-11 15:21:39.155231
Good
Yes
Daily
Condo
2,114
1,196,120
64
Female
34,626
Single
3
Master's
Self-Employed
24.095253
Suburban
Comprehensive
0
11
651
8
2020-08-01 15:21:39.175719
Average
Yes
Monthly
Condo
275
1,196,121
58
Female
12,733
Married
2
Master's
null
40.746465
Urban
Premium
null
16
457
3
2020-03-29 15:21:39.176717
Poor
No
Monthly
Condo
798
1,196,122
64
Male
45,915
Single
1
Bachelor's
Employed
null
Rural
Comprehensive
0
5
551
9
2019-10-03 15:21:39.134960
null
No
Daily
Apartment
494
1,196,123
48
Male
55,719
Married
1
High School
Employed
11.827507
Urban
Comprehensive
2
11
748
4
2022-07-04 15:21:39.134960
Average
No
Daily
Apartment
3,769
1,196,124
37
Male
15,963
Single
1
PhD
Unemployed
18.739698
Urban
Comprehensive
0
9
694
2
2021-06-01 15:21:39.095696
Poor
No
Weekly
Apartment
1,509
1,196,125
40
Female
26,883
Single
0
Bachelor's
Self-Employed
38.911761
Urban
Comprehensive
null
10
846
1
2021-08-04 15:21:39.134960
Good
Yes
Weekly
House
1,112
1,196,126
57
Male
9,881
Married
0
Bachelor's
Employed
15.936995
Suburban
Comprehensive
null
2
609
1
2021-04-09 15:21:39.155231
Average
No
Daily
Condo
766
1,196,127
28
Female
1,198
Single
4
Bachelor's
Unemployed
9.753029
Urban
Comprehensive
2
19
543
9
2023-01-17 15:21:39.097737
Poor
No
Weekly
House
1,221
1,196,128
37
Male
53,437
Divorced
2
Bachelor's
null
6.806433
Rural
Basic
null
7
313
9
2022-10-08 15:21:39.166062
Good
No
Monthly
Apartment
884
1,196,129
39
Male
3,711
Divorced
null
Master's
Unemployed
37.822741
Suburban
Basic
1
11
599
4
2020-03-13 15:21:39.134960
Good
No
Rarely
Apartment
2,686
1,196,130
21
Female
20,757
Divorced
4
Master's
Employed
18.365935
Rural
Premium
0
17
686
3
2021-09-07 15:21:39.172097
Average
Yes
Rarely
Condo
527
1,196,131
28
Male
15,774
Divorced
null
Master's
Self-Employed
38.889784
Rural
Basic
3
7
829
8
2023-07-09 15:21:39.107553
Average
Yes
Daily
Condo
594
1,196,132
30
Male
61,478
Single
0
Master's
null
18.878188
Urban
Premium
2
10
492
8
2023-03-17 15:21:39.155231
null
No
Monthly
Condo
782
1,196,133
57
Male
28,305
Married
4
Master's
null
31.489814
Suburban
Premium
null
6
null
2
2023-06-24 15:21:39.172097
Good
Yes
Rarely
House
3,271
1,196,134
20
Male
2,589
Single
3
Master's
Self-Employed
5.846689
Rural
Premium
2
0
617
8
2020-04-23 15:21:39.155231
Good
Yes
Weekly
House
1,519
1,196,135
22
Female
18,059
Divorced
3
PhD
Employed
23.527052
Rural
Premium
1
1
679
6
2023-09-14 15:21:39.217387
Average
Yes
Rarely
House
963
1,196,136
20
Male
null
Married
1
PhD
Unemployed
38.004033
Urban
Basic
null
4
342
4
2020-10-04 15:21:39.094752
Poor
Yes
Daily
Apartment
826
1,196,137
34
Female
3,298
Divorced
1
Bachelor's
Employed
21.719216
Urban
Comprehensive
null
0
330
7
2021-08-23 15:21:39.221386
Average
No
Daily
Apartment
1,029
1,196,138
53
Male
null
Single
4
Bachelor's
null
13.427513
Suburban
Basic
null
1
434
7
2022-07-01 15:21:39.108562
Good
Yes
Weekly
House
482
1,196,139
30
Female
1,038
Divorced
3
Bachelor's
Self-Employed
23.958328
Rural
Comprehensive
2
13
710
7
2023-04-18 15:21:39.134960
Good
No
Daily
Apartment
554
1,196,140
31
Male
3,254
Married
0
High School
null
null
Rural
Basic
null
13
636
5
2022-06-22 15:21:39.274993
Average
Yes
Weekly
Apartment
930
1,196,141
26
Male
83,418
Married
0
Master's
Self-Employed
7.52789
Suburban
Comprehensive
3
5
438
7
2020-03-20 15:21:39.188220
Average
No
Weekly
Condo
996
1,196,142
23
Female
62,893
Single
1
High School
null
52.44246
Rural
Premium
1
15
656
9
2022-03-24 15:21:39.286113
Poor
Yes
Monthly
Condo
725
1,196,143
36
Male
9,727
Single
2
Master's
Unemployed
33.369863
Rural
Premium
2
3
843
6
2023-10-21 15:21:39.087123
Poor
No
Daily
Apartment
1,592
1,196,144
45
Female
7,069
Single
null
Bachelor's
null
19.766758
Rural
Comprehensive
0
18
783
9
2021-07-06 15:21:39.279729
Good
No
Daily
Condo
643
1,196,145
51
Female
9,058
Divorced
2
PhD
Employed
20.814146
Rural
Premium
0
17
728
9
2021-09-28 15:21:39.134960
Poor
No
Rarely
Condo
979
1,196,146
27
Male
27,476
Married
1
High School
null
30.976268
Urban
Premium
1
6
713
3
2020-12-19 15:21:39.173834
Average
Yes
Daily
House
2,020
1,196,147
19
Female
24,839
Divorced
2
Bachelor's
Self-Employed
33.382507
Rural
Basic
null
8
697
5
2024-04-04 15:21:39.220389
null
Yes
Monthly
House
629
1,196,148
48
Female
120,766
Married
2
PhD
Employed
31.83857
Suburban
Premium
0
1
365
2
2023-09-20 15:21:39.221386
Average
Yes
Weekly
Condo
1,010
1,196,149
29
Female
23,757
Married
2
Master's
Unemployed
36.343702
Urban
Comprehensive
2
12
761
3
2022-03-08 15:21:39.091080
Average
No
Rarely
House
559
1,196,150
62
Female
27,779
Divorced
3
Bachelor's
Self-Employed
41.659523
Rural
Comprehensive
null
15
774
1
2024-01-12 15:21:39.126661
Average
Yes
Rarely
Apartment
2,134
1,196,151
35
Female
6,819
Married
3
High School
Employed
22.051208
Suburban
Comprehensive
0
5
521
8
2022-01-27 15:21:39.134960
Average
No
Rarely
House
885
1,196,152
24
Male
17,121
Divorced
0
Master's
null
45.483393
Suburban
Premium
1
4
null
6
2019-11-26 15:21:39.155231
Good
No
Weekly
Condo
1,022
1,196,153
18
Male
39,644
Single
3
Bachelor's
Self-Employed
21.382788
Rural
Premium
2
7
762
6
2021-07-28 15:21:39.187211
Average
Yes
Rarely
House
988
1,196,154
24
Male
10,171
Single
0
Master's
Unemployed
16.956828
Suburban
Premium
0
17
607
8
2024-05-19 15:21:39.134960
Good
No
Weekly
House
1,674
1,196,155
22
Female
35,786
Single
2
Master's
Self-Employed
8.452227
Rural
Basic
1
0
601
7
2021-08-18 15:21:39.155231
Average
Yes
Daily
Apartment
1,654
1,196,156
39
Male
67,227
Married
0
Bachelor's
null
40.223411
Urban
Basic
null
16
399
1
2020-07-30 15:21:39.222387
Average
Yes
Daily
Condo
758
1,196,157
45
Male
23,248
Single
2
PhD
Employed
25.91218
Rural
Premium
1
1
null
8
2023-03-27 15:21:39.094752
Average
Yes
Weekly
House
903
1,196,158
34
Male
27,190
Single
0
PhD
null
22.933228
Suburban
Comprehensive
null
13
693
3
2020-05-17 15:21:39.134960
Poor
No
Weekly
Apartment
793
1,196,159
18
Female
4,614
Married
3
Master's
Self-Employed
34.181708
Rural
Comprehensive
2
0
847
6
2021-12-27 15:21:39.172097
Poor
No
Daily
Condo
1,227
1,196,160
30
Male
27,791
Divorced
2
Bachelor's
null
23.937605
Suburban
Basic
null
0
622
9
2022-11-28 15:21:39.278402
Poor
Yes
Daily
Apartment
40
1,196,161
30
Female
13,861
Single
2
PhD
Unemployed
49.636393
Urban
Premium
0
3
478
7
2020-08-02 15:21:39.167099
Poor
No
Daily
Apartment
783
1,196,162
35
Male
23,739
Divorced
2
High School
Unemployed
27.419949
Urban
Premium
null
11
310
2
2023-02-09 15:21:39.267454
Average
No
Weekly
Apartment
1,171
1,196,163
43
Female
9,095
Divorced
2
PhD
Self-Employed
23.584934
Rural
Premium
0
17
657
1
2020-03-14 15:21:39.134960
null
No
Monthly
Apartment
45
1,196,164
40
Female
26,284
Single
3
High School
Unemployed
52.412441
Suburban
Basic
null
18
761
2
2020-10-29 15:21:39.188220
Average
Yes
Weekly
Apartment
991
1,196,165
45
Male
20,248
Divorced
1
PhD
Employed
16.072534
Suburban
Premium
0
10
562
1
2022-03-29 15:21:39.232526
Poor
No
Daily
Apartment
382
1,196,166
58
Female
131,668
Married
1
Master's
Self-Employed
24.180427
Rural
Premium
3
8
317
7
2020-07-17 15:21:39.112553
Poor
No
Daily
Apartment
760
1,196,167
21
Male
12,961
Single
0
High School
Self-Employed
35.456425
Rural
Basic
0
10
839
9
2021-11-18 15:21:39.155231
Poor
Yes
Daily
Apartment
1,180
1,196,168
42
Male
18,609
Married
2
Master's
Unemployed
26.038508
Urban
Premium
1
11
391
9
2021-10-12 15:21:39.132191
Average
Yes
Rarely
Condo
728
1,196,169
56
Male
7,791
Divorced
4
Master's
null
13.783941
Rural
Premium
1
0
null
8
2023-03-19 15:21:39.226954
Average
No
Rarely
Apartment
20
1,196,170
58
Female
3,408
Single
2
PhD
Unemployed
null
Urban
Basic
1
12
706
5
2022-08-22 15:21:39.146733
Average
No
Daily
Condo
1,166
1,196,171
48
Male
17,054
Divorced
4
PhD
Unemployed
41.624597
Urban
Basic
1
2
495
5
2021-02-01 15:21:39.134960
Average
No
Weekly
Condo
1,029
1,196,172
36
Female
136,971
Married
null
Bachelor's
Employed
25.827034
Suburban
Premium
0
16
598
6
2020-05-09 15:21:39.155231
Good
Yes
Daily
House
209
1,196,173
51
Male
1,719
Single
3
Master's
Self-Employed
33.723605
Urban
Premium
0
18
351
6
2023-01-28 15:21:39.228521
Average
No
Weekly
Condo
1,419
1,196,174
21
Male
1,439
Divorced
3
Master's
Self-Employed
null
Urban
Basic
null
17
656
6
2021-05-07 15:21:39.089116
Good
Yes
Daily
Condo
1,784
1,196,175
43
Male
4,029
Married
0
Master's
Unemployed
null
Urban
Basic
2
11
624
6
2020-12-25 15:21:39.190215
Poor
Yes
Daily
House
1,564
1,196,176
61
Female
5,550
Single
4
Bachelor's
Unemployed
22.160818
Rural
Comprehensive
null
8
803
5
2021-01-10 15:21:39.134960
Poor
No
Monthly
Condo
614
1,196,177
25
Male
1,027
Divorced
3
Master's
Unemployed
7.236524
Rural
Basic
1
6
762
9
2020-02-10 15:21:39.289099
null
Yes
Monthly
House
568
1,196,178
62
Female
14,862
Married
0
Bachelor's
Employed
35.084951
Suburban
Premium
null
3
498
4
2023-05-14 15:21:39.143708
Good
No
Weekly
Condo
687
1,196,179
46
Male
72,552
null
4
PhD
Unemployed
null
Rural
Premium
null
2
443
5
2020-09-06 15:21:39.256696
Poor
No
Daily
House
551
1,196,180
46
Female
16,863
Single
1
Master's
Employed
17.064244
Rural
Comprehensive
null
3
479
1
2021-12-15 15:21:39.172097
Poor
No
Rarely
House
981
1,196,181
61
Male
49,723
Single
4
Master's
Employed
21.090182
Rural
Premium
0
13
441
3
2024-01-20 15:21:39.170099
null
Yes
Monthly
Condo
563
1,196,182
56
Female
108,723
Divorced
null
High School
Unemployed
13.293392
Suburban
Basic
null
2
439
7
2024-03-23 15:21:39.173834
Poor
Yes
Monthly
Condo
1,204
1,196,183
46
Male
609
Divorced
3
Master's
Employed
15.6484
Suburban
Comprehensive
0
5
761
6
2023-09-28 15:21:39.126661
Average
Yes
Monthly
Apartment
24
1,196,184
24
Female
9,081
Single
2
High School
Employed
18.689413
Suburban
Premium
1
1
593
7
2024-01-18 15:21:39.081504
null
No
Monthly
House
910
1,196,185
46
Male
34,973
Divorced
1
High School
Unemployed
30.753838
Urban
Basic
0
12
732
8
2020-07-28 15:21:39.122134
Good
Yes
Monthly
Apartment
1,273
1,196,186
54
Female
59,093
Single
1
High School
null
8.945144
Rural
Premium
null
5
469
8
2023-03-30 15:21:39.099739
Good
Yes
Rarely
Apartment
4,736
1,196,187
22
Female
30,650
Married
2
Master's
Unemployed
38.065981
Rural
Comprehensive
null
5
null
5
2022-11-25 15:21:39.281787
Good
Yes
Monthly
Condo
855
1,196,188
37
Female
7,977
Single
3
Bachelor's
Self-Employed
10.639649
Suburban
Premium
1
11
null
1
2023-12-28 15:21:39.206847
Good
No
Rarely
Apartment
817
1,196,189
32
Female
16,091
Divorced
3
Master's
Self-Employed
14.064789
Rural
Premium
1
3
690
7
2023-01-05 15:21:39.121169
null
Yes
Monthly
Apartment
519
1,196,190
50
Female
29,370
Married
2
Bachelor's
Unemployed
12.818982
Rural
Premium
1
9
488
3
2019-12-31 15:21:39.198406
Poor
No
Daily
Condo
212
1,196,191
48
Female
4,957
Divorced
3
High School
Self-Employed
39.598819
Urban
Premium
0
1
521
8
2019-09-19 15:21:39.106582
Poor
No
Rarely
Condo
1,152
1,196,192
23
Male
27,164
Married
0
PhD
Self-Employed
39.468826
Urban
Premium
4
18
719
8
2022-03-10 15:21:39.251142
Average
No
Monthly
House
128
1,196,193
62
Female
15,556
Married
1
Bachelor's
Employed
30.639575
Rural
Premium
3
1
693
8
2021-01-06 15:21:39.226954
Good
Yes
Rarely
Apartment
744
1,196,194
48
Female
68,784
Single
3
Bachelor's
Self-Employed
9.186948
Urban
Basic
1
19
411
4
2023-05-22 15:21:39.237118
Average
No
Monthly
House
139
1,196,195
44
Male
1,208
Single
4
High School
Self-Employed
51.084537
Suburban
Premium
1
5
469
6
2024-08-03 15:21:39.115178
Poor
No
Daily
Condo
523
1,196,196
56
Female
21,021
Single
3
Bachelor's
Unemployed
28.794291
Suburban
Comprehensive
0
9
488
4
2022-11-28 15:21:39.188220
Poor
No
Monthly
Apartment
616
1,196,197
null
Female
23,593
Married
2
High School
null
27.2787
Urban
Basic
2
19
702
2
2021-11-29 15:21:39.289099
Average
Yes
Monthly
Condo
1,025
1,196,198
19
Female
3,712
Married
3
High School
null
6.816761
Suburban
Comprehensive
0
16
528
7
2022-02-18 15:21:39.084065
Good
Yes
Daily
Condo
3,632
1,196,199
63
Female
16,221
Single
2
Bachelor's
null
32.34921
Rural
Premium
2
8
542
5
2021-10-27 15:21:39.244069
Good
No
Rarely
Condo
753