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
1,169,100
56
Female
109,860
Single
0
Master's
Self-Employed
null
Urban
Comprehensive
3
9
554
6
2024-04-04 15:21:39.237118
Good
No
Daily
Apartment
674
1,169,101
35
Male
null
Divorced
0
Master's
null
32.053667
Urban
Basic
2
1
322
9
2023-06-24 15:21:39.128286
Good
Yes
Daily
Apartment
956
1,169,102
63
Female
39,718
Divorced
4
Master's
Employed
null
Rural
Comprehensive
0
19
738
8
2020-04-14 15:21:39.134960
Good
Yes
Weekly
Condo
942
1,169,103
38
Female
3,872
Single
1
Bachelor's
null
34.268829
Urban
Comprehensive
1
13
546
1
2023-06-11 15:21:39.176717
Average
No
Weekly
Condo
101
1,169,104
22
Male
1,340
Married
null
PhD
Employed
52.637429
Rural
Comprehensive
0
10
728
9
2023-06-29 15:21:39.088124
Poor
No
Rarely
Apartment
1,479
1,169,105
36
Male
13,189
Married
2
Master's
Self-Employed
7.332129
Suburban
Comprehensive
1
17
468
7
2023-01-25 15:21:39.155231
Good
No
Weekly
House
388
1,169,106
61
Female
45,674
Married
2
Bachelor's
Unemployed
5.865209
Rural
Premium
1
7
638
8
2021-02-26 15:21:39.092127
Good
Yes
Monthly
Condo
528
1,169,107
30
Male
14,015
Single
1
High School
Employed
34.587903
Urban
Premium
0
5
792
4
2021-04-11 15:21:39.184157
Average
Yes
Monthly
House
2,186
1,169,108
30
Female
15,585
Single
4
PhD
Self-Employed
17.171653
Suburban
Comprehensive
1
0
604
2
2022-12-11 15:21:39.106582
Average
No
Rarely
House
1,609
1,169,109
47
Male
51,144
Single
null
PhD
null
19.35336
Suburban
Comprehensive
2
11
531
1
2023-03-21 15:21:39.244069
Good
No
Daily
Apartment
3,275
1,169,110
57
Male
5,824
Married
1
Master's
Self-Employed
3.674352
Urban
Premium
0
6
828
8
2020-11-22 15:21:39.122134
Average
No
Weekly
Apartment
513
1,169,111
null
Female
16,892
Married
1
PhD
Unemployed
32.231825
Suburban
Comprehensive
0
12
null
4
2020-10-02 15:21:39.273973
Average
No
Daily
House
2,035
1,169,112
24
Male
44,823
Married
4
High School
null
39.937605
Suburban
Premium
0
19
772
1
2019-10-25 15:21:39.149731
Average
No
Daily
House
556
1,169,113
20
Male
2,474
Married
4
Master's
null
44.623768
Rural
Premium
0
8
495
9
2024-01-04 15:21:39.213373
Good
No
Monthly
Apartment
1,094
1,169,114
45
Male
11,279
Divorced
1
PhD
Unemployed
9.935128
Rural
Premium
1
2
679
6
2023-04-14 15:21:39.114118
Poor
Yes
Rarely
Apartment
927
1,169,115
24
Female
31,077
Single
4
PhD
Employed
40.704314
Rural
Premium
null
14
477
7
2019-11-17 15:21:39.210805
Average
No
Daily
Condo
800
1,169,116
57
Male
46,677
Divorced
0
Master's
Self-Employed
45.606066
Rural
Basic
null
16
342
7
2021-04-22 15:21:39.245086
Poor
Yes
Daily
Condo
715
1,169,117
31
Female
15,255
Single
1
PhD
null
30.948782
Urban
Comprehensive
1
6
812
9
2022-03-31 15:21:39.168099
Good
No
Weekly
House
880
1,169,118
49
Male
29,685
Divorced
4
PhD
Employed
48.496946
Rural
Premium
null
7
439
2
2024-05-04 15:21:39.134960
Good
No
Daily
Apartment
1,270
1,169,119
61
Male
6,710
Married
3
PhD
Unemployed
9.41733
Urban
Basic
0
1
null
5
2021-08-18 15:21:39.193945
Poor
No
Monthly
Condo
812
1,169,120
57
Female
97,512
Single
3
Master's
Employed
31.056519
Urban
Premium
0
3
479
7
2022-10-07 15:21:39.091080
Average
Yes
Monthly
House
2,136
1,169,121
62
Female
22,388
Divorced
2
Master's
Employed
24.170974
Rural
Basic
1
2
796
1
2023-08-22 15:21:39.175719
Poor
Yes
Weekly
House
769
1,169,122
25
Male
29,190
Married
1
PhD
Unemployed
37.938893
Suburban
Basic
1
2
null
1
2021-01-02 15:21:39.174719
Average
Yes
Weekly
Condo
1,103
1,169,123
24
Female
27,987
Married
0
High School
Self-Employed
12.639852
Rural
Premium
1
19
613
2
2020-08-22 15:21:39.207847
Average
No
Rarely
House
3,373
1,169,124
24
Male
51,397
Married
3
Bachelor's
null
20.955954
Rural
Basic
1
0
775
1
2023-02-18 15:21:39.279729
Poor
Yes
Rarely
Condo
48
1,169,125
40
Male
4,020
Married
0
Bachelor's
null
20.365743
Rural
Premium
null
17
468
7
2021-09-23 15:21:39.082499
Poor
Yes
Daily
Apartment
1,806
1,169,126
54
Female
120,588
Married
0
Master's
null
null
Urban
Premium
0
7
702
8
2020-11-26 15:21:39.155231
Poor
No
Monthly
House
3,385
1,169,127
39
Female
38,916
Divorced
0
PhD
null
25.14645
Rural
Basic
null
14
586
7
2021-01-09 15:21:39.134960
Average
No
Daily
House
638
1,169,128
21
Male
3,859
Married
4
PhD
Self-Employed
45.141083
Rural
Comprehensive
3
14
474
7
2020-04-07 15:21:39.134960
Good
Yes
Weekly
Condo
532
1,169,129
63
Female
null
Divorced
2
PhD
Employed
33.682535
Rural
Comprehensive
1
8
473
1
2022-11-14 15:21:39.198406
Poor
Yes
Weekly
Apartment
119
1,169,130
49
Female
110,124
Divorced
1
Bachelor's
Unemployed
16.928731
Urban
Premium
null
6
573
8
2024-05-27 15:21:39.171102
Poor
Yes
Rarely
House
349
1,169,131
58
Male
24,009
Divorced
3
High School
Unemployed
47.089875
Suburban
Comprehensive
2
11
550
8
2023-06-19 15:21:39.134960
Average
No
Rarely
Apartment
1,730
1,169,132
59
Female
2,173
Single
1
Bachelor's
Employed
35.594672
Urban
Basic
2
6
421
2
2021-11-30 15:21:39.134960
null
Yes
Daily
Condo
2,285
1,169,133
33
Male
6,969
Single
4
PhD
Employed
20.066606
Suburban
Basic
1
6
516
4
2024-03-24 15:21:39.155231
null
No
Daily
Condo
1,038
1,169,134
22
Male
7,664
Divorced
0
PhD
null
28.641462
Suburban
Comprehensive
2
5
632
3
2024-04-04 15:21:39.220389
Good
Yes
Weekly
House
2,020
1,169,135
41
Male
null
Married
3
Master's
Employed
21.175946
Rural
Comprehensive
3
17
null
1
2024-02-03 15:21:39.132191
Good
Yes
Weekly
House
3,877
1,169,136
25
Male
31,003
Married
3
PhD
Self-Employed
44.687077
Urban
Basic
null
14
472
4
2020-10-17 15:21:39.155231
Good
Yes
Rarely
House
25
1,169,137
54
Female
null
Divorced
0
Master's
null
15.581529
Urban
Basic
null
17
313
1
2022-06-05 15:21:39.155231
Good
No
Weekly
Apartment
571
1,169,138
39
Female
3,546
Single
null
Master's
Unemployed
29.363601
Rural
Comprehensive
0
5
683
3
2021-08-09 15:21:39.155231
null
No
Daily
House
1,476
1,169,139
21
Male
68,983
Married
0
Bachelor's
Self-Employed
11.133823
Suburban
Comprehensive
1
7
471
7
2024-02-26 15:21:39.108562
null
Yes
Monthly
Apartment
1,016
1,169,140
42
Female
16,751
Divorced
3
Bachelor's
Unemployed
32.977318
Rural
Comprehensive
3
4
751
8
2023-07-19 15:21:39.259788
Poor
Yes
Rarely
House
1,639
1,169,141
32
Female
122,739
Single
0
Master's
null
23.147568
Suburban
Basic
0
12
388
9
2023-04-01 15:21:39.253660
Good
No
Daily
House
1,131
1,169,142
40
Male
689
Divorced
3
Bachelor's
Unemployed
null
Urban
Basic
0
18
678
1
2021-02-15 15:21:39.231531
Poor
No
Daily
House
524
1,169,143
53
Female
2,852
Married
3
Master's
Self-Employed
5.989416
Suburban
Basic
0
10
338
8
2020-12-09 15:21:39.134960
Good
Yes
Monthly
House
1,094
1,169,144
18
Male
17,763
Divorced
null
PhD
null
25.383721
Suburban
Premium
null
5
null
9
2023-08-22 15:21:39.237118
Poor
No
Monthly
House
1,311
1,169,145
54
Female
40,252
Married
1
Bachelor's
Employed
28.417895
Suburban
Basic
null
8
null
6
2019-12-16 15:21:39.134960
Average
No
Daily
Condo
1,794
1,169,146
61
Female
5,427
Married
2
Bachelor's
Employed
11.726853
Suburban
Comprehensive
1
16
648
4
2022-02-18 15:21:39.084065
Average
Yes
Daily
Apartment
1,484
1,169,147
null
Male
6,835
Single
4
Master's
null
26.858806
Rural
Premium
0
0
539
9
2020-01-09 15:21:39.177724
Average
No
Weekly
House
605
1,169,148
21
Female
18,498
Single
4
PhD
null
43.419951
Rural
Comprehensive
2
15
595
5
2023-03-01 15:21:39.152732
Average
Yes
Monthly
Condo
2,077
1,169,149
37
Male
9,949
Single
2
High School
Unemployed
7.088813
Suburban
Basic
1
19
727
8
2023-03-15 15:21:39.105504
Good
No
Monthly
Condo
696
1,169,150
26
Female
17,095
Single
1
Bachelor's
Unemployed
11.175519
Urban
Premium
null
17
728
5
2022-10-29 15:21:39.187211
Good
Yes
Weekly
Condo
1,298
1,169,151
42
Male
52,239
Married
0
High School
Employed
28.726384
Rural
Basic
0
8
null
1
2022-09-12 15:21:39.126661
Good
No
Rarely
Apartment
218
1,169,152
63
Male
44,982
Single
3
Bachelor's
Unemployed
24.160961
Rural
Basic
3
4
402
8
2021-08-18 15:21:39.252145
null
No
Daily
Apartment
531
1,169,153
21
Male
1,427
Divorced
1
PhD
Employed
21.788701
Urban
Premium
2
7
719
2
2024-05-07 15:21:39.204790
Poor
Yes
Monthly
Apartment
1,379
1,169,154
56
Female
17,097
Divorced
1
Master's
Self-Employed
6.895466
Suburban
Premium
null
8
845
5
2022-12-22 15:21:39.204790
Average
No
Monthly
Apartment
1,782
1,169,155
48
Male
1,210
Single
1
High School
Unemployed
12.98826
Suburban
Basic
null
0
null
2
2022-02-19 15:21:39.134960
Good
Yes
Weekly
House
2,222
1,169,156
45
Male
18,173
Divorced
4
PhD
Employed
6.282299
Rural
Premium
1
1
656
9
2022-04-08 15:21:39.092127
null
No
Weekly
Condo
1,414
1,169,157
47
Male
null
Divorced
0
Master's
null
29.434831
Urban
Premium
null
9
734
7
2022-12-26 15:21:39.155231
Good
Yes
Daily
Apartment
335
1,169,158
50
Male
3,928
Married
1
Bachelor's
Employed
20.082983
Urban
Premium
null
5
464
9
2022-04-21 15:21:39.271453
Good
Yes
Rarely
House
2,196
1,169,159
47
Male
821
Single
1
High School
Employed
43.936126
Suburban
Comprehensive
null
4
389
2
2020-09-25 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,799
1,169,160
63
Male
13,036
Divorced
2
Bachelor's
null
28.884242
Urban
Basic
1
11
591
1
2020-05-13 15:21:39.155231
Good
No
Rarely
Apartment
4,564
1,169,161
41
Male
16,894
Married
0
High School
Unemployed
24.828727
Rural
Premium
1
15
626
6
2020-01-26 15:21:39.279729
Poor
No
Rarely
Condo
1,261
1,169,162
null
Female
145,925
Married
2
High School
null
23.858577
Urban
Premium
null
13
714
2
2022-01-10 15:21:39.144722
null
Yes
Daily
Condo
2,624
1,169,163
60
Female
5,729
Divorced
1
PhD
null
23.758711
Suburban
Comprehensive
null
10
773
8
2021-12-25 15:21:39.155231
Good
Yes
Weekly
Apartment
966
1,169,164
32
Male
25,863
Married
1
Bachelor's
null
5.814988
Urban
Premium
null
0
300
7
2019-09-27 15:21:39.231531
Good
Yes
Daily
House
2,244
1,169,165
21
Male
2,560
Married
2
High School
null
9.955881
Urban
Premium
4
17
659
7
2020-11-18 15:21:39.134960
Good
Yes
Monthly
Apartment
1,764
1,169,166
31
Male
34,506
Married
0
High School
null
19.03879
Urban
Premium
null
10
null
8
2020-03-16 15:21:39.093681
Good
No
Weekly
Apartment
1,281
1,169,167
56
Male
35,907
Divorced
3
Master's
null
14.081424
Rural
Basic
null
15
786
4
2020-09-19 15:21:39.134960
Average
No
Rarely
Apartment
1,284
1,169,168
52
Male
10,176
Married
4
Master's
null
31.372883
Suburban
Premium
null
14
574
6
2020-04-26 15:21:39.207847
Good
No
Monthly
Apartment
3,136
1,169,169
44
Female
17,095
Divorced
3
PhD
Unemployed
51.4304
Urban
Comprehensive
0
11
534
2
2021-12-06 15:21:39.231531
Average
Yes
Weekly
Condo
956
1,169,170
23
Male
3,976
Divorced
1
High School
Employed
12.352123
Urban
Premium
2
0
647
5
2019-10-12 15:21:39.123711
Poor
No
Rarely
House
2,859
1,169,171
27
Female
1,145
Single
4
PhD
null
23.068395
Rural
Basic
0
13
622
2
2020-07-12 15:21:39.171102
null
Yes
Weekly
Apartment
832
1,169,172
57
Female
7,053
Married
0
PhD
null
15.926644
Rural
Comprehensive
null
8
576
5
2021-04-12 15:21:39.286113
Poor
No
Daily
Apartment
731
1,169,173
25
Female
38,983
Single
null
PhD
null
15.98555
Suburban
Basic
0
12
458
7
2021-01-10 15:21:39.281787
Poor
No
Rarely
House
1,581
1,169,174
31
Male
10,098
Married
4
PhD
Self-Employed
25.489944
Urban
Premium
3
18
639
3
2024-04-29 15:21:39.172097
Poor
No
Weekly
Apartment
30
1,169,175
26
Male
5,550
Married
1
Bachelor's
Unemployed
31.443566
Rural
Basic
3
4
412
2
2023-09-28 15:21:39.081504
Good
No
Monthly
House
1,077
1,169,176
58
Male
45,389
Married
4
High School
null
null
Rural
Basic
null
19
811
5
2020-05-25 15:21:39.154008
Average
No
Weekly
Condo
981
1,169,177
33
Male
25,155
Divorced
0
Master's
Self-Employed
13.812055
Rural
Comprehensive
2
3
758
5
2022-09-03 15:21:39.151732
Average
No
Monthly
Condo
1,708
1,169,178
62
Male
5,836
Single
3
PhD
null
null
Rural
Basic
0
13
646
4
2020-07-05 15:21:39.155231
Average
No
Monthly
Condo
526
1,169,179
34
Female
5,874
Divorced
3
PhD
Self-Employed
26.801829
Suburban
Premium
1
17
757
6
2020-06-16 15:21:39.189223
Good
No
Daily
Condo
486
1,169,180
61
Female
74,866
Single
0
PhD
Self-Employed
10.270832
Urban
Basic
2
8
616
2
2022-10-25 15:21:39.146733
Average
Yes
Weekly
Condo
341
1,169,181
62
Male
101,832
Married
3
PhD
null
22.010904
Rural
Premium
0
2
307
1
2022-12-29 15:21:39.261856
Good
No
Monthly
Apartment
1,467
1,169,182
44
Male
52,299
Single
3
PhD
null
37.868103
Suburban
Basic
null
9
327
9
2020-06-05 15:21:39.134960
Poor
No
Weekly
House
2,469
1,169,183
30
Female
1,043
Divorced
2
Master's
null
26.769178
Urban
Premium
2
2
788
5
2021-07-17 15:21:39.199447
Poor
Yes
Rarely
Apartment
659
1,169,184
46
Female
926
Single
3
Bachelor's
Unemployed
30.659836
Suburban
Comprehensive
0
0
767
9
2020-06-23 15:21:39.093681
Average
Yes
Monthly
Condo
407
1,169,185
48
Female
50,831
Single
4
Master's
Self-Employed
10.555033
Urban
Comprehensive
2
11
458
6
2024-07-12 15:21:39.181605
Average
No
Monthly
Apartment
848
1,169,186
37
Female
3,766
Married
4
Bachelor's
Employed
26.895826
Urban
Premium
2
9
829
5
2020-04-27 15:21:39.245086
Poor
Yes
Daily
Apartment
438
1,169,187
23
Female
8,098
Single
3
Bachelor's
Unemployed
32.634895
Rural
Premium
null
10
773
4
2019-12-20 15:21:39.106582
Average
No
Daily
House
756
1,169,188
43
Male
71,280
Divorced
4
PhD
Self-Employed
5.673788
Rural
Premium
null
3
723
7
2023-05-09 15:21:39.128175
Poor
No
Monthly
Apartment
220
1,169,189
25
Male
139,858
Divorced
null
Bachelor's
Unemployed
27.36384
Rural
Basic
1
7
632
7
2021-10-27 15:21:39.237118
Good
Yes
Monthly
House
119
1,169,190
40
Male
27,071
Married
null
Bachelor's
null
35.5642
Rural
Comprehensive
null
3
512
5
2023-03-02 15:21:39.220389
null
Yes
Rarely
Apartment
243
1,169,191
56
Male
3,489
Divorced
3
PhD
null
null
Urban
Basic
null
7
648
6
2023-11-22 15:21:39.155231
Average
No
Daily
Apartment
1,242
1,169,192
32
Male
37,793
Divorced
null
Master's
null
7.651419
Rural
Basic
0
0
486
4
2019-09-07 15:21:39.167099
Good
Yes
Daily
Apartment
1,843
1,169,193
33
Female
12,978
Single
1
PhD
Self-Employed
3.95096
Rural
Basic
1
15
382
9
2020-05-03 15:21:39.182597
Poor
Yes
Weekly
Apartment
2,066
1,169,194
33
Female
18,106
Single
1
Master's
Unemployed
8.656689
Urban
Basic
0
18
765
3
2021-09-27 15:21:39.261856
Poor
Yes
Monthly
Condo
643
1,169,195
27
Male
24,486
Married
4
Bachelor's
Unemployed
14.527326
Rural
Comprehensive
0
19
652
1
2023-07-08 15:21:39.237118
Good
Yes
Monthly
Apartment
946
1,169,196
49
Female
35,706
Married
0
PhD
Unemployed
50.878254
Rural
Premium
null
4
796
1
2019-12-21 15:21:39.118178
Good
No
Weekly
Condo
1,561
1,169,197
60
Female
7,819
Divorced
0
Master's
Unemployed
40.465926
Urban
Comprehensive
2
10
null
4
2021-09-03 15:21:39.194829
Good
Yes
Monthly
Apartment
335
1,169,198
22
Male
628
Married
2
PhD
Unemployed
null
Suburban
Premium
null
17
677
9
2023-08-02 15:21:39.283783
Average
Yes
Rarely
Apartment
1,626
1,169,199
22
Male
19,750
Married
3
High School
Employed
25.256767
Rural
Comprehensive
null
8
null
9
2019-12-17 15:21:39.261856
Average
Yes
Monthly
House
113