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
1,174,100
33
Male
77,370
Married
2
PhD
Self-Employed
22.7727
Rural
Premium
3
3
304
4
2023-12-28 15:21:39.151732
Poor
No
Monthly
Condo
91
1,174,101
27
Female
null
Divorced
3
Master's
null
13.001678
Rural
Premium
null
4
301
3
2021-10-16 15:21:39.226954
null
Yes
Monthly
Apartment
130
1,174,102
33
Female
18,297
Divorced
3
PhD
Employed
4.567747
Rural
Premium
0
6
790
9
2020-01-18 15:21:39.095696
Poor
No
Rarely
Condo
1,056
1,174,103
42
Female
43,415
Divorced
2
Bachelor's
Unemployed
10.093069
Urban
Basic
1
0
744
7
2020-09-08 15:21:39.134960
Average
Yes
Rarely
House
587
1,174,104
63
Female
null
Divorced
4
PhD
null
37.064865
Rural
Premium
0
16
335
7
2024-02-10 15:21:39.220389
Good
Yes
Daily
Apartment
746
1,174,105
42
Male
1,345
Divorced
3
Bachelor's
Self-Employed
14.690969
Urban
Basic
1
7
383
7
2022-02-02 15:21:39.134960
Poor
No
Weekly
House
301
1,174,106
32
Female
20,633
Single
4
PhD
Employed
22.839231
Urban
Basic
0
0
535
9
2022-07-13 15:21:39.172097
Average
Yes
Rarely
House
3,028
1,174,107
38
Male
1,099
Married
3
Bachelor's
Employed
15.240821
Rural
Premium
1
7
487
3
2020-09-28 15:21:39.155231
Poor
No
Rarely
Apartment
862
1,174,108
59
Male
23,212
Single
0
Master's
Self-Employed
29.353621
Suburban
Premium
1
10
562
8
2022-04-27 15:21:39.197445
null
Yes
Weekly
House
1,194
1,174,109
48
Female
41,152
Single
3
Master's
Employed
20.361206
Urban
Comprehensive
1
8
813
4
2020-07-26 15:21:39.233998
Good
No
Weekly
House
747
1,174,110
56
Male
72,697
Divorced
3
High School
Self-Employed
null
Rural
Basic
2
17
494
3
2021-03-02 15:21:39.092127
Poor
No
Daily
Apartment
437
1,174,111
29
Male
null
Married
0
Bachelor's
Unemployed
21.81373
Rural
Basic
0
12
469
2
2024-03-22 15:21:39.121169
Good
Yes
Monthly
House
146
1,174,112
29
Male
96,508
Single
2
Master's
Self-Employed
42.811553
Urban
Comprehensive
null
13
749
5
2022-05-08 15:21:39.134960
Poor
Yes
Rarely
Apartment
136
1,174,113
61
Male
38,343
Married
1
Master's
Unemployed
30.958811
Urban
Comprehensive
1
14
792
9
2021-09-23 15:21:39.134960
Poor
Yes
Daily
House
1,944
1,174,114
34
Male
6,051
Single
4
PhD
Unemployed
34.926792
Rural
Premium
0
18
395
6
2024-03-24 15:21:39.155231
Poor
Yes
Monthly
House
1,166
1,174,115
45
Male
15,585
Divorced
3
Master's
Employed
31.919126
Suburban
Basic
1
18
null
7
2023-05-14 15:21:39.091080
Average
No
Monthly
House
985
1,174,116
23
Male
628
Divorced
2
Master's
null
null
Rural
Basic
null
15
589
8
2023-06-22 15:21:39.192212
Average
Yes
Weekly
House
783
1,174,117
59
Male
8,925
Single
3
High School
null
3.170188
Urban
Premium
0
14
683
9
2024-04-01 15:21:39.274993
Poor
Yes
Monthly
Condo
677
1,174,118
31
Male
103,317
Married
1
Bachelor's
Unemployed
12.457088
Suburban
Basic
0
17
371
2
2022-07-29 15:21:39.085129
Poor
Yes
Monthly
Condo
2,114
1,174,119
31
Male
27,382
Married
1
Master's
Unemployed
43.817383
Urban
Premium
null
12
null
4
2024-03-21 15:21:39.260856
Average
Yes
Rarely
House
1,266
1,174,120
35
Male
12,861
Divorced
4
Master's
Self-Employed
22.749715
Urban
Basic
null
16
674
5
2020-04-02 15:21:39.205850
Good
No
Monthly
Condo
1,098
1,174,121
43
Male
9,056
Divorced
4
Bachelor's
null
18.947252
Urban
Premium
0
9
761
3
2021-10-02 15:21:39.237118
Poor
No
Weekly
House
619
1,174,122
49
Male
5,836
Divorced
3
Master's
Self-Employed
12.837378
Rural
Basic
0
4
507
5
2023-08-23 15:21:39.145732
Poor
Yes
Monthly
House
1,726
1,174,123
40
Female
45,647
Single
null
Bachelor's
null
42.362355
Urban
Basic
2
7
328
4
2021-01-05 15:21:39.286113
Good
No
Daily
House
925
1,174,124
34
Female
74,479
Divorced
4
Bachelor's
Self-Employed
30.687021
Rural
Basic
1
13
409
9
2024-03-15 15:21:39.185215
Poor
No
Monthly
House
549
1,174,125
21
Female
20,389
Divorced
2
Bachelor's
Self-Employed
21.926698
Urban
Basic
null
19
472
2
2022-06-04 15:21:39.126661
Poor
Yes
Monthly
House
1,859
1,174,126
22
Female
14,525
null
0
Master's
Unemployed
48.518511
Rural
Premium
null
18
null
4
2022-10-20 15:21:39.207847
Average
No
Weekly
Apartment
95
1,174,127
21
Male
4,079
Single
null
Master's
null
null
Urban
Basic
1
8
513
6
2021-03-11 15:21:39.085129
Good
Yes
Weekly
House
4,826
1,174,128
21
Male
1,150
Single
null
PhD
null
35.441798
Rural
Basic
0
3
665
7
2022-12-23 15:21:39.237118
null
No
Weekly
Condo
1,773
1,174,129
28
Female
43,892
Married
4
Bachelor's
Employed
35.784554
Urban
Basic
null
10
817
9
2020-01-08 15:21:39.274993
Poor
No
Daily
House
2,960
1,174,130
56
Female
39
Single
4
High School
null
11.544905
Urban
Basic
1
10
520
7
2023-02-07 15:21:39.134960
Good
No
Daily
Apartment
38
1,174,131
29
Male
1,607
Married
0
Master's
null
34.844365
Urban
Comprehensive
2
11
684
3
2020-12-23 15:21:39.246098
Good
Yes
Daily
Apartment
946
1,174,132
45
Male
1,220
Divorced
4
Master's
Unemployed
17.720767
Suburban
Basic
null
13
775
9
2024-07-17 15:21:39.190215
Average
Yes
Weekly
House
220
1,174,133
35
Female
18,693
Single
0
Bachelor's
Unemployed
10.835361
Rural
Basic
0
1
735
6
2019-11-29 15:21:39.192212
Good
No
Weekly
House
1,338
1,174,134
39
Female
17,641
Single
1
PhD
null
17.016423
Rural
Basic
1
2
516
9
2023-08-16 15:21:39.120168
Average
No
Rarely
Condo
2,265
1,174,135
54
Male
14,430
Divorced
3
High School
null
14.066809
Urban
Basic
1
14
422
8
2021-08-14 15:21:39.095696
Average
Yes
Daily
Condo
669
1,174,136
58
Female
3,523
Married
0
High School
null
23.619559
Urban
Premium
1
2
596
7
2020-01-10 15:21:39.175719
Poor
Yes
Rarely
House
20
1,174,137
51
Male
12,062
Single
4
Bachelor's
null
11.633238
Rural
Premium
1
6
596
2
2020-11-23 15:21:39.134960
Average
No
Monthly
Condo
815
1,174,138
59
Male
24,983
Divorced
2
Master's
Self-Employed
5.59369
Urban
Comprehensive
null
13
308
8
2019-10-10 15:21:39.175719
Average
Yes
Daily
House
461
1,174,139
26
Male
2,699
Single
3
High School
Self-Employed
5.996447
Suburban
Comprehensive
2
2
null
5
2023-01-15 15:21:39.273973
Poor
Yes
Daily
Condo
103
1,174,140
35
Female
110
Married
4
Bachelor's
null
33.482913
Rural
Basic
null
6
632
3
2020-08-18 15:21:39.080440
null
No
Daily
House
603
1,174,141
36
Female
59,092
Single
1
High School
null
32.16842
Urban
Premium
null
1
684
5
2022-04-08 15:21:39.096739
Poor
No
Rarely
House
381
1,174,142
27
Male
1,213
Married
2
PhD
Unemployed
10.30862
Urban
Premium
1
10
709
1
2022-10-30 15:21:39.223901
null
No
Rarely
House
943
1,174,143
38
Female
5,410
Married
4
PhD
Self-Employed
null
Rural
Basic
3
15
null
7
2020-05-13 15:21:39.250151
Good
Yes
Daily
Apartment
1,758
1,174,144
57
Male
39,593
Single
2
Bachelor's
Unemployed
40.792849
Rural
Comprehensive
1
0
640
8
2020-03-28 15:21:39.288099
Poor
No
Monthly
Apartment
466
1,174,145
22
Female
28,561
Single
4
Master's
null
11.387476
Rural
Basic
1
13
725
4
2019-08-17 15:21:39.154008
Average
Yes
Rarely
Condo
1,039
1,174,146
41
Female
16,582
Married
0
Bachelor's
Employed
31.764468
Urban
Premium
1
16
517
5
2022-05-27 15:21:39.134960
Average
No
Rarely
House
1,859
1,174,147
48
Female
23,891
Single
2
Master's
null
9.490475
Urban
Basic
1
14
543
8
2020-10-13 15:21:39.276901
Average
No
Monthly
Condo
488
1,174,148
24
Female
43,713
Married
4
Master's
Self-Employed
22.286039
Suburban
Comprehensive
1
11
637
4
2020-04-07 15:21:39.166062
Average
No
Monthly
Condo
535
1,174,149
37
Male
1,608
Single
2
Bachelor's
Self-Employed
null
Rural
Premium
0
1
767
3
2024-03-16 15:21:39.092127
Average
No
Weekly
House
614
1,174,150
40
Male
119
Single
3
Master's
Self-Employed
null
Urban
Comprehensive
2
1
null
9
2024-05-04 15:21:39.246098
Good
No
Rarely
Condo
1,876
1,174,151
43
Male
null
Divorced
2
High School
null
14.170918
Suburban
Comprehensive
0
16
391
1
2022-05-14 15:21:39.155231
Average
No
Daily
House
538
1,174,152
46
Female
28,161
Divorced
4
Bachelor's
Employed
21.380117
Rural
Premium
0
7
748
6
2019-10-17 15:21:39.177724
Average
Yes
Daily
Condo
627
1,174,153
30
Female
11,902
Married
2
High School
Employed
15.154083
Urban
Premium
1
14
846
8
2020-08-03 15:21:39.235012
Poor
No
Weekly
Apartment
828
1,174,154
41
Female
1,571
Divorced
2
Bachelor's
null
47.054955
Rural
Comprehensive
null
15
315
4
2022-09-04 15:21:39.283783
Average
No
Rarely
House
925
1,174,155
53
Male
1,596
Married
null
Master's
Unemployed
34.839855
Urban
Basic
2
2
null
7
2024-08-10 15:21:39.250151
Poor
No
Rarely
Condo
1,325
1,174,156
55
Male
3,925
Divorced
3
High School
null
10.757983
Suburban
Comprehensive
1
17
414
4
2023-10-02 15:21:39.118178
Average
Yes
Rarely
Apartment
916
1,174,157
45
Male
8,891
Single
4
Bachelor's
Employed
29.569504
Suburban
Comprehensive
1
5
691
2
2022-04-13 15:21:39.122134
Average
Yes
Weekly
Condo
602
1,174,158
58
Male
29,063
Married
3
High School
Employed
11.555902
Rural
Basic
0
7
812
9
2023-03-01 15:21:39.079128
Good
No
Daily
House
3,479
1,174,159
34
Male
93,851
Divorced
3
Bachelor's
Employed
null
Urban
Basic
2
12
483
3
2022-06-04 15:21:39.224915
Average
No
Daily
Apartment
761
1,174,160
48
Female
38,704
Married
4
Master's
Unemployed
4.613481
Suburban
Basic
null
4
705
5
2021-03-31 15:21:39.121169
Poor
No
Monthly
Condo
202
1,174,161
41
Female
43,493
Single
4
Bachelor's
null
null
Suburban
Basic
null
0
629
4
2020-12-13 15:21:39.205850
Average
No
Monthly
Condo
1,193
1,174,162
22
Male
1,550
Divorced
3
Bachelor's
null
25.305875
Urban
Premium
0
12
680
1
2020-03-16 15:21:39.246098
Good
No
Weekly
Apartment
2,943
1,174,163
40
Female
3,997
Married
null
Bachelor's
Unemployed
14.827043
Urban
Basic
null
7
576
7
2022-07-04 15:21:39.219432
Good
Yes
Weekly
Apartment
2,512
1,174,164
52
Male
44,284
Married
4
High School
Unemployed
35.85967
Suburban
Comprehensive
1
19
743
1
2020-12-30 15:21:39.185215
Poor
No
Weekly
Apartment
1,513
1,174,165
63
Female
40,682
Married
3
Bachelor's
null
6.836882
Suburban
Basic
null
8
464
5
2022-12-08 15:21:39.120168
Poor
Yes
Rarely
House
45
1,174,166
47
Male
43,787
Married
0
Bachelor's
Employed
42.066533
Urban
Comprehensive
null
5
812
1
2020-01-27 15:21:39.165120
Good
No
Daily
House
228
1,174,167
36
Female
50,842
Divorced
2
Master's
Unemployed
22.896713
Suburban
Basic
null
9
364
2
2020-09-14 15:21:39.257696
Average
Yes
Monthly
Condo
2,797
1,174,168
18
Male
1,259
Married
4
High School
null
41.607839
Rural
Basic
0
17
null
1
2020-05-27 15:21:39.204790
null
No
Daily
House
463
1,174,169
42
Female
8,881
Single
2
High School
Unemployed
null
Suburban
Comprehensive
0
9
null
5
2023-12-05 15:21:39.134960
Poor
No
Rarely
Condo
1,397
1,174,170
23
Male
62,782
null
4
Master's
null
34.633665
Rural
Comprehensive
1
19
469
7
2022-02-24 15:21:39.155231
Average
Yes
Weekly
House
1,086
1,174,171
27
Male
33,623
Divorced
null
PhD
Unemployed
16.332326
Urban
Basic
null
17
424
8
2021-10-04 15:21:39.237118
Good
Yes
Monthly
House
657
1,174,172
49
Female
21,156
Divorced
0
High School
Self-Employed
6.967249
Rural
Comprehensive
null
12
668
1
2021-05-24 15:21:39.194829
Poor
Yes
Rarely
Condo
733
1,174,173
21
Male
17,559
Married
2
PhD
Employed
31.01567
Rural
Premium
null
16
743
9
2023-11-05 15:21:39.090124
Poor
No
Monthly
Condo
473
1,174,174
39
Female
16,870
Married
1
PhD
Employed
17.857233
Rural
Comprehensive
null
6
448
4
2023-03-14 15:21:39.155231
Poor
Yes
Rarely
House
795
1,174,175
51
Female
87,321
Divorced
0
PhD
Self-Employed
7.925937
Suburban
Basic
3
15
null
4
2023-08-08 15:21:39.286113
Poor
Yes
Monthly
House
80
1,174,176
25
Male
31,526
Married
2
Master's
Unemployed
43.591118
Rural
Comprehensive
1
14
null
9
2020-03-07 15:21:39.090124
Good
No
Weekly
House
1,854
1,174,177
63
Female
23,952
Single
1
Master's
Self-Employed
3.955685
Suburban
Basic
null
8
762
2
2021-02-15 15:21:39.237118
Poor
No
Daily
Apartment
2,592
1,174,178
33
Male
3,468
Single
2
Bachelor's
Employed
39.445828
Suburban
Comprehensive
1
9
690
1
2022-11-06 15:21:39.223901
Average
No
Monthly
House
2,316
1,174,179
64
Female
33,299
Married
2
Master's
null
30.632192
Suburban
Basic
null
10
641
3
2021-02-19 15:21:39.187211
Average
No
Daily
Condo
882
1,174,180
59
Male
38,284
Married
2
Master's
Unemployed
33.744691
Urban
Basic
3
9
485
5
2024-07-09 15:21:39.095696
Poor
Yes
Rarely
Condo
991
1,174,181
22
Female
139,812
Divorced
1
Master's
null
22.944637
Suburban
Basic
null
12
312
6
2024-04-01 15:21:39.117183
Good
No
Monthly
Apartment
659
1,174,182
26
Female
null
Single
3
Master's
Self-Employed
37.664713
Rural
Comprehensive
1
16
419
4
2023-05-03 15:21:39.155231
Good
No
Weekly
Condo
2,661
1,174,183
43
Female
15,704
Single
1
Bachelor's
Self-Employed
41.160874
Urban
Premium
null
0
452
7
2023-04-28 15:21:39.237118
Good
Yes
Weekly
House
803
1,174,184
55
Female
98,436
Divorced
3
Bachelor's
Self-Employed
26.6212
Suburban
Premium
3
19
null
4
2024-05-10 15:21:39.176717
Average
No
Weekly
House
165
1,174,185
55
Male
15,333
Single
3
Bachelor's
Employed
23.659217
Rural
Comprehensive
null
13
658
3
2022-09-25 15:21:39.237118
Good
No
Daily
Condo
1,436
1,174,186
18
Male
3,327
Divorced
0
Bachelor's
Unemployed
9.896884
Suburban
Basic
1
14
646
7
2020-03-01 15:21:39.188220
Poor
No
Weekly
Condo
35
1,174,187
32
Male
null
Single
3
High School
Employed
24.988453
Rural
Basic
1
19
673
6
2023-09-23 15:21:39.177724
Good
Yes
Daily
Apartment
130
1,174,188
56
Female
1,210
Divorced
3
PhD
null
11.00404
Suburban
Basic
1
1
759
8
2024-05-07 15:21:39.082499
Good
Yes
Weekly
Condo
2,796
1,174,189
44
Female
21,231
Married
0
PhD
null
28.603195
Suburban
Premium
3
3
733
3
2024-04-09 15:21:39.261856
Average
No
Daily
Condo
299
1,174,190
52
Male
18,472
Single
2
Bachelor's
Self-Employed
49.737495
Suburban
Premium
1
0
633
5
2020-07-12 15:21:39.214388
Average
No
Daily
Condo
1,076
1,174,191
43
Male
10,906
Divorced
null
Master's
Unemployed
23.914497
Urban
Basic
null
7
722
7
2023-06-15 15:21:39.125660
Average
No
Rarely
House
561
1,174,192
51
Male
12,353
Divorced
2
Master's
Employed
23.749439
Suburban
Basic
0
17
781
3
2020-02-21 15:21:39.134960
Average
Yes
Daily
Apartment
962
1,174,193
52
Male
10,015
null
3
PhD
null
38.505008
Rural
Premium
1
0
843
9
2024-04-09 15:21:39.098696
Average
Yes
Weekly
House
1,332
1,174,194
27
Female
5,780
Married
4
PhD
Employed
19.913294
Rural
Basic
4
12
731
5
2020-04-01 15:21:39.259788
Poor
No
Monthly
House
466
1,174,195
51
Male
42,876
Divorced
1
Master's
Unemployed
12.708624
Suburban
Premium
3
15
368
8
2023-06-14 15:21:39.154008
Average
No
Weekly
Apartment
550
1,174,196
47
Male
77,101
Divorced
3
High School
Unemployed
11.95206
Urban
Premium
0
14
427
3
2022-02-24 15:21:39.112553
Good
No
Monthly
Condo
478
1,174,197
44
Female
1,586
Married
0
PhD
Unemployed
43.783269
Urban
Basic
1
6
562
9
2022-07-12 15:21:39.236064
Good
No
Daily
House
2,734
1,174,198
56
Male
58,280
Married
2
Bachelor's
Self-Employed
25.403353
Rural
Premium
0
17
529
6
2024-05-26 15:21:39.191219
Good
No
Weekly
Condo
315
1,174,199
26
Male
2,690
Married
3
Master's
Employed
31.682378
Suburban
Basic
null
16
315
3
2022-02-24 15:21:39.186212
Average
Yes
Monthly
House
2,855