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
48,700
45
Female
27,194
Divorced
1
High School
Employed
15.001809
Urban
Basic
4
1
null
6
2019-09-10 15:21:39.196387
Average
Yes
Weekly
Condo
2,386
48,701
63
Male
16,696
Single
1
PhD
null
44.829151
Urban
Premium
1
10
null
5
2021-04-19 15:21:39.237118
Good
Yes
Monthly
House
736
48,702
41
Female
89,627
Divorced
0
Master's
Employed
10.071054
Urban
Premium
null
5
378
5
2020-04-27 15:21:39.121169
Poor
No
Rarely
Condo
2,640
48,703
28
Male
90,902
Single
1
High School
Self-Employed
20.332644
Urban
Comprehensive
2
18
639
3
2021-02-06 15:21:39.282785
Average
Yes
Rarely
Condo
2,268
48,704
null
Female
117,375
Divorced
0
High School
null
39.849299
Urban
Basic
2
19
446
7
2023-06-23 15:21:39.289099
null
Yes
Rarely
Condo
2,141
48,705
55
Male
17,121
Single
2
Bachelor's
null
21.635518
Urban
Premium
2
9
813
4
2021-12-25 15:21:39.109552
Average
No
Rarely
Apartment
20
48,706
54
Female
15,494
Single
2
Master's
Employed
36.473331
Urban
Basic
0
5
393
2
2023-12-20 15:21:39.123711
Good
Yes
Weekly
House
828
48,707
21
Male
4,532
Married
2
PhD
Self-Employed
49.294985
Suburban
Comprehensive
null
3
365
2
2022-04-01 15:21:39.171102
Poor
No
Weekly
Apartment
607
48,708
45
Male
17,881
Married
3
Bachelor's
null
10.947012
Suburban
Premium
1
7
638
8
2022-04-02 15:21:39.207847
Average
Yes
Daily
Condo
514
48,709
54
Female
7,096
Married
0
PhD
Unemployed
null
Suburban
Premium
0
17
757
8
2020-08-20 15:21:39.288099
Poor
No
Rarely
Condo
710
48,710
47
Male
null
Single
0
PhD
Self-Employed
5.936114
Rural
Basic
1
18
null
3
2021-03-20 15:21:39.109552
Poor
Yes
Rarely
Condo
258
48,711
41
Female
2,663
Single
null
PhD
Unemployed
43.676895
Urban
Premium
null
14
658
2
2022-01-18 15:21:39.134960
Poor
No
Rarely
Apartment
2,038
48,712
29
Male
8,811
Single
0
Master's
Employed
19.988215
Urban
Premium
0
11
null
1
2020-06-24 15:21:39.124659
Good
No
Rarely
Apartment
986
48,713
34
Male
92,678
Married
0
Bachelor's
Self-Employed
33.266438
Suburban
Basic
0
4
389
5
2021-04-21 15:21:39.220389
Poor
Yes
Weekly
Apartment
645
48,714
31
Male
36,830
Divorced
1
PhD
Unemployed
9.624764
Urban
Basic
0
10
null
3
2021-03-03 15:21:39.254678
Poor
No
Weekly
Apartment
1,401
48,715
52
Male
16,863
Divorced
null
High School
Employed
13.241625
Urban
Basic
2
7
728
1
2021-03-18 15:21:39.126661
Good
Yes
Daily
House
1,318
48,716
46
Male
60,527
Single
2
PhD
null
41.912843
Suburban
Premium
null
0
449
7
2024-01-23 15:21:39.155231
Average
Yes
Rarely
Condo
1,731
48,717
44
Male
1,184
Single
4
Master's
Unemployed
15.854175
Rural
Comprehensive
null
15
713
3
2020-07-12 15:21:39.216387
Average
No
Rarely
Apartment
39
48,718
41
Male
24,983
Divorced
3
Bachelor's
Unemployed
18.869648
Suburban
Comprehensive
1
12
628
5
2024-05-02 15:21:39.180553
Good
Yes
Weekly
Condo
688
48,719
20
Female
73,469
Single
1
Bachelor's
Employed
48.505029
Rural
Premium
0
6
457
9
2020-05-13 15:21:39.194829
Good
Yes
Rarely
Apartment
931
48,720
57
Female
4,769
Single
2
High School
Unemployed
33.256529
Urban
Comprehensive
2
10
null
6
2020-09-18 15:21:39.098696
Average
No
Weekly
Apartment
1,322
48,721
50
Female
2,456
Single
4
Bachelor's
Employed
null
Suburban
Premium
0
14
null
9
2020-06-26 15:21:39.194829
Good
Yes
Rarely
Apartment
775
48,722
32
Male
51,823
Married
2
PhD
Unemployed
null
Urban
Basic
1
4
485
1
2019-12-10 15:21:39.237118
Good
No
Daily
House
2,357
48,723
48
Female
35,436
Married
4
PhD
null
26.574966
Rural
Comprehensive
0
2
765
6
2020-03-13 15:21:39.170099
Good
Yes
Rarely
Condo
1,055
48,724
28
Male
2,611
Divorced
3
Bachelor's
Self-Employed
35.819311
Rural
Premium
2
5
561
1
2023-12-03 15:21:39.145732
Good
Yes
Rarely
Apartment
735
48,725
53
Female
46,321
Married
3
Bachelor's
Employed
null
Suburban
Premium
3
14
783
3
2021-08-02 15:21:39.279729
Good
Yes
Rarely
House
828
48,726
63
Male
125,845
Married
3
High School
Self-Employed
9.945292
Urban
Comprehensive
1
18
349
1
2023-08-18 15:21:39.175719
Poor
Yes
Weekly
Apartment
1,570
48,727
59
Male
45,907
Single
4
PhD
Unemployed
50.642854
Suburban
Comprehensive
1
8
463
8
2020-08-15 15:21:39.155231
Good
No
Weekly
Apartment
38
48,728
47
Female
71,750
Divorced
4
High School
Self-Employed
17.739205
Urban
Premium
null
2
836
9
2023-06-02 15:21:39.265513
Good
Yes
Weekly
Apartment
69
48,729
52
Male
7,079
Single
1
Master's
Self-Employed
32.263439
Urban
Comprehensive
null
9
766
9
2020-04-26 15:21:39.281787
Good
No
Monthly
Condo
893
48,730
25
Male
18,253
Married
0
High School
null
3.802053
Urban
Basic
1
0
548
1
2021-09-14 15:21:39.212862
null
Yes
Monthly
Condo
93
48,731
24
Male
17,087
Married
2
PhD
Self-Employed
25.203411
Urban
Basic
null
16
587
1
2024-05-21 15:21:39.155231
Poor
Yes
Rarely
Apartment
2,141
48,732
21
Female
28,897
Married
4
Master's
Employed
null
Rural
Premium
0
6
658
3
2023-10-25 15:21:39.093681
Good
Yes
Rarely
Condo
533
48,733
27
Female
6,958
Divorced
null
Master's
Employed
43.264812
Suburban
Premium
null
17
null
1
2020-06-21 15:21:39.149731
Good
No
Rarely
Condo
1,426
48,734
45
Female
9,118
Married
4
Bachelor's
Self-Employed
12.1774
Urban
Comprehensive
null
9
786
5
2023-07-18 15:21:39.122134
Average
No
Monthly
House
419
48,735
25
Female
6,901
Divorced
3
Bachelor's
null
null
Suburban
Basic
null
14
779
2
2022-11-25 15:21:39.155231
Average
Yes
Daily
Condo
603
48,736
35
Female
6,929
Divorced
null
Master's
Self-Employed
null
Urban
Premium
null
15
639
9
2021-12-02 15:21:39.237118
Poor
No
Rarely
Condo
1,733
48,737
45
Female
6,315
Married
3
Master's
Employed
34.624038
Rural
Basic
null
9
585
2
2020-03-07 15:21:39.134960
Poor
No
Weekly
Condo
25
48,738
35
Male
7,172
Single
null
Master's
Unemployed
28.185086
Urban
Comprehensive
1
7
469
3
2022-09-19 15:21:39.155231
Average
No
Monthly
House
1,835
48,739
58
Male
7,077
Married
null
PhD
null
28.845799
Rural
Basic
1
9
657
1
2020-09-26 15:21:39.098696
Good
No
Monthly
House
728
48,740
33
Female
1,806
Married
1
Master's
null
5.622956
Rural
Basic
0
10
464
8
2023-10-20 15:21:39.181605
Poor
No
Weekly
Apartment
1,420
48,741
20
Male
58,958
Divorced
2
PhD
Self-Employed
15.55873
Urban
Basic
2
8
587
2
2021-04-05 15:21:39.260856
Average
No
Weekly
House
2,134
48,742
24
Female
24,552
Single
1
PhD
Employed
16.838607
Rural
Comprehensive
null
5
null
3
2022-03-28 15:21:39.134960
Good
Yes
Monthly
Condo
635
48,743
53
Male
45,625
Married
0
Master's
Unemployed
5.945556
Urban
Comprehensive
null
12
691
7
2021-05-18 15:21:39.171102
Good
Yes
Rarely
Apartment
1,487
48,744
23
Female
18,405
Single
3
High School
Employed
24.572627
Suburban
Comprehensive
2
11
775
2
2020-05-22 15:21:39.134960
Average
Yes
Daily
Condo
518
48,745
43
Female
10,050
Single
1
Bachelor's
Unemployed
19.792039
Rural
Premium
1
1
517
1
2022-02-24 15:21:39.134960
Poor
No
Rarely
House
1,242
48,746
33
Female
1,348
Married
4
Bachelor's
Unemployed
44.717924
Suburban
Premium
1
11
371
1
2024-01-23 15:21:39.173834
Poor
No
Rarely
House
769
48,747
20
Female
93,466
Married
4
PhD
Employed
29.593746
Suburban
Basic
1
3
382
4
2024-07-07 15:21:39.226954
Average
No
Monthly
Apartment
695
48,748
51
Female
16,963
Single
3
Master's
Unemployed
42.343701
Rural
Comprehensive
2
15
483
2
2020-01-20 15:21:39.087123
Poor
No
Weekly
House
556
48,749
35
Male
27,116
Single
2
PhD
Self-Employed
14.085505
Urban
Comprehensive
0
12
null
2
2021-08-10 15:21:39.222387
Good
No
Rarely
House
785
48,750
39
Male
5,983
Single
1
Bachelor's
null
32.085395
Rural
Premium
null
18
635
3
2020-10-12 15:21:39.170099
Average
Yes
Daily
Apartment
704
48,751
35
Male
21,671
Married
0
Bachelor's
null
29.906371
Urban
Premium
null
13
736
8
2021-03-02 15:21:39.093681
Average
Yes
Daily
Condo
1,314
48,752
30
Male
44,365
Single
0
Bachelor's
null
18.958399
Suburban
Premium
0
16
648
6
2020-06-24 15:21:39.155231
Poor
Yes
Rarely
House
2,359
48,753
52
Female
35,225
null
2
PhD
Employed
17.827489
Rural
Premium
0
9
452
1
2020-06-12 15:21:39.281787
Poor
Yes
Daily
Condo
1,222
48,754
39
Female
null
Married
2
Bachelor's
Employed
29.651871
Rural
Comprehensive
null
3
836
5
2020-10-01 15:21:39.145732
Poor
Yes
Weekly
Apartment
150
48,755
55
Male
4,825
Married
4
PhD
Self-Employed
49.135878
Rural
Comprehensive
null
19
403
2
2023-03-27 15:21:39.197445
Poor
Yes
Daily
House
1,670
48,756
30
Male
3,565
Married
null
High School
Employed
46.454671
Suburban
Basic
null
2
null
7
2020-06-20 15:21:39.244069
Poor
Yes
Monthly
Condo
2,567
48,757
56
Male
16,882
Married
0
Bachelor's
null
51.95492
Suburban
Comprehensive
null
9
673
6
2020-06-17 15:21:39.246098
Poor
Yes
Weekly
Apartment
956
48,758
57
Female
26,395
Married
4
Master's
Self-Employed
29.781179
Urban
Premium
0
0
758
9
2023-10-26 15:21:39.089116
Average
Yes
Daily
Apartment
2,380
48,759
30
Female
5,812
Married
3
High School
Unemployed
15.098456
Rural
Premium
0
1
null
6
2023-02-25 15:21:39.237118
Poor
No
Monthly
Condo
1,141
48,760
37
Female
3,324
Divorced
0
Master's
Self-Employed
33.103472
Suburban
Premium
null
13
null
8
2019-12-26 15:21:39.236064
Good
No
Weekly
Condo
612
48,761
46
Female
14,598
Single
4
High School
Employed
23.854269
Urban
Basic
2
7
846
2
2020-06-11 15:21:39.116179
Poor
No
Daily
Apartment
3,663
48,762
47
Male
null
Single
null
Master's
Employed
44.287096
Rural
Comprehensive
null
12
344
7
2021-04-16 15:21:39.134960
Average
No
Rarely
Apartment
456
48,763
29
Male
25,761
Married
0
PhD
Unemployed
7.926796
Urban
Premium
0
0
516
6
2022-06-16 15:21:39.099739
Average
No
Daily
House
454
48,764
54
Male
44,664
Divorced
1
High School
Unemployed
18.619177
Rural
Basic
null
12
null
9
2024-07-19 15:21:39.170099
Good
No
Daily
Apartment
449
48,765
36
Male
8,054
Divorced
1
PhD
Self-Employed
33.053098
Urban
Premium
null
5
479
8
2020-11-25 15:21:39.155231
Poor
Yes
Daily
Condo
2,177
48,766
61
Female
1,310
Single
2
Bachelor's
null
10.853299
Suburban
Basic
1
11
578
4
2021-08-11 15:21:39.171102
Good
Yes
Daily
House
128
48,767
58
Male
43,734
Divorced
0
High School
null
27.926742
Suburban
Comprehensive
0
17
775
3
2021-02-08 15:21:39.134960
Poor
No
Weekly
Apartment
466
48,768
25
Female
44,763
Single
2
PhD
null
41.744278
Urban
Premium
1
3
467
3
2021-08-26 15:21:39.237118
Average
No
Weekly
Condo
518
48,769
45
Male
61,706
Single
2
Bachelor's
Employed
16.241102
Urban
Basic
1
4
762
6
2022-12-16 15:21:39.147735
Good
Yes
Weekly
House
82
48,770
53
Female
34,372
Single
null
PhD
null
35.638483
Rural
Premium
null
10
513
8
2022-07-11 15:21:39.192212
Poor
Yes
Weekly
House
1,132
48,771
35
Male
1,799
Single
1
PhD
null
32.249912
Suburban
Comprehensive
2
17
446
9
2024-07-24 15:21:39.152732
Poor
Yes
Rarely
Apartment
20
48,772
37
Female
18,087
Divorced
0
Bachelor's
null
16.291708
Urban
Basic
1
11
713
8
2022-10-03 15:21:39.264504
Good
Yes
Weekly
Condo
757
48,773
49
Female
null
Married
2
Bachelor's
Self-Employed
null
Rural
Premium
null
12
479
4
2020-04-09 15:21:39.151732
Average
Yes
Weekly
House
2,193
48,774
54
Male
3,736
Married
4
Master's
Self-Employed
14.788452
Suburban
Basic
2
7
543
6
2023-11-14 15:21:39.172097
Good
Yes
Rarely
Apartment
541
48,775
18
Male
25,211
Single
2
Master's
Unemployed
9.757022
Urban
Premium
null
0
595
5
2021-06-17 15:21:39.237118
Good
Yes
Weekly
Apartment
2,156
48,776
44
Male
102,980
Divorced
1
Master's
Self-Employed
10.98236
Rural
Premium
3
3
459
3
2022-04-03 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,725
48,777
23
Male
945
Divorced
null
Bachelor's
null
43.141065
Suburban
Premium
2
17
808
3
2021-01-08 15:21:39.134960
Average
Yes
Daily
Condo
731
48,778
41
Female
11,998
Married
1
PhD
null
7.655071
Urban
Basic
1
4
null
4
2021-07-18 15:21:39.274993
Good
No
Daily
Apartment
63
48,779
28
Female
63,740
Single
1
Master's
Self-Employed
49.958401
Suburban
Basic
1
16
789
5
2021-08-24 15:21:39.095696
Average
No
Rarely
House
2,456
48,780
33
Female
44,009
Married
0
Bachelor's
Self-Employed
8.927561
Urban
Basic
2
7
593
8
2022-12-21 15:21:39.094752
Good
Yes
Monthly
House
2,237
48,781
40
Male
37,606
Divorced
2
PhD
null
8.567737
Rural
Comprehensive
3
1
553
4
2020-09-05 15:21:39.280784
Poor
No
Monthly
Condo
688
48,782
61
Female
5,905
Married
1
Bachelor's
null
null
Suburban
Basic
0
0
788
1
2023-07-26 15:21:39.192212
Good
No
Monthly
Apartment
1,513
48,783
31
Female
27,046
Married
0
Bachelor's
Employed
6.085725
Urban
Comprehensive
0
16
425
8
2023-10-04 15:21:39.226954
Average
Yes
Rarely
Condo
725
48,784
58
Male
21,793
Married
0
Master's
Employed
14.41057
Urban
Basic
0
9
504
2
2022-06-04 15:21:39.164044
Average
No
Rarely
House
703
48,785
23
Female
3,033
Divorced
3
High School
Employed
15.987599
Urban
Comprehensive
0
10
532
3
2023-03-18 15:21:39.097737
Poor
Yes
Weekly
House
2,035
48,786
23
Male
76,487
Single
null
PhD
Self-Employed
12.692512
Rural
Basic
1
13
447
9
2020-09-17 15:21:39.085129
null
Yes
Monthly
House
582
48,787
47
Male
35,484
Single
3
Master's
Self-Employed
20.361207
Suburban
Basic
null
11
498
4
2022-03-19 15:21:39.092127
Good
Yes
Daily
Condo
2,196
48,788
25
Male
142,078
Married
2
PhD
Self-Employed
null
Rural
Basic
2
3
661
2
2021-07-31 15:21:39.079128
Average
Yes
Rarely
House
787
48,789
54
Male
42,579
Single
1
High School
null
46.578858
Rural
Comprehensive
1
18
733
6
2024-07-24 15:21:39.125660
null
Yes
Monthly
Condo
1,140
48,790
18
Female
9,104
Married
null
Bachelor's
Unemployed
21.927631
Urban
Basic
0
18
454
1
2023-03-14 15:21:39.244069
Average
Yes
Weekly
Condo
1,461
48,791
42
Female
3,546
Divorced
1
Master's
Employed
37.319835
Urban
Comprehensive
null
14
null
6
2023-04-07 15:21:39.155231
Good
No
Weekly
Condo
26
48,792
37
Female
29,093
Single
2
High School
null
20.848232
Rural
Comprehensive
2
13
null
8
2023-04-13 15:21:39.145732
Poor
No
Daily
House
837
48,793
60
Male
13,881
Married
0
Bachelor's
null
36.857475
Rural
Basic
0
3
722
1
2019-09-19 15:21:39.222387
Poor
No
Daily
Condo
668
48,794
54
Male
44,172
Single
4
PhD
null
18.814962
Rural
Premium
0
3
360
3
2022-02-08 15:21:39.155231
Good
No
Daily
Apartment
1,572
48,795
21
Female
17,636
Single
2
PhD
null
49.339842
Rural
Premium
1
16
667
7
2024-06-16 15:21:39.226954
Poor
Yes
Monthly
Condo
2,798
48,796
45
Male
39,724
Divorced
4
Master's
Employed
24.935802
Urban
Premium
0
18
587
9
2022-02-03 15:21:39.134960
Average
Yes
Rarely
House
709
48,797
23
Male
19,841
Single
4
Master's
null
9.994301
Rural
Premium
0
6
603
4
2020-11-22 15:21:39.283783
Average
Yes
Rarely
Apartment
3,361
48,798
53
Male
714
Single
null
Master's
Self-Employed
47.444538
Suburban
Basic
2
13
758
6
2020-05-26 15:21:39.279729
Poor
No
Daily
Apartment
1,040
48,799
62
Female
6,877
Divorced
4
Master's
Employed
15.928658
Suburban
Comprehensive
1
10
null
7
2023-08-16 15:21:39.090124
Average
No
Daily
Apartment
2,819