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
46,700
54
Female
5,916
Married
null
Master's
Unemployed
14.27065
Rural
Premium
null
17
808
4
2020-09-06 15:21:39.205850
Average
No
Daily
Condo
888
46,701
20
Male
41,938
Divorced
2
PhD
Employed
27.351733
Suburban
Premium
2
9
687
7
2023-02-23 15:21:39.270454
Average
Yes
Weekly
Condo
687
46,702
56
Female
16,078
Divorced
4
High School
Unemployed
32.473819
Suburban
Basic
1
16
653
8
2021-04-15 15:21:39.134960
Poor
No
Rarely
House
3,419
46,703
34
Male
16,069
Single
null
Master's
Self-Employed
3.816095
Urban
Comprehensive
0
14
557
9
2021-03-01 15:21:39.145732
Poor
Yes
Weekly
Condo
638
46,704
52
Male
46,255
Single
0
Bachelor's
null
40.414971
Suburban
Premium
1
1
514
1
2024-08-05 15:21:39.197445
Poor
Yes
Daily
House
59
46,705
36
Female
84,811
Married
0
Master's
Employed
21.083982
Urban
Premium
2
2
590
3
2023-02-19 15:21:39.099739
Good
Yes
Daily
Apartment
3,473
46,706
36
Female
5,044
Divorced
null
Bachelor's
Self-Employed
9.979763
Urban
Premium
1
1
530
4
2019-12-05 15:21:39.173834
Average
Yes
Rarely
House
567
46,707
26
Female
100
Single
3
PhD
Self-Employed
20.566759
Rural
Premium
3
6
648
1
2024-01-27 15:21:39.084065
Good
No
Weekly
House
1,008
46,708
53
Male
3,801
Married
0
Bachelor's
Employed
27.856121
Suburban
Premium
null
16
464
7
2020-01-30 15:21:39.132191
Average
Yes
Monthly
House
573
46,709
41
Female
20,797
Single
3
High School
null
null
Suburban
Premium
0
3
519
6
2020-01-27 15:21:39.254678
Average
No
Rarely
Condo
2,731
46,710
53
Male
23,981
Married
2
High School
Employed
15.927124
Suburban
Premium
null
10
null
4
2022-07-01 15:21:39.134960
Average
Yes
Monthly
Apartment
1,294
46,711
24
Male
1,134
Single
null
PhD
Unemployed
25.374326
Suburban
Basic
2
2
640
8
2021-03-09 15:21:39.092127
Good
No
Weekly
Apartment
149
46,712
51
Female
72,493
Married
null
High School
Employed
11.955904
Urban
Basic
2
14
735
1
2024-02-08 15:21:39.281787
Good
Yes
Weekly
House
2,785
46,713
40
Female
27,488
Divorced
null
Master's
Self-Employed
50.513844
Urban
Comprehensive
0
18
638
3
2023-03-11 15:21:39.198406
Poor
Yes
Monthly
Apartment
719
46,714
54
Male
null
Single
3
Bachelor's
Employed
null
Rural
Premium
2
6
478
4
2020-08-04 15:21:39.228521
Poor
Yes
Rarely
Apartment
742
46,715
37
Male
566
Married
null
Bachelor's
Employed
19.89307
Urban
Basic
1
4
728
1
2019-10-03 15:21:39.131192
null
No
Weekly
House
619
46,716
26
Female
2,899
Divorced
2
Bachelor's
null
42.176024
Suburban
Comprehensive
2
5
706
5
2020-01-21 15:21:39.285112
Poor
Yes
Rarely
Apartment
1,556
46,717
36
Male
2,784
Divorced
1
High School
Employed
null
Suburban
Basic
0
13
514
7
2023-04-30 15:21:39.178717
Average
No
Monthly
Apartment
688
46,718
19
Female
38,612
Single
4
Bachelor's
Unemployed
33.079996
Rural
Basic
0
10
479
5
2023-07-22 15:21:39.082499
Good
Yes
Rarely
House
40
46,719
45
Male
3,750
Married
2
Bachelor's
null
44.81911
Urban
Comprehensive
0
5
757
4
2024-02-19 15:21:39.174719
Good
No
Monthly
Apartment
4,562
46,720
39
Male
77,938
Single
3
Master's
Employed
42.368517
Suburban
Comprehensive
null
3
334
8
2020-10-26 15:21:39.146733
Poor
No
Daily
Apartment
775
46,721
25
Female
8,861
Married
2
Bachelor's
null
21.149992
Urban
Basic
null
7
820
5
2024-02-21 15:21:39.130190
Good
Yes
Weekly
Condo
477
46,722
50
Male
20,897
Single
4
Bachelor's
null
20.639097
Suburban
Premium
0
16
null
2
2022-12-28 15:21:39.095696
Poor
Yes
Weekly
House
1,593
46,723
54
Male
65,886
Married
2
Bachelor's
null
31.946804
Suburban
Basic
0
0
326
8
2023-08-04 15:21:39.149731
Good
No
Weekly
House
540
46,724
39
Female
28,886
Divorced
1
High School
Unemployed
14.995681
Rural
Comprehensive
1
13
666
1
2021-05-10 15:21:39.168099
Poor
Yes
Weekly
Apartment
1,344
46,725
26
Male
35,321
Single
2
Master's
null
46.084552
Urban
Premium
0
5
836
9
2022-10-29 15:21:39.096739
Poor
No
Daily
Apartment
3,160
46,726
45
Female
23,648
Married
3
High School
Employed
39.994424
Suburban
Premium
0
19
null
6
2021-06-07 15:21:39.237118
Good
Yes
Weekly
House
979
46,727
31
Female
null
Divorced
3
High School
Self-Employed
23.157633
Urban
Basic
2
17
314
7
2022-12-17 15:21:39.097737
Average
Yes
Rarely
Condo
714
46,728
44
Female
46,232
Single
3
Master's
null
42.782297
Suburban
Basic
null
17
632
1
2020-11-25 15:21:39.082499
Good
Yes
Monthly
Apartment
24
46,729
20
Male
12,984
Married
3
Master's
Self-Employed
27.914583
Suburban
Basic
null
3
498
8
2021-04-21 15:21:39.094752
Poor
No
Weekly
Condo
27
46,730
57
Female
10,863
Divorced
1
High School
Self-Employed
null
Urban
Comprehensive
1
9
744
2
2024-02-04 15:21:39.237118
Poor
Yes
Daily
House
1,246
46,731
57
Male
26,200
Married
3
Master's
Self-Employed
37.935806
Urban
Premium
2
0
767
8
2021-11-06 15:21:39.134960
Average
No
Monthly
Condo
1,214
46,732
23
Female
null
Divorced
1
PhD
Unemployed
15.97961
Suburban
Basic
1
1
481
5
2021-12-18 15:21:39.091080
Poor
Yes
Weekly
Apartment
4,274
46,733
55
Male
34,374
Married
1
High School
null
44.452408
Suburban
Basic
null
10
537
1
2022-11-07 15:21:39.192212
Average
No
Daily
House
1,094
46,734
50
Male
715
Single
3
Bachelor's
Employed
10.926241
Rural
Comprehensive
0
13
667
7
2022-02-09 15:21:39.228521
Good
Yes
Monthly
Condo
2,087
46,735
28
Male
10,279
Married
2
PhD
Self-Employed
41.674411
Suburban
Basic
null
0
831
4
2019-10-15 15:21:39.089116
Poor
No
Daily
Apartment
171
46,736
53
Male
44,662
Divorced
2
Bachelor's
Unemployed
37.256827
Urban
Premium
0
15
772
4
2020-11-09 15:21:39.134960
Good
No
Weekly
Condo
1,670
46,737
28
Female
1,688
Married
1
High School
Unemployed
18.994517
Urban
Comprehensive
null
0
473
8
2022-11-22 15:21:39.201446
Good
No
Daily
Apartment
22
46,738
29
Female
5,914
Single
2
Bachelor's
Unemployed
26.795788
Urban
Comprehensive
null
17
null
3
2021-10-24 15:21:39.209847
Average
Yes
Weekly
Apartment
861
46,739
25
Male
1,158
Married
3
Bachelor's
Employed
40.534242
Urban
Premium
0
18
649
1
2020-03-02 15:21:39.165120
Good
Yes
Monthly
Apartment
2,046
46,740
44
Male
324
Single
1
PhD
null
29.676076
Suburban
Basic
1
1
735
6
2020-01-25 15:21:39.224915
Poor
No
Rarely
Condo
436
46,741
25
Female
4,415
Single
3
Bachelor's
Self-Employed
null
Rural
Comprehensive
null
8
759
3
2021-01-16 15:21:39.126661
Good
No
Daily
Apartment
2,046
46,742
62
Female
40,154
Married
3
Master's
Employed
10.827052
Rural
Basic
null
15
427
7
2022-08-10 15:21:39.210805
Good
Yes
Monthly
House
1,135
46,743
54
Male
27,861
Married
2
Bachelor's
Self-Employed
28.958643
Suburban
Premium
1
12
527
1
2023-05-26 15:21:39.091080
Average
Yes
Monthly
Apartment
651
46,744
19
Female
968
Single
1
High School
Employed
20.556623
Rural
Comprehensive
2
5
null
8
2022-06-28 15:21:39.285112
Average
Yes
Rarely
Apartment
391
46,745
22
Female
24,682
Married
3
High School
Employed
22.494976
Rural
Basic
0
10
782
2
2020-11-02 15:21:39.091080
Poor
No
Daily
House
736
46,746
26
Male
18,031
Single
2
PhD
null
26.982199
Urban
Basic
0
6
661
5
2021-10-11 15:21:39.082499
null
No
Weekly
Condo
662
46,747
64
Male
21,614
Married
2
PhD
Employed
45.853145
Suburban
Premium
2
1
352
2
2021-07-05 15:21:39.134960
Good
No
Daily
Condo
476
46,748
52
Male
44,983
Married
2
PhD
Self-Employed
33.792307
Suburban
Comprehensive
null
10
null
4
2021-07-17 15:21:39.254678
Average
Yes
Monthly
House
48
46,749
63
Female
27,111
Divorced
null
Master's
null
34.924747
Urban
Basic
0
14
849
9
2019-09-06 15:21:39.202448
Average
Yes
Daily
Condo
1,117
46,750
44
Male
17,079
Single
4
Bachelor's
Self-Employed
23.012333
Urban
Premium
0
2
null
1
2021-09-18 15:21:39.217387
Poor
Yes
Rarely
Apartment
1,033
46,751
47
Male
101
Divorced
3
Master's
null
44.848787
Rural
Premium
2
18
807
5
2021-11-13 15:21:39.143708
Average
Yes
Weekly
Condo
793
46,752
54
Male
29,585
Single
2
High School
null
41.265046
Urban
Premium
3
15
630
1
2023-06-01 15:21:39.095696
Poor
No
Monthly
House
1,125
46,753
19
Female
3,160
Single
4
Bachelor's
Unemployed
16.771726
Urban
Basic
1
9
705
3
2021-05-20 15:21:39.170099
Good
Yes
Weekly
Condo
78
46,754
41
Male
92,628
Married
1
Bachelor's
Self-Employed
10.78643
Suburban
Comprehensive
2
6
null
1
2021-08-16 15:21:39.207847
Average
Yes
Monthly
Apartment
118
46,755
54
Male
35,430
Married
null
Master's
null
50.859118
Suburban
Basic
1
18
629
2
2024-07-09 15:21:39.189223
Poor
Yes
Rarely
Apartment
710
46,756
24
Male
27,751
Divorced
1
Bachelor's
null
7.004965
Suburban
Comprehensive
null
18
608
3
2020-08-08 15:21:39.219432
null
No
Daily
House
452
46,757
37
Female
null
Single
0
Bachelor's
Unemployed
6.913228
Suburban
Basic
0
11
356
5
2022-10-25 15:21:39.085129
Poor
No
Rarely
Apartment
626
46,758
47
Female
2,845
Married
1
Bachelor's
null
40.784671
Rural
Basic
1
12
696
6
2022-05-20 15:21:39.167099
Good
Yes
Rarely
Condo
2,396
46,759
25
Female
6,814
Married
0
Bachelor's
null
29.164895
Urban
Comprehensive
3
1
584
9
2020-12-15 15:21:39.134960
Good
Yes
Daily
Apartment
474
46,760
31
Female
139,934
Divorced
2
Master's
Employed
29.92432
Urban
Premium
3
0
754
9
2019-11-12 15:21:39.151732
Good
No
Weekly
Condo
77
46,761
23
Male
81,449
Married
1
High School
Self-Employed
50.174001
Rural
Premium
1
18
437
9
2022-06-08 15:21:39.084065
null
Yes
Daily
House
1,076
46,762
42
Male
40,567
Single
4
High School
Self-Employed
8.642971
Suburban
Basic
2
10
689
2
2023-10-14 15:21:39.131192
Poor
Yes
Daily
House
50
46,763
35
Female
18,612
Single
0
Bachelor's
null
18.735575
Urban
Basic
0
5
749
3
2020-01-20 15:21:39.112553
Good
Yes
Daily
Apartment
121
46,764
57
Female
17,891
Divorced
3
High School
null
27.68459
Rural
Premium
0
6
644
7
2021-06-09 15:21:39.168099
Average
No
Rarely
Apartment
1,520
46,765
47
Female
74,099
Divorced
4
High School
null
30.879433
Suburban
Basic
null
15
403
3
2022-02-27 15:21:39.134960
Good
No
Monthly
Condo
631
46,766
28
Female
16,891
Married
1
Bachelor's
Unemployed
10.743227
Suburban
Comprehensive
1
6
562
7
2023-10-28 15:21:39.257696
Poor
Yes
Weekly
Apartment
1,010
46,767
32
Female
20,248
Divorced
2
PhD
null
36.01304
Rural
Basic
1
10
null
3
2021-06-20 15:21:39.190215
Average
Yes
Monthly
Apartment
1,165
46,768
47
Male
17,336
Married
null
High School
null
27.275797
Suburban
Premium
1
18
439
3
2022-08-10 15:21:39.155231
Good
No
Weekly
Apartment
1,720
46,769
43
Male
19,335
Single
null
PhD
Self-Employed
33.379009
Urban
Premium
2
15
537
6
2021-12-24 15:21:39.230483
null
Yes
Rarely
Condo
1,697
46,770
46
Female
44,334
Married
0
Bachelor's
Unemployed
14.85825
Urban
Premium
2
1
488
5
2020-08-07 15:21:39.215386
Poor
No
Rarely
Apartment
644
46,771
45
Male
40,306
Divorced
0
Bachelor's
Unemployed
27.772887
Rural
Basic
2
2
351
1
2021-04-28 15:21:39.280784
null
No
Weekly
House
1,455
46,772
38
Male
62,839
Single
4
Master's
null
20.814372
Rural
Basic
2
10
847
3
2019-08-23 15:21:39.247098
Good
Yes
Rarely
House
2,484
46,773
33
Male
35
Divorced
4
PhD
Self-Employed
23.674656
Urban
Comprehensive
0
5
839
6
2019-09-05 15:21:39.283783
Good
Yes
Monthly
Apartment
721
46,774
58
Female
8,791
Divorced
2
Bachelor's
Unemployed
6.814332
Urban
Basic
1
18
613
6
2023-06-26 15:21:39.091080
Poor
Yes
Monthly
Apartment
2,741
46,775
25
Female
73,835
Married
0
PhD
Unemployed
21.123319
Rural
Basic
0
18
449
8
2023-07-28 15:21:39.155231
Good
No
Weekly
Condo
1,605
46,776
36
Male
8,018
Divorced
null
Bachelor's
Unemployed
31.082615
Urban
Basic
null
10
542
5
2021-05-04 15:21:39.178918
Average
No
Monthly
Apartment
2,040
46,777
46
Male
46,218
Married
3
Bachelor's
Employed
23.390002
Suburban
Premium
2
13
538
3
2020-05-18 15:21:39.190215
Good
Yes
Weekly
House
942
46,778
33
Male
29,479
Divorced
3
Bachelor's
Self-Employed
7.065837
Urban
Premium
null
6
724
7
2022-11-28 15:21:39.092127
Poor
No
Weekly
Apartment
291
46,779
56
Female
1,211
Married
4
Bachelor's
Self-Employed
8.89715
Urban
Comprehensive
2
15
791
4
2022-06-27 15:21:39.211806
Average
Yes
Weekly
House
2,492
46,780
42
Male
36,665
Married
4
PhD
Self-Employed
44.354408
Urban
Premium
2
15
826
3
2021-08-19 15:21:39.155231
Poor
No
Rarely
Apartment
498
46,781
54
Male
null
Divorced
1
Bachelor's
Employed
38.179775
Suburban
Comprehensive
1
2
602
6
2023-07-07 15:21:39.198406
Poor
No
Daily
Condo
220
46,782
61
Male
726
Divorced
4
High School
null
6.717735
Urban
Premium
2
4
631
9
2020-12-02 15:21:39.244069
Good
No
Daily
House
616
46,783
50
Female
2,957
Married
4
Master's
null
null
Rural
Comprehensive
null
1
690
2
2020-05-29 15:21:39.134960
Poor
No
Rarely
House
1,219
46,784
30
Male
5,570
Single
3
Master's
Employed
21.054015
Suburban
Comprehensive
0
14
722
8
2021-01-11 15:21:39.151732
Average
No
Monthly
Condo
1,284
46,785
61
Male
1,009
Married
null
Master's
Employed
10.275099
Rural
Premium
null
6
639
3
2023-01-04 15:21:39.221386
null
Yes
Rarely
Condo
602
46,786
28
Female
82,949
Single
4
Master's
null
9.845696
Rural
Comprehensive
null
10
795
5
2022-01-12 15:21:39.246098
null
Yes
Monthly
House
2,442
46,787
32
Female
45,900
Divorced
0
Bachelor's
Unemployed
26.977688
Rural
Basic
null
13
756
2
2020-06-28 15:21:39.244069
Average
No
Rarely
Condo
946
46,788
35
Male
1,429
Single
3
Master's
null
33.849269
Urban
Basic
null
7
767
8
2022-01-24 15:21:39.274993
Good
No
Weekly
Condo
249
46,789
29
Female
29,076
Divorced
1
High School
Employed
3.911465
Suburban
Basic
2
6
721
5
2020-01-14 15:21:39.170099
Good
No
Rarely
Apartment
1,807
46,790
45
Male
28,293
Single
3
Bachelor's
null
null
Suburban
Premium
1
8
null
4
2021-09-13 15:21:39.143476
null
No
Rarely
House
1,063
46,791
27
Female
26,395
Divorced
2
PhD
null
21.818109
Suburban
Comprehensive
0
0
772
3
2022-08-21 15:21:39.110557
Poor
No
Daily
House
1,106
46,792
61
Female
28,408
Divorced
4
PhD
null
17.474671
Rural
Basic
1
12
657
5
2023-11-28 15:21:39.192212
Good
Yes
Monthly
House
452
46,793
23
Female
2,339
Married
4
Master's
null
6.90824
Suburban
Basic
0
6
null
8
2020-02-25 15:21:39.221386
Average
Yes
Rarely
Condo
2,092
46,794
24
Female
30,801
Single
3
Bachelor's
Self-Employed
20.393949
Rural
Comprehensive
1
12
626
8
2020-02-21 15:21:39.122134
Poor
No
Monthly
Condo
858
46,795
55
Female
9,963
Divorced
2
Master's
Self-Employed
36.304979
Suburban
Premium
null
0
585
8
2020-10-19 15:21:39.208842
Average
Yes
Daily
Condo
695
46,796
43
Female
28,791
Single
1
High School
Self-Employed
13.967976
Rural
Basic
1
9
669
2
2019-09-12 15:21:39.282785
Average
No
Daily
Apartment
1,094
46,797
43
Male
43,716
Married
1
High School
Self-Employed
23.739711
Rural
Comprehensive
null
2
584
4
2021-08-13 15:21:39.095696
Good
Yes
Monthly
House
1,172
46,798
50
Female
6,909
Married
3
High School
Self-Employed
null
Rural
Basic
null
13
null
3
2021-09-08 15:21:39.146733
Poor
No
Monthly
House
652
46,799
54
Male
25,983
Married
1
High School
Employed
30.257836
Rural
Comprehensive
null
6
765
1
2023-01-04 15:21:39.208842
Poor
Yes
Rarely
House
691