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
11,500
40
Male
121,656
Married
3
Master's
Unemployed
16.829486
Rural
Premium
1
1
414
1
2022-12-23 15:21:39.201446
Good
No
Weekly
Apartment
944
11,501
19
Male
18,644
Divorced
0
Bachelor's
null
11.052914
Suburban
Premium
2
6
551
2
2020-01-11 15:21:39.179186
Average
No
Weekly
Apartment
1,032
11,502
35
Female
12,569
Married
0
High School
null
24.926765
Rural
Comprehensive
0
2
834
5
2023-10-23 15:21:39.267454
Average
No
Daily
Apartment
81
11,503
52
Female
21,795
Single
2
PhD
null
24.054224
Suburban
Basic
1
15
null
2
2023-11-02 15:21:39.106582
Average
Yes
Monthly
House
1,745
11,504
49
Male
147,747
Single
1
PhD
Self-Employed
null
Suburban
Premium
null
9
633
7
2023-08-23 15:21:39.155231
Average
No
Daily
Condo
2,098
11,505
33
Female
26,681
Single
3
PhD
Unemployed
9.873454
Suburban
Comprehensive
1
11
757
9
2023-09-08 15:21:39.256696
Average
No
Weekly
House
1,836
11,506
56
Male
43,469
Divorced
null
High School
null
22.886754
Urban
Basic
null
12
551
4
2023-08-11 15:21:39.134960
Good
Yes
Weekly
Apartment
1,092
11,507
33
Male
7,073
Single
0
PhD
Employed
31.916739
Rural
Comprehensive
0
11
611
2
2021-01-30 15:21:39.106582
Poor
No
Rarely
Apartment
81
11,508
30
Male
33,646
Divorced
3
Bachelor's
Self-Employed
49.715449
Suburban
Premium
1
14
498
1
2021-01-25 15:21:39.121169
Poor
Yes
Monthly
House
1,154
11,509
40
Male
16,791
Married
0
PhD
null
40.293901
Suburban
Basic
1
16
552
1
2023-08-28 15:21:39.205850
Good
No
Daily
House
795
11,510
47
Male
38,212
Married
1
PhD
Unemployed
10.897115
Suburban
Basic
null
0
810
2
2020-01-18 15:21:39.115178
Good
No
Daily
Apartment
749
11,511
55
Female
40,318
Divorced
2
Master's
null
null
Urban
Premium
1
11
778
5
2022-11-13 15:21:39.223901
Poor
Yes
Weekly
House
111
11,512
41
Female
15,255
Divorced
2
High School
null
13.534785
Urban
Comprehensive
null
18
554
3
2023-10-01 15:21:39.106582
Good
Yes
Daily
Apartment
2,981
11,513
19
Female
1,434
Divorced
1
High School
Self-Employed
12.919112
Rural
Basic
2
17
665
5
2022-12-30 15:21:39.124659
Average
No
Weekly
Apartment
548
11,514
50
Female
1,608
Divorced
4
Bachelor's
Self-Employed
38.889827
Suburban
Comprehensive
null
11
311
3
2020-05-14 15:21:39.232526
Average
No
Monthly
Apartment
645
11,515
37
Female
3,973
Married
4
Master's
null
45.974705
Rural
Basic
0
9
779
7
2023-05-06 15:21:39.204790
null
No
Monthly
Apartment
1,561
11,516
52
Female
null
Married
0
Bachelor's
Unemployed
16.987096
Suburban
Comprehensive
4
14
777
5
2022-04-29 15:21:39.155231
Poor
Yes
Weekly
Apartment
295
11,517
27
Female
108,131
Single
3
Bachelor's
null
31.824203
Rural
Basic
1
12
402
8
2021-08-12 15:21:39.199447
Poor
Yes
Daily
Condo
262
11,518
63
Female
1,150
Divorced
1
Bachelor's
Self-Employed
31.739413
Urban
Premium
2
19
687
1
2020-01-15 15:21:39.154008
Good
Yes
Daily
Condo
1,637
11,519
28
Female
25,778
Married
2
PhD
null
42.252603
Suburban
Premium
null
6
684
5
2024-04-17 15:21:39.232526
Poor
No
Monthly
House
1,232
11,520
26
Female
38,651
Divorced
1
PhD
Self-Employed
45.999733
Urban
Basic
0
10
735
2
2020-11-22 15:21:39.144722
Poor
Yes
Monthly
House
22
11,521
51
Male
null
Single
3
Master's
null
38.07905
Urban
Premium
null
16
696
7
2020-12-07 15:21:39.226954
null
Yes
Weekly
Condo
77
11,522
46
Female
24,100
Single
2
PhD
Unemployed
36.816403
Urban
Premium
null
8
711
8
2023-03-05 15:21:39.089116
Average
No
Rarely
Condo
893
11,523
51
Male
2,478
Married
3
Bachelor's
Employed
4.482611
Suburban
Comprehensive
null
2
719
4
2024-08-05 15:21:39.226954
null
Yes
Weekly
Apartment
1,091
11,524
24
Female
16,101
Divorced
0
High School
Self-Employed
26.493435
Suburban
Basic
0
4
769
8
2022-07-30 15:21:39.134960
Good
Yes
Daily
Apartment
2,369
11,525
36
Male
14,930
Single
4
Bachelor's
null
36.096953
Suburban
Basic
0
17
476
1
2020-09-26 15:21:39.218388
Good
Yes
Rarely
Apartment
2,209
11,526
39
Male
15,634
Single
4
High School
Unemployed
45.811512
Suburban
Premium
null
1
581
8
2019-10-02 15:21:39.230483
Poor
No
Monthly
Condo
498
11,527
33
Male
64,031
Divorced
2
Bachelor's
Employed
25.640529
Urban
Premium
4
17
null
8
2019-08-25 15:21:39.263607
Poor
Yes
Daily
Apartment
3,117
11,528
47
Male
3,375
Divorced
1
Master's
Self-Employed
45.879762
Urban
Basic
2
15
621
7
2023-05-31 15:21:39.237118
Poor
No
Daily
House
434
11,529
54
Male
40,658
Single
0
Master's
Employed
19.634604
Suburban
Premium
0
0
834
9
2020-10-06 15:21:39.150730
Poor
Yes
Rarely
Condo
532
11,530
43
Female
40,323
Married
0
PhD
Self-Employed
16.716092
Urban
Premium
1
6
692
9
2022-05-23 15:21:39.174719
Average
Yes
Weekly
House
1,211
11,531
64
Female
null
Single
null
Master's
Unemployed
14.5802
Urban
Basic
0
12
425
6
2021-05-10 15:21:39.129190
Average
No
Weekly
Condo
507
11,532
37
Male
95,517
Divorced
2
PhD
Employed
16.622231
Suburban
Comprehensive
null
11
420
2
2020-11-08 15:21:39.144722
Poor
No
Daily
Condo
984
11,533
46
Female
39,091
Single
null
High School
Self-Employed
6.688219
Suburban
Basic
null
1
613
2
2023-12-15 15:21:39.268507
Good
Yes
Monthly
House
1,521
11,534
63
Female
2,870
Married
4
High School
null
42.929285
Rural
Basic
2
6
null
4
2024-06-19 15:21:39.224915
Average
No
Daily
House
1,333
11,535
35
Male
85,721
Divorced
4
Master's
Employed
39.507559
Urban
Comprehensive
null
6
835
4
2019-12-16 15:21:39.206847
null
No
Rarely
Condo
2,671
11,536
37
Male
1,316
Single
4
Bachelor's
Self-Employed
22.690943
Rural
Comprehensive
1
1
464
9
2020-03-06 15:21:39.194829
Good
Yes
Daily
Condo
612
11,537
34
Male
79,940
Divorced
3
PhD
null
9.29188
Suburban
Comprehensive
null
3
346
5
2021-01-16 15:21:39.181605
Average
No
Monthly
House
2,872
11,538
53
Female
2,379
Divorced
1
PhD
Unemployed
16.868885
Rural
Comprehensive
null
10
694
9
2022-12-11 15:21:39.274993
Average
No
Monthly
Apartment
2,484
11,539
62
Male
14,891
Married
4
Master's
Unemployed
36.689817
Rural
Premium
null
6
725
4
2022-09-09 15:21:39.194829
Good
No
Weekly
Apartment
582
11,540
24
Female
645
Divorced
4
High School
Self-Employed
null
Suburban
Comprehensive
0
2
515
4
2020-08-17 15:21:39.256696
Good
Yes
Monthly
Condo
828
11,541
46
Female
4,189
Married
3
PhD
Self-Employed
20.476897
Rural
Comprehensive
1
16
459
8
2022-12-12 15:21:39.155231
Poor
No
Weekly
House
1,074
11,542
60
Female
1,804
Single
4
PhD
null
null
Urban
Comprehensive
null
12
710
9
2022-04-22 15:21:39.188220
Average
Yes
Weekly
Condo
1,121
11,543
20
Female
118,827
Married
1
Bachelor's
null
9.465845
Suburban
Comprehensive
null
8
441
6
2019-11-11 15:21:39.166062
Good
Yes
Rarely
Apartment
2,549
11,544
49
Male
29,055
Single
2
PhD
Employed
18.398932
Urban
Comprehensive
null
9
724
1
2021-12-12 15:21:39.155231
Average
Yes
Daily
House
134
11,545
54
Female
16,178
Single
0
High School
null
6.924216
Rural
Basic
null
6
629
9
2022-01-07 15:21:39.151732
Good
No
Weekly
Apartment
1,426
11,546
59
Male
3,547
Single
1
Bachelor's
Self-Employed
19.912433
Suburban
Premium
1
14
783
9
2022-02-12 15:21:39.207847
null
No
Monthly
Condo
2,224
11,547
28
Male
71,855
Single
0
High School
null
53.639852
Urban
Comprehensive
1
6
null
6
2023-08-07 15:21:39.101733
Poor
No
Rarely
House
515
11,548
24
Female
89,961
Divorced
4
PhD
Self-Employed
25.362149
Urban
Comprehensive
2
13
745
4
2020-11-12 15:21:39.155231
Poor
No
Weekly
Apartment
35
11,549
47
Male
18,368
Divorced
4
High School
null
39.737946
Suburban
Basic
2
17
null
4
2019-11-06 15:21:39.261856
Good
Yes
Rarely
Condo
112
11,550
48
Female
43,429
Single
4
Bachelor's
Self-Employed
27.396621
Rural
Premium
null
18
740
8
2023-01-04 15:21:39.279729
Good
No
Monthly
Condo
1,822
11,551
50
Male
749
Divorced
4
Bachelor's
null
15.924942
Rural
Premium
2
0
595
7
2021-01-17 15:21:39.164044
Poor
Yes
Monthly
Condo
678
11,552
19
Female
14,791
Divorced
0
High School
Unemployed
41.222618
Rural
Comprehensive
0
13
718
9
2021-01-11 15:21:39.194829
Average
Yes
Weekly
Apartment
822
11,553
null
Female
57,556
Single
1
Master's
null
33.289909
Rural
Basic
2
0
429
2
2020-01-15 15:21:39.088124
Average
No
Rarely
Apartment
145
11,554
18
Male
71,079
Married
4
Master's
Self-Employed
null
Suburban
Premium
1
9
498
7
2020-06-27 15:21:39.134960
Poor
Yes
Monthly
Condo
776
11,555
36
Male
59,902
Divorced
0
High School
Employed
null
Rural
Comprehensive
2
5
511
2
2022-10-10 15:21:39.131192
Average
No
Weekly
House
534
11,556
25
Male
27,876
Married
1
Master's
null
16.898925
Suburban
Premium
null
16
713
7
2020-07-21 15:21:39.223901
Poor
Yes
Rarely
House
585
11,557
42
Female
886
Married
2
Bachelor's
null
31.848992
Rural
Basic
0
13
509
6
2021-08-25 15:21:39.281787
Good
Yes
Rarely
Condo
567
11,558
37
Female
56,636
Divorced
0
High School
Employed
7.785549
Suburban
Comprehensive
2
16
609
7
2021-05-12 15:21:39.102694
Poor
Yes
Rarely
House
2,105
11,559
50
Female
30,892
Married
1
High School
null
19.352026
Rural
Premium
1
8
842
9
2023-05-10 15:21:39.098696
Poor
Yes
Weekly
House
648
11,560
63
Male
18,561
Married
4
Bachelor's
Unemployed
19.957004
Suburban
Basic
0
8
386
4
2023-09-22 15:21:39.281787
Poor
Yes
Monthly
Condo
1,808
11,561
37
Female
37,264
Married
4
Master's
null
39.135819
Rural
Comprehensive
0
14
null
2
2023-09-20 15:21:39.171102
Average
Yes
Weekly
Apartment
1,941
11,562
38
Female
46,212
Divorced
1
Master's
Unemployed
null
Urban
Basic
null
6
775
5
2019-11-27 15:21:39.205850
Poor
Yes
Weekly
House
1,271
11,563
64
Female
8,575
Single
2
PhD
Unemployed
19.3039
Rural
Basic
1
10
838
4
2020-09-10 15:21:39.255696
Average
No
Monthly
House
122
11,564
63
Female
829
Married
null
High School
null
20.663933
Rural
Basic
null
13
598
3
2020-07-19 15:21:39.126661
null
No
Rarely
Apartment
1,042
11,565
32
Female
null
Divorced
null
Master's
Unemployed
17.924409
Urban
Premium
null
2
646
3
2020-10-02 15:21:39.093681
null
Yes
Rarely
Apartment
2,576
11,566
28
Male
38,969
Single
4
Master's
Employed
21.887585
Rural
Basic
null
10
410
6
2021-10-12 15:21:39.125660
Average
Yes
Daily
Apartment
1,201
11,567
49
Male
26,396
Single
0
PhD
Unemployed
16.826531
Urban
Comprehensive
1
10
575
9
2021-01-10 15:21:39.256696
Good
Yes
Monthly
Condo
2,595
11,568
51
Male
2,683
Married
3
Master's
Self-Employed
16.677793
Urban
Comprehensive
2
10
531
1
2022-11-17 15:21:39.155231
null
Yes
Daily
Apartment
1,205
11,569
33
Female
17,107
Divorced
3
PhD
null
37.090198
Urban
Basic
0
3
548
6
2020-01-05 15:21:39.289099
Poor
Yes
Daily
Condo
152
11,570
45
Male
19,514
Married
null
High School
null
44.248026
Urban
Comprehensive
3
7
682
7
2022-04-03 15:21:39.203442
null
No
Rarely
Condo
195
11,571
56
Male
18,554
Single
null
Bachelor's
Unemployed
23.352625
Suburban
Premium
0
15
410
3
2021-10-15 15:21:39.134960
null
No
Monthly
House
1,766
11,572
54
Male
21,557
null
0
Master's
null
31.846323
Suburban
Premium
null
0
550
6
2023-06-29 15:21:39.221386
Poor
No
Weekly
House
1,041
11,573
63
Male
73,052
Single
2
Bachelor's
Self-Employed
14.824886
Rural
Comprehensive
0
2
468
6
2022-12-19 15:21:39.184157
null
Yes
Rarely
Apartment
1,204
11,574
62
Female
5,545
Single
3
PhD
null
27.684816
Urban
Comprehensive
0
9
734
2
2020-05-24 15:21:39.250151
Poor
No
Rarely
Apartment
853
11,575
36
Male
2,188
Divorced
2
Master's
Employed
37.791939
Rural
Comprehensive
1
19
400
4
2022-02-16 15:21:39.237118
Poor
No
Monthly
Apartment
1,382
11,576
64
Female
37,387
Single
2
High School
null
23.38015
Suburban
Basic
1
3
584
3
2022-07-20 15:21:39.259788
Good
Yes
Daily
Apartment
1,419
11,577
63
Male
34,343
Single
0
PhD
Unemployed
14.071119
Rural
Comprehensive
0
4
766
4
2021-10-26 15:21:39.148733
Average
No
Rarely
Condo
1,108
11,578
22
Female
7,053
Single
1
Bachelor's
null
20.376075
Rural
Basic
1
18
577
5
2020-10-28 15:21:39.126661
Average
No
Rarely
Condo
1,035
11,579
24
Female
2,673
Married
4
PhD
Employed
27.571238
Rural
Premium
3
6
676
6
2023-08-07 15:21:39.223901
Average
Yes
Weekly
Condo
1,038
11,580
18
Female
74,826
Divorced
4
Master's
Unemployed
29.383321
Rural
Basic
1
6
300
1
2020-02-04 15:21:39.256696
Poor
Yes
Daily
Condo
1,523
11,581
61
Male
43,834
Married
3
Master's
Employed
33.099117
Rural
Basic
1
13
472
1
2022-06-11 15:21:39.218388
Poor
Yes
Monthly
Apartment
535
11,582
60
Male
5,962
Married
4
Bachelor's
Unemployed
9.742369
Urban
Basic
0
4
302
1
2022-04-24 15:21:39.147735
Poor
No
Rarely
Condo
876
11,583
47
Female
6,072
Divorced
2
Bachelor's
null
42.9928
Suburban
Premium
null
13
825
4
2021-05-14 15:21:39.082499
Good
Yes
Rarely
Apartment
1,179
11,584
42
Male
6,193
Divorced
1
High School
Employed
10.051528
Urban
Comprehensive
1
4
580
1
2021-11-07 15:21:39.084065
Average
Yes
Daily
Condo
476
11,585
50
Female
132,263
Married
2
High School
Self-Employed
34.348712
Urban
Premium
0
12
474
5
2019-11-19 15:21:39.123711
Good
No
Weekly
House
3,923
11,586
41
Male
17,091
Divorced
3
Bachelor's
Unemployed
null
Suburban
Basic
2
12
805
2
2023-03-28 15:21:39.097737
Poor
Yes
Rarely
Condo
716
11,587
29
Male
29,711
Divorced
1
High School
Self-Employed
4.555033
Rural
Premium
null
13
597
7
2024-05-11 15:21:39.290098
Average
No
Weekly
Apartment
1,046
11,588
25
Female
33,001
Single
0
High School
Employed
39.039443
Rural
Basic
null
13
535
4
2020-03-08 15:21:39.134960
Average
Yes
Daily
House
793
11,589
47
Male
5,855
Married
3
Master's
null
23.827357
Rural
Comprehensive
1
1
328
6
2023-07-25 15:21:39.100695
Good
No
Daily
Condo
1,390
11,590
52
Female
20,231
Single
4
Bachelor's
Employed
7.945754
Rural
Basic
1
4
583
9
2022-08-06 15:21:39.261856
Poor
Yes
Monthly
Condo
1,559
11,591
51
Female
null
Divorced
1
PhD
Self-Employed
20.928555
Suburban
Comprehensive
0
15
454
9
2021-06-25 15:21:39.134960
Poor
Yes
Rarely
House
403
11,592
43
Female
18,795
Divorced
0
High School
Employed
21.769287
Suburban
Premium
null
14
580
1
2022-12-20 15:21:39.134960
Average
No
Monthly
Condo
1,298
11,593
58
Female
5,949
Divorced
0
Bachelor's
Employed
27.120816
Urban
Premium
1
16
776
2
2021-07-23 15:21:39.155231
Good
No
Monthly
House
3,244
11,594
22
Female
6,053
Divorced
0
PhD
Unemployed
3.172593
Suburban
Comprehensive
null
13
null
5
2021-02-23 15:21:39.097737
Average
No
Rarely
House
661
11,595
30
Female
3,689
null
3
Master's
null
33.609523
Suburban
Basic
null
15
691
2
2022-07-16 15:21:39.134960
Poor
No
Daily
Condo
631
11,596
49
Female
12,981
Single
3
PhD
null
28.576099
Rural
Basic
1
2
695
6
2023-11-11 15:21:39.253660
Average
Yes
Weekly
Apartment
598
11,597
57
Male
61,561
Divorced
0
Bachelor's
null
34.391964
Suburban
Premium
1
7
731
3
2022-02-07 15:21:39.130190
null
Yes
Daily
House
28
11,598
21
Female
3,933
Married
3
Master's
Employed
18.381114
Rural
Comprehensive
1
11
342
2
2022-12-16 15:21:39.082499
Poor
Yes
Weekly
Apartment
733
11,599
41
Male
38,156
Married
2
High School
null
6.770129
Rural
Comprehensive
null
12
732
5
2023-11-30 15:21:39.092127
Average
Yes
Weekly
Apartment
1,245