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
2,500
33
Female
38,612
Married
2
PhD
Unemployed
null
Suburban
Comprehensive
0
2
629
2
2020-11-03 15:21:39.134960
Poor
Yes
Daily
Apartment
588
2,501
46
Female
30,253
Single
null
High School
Self-Employed
19.611128
Rural
Premium
2
8
831
7
2024-07-23 15:21:39.259788
Average
No
Monthly
Apartment
928
2,502
27
Male
31,985
Single
3
Bachelor's
Employed
25.935483
Urban
Premium
0
7
null
4
2020-02-14 15:21:39.155231
Average
No
Weekly
Condo
1,461
2,503
59
Male
86,481
Married
1
Master's
Employed
28.309943
Rural
Basic
null
2
812
6
2024-04-18 15:21:39.129190
Poor
Yes
Weekly
Condo
4,974
2,504
56
Male
738
Divorced
4
PhD
null
22.508938
Urban
Basic
0
17
788
7
2024-06-20 15:21:39.155231
Poor
No
Weekly
House
23
2,505
58
Female
97,906
Married
2
Bachelor's
Self-Employed
31.131908
Urban
Premium
1
12
463
5
2024-08-15 15:21:39.087123
Poor
Yes
Daily
Condo
3,179
2,506
62
Male
3,322
Single
2
Master's
Self-Employed
32.868956
Urban
Comprehensive
null
3
792
5
2021-10-29 15:21:39.155231
null
No
Weekly
Condo
1,797
2,507
48
Female
118,868
Married
null
Bachelor's
Employed
6.481892
Suburban
Basic
0
6
394
6
2020-02-19 15:21:39.155231
Average
No
Weekly
House
1,703
2,508
44
Male
1,011
Divorced
0
Bachelor's
Employed
18.76699
Suburban
Premium
null
18
473
8
2023-05-03 15:21:39.257696
Average
No
Rarely
Condo
1,012
2,509
38
Male
33,243
Married
3
Bachelor's
Unemployed
39.58798
Suburban
Comprehensive
1
10
null
3
2023-10-13 15:21:39.172097
Good
Yes
Weekly
House
472
2,510
38
Male
44,619
Single
3
PhD
Unemployed
46.339989
Urban
Comprehensive
0
16
646
9
2022-12-23 15:21:39.091080
Good
Yes
Rarely
House
1,363
2,511
61
Female
94,257
Divorced
2
Master's
Unemployed
20.764842
Suburban
Basic
null
4
795
8
2021-08-09 15:21:39.253660
Average
Yes
Rarely
House
277
2,512
18
Male
27,331
Single
3
Bachelor's
Self-Employed
24.691579
Rural
Basic
2
12
591
1
2022-02-19 15:21:39.252145
Poor
No
Daily
Condo
1,517
2,513
49
Female
39,096
Divorced
null
PhD
Employed
40.941805
Suburban
Basic
null
7
569
4
2023-09-09 15:21:39.084065
Good
No
Monthly
Condo
100
2,514
34
Male
2,099
Divorced
0
High School
Unemployed
17.985414
Rural
Basic
null
11
null
8
2021-09-22 15:21:39.080440
Poor
No
Rarely
Condo
1,854
2,515
35
Male
27,460
Single
1
Bachelor's
Self-Employed
37.038446
Suburban
Comprehensive
0
19
633
1
2022-12-24 15:21:39.147735
Average
Yes
Weekly
Apartment
586
2,516
39
Male
9,435
Divorced
0
PhD
null
26.347554
Urban
Basic
1
9
650
6
2019-09-28 15:21:39.155231
Average
Yes
Rarely
House
1,007
2,517
41
Male
8,875
Single
null
Bachelor's
Unemployed
32.572053
Rural
Premium
null
1
848
8
2021-01-13 15:21:39.276901
Average
Yes
Monthly
Apartment
43
2,518
51
Male
2,077
Divorced
2
High School
Self-Employed
12.844011
Suburban
Basic
null
8
803
8
2024-05-13 15:21:39.098696
Poor
Yes
Rarely
Apartment
2,180
2,519
23
Male
38,991
Single
2
Bachelor's
Employed
25.539704
Rural
Basic
null
3
709
8
2019-10-02 15:21:39.152732
Poor
Yes
Daily
Condo
1,616
2,520
21
Male
null
Single
1
Master's
null
41.751748
Rural
Basic
null
5
422
4
2024-07-04 15:21:39.121169
Good
No
Weekly
Condo
473
2,521
23
Male
36,193
Married
4
Master's
null
5.685976
Urban
Basic
0
12
null
4
2021-03-05 15:21:39.155231
Good
Yes
Monthly
Apartment
1,229
2,522
25
Male
40,612
Married
0
Master's
Unemployed
null
Rural
Comprehensive
null
9
647
5
2020-02-06 15:21:39.248098
Poor
Yes
Monthly
Condo
922
2,523
60
Male
53,463
Divorced
0
High School
null
51.569596
Suburban
Basic
0
15
684
9
2020-09-02 15:21:39.237118
Good
Yes
Rarely
Condo
835
2,524
46
Female
707
Single
3
PhD
null
21.944276
Suburban
Premium
2
13
null
8
2024-08-13 15:21:39.192212
Average
No
Monthly
House
860
2,525
61
Male
29,061
Divorced
1
High School
Self-Employed
null
Suburban
Premium
null
18
790
4
2022-04-25 15:21:39.191219
Good
Yes
Monthly
House
1,221
2,526
56
Male
9,071
Divorced
4
High School
null
10.918785
Rural
Premium
0
4
590
5
2022-06-10 15:21:39.148733
Average
Yes
Rarely
House
635
2,527
50
Female
74,850
Single
1
High School
Unemployed
44.684878
Urban
Premium
0
6
308
5
2021-05-01 15:21:39.122134
Good
Yes
Weekly
Condo
627
2,528
18
Female
16,361
Divorced
1
Master's
Employed
29.959753
Suburban
Comprehensive
null
12
487
5
2023-11-30 15:21:39.134960
Average
Yes
Monthly
House
1,137
2,529
44
Male
140,690
Married
2
PhD
Unemployed
32.582799
Suburban
Comprehensive
1
11
461
4
2023-07-14 15:21:39.206847
null
No
Daily
Condo
830
2,530
34
Male
29,791
Single
null
Bachelor's
Self-Employed
41.717783
Rural
Comprehensive
2
18
743
5
2021-08-04 15:21:39.254678
Good
No
Daily
Apartment
1,114
2,531
31
Male
4,094
Divorced
null
PhD
Unemployed
16.569221
Urban
Premium
null
18
479
1
2020-11-20 15:21:39.267454
Poor
No
Rarely
Condo
781
2,532
57
Male
5,540
Married
0
Bachelor's
null
19.818143
Rural
Premium
1
2
730
9
2023-03-31 15:21:39.093681
Poor
No
Monthly
Condo
1,142
2,533
21
Female
33,660
Married
0
Bachelor's
null
40.555875
Rural
Basic
0
4
832
2
2023-04-05 15:21:39.186212
Good
No
Rarely
Condo
4,445
2,534
27
Female
20,300
Divorced
0
PhD
Unemployed
34.527188
Urban
Premium
3
7
764
6
2022-05-13 15:21:39.134960
Good
No
Weekly
House
2,463
2,535
20
Male
27,463
Single
null
PhD
Unemployed
31.633591
Suburban
Premium
0
0
575
4
2022-09-01 15:21:39.211806
Good
Yes
Rarely
House
1,151
2,536
22
Male
5,915
Divorced
3
Master's
Employed
33.001456
Rural
Comprehensive
1
3
710
1
2023-03-13 15:21:39.100695
Average
No
Rarely
House
589
2,537
null
Female
4,544
null
2
High School
null
28.567803
Rural
Basic
1
5
639
3
2021-11-26 15:21:39.205850
Good
Yes
Monthly
Apartment
3,634
2,538
43
Male
340
Divorced
null
Bachelor's
Unemployed
29.157072
Urban
Comprehensive
2
8
null
9
2021-11-26 15:21:39.214388
Good
Yes
Monthly
Apartment
2,355
2,539
24
Female
51,669
Single
0
PhD
null
50.523435
Suburban
Basic
1
9
433
7
2021-05-27 15:21:39.204790
Good
Yes
Weekly
Apartment
998
2,540
22
Female
29,097
Single
0
PhD
Employed
14.906156
Suburban
Premium
0
19
796
6
2021-09-14 15:21:39.121169
Good
No
Rarely
House
476
2,541
52
Female
4,083
Single
1
Bachelor's
Self-Employed
35.274825
Urban
Basic
3
2
497
9
2023-02-25 15:21:39.237118
Poor
Yes
Monthly
Condo
632
2,542
60
Female
6,871
Divorced
0
PhD
Unemployed
15.282601
Rural
Basic
1
4
null
7
2021-05-19 15:21:39.228521
Good
Yes
Monthly
Condo
587
2,543
53
Female
20,705
Divorced
0
High School
null
35.077579
Urban
Comprehensive
null
14
773
9
2021-08-19 15:21:39.123711
Good
Yes
Daily
House
456
2,544
50
Male
26,700
Divorced
1
PhD
Unemployed
25.135905
Urban
Comprehensive
1
18
531
4
2022-12-29 15:21:39.134960
Good
No
Weekly
Apartment
940
2,545
39
Male
6,449
Married
2
PhD
Employed
13.511846
Suburban
Basic
1
4
null
7
2023-05-25 15:21:39.180553
Good
Yes
Monthly
House
518
2,546
24
Male
11,906
Divorced
null
PhD
Unemployed
30.937949
Urban
Comprehensive
2
4
776
9
2021-08-26 15:21:39.094752
Good
Yes
Weekly
Apartment
472
2,547
41
Male
86,753
Divorced
4
High School
null
14.744151
Suburban
Comprehensive
2
7
725
3
2024-04-02 15:21:39.092127
Average
No
Weekly
Apartment
264
2,548
18
Male
25,996
Single
0
Master's
Unemployed
28.839304
Urban
Comprehensive
3
18
518
6
2024-05-03 15:21:39.126661
Average
No
Daily
Apartment
1,338
2,549
53
Male
null
Single
1
PhD
Unemployed
null
Urban
Comprehensive
null
9
null
4
2019-09-03 15:21:39.245086
Poor
Yes
Daily
Apartment
2,091
2,550
56
Female
13,300
Divorced
0
High School
Unemployed
21.717001
Suburban
Premium
1
0
719
8
2021-02-18 15:21:39.134960
Poor
No
Daily
Condo
2,801
2,551
43
Female
27,157
Divorced
2
PhD
Unemployed
8.147582
Rural
Premium
null
13
646
5
2024-03-16 15:21:39.169102
null
No
Daily
Condo
27
2,552
35
Male
723
Divorced
0
Master's
null
29.534183
Suburban
Comprehensive
2
18
602
9
2021-09-29 15:21:39.134960
Poor
No
Monthly
Apartment
596
2,553
18
Male
24
Married
4
Master's
Unemployed
46.938248
Suburban
Premium
0
6
814
3
2020-05-10 15:21:39.155231
Good
Yes
Weekly
Condo
587
2,554
22
Female
5,892
Married
3
High School
null
11.919244
Suburban
Basic
0
13
541
3
2022-04-05 15:21:39.091080
Average
No
Rarely
House
882
2,555
46
Male
50,945
Divorced
4
Bachelor's
Employed
34.079452
Urban
Premium
0
1
607
9
2023-09-28 15:21:39.181605
Average
No
Weekly
House
317
2,556
33
Male
20,797
Divorced
3
PhD
Unemployed
8.838464
Suburban
Comprehensive
null
8
759
6
2022-04-13 15:21:39.194829
Poor
No
Weekly
Apartment
2,271
2,557
47
Male
1,420
Divorced
0
Bachelor's
null
45.723909
Urban
Premium
2
9
677
5
2023-03-29 15:21:39.206847
Average
Yes
Daily
House
98
2,558
37
Female
15,894
Married
1
Master's
Employed
17.146417
Suburban
Basic
null
8
772
8
2020-10-10 15:21:39.125660
Poor
Yes
Weekly
Apartment
3,562
2,559
23
Female
1,885
Married
null
Master's
Employed
21.790543
Urban
Basic
2
9
615
6
2022-07-13 15:21:39.155231
Average
Yes
Weekly
Condo
2,034
2,560
60
Male
131,784
Single
2
Bachelor's
Unemployed
13.310734
Suburban
Premium
2
0
802
5
2021-06-13 15:21:39.229482
Average
No
Daily
Apartment
57
2,561
56
Male
41,711
Single
3
High School
Unemployed
27.081261
Suburban
Comprehensive
2
10
808
5
2019-09-27 15:21:39.253660
Poor
No
Rarely
Condo
2,913
2,562
22
Male
35,139
Married
2
PhD
Unemployed
37.614835
Rural
Premium
null
4
745
6
2023-01-06 15:21:39.180553
Average
No
Daily
Condo
1,373
2,563
51
Male
16,649
Divorced
3
Bachelor's
Unemployed
24.471666
Urban
Premium
2
16
393
6
2023-12-05 15:21:39.167099
Poor
Yes
Weekly
House
1,092
2,564
62
Male
10,056
Divorced
0
Master's
Self-Employed
35.06573
Urban
Basic
0
9
743
5
2024-05-31 15:21:39.180553
Good
Yes
Monthly
Condo
573
2,565
19
Female
11,766
Married
4
Master's
Employed
36.785655
Rural
Basic
2
4
595
5
2022-03-20 15:21:39.192212
Poor
No
Daily
Apartment
1,663
2,566
60
Male
136,401
Married
2
Master's
Self-Employed
11.009837
Rural
Premium
null
19
377
3
2021-10-01 15:21:39.084065
Good
Yes
Rarely
Condo
25
2,567
52
Male
15,862
Married
3
Master's
Unemployed
14.937987
Urban
Basic
0
16
null
5
2023-10-11 15:21:39.087123
Poor
Yes
Rarely
Apartment
2,399
2,568
42
Female
3,626
Single
2
Bachelor's
Self-Employed
null
Urban
Premium
0
13
635
5
2022-02-05 15:21:39.237118
Good
Yes
Rarely
Apartment
1,444
2,569
19
Male
31,002
Divorced
3
Bachelor's
Self-Employed
null
Suburban
Premium
null
2
479
1
2022-05-10 15:21:39.176717
Poor
No
Monthly
House
1,613
2,570
52
Female
null
Married
4
PhD
Self-Employed
13.514749
Rural
Basic
2
10
378
6
2021-09-13 15:21:39.134960
null
No
Monthly
House
26
2,571
27
Female
null
Divorced
2
High School
null
51.241255
Suburban
Premium
null
14
null
3
2021-06-07 15:21:39.134960
Good
No
Weekly
Condo
1,825
2,572
27
Female
18,074
Divorced
2
High School
Self-Employed
43.070023
Suburban
Basic
0
14
513
3
2020-03-31 15:21:39.122134
Poor
Yes
Daily
House
736
2,573
25
Female
34,403
Single
2
Bachelor's
Self-Employed
41.82007
Urban
Basic
null
16
758
3
2021-02-23 15:21:39.249100
null
No
Weekly
Apartment
2,640
2,574
31
Female
36,287
Married
1
PhD
Unemployed
null
Rural
Premium
null
8
584
6
2020-12-10 15:21:39.280784
Poor
No
Rarely
Condo
1,388
2,575
25
Female
30,444
Divorced
3
Bachelor's
Self-Employed
11.838738
Rural
Comprehensive
null
12
681
4
2021-05-02 15:21:39.130190
Average
Yes
Daily
House
1,001
2,576
34
Female
84,915
Divorced
null
High School
null
6.865269
Urban
Basic
null
12
492
2
2021-11-08 15:21:39.134960
Poor
No
Rarely
House
26
2,577
62
Female
5,932
Single
4
High School
null
12.993896
Suburban
Comprehensive
0
6
705
4
2023-10-30 15:21:39.134960
null
Yes
Daily
House
963
2,578
48
Female
14,894
Single
0
High School
Unemployed
15.923872
Suburban
Premium
1
2
621
2
2023-07-28 15:21:39.198406
Average
Yes
Rarely
Condo
1,592
2,579
39
Male
12,051
Married
4
Bachelor's
Employed
41.07731
Urban
Basic
null
11
622
2
2021-11-19 15:21:39.280784
null
No
Daily
House
1,750
2,580
38
Female
10,156
null
0
High School
Self-Employed
36.643639
Suburban
Premium
1
9
718
3
2020-10-04 15:21:39.290098
Average
No
Monthly
Condo
2,350
2,581
56
Male
27,064
Married
0
Master's
Self-Employed
10.711645
Urban
Basic
null
7
null
7
2023-08-12 15:21:39.092127
Poor
No
Weekly
Condo
334
2,582
23
Male
16,989
Married
0
PhD
Employed
null
Rural
Basic
0
12
641
8
2020-08-07 15:21:39.134960
Average
No
Rarely
Condo
582
2,583
28
Female
4,867
Married
2
High School
null
null
Rural
Premium
2
14
524
9
2022-06-06 15:21:39.279729
Poor
Yes
Daily
Condo
694
2,584
53
Male
59,775
Married
1
PhD
null
null
Rural
Comprehensive
1
19
388
3
2022-12-07 15:21:39.229482
Poor
No
Rarely
Apartment
2,453
2,585
18
Male
46,219
Married
3
Bachelor's
Unemployed
14.564844
Rural
Premium
0
9
731
8
2019-09-08 15:21:39.267454
Average
Yes
Rarely
Condo
1,082
2,586
19
Male
null
Married
0
PhD
Employed
4.967108
Urban
Comprehensive
2
5
582
7
2022-06-18 15:21:39.189223
null
Yes
Daily
Condo
360
2,587
59
Female
9,183
Married
2
Bachelor's
Unemployed
36.869081
Urban
Basic
null
16
654
8
2024-01-22 15:21:39.134960
Average
Yes
Daily
Condo
3,031
2,588
23
Male
58,748
Married
2
PhD
null
41.261078
Suburban
Basic
1
19
679
4
2021-09-23 15:21:39.237118
Good
Yes
Weekly
Condo
208
2,589
52
Female
4,076
Divorced
4
Master's
Self-Employed
10.938705
Urban
Basic
1
8
381
9
2021-03-06 15:21:39.134960
Average
No
Daily
Condo
522
2,590
47
Female
43,820
Divorced
3
Bachelor's
Employed
15.995681
Urban
Comprehensive
2
13
365
9
2019-10-08 15:21:39.111551
Poor
Yes
Weekly
House
1,495
2,591
32
Male
1,477
Single
null
PhD
Self-Employed
7.547683
Urban
Basic
2
18
775
1
2022-04-14 15:21:39.116179
Poor
Yes
Rarely
Condo
484
2,592
46
Male
35,017
Single
3
High School
Self-Employed
21.82835
Rural
Premium
null
3
762
4
2021-08-22 15:21:39.147735
Good
Yes
Weekly
Condo
1,388
2,593
24
Female
51,630
Married
null
High School
Self-Employed
29.828962
Suburban
Premium
1
17
371
9
2020-10-17 15:21:39.155231
Good
No
Weekly
Apartment
635
2,594
35
Male
75,565
Married
4
Bachelor's
Self-Employed
null
Urban
Premium
0
3
663
7
2022-03-13 15:21:39.155231
null
Yes
Daily
Condo
733
2,595
46
Male
25,891
Single
1
High School
Self-Employed
16.080136
Urban
Basic
null
10
607
7
2020-05-12 15:21:39.279729
Average
Yes
Weekly
Apartment
382
2,596
47
Male
8,892
Married
3
High School
Employed
19.653202
Urban
Premium
0
6
742
6
2022-03-05 15:21:39.093681
Poor
No
Daily
Apartment
299
2,597
55
Male
39,275
Divorced
2
PhD
Unemployed
40.812296
Suburban
Premium
0
13
821
8
2024-07-24 15:21:39.134960
Good
No
Monthly
Apartment
719
2,598
60
Female
23,015
Married
2
PhD
Unemployed
23.673881
Rural
Premium
0
2
646
9
2022-05-29 15:21:39.271453
Average
Yes
Daily
Condo
2,267
2,599
56
Female
8,094
Married
0
Master's
null
14.63852
Rural
Premium
1
17
744
5
2022-02-01 15:21:39.257696
Good
Yes
Monthly
Condo
792