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
1,196,600
55
Male
5,068
Divorced
0
Master's
null
36.3398
Rural
Basic
1
12
790
7
2021-05-13 15:21:39.155231
Good
Yes
Rarely
Condo
478
1,196,601
52
Female
12,881
Married
4
Master's
Self-Employed
36.283258
Suburban
Premium
0
5
null
2
2019-08-20 15:21:39.134960
Average
Yes
Weekly
House
1,131
1,196,602
63
Male
25,754
Married
4
Bachelor's
Employed
14.458907
Rural
Comprehensive
2
16
699
3
2020-02-08 15:21:39.167099
Poor
No
Rarely
Condo
2,376
1,196,603
23
Female
16,259
Married
null
Bachelor's
Employed
30.829459
Rural
Basic
0
19
null
5
2023-09-29 15:21:39.172097
Good
Yes
Daily
Condo
472
1,196,604
31
Male
35,813
Divorced
4
Master's
Self-Employed
20.556427
Rural
Premium
0
16
504
2
2021-03-22 15:21:39.237118
Good
No
Weekly
Apartment
2,359
1,196,605
19
Female
96,440
Single
2
Master's
Employed
11.619901
Rural
Premium
null
7
360
9
2021-06-29 15:21:39.172097
Poor
No
Weekly
House
302
1,196,606
43
Male
53,781
Married
null
Master's
null
27.953749
Rural
Comprehensive
0
5
314
6
2022-07-14 15:21:39.155231
Average
Yes
Monthly
Condo
981
1,196,607
59
Female
25,554
Married
1
High School
Self-Employed
32.717175
Rural
Premium
0
6
542
4
2022-03-04 15:21:39.134960
Average
No
Weekly
Condo
24
1,196,608
55
Male
34,803
Divorced
1
PhD
Self-Employed
4.887145
Rural
Comprehensive
0
8
616
4
2023-01-18 15:21:39.237118
Poor
No
Daily
Apartment
536
1,196,609
59
Male
9,501
Married
3
Bachelor's
Self-Employed
39.272717
Suburban
Comprehensive
1
2
701
6
2020-09-13 15:21:39.166062
Poor
No
Weekly
Apartment
72
1,196,610
57
Female
2,637
Divorced
3
PhD
null
29.882081
Rural
Comprehensive
0
2
508
3
2020-06-18 15:21:39.134960
Good
No
Daily
House
1,019
1,196,611
45
Female
127,933
Single
null
PhD
Self-Employed
null
Suburban
Premium
null
7
507
4
2023-05-29 15:21:39.134960
null
No
Daily
Condo
756
1,196,612
35
Female
1,496
Married
3
Master's
Employed
null
Suburban
Comprehensive
null
2
682
9
2023-02-04 15:21:39.251142
Poor
Yes
Rarely
Condo
742
1,196,613
46
Female
39,721
Married
4
High School
null
11.69955
Suburban
Premium
null
2
472
4
2022-07-02 15:21:39.237118
Average
Yes
Monthly
House
790
1,196,614
35
Female
2,695
Divorced
3
PhD
Self-Employed
null
Suburban
Premium
1
15
742
1
2022-07-29 15:21:39.143708
Average
Yes
Weekly
Condo
877
1,196,615
40
Female
46,322
Married
2
High School
Self-Employed
42.64232
Urban
Comprehensive
1
4
602
6
2020-04-08 15:21:39.188220
Good
Yes
Rarely
Apartment
494
1,196,616
61
Male
18,841
Single
2
Bachelor's
null
35.781318
Suburban
Comprehensive
null
6
708
5
2024-07-31 15:21:39.082499
Poor
No
Rarely
Apartment
1,141
1,196,617
48
Female
13,475
Single
4
PhD
Employed
27.90827
Suburban
Comprehensive
null
14
713
1
2020-10-22 15:21:39.147735
Average
Yes
Weekly
Apartment
498
1,196,618
19
Female
26,360
Divorced
3
High School
Employed
14.927921
Urban
Premium
0
1
781
2
2022-05-25 15:21:39.083497
Good
Yes
Daily
Condo
823
1,196,619
56
Female
7,785
Married
1
High School
null
10.977961
Rural
Basic
null
1
610
1
2022-03-31 15:21:39.131192
Poor
No
Rarely
Condo
265
1,196,620
20
Male
98,336
Single
3
Master's
Unemployed
22.678918
Suburban
Comprehensive
0
14
321
3
2022-10-12 15:21:39.233998
Poor
Yes
Daily
Condo
310
1,196,621
58
Female
16,077
Divorced
1
High School
Self-Employed
32.735865
Rural
Basic
null
10
714
7
2023-06-04 15:21:39.237118
Poor
Yes
Monthly
House
654
1,196,622
51
Male
39,086
Divorced
0
Bachelor's
Unemployed
47.662058
Rural
Basic
3
4
823
1
2024-03-02 15:21:39.255696
Average
Yes
Monthly
Apartment
2,447
1,196,623
50
Female
30,863
Single
3
Bachelor's
null
13.248428
Urban
Comprehensive
1
9
782
3
2019-10-08 15:21:39.133866
Good
Yes
Daily
House
981
1,196,624
49
Female
3,713
Divorced
1
Bachelor's
null
26.893844
Rural
Basic
null
0
null
7
2019-09-18 15:21:39.085129
null
No
Monthly
House
1,445
1,196,625
37
Male
90,680
Married
2
High School
null
23.037246
Rural
Basic
1
7
442
1
2020-06-27 15:21:39.230483
Good
No
Rarely
Condo
1,355
1,196,626
28
Female
14,079
Married
2
Bachelor's
Employed
9.716294
Rural
Basic
2
17
490
3
2020-11-14 15:21:39.276901
Poor
Yes
Monthly
Condo
602
1,196,627
46
Female
26,962
Divorced
4
PhD
null
16.424635
Urban
Premium
null
18
818
9
2020-02-10 15:21:39.237118
Average
No
Daily
Apartment
1,423
1,196,628
21
Female
81,855
null
null
High School
Self-Employed
35.858123
Urban
Comprehensive
0
3
814
5
2020-12-19 15:21:39.155231
Average
Yes
Monthly
House
382
1,196,629
33
Female
null
Single
2
PhD
null
52.955699
Rural
Basic
1
12
626
1
2022-08-04 15:21:39.204790
Good
Yes
Rarely
House
690
1,196,630
52
Male
6,093
Married
1
Bachelor's
Self-Employed
17.868808
Rural
Premium
null
12
591
3
2024-05-27 15:21:39.237118
Good
Yes
Daily
Apartment
652
1,196,631
49
Male
3,308
Single
2
Master's
null
null
Urban
Basic
1
3
null
4
2019-08-25 15:21:39.172097
Poor
Yes
Weekly
Condo
3,537
1,196,632
30
Female
29,101
Single
0
High School
null
24.472192
Suburban
Premium
1
5
765
4
2020-02-12 15:21:39.100695
Average
No
Weekly
Condo
946
1,196,633
21
Female
82,350
Divorced
1
High School
Self-Employed
21.281047
Suburban
Basic
2
16
803
3
2021-07-27 15:21:39.237118
Average
No
Monthly
Apartment
2,114
1,196,634
57
Female
18,194
Married
null
Bachelor's
Employed
40.691908
Urban
Premium
0
18
517
2
2021-09-13 15:21:39.131192
Poor
No
Rarely
Apartment
965
1,196,635
26
Female
38,509
Married
3
Bachelor's
Unemployed
null
Suburban
Comprehensive
1
10
515
6
2020-12-20 15:21:39.283783
Good
Yes
Daily
Apartment
2,721
1,196,636
44
Male
5,871
Divorced
1
PhD
null
23.945103
Urban
Basic
0
11
577
5
2022-12-09 15:21:39.164044
Average
No
Daily
Apartment
439
1,196,637
38
Female
101,069
Married
2
Bachelor's
Unemployed
null
Suburban
Premium
null
9
441
9
2020-08-05 15:21:39.281787
Poor
No
Weekly
Condo
1,101
1,196,638
19
Female
2,858
Married
1
Master's
Self-Employed
46.554367
Rural
Comprehensive
null
17
833
4
2022-11-10 15:21:39.085129
null
No
Daily
Apartment
1,657
1,196,639
43
Female
50,835
Single
3
High School
Employed
13.697724
Urban
Premium
2
15
442
6
2023-08-08 15:21:39.148733
Good
No
Weekly
Apartment
2,816
1,196,640
53
Male
44,530
Single
2
Bachelor's
Self-Employed
20.636319
Suburban
Basic
1
1
753
7
2023-06-09 15:21:39.188220
Average
Yes
Rarely
Apartment
2,735
1,196,641
44
Male
764
Divorced
0
Master's
Self-Employed
null
Suburban
Comprehensive
0
9
551
5
2021-02-08 15:21:39.092127
Average
Yes
Daily
Apartment
718
1,196,642
49
Male
139,764
Married
2
PhD
null
19.412575
Urban
Premium
2
17
467
5
2019-12-18 15:21:39.246098
Good
Yes
Daily
Condo
906
1,196,643
49
Female
9,054
Divorced
0
Bachelor's
Self-Employed
34.75893
Rural
Comprehensive
0
16
727
3
2020-01-16 15:21:39.102694
Good
Yes
Daily
Condo
28
1,196,644
47
Female
26,296
Divorced
4
PhD
Self-Employed
17.577857
Rural
Comprehensive
1
14
573
7
2020-06-15 15:21:39.237118
Average
Yes
Rarely
Condo
567
1,196,645
44
Female
26,667
Married
4
PhD
Unemployed
29.43332
Urban
Basic
null
10
635
2
2023-03-09 15:21:39.274993
Poor
No
Monthly
House
709
1,196,646
37
Female
33,207
Married
1
Bachelor's
null
19.724755
Urban
Basic
null
11
782
9
2023-03-31 15:21:39.207847
Average
No
Rarely
House
2,164
1,196,647
21
Female
1,540
Single
2
High School
Self-Employed
24.935688
Rural
Premium
0
0
464
6
2022-03-07 15:21:39.244069
Good
No
Daily
House
1,334
1,196,648
32
Male
23,891
Single
0
Bachelor's
null
32.266425
Rural
Comprehensive
null
12
565
5
2023-09-21 15:21:39.155231
Poor
No
Monthly
House
23
1,196,649
18
Female
25,440
Married
2
Master's
null
14.82366
Suburban
Premium
null
18
470
7
2020-01-29 15:21:39.155231
Good
Yes
Weekly
Apartment
888
1,196,650
34
Female
26,603
Single
2
Master's
Employed
28.582098
Rural
Comprehensive
0
15
757
3
2024-06-14 15:21:39.171102
Poor
Yes
Daily
Apartment
1,747
1,196,651
52
Male
38,782
Single
2
High School
Unemployed
11.843453
Rural
Premium
0
11
566
6
2024-02-25 15:21:39.235012
Poor
No
Weekly
Apartment
3,470
1,196,652
25
Female
44,219
Divorced
4
High School
Self-Employed
50.839256
Suburban
Basic
null
6
591
6
2021-03-03 15:21:39.237118
Poor
Yes
Monthly
House
1,520
1,196,653
60
Female
29,798
Single
0
Bachelor's
Unemployed
38.636814
Suburban
Comprehensive
null
18
792
2
2022-10-25 15:21:39.134960
Average
No
Monthly
House
1,355
1,196,654
26
Male
8,870
Married
3
PhD
null
21.91836
Rural
Basic
1
6
null
5
2021-01-14 15:21:39.145732
Average
Yes
Rarely
House
1,564
1,196,655
26
Male
65,422
null
2
High School
null
30.074696
Urban
Premium
1
9
538
2
2023-05-04 15:21:39.205850
Poor
No
Daily
Condo
2,798
1,196,656
27
Male
928
Divorced
3
PhD
Self-Employed
8.947301
Rural
Comprehensive
0
5
498
5
2024-06-04 15:21:39.256696
Poor
Yes
Weekly
Apartment
845
1,196,657
34
Female
37,354
Married
1
Bachelor's
null
11.756688
Urban
Comprehensive
2
6
767
7
2023-09-29 15:21:39.134960
Average
No
Weekly
House
867
1,196,658
26
Male
17,072
Divorced
3
Bachelor's
Unemployed
7.857324
Rural
Premium
1
11
837
6
2020-05-05 15:21:39.134960
Average
No
Weekly
Condo
468
1,196,659
47
Male
36,370
Single
1
High School
Unemployed
10.590783
Suburban
Comprehensive
0
4
421
4
2024-08-11 15:21:39.243823
Poor
Yes
Weekly
House
1,309
1,196,660
34
Male
29,593
Divorced
1
Bachelor's
null
50.865305
Suburban
Premium
null
9
825
1
2022-10-25 15:21:39.260856
Average
Yes
Rarely
Apartment
374
1,196,661
64
Male
16,929
Married
3
Master's
null
46.781353
Suburban
Basic
0
0
591
6
2024-02-09 15:21:39.252145
Poor
Yes
Daily
Condo
940
1,196,662
50
Male
26,102
Married
0
Master's
null
34.240772
Urban
Premium
null
11
518
7
2022-07-20 15:21:39.233485
Poor
No
Daily
Apartment
1,414
1,196,663
34
Male
35,203
Divorced
2
PhD
Employed
25.93342
Urban
Premium
0
14
460
8
2020-09-19 15:21:39.215386
Poor
No
Daily
Condo
3,199
1,196,664
23
Male
18,056
Divorced
3
Master's
Unemployed
30.161334
Rural
Basic
2
6
378
9
2021-11-26 15:21:39.245086
Average
Yes
Daily
Apartment
2,975
1,196,665
55
Male
595
Married
0
Bachelor's
Employed
36.232659
Urban
Premium
1
0
462
7
2020-02-26 15:21:39.236064
Poor
Yes
Rarely
Condo
1,326
1,196,666
53
Female
10,058
Single
2
Master's
null
33.039543
Suburban
Comprehensive
1
11
null
8
2024-02-15 15:21:39.155231
Average
No
Rarely
House
1,590
1,196,667
52
Female
46,494
Married
0
PhD
null
36.689681
Suburban
Premium
2
19
462
6
2022-12-18 15:21:39.237118
Poor
Yes
Monthly
Condo
202
1,196,668
63
Male
3,198
Married
0
Bachelor's
Unemployed
null
Rural
Premium
0
18
807
7
2020-09-30 15:21:39.085129
Good
No
Weekly
Apartment
923
1,196,669
42
Male
25,760
Single
3
Bachelor's
null
13.054582
Urban
Premium
1
0
734
9
2022-09-02 15:21:39.219432
Good
Yes
Rarely
Apartment
368
1,196,670
64
Male
47,398
Single
1
Master's
Employed
null
Suburban
Basic
null
6
742
9
2024-06-21 15:21:39.167099
null
No
Daily
Apartment
2,735
1,196,671
49
Male
14,094
Divorced
1
Master's
null
34.252208
Rural
Comprehensive
null
0
798
7
2021-05-29 15:21:39.155231
Poor
Yes
Daily
Condo
1,291
1,196,672
53
Male
26,797
Divorced
2
Master's
null
48.987792
Suburban
Premium
0
14
509
6
2023-11-15 15:21:39.105504
Good
Yes
Rarely
Condo
848
1,196,673
62
Female
null
Married
1
High School
Unemployed
null
Urban
Comprehensive
3
3
null
1
2022-10-26 15:21:39.205850
Poor
Yes
Daily
Apartment
2,229
1,196,674
43
Male
14,861
Divorced
0
Master's
null
22.865509
Suburban
Comprehensive
1
14
null
7
2020-04-19 15:21:39.208842
Poor
Yes
Monthly
House
928
1,196,675
45
Male
28,680
Single
1
High School
Self-Employed
9.628765
Suburban
Comprehensive
1
3
673
3
2022-12-29 15:21:39.094752
Good
Yes
Weekly
Apartment
2,703
1,196,676
54
Female
3,062
Single
null
PhD
null
37.649633
Urban
Comprehensive
1
0
null
3
2019-10-31 15:21:39.236064
Good
No
Daily
Apartment
1,102
1,196,677
61
Male
59,547
Divorced
4
High School
Self-Employed
32.419896
Suburban
Comprehensive
1
7
582
3
2022-05-24 15:21:39.235012
Poor
No
Daily
Condo
88
1,196,678
18
Female
407
Single
2
Bachelor's
null
33.929395
Suburban
Premium
null
3
431
5
2021-03-17 15:21:39.155231
Average
Yes
Weekly
Apartment
3,472
1,196,679
46
Male
25,170
Divorced
2
PhD
Employed
38.272358
Rural
Comprehensive
null
7
null
2
2023-05-13 15:21:39.174719
Good
Yes
Monthly
Condo
3,232
1,196,680
32
Male
5,980
Married
2
Master's
Self-Employed
10.809938
Suburban
Comprehensive
0
1
636
9
2020-05-26 15:21:39.245086
Good
Yes
Monthly
Apartment
1,401
1,196,681
39
Male
26,200
Married
3
PhD
null
44.316067
Suburban
Premium
1
12
728
3
2024-03-13 15:21:39.144722
null
Yes
Rarely
Apartment
1,224
1,196,682
53
Female
115
Married
2
PhD
null
45.283973
Urban
Comprehensive
2
5
646
8
2023-03-23 15:21:39.147735
Poor
No
Weekly
House
1,035
1,196,683
47
Female
4,022
Married
3
PhD
Employed
32.420059
Rural
Comprehensive
null
16
null
9
2019-11-19 15:21:39.193945
Average
No
Daily
House
1,382
1,196,684
28
Female
36,100
Married
3
High School
Unemployed
10.195074
Suburban
Premium
1
4
543
3
2021-05-14 15:21:39.134960
Good
No
Monthly
Condo
1,032
1,196,685
58
Female
38,501
Married
3
PhD
Employed
30.148628
Rural
Premium
null
19
null
5
2024-02-22 15:21:39.226954
Good
Yes
Daily
Condo
527
1,196,686
28
Male
61,313
Single
4
Master's
Self-Employed
11.054304
Suburban
Comprehensive
null
10
302
3
2023-07-19 15:21:39.237118
Good
Yes
Rarely
Apartment
708
1,196,687
20
Male
29,082
Married
2
Master's
Unemployed
19.934365
Rural
Basic
null
19
658
2
2023-08-03 15:21:39.187211
Poor
Yes
Rarely
Condo
719
1,196,688
43
Male
18,795
Divorced
null
High School
null
29.722912
Rural
Comprehensive
null
2
516
3
2020-08-01 15:21:39.145732
Poor
Yes
Daily
Condo
1,247
1,196,689
58
Male
35,424
Married
3
High School
null
21.636149
Suburban
Premium
null
9
553
7
2023-04-03 15:21:39.274993
Average
Yes
Monthly
Condo
1,238
1,196,690
62
Male
343
Married
null
PhD
Unemployed
9.571243
Rural
Basic
null
12
361
8
2022-02-21 15:21:39.258696
Average
No
Weekly
Condo
1,177
1,196,691
57
Female
29,096
Single
4
Bachelor's
null
50.75004
Rural
Basic
2
2
492
6
2021-08-14 15:21:39.176717
Good
No
Daily
Condo
1,476
1,196,692
37
Male
38,184
Divorced
2
PhD
Self-Employed
null
Urban
Basic
1
7
842
8
2022-06-22 15:21:39.211806
Average
No
Daily
Condo
646
1,196,693
24
Female
34,246
Divorced
0
Master's
Self-Employed
null
Urban
Premium
1
13
556
2
2022-01-14 15:21:39.126661
Poor
Yes
Weekly
Apartment
1,229
1,196,694
42
Male
35,123
Married
2
High School
Unemployed
38.451412
Suburban
Comprehensive
2
9
613
2
2021-12-22 15:21:39.191219
Good
No
Rarely
Condo
1,534
1,196,695
57
Female
43,830
Single
4
High School
Self-Employed
10.081472
Urban
Comprehensive
null
0
450
2
2020-04-02 15:21:39.151732
Poor
No
Weekly
Condo
1,245
1,196,696
28
Male
15,862
Single
0
High School
Unemployed
19.857132
Rural
Basic
null
0
479
6
2024-07-27 15:21:39.268507
Good
Yes
Daily
House
807
1,196,697
37
Male
5,521
Single
1
Bachelor's
null
32.08422
Suburban
Comprehensive
1
4
null
9
2023-03-23 15:21:39.121169
Average
Yes
Daily
Apartment
2,749
1,196,698
52
Male
91,256
Married
2
PhD
Unemployed
11.403602
Urban
Basic
0
16
476
4
2020-02-03 15:21:39.225916
null
Yes
Daily
Condo
791
1,196,699
59
Male
9,081
Married
2
PhD
Self-Employed
12.539175
Suburban
Comprehensive
1
4
701
5
2020-03-25 15:21:39.134960
Average
No
Monthly
Condo
1,201