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
1,163,800
61
Male
30,665
Single
3
High School
null
39.176822
Urban
Comprehensive
3
16
764
2
2023-05-16 15:21:39.171102
Average
No
Weekly
Condo
236
1,163,801
40
Male
29,759
Married
3
Master's
null
37.857387
Rural
Basic
0
1
619
3
2023-05-28 15:21:39.134960
Good
No
Rarely
House
1,527
1,163,802
20
Male
8,098
Divorced
null
PhD
Unemployed
18.632192
Rural
Premium
0
5
470
2
2021-04-11 15:21:39.261856
Good
Yes
Weekly
House
1,604
1,163,803
63
Female
66,771
Divorced
0
PhD
null
23.928723
Rural
Premium
0
15
null
1
2020-07-01 15:21:39.089116
Poor
Yes
Weekly
Apartment
161
1,163,804
24
Male
117,534
Divorced
3
PhD
Unemployed
13.738255
Urban
Premium
null
1
454
4
2020-11-11 15:21:39.111551
Average
No
Rarely
Condo
872
1,163,805
21
Female
60,132
Single
0
High School
null
16.334005
Rural
Comprehensive
2
19
825
3
2021-07-02 15:21:39.114118
Poor
No
Daily
Condo
3,382
1,163,806
23
Male
617
Divorced
0
Master's
Unemployed
48.840811
Urban
Comprehensive
null
15
474
5
2020-01-16 15:21:39.106582
null
No
Monthly
Condo
1,069
1,163,807
33
Male
null
Married
2
Bachelor's
Self-Employed
51.807319
Rural
Basic
0
6
706
8
2020-01-19 15:21:39.134960
Average
Yes
Daily
Apartment
1,222
1,163,808
18
Female
36,888
Married
0
Master's
null
41.936226
Urban
Basic
1
6
839
2
2024-05-06 15:21:39.213373
Good
Yes
Rarely
Apartment
1,691
1,163,809
33
Male
35,791
Single
0
PhD
null
44.090139
Rural
Premium
0
6
505
6
2023-10-11 15:21:39.155231
Poor
No
Monthly
Apartment
705
1,163,810
61
Male
34,435
Single
2
Master's
null
13.959258
Suburban
Basic
0
2
597
6
2022-03-31 15:21:39.096739
Average
Yes
Weekly
Apartment
1,173
1,163,811
41
Male
15,409
Divorced
null
PhD
Employed
8.764601
Rural
Basic
2
10
798
6
2023-06-18 15:21:39.166062
Poor
Yes
Weekly
Condo
612
1,163,812
36
Female
5,978
Single
2
Master's
Unemployed
25.084981
Suburban
Premium
null
19
null
1
2021-12-27 15:21:39.133866
Average
No
Daily
House
3,573
1,163,813
51
Female
1,706
Married
3
High School
Unemployed
19.812996
Rural
Comprehensive
1
8
464
6
2022-12-07 15:21:39.173834
Average
No
Weekly
Condo
922
1,163,814
44
Male
58,515
Married
4
PhD
Employed
32.752748
Rural
Premium
0
18
413
8
2024-03-16 15:21:39.134960
Average
No
Daily
Apartment
2,619
1,163,815
60
Male
45,150
Divorced
4
PhD
Self-Employed
8.390475
Suburban
Comprehensive
null
7
756
3
2020-02-08 15:21:39.097737
Poor
No
Daily
Condo
393
1,163,816
53
Male
31,276
Divorced
0
Master's
Self-Employed
40.053428
Suburban
Comprehensive
null
14
488
7
2023-01-16 15:21:39.155231
Good
No
Daily
Condo
1,476
1,163,817
43
Female
7,087
Divorced
4
High School
null
22.95263
Suburban
Comprehensive
0
19
703
1
2022-12-24 15:21:39.282785
Good
Yes
Monthly
House
985
1,163,818
55
Female
null
Married
3
Bachelor's
Self-Employed
13.98146
Suburban
Basic
2
6
507
5
2019-10-18 15:21:39.168099
null
No
Daily
Condo
1,082
1,163,819
63
Female
2,591
Single
0
Master's
Unemployed
5.668081
Rural
Premium
null
3
406
3
2020-06-14 15:21:39.079128
null
No
Monthly
Apartment
1,563
1,163,820
57
Female
12,779
Married
4
High School
Employed
null
Suburban
Basic
0
1
497
6
2023-03-21 15:21:39.149731
Good
Yes
Rarely
House
485
1,163,821
50
Male
44,179
Married
0
Master's
null
32.006657
Urban
Premium
2
11
519
9
2024-04-21 15:21:39.134960
Good
Yes
Monthly
Apartment
1,824
1,163,822
48
Female
858
Married
null
PhD
Employed
null
Urban
Basic
null
0
582
1
2021-01-19 15:21:39.144722
Good
Yes
Monthly
House
28
1,163,823
53
Female
1,365
Single
3
PhD
null
null
Rural
Premium
null
15
563
9
2023-08-16 15:21:39.088124
Poor
Yes
Weekly
Condo
1,101
1,163,824
50
Female
59,936
Single
2
Bachelor's
Self-Employed
38.913394
Urban
Premium
null
19
796
6
2022-11-20 15:21:39.087123
Poor
No
Rarely
House
101
1,163,825
35
Male
14,112
Single
1
PhD
null
29.829941
Urban
Premium
1
13
547
5
2021-07-26 15:21:39.237118
Good
Yes
Monthly
Apartment
552
1,163,826
48
Male
23,188
Married
4
High School
Self-Employed
37.591417
Suburban
Comprehensive
2
16
718
9
2022-10-22 15:21:39.223390
Good
No
Weekly
Condo
1,857
1,163,827
46
Female
23,830
Single
3
Bachelor's
null
3.964206
Rural
Premium
null
8
null
9
2023-10-16 15:21:39.134960
Poor
Yes
Weekly
Condo
395
1,163,828
40
Male
74,096
Married
2
Bachelor's
Self-Employed
43.259326
Suburban
Premium
1
5
464
2
2021-02-08 15:21:39.253660
Poor
No
Weekly
Condo
2,601
1,163,829
18
Male
34,922
Married
0
Bachelor's
Unemployed
38.58264
Rural
Comprehensive
1
18
638
8
2023-12-12 15:21:39.281787
Good
No
Weekly
House
600
1,163,830
58
Male
38,142
Divorced
0
High School
Unemployed
16.942504
Urban
Comprehensive
1
8
676
1
2020-12-21 15:21:39.172097
Good
No
Monthly
Condo
212
1,163,831
37
Female
1,040
Married
0
High School
Employed
22.596635
Suburban
Basic
2
14
646
1
2021-09-01 15:21:39.122134
Poor
Yes
Daily
Apartment
1,606
1,163,832
32
Male
12,485
Single
2
PhD
Unemployed
16.920655
Rural
Comprehensive
null
15
436
1
2022-07-06 15:21:39.254678
Average
Yes
Weekly
Condo
731
1,163,833
52
Female
4,099
Divorced
1
High School
Unemployed
38.988084
Suburban
Basic
null
19
707
4
2021-08-01 15:21:39.285112
Average
Yes
Monthly
Apartment
28
1,163,834
56
Male
16,646
Married
1
Master's
Unemployed
13.680848
Urban
Basic
2
0
824
4
2020-06-20 15:21:39.099739
Good
Yes
Rarely
Apartment
645
1,163,835
62
Male
17,094
Married
1
High School
Employed
28.53913
Rural
Basic
0
0
647
7
2023-10-06 15:21:39.229482
Average
No
Rarely
Apartment
1,155
1,163,836
56
Female
16,293
Divorced
3
High School
null
null
Urban
Basic
null
18
836
2
2022-12-07 15:21:39.081504
Average
No
Daily
House
599
1,163,837
55
Male
2,099
Married
4
PhD
Unemployed
22.068417
Rural
Basic
null
11
485
7
2023-12-25 15:21:39.186212
Average
No
Weekly
Condo
929
1,163,838
60
Male
3,724
Single
3
Bachelor's
Unemployed
13.913883
Rural
Basic
2
1
556
6
2021-11-09 15:21:39.236064
Good
No
Monthly
Condo
1,484
1,163,839
37
Female
857
Divorced
0
Bachelor's
Self-Employed
26.037703
Suburban
Comprehensive
2
1
626
7
2020-02-13 15:21:39.086123
Poor
Yes
Monthly
Apartment
29
1,163,840
27
Female
28,627
Divorced
2
Bachelor's
Employed
26.324435
Urban
Basic
null
6
750
8
2019-08-26 15:21:39.097737
Good
Yes
Daily
Apartment
286
1,163,841
50
Male
62,481
Single
0
Bachelor's
null
10.837158
Suburban
Premium
1
17
552
4
2021-01-24 15:21:39.188220
Average
Yes
Weekly
Apartment
150
1,163,842
43
Male
54,991
Married
null
PhD
Employed
51.012345
Urban
Basic
null
14
821
9
2021-01-21 15:21:39.237118
Poor
No
Daily
House
977
1,163,843
26
Female
17,062
Single
0
PhD
Unemployed
45.664914
Rural
Basic
0
7
566
4
2022-03-20 15:21:39.146733
Good
No
Weekly
House
1,724
1,163,844
33
Female
40,802
Single
1
Bachelor's
Employed
15.766124
Rural
Basic
0
0
729
9
2020-09-22 15:21:39.155231
Poor
No
Weekly
House
1,359
1,163,845
34
Female
130,937
Single
0
High School
Employed
5.686404
Urban
Comprehensive
0
10
454
9
2021-07-26 15:21:39.196387
Good
No
Daily
House
379
1,163,846
41
Male
69,053
Single
1
High School
null
34.701436
Rural
Premium
0
2
null
4
2024-04-12 15:21:39.282785
Good
Yes
Weekly
Condo
100
1,163,847
30
Female
47,921
Single
1
High School
Employed
11.241409
Rural
Comprehensive
2
16
437
5
2021-11-27 15:21:39.208842
Average
No
Daily
Condo
515
1,163,848
62
Female
95,111
Married
null
PhD
Employed
6.865662
Rural
Premium
1
4
423
5
2020-11-09 15:21:39.216387
Good
Yes
Daily
Apartment
1,229
1,163,849
41
Male
39,451
Married
1
High School
Self-Employed
38.779879
Rural
Premium
1
6
776
1
2021-09-26 15:21:39.128286
Average
Yes
Monthly
House
1,669
1,163,850
51
Female
51,402
Single
2
Bachelor's
Employed
13.723662
Urban
Premium
1
17
462
5
2020-03-18 15:21:39.121169
Good
No
Daily
Apartment
27
1,163,851
37
Female
38,651
Divorced
null
Master's
null
23.859318
Rural
Comprehensive
null
17
757
6
2024-06-28 15:21:39.228521
Good
Yes
Monthly
Condo
952
1,163,852
42
Male
20,459
Married
0
Bachelor's
null
34.076168
Suburban
Basic
0
2
475
1
2020-05-13 15:21:39.191219
Average
No
Weekly
Apartment
2,320
1,163,853
42
Male
83,656
Divorced
1
PhD
Employed
35.692909
Urban
Comprehensive
2
9
null
6
2023-10-24 15:21:39.237118
Average
No
Monthly
Apartment
276
1,163,854
62
Male
20,997
Married
3
High School
Self-Employed
29.943161
Suburban
Comprehensive
null
3
829
5
2024-06-23 15:21:39.186212
Average
No
Weekly
House
1,310
1,163,855
60
Male
9,091
Divorced
null
Master's
Unemployed
25.928566
Rural
Premium
null
8
762
2
2023-11-27 15:21:39.090124
Good
No
Daily
Condo
992
1,163,856
20
Male
516
Single
3
Master's
null
47.110115
Urban
Comprehensive
2
6
549
5
2022-02-07 15:21:39.134960
Good
Yes
Weekly
Condo
496
1,163,857
45
Female
5,739
Married
2
PhD
null
36.157876
Urban
Premium
0
8
784
4
2019-10-20 15:21:39.134960
Poor
No
Weekly
Apartment
641
1,163,858
47
Male
16,081
Single
1
Bachelor's
Self-Employed
24.959102
Suburban
Comprehensive
0
12
683
8
2021-04-06 15:21:39.289099
Good
No
Monthly
Apartment
1,207
1,163,859
29
Female
10,506
Divorced
null
High School
Unemployed
49.824679
Rural
Basic
1
14
786
3
2020-04-30 15:21:39.279729
Good
No
Monthly
Condo
669
1,163,860
61
Female
75,734
Divorced
1
PhD
Employed
26.342652
Urban
Comprehensive
2
19
407
2
2023-04-22 15:21:39.264504
Average
No
Rarely
House
959
1,163,861
24
Female
61,768
Divorced
1
High School
Self-Employed
28.817338
Urban
Basic
0
8
356
6
2020-12-29 15:21:39.155231
Average
No
Monthly
Apartment
929
1,163,862
31
Male
10,050
Married
4
Master's
Unemployed
18.035628
Rural
Comprehensive
0
7
783
7
2023-07-07 15:21:39.281787
Good
Yes
Weekly
House
4,861
1,163,863
39
Male
30,897
Married
1
PhD
Unemployed
20.158945
Rural
Basic
0
19
547
1
2023-04-07 15:21:39.091080
Good
No
Monthly
Condo
596
1,163,864
46
Male
27,114
Single
4
Master's
Self-Employed
41.959506
Urban
Basic
null
10
593
2
2021-07-18 15:21:39.145732
Poor
Yes
Rarely
Condo
709
1,163,865
33
Male
86,280
Single
3
High School
Self-Employed
16.828129
Urban
Comprehensive
1
13
774
7
2021-04-10 15:21:39.229482
Good
No
Monthly
House
88
1,163,866
56
Male
27,204
Married
0
Master's
Employed
11.859468
Urban
Premium
0
17
739
6
2021-09-02 15:21:39.194829
Poor
No
Rarely
Apartment
580
1,163,867
44
Female
6,724
Married
1
High School
null
7.46072
Rural
Basic
null
15
null
2
2021-02-10 15:21:39.186212
Poor
No
Monthly
Apartment
1,035
1,163,868
48
Female
85,230
Divorced
2
Master's
Self-Employed
11.489313
Urban
Premium
null
19
485
1
2022-09-18 15:21:39.196387
Good
Yes
Monthly
Condo
2,954
1,163,869
58
Male
467
Married
0
Master's
null
17.907388
Rural
Basic
2
8
694
9
2024-08-09 15:21:39.093681
Average
No
Daily
Condo
662
1,163,870
60
Female
2,789
Married
0
Bachelor's
null
11.491092
Urban
Premium
0
18
491
4
2020-09-02 15:21:39.214388
Average
No
Monthly
Apartment
719
1,163,871
61
Female
3,354
Divorced
4
High School
Self-Employed
8.860007
Rural
Premium
3
0
582
2
2021-09-11 15:21:39.223901
Good
No
Rarely
House
1,881
1,163,872
25
Male
null
Divorced
null
Bachelor's
null
5.746555
Rural
Basic
2
2
416
4
2021-12-18 15:21:39.213373
Poor
No
Rarely
Condo
1,228
1,163,873
34
Female
59,741
Divorced
1
PhD
Unemployed
27.98867
Urban
Premium
1
4
365
1
2023-11-15 15:21:39.237118
Good
No
Daily
Apartment
227
1,163,874
41
Male
123,937
Single
4
Bachelor's
null
42.133512
Urban
Premium
1
15
773
7
2021-07-24 15:21:39.106582
null
No
Weekly
House
2,083
1,163,875
54
Female
1,133
Married
3
Master's
Unemployed
40.36164
Rural
Basic
0
3
null
3
2023-02-12 15:21:39.093681
null
No
Weekly
Condo
141
1,163,876
46
Male
13,240
Single
4
High School
Unemployed
34.749184
Urban
Premium
0
15
523
2
2021-10-13 15:21:39.193945
Poor
No
Daily
Apartment
2,394
1,163,877
45
Male
31,323
Single
4
PhD
Employed
25.907749
Urban
Comprehensive
1
0
682
5
2023-07-01 15:21:39.082499
Poor
Yes
Weekly
Apartment
964
1,163,878
18
Male
18,085
Divorced
1
High School
Unemployed
30.357906
Suburban
Comprehensive
0
15
null
2
2020-05-14 15:21:39.155231
Average
Yes
Monthly
House
1,807
1,163,879
58
Female
41,298
Married
1
High School
Self-Employed
43.491126
Rural
Premium
2
4
788
4
2022-03-03 15:21:39.237118
Average
Yes
Weekly
Condo
563
1,163,880
29
Female
18,194
Single
4
High School
Unemployed
11.249714
Suburban
Comprehensive
1
10
823
8
2021-03-10 15:21:39.246098
Good
No
Weekly
Condo
335
1,163,881
38
Male
43,782
Divorced
2
Bachelor's
Self-Employed
33.665585
Suburban
Comprehensive
null
19
469
6
2024-06-10 15:21:39.176717
Poor
Yes
Monthly
Apartment
99
1,163,882
62
Male
6,978
Divorced
null
High School
Employed
39.794368
Suburban
Premium
null
4
439
8
2020-12-17 15:21:39.252145
Average
Yes
Weekly
Condo
96
1,163,883
39
Female
3,974
Divorced
1
Bachelor's
Unemployed
17.160875
Urban
Comprehensive
null
11
757
7
2023-02-07 15:21:39.134960
Poor
Yes
Weekly
Condo
394
1,163,884
18
Male
16,752
Divorced
2
Master's
null
19.867303
Rural
Premium
null
2
804
6
2023-03-07 15:21:39.169102
Good
No
Weekly
House
1,401
1,163,885
51
Male
111,519
Married
0
PhD
Unemployed
8.936764
Urban
Comprehensive
1
5
727
3
2022-07-01 15:21:39.252145
Average
No
Monthly
Apartment
3,965
1,163,886
26
Female
45,934
Single
3
Bachelor's
Employed
33.680114
Rural
Premium
0
2
481
3
2023-05-06 15:21:39.175719
Good
Yes
Weekly
Apartment
2,429
1,163,887
18
Female
825
Single
1
Master's
Unemployed
18.719191
Urban
Comprehensive
null
7
785
6
2021-06-30 15:21:39.134960
Good
Yes
Daily
Condo
394
1,163,888
45
Male
22,223
Divorced
1
PhD
Employed
31.993695
Urban
Comprehensive
null
8
421
9
2022-04-25 15:21:39.100695
Poor
No
Monthly
Condo
2,754
1,163,889
48
Female
61,438
Single
3
Master's
Unemployed
36.848289
Suburban
Premium
4
0
397
2
2021-07-02 15:21:39.120168
Average
Yes
Rarely
House
835
1,163,890
53
Male
30,206
Divorced
null
Bachelor's
Self-Employed
44.986599
Urban
Comprehensive
0
19
569
8
2021-03-21 15:21:39.191219
Poor
No
Rarely
Apartment
441
1,163,891
58
Female
20,894
Married
2
PhD
Self-Employed
22.64264
Suburban
Comprehensive
null
12
441
8
2020-06-11 15:21:39.182597
Poor
Yes
Weekly
Condo
880
1,163,892
42
Female
37,659
Married
4
PhD
Unemployed
33.60503
Suburban
Comprehensive
1
16
710
5
2022-09-15 15:21:39.261856
Good
No
Daily
House
843
1,163,893
57
Female
65,904
Married
1
PhD
Employed
22.377502
Rural
Comprehensive
0
16
741
3
2021-11-10 15:21:39.126661
null
No
Monthly
House
35
1,163,894
39
Female
null
Married
null
Bachelor's
Employed
37.818297
Rural
Comprehensive
2
15
678
5
2023-06-01 15:21:39.182597
Good
No
Rarely
House
396
1,163,895
25
Male
52,413
Married
2
Master's
Self-Employed
42.070135
Suburban
Basic
1
12
366
9
2019-12-17 15:21:39.134960
Poor
No
Daily
Condo
1,241
1,163,896
57
Female
3,394
Married
0
PhD
null
11.793434
Rural
Comprehensive
1
11
442
3
2024-05-10 15:21:39.100695
Poor
No
Daily
House
1,018
1,163,897
25
Male
73,094
Married
3
Bachelor's
Self-Employed
24.717579
Suburban
Premium
1
18
397
7
2020-05-01 15:21:39.118178
Average
No
Daily
Apartment
2,593
1,163,898
57
Male
28,978
Single
4
High School
Unemployed
null
Rural
Comprehensive
null
15
554
1
2021-03-30 15:21:39.246098
Average
Yes
Weekly
Condo
542
1,163,899
32
Male
121,187
Married
2
Bachelor's
Employed
19.120699
Suburban
Premium
1
4
516
6
2020-03-30 15:21:39.283783
Good
No
Weekly
Apartment
44