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
22,800
38
Female
43,414
Divorced
null
High School
null
13.065113
Urban
Comprehensive
1
8
567
8
2021-03-21 15:21:39.155231
Average
No
Rarely
Condo
936
22,801
53
Female
20,429
Married
3
PhD
Employed
14.736611
Suburban
Premium
1
15
757
7
2023-10-16 15:21:39.134960
Poor
Yes
Monthly
House
925
22,802
29
Female
26,177
Single
3
High School
null
9.261749
Suburban
Premium
null
19
512
7
2022-09-18 15:21:39.146733
Good
No
Daily
Condo
2,141
22,803
28
Female
648
Married
4
Master's
Employed
null
Suburban
Comprehensive
3
3
716
2
2021-02-02 15:21:39.155231
Good
Yes
Daily
Apartment
1,020
22,804
64
Female
43,850
Single
3
Bachelor's
Self-Employed
38.945778
Urban
Basic
1
7
769
3
2020-01-16 15:21:39.219432
Good
No
Daily
House
932
22,805
47
Male
78,389
Single
null
Bachelor's
Employed
27.417326
Urban
Comprehensive
null
9
417
1
2022-11-23 15:21:39.217387
Average
Yes
Weekly
Apartment
759
22,806
57
Female
72,912
Single
null
Bachelor's
null
38.094011
Urban
Comprehensive
0
7
429
5
2024-04-26 15:21:39.116179
null
No
Rarely
Condo
2,055
22,807
23
Female
1,807
Married
2
Bachelor's
null
25.582995
Urban
Basic
null
2
782
6
2022-07-03 15:21:39.167099
Average
No
Monthly
Apartment
3,086
22,808
29
Male
79,653
Divorced
1
PhD
Employed
28.992064
Rural
Comprehensive
0
14
442
7
2020-02-17 15:21:39.237118
Good
No
Daily
House
3,642
22,809
38
Female
25,535
Married
2
Master's
Employed
28.637693
Rural
Basic
null
17
637
6
2023-05-09 15:21:39.196387
Poor
No
Daily
Apartment
45
22,810
22
Female
3,718
Single
1
Master's
Unemployed
40.533818
Rural
Comprehensive
1
3
772
1
2021-10-14 15:21:39.151732
Average
No
Daily
Condo
2,447
22,811
40
Male
71,051
Married
0
PhD
Self-Employed
null
Rural
Basic
1
19
796
9
2023-01-28 15:21:39.172097
Average
Yes
Weekly
Apartment
38
22,812
56
Female
44,689
Married
2
Bachelor's
Unemployed
38.147954
Urban
Basic
1
14
576
9
2021-12-13 15:21:39.134960
Average
No
Weekly
Condo
793
22,813
63
Male
44,690
Divorced
4
Master's
Employed
47.907404
Rural
Basic
0
1
501
7
2021-06-09 15:21:39.129190
Average
No
Daily
Apartment
544
22,814
57
Male
107,893
Single
4
PhD
null
2.781295
Urban
Comprehensive
4
7
381
6
2022-05-26 15:21:39.250151
Good
No
Weekly
House
1,294
22,815
49
Female
18,058
Divorced
0
Bachelor's
Employed
51.958175
Rural
Basic
1
3
328
6
2023-09-29 15:21:39.237118
Poor
Yes
Monthly
Apartment
478
22,816
29
Female
17,963
Divorced
0
PhD
Employed
15.517824
Suburban
Premium
0
11
544
9
2023-07-18 15:21:39.271453
Good
No
Weekly
Apartment
391
22,817
40
Female
16,094
Married
4
High School
null
51.122414
Urban
Comprehensive
0
16
635
3
2019-10-09 15:21:39.134960
Average
Yes
Weekly
House
1,174
22,818
22
Male
16,011
Married
0
Master's
Self-Employed
10.769842
Rural
Comprehensive
1
6
844
2
2024-07-01 15:21:39.237118
Good
Yes
Daily
House
29
22,819
33
Female
23,861
Divorced
3
High School
null
18.554926
Suburban
Basic
3
12
762
2
2024-05-02 15:21:39.177724
Poor
No
Weekly
House
1,748
22,820
40
Female
7,651
Divorced
3
Master's
Self-Employed
7.819759
Suburban
Comprehensive
null
6
574
6
2021-11-18 15:21:39.147735
Average
No
Monthly
Apartment
66
22,821
47
Female
91,289
Married
4
Bachelor's
null
4.666746
Suburban
Basic
3
2
410
6
2021-09-05 15:21:39.154008
Average
No
Rarely
House
540
22,822
50
Male
18,093
Married
4
PhD
Unemployed
40.965337
Urban
Comprehensive
1
10
565
7
2024-06-06 15:21:39.191219
Poor
Yes
Monthly
House
1,216
22,823
25
Male
2,854
Single
2
PhD
Self-Employed
22.249917
Suburban
Premium
3
17
615
6
2020-01-24 15:21:39.250151
Poor
Yes
Rarely
Condo
861
22,824
61
Female
64,412
Married
2
Master's
null
7.946483
Urban
Premium
1
3
480
3
2021-10-04 15:21:39.148733
null
No
Weekly
House
477
22,825
45
Female
17,253
Married
4
Master's
Employed
15.965119
Urban
Comprehensive
1
11
581
6
2023-05-09 15:21:39.106582
Average
No
Weekly
Apartment
422
22,826
60
Female
6,790
Divorced
2
PhD
Employed
48.484661
Urban
Basic
null
0
787
2
2021-08-01 15:21:39.288099
Poor
Yes
Monthly
Condo
588
22,827
48
Male
106,779
Single
null
PhD
null
20.633801
Rural
Comprehensive
1
5
748
3
2020-03-12 15:21:39.244069
Good
No
Rarely
Condo
112
22,828
31
Female
166
Married
2
PhD
Self-Employed
19.844239
Urban
Comprehensive
1
17
307
6
2020-10-16 15:21:39.155231
Poor
Yes
Rarely
Apartment
468
22,829
27
Female
17,983
Single
0
Master's
Employed
42.91434
Rural
Comprehensive
null
17
747
6
2021-11-25 15:21:39.155231
Average
Yes
Weekly
House
545
22,830
22
Male
38,372
Divorced
0
PhD
Employed
27.25276
Rural
Premium
2
14
685
3
2023-01-04 15:21:39.220389
Poor
Yes
Rarely
House
2,145
22,831
39
Female
9,892
Married
1
PhD
null
26.693719
Urban
Premium
null
7
781
4
2021-01-26 15:21:39.173834
Average
Yes
Daily
Condo
1,232
22,832
52
Female
14,840
Single
3
PhD
Self-Employed
52.783548
Suburban
Comprehensive
2
16
686
3
2020-04-26 15:21:39.084065
Good
Yes
Monthly
Apartment
2,944
22,833
29
Male
null
Divorced
4
Master's
Unemployed
19.754901
Urban
Basic
1
0
306
8
2020-09-06 15:21:39.283783
Good
Yes
Daily
Apartment
1,042
22,834
42
Male
5,835
Single
3
High School
Employed
14.633579
Rural
Premium
0
10
629
9
2022-12-14 15:21:39.255696
Good
No
Monthly
Apartment
1,410
22,835
19
Female
5,909
Single
3
Bachelor's
Self-Employed
18.937479
Rural
Comprehensive
null
16
444
3
2021-03-31 15:21:39.089116
Good
No
Weekly
Condo
48
22,836
33
Female
599
Married
3
High School
Unemployed
20.758301
Suburban
Basic
null
17
682
6
2019-09-15 15:21:39.255696
Poor
No
Daily
Condo
456
22,837
63
Male
30,562
Married
3
PhD
Employed
31.769791
Suburban
Premium
1
10
null
2
2022-11-15 15:21:39.120168
Poor
No
Weekly
Condo
536
22,838
30
Male
3,978
Married
0
High School
null
46.478044
Suburban
Comprehensive
2
11
null
8
2020-06-28 15:21:39.134960
Poor
No
Rarely
Condo
724
22,839
33
Male
10,991
Divorced
4
High School
Unemployed
null
Rural
Premium
0
18
336
4
2023-08-16 15:21:39.082499
null
Yes
Weekly
House
725
22,840
39
Female
23,258
Divorced
3
PhD
Employed
13.994874
Urban
Comprehensive
0
11
659
2
2023-12-19 15:21:39.276901
Good
Yes
Daily
House
1,142
22,841
63
Female
26,498
null
2
Master's
Unemployed
9.924864
Suburban
Comprehensive
0
18
null
4
2024-02-27 15:21:39.171102
Good
No
Monthly
Condo
817
22,842
29
Male
15,982
Divorced
3
Bachelor's
Employed
21.948385
Urban
Premium
0
9
null
1
2022-01-08 15:21:39.087123
Average
Yes
Rarely
House
963
22,843
23
Female
141,161
Single
4
High School
Unemployed
27.571009
Urban
Comprehensive
1
18
775
8
2024-07-30 15:21:39.126661
null
Yes
Daily
Condo
158
22,844
51
Male
64,796
Single
null
High School
Employed
11.917008
Rural
Comprehensive
0
14
582
1
2022-02-23 15:21:39.084065
Average
Yes
Rarely
Condo
165
22,845
62
Male
3,384
Single
2
Master's
Unemployed
11.638606
Rural
Premium
null
10
513
5
2020-05-03 15:21:39.121169
Poor
Yes
Daily
Apartment
3,347
22,846
48
Female
132,236
Single
1
High School
Unemployed
32.385095
Rural
Basic
1
7
456
6
2019-09-10 15:21:39.204790
null
No
Daily
Condo
1,358
22,847
40
Female
131,184
Single
3
Master's
null
16.683542
Suburban
Comprehensive
1
18
702
4
2024-08-04 15:21:39.084065
Average
No
Weekly
House
94
22,848
30
Male
39,005
Married
2
PhD
Self-Employed
33.246767
Rural
Premium
null
11
772
4
2021-03-17 15:21:39.134960
Poor
No
Daily
Condo
1,284
22,849
36
Male
4,927
Divorced
0
Master's
Self-Employed
29.944607
Urban
Premium
null
5
416
8
2021-02-02 15:21:39.215386
Average
No
Daily
House
3,007
22,850
36
Male
1,322
Single
4
High School
Self-Employed
39.049301
Suburban
Premium
1
3
626
1
2023-05-06 15:21:39.099739
Good
No
Rarely
House
2,357
22,851
43
Male
1,437
Married
1
High School
Employed
43.786755
Suburban
Basic
1
19
472
9
2023-03-26 15:21:39.255696
Average
Yes
Daily
Apartment
815
22,852
47
Female
59,527
Single
3
Master's
Self-Employed
34.072047
Rural
Comprehensive
3
12
667
5
2023-01-13 15:21:39.266452
Good
No
Monthly
Condo
3,788
22,853
58
Male
43,440
Married
2
Master's
Employed
32.958507
Rural
Basic
0
7
562
3
2024-06-04 15:21:39.155231
Good
Yes
Rarely
Condo
1,256
22,854
37
Male
4,601
Single
3
Bachelor's
null
12.938159
Rural
Premium
null
6
823
4
2021-07-24 15:21:39.237118
Good
No
Monthly
Apartment
2,064
22,855
25
Female
70,966
Single
1
Bachelor's
null
11.553085
Suburban
Basic
null
18
848
3
2023-08-14 15:21:39.222387
Poor
Yes
Weekly
Apartment
129
22,856
40
Male
4,715
Single
1
Master's
null
33.948147
Rural
Basic
2
5
658
5
2020-03-01 15:21:39.237118
Average
No
Daily
House
603
22,857
27
Male
null
Divorced
3
Bachelor's
null
7.703102
Urban
Comprehensive
2
16
710
6
2022-01-07 15:21:39.237118
Good
Yes
Monthly
House
434
22,858
26
Female
23,970
Married
2
Master's
Unemployed
18.944794
Rural
Basic
1
4
541
7
2024-03-02 15:21:39.086123
Good
No
Monthly
Condo
49
22,859
46
Male
30,353
Single
1
High School
Self-Employed
20.771308
Suburban
Comprehensive
0
4
593
6
2019-09-15 15:21:39.250151
Average
Yes
Monthly
Apartment
489
22,860
25
Female
105,746
Divorced
0
High School
Self-Employed
36.238341
Urban
Comprehensive
2
10
554
9
2021-07-10 15:21:39.134960
Good
Yes
Daily
House
362
22,861
53
Female
27,331
Divorced
0
High School
Self-Employed
25.447868
Rural
Premium
null
0
510
9
2024-08-11 15:21:39.092127
Average
No
Weekly
House
769
22,862
24
Female
89,341
Single
3
Master's
Unemployed
35.603277
Rural
Basic
3
8
834
3
2021-03-11 15:21:39.149731
Poor
No
Weekly
Condo
367
22,863
40
Male
39,716
Divorced
3
PhD
Employed
16.777439
Rural
Premium
null
7
478
3
2023-02-11 15:21:39.185215
Average
Yes
Rarely
House
722
22,864
25
Female
1,298
Divorced
1
High School
null
33.173493
Rural
Premium
0
19
null
2
2020-04-13 15:21:39.194829
Poor
Yes
Monthly
Apartment
2,871
22,865
24
Male
45,900
Married
3
PhD
Self-Employed
27.242698
Urban
Premium
1
8
null
1
2024-01-04 15:21:39.126661
Average
No
Weekly
Condo
548
22,866
62
Male
6,445
Single
2
High School
Employed
29.179517
Urban
Premium
1
6
810
9
2019-12-03 15:21:39.235012
Average
No
Rarely
Apartment
2,188
22,867
45
Female
4,749
Single
3
High School
null
24.474963
Rural
Premium
null
3
582
6
2020-03-29 15:21:39.096739
null
Yes
Monthly
House
772
22,868
21
Male
538
Single
null
High School
Self-Employed
28.36677
Rural
Basic
2
17
338
6
2022-09-03 15:21:39.164044
Poor
Yes
Daily
Condo
358
22,869
47
Female
53,781
Divorced
1
PhD
Employed
24.858691
Rural
Basic
1
3
473
2
2022-05-05 15:21:39.282785
Good
No
Monthly
Apartment
48
22,870
50
Female
17,059
Married
3
High School
Self-Employed
38.284401
Urban
Basic
2
9
799
5
2022-06-06 15:21:39.278402
Poor
No
Weekly
House
3,378
22,871
43
Male
35,498
Divorced
4
Master's
Employed
26.099366
Suburban
Premium
0
12
510
1
2021-07-29 15:21:39.190215
Good
Yes
Weekly
Apartment
563
22,872
23
Female
47,613
Divorced
2
Master's
Unemployed
8.26234
Rural
Basic
2
2
347
4
2024-01-29 15:21:39.098696
Average
Yes
Monthly
House
62
22,873
38
Female
25,456
Single
0
Master's
Unemployed
33.964266
Rural
Premium
1
4
628
6
2020-08-02 15:21:39.126661
Average
No
Monthly
House
112
22,874
64
Female
2,833
Married
3
High School
null
8.003962
Urban
Comprehensive
0
4
769
6
2020-04-03 15:21:39.288099
null
No
Daily
House
3,068
22,875
48
Female
60,779
Married
0
PhD
Self-Employed
17.912366
Suburban
Basic
0
15
456
5
2021-02-03 15:21:39.173834
Average
Yes
Daily
Condo
845
22,876
42
Male
25,170
Married
1
Bachelor's
null
3.769534
Suburban
Premium
null
12
794
9
2021-07-22 15:21:39.264504
Good
No
Rarely
Apartment
1,430
22,877
49
Female
25,441
Married
3
High School
Unemployed
15.879204
Urban
Basic
0
19
461
4
2023-01-14 15:21:39.183598
Good
Yes
Rarely
Apartment
735
22,878
19
Male
73,899
Married
1
PhD
Unemployed
15.867271
Suburban
Basic
1
9
null
9
2019-09-02 15:21:39.133866
Poor
Yes
Rarely
Condo
4,569
22,879
55
Male
13,575
Single
1
High School
Self-Employed
46.738547
Rural
Comprehensive
null
4
null
7
2022-02-23 15:21:39.237118
Good
Yes
Weekly
Condo
1,187
22,880
48
Female
25,791
Married
3
PhD
null
11.994717
Rural
Basic
null
9
591
4
2020-01-08 15:21:39.175719
Good
Yes
Daily
Condo
2,099
22,881
23
Female
88,411
Single
1
Master's
null
39.123964
Suburban
Premium
null
8
451
8
2021-11-15 15:21:39.154008
Good
Yes
Monthly
Condo
302
22,882
60
Male
6,546
Married
0
Master's
null
28.926764
Suburban
Basic
null
6
626
1
2020-02-18 15:21:39.214388
Average
Yes
Weekly
House
868
22,883
23
Female
43,493
Married
1
Bachelor's
Self-Employed
20.478376
Rural
Basic
null
7
776
9
2021-10-29 15:21:39.194829
Good
No
Daily
House
775
22,884
54
Female
744
Divorced
1
Bachelor's
null
null
Rural
Basic
null
3
687
6
2023-03-11 15:21:39.172097
Poor
Yes
Monthly
Condo
489
22,885
58
Male
84,926
Married
1
High School
Self-Employed
18.418314
Urban
Basic
0
5
394
7
2022-03-31 15:21:39.092127
Good
Yes
Monthly
Condo
1,242
22,886
61
Female
null
Married
2
PhD
Self-Employed
29.666876
Suburban
Basic
1
7
416
6
2021-09-18 15:21:39.265513
Poor
Yes
Monthly
Condo
202
22,887
50
Female
88,966
Single
2
Master's
null
24.384479
Rural
Comprehensive
0
13
687
4
2022-07-05 15:21:39.192212
Good
Yes
Weekly
House
110
22,888
51
Female
null
Married
4
Bachelor's
Self-Employed
33.847125
Urban
Basic
null
13
581
9
2021-08-07 15:21:39.217387
Good
Yes
Monthly
Apartment
141
22,889
28
Female
6,042
Divorced
0
High School
Self-Employed
25.172344
Rural
Premium
3
2
728
5
2023-02-03 15:21:39.237118
Poor
No
Rarely
Condo
1,584
22,890
46
Female
27,862
Divorced
2
PhD
null
10.826231
Urban
Premium
0
17
758
2
2019-09-25 15:21:39.168099
Average
No
Daily
House
646
22,891
63
Male
24,706
Single
4
High School
Self-Employed
36.61927
Rural
Premium
0
19
555
7
2023-04-17 15:21:39.134960
Average
No
Weekly
House
619
22,892
52
Female
22,373
Married
2
High School
null
23.482441
Rural
Comprehensive
1
0
445
3
2022-07-01 15:21:39.274993
Good
No
Weekly
House
2,836
22,893
22
Female
2,322
Single
2
Master's
Self-Employed
36.9238
Suburban
Premium
null
13
603
4
2020-08-22 15:21:39.126661
Good
Yes
Rarely
Condo
2,960
22,894
60
Male
1,195
Single
2
High School
Employed
13.737955
Urban
Premium
null
4
825
8
2023-08-22 15:21:39.166062
Poor
Yes
Weekly
Condo
1,873
22,895
36
Male
40,595
Single
0
Bachelor's
Employed
27.160193
Urban
Premium
null
0
598
6
2020-08-14 15:21:39.257696
Good
Yes
Rarely
Apartment
1,141
22,896
40
Female
55,620
Divorced
4
Master's
Employed
44.375048
Urban
Premium
2
11
null
9
2020-12-14 15:21:39.237118
null
Yes
Rarely
Condo
961
22,897
20
Male
3,608
Married
2
PhD
Employed
20.72671
Suburban
Premium
2
3
767
4
2020-01-04 15:21:39.186212
Poor
Yes
Rarely
Condo
934
22,898
null
Male
89,931
Single
null
PhD
Unemployed
22.341187
Suburban
Comprehensive
0
13
394
7
2022-02-10 15:21:39.164044
Average
Yes
Monthly
Condo
669
22,899
30
Female
10,058
Single
1
Bachelor's
null
18.272669
Rural
Basic
0
2
634
2
2019-09-25 15:21:39.134960
Good
Yes
Monthly
House
1,342