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
1,800
64
Male
14,791
Divorced
3
Master's
Employed
40.678097
Urban
Premium
0
14
756
7
2023-11-26 15:21:39.236064
Good
No
Weekly
Condo
1,416
1,801
41
Female
38,111
Married
null
Master's
Unemployed
29.36006
Rural
Basic
null
5
null
2
2022-08-13 15:21:39.254678
Good
No
Weekly
Apartment
3,680
1,802
21
Female
121,557
Single
0
Master's
null
null
Suburban
Premium
3
19
762
8
2021-03-06 15:21:39.237118
Good
Yes
Weekly
House
1,479
1,803
61
Female
1,039
Single
null
Bachelor's
Self-Employed
18.03874
Suburban
Basic
0
19
782
3
2021-07-30 15:21:39.271453
Poor
No
Rarely
House
2,108
1,804
19
Female
5,898
Divorced
0
High School
Unemployed
null
Urban
Premium
null
12
431
4
2020-04-01 15:21:39.276901
Good
No
Monthly
Apartment
938
1,805
36
Female
49,433
Single
1
Master's
null
40.760071
Suburban
Comprehensive
2
16
634
6
2019-09-08 15:21:39.233485
Poor
No
Weekly
Apartment
392
1,806
45
Male
9,072
Divorced
2
High School
Employed
30.014592
Rural
Basic
2
0
null
3
2021-03-10 15:21:39.237118
Poor
No
Daily
Condo
880
1,807
30
Male
37,398
Married
2
PhD
Employed
22.715204
Suburban
Comprehensive
0
16
644
7
2021-05-16 15:21:39.256696
Poor
Yes
Rarely
Apartment
1,211
1,808
63
Male
16,290
Single
4
Master's
null
34.937938
Suburban
Premium
null
10
602
1
2023-04-22 15:21:39.180553
Good
No
Rarely
Apartment
1,396
1,809
21
Female
23,897
Divorced
4
PhD
null
7.56678
Suburban
Comprehensive
null
13
805
9
2019-12-31 15:21:39.155231
Average
No
Rarely
Condo
523
1,810
64
Male
3,537
Single
4
Bachelor's
null
16.490984
Rural
Comprehensive
null
16
725
9
2023-08-17 15:21:39.221386
null
Yes
Rarely
Apartment
115
1,811
53
Female
9,786
Married
3
PhD
Self-Employed
27.015549
Urban
Basic
0
11
443
5
2021-09-07 15:21:39.207847
Good
No
Monthly
Apartment
189
1,812
36
Female
3,813
Married
2
Master's
null
47.908814
Suburban
Premium
null
3
471
4
2021-01-13 15:21:39.190215
Poor
No
Rarely
Condo
2,613
1,813
19
Female
28,963
Married
2
PhD
Employed
null
Rural
Basic
0
1
null
9
2023-09-25 15:21:39.176717
Average
No
Weekly
House
1,185
1,814
32
Female
11,036
null
0
Master's
Unemployed
31.161517
Rural
Basic
1
12
718
2
2023-07-10 15:21:39.144722
Average
Yes
Weekly
House
1,542
1,815
22
Female
27,382
Single
4
PhD
Self-Employed
8.125769
Suburban
Comprehensive
1
17
734
4
2024-02-15 15:21:39.155231
Average
No
Daily
Apartment
1,145
1,816
22
Female
2,678
Divorced
4
Master's
null
12.898475
Rural
Premium
2
13
822
7
2023-01-01 15:21:39.281787
Poor
No
Daily
House
930
1,817
19
Female
22,982
Married
4
Master's
Unemployed
9.139028
Urban
Basic
0
1
815
5
2019-12-24 15:21:39.279729
Good
Yes
Monthly
Condo
100
1,818
54
Female
4,867
null
0
High School
Self-Employed
null
Rural
Basic
0
1
null
5
2023-09-07 15:21:39.143708
Poor
No
Monthly
Apartment
2,791
1,819
34
Male
25,704
Single
0
High School
null
4.52403
Urban
Comprehensive
1
4
786
4
2023-12-17 15:21:39.203442
Average
No
Rarely
Apartment
2,578
1,820
33
Male
33,823
Married
4
PhD
Employed
41.955481
Suburban
Comprehensive
0
13
772
9
2020-07-09 15:21:39.192212
Good
Yes
Daily
Apartment
2,144
1,821
60
Male
37,692
Divorced
3
PhD
null
26.652028
Rural
Basic
3
7
null
8
2022-11-13 15:21:39.279729
Average
Yes
Monthly
House
1,398
1,822
60
Female
5,730
Married
2
PhD
Unemployed
36.769651
Suburban
Basic
null
15
674
2
2021-02-18 15:21:39.134960
Good
Yes
Rarely
House
829
1,823
26
Male
35,644
Divorced
3
High School
Self-Employed
7.923351
Suburban
Basic
2
3
473
2
2024-02-16 15:21:39.145732
Good
No
Monthly
Condo
1,057
1,824
43
Male
25,773
Married
4
High School
Employed
33.566674
Suburban
Premium
0
5
578
1
2021-12-16 15:21:39.134960
Poor
Yes
Monthly
Apartment
735
1,825
18
Male
21,527
Married
1
PhD
Employed
13.726793
Urban
Comprehensive
null
4
847
3
2023-05-14 15:21:39.134960
Poor
Yes
Rarely
Apartment
262
1,826
39
Female
66,826
Divorced
0
High School
Unemployed
31.155812
Rural
Premium
0
2
null
1
2021-07-29 15:21:39.221386
Poor
No
Weekly
Condo
421
1,827
51
Male
30,644
Divorced
3
High School
null
14.907382
Urban
Basic
0
7
838
7
2022-06-12 15:21:39.149731
Poor
Yes
Daily
Condo
766
1,828
53
Male
21,861
Divorced
1
High School
null
36.276811
Urban
Comprehensive
2
16
null
4
2023-02-03 15:21:39.222387
Average
No
Monthly
Apartment
928
1,829
55
Male
43,743
Divorced
1
PhD
null
12.602901
Urban
Basic
2
11
null
5
2021-09-10 15:21:39.237118
Poor
Yes
Weekly
House
4,171
1,830
35
Female
93,539
Married
2
Bachelor's
null
51.955168
Rural
Basic
1
5
567
2
2023-12-10 15:21:39.176717
Average
No
Daily
Apartment
1,166
1,831
54
Female
3,577
Divorced
0
Master's
null
19.692345
Urban
Premium
null
16
725
6
2021-06-12 15:21:39.145732
Good
Yes
Daily
House
2,846
1,832
28
Male
3,852
Married
2
Bachelor's
null
34.177869
Rural
Basic
2
7
638
9
2020-01-04 15:21:39.088124
Average
Yes
Rarely
Condo
1,504
1,833
37
Male
18,116
Single
2
Master's
Employed
24.079394
Urban
Comprehensive
2
18
583
9
2020-02-04 15:21:39.084065
Average
Yes
Weekly
Apartment
577
1,834
45
Female
30,213
Divorced
3
Master's
null
12.844156
Suburban
Comprehensive
0
17
785
2
2019-12-28 15:21:39.237118
Average
Yes
Daily
Apartment
1,368
1,835
38
Female
3,892
Single
0
PhD
Self-Employed
52.020909
Rural
Premium
0
11
748
5
2022-03-14 15:21:39.155231
Poor
No
Monthly
Condo
334
1,836
22
Male
8,881
Single
4
Master's
Self-Employed
17.96764
Rural
Comprehensive
0
2
581
3
2020-10-10 15:21:39.237118
Poor
Yes
Weekly
Apartment
642
1,837
39
Female
20,806
Married
3
High School
null
16.490527
Rural
Premium
null
13
538
2
2020-02-17 15:21:39.144722
Good
Yes
Monthly
Condo
632
1,838
55
Female
6,862
Married
null
PhD
null
15.381555
Rural
Basic
1
7
364
7
2022-02-27 15:21:39.155231
Poor
Yes
Weekly
Condo
1,163
1,839
53
Male
25,551
Divorced
4
PhD
null
39.092516
Rural
Comprehensive
0
10
623
3
2024-03-25 15:21:39.098696
Poor
No
Rarely
Apartment
813
1,840
48
Male
58,105
Single
4
PhD
null
6.566005
Suburban
Basic
2
16
410
3
2020-09-11 15:21:39.086123
Average
No
Daily
House
110
1,841
24
Female
519
Married
1
PhD
null
null
Suburban
Basic
1
2
707
3
2022-07-10 15:21:39.283783
Poor
No
Rarely
House
1,283
1,842
50
Female
14,591
Married
1
High School
Self-Employed
12.804043
Suburban
Basic
null
15
481
5
2021-10-12 15:21:39.102694
Good
No
Weekly
Condo
725
1,843
26
Male
138,892
Divorced
0
Bachelor's
Unemployed
37.260087
Suburban
Comprehensive
1
6
null
1
2020-01-29 15:21:39.134960
Poor
Yes
Daily
Apartment
33
1,844
null
Male
18,617
Single
null
Bachelor's
null
12.926605
Rural
Comprehensive
null
3
463
7
2020-07-27 15:21:39.147735
Poor
Yes
Monthly
House
1,074
1,845
18
Female
917
Divorced
4
Master's
Self-Employed
null
Urban
Basic
null
5
566
3
2020-01-26 15:21:39.094752
Poor
No
Rarely
House
541
1,846
45
Male
17,054
Married
4
Master's
Unemployed
37.85481
Urban
Premium
1
10
637
1
2022-01-08 15:21:39.264504
Poor
Yes
Daily
Apartment
533
1,847
18
Female
15,034
Married
2
Master's
null
41.637429
Urban
Premium
2
11
733
8
2023-04-05 15:21:39.147735
Average
Yes
Daily
Apartment
1,195
1,848
41
Male
3,316
Divorced
4
High School
Employed
8.704751
Urban
Basic
null
9
null
4
2021-08-03 15:21:39.111551
Average
Yes
Monthly
House
109
1,849
64
Male
35,926
Married
null
Bachelor's
null
10.093917
Urban
Comprehensive
0
0
547
3
2021-08-16 15:21:39.283783
Poor
No
Rarely
Apartment
1,251
1,850
63
Female
33,792
null
1
PhD
null
16.569609
Urban
Premium
null
1
351
5
2024-04-12 15:21:39.152732
null
No
Daily
Condo
586
1,851
30
Male
32,666
Married
2
Master's
null
35.749397
Suburban
Comprehensive
null
7
null
2
2022-08-05 15:21:39.186212
Poor
Yes
Rarely
Apartment
2,333
1,852
18
Female
23,706
Married
null
PhD
Self-Employed
8.577835
Urban
Basic
0
10
811
7
2022-04-24 15:21:39.180553
Good
Yes
Monthly
Condo
2,552
1,853
46
Female
17,001
Divorced
1
PhD
Employed
24.777715
Rural
Comprehensive
3
0
585
6
2024-01-24 15:21:39.192212
Poor
No
Daily
House
1,849
1,854
26
Male
709
Married
4
Master's
Employed
33.097462
Suburban
Comprehensive
2
15
null
7
2020-05-30 15:21:39.205850
Poor
Yes
Rarely
Apartment
522
1,855
46
Female
929
Single
2
Bachelor's
Self-Employed
15.888767
Urban
Comprehensive
2
17
831
4
2020-09-04 15:21:39.144722
Poor
No
Weekly
Condo
891
1,856
null
Female
136,864
Married
1
PhD
Self-Employed
18.644432
Urban
Comprehensive
null
10
368
7
2020-06-12 15:21:39.155231
Good
Yes
Daily
Apartment
1,351
1,857
59
Male
62,290
Single
3
Master's
Unemployed
28.309315
Rural
Basic
null
1
687
3
2020-07-11 15:21:39.148733
Good
No
Monthly
Apartment
4,085
1,858
61
Female
6,424
Married
4
Bachelor's
Unemployed
50.693958
Suburban
Comprehensive
0
1
611
2
2019-10-20 15:21:39.097737
Average
Yes
Daily
Condo
557
1,859
39
Male
130,727
Divorced
4
PhD
Employed
17.072351
Rural
Comprehensive
2
11
436
8
2021-04-14 15:21:39.273973
Poor
Yes
Daily
Condo
613
1,860
23
Female
93,369
Married
4
Bachelor's
Employed
23.735998
Urban
Basic
3
8
607
1
2021-04-28 15:21:39.214388
Average
No
Monthly
House
241
1,861
19
Male
38,229
Married
4
High School
Self-Employed
7.739809
Rural
Comprehensive
null
9
462
1
2021-11-01 15:21:39.279729
Poor
Yes
Daily
Condo
676
1,862
null
Female
108,846
Single
3
High School
Unemployed
16.952304
Suburban
Premium
2
7
819
3
2022-10-01 15:21:39.237118
null
Yes
Daily
Apartment
979
1,863
27
Male
382
Single
0
Bachelor's
Employed
3.172678
Suburban
Premium
0
16
768
7
2020-12-25 15:21:39.089116
Poor
Yes
Monthly
Apartment
913
1,864
40
Male
133,736
Married
0
Master's
null
12.58361
Urban
Basic
null
8
417
2
2022-05-10 15:21:39.196387
Average
No
Weekly
House
121
1,865
55
Male
12,062
Single
4
High School
null
33.908728
Urban
Premium
null
7
701
9
2024-07-23 15:21:39.280784
Poor
Yes
Weekly
House
134
1,866
61
Male
26,011
Divorced
2
Master's
Employed
6.965758
Urban
Premium
null
19
430
4
2022-10-29 15:21:39.114118
Good
No
Weekly
Apartment
2,126
1,867
49
Male
43,839
Married
0
High School
Employed
23.738196
Rural
Comprehensive
0
13
749
4
2022-10-09 15:21:39.274993
Good
Yes
Weekly
Apartment
1,491
1,868
27
Male
28,682
Divorced
1
Master's
null
2.757588
Rural
Basic
null
16
658
2
2023-11-10 15:21:39.148733
Poor
No
Weekly
House
837
1,869
59
Female
145,719
Married
3
PhD
Self-Employed
20.88974
Suburban
Premium
0
0
516
8
2022-09-02 15:21:39.245086
Good
Yes
Daily
Apartment
394
1,870
null
Female
4,079
Married
4
High School
Employed
20.332909
Suburban
Comprehensive
0
5
774
2
2020-06-08 15:21:39.192212
Poor
No
Monthly
Apartment
28
1,871
44
Male
2,954
Single
null
High School
Employed
39.241425
Rural
Comprehensive
0
19
471
3
2020-01-09 15:21:39.254678
Poor
No
Daily
Apartment
707
1,872
43
Female
80,963
Divorced
3
High School
Self-Employed
11.492745
Suburban
Basic
3
4
null
3
2022-08-19 15:21:39.099739
Average
No
Weekly
House
2,664
1,873
39
Male
83,540
Single
null
High School
null
13.270675
Rural
Premium
1
16
null
1
2023-11-19 15:21:39.091080
Average
No
Monthly
Apartment
350
1,874
56
Male
46,320
Single
1
PhD
Self-Employed
27.18383
Urban
Basic
null
3
825
3
2023-09-08 15:21:39.192212
Good
Yes
Monthly
Condo
2,436
1,875
53
Male
25,881
Single
0
High School
Employed
35.276009
Rural
Basic
null
8
586
4
2023-03-10 15:21:39.237118
Average
Yes
Monthly
House
1,019
1,876
53
Female
30,284
Single
1
Bachelor's
null
34.947394
Rural
Basic
1
6
null
4
2021-06-19 15:21:39.198406
Average
No
Rarely
Condo
775
1,877
62
Male
94,717
Married
3
High School
Employed
19.08536
Urban
Premium
1
10
303
9
2024-04-10 15:21:39.252145
Average
Yes
Weekly
Apartment
582
1,878
63
Female
103,165
Single
4
Bachelor's
Self-Employed
52.83893
Rural
Basic
null
13
555
5
2020-09-13 15:21:39.272456
Good
No
Weekly
House
447
1,879
57
Male
5,098
Single
null
Master's
null
13.917954
Urban
Comprehensive
0
4
382
2
2021-06-05 15:21:39.119168
Average
No
Weekly
Apartment
24
1,880
29
Female
6,723
Single
1
Bachelor's
Unemployed
22.828891
Urban
Basic
null
2
632
5
2022-02-10 15:21:39.289099
Poor
Yes
Monthly
Apartment
1,053
1,881
30
Female
33,221
Divorced
3
Master's
Unemployed
5.755302
Suburban
Premium
0
1
767
2
2021-01-09 15:21:39.131192
Average
Yes
Weekly
House
736
1,882
33
Female
41,009
Single
4
PhD
null
29.946147
Rural
Comprehensive
null
4
null
8
2024-01-31 15:21:39.088124
Poor
No
Weekly
House
1,439
1,883
45
Male
16,082
Married
0
Bachelor's
Self-Employed
12.183321
Urban
Premium
1
3
647
6
2020-04-18 15:21:39.084065
Average
No
Weekly
Apartment
616
1,884
59
Male
17,054
Divorced
4
PhD
Employed
15.927295
Rural
Comprehensive
1
16
null
4
2023-09-28 15:21:39.194829
Average
Yes
Monthly
House
1,043
1,885
38
Male
117,516
Divorced
0
Bachelor's
Unemployed
null
Rural
Premium
1
3
496
8
2022-04-11 15:21:39.155231
Poor
Yes
Monthly
House
1,161
1,886
51
Male
1,299
Married
3
High School
Self-Employed
27.929909
Suburban
Premium
1
2
353
1
2021-06-21 15:21:39.081504
Average
No
Weekly
House
468
1,887
48
Male
106,962
Married
0
High School
Self-Employed
16.879105
Rural
Premium
0
7
419
1
2020-05-27 15:21:39.122134
Poor
No
Monthly
Condo
1,005
1,888
null
Female
4,947
null
0
High School
Employed
34.908408
Rural
Comprehensive
0
17
767
3
2020-05-11 15:21:39.126661
Good
Yes
Daily
Condo
496
1,889
23
Female
20,951
Divorced
2
PhD
null
45.811512
Urban
Premium
1
10
null
3
2024-02-19 15:21:39.134960
Poor
No
Weekly
Condo
3,104
1,890
31
Female
48,697
Single
4
PhD
Unemployed
51.292623
Suburban
Premium
1
10
611
8
2024-02-13 15:21:39.086123
Good
No
Weekly
House
542
1,891
24
Female
null
Single
1
High School
Unemployed
39.244502
Suburban
Premium
1
9
null
4
2021-08-07 15:21:39.155231
Average
No
Monthly
Condo
205
1,892
40
Male
86,843
Divorced
0
Bachelor's
Unemployed
36.94324
Suburban
Premium
0
4
431
9
2023-03-15 15:21:39.155231
Poor
No
Weekly
Condo
629
1,893
19
Female
68,686
Married
3
Bachelor's
null
36.342403
Suburban
Comprehensive
1
19
401
3
2024-03-31 15:21:39.176717
Good
No
Monthly
Apartment
1,446
1,894
27
Male
38,712
Married
3
Master's
Self-Employed
32.994399
Urban
Basic
1
17
800
4
2022-11-11 15:21:39.128286
Poor
Yes
Monthly
Apartment
382
1,895
63
Male
10,182
Single
2
High School
Self-Employed
9.997531
Urban
Comprehensive
null
15
453
5
2024-01-06 15:21:39.123711
Poor
Yes
Weekly
House
2,478
1,896
27
Male
20,963
Married
1
High School
Unemployed
17.892979
Urban
Premium
2
10
522
9
2024-05-17 15:21:39.235012
Good
Yes
Daily
Apartment
871
1,897
30
Female
8,217
Married
2
Master's
Self-Employed
31.091069
Rural
Premium
2
14
833
4
2021-04-14 15:21:39.172097
null
Yes
Rarely
Condo
2,121
1,898
37
Female
37,485
Single
0
Master's
null
25.263799
Suburban
Comprehensive
null
18
759
6
2022-09-06 15:21:39.237118
Poor
No
Daily
House
1,091
1,899
40
Female
113,849
Divorced
0
Master's
null
28.390402
Rural
Premium
3
9
365
9
2024-07-22 15:21:39.286113
Good
Yes
Daily
Apartment
292