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
1,178,800
58
Male
20,720
Single
3
PhD
null
45.267826
Rural
Premium
null
7
643
5
2020-08-01 15:21:39.125660
Poor
No
Monthly
House
557
1,178,801
33
Female
73,989
Divorced
4
PhD
Self-Employed
5.510627
Rural
Premium
1
19
374
9
2024-03-31 15:21:39.191219
Average
No
Monthly
House
902
1,178,802
51
Male
51,868
Married
4
Master's
null
24.816665
Rural
Basic
1
4
451
3
2021-01-19 15:21:39.237118
Poor
No
Monthly
Apartment
361
1,178,803
23
Female
2,741
Married
2
High School
null
28.099489
Urban
Basic
2
9
551
7
2022-03-08 15:21:39.252145
null
No
Daily
House
1,281
1,178,804
33
Male
23,142
Single
4
Master's
null
25.352622
Urban
Basic
null
11
678
8
2023-03-08 15:21:39.208842
Average
No
Daily
House
1,206
1,178,805
19
Male
2,533
Single
2
PhD
null
11.64985
Suburban
Premium
0
6
433
8
2020-06-13 15:21:39.261856
Good
No
Weekly
Condo
752
1,178,806
22
Male
102,830
Divorced
null
High School
Employed
40.661359
Suburban
Premium
null
9
769
9
2023-01-31 15:21:39.166062
null
No
Daily
Apartment
2,613
1,178,807
59
Female
11,037
Married
1
PhD
Employed
24.066651
Suburban
Basic
0
17
null
5
2020-11-03 15:21:39.134960
Average
No
Daily
Condo
2,023
1,178,808
49
Male
48,888
Married
4
High School
Unemployed
33.096013
Rural
Comprehensive
2
7
337
2
2022-05-07 15:21:39.101733
Poor
No
Monthly
House
506
1,178,809
54
Female
28,785
Single
3
High School
Employed
22.485064
Suburban
Premium
1
15
816
6
2019-12-17 15:21:39.079128
Poor
Yes
Daily
Apartment
1,604
1,178,810
18
Female
5,869
Divorced
2
PhD
null
16.881036
Rural
Basic
0
3
744
7
2023-05-09 15:21:39.085129
Good
Yes
Monthly
Apartment
728
1,178,811
18
Female
2,379
Divorced
1
High School
Employed
29.367556
Rural
Comprehensive
2
14
743
6
2022-11-08 15:21:39.126661
Poor
Yes
Weekly
Apartment
1,828
1,178,812
32
Male
2,428
Single
0
High School
null
48.773661
Rural
Basic
0
12
558
6
2023-08-05 15:21:39.102694
Poor
Yes
Weekly
House
2,385
1,178,813
34
Male
36,764
Married
1
PhD
Employed
24.876388
Suburban
Premium
0
6
null
7
2020-09-19 15:21:39.255696
Good
Yes
Monthly
Apartment
1,938
1,178,814
50
Male
1,581
Single
4
Master's
Self-Employed
27.6418
Suburban
Comprehensive
2
1
506
9
2020-10-13 15:21:39.237118
Average
Yes
Weekly
House
2,145
1,178,815
27
Male
81,457
Married
2
Master's
Self-Employed
51.879676
Urban
Comprehensive
null
1
771
3
2021-07-18 15:21:39.274993
Good
Yes
Weekly
Condo
556
1,178,816
53
Male
31,209
Married
2
PhD
Unemployed
30.884538
Urban
Premium
null
4
683
1
2023-05-10 15:21:39.177724
Average
Yes
Weekly
House
681
1,178,817
53
Female
3,634
Single
2
High School
null
36.845231
Rural
Premium
1
12
446
4
2020-04-02 15:21:39.079128
Poor
No
Rarely
Apartment
2,361
1,178,818
49
Female
51,002
null
1
PhD
Self-Employed
41.048031
Rural
Basic
0
15
785
2
2022-06-11 15:21:39.196387
Average
Yes
Weekly
Condo
171
1,178,819
62
Male
4,229
Married
0
High School
Unemployed
15.071518
Suburban
Basic
1
3
506
6
2020-02-02 15:21:39.144722
Average
Yes
Daily
Condo
2,862
1,178,820
35
Male
2,883
Married
3
High School
Self-Employed
28.715459
Suburban
Comprehensive
null
4
473
1
2020-12-03 15:21:39.194829
Good
No
Weekly
Apartment
1,273
1,178,821
53
Male
8,982
Divorced
0
Master's
Self-Employed
15.723212
Suburban
Basic
null
13
694
4
2022-01-03 15:21:39.134960
Average
Yes
Rarely
Apartment
685
1,178,822
38
Male
74,356
null
2
High School
Self-Employed
14.489847
Urban
Premium
1
18
493
6
2019-12-16 15:21:39.134960
Poor
Yes
Weekly
Condo
642
1,178,823
21
Female
23,984
Single
4
PhD
Unemployed
16.176912
Suburban
Basic
1
7
609
5
2022-04-05 15:21:39.134960
Poor
Yes
Daily
Condo
30
1,178,824
48
Female
53,778
Married
4
Master's
Self-Employed
5.827677
Suburban
Premium
0
6
565
4
2021-07-13 15:21:39.134960
null
No
Monthly
Condo
112
1,178,825
42
Female
49,518
Single
0
Bachelor's
Self-Employed
23.226431
Rural
Premium
0
4
315
5
2020-05-27 15:21:39.082499
Average
No
Monthly
House
933
1,178,826
23
Female
3,440
Single
0
PhD
Employed
32.583429
Rural
Premium
2
3
823
3
2024-01-10 15:21:39.194829
Good
Yes
Weekly
Apartment
782
1,178,827
50
Male
17,078
Divorced
0
PhD
null
28.671978
Suburban
Comprehensive
2
7
565
7
2021-06-04 15:21:39.133866
Poor
Yes
Weekly
Condo
183
1,178,828
37
Male
7,011
Divorced
0
Master's
Self-Employed
39.560931
Urban
Basic
null
15
809
8
2020-09-27 15:21:39.201446
Poor
Yes
Daily
Apartment
639
1,178,829
null
Female
1,148
null
1
Master's
Employed
30.141667
Rural
Comprehensive
0
14
825
8
2024-01-28 15:21:39.185215
Good
Yes
Rarely
Apartment
2,083
1,178,830
22
Male
127,795
Married
3
Master's
Unemployed
15.171026
Rural
Premium
1
2
427
9
2022-04-04 15:21:39.244069
Average
No
Daily
Apartment
1,422
1,178,831
64
Female
44,955
Married
1
PhD
null
13.973122
Rural
Premium
1
11
571
9
2020-03-17 15:21:39.288099
Average
No
Monthly
Apartment
1,551
1,178,832
20
Male
103,884
Married
1
Bachelor's
null
23.222927
Urban
Comprehensive
1
14
479
2
2020-12-25 15:21:39.086123
Average
Yes
Daily
Condo
2,698
1,178,833
57
Female
20,360
Divorced
4
Master's
Employed
11.704568
Urban
Premium
1
7
null
5
2020-02-07 15:21:39.086123
Average
Yes
Daily
Apartment
1,502
1,178,834
62
Female
1,064
Divorced
1
Master's
Unemployed
22.402637
Urban
Premium
2
3
431
7
2023-02-11 15:21:39.206847
Good
Yes
Daily
Apartment
659
1,178,835
32
Female
35,123
Divorced
4
High School
null
22.622806
Rural
Premium
null
17
516
9
2024-01-19 15:21:39.180553
Average
No
Weekly
Condo
1,264
1,178,836
63
Female
81,945
Single
1
Master's
null
39.611458
Suburban
Comprehensive
2
17
null
5
2023-10-20 15:21:39.219432
Good
Yes
Rarely
House
431
1,178,837
36
Male
96,843
Married
1
Master's
Unemployed
null
Rural
Basic
1
17
778
1
2024-01-14 15:21:39.080440
Good
Yes
Rarely
House
119
1,178,838
53
Male
17,058
Single
3
Master's
Self-Employed
9.914367
Urban
Comprehensive
0
3
581
7
2023-09-19 15:21:39.176717
Good
Yes
Daily
House
1,334
1,178,839
34
Female
39,764
Divorced
4
High School
null
19.624347
Rural
Comprehensive
1
5
711
6
2020-05-21 15:21:39.093681
Good
No
Daily
House
1,732
1,178,840
37
Male
4,970
Married
4
Master's
Self-Employed
26.158932
Rural
Basic
null
15
492
4
2021-09-12 15:21:39.098696
null
Yes
Rarely
Apartment
527
1,178,841
45
Male
20,859
Divorced
3
High School
Self-Employed
16.557602
Suburban
Premium
0
2
659
1
2022-10-21 15:21:39.143708
Average
Yes
Monthly
Apartment
3,759
1,178,842
49
Male
43,474
Divorced
4
Bachelor's
Employed
27.845631
Suburban
Comprehensive
0
8
531
6
2021-01-29 15:21:39.134960
Good
No
Daily
House
861
1,178,843
53
Male
null
Divorced
null
Master's
Unemployed
null
Urban
Comprehensive
2
12
554
6
2022-02-20 15:21:39.181605
null
Yes
Weekly
Apartment
563
1,178,844
36
Male
45,569
Divorced
0
High School
null
13.979056
Urban
Premium
1
15
535
7
2024-06-03 15:21:39.246098
Poor
No
Rarely
House
1,611
1,178,845
58
Female
48,711
Single
3
Master's
null
24.964153
Rural
Comprehensive
null
3
479
9
2023-05-04 15:21:39.096739
Poor
Yes
Rarely
Apartment
92
1,178,846
25
Male
80,542
Single
2
High School
Employed
4.66777
Urban
Comprehensive
0
15
null
5
2019-08-29 15:21:39.223901
Poor
No
Weekly
House
3,657
1,178,847
48
Male
30,377
Married
4
Bachelor's
null
20.739791
Rural
Basic
0
7
748
5
2024-05-31 15:21:39.081504
Average
No
Weekly
Apartment
852
1,178,848
18
Female
44,112
Married
4
High School
Unemployed
28.296442
Rural
Basic
1
5
581
3
2020-01-02 15:21:39.091080
Average
No
Weekly
Condo
1,668
1,178,849
58
Male
6,885
Single
2
PhD
Unemployed
26.162218
Rural
Comprehensive
1
9
null
6
2021-11-09 15:21:39.134960
Average
Yes
Monthly
Condo
598
1,178,850
26
Female
21,819
Single
1
Bachelor's
Unemployed
4.068856
Suburban
Basic
1
1
336
5
2023-01-14 15:21:39.131192
null
Yes
Weekly
Condo
801
1,178,851
38
Male
1,682
Divorced
3
Master's
null
37.505764
Urban
Basic
1
14
336
6
2021-11-23 15:21:39.252145
Poor
Yes
Daily
Apartment
501
1,178,852
58
Female
null
Divorced
4
High School
Unemployed
45.844282
Rural
Premium
null
9
446
5
2020-02-24 15:21:39.148733
Good
No
Monthly
Apartment
397
1,178,853
53
Female
74,490
Divorced
2
Master's
Unemployed
19.316211
Rural
Comprehensive
null
12
361
1
2020-03-18 15:21:39.111551
Good
No
Daily
House
1,049
1,178,854
40
Male
79,950
Married
2
High School
null
30.996766
Rural
Basic
0
7
379
1
2022-04-16 15:21:39.134960
Poor
No
Weekly
Condo
386
1,178,855
47
Female
1,060
Married
0
PhD
Self-Employed
20.454418
Rural
Premium
2
7
748
7
2023-12-12 15:21:39.134960
Poor
Yes
Daily
Condo
115
1,178,856
64
Female
null
Single
1
High School
null
51.135629
Rural
Premium
0
5
810
7
2022-03-22 15:21:39.144722
Average
No
Weekly
Apartment
548
1,178,857
58
Male
35,478
Single
4
Bachelor's
null
null
Rural
Comprehensive
null
12
509
7
2022-09-05 15:21:39.222387
Good
No
Rarely
House
454
1,178,858
43
Female
7,991
Single
2
High School
Self-Employed
19.270798
Rural
Basic
null
8
689
9
2020-01-03 15:21:39.134960
Poor
Yes
Weekly
Condo
954
1,178,859
47
Female
114,396
Divorced
4
Bachelor's
Self-Employed
21.786661
Rural
Basic
null
3
767
7
2020-05-26 15:21:39.119168
Good
No
Daily
House
195
1,178,860
39
Female
6,969
Single
0
Bachelor's
Self-Employed
12.734818
Urban
Premium
null
15
665
5
2020-10-22 15:21:39.155231
Average
Yes
Monthly
Condo
805
1,178,861
63
Male
51,716
Single
2
Master's
Unemployed
14.908386
Urban
Basic
0
16
333
8
2021-04-11 15:21:39.134960
Average
Yes
Monthly
House
688
1,178,862
49
Male
39,803
Divorced
3
Bachelor's
Self-Employed
29.446865
Rural
Basic
0
14
728
7
2020-08-15 15:21:39.188220
Good
Yes
Weekly
House
716
1,178,863
49
Male
4,725
Divorced
1
PhD
Employed
18.814962
Urban
Basic
null
18
null
9
2019-11-04 15:21:39.172097
Good
Yes
Monthly
House
723
1,178,864
21
Male
4,535
Married
0
High School
null
14.656865
Suburban
Basic
0
7
651
6
2020-11-05 15:21:39.134960
Poor
Yes
Daily
Condo
38
1,178,865
22
Male
9,101
Married
0
Master's
Self-Employed
null
Suburban
Basic
0
2
767
7
2022-09-13 15:21:39.253660
Good
Yes
Daily
House
2,221
1,178,866
64
Male
5,510
Single
4
Bachelor's
null
36.818337
Suburban
Comprehensive
0
17
832
3
2023-06-03 15:21:39.196387
Average
Yes
Monthly
Apartment
1,195
1,178,867
30
Male
1,039
Divorced
1
High School
Employed
null
Urban
Basic
null
9
797
1
2022-01-26 15:21:39.134960
Poor
Yes
Daily
House
488
1,178,868
25
Male
10,719
Married
3
PhD
null
29.127553
Urban
Basic
null
15
468
9
2021-10-07 15:21:39.155231
Average
Yes
Daily
Condo
668
1,178,869
44
Female
394
Married
0
Master's
Employed
23.630565
Suburban
Basic
0
15
589
4
2021-06-15 15:21:39.091080
Poor
Yes
Monthly
House
891
1,178,870
35
Male
25,257
Married
2
High School
Self-Employed
12.819418
Suburban
Basic
0
9
785
5
2019-09-07 15:21:39.278402
Good
No
Monthly
Apartment
854
1,178,871
23
Female
64,013
Single
0
High School
null
29.636276
Rural
Comprehensive
1
18
null
1
2020-08-02 15:21:39.276388
Poor
Yes
Monthly
House
69
1,178,872
30
Male
35,791
Divorced
null
High School
Unemployed
10.267529
Suburban
Premium
null
2
443
7
2020-03-24 15:21:39.146733
Good
No
Monthly
Condo
1,216
1,178,873
25
Male
28,791
Divorced
0
PhD
Unemployed
44.834851
Suburban
Basic
null
9
482
2
2022-04-11 15:21:39.192212
Average
No
Monthly
Condo
2,452
1,178,874
30
Male
96,598
null
1
Master's
null
23.203466
Rural
Premium
null
19
595
9
2024-01-12 15:21:39.213373
Poor
No
Weekly
Apartment
339
1,178,875
29
Female
18,307
Married
4
PhD
null
34.241385
Suburban
Premium
2
11
609
1
2021-10-02 15:21:39.219432
Poor
Yes
Weekly
Condo
1,765
1,178,876
51
Male
16,606
Divorced
null
Master's
Unemployed
8.835954
Urban
Premium
null
17
548
6
2021-07-07 15:21:39.194829
Poor
Yes
Monthly
House
1,298
1,178,877
32
Female
16,891
Divorced
4
PhD
Unemployed
39.142223
Rural
Comprehensive
null
5
494
7
2021-04-01 15:21:39.237118
Average
Yes
Rarely
House
1,057
1,178,878
59
Female
5,550
Single
4
High School
null
27.946207
Suburban
Premium
null
18
576
7
2020-04-19 15:21:39.134960
Poor
Yes
Daily
Apartment
1,431
1,178,879
24
Male
28,862
Single
2
PhD
null
48.9171
Urban
Basic
1
10
809
5
2022-12-25 15:21:39.247098
Poor
Yes
Monthly
House
596
1,178,880
56
Female
30,382
Married
3
Bachelor's
Unemployed
14.590954
Rural
Premium
0
9
446
1
2022-01-17 15:21:39.194829
Poor
Yes
Daily
Condo
1,176
1,178,881
24
Male
18,644
Single
2
PhD
Unemployed
4.790156
Suburban
Comprehensive
2
19
null
5
2023-03-29 15:21:39.187211
Average
Yes
Rarely
Condo
27
1,178,882
25
Female
44,257
Married
1
Bachelor's
null
16.478917
Urban
Comprehensive
4
15
660
9
2024-08-08 15:21:39.148733
Poor
No
Rarely
Condo
565
1,178,883
29
Male
20,479
Married
0
PhD
Self-Employed
15.817161
Urban
Basic
0
4
687
2
2021-06-16 15:21:39.155231
Average
No
Rarely
Apartment
710
1,178,884
32
Female
123,432
Married
0
Master's
Unemployed
25.267585
Rural
Basic
null
17
745
6
2022-07-23 15:21:39.155231
Good
Yes
Monthly
Condo
44
1,178,885
40
Female
41,988
Single
1
Master's
null
14.222433
Urban
Comprehensive
0
14
638
1
2020-07-29 15:21:39.185215
Good
Yes
Weekly
Apartment
46
1,178,886
29
Male
9,077
null
0
Bachelor's
Self-Employed
15.964694
Suburban
Basic
0
19
591
1
2019-12-05 15:21:39.105504
Good
No
Daily
House
871
1,178,887
33
Male
10,173
Divorced
3
Bachelor's
Self-Employed
21.098353
Urban
Basic
1
3
474
5
2020-02-16 15:21:39.237118
Poor
Yes
Rarely
Condo
1,734
1,178,888
61
Female
25,504
Married
3
Bachelor's
Self-Employed
18.946169
Suburban
Premium
1
16
618
5
2022-05-13 15:21:39.209847
Poor
No
Daily
Apartment
1,653
1,178,889
20
Male
518
Divorced
1
Master's
Unemployed
50.764669
Suburban
Comprehensive
3
9
718
5
2023-07-21 15:21:39.282785
Average
No
Weekly
Condo
816
1,178,890
22
Male
109,711
Single
0
High School
Unemployed
6.806428
Suburban
Basic
0
10
313
1
2022-03-09 15:21:39.155231
Poor
Yes
Weekly
House
277
1,178,891
59
Female
29,606
Single
4
Master's
Self-Employed
4.289881
Suburban
Comprehensive
null
12
626
9
2021-02-19 15:21:39.264504
Poor
Yes
Daily
Condo
1,558
1,178,892
41
Male
29,091
Divorced
4
Master's
null
49.141692
Suburban
Comprehensive
1
13
579
8
2019-12-06 15:21:39.134960
Average
Yes
Daily
House
1,317
1,178,893
24
Male
15,253
Divorced
3
PhD
Employed
50.141948
Suburban
Premium
2
5
507
3
2021-10-17 15:21:39.155231
Average
Yes
Rarely
Apartment
1,791
1,178,894
55
Male
135,992
Divorced
1
Bachelor's
Self-Employed
24.923799
Rural
Basic
2
5
705
9
2020-01-30 15:21:39.237118
Good
No
Monthly
Condo
199
1,178,895
null
Female
11,982
Single
3
Master's
Self-Employed
30.454523
Urban
Comprehensive
null
9
679
9
2022-01-09 15:21:39.231531
Poor
Yes
Rarely
Apartment
2,596
1,178,896
47
Female
844
Married
3
Master's
null
44.896841
Suburban
Premium
1
16
null
6
2022-11-19 15:21:39.281787
Average
Yes
Weekly
Apartment
49
1,178,897
42
Female
25,791
Single
1
PhD
null
24.936454
Urban
Comprehensive
0
7
509
7
2022-06-20 15:21:39.285112
Poor
Yes
Weekly
Apartment
1,203
1,178,898
61
Female
16,864
Divorced
2
PhD
Self-Employed
9.828406
Suburban
Basic
null
8
null
5
2019-09-08 15:21:39.097737
null
Yes
Rarely
House
714
1,178,899
21
Male
12,081
Married
null
Bachelor's
null
32.137901
Urban
Comprehensive
null
10
759
5
2019-10-26 15:21:39.086123
Poor
Yes
Daily
Condo
1,140