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
1,171,900
55
Male
81
Married
4
PhD
null
27.929402
Urban
Basic
null
14
732
3
2021-07-18 15:21:39.146733
Good
No
Daily
House
81
1,171,901
40
Female
83,585
Single
0
Master's
Self-Employed
7.239968
Urban
Premium
0
0
645
8
2019-10-17 15:21:39.247098
Average
Yes
Monthly
Apartment
2,446
1,171,902
40
Male
29,960
Single
1
High School
Self-Employed
28.592774
Rural
Premium
1
9
814
9
2022-02-02 15:21:39.233998
Average
No
Rarely
Apartment
812
1,171,903
64
Male
3,893
Divorced
2
High School
Self-Employed
7.878274
Urban
Comprehensive
1
6
688
2
2021-01-06 15:21:39.111551
Poor
No
Rarely
House
2,076
1,171,904
50
Male
9,058
Single
2
PhD
Self-Employed
23.076414
Suburban
Basic
1
6
517
9
2021-07-27 15:21:39.274993
Average
No
Weekly
Condo
726
1,171,905
48
Male
null
Divorced
0
Bachelor's
Self-Employed
42.453601
Suburban
Premium
null
18
437
2
2019-08-19 15:21:39.263607
Poor
No
Rarely
House
985
1,171,906
42
Female
34,247
Married
2
High School
null
19.812205
Urban
Premium
0
5
744
6
2021-10-24 15:21:39.204790
Poor
No
Weekly
House
1,090
1,171,907
18
Male
54,938
Married
2
Bachelor's
null
21.891084
Rural
Premium
0
17
null
3
2019-10-24 15:21:39.250151
Average
No
Monthly
House
3,678
1,171,908
32
Male
29,894
Married
1
Master's
null
23.974652
Rural
Comprehensive
null
1
573
1
2022-09-21 15:21:39.134960
Poor
Yes
Daily
Apartment
552
1,171,909
null
Female
18,078
Married
0
PhD
null
28.773882
Suburban
Comprehensive
0
13
745
8
2024-03-08 15:21:39.261856
Average
No
Weekly
Condo
2,611
1,171,910
54
Female
4,747
Single
null
High School
Unemployed
9.95202
Suburban
Premium
2
19
461
8
2022-02-21 15:21:39.247098
Good
No
Monthly
Apartment
929
1,171,911
35
Female
43,789
Single
3
PhD
Employed
25.268731
Suburban
Comprehensive
null
16
438
3
2020-07-25 15:21:39.108562
Poor
No
Monthly
Apartment
1,541
1,171,912
47
Female
40,657
Married
0
Master's
Unemployed
25.124944
Urban
Basic
null
18
569
4
2023-07-17 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,312
1,171,913
27
Male
18,236
Divorced
null
Bachelor's
Employed
29.354574
Suburban
Basic
1
4
null
2
2020-05-27 15:21:39.259788
null
Yes
Rarely
Condo
2,271
1,171,914
44
Female
29,095
Single
3
Master's
null
30.076957
Urban
Premium
null
10
null
8
2020-11-24 15:21:39.260856
Poor
No
Weekly
Apartment
2,373
1,171,915
56
Male
15,509
Divorced
0
Bachelor's
null
37.857387
Urban
Premium
null
7
602
6
2021-03-19 15:21:39.213373
Average
No
Daily
Apartment
898
1,171,916
45
Female
26,666
Divorced
0
Master's
Unemployed
8.020839
Suburban
Premium
null
15
695
9
2021-07-28 15:21:39.155231
Poor
No
Monthly
House
944
1,171,917
37
Male
17,663
Married
0
Bachelor's
Self-Employed
44.822305
Urban
Premium
null
14
843
8
2021-05-29 15:21:39.134960
Good
No
Daily
Condo
1,338
1,171,918
56
Male
43,716
Married
1
High School
Employed
32.143006
Urban
Basic
0
9
525
9
2022-09-24 15:21:39.185215
Good
No
Rarely
Condo
2,448
1,171,919
63
Male
18,644
Married
1
High School
Unemployed
46.641559
Suburban
Basic
3
14
398
9
2020-03-21 15:21:39.134960
Good
No
Monthly
Condo
1,267
1,171,920
37
Male
28,339
Married
0
Master's
Self-Employed
29.738925
Suburban
Premium
null
3
null
1
2023-12-02 15:21:39.231531
Poor
Yes
Rarely
Apartment
208
1,171,921
26
Female
1,138
Single
1
Master's
null
16.818862
Urban
Premium
0
14
462
1
2020-09-30 15:21:39.155231
Good
No
Daily
Condo
3,382
1,171,922
23
Female
14,991
Divorced
4
Master's
Self-Employed
17.846166
Suburban
Comprehensive
null
14
665
6
2020-09-10 15:21:39.134960
Good
No
Monthly
House
1,592
1,171,923
62
Female
179
Single
4
Master's
Employed
30.121816
Urban
Premium
1
8
461
9
2024-06-03 15:21:39.246098
Average
No
Monthly
Apartment
176
1,171,924
26
Male
95,836
Single
1
High School
null
46.128849
Urban
Premium
0
5
699
5
2022-11-21 15:21:39.177724
Poor
No
Weekly
Apartment
362
1,171,925
26
Male
30,377
Divorced
3
Bachelor's
Self-Employed
46.868772
Rural
Premium
1
16
null
9
2021-12-11 15:21:39.167099
Poor
No
Rarely
House
34
1,171,926
63
Male
9,072
Single
3
PhD
Employed
22.796514
Urban
Basic
0
9
684
2
2021-07-15 15:21:39.134960
Good
Yes
Weekly
Condo
1,325
1,171,927
57
Female
23,998
Single
0
High School
Unemployed
19.122957
Urban
Premium
0
6
773
5
2023-10-31 15:21:39.134960
Average
Yes
Rarely
Condo
1,795
1,171,928
38
Female
9,051
Divorced
null
PhD
Self-Employed
27.412898
Urban
Premium
1
5
607
7
2023-03-02 15:21:39.134960
Good
Yes
Weekly
Condo
462
1,171,929
63
Female
51,317
Divorced
4
High School
null
null
Rural
Comprehensive
1
3
446
5
2021-08-09 15:21:39.274993
Average
No
Monthly
House
803
1,171,930
46
Female
40,252
Single
3
PhD
Self-Employed
11.895378
Suburban
Comprehensive
0
2
595
5
2022-12-21 15:21:39.193945
Poor
No
Weekly
Apartment
1,056
1,171,931
32
Female
25,573
Married
2
Bachelor's
null
7.819759
Suburban
Premium
2
18
556
7
2021-11-16 15:21:39.237118
Good
No
Monthly
Condo
95
1,171,932
56
Female
42,673
Single
4
PhD
Self-Employed
4.5898
Urban
Comprehensive
0
2
677
9
2024-05-25 15:21:39.155231
Poor
No
Rarely
House
1,103
1,171,933
48
Male
56,926
Single
1
Bachelor's
Self-Employed
28.247558
Urban
Comprehensive
null
4
552
1
2022-01-29 15:21:39.134960
Average
Yes
Weekly
Condo
227
1,171,934
41
Male
26,950
Divorced
2
Master's
Self-Employed
null
Suburban
Basic
null
12
682
8
2021-11-08 15:21:39.097737
Poor
Yes
Weekly
Condo
553
1,171,935
44
Male
33,478
Married
3
Bachelor's
Employed
33.878279
Urban
Premium
0
0
779
7
2021-09-23 15:21:39.155231
Good
No
Daily
Condo
3,744
1,171,936
35
Female
15,456
Single
0
PhD
Unemployed
9.16855
Suburban
Basic
0
14
783
6
2020-02-16 15:21:39.134960
Poor
No
Weekly
House
1,375
1,171,937
47
Male
82,538
Married
0
Master's
Employed
47.160537
Suburban
Premium
0
19
462
1
2019-10-09 15:21:39.155231
Good
Yes
Weekly
Apartment
2,760
1,171,938
59
Female
47,875
Single
0
High School
Self-Employed
40.888928
Rural
Basic
2
12
null
1
2020-08-05 15:21:39.147735
Good
No
Daily
Condo
27
1,171,939
18
Female
45,348
Married
1
PhD
Unemployed
24.564349
Urban
Basic
1
7
612
9
2022-02-11 15:21:39.111551
Average
No
Monthly
Condo
447
1,171,940
55
Female
3,412
Married
3
Bachelor's
Employed
13.771323
Suburban
Basic
3
17
null
1
2020-02-21 15:21:39.125660
Average
Yes
Weekly
House
1,625
1,171,941
36
Male
51,183
Divorced
1
High School
Employed
19.697784
Suburban
Premium
2
10
531
3
2021-02-09 15:21:39.134960
Good
Yes
Daily
House
29
1,171,942
31
Male
21,684
Single
2
PhD
Self-Employed
49.306504
Suburban
Premium
1
0
743
8
2023-09-21 15:21:39.243673
Poor
No
Rarely
Apartment
1,169
1,171,943
50
Male
54,909
Divorced
1
PhD
null
20.880019
Rural
Comprehensive
0
2
749
4
2023-07-24 15:21:39.264504
Good
Yes
Weekly
Condo
265
1,171,944
23
Male
6,820
Divorced
4
High School
Self-Employed
20.702544
Suburban
Premium
2
5
797
4
2023-06-01 15:21:39.122134
Good
Yes
Monthly
Condo
1,144
1,171,945
54
Male
20,329
Single
4
Bachelor's
null
34.734758
Urban
Basic
null
18
607
8
2022-10-11 15:21:39.144722
Good
No
Rarely
House
118
1,171,946
58
Male
2,979
Single
4
Bachelor's
null
45.977489
Urban
Basic
2
14
678
6
2020-08-03 15:21:39.244069
Good
No
Monthly
Apartment
628
1,171,947
22
Male
39,259
Single
2
Master's
null
31.951031
Rural
Comprehensive
3
8
727
9
2022-06-21 15:21:39.202448
Average
No
Daily
Condo
1,056
1,171,948
31
Female
45,943
Divorced
2
PhD
null
32.7193
Rural
Premium
1
5
490
8
2021-05-27 15:21:39.092127
Good
No
Daily
House
2,268
1,171,949
53
Male
5,542
Single
0
High School
Employed
42.082489
Urban
Premium
2
13
576
1
2019-12-07 15:21:39.155231
Average
Yes
Rarely
Apartment
931
1,171,950
46
Female
89,499
Married
4
Master's
null
38.305225
Suburban
Basic
null
7
null
6
2020-11-12 15:21:39.079128
Good
No
Rarely
Condo
165
1,171,951
18
Female
35,912
Married
4
PhD
null
16.471226
Suburban
Basic
1
7
null
3
2023-03-05 15:21:39.211806
Average
Yes
Daily
Condo
677
1,171,952
22
Female
39,267
Single
null
High School
Unemployed
28.904125
Urban
Premium
0
10
null
8
2024-05-21 15:21:39.084065
Poor
Yes
Daily
Apartment
1,236
1,171,953
21
Female
5,538
Married
1
Master's
null
25.819095
Rural
Basic
1
9
null
3
2023-03-30 15:21:39.143708
null
No
Monthly
House
1,415
1,171,954
58
Male
3,424
Married
3
Bachelor's
null
28.680018
Suburban
Premium
null
9
439
5
2020-12-19 15:21:39.134960
Poor
No
Weekly
Apartment
1,314
1,171,955
59
Female
2,943
Divorced
0
Bachelor's
Employed
19.504486
Suburban
Comprehensive
null
11
331
6
2024-06-25 15:21:39.237118
Good
Yes
Monthly
Apartment
650
1,171,956
34
Male
28,629
Divorced
3
PhD
Employed
23.862692
Rural
Comprehensive
null
3
729
6
2024-07-20 15:21:39.189223
Poor
Yes
Rarely
Apartment
438
1,171,957
49
Male
61,362
Single
3
High School
Self-Employed
43.037606
Rural
Premium
2
7
765
4
2020-04-30 15:21:39.236064
Good
No
Weekly
Condo
2,771
1,171,958
44
Female
32,325
Single
0
Bachelor's
Unemployed
25.947223
Rural
Comprehensive
null
9
713
3
2021-10-28 15:21:39.155231
Poor
No
Daily
Condo
2,151
1,171,959
39
Female
21,868
Single
2
Bachelor's
Unemployed
8.794544
Urban
Premium
null
1
614
7
2021-07-25 15:21:39.095696
Average
No
Daily
Apartment
1,044
1,171,960
19
Male
8,922
Married
4
PhD
null
53.410017
Rural
Comprehensive
2
5
558
4
2020-03-19 15:21:39.094752
Good
No
Weekly
Apartment
2,619
1,171,961
22
Male
14,010
Divorced
3
Master's
Unemployed
27.175324
Rural
Comprehensive
0
0
739
4
2024-08-05 15:21:39.089116
Poor
Yes
Rarely
House
806
1,171,962
58
Female
35,754
Married
0
High School
null
42.120898
Suburban
Basic
1
19
null
6
2021-01-19 15:21:39.216387
Good
No
Monthly
Condo
4,054
1,171,963
62
Male
131,208
Married
3
High School
null
22.371676
Suburban
Comprehensive
1
11
788
3
2020-02-09 15:21:39.146733
Average
Yes
Weekly
Condo
232
1,171,964
60
Male
8,552
Single
4
PhD
Self-Employed
37.418937
Rural
Comprehensive
null
3
481
9
2022-04-15 15:21:39.237118
Average
Yes
Daily
House
1,335
1,171,965
56
Male
3,431
Divorced
2
PhD
Unemployed
36.78334
Suburban
Basic
null
13
758
9
2023-02-02 15:21:39.131192
Good
No
Monthly
Condo
2,516
1,171,966
35
Male
17,287
Single
null
Bachelor's
Employed
14.39875
Suburban
Comprehensive
1
7
null
3
2019-10-08 15:21:39.207847
Good
Yes
Monthly
House
1,012
1,171,967
54
Male
16,011
Married
2
Bachelor's
Self-Employed
14.912356
Rural
Premium
null
12
685
4
2022-06-19 15:21:39.085129
Poor
Yes
Daily
Apartment
3,162
1,171,968
46
Female
45,987
Married
1
Bachelor's
Employed
43.73483
Urban
Comprehensive
1
6
693
4
2021-02-06 15:21:39.120168
Good
No
Daily
Apartment
1,311
1,171,969
21
Female
25,891
Single
2
High School
null
14.660834
Urban
Premium
3
7
709
3
2021-11-01 15:21:39.224915
Poor
Yes
Daily
House
3,347
1,171,970
59
Male
104,490
Married
3
High School
null
15.939576
Suburban
Basic
2
18
null
6
2022-09-05 15:21:39.126661
Average
No
Monthly
Apartment
227
1,171,971
52
Male
7,881
Divorced
3
Master's
Unemployed
14.527582
Suburban
Basic
0
13
710
2
2022-02-13 15:21:39.190215
Good
Yes
Daily
House
479
1,171,972
60
Female
8,894
Single
4
High School
Self-Employed
null
Rural
Comprehensive
null
8
607
1
2023-07-31 15:21:39.146733
Good
No
Daily
Condo
1,225
1,171,973
46
Female
39,752
Married
0
PhD
null
35.671035
Suburban
Comprehensive
2
16
572
6
2024-07-20 15:21:39.102694
Poor
No
Daily
Apartment
1,773
1,171,974
38
Female
43,633
Divorced
2
PhD
Unemployed
39.133814
Suburban
Premium
null
12
null
9
2024-03-04 15:21:39.263607
Average
Yes
Daily
House
78
1,171,975
23
Male
null
Married
1
PhD
Unemployed
41.551636
Suburban
Comprehensive
1
3
812
3
2021-03-31 15:21:39.229482
Average
No
Weekly
Apartment
262
1,171,976
36
Male
20,873
Divorced
3
Bachelor's
Self-Employed
21.666075
Suburban
Comprehensive
1
17
352
3
2022-01-29 15:21:39.206847
Average
Yes
Rarely
House
799
1,171,977
54
Female
43,832
Single
0
High School
Self-Employed
30.051974
Rural
Basic
2
17
446
1
2024-04-08 15:21:39.237118
Good
No
Daily
Condo
1,529
1,171,978
20
Male
3,075
Married
4
PhD
Unemployed
17.699035
Suburban
Premium
3
19
424
1
2022-04-14 15:21:39.286113
Average
Yes
Weekly
House
736
1,171,979
44
Female
15,776
Divorced
4
Bachelor's
Unemployed
null
Rural
Premium
null
3
821
4
2020-11-21 15:21:39.093681
Poor
No
Weekly
House
1,326
1,171,980
63
Male
264
Married
null
Master's
null
19.696626
Urban
Basic
2
0
null
1
2024-01-18 15:21:39.251142
Average
Yes
Daily
Condo
2,381
1,171,981
42
Female
89,831
Married
3
High School
Employed
16.944223
Suburban
Basic
null
15
479
3
2019-11-02 15:21:39.104139
Poor
No
Monthly
Apartment
27
1,171,982
64
Male
17,900
Single
3
PhD
Unemployed
null
Suburban
Premium
1
16
482
2
2021-01-03 15:21:39.079128
Good
No
Rarely
House
2,812
1,171,983
34
Female
4,639
Divorced
1
PhD
null
20.711709
Rural
Basic
0
9
490
9
2022-11-07 15:21:39.206847
Poor
No
Monthly
House
729
1,171,984
33
Female
807
Single
1
Bachelor's
Self-Employed
20.749791
Rural
Premium
3
11
678
1
2022-01-15 15:21:39.270454
Poor
Yes
Daily
Apartment
943
1,171,985
37
Female
96,424
Divorced
4
Master's
Unemployed
16.717675
Rural
Comprehensive
null
17
831
2
2023-07-09 15:21:39.134960
Poor
Yes
Weekly
Apartment
274
1,171,986
60
Female
5,814
Divorced
null
Master's
null
27.066786
Suburban
Premium
0
4
503
6
2023-08-30 15:21:39.233998
Poor
Yes
Weekly
Apartment
111
1,171,987
25
Female
10,176
Married
3
Master's
null
28.867485
Suburban
Basic
2
6
614
7
2020-02-28 15:21:39.209847
Poor
Yes
Daily
House
1,302
1,171,988
50
Male
null
Divorced
2
High School
Unemployed
16.149626
Suburban
Comprehensive
0
13
473
4
2024-06-17 15:21:39.122134
Average
Yes
Monthly
Condo
251
1,171,989
64
Female
57,559
Married
0
PhD
null
26.837362
Rural
Basic
2
0
437
8
2022-10-27 15:21:39.208842
Average
No
Daily
Apartment
1,224
1,171,990
33
Female
605
Divorced
1
Master's
Self-Employed
43.14977
Suburban
Premium
null
19
391
1
2021-05-06 15:21:39.150730
Poor
Yes
Rarely
House
831
1,171,991
31
Female
131,337
Single
2
PhD
null
19.509614
Urban
Comprehensive
2
6
653
3
2024-05-19 15:21:39.185215
Good
No
Weekly
House
38
1,171,992
42
Female
5,820
Single
2
Master's
Employed
13.66266
Urban
Comprehensive
null
18
718
5
2020-03-22 15:21:39.254678
Average
Yes
Daily
House
477
1,171,993
61
Female
28,503
Divorced
4
Master's
Self-Employed
18.773229
Urban
Basic
null
1
517
5
2023-05-19 15:21:39.254678
Average
No
Daily
House
566
1,171,994
32
Male
116,027
Single
1
High School
Employed
37.957916
Urban
Premium
0
18
395
9
2022-01-02 15:21:39.281787
Average
Yes
Weekly
House
1,162
1,171,995
37
Male
56,511
Divorced
2
Bachelor's
Employed
44.229536
Suburban
Basic
3
10
472
5
2022-11-03 15:21:39.185215
Average
Yes
Weekly
Apartment
671
1,171,996
46
Male
5,230
Married
0
PhD
Employed
15.356699
Suburban
Comprehensive
0
13
521
2
2023-05-03 15:21:39.165120
Good
No
Monthly
Apartment
409
1,171,997
50
Male
33,262
Married
0
PhD
Self-Employed
24.052657
Suburban
Basic
null
5
658
8
2024-04-18 15:21:39.155231
Average
No
Rarely
House
3,040
1,171,998
21
Male
3,537
Married
1
Master's
null
22.405962
Urban
Basic
0
6
462
1
2022-07-25 15:21:39.091080
Poor
No
Weekly
Condo
1,053
1,171,999
58
Female
17,082
Single
0
Bachelor's
Employed
14.086637
Suburban
Premium
1
4
492
7
2022-12-20 15:21:39.183598
Average
Yes
Monthly
House
1,342