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
19,800
22
Male
6,897
Divorced
0
PhD
Employed
33.836629
Suburban
Basic
1
15
451
7
2024-05-31 15:21:39.134960
Good
Yes
Rarely
House
798
19,801
64
Female
33,768
Divorced
2
Master's
null
48.927234
Urban
Premium
1
15
743
2
2021-03-09 15:21:39.110557
Average
No
Daily
Apartment
1,209
19,802
23
Female
38,152
Single
3
High School
Unemployed
13.827143
Suburban
Basic
0
2
544
2
2020-12-18 15:21:39.096739
Average
No
Rarely
Apartment
1,359
19,803
26
Male
8,984
Single
2
PhD
Unemployed
null
Suburban
Comprehensive
null
2
705
6
2023-07-21 15:21:39.155231
Poor
No
Rarely
Condo
856
19,804
21
Female
4,419
Single
2
Bachelor's
Self-Employed
17.339853
Urban
Basic
3
16
439
2
2022-10-31 15:21:39.194829
Poor
Yes
Daily
House
33
19,805
39
Male
6,042
Divorced
2
Bachelor's
null
8.56052
Suburban
Premium
1
19
652
6
2020-05-19 15:21:39.087123
Average
No
Monthly
House
1,281
19,806
38
Male
86,200
Single
2
PhD
Employed
30.664927
Urban
Comprehensive
2
8
625
2
2023-04-08 15:21:39.134960
Good
No
Rarely
Apartment
392
19,807
45
Female
29,502
Divorced
2
High School
Self-Employed
38.092501
Suburban
Premium
null
10
724
1
2020-07-24 15:21:39.092127
Poor
Yes
Weekly
Apartment
22
19,808
24
Male
6,942
Single
0
High School
Employed
40.742165
Suburban
Basic
2
5
515
7
2020-07-19 15:21:39.289099
Good
No
Daily
House
795
19,809
62
Female
16,213
Married
0
Bachelor's
Employed
36.823914
Rural
Basic
null
15
null
2
2020-02-29 15:21:39.176717
Average
Yes
Monthly
Apartment
161
19,810
60
Male
2,077
Single
0
Bachelor's
Self-Employed
27.939702
Rural
Basic
0
5
826
5
2023-12-14 15:21:39.237118
Poor
Yes
Rarely
House
3,736
19,811
19
Female
69,626
Married
2
Bachelor's
null
51.898842
Urban
Premium
1
13
826
4
2022-10-27 15:21:39.194829
Average
Yes
Monthly
House
775
19,812
36
Male
41,923
Single
3
Master's
Employed
30.043982
Rural
Premium
null
6
null
6
2020-05-25 15:21:39.259788
Poor
Yes
Weekly
House
2,489
19,813
40
Female
40,593
Divorced
3
High School
Unemployed
3.914534
Urban
Comprehensive
1
19
638
6
2022-11-09 15:21:39.134960
Poor
Yes
Weekly
Condo
1,533
19,814
19
Female
148,032
Single
4
Master's
Employed
8.498026
Urban
Comprehensive
2
14
515
5
2022-04-03 15:21:39.251142
Average
Yes
Daily
Apartment
2,694
19,815
45
Female
null
Single
0
Master's
Unemployed
33.090908
Rural
Basic
1
5
372
8
2021-02-01 15:21:39.119168
Poor
Yes
Daily
Condo
473
19,816
35
Male
29,861
Single
3
Master's
Employed
22.141173
Suburban
Premium
3
4
497
6
2022-12-08 15:21:39.192212
Poor
No
Daily
Apartment
542
19,817
62
Male
3,849
Married
null
Master's
Self-Employed
22.534785
Suburban
Comprehensive
2
14
449
3
2021-06-15 15:21:39.134960
Poor
Yes
Rarely
Condo
1,221
19,818
26
Male
30,644
Divorced
4
High School
Unemployed
41.080115
Urban
Premium
2
10
566
3
2024-08-15 15:21:39.155231
Good
No
Weekly
Apartment
1,251
19,819
24
Female
4,465
Divorced
0
High School
null
27.958504
Rural
Basic
null
8
612
8
2021-10-18 15:21:39.134960
Good
No
Monthly
Apartment
2,879
19,820
41
Female
23,887
Married
2
High School
null
4.913392
Rural
Premium
1
8
null
1
2023-12-25 15:21:39.134960
Poor
No
Daily
Apartment
966
19,821
51
Female
45,018
Divorced
1
PhD
Self-Employed
41.677545
Rural
Basic
null
0
589
9
2023-10-17 15:21:39.123711
Good
Yes
Rarely
Condo
1,029
19,822
47
Female
19,357
Married
1
High School
Unemployed
25.739053
Urban
Premium
null
5
846
9
2020-05-17 15:21:39.183598
Average
No
Daily
Condo
612
19,823
39
Male
8,818
Married
2
Bachelor's
null
17.472277
Suburban
Premium
2
14
845
6
2019-09-07 15:21:39.185215
Poor
Yes
Monthly
Apartment
1,036
19,824
41
Female
55,874
Married
1
Bachelor's
Employed
null
Urban
Basic
2
3
764
5
2024-03-02 15:21:39.263607
Average
Yes
Daily
House
668
19,825
58
Female
29,348
Married
0
Master's
Self-Employed
35.474996
Urban
Basic
2
12
848
8
2023-10-14 15:21:39.219432
Poor
No
Weekly
Apartment
1,077
19,826
40
Male
11,597
Divorced
1
PhD
Employed
31.074028
Urban
Basic
null
6
729
1
2023-06-03 15:21:39.100695
Average
Yes
Weekly
House
1,011
19,827
36
Male
37,236
Single
0
Master's
Employed
3.868232
Rural
Comprehensive
1
4
591
2
2022-04-25 15:21:39.171102
Poor
Yes
Monthly
Condo
1,008
19,828
34
Female
24,235
Single
4
Bachelor's
Unemployed
6.67668
Suburban
Comprehensive
null
18
360
7
2020-07-22 15:21:39.155231
Good
No
Weekly
House
781
19,829
49
Female
25,892
Divorced
2
High School
Employed
30.471429
Suburban
Basic
0
18
544
8
2022-04-21 15:21:39.088124
Poor
Yes
Monthly
House
3,579
19,830
55
Female
22,652
Divorced
3
Master's
null
32.459853
Rural
Premium
2
9
411
8
2023-01-24 15:21:39.155231
Poor
Yes
Daily
Condo
1,069
19,831
39
Male
44,772
Divorced
3
High School
Employed
6.265563
Urban
Comprehensive
1
12
762
9
2022-12-23 15:21:39.237118
Average
No
Weekly
House
1,620
19,832
38
Female
43,475
Divorced
null
Bachelor's
Employed
14.18659
Rural
Basic
3
12
449
8
2022-02-23 15:21:39.171102
Good
No
Rarely
Condo
2,453
19,833
60
Male
29,061
Married
0
Master's
null
37.750019
Rural
Comprehensive
null
15
587
2
2021-04-30 15:21:39.146733
Average
Yes
Daily
Apartment
2,559
19,834
25
Male
15,540
Divorced
3
Bachelor's
Self-Employed
21.504708
Rural
Premium
2
3
768
2
2020-06-10 15:21:39.103737
Good
No
Monthly
Apartment
224
19,835
58
Female
9,099
Married
2
PhD
Self-Employed
3.971626
Suburban
Basic
2
9
590
2
2022-11-15 15:21:39.167099
Average
Yes
Weekly
Condo
906
19,836
64
Male
3,065
Married
0
Master's
Self-Employed
28.281888
Rural
Basic
0
11
466
6
2024-08-09 15:21:39.155231
Average
No
Monthly
Apartment
1,176
19,837
29
Female
425
Divorced
null
Master's
Unemployed
25.737649
Rural
Premium
null
0
696
9
2020-02-29 15:21:39.208842
Average
No
Monthly
Apartment
2,136
19,838
20
Male
45,612
Married
4
High School
null
5.551212
Suburban
Comprehensive
1
9
629
9
2022-01-24 15:21:39.199447
Poor
No
Rarely
Apartment
618
19,839
54
Male
28,658
Married
4
High School
Unemployed
11.008421
Rural
Basic
1
3
538
4
2020-02-03 15:21:39.206847
Poor
No
Rarely
Condo
832
19,840
56
Male
4,263
Single
0
PhD
Self-Employed
31.964197
Urban
Basic
0
9
478
3
2020-02-17 15:21:39.128286
Good
Yes
Daily
Apartment
3,262
19,841
48
Female
1,310
Single
4
PhD
Employed
29.540959
Urban
Premium
1
10
804
4
2023-10-31 15:21:39.134960
Average
Yes
Monthly
Apartment
2,134
19,842
44
Male
43,150
Divorced
1
High School
Self-Employed
30.023514
Urban
Basic
2
14
438
4
2021-07-25 15:21:39.116179
Average
No
Daily
Apartment
1,819
19,843
47
Male
29,892
Divorced
1
PhD
null
29.849298
Suburban
Comprehensive
1
6
null
6
2023-02-22 15:21:39.283783
Good
Yes
Weekly
Apartment
997
19,844
44
Female
5,513
Single
3
Bachelor's
Unemployed
29.51573
Urban
Comprehensive
0
12
482
8
2021-11-02 15:21:39.155231
Good
Yes
Rarely
Apartment
803
19,845
29
Male
28,748
Married
3
Master's
Employed
20.415214
Suburban
Comprehensive
0
5
695
6
2023-06-22 15:21:39.166062
Average
Yes
Monthly
Condo
1,079
19,846
37
Male
null
Divorced
1
Bachelor's
Unemployed
38.663902
Rural
Premium
null
7
null
3
2024-03-21 15:21:39.132191
Good
No
Daily
House
364
19,847
40
Female
18,671
Married
2
Master's
Employed
31.717807
Urban
Premium
1
16
null
1
2022-02-19 15:21:39.283783
Average
Yes
Rarely
Apartment
697
19,848
56
Male
30,374
Married
1
PhD
Unemployed
31.89538
Suburban
Basic
null
15
723
1
2023-07-30 15:21:39.206847
null
Yes
Weekly
Condo
922
19,849
42
Male
29,917
Married
1
High School
Employed
36.684016
Rural
Basic
0
2
625
2
2020-12-18 15:21:39.266452
Average
Yes
Daily
Apartment
512
19,850
46
Male
9,062
Divorced
0
High School
null
31.713813
Urban
Basic
1
14
517
9
2019-12-16 15:21:39.274993
Good
No
Daily
House
1,068
19,851
37
Male
5,071
Single
1
Master's
Self-Employed
4.846502
Urban
Comprehensive
0
2
null
2
2019-10-06 15:21:39.193769
Poor
No
Daily
Apartment
908
19,852
46
Male
48,638
Divorced
2
Bachelor's
Unemployed
24.84846
Rural
Basic
0
17
380
6
2022-10-06 15:21:39.237118
Good
No
Rarely
House
748
19,853
27
Female
22,886
Divorced
2
Bachelor's
null
29.174226
Suburban
Basic
0
19
622
3
2020-05-31 15:21:39.261856
Average
No
Daily
House
1,030
19,854
34
Female
10,027
Divorced
1
Bachelor's
Self-Employed
30.284517
Rural
Premium
0
0
820
5
2019-11-05 15:21:39.254678
Average
Yes
Rarely
Apartment
437
19,855
25
Male
6,725
Divorced
2
High School
Self-Employed
51.80808
Urban
Comprehensive
2
15
388
7
2022-04-30 15:21:39.186212
null
No
Weekly
Apartment
612
19,856
39
Female
15,444
Divorced
4
High School
Employed
21.266882
Rural
Basic
1
11
null
4
2023-08-25 15:21:39.258696
Poor
Yes
Rarely
Apartment
1,099
19,857
60
Male
38,193
Single
0
High School
Self-Employed
30.389618
Suburban
Basic
null
3
705
8
2019-08-25 15:21:39.115178
Average
No
Daily
Apartment
567
19,858
36
Female
3,924
Single
4
Master's
Self-Employed
50.928664
Suburban
Comprehensive
0
7
450
8
2021-12-08 15:21:39.097737
Poor
No
Daily
Apartment
748
19,859
20
Female
62,767
Married
3
PhD
Unemployed
25.146893
Suburban
Premium
null
11
748
4
2022-09-23 15:21:39.094752
Good
No
Rarely
Condo
131
19,860
32
Female
49,634
Single
0
PhD
null
18.50238
Suburban
Basic
null
17
381
5
2023-01-22 15:21:39.221386
Average
Yes
Monthly
Apartment
1,390
19,861
44
Male
138,799
Married
3
PhD
null
34.191493
Suburban
Comprehensive
2
16
678
1
2021-01-22 15:21:39.188220
Poor
Yes
Monthly
Condo
2,154
19,862
46
Female
45,426
Single
3
Bachelor's
Unemployed
41.827794
Urban
Basic
1
7
730
2
2022-05-30 15:21:39.111551
Poor
No
Rarely
House
1,238
19,863
51
Male
36,353
Married
0
PhD
Unemployed
20.828009
Suburban
Basic
0
13
null
1
2019-08-30 15:21:39.265513
Average
No
Daily
Apartment
294
19,864
25
Female
26,344
Divorced
1
Bachelor's
null
43.26521
Urban
Comprehensive
1
8
801
5
2021-04-24 15:21:39.155231
Good
No
Rarely
House
1,603
19,865
48
Male
48,428
Married
4
Master's
Self-Employed
null
Rural
Comprehensive
3
0
644
9
2022-07-03 15:21:39.134960
Average
Yes
Daily
Apartment
1,167
19,866
53
Male
9,100
Married
2
Bachelor's
Unemployed
31.164821
Rural
Premium
2
13
847
9
2024-01-10 15:21:39.134960
Average
Yes
Daily
House
681
19,867
34
Male
139,800
Married
1
Bachelor's
Self-Employed
43.995629
Rural
Comprehensive
null
15
361
7
2022-12-07 15:21:39.155231
Poor
Yes
Rarely
Condo
964
19,868
55
Female
69,211
Married
null
Master's
Self-Employed
9.488755
Rural
Comprehensive
null
1
659
2
2019-09-24 15:21:39.132191
Poor
No
Rarely
House
2,066
19,869
24
Female
26,360
Married
3
Bachelor's
Employed
38.581739
Rural
Comprehensive
null
12
314
7
2022-07-30 15:21:39.279729
Good
Yes
Monthly
Apartment
2,309
19,870
23
Female
29,402
Divorced
0
Master's
Self-Employed
50.934665
Suburban
Basic
0
5
584
1
2024-03-04 15:21:39.288099
Good
No
Rarely
Condo
2,084
19,871
52
Male
24,309
Married
4
PhD
Unemployed
8.639606
Rural
Basic
1
13
814
5
2022-02-17 15:21:39.098696
Poor
No
Daily
Condo
1,660
19,872
58
Female
26,710
Married
3
PhD
Employed
28.994653
Rural
Basic
3
17
682
8
2020-07-23 15:21:39.134960
Average
Yes
Weekly
Apartment
770
19,873
46
Male
null
Single
4
High School
Self-Employed
16.484881
Urban
Premium
1
13
400
1
2019-08-27 15:21:39.217387
Poor
No
Monthly
Apartment
989
19,874
38
Female
null
Single
1
High School
null
25.979266
Urban
Comprehensive
null
13
474
4
2019-11-17 15:21:39.087123
Average
No
Monthly
Apartment
2,475
19,875
54
Female
12,715
Single
2
PhD
Self-Employed
7.597801
Rural
Comprehensive
null
0
619
2
2021-10-07 15:21:39.237118
Good
Yes
Weekly
Apartment
451
19,876
61
Male
14,338
Single
2
PhD
null
28.986565
Rural
Basic
0
12
834
6
2022-03-13 15:21:39.155231
Poor
Yes
Weekly
House
1,203
19,877
51
Male
928
Divorced
3
High School
null
21.80763
Urban
Basic
0
17
654
2
2022-08-21 15:21:39.264504
Poor
No
Daily
House
195
19,878
30
Male
1,407
Married
3
Master's
Self-Employed
null
Rural
Basic
1
18
635
5
2024-02-23 15:21:39.208842
Average
No
Monthly
House
618
19,879
62
Male
133,679
Married
1
PhD
Unemployed
12.849301
Suburban
Premium
2
9
548
5
2020-06-15 15:21:39.188220
Good
No
Daily
House
2,678
19,880
64
Male
2,379
Divorced
2
Master's
Unemployed
29.488089
Rural
Premium
0
19
null
1
2020-05-26 15:21:39.155231
Average
No
Monthly
House
110
19,881
52
Female
14,073
Married
1
PhD
Self-Employed
25.949859
Rural
Premium
null
8
null
9
2021-02-12 15:21:39.147735
Good
No
Weekly
Apartment
596
19,882
null
Female
58,468
Divorced
3
Bachelor's
Self-Employed
10.984512
Rural
Comprehensive
0
3
385
1
2020-10-10 15:21:39.281787
Average
No
Weekly
Condo
266
19,883
24
Female
4,827
Divorced
2
PhD
Self-Employed
4.273769
Suburban
Premium
0
8
742
7
2023-11-20 15:21:39.194829
null
No
Monthly
Apartment
1,658
19,884
36
Female
29,593
Single
4
Bachelor's
Self-Employed
49.148734
Urban
Basic
null
2
785
7
2021-03-24 15:21:39.082499
Good
Yes
Weekly
House
25
19,885
28
Male
134,440
Divorced
null
High School
null
11.039703
Suburban
Premium
0
11
518
6
2019-10-08 15:21:39.277975
Good
No
Monthly
Condo
2,674
19,886
22
Male
22,266
Single
1
High School
Self-Employed
43.65884
Rural
Comprehensive
null
18
508
4
2022-05-25 15:21:39.155231
Average
No
Rarely
House
345
19,887
28
Female
38
Married
0
Bachelor's
Self-Employed
28.908916
Urban
Comprehensive
1
17
595
7
2021-10-22 15:21:39.084065
Poor
Yes
Weekly
Apartment
2,592
19,888
null
Male
27,292
Single
0
PhD
Self-Employed
29.936153
Urban
Basic
0
13
607
2
2022-02-21 15:21:39.204790
Average
Yes
Weekly
Apartment
282
19,889
41
Female
620
Divorced
0
High School
Unemployed
22.453809
Rural
Basic
0
15
452
1
2020-10-31 15:21:39.134960
Average
No
Weekly
House
1,029
19,890
33
Male
122,755
Divorced
2
PhD
null
21.287822
Urban
Comprehensive
null
5
809
8
2019-09-12 15:21:39.166062
Poor
No
Daily
House
240
19,891
62
Male
29,173
Divorced
0
PhD
Self-Employed
39.010921
Rural
Basic
0
13
811
6
2021-07-17 15:21:39.226954
Good
Yes
Rarely
Apartment
1,365
19,892
64
Male
60,772
Married
1
Master's
Unemployed
27.977187
Rural
Basic
null
17
775
7
2021-01-30 15:21:39.096739
Good
Yes
Monthly
House
325
19,893
29
Female
23,429
Single
1
High School
Employed
33.796231
Urban
Premium
null
8
461
5
2024-01-06 15:21:39.231531
Average
No
Monthly
Condo
531
19,894
52
Male
18,216
Married
null
Master's
null
12.135788
Rural
Premium
0
19
844
8
2023-01-17 15:21:39.264504
Poor
Yes
Monthly
Condo
1,154
19,895
33
Female
21,495
Divorced
2
Bachelor's
null
19.995037
Suburban
Basic
1
8
699
8
2023-11-02 15:21:39.105504
Poor
Yes
Daily
Condo
225
19,896
45
Male
82,512
Divorced
null
PhD
null
29.908411
Rural
Basic
1
19
null
5
2020-07-15 15:21:39.226954
Poor
No
Weekly
Condo
85
19,897
19
Female
7,077
Married
3
Bachelor's
null
40.638925
Suburban
Comprehensive
null
9
519
2
2022-04-29 15:21:39.170099
Poor
Yes
Daily
House
892
19,898
53
Female
null
Single
2
PhD
Employed
null
Suburban
Basic
0
2
447
6
2022-03-28 15:21:39.207847
Poor
Yes
Daily
Apartment
908
19,899
38
Male
36,115
Married
3
PhD
Unemployed
10.958153
Urban
Basic
0
2
685
8
2023-08-26 15:21:39.155231
Poor
Yes
Daily
House
1,059