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
1,166,800
44
Male
43,476
Divorced
1
Master's
Unemployed
25.743125
Rural
Comprehensive
1
6
623
6
2022-01-12 15:21:39.134960
Poor
Yes
Rarely
Apartment
647
1,166,801
41
Male
113,967
Divorced
4
Master's
Employed
51.955665
Suburban
Premium
1
3
576
1
2020-12-27 15:21:39.132191
Average
No
Monthly
Apartment
706
1,166,802
34
Female
5,862
Married
4
Master's
null
7.764687
Rural
Basic
1
19
705
6
2022-11-13 15:21:39.250151
Average
No
Rarely
Condo
619
1,166,803
24
Female
13,400
Single
0
PhD
null
34.082113
Urban
Comprehensive
1
13
777
8
2024-02-20 15:21:39.146733
Poor
No
Daily
House
382
1,166,804
58
Female
null
Single
null
Bachelor's
null
15.131635
Rural
Comprehensive
1
5
315
8
2023-07-14 15:21:39.233485
Poor
Yes
Monthly
House
215
1,166,805
33
Male
5,711
Divorced
3
PhD
Unemployed
20.716711
Suburban
Comprehensive
0
12
491
7
2024-07-15 15:21:39.155231
Good
No
Rarely
House
1,226
1,166,806
29
Male
6,931
Divorced
3
Bachelor's
Self-Employed
43.848162
Suburban
Basic
2
8
567
9
2020-08-11 15:21:39.134960
Average
Yes
Monthly
House
2,887
1,166,807
55
Male
58,983
null
4
Bachelor's
Unemployed
29.466814
Urban
Comprehensive
1
5
734
9
2021-02-04 15:21:39.084065
Good
No
Weekly
Condo
2,462
1,166,808
31
Male
29,502
Divorced
0
High School
Unemployed
14.633126
Rural
Basic
null
0
null
6
2020-06-27 15:21:39.274993
Poor
Yes
Rarely
House
509
1,166,809
35
Male
17,076
Single
2
High School
Self-Employed
13.079174
Suburban
Comprehensive
null
11
841
1
2023-12-09 15:21:39.261856
Average
No
Daily
House
3,255
1,166,810
46
Male
25,554
Single
0
PhD
Employed
30.427324
Urban
Premium
1
2
454
4
2022-04-21 15:21:39.167099
Good
Yes
Weekly
House
1,057
1,166,811
51
Female
55,532
Married
1
Master's
Employed
9.715916
Suburban
Premium
2
14
696
1
2024-04-28 15:21:39.104139
Average
Yes
Weekly
Condo
240
1,166,812
36
Female
928
Divorced
0
Bachelor's
Employed
11.447856
Rural
Premium
2
15
790
2
2020-02-14 15:21:39.286113
Poor
No
Daily
House
1,801
1,166,813
null
Male
678
Divorced
2
High School
Unemployed
31.934839
Urban
Basic
0
14
742
9
2020-05-05 15:21:39.274993
Average
No
Weekly
House
1,841
1,166,814
53
Female
7,945
Single
1
Master's
Employed
18.919325
Urban
Basic
0
17
572
9
2020-01-09 15:21:39.186212
Good
No
Daily
House
2,326
1,166,815
53
Female
133,551
Divorced
1
PhD
null
11.519787
Urban
Basic
2
9
363
1
2024-02-20 15:21:39.237118
Average
Yes
Monthly
House
813
1,166,816
47
Female
4,094
Married
0
PhD
Unemployed
null
Suburban
Premium
null
0
603
8
2023-12-23 15:21:39.085129
Average
No
Daily
House
638
1,166,817
23
Male
5,542
Divorced
3
PhD
Self-Employed
25.443131
Rural
Premium
1
0
434
4
2021-08-03 15:21:39.244069
Poor
Yes
Weekly
House
716
1,166,818
54
Female
120,445
Divorced
1
PhD
Self-Employed
46.972155
Urban
Basic
1
2
489
1
2020-12-02 15:21:39.258696
null
No
Weekly
Condo
948
1,166,819
33
Female
12,892
Single
3
PhD
Employed
12.84741
Urban
Premium
0
12
849
1
2020-09-28 15:21:39.134960
Poor
No
Rarely
Condo
912
1,166,820
62
Female
45,754
Divorced
4
Master's
Unemployed
17.372569
Suburban
Premium
null
7
446
9
2024-05-08 15:21:39.236064
null
No
Monthly
Condo
1,025
1,166,821
62
Male
null
Divorced
2
Master's
null
20.363885
Rural
Premium
2
13
474
5
2022-04-17 15:21:39.155231
Poor
Yes
Rarely
Condo
402
1,166,822
30
Male
775
Married
3
Master's
Unemployed
41.958584
Urban
Basic
4
1
705
3
2024-08-03 15:21:39.101733
Good
Yes
Daily
Condo
654
1,166,823
19
Female
58,494
Divorced
3
High School
Self-Employed
null
Suburban
Premium
0
12
491
9
2019-10-20 15:21:39.131192
Average
No
Monthly
House
2,238
1,166,824
28
Male
17,107
Divorced
1
Master's
Employed
41.4879
Rural
Premium
0
12
721
6
2020-11-13 15:21:39.085129
Good
Yes
Monthly
Apartment
1,119
1,166,825
56
Female
93,657
Single
0
Bachelor's
Unemployed
20.481202
Urban
Basic
null
7
383
7
2024-06-02 15:21:39.091080
Good
Yes
Weekly
House
1,411
1,166,826
44
Male
16,163
null
2
Bachelor's
Employed
null
Suburban
Basic
2
7
null
2
2024-03-09 15:21:39.208842
Poor
Yes
Weekly
Condo
2,146
1,166,827
32
Female
2,833
Married
0
High School
Employed
43.033325
Suburban
Premium
2
0
761
7
2019-12-17 15:21:39.278402
Average
Yes
Monthly
Condo
857
1,166,828
29
Female
11,831
Divorced
null
Bachelor's
Employed
19.564696
Suburban
Premium
0
12
643
1
2023-09-14 15:21:39.145732
Good
Yes
Rarely
House
1,140
1,166,829
48
Male
35,477
Single
null
High School
Self-Employed
45.766321
Suburban
Comprehensive
0
8
726
9
2023-10-03 15:21:39.167099
Good
No
Daily
Apartment
704
1,166,830
27
Female
2,714
Married
3
High School
Unemployed
11.937327
Suburban
Basic
null
0
506
1
2021-03-09 15:21:39.134960
Poor
No
Daily
Apartment
654
1,166,831
40
Female
25,309
Single
2
High School
Self-Employed
20.63977
Rural
Basic
1
13
null
1
2020-07-09 15:21:39.261856
Good
No
Daily
House
1,689
1,166,832
32
Female
46,495
Single
1
High School
Unemployed
19.859672
Suburban
Basic
null
12
null
6
2022-03-25 15:21:39.223390
Poor
Yes
Weekly
Condo
130
1,166,833
54
Male
23,470
Married
2
Master's
null
16.616935
Rural
Basic
1
16
null
3
2023-08-10 15:21:39.134960
Good
Yes
Daily
Condo
1,251
1,166,834
36
Female
17,130
Single
4
Master's
null
13.838444
Rural
Premium
2
15
330
6
2019-10-22 15:21:39.279729
Good
No
Daily
Apartment
2,077
1,166,835
23
Male
526
Married
3
Master's
Self-Employed
19.94637
Suburban
Premium
0
6
748
4
2021-04-14 15:21:39.092127
Average
No
Rarely
Apartment
25
1,166,836
30
Female
17,863
Single
4
Bachelor's
Self-Employed
31.439864
Suburban
Basic
null
0
584
2
2022-08-11 15:21:39.093681
Good
No
Monthly
Apartment
28
1,166,837
19
Male
24,107
Married
null
Master's
null
25.826942
Rural
Basic
2
18
null
6
2023-02-11 15:21:39.185215
Poor
No
Daily
Apartment
591
1,166,838
19
Female
5,875
Divorced
3
Master's
Unemployed
38.819247
Suburban
Comprehensive
2
6
755
8
2023-05-26 15:21:39.134960
Good
Yes
Monthly
Condo
1,409
1,166,839
null
Female
5,910
Married
2
High School
Unemployed
18.020825
Rural
Premium
0
8
734
6
2022-06-22 15:21:39.274993
Average
Yes
Weekly
Apartment
1,646
1,166,840
29
Female
18,093
Divorced
4
PhD
Unemployed
20.744229
Urban
Comprehensive
0
16
519
8
2023-08-29 15:21:39.155231
Average
Yes
Weekly
Condo
1,532
1,166,841
47
Male
26,280
Single
4
PhD
null
19.692724
Urban
Premium
0
10
758
8
2023-10-10 15:21:39.098696
Poor
Yes
Rarely
Apartment
973
1,166,842
61
Female
25,420
Married
null
Master's
Self-Employed
39.178833
Suburban
Premium
null
13
445
9
2020-12-19 15:21:39.085129
Average
No
Monthly
Condo
439
1,166,843
18
Male
10,170
Single
1
Bachelor's
Self-Employed
34.534922
Rural
Basic
0
16
703
1
2022-09-17 15:21:39.226954
Poor
Yes
Daily
Apartment
3,381
1,166,844
30
Female
9,084
Divorced
0
Bachelor's
Unemployed
26.913903
Rural
Premium
0
0
null
6
2021-05-12 15:21:39.274993
Average
No
Rarely
Apartment
267
1,166,845
47
Male
18,957
Divorced
1
Bachelor's
Employed
30.838455
Urban
Comprehensive
null
6
766
8
2021-04-16 15:21:39.134960
Poor
No
Weekly
Apartment
1,429
1,166,846
47
Female
72,300
Single
1
Master's
Unemployed
31.919175
Rural
Basic
null
5
379
3
2020-11-03 15:21:39.148733
Average
Yes
Weekly
Condo
34
1,166,847
19
Male
null
Single
1
High School
Employed
35.059977
Rural
Premium
null
12
338
2
2021-01-23 15:21:39.099739
Average
No
Weekly
Apartment
585
1,166,848
26
Male
7,073
Divorced
null
Bachelor's
null
26.576894
Urban
Comprehensive
0
8
594
8
2022-10-18 15:21:39.125660
Good
No
Rarely
Condo
438
1,166,849
31
Female
44,803
Divorced
4
Master's
Employed
4.074004
Urban
Premium
0
3
536
9
2020-07-11 15:21:39.208842
Average
Yes
Monthly
Apartment
494
1,166,850
47
Male
3,099
Single
3
Master's
Unemployed
40.469634
Urban
Basic
1
9
483
4
2021-06-03 15:21:39.086123
Average
No
Rarely
House
652
1,166,851
48
Female
132,525
Married
3
PhD
Employed
51.868961
Suburban
Comprehensive
0
4
617
2
2021-06-14 15:21:39.134960
Good
Yes
Monthly
House
1,393
1,166,852
50
Female
44,335
Married
2
Bachelor's
null
32.373935
Rural
Basic
1
15
651
3
2019-12-19 15:21:39.221386
Average
Yes
Monthly
House
817
1,166,853
19
Female
99,866
Single
4
PhD
Employed
45.709641
Suburban
Comprehensive
0
13
439
9
2023-03-05 15:21:39.107553
Good
No
Rarely
Apartment
3,404
1,166,854
32
Male
18,155
Single
0
Bachelor's
Unemployed
29.275598
Suburban
Basic
2
16
656
5
2023-02-02 15:21:39.146733
Poor
Yes
Daily
Apartment
1,201
1,166,855
23
Female
3,028
Single
4
Bachelor's
Employed
40.883505
Urban
Premium
null
13
360
2
2019-11-27 15:21:39.217387
Poor
Yes
Weekly
Condo
603
1,166,856
32
Male
74,069
Married
1
High School
Unemployed
31.382034
Urban
Basic
1
10
710
2
2022-09-14 15:21:39.087123
Average
No
Weekly
Condo
48
1,166,857
19
Male
136,971
Single
4
Master's
Unemployed
42.693271
Suburban
Basic
0
13
310
2
2022-09-28 15:21:39.155231
Average
No
Weekly
Apartment
41
1,166,858
40
Female
149,664
Divorced
null
Bachelor's
Unemployed
10.726344
Rural
Premium
null
15
512
9
2020-07-25 15:21:39.261856
null
No
Monthly
Apartment
24
1,166,859
19
Female
21,478
Single
0
Master's
null
23.907013
Suburban
Premium
null
2
625
1
2021-05-09 15:21:39.201446
Average
Yes
Weekly
Apartment
1,355
1,166,860
61
Female
26,121
Divorced
4
PhD
Employed
29.376909
Suburban
Premium
1
15
null
1
2020-07-09 15:21:39.155231
Poor
Yes
Weekly
Apartment
2,188
1,166,861
62
Female
15,961
Single
1
Master's
Employed
35.640099
Rural
Comprehensive
1
7
588
7
2023-10-28 15:21:39.223390
Average
Yes
Monthly
Apartment
1,407
1,166,862
51
Male
33,754
Divorced
null
Master's
Self-Employed
27.796712
Urban
Premium
4
8
508
7
2020-06-16 15:21:39.134960
Poor
No
Weekly
Condo
2,972
1,166,863
38
Female
23,983
Divorced
4
Master's
null
16.293469
Urban
Premium
null
19
551
2
2022-09-23 15:21:39.096739
null
No
Monthly
House
474
1,166,864
26
Female
140,741
Single
null
High School
Unemployed
38.737872
Urban
Premium
0
13
508
2
2024-06-28 15:21:39.109552
Good
No
Monthly
Apartment
2,292
1,166,865
59
Male
2,823
Single
0
Master's
Employed
20.777022
Suburban
Comprehensive
1
15
752
1
2023-11-30 15:21:39.237118
Average
No
Daily
Apartment
4,608
1,166,866
57
Female
30,208
Single
2
Master's
Unemployed
25.090011
Rural
Premium
1
8
831
6
2020-06-25 15:21:39.104139
null
Yes
Rarely
House
1,516
1,166,867
24
Female
6,927
Single
null
High School
Self-Employed
null
Suburban
Basic
1
16
711
2
2023-04-03 15:21:39.261856
Good
No
Daily
Condo
683
1,166,868
51
Female
null
Single
null
Master's
null
26.818584
Urban
Basic
0
4
402
6
2021-12-29 15:21:39.123711
Average
Yes
Weekly
House
3,345
1,166,869
63
Male
27,787
Divorced
0
PhD
Self-Employed
37.288924
Suburban
Basic
null
0
636
2
2020-04-08 15:21:39.237118
Poor
No
Rarely
Apartment
1,257
1,166,870
21
Male
57,123
Single
1
Master's
null
15.444344
Urban
Premium
0
11
828
8
2023-02-14 15:21:39.210805
Good
No
Weekly
House
53
1,166,871
53
Female
20,654
Married
4
PhD
null
24.351633
Suburban
Premium
null
15
798
9
2021-04-01 15:21:39.192212
Good
No
Rarely
House
554
1,166,872
54
Male
3,556
Married
4
PhD
null
28.148634
Suburban
Basic
null
7
305
2
2022-03-25 15:21:39.245086
null
Yes
Daily
Condo
2,271
1,166,873
56
Female
56,875
Single
2
PhD
Self-Employed
9.487561
Urban
Premium
0
16
445
6
2019-11-04 15:21:39.134960
Good
Yes
Monthly
Apartment
1,584
1,166,874
49
Male
10,697
Divorced
null
Bachelor's
Employed
39.063261
Urban
Comprehensive
0
19
805
4
2023-12-23 15:21:39.154008
null
Yes
Weekly
Apartment
883
1,166,875
null
Female
24,991
Married
4
High School
null
18.171275
Rural
Basic
0
6
445
7
2024-07-11 15:21:39.126661
Average
Yes
Monthly
Apartment
651
1,166,876
47
Male
12,053
Married
3
PhD
Unemployed
11.839207
Suburban
Basic
1
11
676
5
2023-11-07 15:21:39.259788
Poor
No
Daily
Condo
2,497
1,166,877
42
Male
49,766
Divorced
null
PhD
Unemployed
19.673328
Suburban
Premium
null
12
817
3
2023-02-02 15:21:39.134960
Good
No
Rarely
Apartment
416
1,166,878
52
Female
39,081
Single
4
Master's
Employed
37.016833
Rural
Premium
null
14
391
8
2020-06-06 15:21:39.149731
Good
Yes
Weekly
Condo
468
1,166,879
21
Male
8,730
Married
1
Master's
Unemployed
14.715572
Urban
Comprehensive
0
13
515
8
2024-03-02 15:21:39.256696
Good
No
Daily
Condo
551
1,166,880
21
Female
10,157
Married
4
High School
Employed
33.593695
Suburban
Comprehensive
1
14
779
7
2024-06-06 15:21:39.102694
Good
No
Weekly
Condo
897
1,166,881
24
Female
70,557
Divorced
1
Bachelor's
Unemployed
33.437646
Rural
Basic
0
15
729
7
2022-06-13 15:21:39.133866
Good
Yes
Daily
House
119
1,166,882
39
Male
6,920
Married
2
Bachelor's
null
null
Urban
Comprehensive
null
1
672
6
2021-04-03 15:21:39.185215
Good
No
Daily
Apartment
542
1,166,883
46
Female
519
Divorced
null
Master's
Employed
40.827266
Rural
Premium
2
2
674
9
2020-09-02 15:21:39.155231
Good
Yes
Rarely
Condo
781
1,166,884
55
Male
15,783
Divorced
4
PhD
Self-Employed
28.452715
Suburban
Premium
1
9
null
5
2020-01-28 15:21:39.237118
Average
No
Rarely
Apartment
1,548
1,166,885
47
Female
5,929
Married
3
High School
Employed
24.067678
Urban
Comprehensive
2
14
473
1
2023-06-20 15:21:39.105504
Poor
Yes
Daily
Condo
926
1,166,886
33
Female
25,897
Single
null
PhD
Employed
14.749043
Suburban
Premium
2
15
485
5
2020-04-06 15:21:39.230483
Good
No
Weekly
House
391
1,166,887
62
Female
26,182
Married
1
Master's
Self-Employed
19.834952
Urban
Premium
null
6
573
6
2019-11-12 15:21:39.237118
Poor
Yes
Daily
House
917
1,166,888
47
Male
5,513
Single
1
PhD
Self-Employed
15.635512
Urban
Comprehensive
null
6
583
3
2020-10-27 15:21:39.237118
Poor
No
Daily
Apartment
2,386
1,166,889
35
Female
14,644
Married
0
Bachelor's
Unemployed
12.434868
Urban
Comprehensive
0
18
784
1
2022-01-08 15:21:39.283783
Good
Yes
Monthly
House
955
1,166,890
37
Female
null
Single
0
Bachelor's
Self-Employed
19.623215
Urban
Comprehensive
2
15
829
3
2024-03-26 15:21:39.146733
Good
No
Daily
Condo
243
1,166,891
55
Female
6,096
Married
0
Master's
null
38.865247
Rural
Premium
1
1
513
3
2021-10-15 15:21:39.095696
Average
No
Weekly
Apartment
721
1,166,892
34
Male
95,901
Married
1
Master's
null
28.764504
Suburban
Premium
2
4
488
9
2022-02-03 15:21:39.155231
Good
No
Daily
House
331
1,166,893
27
Female
1,093
Single
3
High School
Unemployed
13.751634
Urban
Comprehensive
1
10
810
6
2022-04-28 15:21:39.286113
Poor
No
Weekly
Condo
3,186
1,166,894
62
Male
17,210
Divorced
null
Master's
Self-Employed
30.686967
Suburban
Premium
2
19
null
6
2022-10-16 15:21:39.287115
Good
Yes
Daily
Apartment
934
1,166,895
62
Female
61,576
Divorced
2
PhD
Employed
18.977603
Rural
Basic
0
12
677
4
2019-08-30 15:21:39.236064
Poor
No
Weekly
House
2,473
1,166,896
63
Female
5,942
Divorced
null
PhD
Self-Employed
null
Urban
Basic
null
13
678
7
2021-04-24 15:21:39.256696
Average
Yes
Weekly
Condo
3,833
1,166,897
19
Male
33,018
Single
2
PhD
Employed
51.373828
Urban
Basic
0
10
728
5
2023-06-28 15:21:39.237118
Poor
Yes
Weekly
Condo
3,162
1,166,898
18
Male
24,997
Divorced
2
Bachelor's
Unemployed
34.619296
Suburban
Comprehensive
0
13
817
2
2022-09-18 15:21:39.096739
Good
No
Monthly
House
553
1,166,899
42
Female
73,020
Single
2
PhD
Employed
11.834369
Urban
Comprehensive
null
11
532
9
2020-09-09 15:21:39.271453
Average
No
Monthly
Condo
110