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
1,187,800
37
Male
5,874
Divorced
null
Bachelor's
Self-Employed
26.853169
Rural
Comprehensive
0
5
743
1
2020-12-13 15:21:39.134960
Poor
No
Weekly
Apartment
3,612
1,187,801
49
Male
43,430
Divorced
2
PhD
null
24.865108
Rural
Comprehensive
null
6
661
6
2021-10-05 15:21:39.134960
Good
No
Weekly
House
406
1,187,802
30
Female
25,889
Single
1
Bachelor's
Employed
null
Urban
Basic
null
16
690
1
2020-07-18 15:21:39.126661
Poor
No
Monthly
House
845
1,187,803
31
Female
3,614
Married
4
PhD
Employed
39.253687
Rural
Basic
0
5
381
2
2021-02-18 15:21:39.188220
Poor
No
Monthly
House
1,525
1,187,804
63
Female
67,894
Divorced
3
PhD
Unemployed
42.787817
Urban
Premium
0
6
646
6
2023-09-18 15:21:39.155231
Poor
Yes
Daily
Condo
394
1,187,805
52
Male
1,149
Single
3
High School
Self-Employed
22.824536
Urban
Basic
2
14
544
3
2021-09-24 15:21:39.228521
Good
Yes
Monthly
Condo
543
1,187,806
48
Male
48,419
null
3
High School
Unemployed
18.146025
Rural
Basic
0
0
469
6
2023-08-12 15:21:39.092127
Average
Yes
Daily
Apartment
224
1,187,807
22
Male
39,593
Divorced
3
Bachelor's
Self-Employed
16.377979
Rural
Premium
0
1
541
9
2021-12-11 15:21:39.082499
Average
No
Weekly
Condo
1,158
1,187,808
62
Female
72,536
Single
2
Bachelor's
null
51.436837
Rural
Comprehensive
1
4
null
6
2022-12-14 15:21:39.182597
Good
No
Monthly
House
1,036
1,187,809
18
Female
44,204
Married
1
PhD
null
13.702907
Suburban
Premium
3
0
831
5
2022-12-13 15:21:39.167099
Average
Yes
Rarely
Apartment
552
1,187,810
18
Female
1,238
Married
0
Bachelor's
Self-Employed
20.283321
Rural
Comprehensive
1
16
552
1
2020-10-21 15:21:39.237118
null
Yes
Monthly
House
881
1,187,811
22
Male
17,063
Divorced
3
PhD
Employed
28.085964
Rural
Premium
1
1
494
5
2020-09-26 15:21:39.155231
Average
Yes
Daily
Apartment
1,130
1,187,812
29
Female
15,791
Divorced
3
Bachelor's
null
25.389621
Suburban
Premium
1
1
319
8
2019-12-27 15:21:39.186212
Average
Yes
Daily
Apartment
828
1,187,813
33
Female
15,594
Single
1
Master's
Self-Employed
38.083412
Suburban
Premium
0
4
511
6
2021-09-01 15:21:39.155231
Good
No
Rarely
Apartment
939
1,187,814
33
Female
45,464
Divorced
3
Master's
Self-Employed
24.716057
Suburban
Premium
0
16
609
5
2021-08-28 15:21:39.237118
Average
Yes
Monthly
Condo
597
1,187,815
39
Female
25,809
Married
1
Bachelor's
Self-Employed
3.509471
Suburban
Premium
2
7
545
5
2024-03-18 15:21:39.199447
Good
No
Daily
Apartment
524
1,187,816
44
Female
3,694
Divorced
null
Master's
null
43.834203
Rural
Premium
2
12
482
2
2022-12-28 15:21:39.285112
Poor
Yes
Daily
Condo
1,069
1,187,817
29
Female
12,097
Divorced
0
Bachelor's
Employed
32.945651
Urban
Premium
2
9
781
5
2023-05-30 15:21:39.173834
Poor
No
Daily
House
1,338
1,187,818
28
Male
4,866
Single
0
Master's
null
37.724117
Suburban
Basic
null
5
495
2
2022-07-28 15:21:39.134960
Average
No
Monthly
Condo
1,524
1,187,819
50
Female
34
Married
0
PhD
null
43.085158
Rural
Comprehensive
null
12
739
3
2024-04-08 15:21:39.237118
Good
Yes
Rarely
House
651
1,187,820
28
Male
22,886
Divorced
3
High School
Self-Employed
29.174226
Suburban
Comprehensive
null
8
371
9
2021-01-09 15:21:39.219432
Average
Yes
Monthly
Apartment
1,257
1,187,821
59
Male
113,084
Divorced
2
PhD
Employed
38.01832
Rural
Premium
null
17
347
4
2021-09-23 15:21:39.187211
Poor
No
Weekly
Apartment
3,246
1,187,822
44
Male
38,916
Divorced
2
High School
Unemployed
19.915911
Rural
Comprehensive
null
15
782
5
2023-12-30 15:21:39.290098
Average
No
Monthly
House
110
1,187,823
44
Female
1,385
Single
0
Master's
Employed
18.955541
Suburban
Comprehensive
0
2
488
1
2020-09-30 15:21:39.194829
Poor
Yes
Monthly
Condo
794
1,187,824
60
Male
64,450
Divorced
2
PhD
null
47.776736
Rural
Premium
null
18
341
9
2021-11-29 15:21:39.237118
Average
No
Rarely
Condo
2,677
1,187,825
41
Female
121,366
Single
3
Master's
Self-Employed
13.65798
Urban
Premium
3
12
596
8
2022-04-28 15:21:39.261856
Poor
Yes
Daily
House
2,052
1,187,826
56
Male
33,405
Single
2
High School
null
35.42692
Suburban
Premium
1
5
544
1
2020-10-03 15:21:39.171102
Average
Yes
Rarely
House
1,431
1,187,827
38
Female
2,531
Single
2
High School
Unemployed
8.928698
Suburban
Premium
1
15
735
4
2021-12-22 15:21:39.237118
Good
No
Daily
Condo
122
1,187,828
52
Male
59,894
Married
2
Master's
null
15.354587
Urban
Basic
1
10
768
6
2024-04-13 15:21:39.111551
Good
No
Daily
Apartment
74
1,187,829
50
Female
2,814
Divorced
3
High School
Employed
null
Suburban
Premium
1
4
null
2
2024-05-20 15:21:39.175719
Poor
Yes
Daily
Apartment
26
1,187,830
52
Female
48,872
Married
0
Master's
null
21.051747
Suburban
Comprehensive
1
10
366
1
2024-05-08 15:21:39.175719
Poor
No
Monthly
Apartment
2,840
1,187,831
18
Male
null
Married
3
Master's
Employed
12.657421
Rural
Premium
1
17
324
9
2023-07-08 15:21:39.084065
Poor
Yes
Rarely
Condo
617
1,187,832
52
Male
43,787
Single
null
Master's
null
19.274963
Rural
Premium
1
10
null
4
2024-07-14 15:21:39.214388
null
Yes
Rarely
Condo
1,258
1,187,833
52
Male
26,204
Married
null
PhD
Unemployed
39.538618
Rural
Comprehensive
null
0
751
4
2023-05-06 15:21:39.259788
null
No
Rarely
Apartment
898
1,187,834
22
Female
33,234
Divorced
null
High School
Unemployed
23.834961
Suburban
Premium
1
13
527
8
2022-01-14 15:21:39.088124
Good
Yes
Daily
House
1,228
1,187,835
33
Female
15,594
Divorced
0
Bachelor's
Self-Employed
32.929607
Urban
Comprehensive
0
12
537
7
2022-12-24 15:21:39.085129
Average
Yes
Daily
Apartment
45
1,187,836
25
Male
114,912
Divorced
2
High School
Unemployed
32.275823
Urban
Premium
null
18
343
8
2021-03-26 15:21:39.165120
Good
Yes
Monthly
Condo
685
1,187,837
49
Female
25,400
Single
2
Master's
Self-Employed
24.987849
Rural
Premium
0
8
718
2
2020-08-13 15:21:39.155231
Poor
No
Rarely
Condo
1,330
1,187,838
25
Female
28,981
Divorced
0
Bachelor's
Unemployed
23.268728
Suburban
Comprehensive
3
19
543
3
2020-12-12 15:21:39.155231
Poor
No
Monthly
Condo
1,554
1,187,839
24
Male
null
Divorced
2
Master's
Employed
12.282069
Suburban
Comprehensive
null
14
null
6
2020-04-26 15:21:39.097737
Poor
Yes
Daily
Condo
112
1,187,840
32
Male
886
Divorced
1
Bachelor's
Self-Employed
2.293558
Suburban
Comprehensive
0
3
652
5
2024-03-08 15:21:39.113566
Average
Yes
Weekly
House
591
1,187,841
34
Male
null
Married
3
High School
Self-Employed
43.38556
Urban
Basic
0
17
726
1
2021-03-19 15:21:39.273973
Poor
Yes
Rarely
Apartment
204
1,187,842
19
Male
31,604
Married
1
Master's
Self-Employed
39.56717
Suburban
Comprehensive
0
16
731
8
2019-10-21 15:21:39.191219
Good
No
Daily
Condo
1,833
1,187,843
56
Male
20,489
Married
2
Master's
Employed
3.868182
Urban
Basic
4
0
578
3
2020-10-13 15:21:39.114118
Good
No
Weekly
House
654
1,187,844
61
Female
87,894
Single
0
PhD
null
32.97252
Rural
Comprehensive
0
13
511
4
2021-02-12 15:21:39.143708
Good
No
Daily
Condo
348
1,187,845
23
Female
null
Married
1
Bachelor's
Unemployed
25.991571
Rural
Premium
3
18
380
4
2024-08-02 15:21:39.198406
Poor
Yes
Monthly
Condo
1,233
1,187,846
41
Female
119,829
Divorced
4
Master's
Unemployed
16.547943
Suburban
Premium
null
1
745
2
2023-11-27 15:21:39.100695
Good
No
Monthly
House
391
1,187,847
44
Female
18,759
Divorced
3
PhD
Unemployed
27.487942
Suburban
Comprehensive
1
17
581
5
2023-10-31 15:21:39.120168
Average
No
Daily
Apartment
753
1,187,848
18
Male
1,781
Divorced
1
Master's
Self-Employed
17.317423
Urban
Comprehensive
2
19
822
5
2023-10-02 15:21:39.155231
Poor
Yes
Weekly
House
519
1,187,849
26
Male
null
Married
2
Bachelor's
Self-Employed
29.574521
Rural
Basic
1
11
381
1
2020-02-14 15:21:39.134960
Good
No
Rarely
Apartment
1,719
1,187,850
56
Male
35,922
Divorced
3
Master's
Self-Employed
3.964012
Rural
Basic
0
4
466
8
2024-07-04 15:21:39.155231
Average
No
Rarely
House
446
1,187,851
51
Male
30,978
Divorced
2
Master's
Unemployed
29.181934
Rural
Premium
0
11
565
7
2021-04-27 15:21:39.167099
Poor
Yes
Weekly
Apartment
1,170
1,187,852
20
Female
25,247
Married
4
Bachelor's
Employed
33.573796
Suburban
Basic
1
14
714
1
2019-09-16 15:21:39.102694
Poor
No
Rarely
Apartment
1,432
1,187,853
51
Male
134,089
Married
null
PhD
Unemployed
40.959603
Urban
Comprehensive
0
13
562
1
2023-02-16 15:21:39.155231
null
No
Weekly
Condo
2,087
1,187,854
32
Female
114,884
Married
2
Master's
Unemployed
34.133415
Suburban
Comprehensive
0
14
778
7
2024-05-29 15:21:39.180553
Average
Yes
Daily
Condo
130
1,187,855
21
Female
16,063
Married
3
Bachelor's
null
11.071467
Rural
Comprehensive
1
10
713
1
2019-12-08 15:21:39.182597
Good
No
Rarely
House
904
1,187,856
44
Female
3,614
Divorced
1
High School
Unemployed
14.985078
Suburban
Comprehensive
0
12
437
3
2023-07-17 15:21:39.098696
Good
Yes
Rarely
Condo
2,051
1,187,857
64
Male
17,114
Married
4
Bachelor's
null
19.749503
Rural
Basic
0
3
626
4
2020-06-19 15:21:39.237118
Good
No
Weekly
Apartment
828
1,187,858
21
Male
38,119
Single
2
PhD
null
39.56681
Suburban
Basic
null
13
null
9
2020-10-24 15:21:39.254678
Good
Yes
Weekly
Condo
1,379
1,187,859
53
Male
15,559
Married
0
PhD
Self-Employed
21.82729
Suburban
Basic
null
7
484
1
2021-09-28 15:21:39.272456
Good
No
Daily
Condo
446
1,187,860
63
Female
45,835
Married
2
PhD
Self-Employed
27.273207
Suburban
Comprehensive
1
11
474
2
2022-02-18 15:21:39.079128
Average
Yes
Rarely
Apartment
213
1,187,861
52
Male
39,644
Single
2
Master's
Unemployed
27.455468
Suburban
Comprehensive
1
3
494
3
2022-12-01 15:21:39.222387
null
Yes
Weekly
Condo
1,176
1,187,862
20
Male
39,095
Divorced
3
High School
Employed
14.596493
Suburban
Basic
2
18
459
4
2023-01-21 15:21:39.086123
Poor
Yes
Monthly
House
805
1,187,863
51
Male
null
Divorced
0
Master's
Unemployed
20.163348
Urban
Basic
1
16
353
5
2023-11-04 15:21:39.249100
Poor
Yes
Daily
Apartment
2,745
1,187,864
29
Male
39,644
Divorced
0
PhD
Unemployed
22.955752
Urban
Comprehensive
1
7
478
1
2020-01-17 15:21:39.102694
Poor
No
Weekly
House
1,029
1,187,865
42
Female
91,338
Married
4
Master's
Self-Employed
31.757919
Suburban
Comprehensive
1
8
456
8
2022-10-05 15:21:39.279729
Average
No
Monthly
House
651
1,187,866
41
Female
423
Married
4
Master's
Unemployed
25.79395
Urban
Basic
2
18
null
8
2019-09-03 15:21:39.126661
Average
Yes
Weekly
Apartment
162
1,187,867
43
Male
33,221
Married
4
Bachelor's
Self-Employed
42.28382
Suburban
Premium
1
1
324
2
2023-01-05 15:21:39.236064
Good
Yes
Monthly
Condo
558
1,187,868
53
Male
null
Divorced
null
PhD
null
51.878447
Suburban
Comprehensive
0
12
674
1
2021-11-14 15:21:39.091080
Average
No
Weekly
House
1,068
1,187,869
43
Female
12,900
Divorced
null
High School
Employed
11.254433
Suburban
Basic
null
14
757
5
2022-02-04 15:21:39.148733
Average
Yes
Weekly
Apartment
953
1,187,870
22
Female
9,566
Divorced
null
High School
null
35.811337
Urban
Premium
null
5
678
2
2020-01-22 15:21:39.149731
Average
Yes
Monthly
House
681
1,187,871
47
Female
23,015
Single
1
Master's
Employed
36.753345
Urban
Basic
2
18
723
8
2021-01-11 15:21:39.122134
Good
Yes
Rarely
Condo
2,278
1,187,872
33
Male
3,086
Single
2
High School
Employed
25.554163
Rural
Premium
null
12
569
8
2021-08-23 15:21:39.263607
Good
Yes
Monthly
Apartment
2,476
1,187,873
25
Male
142,740
Divorced
2
Bachelor's
null
22.988345
Urban
Basic
0
1
689
1
2021-04-05 15:21:39.192212
Poor
Yes
Weekly
House
112
1,187,874
27
Male
63,959
Single
2
PhD
Self-Employed
33.572167
Suburban
Comprehensive
1
11
472
8
2022-03-18 15:21:39.155231
Poor
Yes
Daily
Condo
2,284
1,187,875
39
Male
3,951
Single
4
Master's
Unemployed
27.79259
Urban
Basic
null
13
321
4
2021-07-08 15:21:39.149731
Average
Yes
Daily
Apartment
863
1,187,876
56
Female
38,217
Divorced
4
Master's
null
39.325425
Rural
Premium
1
18
646
9
2021-10-24 15:21:39.274993
Poor
Yes
Weekly
Condo
2,957
1,187,877
24
Female
54,960
Divorced
3
PhD
Self-Employed
6.013055
Suburban
Premium
1
8
424
1
2022-06-24 15:21:39.237118
Average
No
Weekly
Condo
890
1,187,878
62
Male
116,241
Married
4
High School
Unemployed
42.868108
Urban
Comprehensive
null
12
348
2
2020-01-11 15:21:39.095696
Poor
Yes
Weekly
Apartment
376
1,187,879
45
Female
123,133
Divorced
4
PhD
null
8.955704
Suburban
Basic
1
1
533
7
2021-01-21 15:21:39.165120
Average
No
Rarely
House
222
1,187,880
62
Female
81,207
Single
0
PhD
Employed
27.938722
Rural
Comprehensive
2
10
349
5
2022-07-07 15:21:39.155231
Good
Yes
Daily
Condo
1,499
1,187,881
61
Female
109,580
Married
2
PhD
Employed
22.912529
Rural
Basic
1
18
530
7
2020-05-27 15:21:39.134960
Average
Yes
Rarely
Apartment
221
1,187,882
22
Female
17,155
Divorced
2
PhD
Employed
4.812466
Rural
Comprehensive
1
5
811
2
2023-04-23 15:21:39.089116
Average
Yes
Daily
House
483
1,187,883
45
Female
6,238
Single
0
Master's
null
29.471965
Rural
Basic
null
14
785
8
2021-10-29 15:21:39.168099
Poor
Yes
Daily
Condo
2,219
1,187,884
49
Male
46,342
Married
1
Bachelor's
Employed
41.464723
Rural
Basic
0
15
559
2
2023-11-20 15:21:39.243823
Average
No
Daily
House
729
1,187,885
30
Male
15,105
Divorced
3
Master's
null
28.384612
Rural
Premium
3
6
469
1
2019-10-09 15:21:39.214388
Average
No
Monthly
House
623
1,187,886
60
Male
16,339
Single
3
Bachelor's
null
23.583604
Rural
Premium
null
6
581
4
2021-07-28 15:21:39.248098
Good
Yes
Monthly
Condo
196
1,187,887
38
Female
51,753
Divorced
4
High School
Employed
47.179717
Suburban
Premium
null
13
439
7
2019-09-14 15:21:39.116179
Poor
Yes
Daily
Apartment
2,389
1,187,888
30
Female
90,599
Married
null
Bachelor's
Unemployed
15.757635
Rural
Basic
2
5
372
5
2021-06-17 15:21:39.170099
Poor
Yes
Weekly
Apartment
511
1,187,889
53
Male
null
Married
2
High School
Self-Employed
19.413815
Suburban
Comprehensive
null
14
761
3
2020-05-01 15:21:39.155231
null
No
Monthly
Apartment
26
1,187,890
50
Female
42,411
Single
0
High School
Unemployed
7.928596
Suburban
Premium
null
3
424
2
2019-12-04 15:21:39.274993
Average
Yes
Weekly
House
452
1,187,891
62
Male
47,870
Divorced
0
Master's
null
9.152728
Urban
Premium
null
7
644
9
2021-06-17 15:21:39.230483
Good
Yes
Rarely
House
358
1,187,892
19
Male
100,836
Married
1
Master's
Unemployed
6.752552
Suburban
Basic
0
1
841
3
2021-01-11 15:21:39.280784
Good
No
Monthly
House
100
1,187,893
24
Male
28,672
Divorced
3
PhD
Unemployed
19.917482
Urban
Comprehensive
1
0
674
3
2021-03-06 15:21:39.259788
Good
No
Weekly
Apartment
1,797
1,187,894
60
Female
726
Divorced
1
Master's
null
19.924644
Urban
Premium
2
10
723
9
2021-05-03 15:21:39.155231
Good
No
Rarely
House
779
1,187,895
54
Female
1,707
Single
0
High School
Unemployed
8.871275
Rural
Premium
null
8
511
3
2023-09-16 15:21:39.119168
Poor
Yes
Rarely
House
714
1,187,896
47
Female
2,482
Divorced
1
High School
null
27.639461
Rural
Comprehensive
null
6
442
3
2020-06-27 15:21:39.143708
Average
No
Weekly
House
889
1,187,897
24
Male
38,916
Single
null
PhD
Unemployed
28.477553
Rural
Comprehensive
2
2
705
5
2023-11-11 15:21:39.237118
Poor
Yes
Daily
Condo
2,768
1,187,898
48
Male
42,356
Divorced
4
Master's
Employed
4.78149
Suburban
Basic
0
9
455
1
2021-06-17 15:21:39.237118
Average
Yes
Weekly
Condo
1,181
1,187,899
47
Male
7,631
Divorced
0
PhD
Self-Employed
7.912628
Rural
Comprehensive
2
13
521
2
2020-05-30 15:21:39.111551
Average
No
Monthly
House
1,089