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
1,176,900
56
Male
59,931
Single
3
Bachelor's
Self-Employed
8.486871
Suburban
Premium
2
11
823
1
2020-06-25 15:21:39.200452
Average
No
Daily
Condo
3,097
1,176,901
53
Male
6,095
Divorced
0
PhD
null
9.918952
Suburban
Basic
0
5
738
8
2020-06-29 15:21:39.155231
Good
Yes
Weekly
House
710
1,176,902
49
Male
16,245
Divorced
1
High School
Self-Employed
10.519895
Rural
Basic
2
8
772
7
2024-04-23 15:21:39.283783
Good
No
Daily
House
756
1,176,903
34
Female
59,500
Single
2
Master's
Self-Employed
37.908915
Urban
Basic
0
8
688
9
2021-06-21 15:21:39.167099
Good
No
Monthly
Condo
219
1,176,904
61
Female
4,933
Married
0
PhD
Unemployed
8.924743
Urban
Premium
3
8
635
8
2024-02-12 15:21:39.209847
Poor
Yes
Weekly
House
1,069
1,176,905
50
Male
44,949
Married
0
PhD
Unemployed
20.121294
Suburban
Comprehensive
2
12
692
7
2022-07-30 15:21:39.155231
null
No
Monthly
Condo
687
1,176,906
56
Male
10,197
Married
0
Bachelor's
Employed
16.084275
Suburban
Basic
1
17
null
7
2022-09-15 15:21:39.123711
Average
No
Rarely
Condo
627
1,176,907
54
Female
72,643
Divorced
4
PhD
Employed
20.908698
Rural
Basic
null
7
371
3
2020-01-14 15:21:39.191219
Average
Yes
Rarely
House
1,308
1,176,908
45
Male
73,821
Divorced
4
Bachelor's
null
17.407933
Urban
Comprehensive
3
5
554
3
2024-07-30 15:21:39.279729
Good
No
Daily
Apartment
141
1,176,909
31
Male
3,344
Married
1
Master's
null
21.928785
Urban
Basic
null
11
797
5
2023-05-17 15:21:39.170099
Poor
Yes
Weekly
Condo
2,446
1,176,910
39
Female
4,765
Single
4
Master's
Self-Employed
26.958987
Rural
Basic
0
1
432
2
2022-07-20 15:21:39.155231
Average
No
Rarely
House
48
1,176,911
51
Female
23,848
Single
3
Bachelor's
null
17.397602
Suburban
Basic
2
2
470
3
2024-04-27 15:21:39.151732
Average
No
Daily
Apartment
426
1,176,912
38
Female
14,894
Single
1
PhD
Employed
27.163901
Urban
Basic
2
3
593
7
2021-05-14 15:21:39.111551
Average
Yes
Rarely
Apartment
672
1,176,913
40
Male
10,022
Married
null
Bachelor's
Employed
34.684725
Urban
Basic
0
5
702
5
2023-10-26 15:21:39.170099
Good
No
Daily
House
1,077
1,176,914
23
Female
null
Divorced
3
Bachelor's
Self-Employed
39.228959
Rural
Comprehensive
3
17
561
4
2021-07-31 15:21:39.167099
Poor
No
Monthly
Condo
213
1,176,915
55
Male
74,896
Single
1
PhD
Self-Employed
null
Suburban
Comprehensive
0
0
751
7
2021-02-15 15:21:39.180553
Good
No
Weekly
House
2,495
1,176,916
59
Male
109,883
Single
2
Master's
Unemployed
9.723555
Urban
Basic
1
6
765
9
2019-12-29 15:21:39.271453
Poor
No
Rarely
Condo
110
1,176,917
56
Male
16,076
Married
1
Bachelor's
Self-Employed
31.4868
Suburban
Premium
0
4
677
1
2023-03-18 15:21:39.126661
Poor
No
Monthly
House
3,036
1,176,918
60
Female
2,415
Divorced
1
Master's
Employed
38.30479
Rural
Premium
0
4
750
4
2021-10-06 15:21:39.189223
Good
No
Monthly
House
394
1,176,919
42
Female
null
Divorced
0
High School
null
33.542117
Suburban
Basic
null
3
null
7
2021-08-15 15:21:39.095696
Good
Yes
Weekly
House
161
1,176,920
33
Male
58,966
Single
0
Master's
Employed
12.534867
Rural
Basic
null
4
431
4
2023-09-17 15:21:39.134960
Good
Yes
Daily
Apartment
2,895
1,176,921
51
Male
53,793
Married
4
Bachelor's
Self-Employed
49.492254
Suburban
Premium
1
18
687
9
2021-12-22 15:21:39.221386
Poor
Yes
Weekly
House
406
1,176,922
23
Female
44,306
Married
2
PhD
null
6.644957
Urban
Comprehensive
0
1
551
5
2020-03-22 15:21:39.181605
Poor
Yes
Weekly
Condo
484
1,176,923
58
Female
57,136
Married
2
High School
Self-Employed
19.136624
Rural
Basic
0
19
809
2
2020-09-12 15:21:39.248098
Poor
No
Monthly
Apartment
228
1,176,924
42
Male
27,241
Divorced
1
Bachelor's
Unemployed
null
Suburban
Basic
1
12
null
6
2020-03-14 15:21:39.237118
Good
No
Monthly
Apartment
2,418
1,176,925
null
Male
88,988
Married
4
PhD
null
38.566181
Urban
Premium
1
11
510
9
2020-04-17 15:21:39.194829
Average
No
Weekly
Condo
50
1,176,926
45
Male
1,310
Single
null
Bachelor's
Unemployed
null
Suburban
Basic
1
19
753
8
2023-04-02 15:21:39.095696
Good
Yes
Daily
House
1,266
1,176,927
26
Female
97,719
Married
1
Master's
Employed
29.907304
Suburban
Premium
null
2
335
4
2024-08-15 15:21:39.223901
Poor
Yes
Rarely
Apartment
1,105
1,176,928
21
Female
17,891
Divorced
null
PhD
Self-Employed
16.797794
Urban
Basic
2
9
695
8
2022-03-10 15:21:39.182597
Poor
No
Rarely
House
749
1,176,929
22
Female
4,833
Single
2
PhD
Unemployed
9.162311
Urban
Basic
0
1
447
2
2020-02-10 15:21:39.155231
null
No
Weekly
Condo
1,328
1,176,930
51
Male
43,903
Married
4
High School
null
8.788694
Rural
Premium
1
19
null
8
2022-07-15 15:21:39.126661
Poor
No
Daily
Condo
523
1,176,931
27
Male
28,199
Divorced
3
High School
Unemployed
26.08461
Rural
Comprehensive
3
18
803
6
2023-08-16 15:21:39.257696
Good
Yes
Monthly
Apartment
816
1,176,932
49
Female
62,379
Single
3
High School
null
34.946305
Suburban
Basic
0
14
427
1
2023-11-06 15:21:39.134960
Good
No
Daily
House
1,138
1,176,933
59
Female
76,775
Single
1
Bachelor's
null
50.161388
Urban
Basic
0
10
595
8
2021-12-29 15:21:39.155231
null
Yes
Monthly
Apartment
1,432
1,176,934
57
Female
17,085
Divorced
2
Bachelor's
Employed
18.950036
Urban
Basic
0
4
785
1
2024-02-10 15:21:39.094752
Good
No
Weekly
House
1,524
1,176,935
45
Male
35,611
Single
2
PhD
null
39.988259
Urban
Premium
1
19
371
1
2021-09-10 15:21:39.237118
Poor
No
Rarely
House
1,544
1,176,936
26
Male
8,863
Single
4
PhD
null
22.622888
Rural
Basic
null
15
719
3
2020-03-20 15:21:39.134960
Good
No
Monthly
House
437
1,176,937
37
Female
102,959
Divorced
1
High School
null
15.845396
Urban
Comprehensive
2
16
400
6
2021-03-30 15:21:39.134960
Poor
Yes
Daily
Apartment
639
1,176,938
22
Female
18,472
Single
1
Master's
null
17.924493
Suburban
Premium
3
9
821
5
2021-05-21 15:21:39.108562
Average
No
Monthly
Condo
1,875
1,176,939
27
Female
5,831
Married
4
Master's
Unemployed
6.554682
Rural
Comprehensive
0
8
587
7
2021-01-20 15:21:39.168099
Poor
Yes
Weekly
Apartment
736
1,176,940
38
Female
627
Married
3
Bachelor's
Self-Employed
19.133081
Suburban
Basic
4
7
506
1
2020-01-11 15:21:39.107553
Good
Yes
Rarely
Apartment
647
1,176,941
23
Male
25,913
Married
3
PhD
null
14.566103
Urban
Basic
3
15
487
8
2022-03-24 15:21:39.155231
Good
Yes
Monthly
House
654
1,176,942
33
Female
6,903
Single
2
Bachelor's
Self-Employed
35.791128
Urban
Comprehensive
1
12
473
8
2024-07-22 15:21:39.182597
Poor
Yes
Monthly
Apartment
1,944
1,176,943
60
Male
10,700
Single
2
PhD
Unemployed
38.934689
Urban
Premium
1
8
null
5
2021-04-23 15:21:39.168099
Good
No
Daily
House
346
1,176,944
27
Female
17,092
Married
4
Master's
null
9.056366
Suburban
Comprehensive
1
0
516
7
2020-03-18 15:21:39.207847
Poor
Yes
Rarely
House
812
1,176,945
29
Female
59,842
Single
4
Master's
Employed
52.698613
Rural
Premium
null
3
659
4
2019-11-22 15:21:39.206847
Good
Yes
Weekly
House
1,310
1,176,946
27
Female
518
Married
3
High School
Employed
null
Rural
Basic
0
8
657
3
2021-06-01 15:21:39.155231
Good
Yes
Rarely
House
566
1,176,947
46
Female
35,454
Divorced
2
Master's
null
36.82433
Urban
Basic
2
0
718
7
2020-01-16 15:21:39.172097
null
No
Rarely
House
1,557
1,176,948
57
Female
6,935
Single
3
High School
Unemployed
null
Suburban
Basic
1
4
null
7
2021-01-01 15:21:39.192212
Good
Yes
Monthly
Apartment
2,620
1,176,949
54
Female
5,006
Married
1
Bachelor's
Employed
15.947268
Urban
Basic
0
5
825
6
2020-05-20 15:21:39.229482
Good
No
Daily
House
1,698
1,176,950
30
Male
71,181
Married
2
PhD
Self-Employed
47.69167
Urban
Comprehensive
0
8
442
3
2021-08-20 15:21:39.095696
Good
Yes
Rarely
Condo
431
1,176,951
46
Female
27,241
Single
0
PhD
null
5.812203
Rural
Premium
null
2
578
1
2023-04-21 15:21:39.134960
Average
Yes
Rarely
Apartment
1,090
1,176,952
19
Female
16,560
Divorced
3
Bachelor's
null
24.894579
Urban
Premium
0
18
717
6
2020-08-14 15:21:39.096739
Good
Yes
Rarely
Condo
589
1,176,953
40
Male
null
Married
4
PhD
Unemployed
45.704846
Suburban
Basic
null
4
409
4
2022-12-23 15:21:39.222387
Good
Yes
Monthly
House
583
1,176,954
53
Male
3,925
Married
1
PhD
Self-Employed
37.814648
Urban
Basic
4
9
null
9
2019-12-06 15:21:39.213373
Poor
No
Rarely
Apartment
36
1,176,955
20
Female
67,439
Married
4
High School
Unemployed
5.993453
Urban
Comprehensive
null
9
404
1
2024-05-23 15:21:39.134960
Poor
Yes
Rarely
House
1,099
1,176,956
36
Male
27,048
Single
0
Bachelor's
Employed
10.898252
Rural
Basic
null
9
544
1
2021-09-25 15:21:39.102694
Good
No
Weekly
Condo
326
1,176,957
64
Male
35,311
Married
null
Master's
Self-Employed
18.934792
Rural
Basic
0
14
467
3
2021-03-19 15:21:39.182597
Poor
Yes
Weekly
House
101
1,176,958
32
Female
16,861
Single
4
Master's
Self-Employed
null
Suburban
Premium
null
18
591
7
2022-12-25 15:21:39.180553
Average
No
Rarely
Condo
597
1,176,959
56
Male
9,092
Divorced
0
PhD
null
19.231486
Urban
Comprehensive
0
11
818
5
2020-09-29 15:21:39.254678
Poor
No
Rarely
Apartment
486
1,176,960
62
Male
22,466
Single
2
PhD
null
18.913339
Rural
Premium
1
10
531
7
2022-02-08 15:21:39.155231
Good
Yes
Daily
Condo
872
1,176,961
31
Female
10,083
Married
2
Bachelor's
Unemployed
21.879807
Rural
Basic
1
18
383
3
2022-07-05 15:21:39.124659
Good
Yes
Weekly
Condo
476
1,176,962
61
Male
12,984
Single
3
High School
Employed
9.979179
Rural
Basic
null
7
null
3
2021-08-04 15:21:39.134960
Poor
Yes
Monthly
Apartment
282
1,176,963
63
Male
null
Single
0
Master's
Unemployed
7.865901
Suburban
Premium
0
16
425
4
2020-07-18 15:21:39.186212
Average
Yes
Weekly
Apartment
1,181
1,176,964
31
Male
22,772
Single
3
Master's
null
22.353411
Urban
Comprehensive
null
17
718
3
2022-12-04 15:21:39.126661
Good
Yes
Weekly
Apartment
175
1,176,965
26
Female
50,941
Divorced
3
High School
Employed
22.819295
Urban
Comprehensive
null
3
555
7
2022-08-13 15:21:39.102694
Poor
No
Daily
Apartment
376
1,176,966
62
Male
17,327
Single
2
Master's
null
23.701045
Rural
Basic
1
14
511
9
2020-07-11 15:21:39.261856
Average
Yes
Rarely
House
173
1,176,967
37
Female
133,440
Married
0
Bachelor's
Self-Employed
50.642672
Rural
Basic
0
9
777
6
2022-08-11 15:21:39.134960
Good
No
Weekly
Condo
240
1,176,968
46
Male
6,834
Married
3
Master's
Employed
39.938156
Rural
Comprehensive
0
8
558
7
2022-06-13 15:21:39.281787
Poor
No
Monthly
Condo
696
1,176,969
48
Male
12,096
Married
1
PhD
Unemployed
41.606887
Rural
Comprehensive
1
15
641
8
2023-05-30 15:21:39.281787
Poor
No
Monthly
Condo
755
1,176,970
24
Male
36,034
Divorced
4
Master's
null
26.755224
Rural
Comprehensive
0
13
524
7
2019-12-19 15:21:39.134960
Poor
Yes
Monthly
Apartment
39
1,176,971
55
Male
104,763
Married
3
Bachelor's
Self-Employed
45.636132
Rural
Comprehensive
1
13
633
1
2021-08-03 15:21:39.167099
Good
No
Daily
House
381
1,176,972
33
Female
143,761
Married
2
Master's
Employed
null
Urban
Basic
0
17
565
8
2019-09-26 15:21:39.177724
null
Yes
Monthly
Condo
713
1,176,973
19
Female
28,897
Single
null
Bachelor's
null
19.638342
Rural
Comprehensive
null
2
766
4
2024-01-20 15:21:39.102694
Poor
Yes
Monthly
House
1,136
1,176,974
47
Male
17,087
Single
4
Master's
Unemployed
null
Suburban
Basic
null
7
566
4
2020-01-26 15:21:39.289099
Average
Yes
Weekly
Condo
710
1,176,975
56
Male
11,905
Single
null
Master's
Self-Employed
41.596859
Suburban
Basic
0
18
778
3
2023-12-19 15:21:39.231531
Poor
No
Monthly
House
662
1,176,976
63
Female
31,004
Married
4
Master's
null
36.933213
Rural
Basic
null
1
751
2
2022-12-01 15:21:39.237118
Good
No
Daily
Apartment
562
1,176,977
39
Female
59,611
Married
2
Master's
Unemployed
18.893579
Urban
Comprehensive
2
3
677
8
2022-06-04 15:21:39.237118
Good
No
Rarely
Apartment
3,276
1,176,978
53
Female
71,546
Married
0
Bachelor's
null
24.356657
Suburban
Basic
3
19
320
4
2022-08-07 15:21:39.237118
Poor
No
Monthly
House
705
1,176,979
55
Female
2,744
Married
2
High School
null
11.684855
Rural
Basic
1
6
430
7
2021-10-20 15:21:39.279729
Poor
Yes
Monthly
Apartment
1,607
1,176,980
49
Female
16,078
Divorced
4
Bachelor's
Unemployed
20.590889
Suburban
Premium
3
2
749
8
2021-12-13 15:21:39.134960
null
No
Weekly
House
1,237
1,176,981
35
Male
133,932
Married
1
Bachelor's
Self-Employed
52.897747
Urban
Comprehensive
2
1
848
4
2023-06-27 15:21:39.091080
Average
No
Weekly
Condo
2,734
1,176,982
52
Female
18,069
Divorced
4
PhD
Self-Employed
40.530768
Urban
Premium
null
12
545
5
2024-04-13 15:21:39.265513
Average
No
Rarely
Condo
1,368
1,176,983
32
Female
43,970
null
2
PhD
Self-Employed
13.73768
Rural
Basic
1
5
516
4
2023-10-28 15:21:39.132191
Average
Yes
Monthly
Condo
485
1,176,984
19
Male
16,886
Single
1
Master's
Self-Employed
17.169631
Rural
Comprehensive
1
5
578
3
2019-12-25 15:21:39.187211
Good
No
Daily
Apartment
449
1,176,985
35
Male
18,084
Single
null
Master's
null
36.182049
Suburban
Comprehensive
1
1
687
8
2022-06-17 15:21:39.121169
Good
No
Weekly
Condo
1,073
1,176,986
35
Male
5,079
Married
4
PhD
Employed
42.918108
Suburban
Comprehensive
0
13
758
9
2021-10-12 15:21:39.197445
Average
No
Daily
Apartment
1,507
1,176,987
56
Female
136,820
Divorced
1
Master's
Employed
41.90319
Urban
Comprehensive
1
2
684
8
2019-08-18 15:21:39.282785
Poor
Yes
Weekly
Condo
38
1,176,988
42
Male
30,981
Single
4
Bachelor's
Self-Employed
31.590099
Suburban
Comprehensive
null
9
406
7
2019-10-04 15:21:39.085129
Poor
No
Weekly
House
642
1,176,989
47
Male
35,692
Single
null
PhD
null
43.939075
Suburban
Basic
1
9
750
6
2023-06-22 15:21:39.155231
Average
Yes
Rarely
Condo
826
1,176,990
28
Male
25,602
Married
4
Bachelor's
Self-Employed
21.586111
Rural
Basic
1
17
530
3
2020-01-11 15:21:39.130190
null
Yes
Monthly
House
1,595
1,176,991
50
Female
39,803
Married
0
Master's
Employed
10.913281
Urban
Premium
1
14
null
7
2020-02-16 15:21:39.155231
Poor
Yes
Weekly
Apartment
2,140
1,176,992
24
Male
1,288
Single
2
PhD
Self-Employed
34.937954
Urban
Basic
2
7
476
8
2022-10-17 15:21:39.082499
Poor
No
Monthly
House
714
1,176,993
47
Female
105,939
Married
2
Master's
Unemployed
35.896358
Urban
Comprehensive
null
0
416
2
2022-09-29 15:21:39.155231
Good
Yes
Daily
House
1,125
1,176,994
18
Female
35,153
Married
0
Master's
Employed
21.812275
Rural
Basic
null
13
null
1
2020-10-21 15:21:39.120168
Average
Yes
Weekly
House
1,591
1,176,995
29
Male
4,381
Divorced
4
Master's
Self-Employed
15.161368
Suburban
Basic
0
17
486
1
2022-06-01 15:21:39.237118
Poor
No
Rarely
Apartment
1,581
1,176,996
32
Female
27,776
Single
4
PhD
Employed
24.568518
Suburban
Comprehensive
null
10
722
3
2019-12-31 15:21:39.151732
Average
Yes
Daily
Condo
569
1,176,997
59
Female
3,258
Married
0
Bachelor's
null
30.285079
Suburban
Comprehensive
3
11
728
9
2022-12-18 15:21:39.272456
Poor
Yes
Rarely
Condo
3,034
1,176,998
30
Female
30,668
Divorced
0
Master's
Employed
10.281136
Rural
Comprehensive
null
8
665
9
2024-05-12 15:21:39.124659
Good
No
Monthly
Apartment
23
1,176,999
53
Male
6,968
Divorced
4
PhD
Unemployed
7.142814
Urban
Comprehensive
0
16
335
4
2022-05-24 15:21:39.214388
Average
Yes
Daily
House
649