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
1,161,800
42
Male
null
Single
4
Master's
Employed
12.996521
Urban
Basic
null
12
765
7
2019-10-17 15:21:39.133866
Poor
No
Monthly
Condo
348
1,161,801
48
Female
3,749
Married
1
Bachelor's
Self-Employed
15.682078
Urban
Basic
1
7
502
4
2023-03-18 15:21:39.244069
Good
Yes
Monthly
Apartment
2,698
1,161,802
45
Female
29,082
Single
2
High School
Unemployed
13.977914
Urban
Basic
0
7
695
8
2023-03-22 15:21:39.278180
Poor
No
Weekly
Apartment
781
1,161,803
18
Female
76,681
Divorced
0
PhD
Self-Employed
37.857945
Suburban
Comprehensive
0
7
635
5
2022-09-22 15:21:39.111551
Average
Yes
Monthly
Condo
87
1,161,804
39
Female
null
null
4
Bachelor's
null
10.87849
Suburban
Basic
null
12
803
8
2022-03-31 15:21:39.186212
null
Yes
Weekly
House
1,553
1,161,805
45
Female
20,171
Married
4
High School
null
40.904361
Suburban
Premium
1
4
562
4
2021-10-20 15:21:39.121169
Good
No
Monthly
Apartment
136
1,161,806
23
Male
18,242
Divorced
1
Bachelor's
Self-Employed
16.857154
Rural
Basic
0
15
395
8
2024-07-16 15:21:39.175719
Poor
Yes
Monthly
Condo
1,993
1,161,807
58
Male
8,721
Single
2
Bachelor's
Unemployed
21.173333
Rural
Premium
0
19
469
9
2023-02-15 15:21:39.272456
Poor
Yes
Daily
House
78
1,161,808
35
Female
122,577
null
0
Bachelor's
Employed
13.443377
Urban
Premium
1
8
638
3
2019-12-18 15:21:39.247098
Good
No
Monthly
House
112
1,161,809
56
Female
44,964
Single
0
High School
null
13.451913
Suburban
Basic
0
10
528
2
2020-08-04 15:21:39.254678
Poor
Yes
Rarely
Condo
813
1,161,810
62
Female
25,293
Married
0
High School
Self-Employed
24.777588
Rural
Premium
0
17
530
1
2023-10-25 15:21:39.199447
Good
No
Monthly
House
34
1,161,811
40
Female
3,749
Married
3
Master's
Self-Employed
9.15694
Urban
Comprehensive
4
11
704
9
2020-03-27 15:21:39.222387
Poor
Yes
Daily
House
2,160
1,161,812
52
Male
88,417
Divorced
3
PhD
Self-Employed
3.98677
Rural
Basic
null
5
361
7
2022-10-07 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,224
1,161,813
26
Male
18,280
Divorced
2
Bachelor's
Self-Employed
20.955892
Rural
Comprehensive
0
11
null
8
2023-02-20 15:21:39.130190
Average
No
Weekly
Apartment
2,479
1,161,814
57
Male
null
Single
1
Bachelor's
Employed
4.889767
Rural
Premium
0
19
390
3
2022-02-13 15:21:39.230483
Poor
No
Weekly
Condo
973
1,161,815
21
Female
5,937
Married
1
PhD
Employed
28.895899
Suburban
Basic
1
2
null
7
2024-04-16 15:21:39.171102
Poor
No
Rarely
Apartment
882
1,161,816
44
Male
44,959
Married
3
High School
Self-Employed
25.96469
Rural
Basic
4
10
846
9
2022-06-10 15:21:39.282785
Good
Yes
Daily
Condo
993
1,161,817
31
Male
66,524
Divorced
3
High School
null
15.374563
Urban
Premium
1
9
833
6
2022-12-12 15:21:39.155231
null
No
Daily
Apartment
2,172
1,161,818
61
Male
45,934
Single
null
PhD
Self-Employed
13.684089
Rural
Premium
null
12
511
4
2024-01-31 15:21:39.237118
Average
Yes
Weekly
House
466
1,161,819
33
Male
3,971
Divorced
3
Master's
Self-Employed
21.987981
Rural
Premium
null
8
716
6
2023-11-15 15:21:39.126661
null
Yes
Rarely
Apartment
728
1,161,820
26
Female
38,969
Married
2
High School
Self-Employed
9.423948
Urban
Premium
1
2
463
7
2023-06-18 15:21:39.237118
Good
No
Monthly
House
609
1,161,821
19
Male
67,823
Married
0
High School
Unemployed
4.638127
Suburban
Basic
0
16
766
9
2024-07-14 15:21:39.081504
Good
No
Rarely
Apartment
100
1,161,822
25
Male
64,530
Divorced
0
High School
Unemployed
46.389828
Rural
Premium
null
14
472
7
2020-11-28 15:21:39.134960
Average
No
Monthly
Condo
3,942
1,161,823
46
Female
83,871
Married
2
PhD
Self-Employed
31.002383
Urban
Comprehensive
0
1
431
4
2020-08-12 15:21:39.134960
Good
No
Weekly
Apartment
461
1,161,824
44
Female
27,562
Married
3
PhD
null
37.958147
Suburban
Basic
null
17
564
3
2021-05-12 15:21:39.274993
Poor
No
Weekly
House
1,022
1,161,825
29
Female
18,405
Married
0
PhD
Self-Employed
28.881314
Rural
Premium
1
13
542
9
2023-06-28 15:21:39.174719
Good
No
Daily
House
30
1,161,826
64
Male
43,512
Divorced
1
Bachelor's
null
21.818472
Rural
Basic
null
1
816
6
2020-08-15 15:21:39.155231
Average
Yes
Monthly
Condo
256
1,161,827
55
Male
24,991
Married
1
Bachelor's
Unemployed
17.879318
Urban
Comprehensive
1
17
781
1
2020-05-16 15:21:39.272456
Good
No
Monthly
Apartment
1,173
1,161,828
40
Male
89,852
Married
0
Bachelor's
Self-Employed
49.894475
Urban
Basic
0
19
785
1
2022-05-20 15:21:39.081504
Poor
Yes
Monthly
Apartment
2,380
1,161,829
35
Male
23,725
Divorced
4
PhD
null
44.335983
Suburban
Comprehensive
0
2
641
7
2021-12-27 15:21:39.236064
Good
No
Daily
House
423
1,161,830
25
Female
30,674
Married
3
Master's
Self-Employed
20.686618
Urban
Premium
null
18
693
6
2024-01-04 15:21:39.278402
Average
Yes
Monthly
House
1,111
1,161,831
55
Male
38,969
Married
3
Bachelor's
Self-Employed
15.160165
Suburban
Comprehensive
2
0
648
6
2020-12-29 15:21:39.233485
Poor
Yes
Daily
Apartment
517
1,161,832
64
Male
17,883
Divorced
1
PhD
null
null
Rural
Basic
1
14
694
4
2023-05-04 15:21:39.278180
Good
Yes
Daily
House
762
1,161,833
36
Female
22,857
Single
3
PhD
Unemployed
42.281606
Rural
Premium
1
12
668
4
2020-11-27 15:21:39.175719
Good
No
Daily
House
123
1,161,834
21
Male
null
Married
4
Master's
Employed
9.902805
Suburban
Basic
0
1
393
1
2020-08-26 15:21:39.237118
Poor
Yes
Weekly
Apartment
25
1,161,835
25
Male
103,494
Married
1
High School
Self-Employed
17.86854
Urban
Premium
null
19
705
9
2021-11-26 15:21:39.155231
Poor
Yes
Weekly
Apartment
101
1,161,836
32
Male
16,210
Married
4
High School
null
41.902199
Rural
Comprehensive
1
18
796
8
2020-06-03 15:21:39.134960
Average
Yes
Daily
Apartment
1,255
1,161,837
60
Male
33,174
Single
1
Bachelor's
Self-Employed
36.62278
Suburban
Premium
0
16
750
7
2022-12-09 15:21:39.145732
Good
No
Rarely
House
946
1,161,838
61
Male
45,765
Married
null
PhD
Unemployed
9.986922
Suburban
Premium
2
3
722
8
2023-05-10 15:21:39.182597
Average
Yes
Monthly
House
718
1,161,839
30
Male
52,386
Divorced
0
Bachelor's
Employed
null
Rural
Premium
1
1
523
5
2022-08-11 15:21:39.176717
null
Yes
Monthly
Condo
28
1,161,840
30
Male
49,846
Divorced
0
Master's
null
6.792627
Rural
Basic
1
0
381
4
2023-07-12 15:21:39.102694
Average
No
Daily
House
478
1,161,841
48
Male
806
Married
2
Bachelor's
Self-Employed
25.389631
Urban
Basic
null
15
498
5
2023-03-29 15:21:39.092127
Average
Yes
Monthly
Condo
1,320
1,161,842
44
Male
5,050
Single
0
Bachelor's
Unemployed
33.796231
Suburban
Comprehensive
null
16
461
9
2022-07-25 15:21:39.105504
Poor
No
Daily
House
1,052
1,161,843
55
Female
53,957
Married
4
High School
Employed
3.881512
Urban
Premium
3
19
346
2
2023-08-03 15:21:39.155231
Poor
No
Weekly
Apartment
171
1,161,844
50
Male
24,562
Married
0
PhD
Self-Employed
14.848143
Suburban
Basic
0
6
818
9
2022-05-03 15:21:39.194829
Poor
Yes
Monthly
Condo
537
1,161,845
44
Female
17,375
Divorced
4
Bachelor's
Self-Employed
22.737507
Urban
Comprehensive
0
8
478
4
2024-06-23 15:21:39.186212
Average
No
Rarely
Condo
1,101
1,161,846
60
Male
9,003
Single
2
Bachelor's
Unemployed
3.174582
Suburban
Comprehensive
0
10
762
9
2022-10-23 15:21:39.124659
Poor
Yes
Weekly
Apartment
401
1,161,847
51
Male
24,486
Single
1
PhD
Unemployed
10.66476
Urban
Basic
1
8
796
9
2020-12-09 15:21:39.246098
Poor
Yes
Monthly
Apartment
25
1,161,848
42
Male
72,300
Married
0
PhD
null
29.938693
Urban
Basic
2
5
738
3
2020-04-14 15:21:39.273973
Poor
Yes
Monthly
Apartment
26
1,161,849
27
Female
36,102
Married
2
Master's
Employed
null
Rural
Premium
null
2
785
4
2021-12-12 15:21:39.237118
Average
Yes
Weekly
House
855
1,161,850
19
Male
45,758
Married
null
Bachelor's
null
26.84057
Rural
Premium
3
8
553
5
2020-04-25 15:21:39.288099
Good
No
Daily
Condo
1,327
1,161,851
22
Male
4,569
Single
3
PhD
Employed
null
Urban
Comprehensive
1
3
495
5
2021-08-18 15:21:39.189223
Average
Yes
Rarely
Condo
722
1,161,852
53
Male
null
Single
3
High School
Employed
17.996966
Urban
Premium
1
1
406
8
2024-06-30 15:21:39.254678
Poor
No
Weekly
House
821
1,161,853
64
Male
35,644
Married
3
Bachelor's
Employed
45.493595
Suburban
Basic
0
2
653
6
2023-11-07 15:21:39.134960
Poor
Yes
Daily
House
562
1,161,854
57
Female
132,044
Single
0
PhD
Employed
44.936908
Suburban
Basic
0
8
766
7
2022-01-01 15:21:39.187211
Poor
No
Daily
House
91
1,161,855
58
Male
71,573
Married
0
High School
Unemployed
11.751033
Suburban
Premium
3
16
529
2
2019-09-07 15:21:39.155231
Good
No
Daily
Apartment
1,961
1,161,856
38
Female
18,442
Married
4
High School
null
33.176955
Suburban
Comprehensive
1
16
null
7
2023-06-07 15:21:39.155231
Poor
Yes
Monthly
House
1,617
1,161,857
38
Male
74,732
Single
1
Bachelor's
Unemployed
39.927886
Suburban
Comprehensive
1
14
716
5
2023-09-03 15:21:39.188220
Average
Yes
Daily
House
101
1,161,858
57
Male
15,962
Single
3
Bachelor's
Employed
30.566732
Urban
Comprehensive
2
10
513
2
2022-07-20 15:21:39.285112
Poor
No
Rarely
Apartment
1,298
1,161,859
39
Male
91,329
Married
2
High School
null
34.922322
Suburban
Comprehensive
0
13
397
8
2020-01-30 15:21:39.155231
Poor
Yes
Rarely
House
532
1,161,860
55
Female
18,814
Married
3
Bachelor's
null
20.141856
Urban
Premium
1
15
546
7
2020-06-12 15:21:39.155231
Average
Yes
Monthly
Condo
2,520
1,161,861
52
Male
27,383
Divorced
2
Master's
Employed
22.084976
Suburban
Basic
1
4
null
1
2020-05-30 15:21:39.146733
Average
Yes
Rarely
House
1,104
1,161,862
34
Female
24,229
Divorced
3
High School
null
26.957863
Rural
Basic
2
18
611
9
2022-02-04 15:21:39.093681
Average
No
Rarely
Apartment
2,063
1,161,863
60
Male
28,321
Married
2
Master's
Unemployed
11.438545
Rural
Comprehensive
null
0
658
1
2022-08-07 15:21:39.179186
Good
Yes
Daily
Condo
556
1,161,864
47
Male
26,953
Single
0
High School
null
48.39141
Urban
Comprehensive
1
7
null
8
2022-10-15 15:21:39.171102
Good
Yes
Weekly
Apartment
1,215
1,161,865
32
Female
18,051
Married
0
Bachelor's
null
18.086905
Rural
Premium
1
13
751
8
2022-01-01 15:21:39.155231
Poor
No
Monthly
House
1,073
1,161,866
60
Male
95,824
Married
4
High School
Employed
18.846606
Suburban
Basic
2
0
788
5
2020-06-18 15:21:39.208842
Poor
Yes
Daily
House
1,938
1,161,867
36
Female
16,087
Single
null
High School
Unemployed
32.534648
Suburban
Comprehensive
1
12
834
3
2022-04-06 15:21:39.102694
Average
Yes
Rarely
House
446
1,161,868
38
Female
34,993
Single
3
Master's
null
44.106958
Rural
Premium
0
3
303
5
2023-10-09 15:21:39.176717
Good
Yes
Weekly
House
2,785
1,161,869
28
Female
null
Married
1
PhD
null
50.640159
Urban
Basic
1
9
748
6
2022-01-04 15:21:39.082499
Average
Yes
Rarely
Apartment
97
1,161,870
27
Male
26,603
Divorced
3
PhD
Employed
35.945868
Urban
Comprehensive
1
9
null
4
2021-10-01 15:21:39.120168
Average
Yes
Rarely
Condo
225
1,161,871
26
Female
25,481
Married
3
Bachelor's
null
15.371726
Urban
Basic
null
3
790
5
2022-10-31 15:21:39.134960
Average
Yes
Weekly
Condo
563
1,161,872
null
Male
35,786
Single
1
Bachelor's
Unemployed
32.441444
Suburban
Basic
0
10
412
9
2020-08-21 15:21:39.261856
Poor
Yes
Rarely
House
1,851
1,161,873
48
Male
11,906
Single
1
PhD
null
44.272843
Urban
Comprehensive
null
13
687
3
2020-01-31 15:21:39.082499
null
Yes
Rarely
Apartment
2,160
1,161,874
39
Female
5,393
Divorced
4
Bachelor's
Employed
21.67357
Suburban
Basic
0
17
530
9
2022-12-30 15:21:39.130190
Good
No
Weekly
House
1,911
1,161,875
49
Female
23,192
Married
4
Master's
Self-Employed
37.045907
Urban
Basic
1
10
625
8
2022-06-10 15:21:39.169102
Average
Yes
Rarely
Condo
4,613
1,161,876
53
Female
9,801
Single
0
Bachelor's
null
5.881048
Suburban
Comprehensive
null
4
null
1
2020-12-19 15:21:39.250151
Average
No
Daily
Condo
251
1,161,877
39
Male
452
Married
2
Bachelor's
Self-Employed
40.989815
Suburban
Basic
null
12
466
7
2024-03-28 15:21:39.120168
Poor
Yes
Daily
Apartment
1,580
1,161,878
53
Female
null
Single
4
High School
Unemployed
7.827696
Urban
Basic
5
14
778
5
2020-03-12 15:21:39.110557
Poor
Yes
Weekly
Condo
288
1,161,879
20
Male
3,645
Divorced
3
Master's
null
25.947722
Urban
Premium
0
1
null
2
2022-04-24 15:21:39.274993
Average
No
Daily
House
2,027
1,161,880
46
Male
35,467
Single
4
Master's
Self-Employed
39.155586
Rural
Comprehensive
null
11
816
3
2020-09-23 15:21:39.134960
Good
No
Weekly
Condo
1,377
1,161,881
21
Male
25,602
Divorced
null
High School
null
7.015547
Urban
Comprehensive
1
7
807
5
2023-11-14 15:21:39.176717
Poor
No
Weekly
Condo
1,804
1,161,882
41
Female
20,695
Single
4
Bachelor's
null
26.510415
Suburban
Premium
null
14
765
1
2021-04-15 15:21:39.259788
Average
No
Daily
Condo
1,883
1,161,883
38
Female
57,162
Single
4
Master's
Employed
40.854678
Urban
Comprehensive
1
16
465
1
2023-11-07 15:21:39.198406
Good
No
Rarely
Condo
26
1,161,884
59
Female
36,322
Divorced
4
PhD
Employed
35.161679
Urban
Comprehensive
0
7
553
5
2021-10-21 15:21:39.276901
Average
No
Rarely
House
583
1,161,885
38
Female
70,862
Single
3
Master's
Employed
14.934387
Suburban
Basic
0
11
495
3
2021-01-23 15:21:39.133866
Good
Yes
Monthly
House
2,520
1,161,886
49
Male
43,416
Married
4
Bachelor's
Unemployed
31.174291
Urban
Premium
1
11
848
7
2023-04-01 15:21:39.289099
Poor
Yes
Rarely
Condo
1,605
1,161,887
36
Male
50,939
Married
1
Master's
null
30.155889
Urban
Comprehensive
0
8
598
1
2020-08-31 15:21:39.237118
Good
Yes
Daily
House
203
1,161,888
48
Male
27,401
Single
1
High School
Employed
null
Rural
Basic
1
7
null
7
2023-10-16 15:21:39.134960
Good
No
Rarely
Condo
1,338
1,161,889
60
Female
25,863
Married
4
PhD
Self-Employed
20.95767
Rural
Premium
1
6
562
7
2020-07-04 15:21:39.190215
Poor
Yes
Monthly
House
1,056
1,161,890
24
Female
7,051
Married
1
Bachelor's
Self-Employed
12.967905
Urban
Basic
null
12
585
8
2024-06-15 15:21:39.248098
Average
No
Weekly
House
1,783
1,161,891
45
Female
82,923
Single
1
Master's
Unemployed
17.551451
Rural
Premium
null
5
602
3
2023-09-02 15:21:39.099739
Good
Yes
Daily
House
322
1,161,892
22
Male
43,762
Divorced
0
Master's
null
29.393832
Rural
Basic
0
9
725
3
2022-08-08 15:21:39.134960
Good
Yes
Daily
House
1,461
1,161,893
31
Male
16,085
Married
null
Bachelor's
Employed
9.878157
Rural
Premium
1
14
null
9
2023-10-21 15:21:39.261856
Poor
Yes
Rarely
House
1,327
1,161,894
25
Female
47,289
Married
1
PhD
Self-Employed
38.358031
Urban
Premium
4
10
702
5
2023-03-13 15:21:39.210805
Poor
Yes
Weekly
House
49
1,161,895
61
Male
4,359
Divorced
2
PhD
Employed
25.791229
Rural
Basic
null
5
414
9
2020-09-03 15:21:39.155231
Poor
No
Daily
Apartment
454
1,161,896
46
Male
14,093
Divorced
2
Bachelor's
Self-Employed
null
Rural
Comprehensive
1
9
547
1
2023-01-14 15:21:39.289099
Poor
Yes
Rarely
House
478
1,161,897
50
Male
18,297
Divorced
1
Bachelor's
Employed
16.839226
Rural
Premium
1
0
497
4
2021-08-16 15:21:39.092127
Poor
Yes
Daily
Condo
586
1,161,898
23
Female
34,797
Single
0
PhD
Unemployed
26.242239
Urban
Basic
0
5
485
1
2024-03-24 15:21:39.252145
Average
No
Weekly
House
684
1,161,899
33
Female
61,345
Married
1
PhD
Self-Employed
34.077055
Urban
Basic
null
8
327
2
2021-08-10 15:21:39.229482
Poor
No
Weekly
Condo
2,091