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
1,174,800
33
Female
51,115
Divorced
0
High School
null
15.064794
Rural
Comprehensive
null
19
382
9
2022-07-24 15:21:39.168099
Good
No
Weekly
Condo
1,484
1,174,801
null
Male
72,497
Divorced
3
High School
Self-Employed
null
Suburban
Basic
0
17
592
5
2021-05-11 15:21:39.134960
Poor
No
Monthly
Apartment
2,088
1,174,802
60
Female
4,766
Single
3
Master's
Self-Employed
null
Urban
Premium
0
0
761
6
2023-07-28 15:21:39.095696
Average
Yes
Weekly
Condo
1,758
1,174,803
40
Male
44,656
Single
0
High School
Unemployed
30.285099
Suburban
Basic
1
13
546
4
2023-11-27 15:21:39.171102
Good
No
Daily
Condo
1,348
1,174,804
27
Male
25,228
Divorced
4
Bachelor's
Unemployed
11.544938
Urban
Premium
1
2
519
4
2023-12-20 15:21:39.134960
Average
Yes
Weekly
Condo
908
1,174,805
46
Female
53,472
Divorced
0
High School
Self-Employed
19.716922
Suburban
Premium
null
11
null
4
2024-04-07 15:21:39.168099
Poor
No
Monthly
House
233
1,174,806
55
Male
5,035
Single
null
High School
Self-Employed
41.715407
Suburban
Basic
1
15
776
9
2020-03-24 15:21:39.246098
Poor
No
Rarely
Condo
2,188
1,174,807
40
Female
36,680
Divorced
1
High School
Unemployed
39.504907
Suburban
Basic
1
9
809
6
2024-01-17 15:21:39.191219
Good
Yes
Weekly
Apartment
811
1,174,808
37
Female
141,425
Single
0
Master's
Employed
6.48125
Rural
Premium
0
4
439
3
2023-02-23 15:21:39.170099
Good
No
Rarely
House
1,304
1,174,809
37
Female
658
Married
4
Bachelor's
Self-Employed
19.826108
Urban
Comprehensive
2
14
563
8
2020-09-06 15:21:39.248098
Good
No
Monthly
Condo
1,284
1,174,810
58
Female
1,134
Divorced
3
Master's
Unemployed
35.28695
Rural
Comprehensive
2
18
794
6
2021-08-04 15:21:39.119168
Good
Yes
Monthly
House
2,826
1,174,811
56
Female
36,255
Divorced
4
High School
null
9.244529
Suburban
Comprehensive
null
10
819
1
2020-11-08 15:21:39.237118
Poor
No
Monthly
House
981
1,174,812
46
Female
18,081
Divorced
3
High School
Unemployed
null
Rural
Basic
0
17
768
1
2024-06-01 15:21:39.207847
Good
Yes
Rarely
Apartment
928
1,174,813
29
Male
4,737
Single
4
Master's
Unemployed
35.556514
Urban
Premium
1
19
349
9
2021-07-20 15:21:39.221386
Poor
No
Monthly
House
785
1,174,814
50
Female
null
Divorced
4
PhD
Employed
18.583334
Urban
Basic
1
16
382
7
2024-05-16 15:21:39.205850
Good
No
Weekly
Condo
605
1,174,815
50
Male
909
Married
3
Master's
null
6.011842
Suburban
Premium
null
15
336
1
2022-02-20 15:21:39.270454
Poor
No
Daily
Apartment
451
1,174,816
27
Male
4,306
Single
0
Master's
null
19.446084
Suburban
Basic
4
19
401
9
2021-10-31 15:21:39.283783
Good
No
Weekly
House
977
1,174,817
28
Male
39,053
Single
null
Master's
null
21.569887
Rural
Basic
3
11
842
7
2020-03-29 15:21:39.237118
Good
Yes
Rarely
Condo
1,423
1,174,818
54
Male
38,405
Single
null
Bachelor's
Self-Employed
13.98146
Suburban
Premium
null
1
670
5
2021-09-19 15:21:39.134960
Good
No
Rarely
Condo
1,127
1,174,819
21
Male
3,068
Divorced
0
High School
null
43.688401
Rural
Basic
null
16
564
2
2024-07-29 15:21:39.287115
Good
No
Rarely
Apartment
2,293
1,174,820
19
Male
46,247
Single
null
High School
null
7.069071
Suburban
Comprehensive
null
17
711
1
2021-07-04 15:21:39.220389
Average
Yes
Weekly
Condo
742
1,174,821
32
Male
29,063
Married
3
High School
null
28.07965
Urban
Basic
0
6
629
4
2020-11-25 15:21:39.134960
Poor
Yes
Daily
Apartment
1,135
1,174,822
49
Female
23,075
Married
1
PhD
Employed
26.868694
Rural
Comprehensive
0
17
819
2
2019-09-25 15:21:39.193945
Good
No
Monthly
Condo
177
1,174,823
55
Male
2,820
Divorced
2
Bachelor's
Self-Employed
42.173611
Urban
Comprehensive
2
18
641
7
2024-07-16 15:21:39.192212
Average
Yes
Weekly
Condo
38
1,174,824
34
Female
85,867
Divorced
3
Master's
Employed
24.261923
Urban
Comprehensive
2
3
622
1
2021-05-31 15:21:39.172097
Average
Yes
Daily
Apartment
24
1,174,825
41
Male
46,291
Divorced
2
PhD
Self-Employed
31.570712
Suburban
Basic
null
19
668
4
2021-08-25 15:21:39.289099
Good
No
Daily
House
2,749
1,174,826
44
Female
109,929
Single
2
Bachelor's
Self-Employed
null
Urban
Basic
0
18
632
7
2020-02-24 15:21:39.134960
Average
No
Weekly
House
35
1,174,827
43
Female
24,188
Married
3
Master's
Unemployed
29.948521
Urban
Basic
2
5
522
1
2022-05-02 15:21:39.251142
Good
Yes
Weekly
Apartment
816
1,174,828
35
Female
27,863
Single
3
Bachelor's
null
null
Rural
Basic
null
0
null
4
2019-10-05 15:21:39.237118
Poor
No
Daily
Condo
765
1,174,829
50
Male
null
Single
2
Bachelor's
Self-Employed
15.065204
Suburban
Basic
1
15
740
3
2020-01-30 15:21:39.267454
Good
Yes
Monthly
Condo
261
1,174,830
21
Female
28,126
Divorced
null
Bachelor's
Unemployed
26.385764
Suburban
Comprehensive
1
15
538
7
2024-03-17 15:21:39.221386
Poor
No
Weekly
Condo
854
1,174,831
35
Male
11,038
Divorced
2
Bachelor's
null
21.982318
Urban
Comprehensive
2
14
458
5
2020-02-05 15:21:39.155231
Average
Yes
Rarely
Condo
1,342
1,174,832
27
Female
38,408
Married
1
PhD
Employed
15.843228
Suburban
Premium
null
6
626
5
2024-07-02 15:21:39.148733
Poor
No
Daily
Apartment
255
1,174,833
46
Female
18,442
Single
3
High School
Unemployed
13.41377
Suburban
Comprehensive
null
2
585
2
2022-09-01 15:21:39.134960
Average
No
Rarely
Apartment
922
1,174,834
54
Male
7,076
Single
2
Master's
Self-Employed
17.817651
Suburban
Comprehensive
null
5
494
1
2020-10-23 15:21:39.134960
Poor
Yes
Rarely
House
963
1,174,835
49
Male
18,759
Divorced
3
High School
Employed
32.293677
Rural
Basic
null
6
609
8
2024-07-29 15:21:39.224915
Good
Yes
Rarely
Apartment
1,513
1,174,836
27
Male
20,861
Single
3
Master's
Self-Employed
32.364036
Urban
Comprehensive
2
11
474
7
2019-12-15 15:21:39.155231
null
No
Daily
Condo
1,253
1,174,837
30
Male
16,891
Single
4
Bachelor's
Employed
39.091981
Suburban
Basic
0
19
627
4
2022-01-01 15:21:39.223901
Good
Yes
Monthly
Apartment
1,281
1,174,838
24
Male
51,811
Divorced
3
Bachelor's
Employed
26.786599
Suburban
Comprehensive
null
5
396
1
2021-04-28 15:21:39.236064
Good
Yes
Rarely
House
560
1,174,839
58
Male
27,692
Divorced
4
PhD
null
9.070825
Rural
Comprehensive
0
3
657
6
2021-04-21 15:21:39.134960
Poor
No
Rarely
House
37
1,174,840
37
Male
25,862
Divorced
2
PhD
Unemployed
23.792667
Urban
Premium
1
14
421
1
2022-03-30 15:21:39.221386
Good
Yes
Monthly
House
996
1,174,841
40
Female
21,193
Married
1
PhD
Employed
4.097555
Suburban
Basic
null
11
698
8
2024-07-28 15:21:39.244069
Average
Yes
Monthly
House
21
1,174,842
62
Female
28,223
Single
3
High School
Unemployed
42.907465
Suburban
Premium
2
14
764
6
2021-10-10 15:21:39.132191
Poor
No
Daily
Condo
81
1,174,843
55
Female
25,404
Divorced
2
Bachelor's
null
11.022927
Rural
Premium
null
17
553
8
2021-07-23 15:21:39.105504
Average
Yes
Daily
Apartment
1,435
1,174,844
54
Female
23,846
Married
4
PhD
Unemployed
3.924871
Rural
Premium
1
0
802
4
2023-04-08 15:21:39.106582
Average
Yes
Monthly
Apartment
238
1,174,845
30
Female
66,826
Married
0
Master's
null
29.928581
Urban
Premium
null
0
301
1
2020-09-29 15:21:39.134960
null
No
Monthly
House
707
1,174,846
55
Female
1,316
Divorced
0
PhD
null
12.827056
Rural
Premium
null
9
449
2
2021-01-08 15:21:39.237118
Average
Yes
Monthly
House
845
1,174,847
53
Female
43,266
Single
4
Bachelor's
Employed
6.78141
Suburban
Comprehensive
0
4
546
2
2022-06-15 15:21:39.096739
Poor
No
Rarely
House
1,526
1,174,848
20
Female
2,571
Divorced
3
Bachelor's
Self-Employed
27.146035
Rural
Basic
6
15
475
7
2020-06-18 15:21:39.194829
null
Yes
Daily
House
2,086
1,174,849
42
Female
66,038
Divorced
4
Master's
null
18.869648
Urban
Premium
0
17
343
6
2024-02-02 15:21:39.222387
Good
Yes
Monthly
Apartment
555
1,174,850
53
Male
32,529
Single
4
PhD
Unemployed
39.039443
Rural
Premium
0
7
585
7
2022-10-19 15:21:39.281787
Poor
No
Rarely
Apartment
2,636
1,174,851
19
Male
714
Single
0
Master's
Self-Employed
27.402604
Urban
Premium
0
14
573
3
2021-02-19 15:21:39.260856
Good
No
Monthly
Condo
33
1,174,852
51
Female
45,440
Single
0
Bachelor's
Unemployed
27.782763
Suburban
Comprehensive
null
10
846
8
2021-03-05 15:21:39.216387
Average
Yes
Daily
House
58
1,174,853
25
Female
37,332
Single
1
High School
null
25.795769
Rural
Premium
1
14
null
2
2021-02-03 15:21:39.229482
Average
No
Monthly
Condo
1,639
1,174,854
32
Male
70,637
Single
1
Bachelor's
Employed
33.892288
Urban
Comprehensive
null
3
393
7
2020-12-25 15:21:39.223901
Average
No
Rarely
Apartment
1,619
1,174,855
37
Male
16,073
Single
2
High School
Employed
24.63654
Rural
Basic
1
19
745
2
2021-01-15 15:21:39.086123
Poor
Yes
Weekly
Apartment
843
1,174,856
33
Male
18,795
Married
2
Bachelor's
null
23.923765
Suburban
Comprehensive
null
6
621
6
2024-06-14 15:21:39.194829
Poor
Yes
Monthly
House
473
1,174,857
24
Female
2,558
Divorced
3
PhD
Unemployed
37.068163
Urban
Premium
0
15
431
4
2022-12-28 15:21:39.105504
Good
No
Monthly
House
1,396
1,174,858
59
Male
12,054
Married
4
Master's
Employed
29.152747
Urban
Comprehensive
0
9
693
3
2024-01-29 15:21:39.258696
Average
No
Daily
House
874
1,174,859
28
Female
1,225
Married
3
Bachelor's
Unemployed
null
Rural
Premium
0
8
807
3
2020-12-18 15:21:39.254678
Good
No
Weekly
Condo
719
1,174,860
22
Male
2,304
Divorced
0
Master's
Employed
11.716174
Rural
Premium
2
10
511
4
2023-10-28 15:21:39.092127
Average
No
Monthly
House
411
1,174,861
23
Male
617
Single
0
High School
null
null
Suburban
Premium
2
3
611
4
2021-12-25 15:21:39.133866
Poor
Yes
Daily
Apartment
906
1,174,862
44
Female
36,193
Married
1
Master's
Employed
37.148961
Suburban
Basic
null
13
498
2
2022-06-13 15:21:39.155231
Poor
No
Monthly
House
705
1,174,863
19
Female
21,823
Married
1
High School
Employed
18.35406
Suburban
Basic
null
14
757
3
2022-08-19 15:21:39.226954
Poor
Yes
Daily
Apartment
1,215
1,174,864
27
Male
24,986
Divorced
null
Bachelor's
Employed
25.964453
Rural
Basic
0
9
548
2
2024-05-19 15:21:39.236064
Average
No
Monthly
House
1,604
1,174,865
40
Male
5,542
Married
3
Master's
Unemployed
36.058458
Rural
Basic
null
6
708
3
2020-07-13 15:21:39.134960
Poor
Yes
Weekly
Condo
1,318
1,174,866
32
Male
16,098
Single
1
High School
Self-Employed
23.824779
Suburban
Basic
0
1
485
7
2020-06-04 15:21:39.237118
Good
No
Monthly
Apartment
729
1,174,867
19
Female
878
Single
1
PhD
Self-Employed
23.764472
Rural
Premium
0
0
727
9
2023-05-25 15:21:39.120168
Good
Yes
Monthly
Condo
4,349
1,174,868
61
Female
3,065
Single
0
PhD
Employed
43.715574
Suburban
Premium
2
16
569
9
2023-05-08 15:21:39.263607
Poor
No
Rarely
Condo
527
1,174,869
50
Female
62,974
Single
0
Master's
null
44.294843
Rural
Basic
2
11
437
1
2021-10-31 15:21:39.218388
Average
No
Weekly
Condo
100
1,174,870
51
Female
87,512
Divorced
1
Bachelor's
Employed
6.18987
Suburban
Comprehensive
2
0
751
5
2022-06-30 15:21:39.134960
Good
No
Daily
House
1,873
1,174,871
18
Male
124,729
Married
2
Master's
Employed
26.640059
Suburban
Comprehensive
1
9
372
2
2020-07-03 15:21:39.179186
Average
No
Rarely
Condo
34
1,174,872
null
Male
30,876
Divorced
1
Bachelor's
Unemployed
29.708049
Rural
Comprehensive
1
16
687
2
2023-05-23 15:21:39.282785
Good
No
Monthly
House
626
1,174,873
51
Female
22,737
Divorced
3
High School
Employed
29.292146
Urban
Premium
0
12
571
7
2022-03-02 15:21:39.250151
Poor
No
Daily
Apartment
625
1,174,874
62
Male
19,313
Single
4
PhD
null
27.313767
Suburban
Premium
1
6
608
7
2024-01-30 15:21:39.281787
Poor
No
Rarely
Apartment
1,618
1,174,875
22
Female
5,857
Married
2
PhD
Self-Employed
39.520038
Rural
Comprehensive
1
5
479
1
2019-11-11 15:21:39.221386
Good
Yes
Rarely
Condo
897
1,174,876
33
Male
2,570
Married
3
Bachelor's
Self-Employed
25.907202
Urban
Comprehensive
0
11
526
4
2021-08-29 15:21:39.155231
Good
Yes
Daily
Apartment
318
1,174,877
28
Male
17,963
Married
null
PhD
Employed
10.569551
Suburban
Basic
2
13
438
8
2022-11-25 15:21:39.211806
Average
No
Rarely
Apartment
1,014
1,174,878
39
Female
16,863
Single
2
Bachelor's
Employed
26.782557
Suburban
Basic
0
4
null
2
2023-05-23 15:21:39.256696
Good
Yes
Weekly
Apartment
446
1,174,879
39
Male
92,048
Divorced
1
PhD
Unemployed
11.065401
Suburban
Premium
0
10
322
1
2023-12-22 15:21:39.290098
Average
Yes
Monthly
Apartment
1,017
1,174,880
43
Male
12,625
Married
2
High School
null
25.822892
Rural
Basic
2
10
558
1
2021-09-03 15:21:39.087123
Poor
Yes
Weekly
House
1,022
1,174,881
51
Male
111,062
Single
0
PhD
Self-Employed
10.581922
Suburban
Comprehensive
4
18
685
1
2022-09-17 15:21:39.173834
Poor
No
Rarely
Condo
3,118
1,174,882
47
Male
43,905
null
3
High School
null
15.143978
Suburban
Comprehensive
null
12
586
6
2019-10-22 15:21:39.134960
Poor
No
Monthly
Condo
577
1,174,883
56
Male
16,408
Married
2
Bachelor's
Unemployed
51.895156
Urban
Premium
1
2
null
3
2021-09-22 15:21:39.095696
Poor
No
Monthly
House
727
1,174,884
28
Female
15,688
Single
4
Bachelor's
Self-Employed
27.523539
Rural
Premium
1
4
560
6
2023-05-08 15:21:39.209847
Average
Yes
Weekly
Condo
1,803
1,174,885
27
Male
51,272
Divorced
1
High School
Self-Employed
31.125541
Suburban
Premium
2
6
440
8
2022-10-27 15:21:39.288099
Average
Yes
Monthly
Apartment
572
1,174,886
49
Male
122,881
Divorced
1
High School
null
4.053377
Suburban
Basic
2
0
713
3
2022-02-04 15:21:39.237118
Poor
Yes
Rarely
Apartment
3,074
1,174,887
43
Male
27,961
Single
0
Master's
Unemployed
17.92422
Suburban
Basic
0
14
682
9
2022-02-26 15:21:39.223901
Good
Yes
Weekly
Condo
222
1,174,888
22
Male
63,625
Divorced
1
PhD
Employed
27.393359
Suburban
Comprehensive
2
13
500
9
2020-06-14 15:21:39.282785
Good
No
Monthly
House
106
1,174,889
19
Female
25,776
Single
4
PhD
Unemployed
19.054908
Urban
Premium
1
13
null
2
2022-10-21 15:21:39.172097
Poor
No
Weekly
Condo
1,405
1,174,890
33
Male
56,514
Single
0
High School
Unemployed
25.233439
Urban
Basic
2
6
504
4
2024-03-15 15:21:39.226954
Poor
Yes
Weekly
Apartment
2,167
1,174,891
45
Female
null
Divorced
1
Bachelor's
null
17.184576
Rural
Comprehensive
null
8
null
4
2022-03-22 15:21:39.175719
Good
Yes
Monthly
House
50
1,174,892
37
Female
15,962
Married
4
High School
Unemployed
null
Suburban
Premium
0
9
335
6
2020-06-24 15:21:39.188220
Good
No
Monthly
Condo
1,172
1,174,893
47
Male
5,814
Divorced
3
Bachelor's
null
5.553412
Suburban
Basic
null
9
712
4
2023-07-17 15:21:39.155231
Average
Yes
Rarely
Condo
586
1,174,894
54
Female
16,791
Married
2
High School
Employed
11.646884
Urban
Premium
0
1
null
6
2024-01-02 15:21:39.081504
Poor
No
Rarely
Condo
1,204
1,174,895
53
Female
40,208
Married
0
Master's
Unemployed
20.938187
Suburban
Premium
2
14
507
4
2022-06-07 15:21:39.086123
Poor
Yes
Monthly
Apartment
1,059
1,174,896
48
Male
142,390
Single
2
High School
null
36.868797
Urban
Basic
1
8
314
6
2022-07-22 15:21:39.256696
Average
No
Monthly
Condo
712
1,174,897
57
Female
17,495
Single
3
Bachelor's
Employed
47.455068
Rural
Comprehensive
null
3
null
9
2020-03-24 15:21:39.172097
Poor
No
Weekly
Condo
1,038
1,174,898
19
Male
25,166
Divorced
3
Master's
Unemployed
19.544909
Rural
Comprehensive
2
14
821
3
2019-11-19 15:21:39.236064
Good
Yes
Daily
House
26
1,174,899
42
Male
827
Single
4
PhD
null
18.18079
Urban
Premium
0
3
452
9
2022-10-31 15:21:39.256696
Good
Yes
Rarely
House
979