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
1,177,800
26
Female
44,645
Divorced
1
High School
null
36.927021
Urban
Comprehensive
0
17
605
6
2022-08-09 15:21:39.183598
Poor
Yes
Daily
Condo
708
1,177,801
25
Female
18,644
Single
3
Master's
Self-Employed
9.433932
Rural
Premium
null
4
731
2
2020-07-15 15:21:39.237118
Poor
Yes
Daily
Condo
898
1,177,802
39
Female
130,175
Married
1
Master's
Employed
51.591937
Rural
Premium
2
18
391
6
2020-11-20 15:21:39.177724
Average
No
Monthly
Condo
2,851
1,177,803
53
Female
87,500
Married
4
PhD
null
20.665812
Urban
Premium
2
8
835
6
2020-08-10 15:21:39.214388
Poor
Yes
Daily
Condo
2,077
1,177,804
32
Female
29,055
Single
3
Bachelor's
Employed
13.576579
Suburban
Premium
null
16
481
3
2020-03-14 15:21:39.143708
Average
Yes
Weekly
Condo
28
1,177,805
43
Male
35,484
Divorced
0
Bachelor's
null
48.987897
Suburban
Comprehensive
1
0
776
8
2023-08-20 15:21:39.221386
Poor
No
Weekly
House
892
1,177,806
56
Male
122,740
Married
2
Bachelor's
Unemployed
36.788381
Rural
Comprehensive
null
10
382
4
2020-04-04 15:21:39.155231
Average
Yes
Daily
Condo
438
1,177,807
19
Female
54,511
Divorced
null
PhD
Self-Employed
47.038743
Suburban
Premium
2
3
710
2
2024-07-27 15:21:39.146733
Average
Yes
Daily
House
2,287
1,177,808
18
Female
823
Single
2
Master's
null
9.773621
Urban
Comprehensive
3
2
621
8
2019-08-22 15:21:39.222387
Poor
No
Daily
House
1,632
1,177,809
22
Female
61,345
Divorced
4
Master's
Employed
14.898636
Rural
Comprehensive
null
18
498
1
2024-01-15 15:21:39.134960
Good
Yes
Monthly
House
139
1,177,810
31
Male
14,892
Single
2
High School
Unemployed
42.326927
Suburban
Basic
1
8
null
6
2021-07-08 15:21:39.205850
Good
No
Daily
Condo
1,173
1,177,811
59
Male
12,102
Divorced
1
High School
Self-Employed
16.914921
Urban
Comprehensive
1
18
791
6
2024-04-07 15:21:39.252145
Poor
No
Weekly
Condo
2,265
1,177,812
23
Female
null
Divorced
2
Master's
Employed
51.567302
Urban
Comprehensive
3
0
633
9
2023-04-04 15:21:39.120168
Good
Yes
Rarely
Condo
828
1,177,813
24
Female
5,923
Single
0
High School
null
16.086803
Urban
Comprehensive
null
13
680
6
2022-05-21 15:21:39.187211
Poor
No
Weekly
Condo
1,559
1,177,814
41
Female
6,913
Single
2
High School
Unemployed
25.396301
Suburban
Comprehensive
1
8
407
8
2024-01-02 15:21:39.190215
Average
No
Rarely
House
1,062
1,177,815
50
Male
28,378
Single
null
Bachelor's
Unemployed
33.872197
Urban
Basic
0
12
513
4
2019-11-29 15:21:39.244069
Poor
Yes
Rarely
Condo
928
1,177,816
50
Female
469
Divorced
1
Bachelor's
null
11.514723
Urban
Basic
2
19
590
8
2020-05-15 15:21:39.165120
Average
No
Rarely
Apartment
907
1,177,817
44
Male
81,750
Married
2
Master's
Employed
40.738299
Urban
Basic
0
19
848
2
2021-01-30 15:21:39.126661
Good
No
Monthly
Apartment
363
1,177,818
26
Female
725
Married
4
Master's
null
null
Rural
Comprehensive
0
7
464
2
2024-01-14 15:21:39.134960
Good
No
Monthly
House
1,176
1,177,819
25
Male
17,852
Divorced
2
PhD
Employed
14.759376
Rural
Premium
0
14
691
3
2022-09-24 15:21:39.286113
Good
Yes
Rarely
House
1,053
1,177,820
45
Male
39,744
Married
4
Bachelor's
null
19.040825
Suburban
Basic
1
9
443
8
2021-12-09 15:21:39.124659
Poor
No
Rarely
Apartment
459
1,177,821
46
Female
3,997
Married
4
PhD
Self-Employed
44.611753
Rural
Basic
null
8
397
7
2020-01-31 15:21:39.288099
Good
Yes
Weekly
Apartment
1,111
1,177,822
50
Male
56,984
Single
0
High School
null
51.845998
Urban
Comprehensive
null
16
719
6
2021-03-18 15:21:39.214388
Poor
No
Monthly
House
1,170
1,177,823
41
Female
43,488
Single
null
Master's
Self-Employed
31.939863
Rural
Premium
null
13
801
6
2021-08-29 15:21:39.267454
Good
Yes
Weekly
House
446
1,177,824
48
Female
141,152
Single
4
Bachelor's
Self-Employed
6.814012
Rural
Premium
0
16
693
7
2023-10-07 15:21:39.083497
Average
No
Weekly
Apartment
139
1,177,825
34
Female
12,104
Single
0
Master's
Self-Employed
47.363638
Urban
Comprehensive
0
5
768
5
2021-08-31 15:21:39.086123
Average
No
Weekly
House
1,966
1,177,826
40
Male
24,552
Divorced
3
High School
null
33.937491
Rural
Premium
null
4
546
3
2020-06-16 15:21:39.095696
Poor
Yes
Weekly
House
554
1,177,827
23
Female
17,214
Single
0
Master's
null
43.014029
Urban
Comprehensive
0
11
577
9
2021-11-07 15:21:39.172097
Poor
No
Weekly
Apartment
422
1,177,828
38
Male
23,863
Divorced
3
High School
Unemployed
23.927655
Suburban
Premium
null
11
547
5
2020-01-16 15:21:39.155231
Good
No
Rarely
Apartment
589
1,177,829
19
Female
4,321
Divorced
1
PhD
null
28.786256
Urban
Basic
4
5
668
1
2021-10-11 15:21:39.194829
Average
Yes
Daily
Condo
979
1,177,830
61
Female
43,841
Divorced
0
Bachelor's
Unemployed
38.166514
Rural
Basic
0
8
812
5
2023-12-07 15:21:39.134960
Poor
No
Weekly
Condo
1,608
1,177,831
59
Male
14,200
Divorced
1
Master's
Unemployed
32.867349
Urban
Comprehensive
null
14
767
8
2024-06-25 15:21:39.272456
Good
Yes
Monthly
House
1,430
1,177,832
36
Male
17,347
Married
2
Master's
null
44.372634
Urban
Premium
0
4
342
3
2022-03-08 15:21:39.264504
Average
No
Weekly
Condo
2,792
1,177,833
20
Female
57,789
Single
4
High School
Self-Employed
38.83431
Suburban
Basic
null
15
740
3
2023-10-30 15:21:39.134960
Good
Yes
Daily
Apartment
368
1,177,834
23
Male
36,569
Single
2
High School
Self-Employed
43.855548
Suburban
Basic
null
9
629
1
2021-08-24 15:21:39.217387
Average
Yes
Daily
Condo
1,363
1,177,835
51
Male
18,442
Single
1
Bachelor's
null
6.027875
Rural
Premium
1
14
null
7
2022-03-22 15:21:39.174719
Average
No
Daily
Condo
832
1,177,836
56
Female
8,094
Divorced
1
Bachelor's
Self-Employed
27.595509
Rural
Basic
null
12
532
9
2023-09-17 15:21:39.155231
Good
No
Monthly
House
818
1,177,837
44
Female
10,089
Divorced
3
Bachelor's
Unemployed
36.956673
Suburban
Comprehensive
2
18
null
3
2021-08-13 15:21:39.280784
Poor
Yes
Rarely
Apartment
1,804
1,177,838
47
Female
37,659
Single
1
High School
Self-Employed
20.822288
Rural
Comprehensive
1
13
null
9
2023-02-20 15:21:39.223901
Average
Yes
Daily
Apartment
498
1,177,839
51
Male
1,344
Single
0
High School
Unemployed
31.703735
Suburban
Premium
1
2
494
1
2024-07-30 15:21:39.134960
Good
No
Rarely
Apartment
3,070
1,177,840
46
Female
26,510
Single
2
Bachelor's
Self-Employed
15.129839
Urban
Premium
null
2
766
3
2022-12-12 15:21:39.194829
Poor
No
Weekly
Condo
642
1,177,841
23
Female
38,142
Divorced
null
Master's
null
31.295791
Rural
Premium
2
12
668
7
2023-05-05 15:21:39.129190
null
No
Rarely
Apartment
124
1,177,842
31
Female
97,288
Married
3
PhD
Employed
7.838778
Urban
Basic
null
8
459
9
2024-06-23 15:21:39.204790
Poor
No
Monthly
Condo
258
1,177,843
55
Male
759
Single
3
High School
Unemployed
44.929379
Urban
Comprehensive
1
8
705
6
2020-04-16 15:21:39.094752
null
No
Monthly
Apartment
24
1,177,844
50
Female
6,971
Divorced
1
High School
null
13.581151
Suburban
Premium
0
17
null
6
2019-12-04 15:21:39.237118
Poor
No
Rarely
Condo
2,109
1,177,845
21
Male
34,294
Single
3
PhD
null
6.166619
Rural
Basic
1
7
432
7
2019-08-24 15:21:39.223390
Good
No
Rarely
Condo
1,669
1,177,846
43
Male
18,085
Single
3
Master's
Self-Employed
28.4798
Rural
Basic
null
4
514
5
2020-11-24 15:21:39.134960
Good
No
Monthly
Condo
815
1,177,847
50
Female
10,813
Divorced
0
High School
Self-Employed
42.443068
Suburban
Comprehensive
0
5
446
2
2024-02-05 15:21:39.244069
Good
No
Weekly
Apartment
1,467
1,177,848
30
Female
29,891
Divorced
null
Master's
Self-Employed
36.385261
Rural
Basic
0
10
733
5
2021-06-28 15:21:39.134960
null
Yes
Daily
Condo
26
1,177,849
31
Female
null
Single
1
Bachelor's
Employed
39.888636
Urban
Basic
2
14
692
7
2023-08-08 15:21:39.081504
Average
No
Weekly
House
112
1,177,850
33
Male
null
Single
0
High School
null
24.738261
Suburban
Premium
3
8
441
8
2023-04-10 15:21:39.165120
Good
Yes
Monthly
Apartment
1,120
1,177,851
47
Female
20,883
Single
3
Master's
Unemployed
24.272625
Rural
Basic
0
5
null
8
2023-03-22 15:21:39.094752
Poor
No
Weekly
House
661
1,177,852
38
Female
1,426
Married
null
Master's
null
49.844304
Rural
Comprehensive
0
0
733
5
2023-01-01 15:21:39.176717
Average
No
Daily
Apartment
1,834
1,177,853
53
Female
37,076
Single
1
High School
Employed
43.491041
Rural
Basic
null
15
576
5
2020-02-17 15:21:39.116179
Poor
Yes
Weekly
Apartment
1,159
1,177,854
null
Female
43,782
Single
1
Bachelor's
null
10.776982
Urban
Comprehensive
0
9
775
4
2020-05-27 15:21:39.273973
Poor
No
Rarely
Condo
746
1,177,855
19
Male
23,593
null
2
High School
null
12.758941
Urban
Basic
2
5
621
5
2024-04-14 15:21:39.237118
Good
No
Monthly
House
1,432
1,177,856
32
Male
131,454
Divorced
1
PhD
null
5.373436
Suburban
Premium
null
16
419
4
2023-03-28 15:21:39.155231
Good
Yes
Rarely
House
1,165
1,177,857
37
Female
35,832
Married
3
Bachelor's
null
37.925825
Rural
Basic
0
0
null
8
2023-06-06 15:21:39.097737
Average
No
Rarely
Condo
659
1,177,858
43
Female
10,963
Single
2
PhD
Unemployed
35.722633
Rural
Premium
1
2
449
8
2023-11-04 15:21:39.254678
Average
No
Weekly
House
381
1,177,859
45
Female
23,100
Married
3
Master's
Self-Employed
11.636733
Urban
Comprehensive
3
13
319
6
2019-10-05 15:21:39.155231
Average
No
Daily
Apartment
2,472
1,177,860
18
Female
7,087
Married
4
High School
null
30.619321
Suburban
Comprehensive
1
16
634
6
2022-02-28 15:21:39.187211
Average
Yes
Weekly
Condo
495
1,177,861
19
Male
5,817
Single
4
Bachelor's
null
15.639433
Rural
Basic
0
10
687
9
2021-08-07 15:21:39.237118
Average
Yes
Weekly
House
661
1,177,862
40
Male
62,827
Single
3
PhD
Employed
27.147537
Suburban
Comprehensive
1
1
350
4
2022-12-02 15:21:39.131192
null
Yes
Daily
House
1,042
1,177,863
50
Female
6,837
Single
null
High School
Unemployed
null
Suburban
Comprehensive
null
15
529
2
2020-01-21 15:21:39.179186
Poor
Yes
Weekly
Apartment
2,129
1,177,864
40
Female
669
Married
null
Master's
Unemployed
5.622956
Suburban
Basic
null
4
578
9
2021-12-12 15:21:39.134960
Good
No
Rarely
Condo
24
1,177,865
38
Male
59,635
Single
2
Master's
Employed
13.381757
Suburban
Comprehensive
null
17
479
1
2021-01-09 15:21:39.092127
Poor
Yes
Daily
Condo
24
1,177,866
26
Female
26,471
Single
0
Bachelor's
Employed
44.647933
Rural
Basic
2
16
null
4
2023-06-19 15:21:39.247098
Average
No
Rarely
Condo
1,077
1,177,867
44
Male
44,786
Married
4
PhD
null
16.839667
Urban
Comprehensive
null
16
658
6
2021-08-02 15:21:39.095696
Good
No
Monthly
Condo
695
1,177,868
21
Female
16,042
Single
0
High School
Unemployed
25.783945
Urban
Premium
2
13
827
5
2024-03-06 15:21:39.285112
Good
No
Daily
Apartment
645
1,177,869
49
Female
57,935
Married
2
PhD
null
11.674836
Rural
Premium
0
0
387
2
2024-08-01 15:21:39.155231
Average
No
Rarely
House
887
1,177,870
49
Female
12,054
Married
1
PhD
Unemployed
22.664318
Rural
Comprehensive
null
3
493
8
2021-10-13 15:21:39.155231
Poor
No
Weekly
Apartment
1,758
1,177,871
26
Female
null
Married
1
Master's
Self-Employed
19.294565
Rural
Basic
null
2
635
4
2021-08-18 15:21:39.255696
Poor
No
Daily
House
285
1,177,872
32
Male
37,663
Married
0
Master's
null
20.850093
Rural
Comprehensive
0
0
790
9
2021-09-01 15:21:39.237118
Poor
No
Weekly
Apartment
441
1,177,873
57
Female
30,962
Married
2
Master's
Self-Employed
10.639081
Urban
Basic
0
19
812
4
2020-01-24 15:21:39.105504
Poor
No
Monthly
Apartment
3,345
1,177,874
46
Female
1,340
Married
0
PhD
Employed
38.071444
Urban
Comprehensive
null
15
576
8
2021-05-18 15:21:39.237118
Poor
No
Monthly
Condo
1,855
1,177,875
18
Male
4,081
Single
1
PhD
null
null
Urban
Comprehensive
1
14
808
9
2024-01-03 15:21:39.246098
Average
Yes
Rarely
Apartment
733
1,177,876
46
Female
34,757
Married
1
Bachelor's
Employed
38.644879
Rural
Premium
0
7
710
2
2021-02-12 15:21:39.237118
Average
No
Daily
Apartment
2,911
1,177,877
30
Male
54,124
Married
4
PhD
Employed
22.858537
Urban
Basic
null
17
509
9
2021-04-05 15:21:39.154008
Poor
Yes
Rarely
House
2,197
1,177,878
59
Male
4,311
Divorced
2
High School
Self-Employed
23.236535
Urban
Premium
0
10
671
1
2021-10-09 15:21:39.258696
Average
Yes
Weekly
Condo
33
1,177,879
41
Female
52,693
Divorced
2
PhD
Self-Employed
11.159927
Urban
Premium
1
7
771
9
2022-03-27 15:21:39.155231
Good
Yes
Rarely
Apartment
188
1,177,880
37
Male
120,117
Divorced
1
Bachelor's
Unemployed
15.74556
Urban
Comprehensive
0
11
336
7
2024-01-09 15:21:39.109552
Poor
Yes
Weekly
Apartment
1,407
1,177,881
25
Male
9,536
Married
2
Bachelor's
Unemployed
19.869423
Rural
Basic
1
15
772
9
2024-03-02 15:21:39.112553
Good
No
Daily
Apartment
234
1,177,882
24
Male
45,446
Single
2
PhD
null
27.592866
Rural
Basic
1
9
825
5
2021-11-04 15:21:39.175719
Poor
Yes
Daily
House
508
1,177,883
32
Male
29,113
Married
2
Master's
Self-Employed
19.472228
Urban
Comprehensive
1
0
441
7
2019-08-17 15:21:39.172097
Good
No
Monthly
House
635
1,177,884
53
Female
43,936
Married
2
High School
Unemployed
7.819156
Rural
Basic
1
14
379
3
2024-07-08 15:21:39.089116
Average
No
Daily
Condo
929
1,177,885
18
Female
1,235
Married
3
PhD
null
41.939767
Urban
Premium
3
5
442
8
2024-06-25 15:21:39.175719
Good
No
Daily
Condo
1,841
1,177,886
19
Female
50,791
Single
null
Bachelor's
Employed
11.580601
Urban
Comprehensive
null
7
316
3
2021-07-18 15:21:39.121169
Poor
Yes
Monthly
Condo
188
1,177,887
38
Female
23,983
Single
4
High School
Employed
19.087162
Urban
Comprehensive
null
12
744
1
2022-11-29 15:21:39.244069
Average
No
Rarely
House
1,403
1,177,888
43
Male
38,255
Single
1
PhD
null
27.567177
Urban
Comprehensive
1
14
null
4
2021-01-28 15:21:39.134960
Poor
No
Rarely
Apartment
1,556
1,177,889
58
Female
2,336
Divorced
3
PhD
null
29.593748
Rural
Premium
0
14
722
1
2020-10-09 15:21:39.194829
null
Yes
Rarely
Condo
716
1,177,890
40
Male
11,596
Single
3
Bachelor's
Unemployed
27.539706
Urban
Comprehensive
null
5
437
4
2023-08-21 15:21:39.261856
Good
No
Rarely
Apartment
4,693
1,177,891
50
Female
36,557
Single
3
High School
Unemployed
38.812885
Urban
Premium
0
10
739
9
2024-03-17 15:21:39.154008
Poor
Yes
Daily
Apartment
1,637
1,177,892
39
Male
63,825
Divorced
0
PhD
Self-Employed
11.067854
Rural
Basic
0
14
307
9
2023-12-30 15:21:39.134960
Poor
No
Daily
Condo
589
1,177,893
24
Female
929
Married
4
High School
null
27.958269
Urban
Comprehensive
0
8
384
5
2020-11-22 15:21:39.250151
Poor
Yes
Weekly
Condo
930
1,177,894
29
Male
67,959
Divorced
4
PhD
Employed
42.243517
Urban
Basic
null
4
765
3
2023-01-08 15:21:39.126661
null
Yes
Rarely
Apartment
3,073
1,177,895
58
Female
3,129
Single
1
Bachelor's
Unemployed
51.569342
Urban
Premium
1
5
461
5
2022-03-21 15:21:39.143708
Poor
No
Monthly
Condo
1,259
1,177,896
26
Male
87,781
Single
0
PhD
Employed
21.566379
Urban
Basic
1
14
391
8
2020-06-21 15:21:39.149731
Poor
No
Rarely
House
2,816
1,177,897
28
Male
62,300
Single
0
PhD
null
43.818117
Urban
Premium
0
2
364
7
2024-01-14 15:21:39.104139
Average
No
Monthly
Condo
1,734
1,177,898
32
Female
2,886
Married
4
Bachelor's
Unemployed
41.349599
Suburban
Premium
0
1
461
9
2024-02-17 15:21:39.246098
Poor
Yes
Daily
Condo
884
1,177,899
38
Female
37,882
Divorced
3
Master's
Self-Employed
26.856554
Urban
Comprehensive
1
9
null
6
2020-01-09 15:21:39.134960
Poor
Yes
Daily
Apartment
687