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
50,800
42
Male
23,338
Single
4
Bachelor's
null
33.90813
Rural
Comprehensive
1
16
567
1
2022-01-14 15:21:39.092127
Poor
Yes
Weekly
House
462
50,801
55
Male
49,148
Divorced
3
PhD
Unemployed
16.878333
Rural
Premium
1
2
null
2
2023-02-26 15:21:39.182597
Poor
Yes
Daily
Condo
330
50,802
41
Female
27,385
Divorced
4
PhD
Employed
31.702882
Rural
Comprehensive
3
16
524
1
2023-02-27 15:21:39.167099
Poor
Yes
Weekly
Condo
1,878
50,803
24
Female
14,073
Divorced
0
PhD
Employed
10.945799
Suburban
Comprehensive
null
19
584
6
2023-03-11 15:21:39.221386
Average
Yes
Rarely
House
673
50,804
22
Female
6,051
Divorced
1
High School
Unemployed
34.492434
Rural
Premium
1
13
762
7
2021-10-05 15:21:39.152732
null
Yes
Weekly
House
685
50,805
52
Female
1,165
Divorced
3
Bachelor's
Self-Employed
50.84857
Rural
Comprehensive
0
7
531
7
2022-04-15 15:21:39.155231
null
No
Rarely
House
645
50,806
47
Male
17,663
Married
2
Bachelor's
Unemployed
14.847468
Urban
Basic
0
11
498
2
2022-02-19 15:21:39.107553
Poor
Yes
Rarely
House
1,613
50,807
54
Female
24,139
Divorced
0
High School
Employed
33.766229
Rural
Comprehensive
null
19
555
6
2020-07-13 15:21:39.122134
Average
No
Weekly
House
903
50,808
51
Male
25,309
Married
1
PhD
null
36.160978
Rural
Basic
null
3
559
9
2021-07-04 15:21:39.120168
Good
Yes
Monthly
Condo
2,161
50,809
20
Female
38,651
Married
null
High School
Unemployed
21.756966
Rural
Comprehensive
null
5
523
8
2021-09-13 15:21:39.261856
Good
No
Rarely
House
496
50,810
28
Female
10,172
Divorced
3
Bachelor's
null
12.981759
Suburban
Basic
2
4
438
7
2023-01-03 15:21:39.181605
Poor
No
Weekly
House
2,170
50,811
64
Male
28,776
Single
4
Master's
Self-Employed
19.068002
Rural
Basic
0
6
694
4
2022-01-15 15:21:39.269494
Average
No
Weekly
Condo
35
50,812
23
Male
null
Divorced
1
High School
null
16.085691
Urban
Premium
1
3
639
1
2022-08-26 15:21:39.153889
Poor
No
Weekly
Apartment
226
50,813
46
Male
30,663
Divorced
4
High School
Unemployed
18.813485
Urban
Premium
0
5
397
3
2022-04-22 15:21:39.089116
Average
No
Daily
House
563
50,814
19
Male
24,547
Married
2
PhD
Self-Employed
7.939551
Suburban
Comprehensive
null
6
826
7
2020-01-26 15:21:39.237118
Average
Yes
Rarely
Condo
353
50,815
44
Female
966
Divorced
4
Bachelor's
Unemployed
21.769799
Rural
Premium
0
2
809
1
2023-03-16 15:21:39.237118
Average
Yes
Daily
Condo
2,967
50,816
55
Female
11,525
Divorced
1
High School
Employed
46.484417
Urban
Comprehensive
1
7
325
3
2021-02-17 15:21:39.098696
Good
Yes
Daily
Condo
453
50,817
33
Female
14,987
Divorced
0
Bachelor's
Unemployed
46.95646
Urban
Comprehensive
0
8
794
6
2019-10-22 15:21:39.164044
Good
Yes
Daily
House
1,352
50,818
31
Female
null
Divorced
4
Master's
null
51.965249
Urban
Comprehensive
0
15
532
3
2023-07-20 15:21:39.155231
Good
Yes
Weekly
House
563
50,819
38
Male
43,896
Married
1
Master's
null
23.943177
Urban
Comprehensive
2
15
null
3
2022-04-14 15:21:39.093681
Good
Yes
Daily
Condo
719
50,820
29
Male
16,289
Married
1
Master's
Self-Employed
21.266882
Urban
Premium
2
18
481
8
2020-09-16 15:21:39.258696
Poor
Yes
Daily
Condo
607
50,821
29
Male
92,828
Single
0
PhD
null
19.836851
Suburban
Comprehensive
0
12
332
3
2020-03-21 15:21:39.155231
Average
No
Monthly
Apartment
632
50,822
59
Female
62,282
Single
null
Bachelor's
null
3.123553
Suburban
Comprehensive
null
0
706
5
2024-02-07 15:21:39.224915
null
No
Monthly
Condo
2,630
50,823
32
Male
42,418
Single
2
Bachelor's
Self-Employed
26.73485
Rural
Comprehensive
2
5
751
3
2020-09-15 15:21:39.099739
Good
Yes
Rarely
Condo
824
50,824
58
Female
142,987
Divorced
0
Master's
Self-Employed
37.272496
Suburban
Comprehensive
5
10
811
4
2021-03-27 15:21:39.289099
Poor
No
Rarely
Condo
4,940
50,825
23
Female
18,942
Single
0
Bachelor's
Employed
29.039089
Urban
Basic
0
7
603
4
2021-05-05 15:21:39.219432
Average
Yes
Daily
House
1,758
50,826
50
Male
11,663
Divorced
2
PhD
Self-Employed
11.331948
Rural
Premium
0
14
543
8
2020-07-28 15:21:39.244069
Average
Yes
Rarely
Apartment
1,816
50,827
64
Female
20,290
Divorced
null
High School
Self-Employed
41.766584
Rural
Basic
1
15
658
1
2023-12-29 15:21:39.173834
Average
No
Monthly
Condo
811
50,828
63
Female
2,688
Married
4
Master's
Employed
13.823419
Suburban
Comprehensive
0
13
486
4
2021-04-05 15:21:39.143708
null
Yes
Daily
House
659
50,829
53
Female
1,892
Single
2
PhD
Self-Employed
7.823802
Rural
Basic
0
9
439
6
2021-03-29 15:21:39.274993
Good
Yes
Monthly
Condo
1,434
50,830
24
Male
6,934
Divorced
0
High School
Unemployed
38.013059
Urban
Comprehensive
null
16
687
4
2023-02-23 15:21:39.155231
Average
No
Monthly
Condo
871
50,831
34
Male
42,732
Married
2
Bachelor's
Self-Employed
6.181577
Suburban
Premium
2
2
489
2
2020-04-02 15:21:39.237118
Good
Yes
Rarely
Apartment
2,901
50,832
54
Male
4,498
Single
2
Bachelor's
Unemployed
41.912892
Suburban
Comprehensive
null
5
426
9
2022-11-11 15:21:39.086123
Poor
Yes
Rarely
Apartment
488
50,833
63
Female
3,841
Married
1
Bachelor's
null
17.085825
Urban
Premium
4
2
577
4
2023-10-08 15:21:39.192212
Average
Yes
Monthly
Condo
531
50,834
44
Male
94,532
Married
0
PhD
null
31.346464
Rural
Comprehensive
1
10
712
1
2020-09-05 15:21:39.181605
Poor
Yes
Rarely
Apartment
169
50,835
38
Female
45,445
Divorced
2
PhD
Unemployed
23.179313
Suburban
Basic
null
7
766
1
2022-05-01 15:21:39.172097
Average
No
Monthly
Condo
595
50,836
40
Female
3,354
Married
0
High School
Self-Employed
24.788129
Urban
Comprehensive
null
18
829
3
2019-08-21 15:21:39.180553
Poor
No
Rarely
Condo
962
50,837
26
Male
3,246
Married
0
PhD
Employed
23.311312
Rural
Basic
0
8
563
3
2020-02-02 15:21:39.204790
Good
Yes
Daily
Apartment
2,215
50,838
43
Female
25,962
Divorced
3
Bachelor's
null
15.049151
Urban
Basic
0
6
null
3
2023-04-27 15:21:39.151732
Poor
Yes
Monthly
Apartment
1,421
50,839
48
Male
8,881
Single
2
PhD
Self-Employed
41.099241
Urban
Premium
0
11
621
9
2022-08-01 15:21:39.250151
Good
Yes
Daily
House
753
50,840
47
Male
485
Married
3
PhD
null
16.079461
Urban
Comprehensive
0
1
370
5
2021-06-04 15:21:39.193945
Average
Yes
Monthly
House
1,112
50,841
60
Female
16,962
Married
1
Master's
Self-Employed
23.804165
Rural
Comprehensive
0
1
598
1
2020-11-18 15:21:39.155231
Average
No
Monthly
Apartment
1,086
50,842
35
Female
42,591
Married
4
Master's
Self-Employed
6.977767
Suburban
Basic
0
9
650
5
2021-03-16 15:21:39.084065
Good
Yes
Weekly
Apartment
139
50,843
48
Female
16,399
Single
2
PhD
Self-Employed
9.251811
Suburban
Premium
1
18
780
1
2020-11-23 15:21:39.225916
Average
No
Monthly
House
81
50,844
57
Male
25,672
Married
1
Bachelor's
Employed
23.958012
Urban
Premium
null
4
797
7
2024-01-01 15:21:39.105504
Poor
No
Rarely
Condo
2,569
50,845
31
Male
28,108
Single
0
Bachelor's
Self-Employed
8.938464
Suburban
Premium
null
16
null
1
2022-07-31 15:21:39.134960
Average
Yes
Rarely
Condo
492
50,846
32
Male
33,346
Married
0
Bachelor's
null
31.567609
Urban
Comprehensive
null
9
366
5
2021-09-12 15:21:39.106582
Poor
No
Weekly
House
749
50,847
18
Male
924
Single
4
High School
Self-Employed
null
Suburban
Comprehensive
0
13
549
8
2024-06-13 15:21:39.134960
Average
No
Daily
Apartment
556
50,848
null
Male
47,490
Married
0
PhD
Self-Employed
24.282603
Rural
Premium
null
19
394
1
2022-08-01 15:21:39.222387
Good
No
Monthly
Apartment
47
50,849
40
Female
23,755
Married
3
PhD
Unemployed
26.09073
Suburban
Comprehensive
2
7
658
6
2020-05-01 15:21:39.247098
Poor
No
Weekly
Apartment
1,869
50,850
48
Male
30,098
Divorced
4
Master's
Self-Employed
27.990858
Urban
Premium
0
17
493
9
2024-02-16 15:21:39.181605
Average
No
Rarely
Apartment
332
50,851
22
Male
40,608
Single
0
High School
Unemployed
11.261765
Rural
Premium
1
7
null
1
2022-11-26 15:21:39.255696
Good
Yes
Weekly
House
1,117
50,852
19
Female
7,850
Divorced
0
PhD
Employed
13.086255
Urban
Comprehensive
null
17
602
6
2021-08-05 15:21:39.146733
Average
Yes
Rarely
Condo
322
50,853
55
Male
30,760
Single
2
PhD
Unemployed
14.982211
Suburban
Premium
null
5
644
4
2020-10-07 15:21:39.194829
Good
Yes
Daily
House
1,892
50,854
43
Male
2,077
Married
2
Master's
null
27.009995
Rural
Comprehensive
0
9
824
6
2024-03-04 15:21:39.244069
Average
Yes
Monthly
Apartment
20
50,855
33
Female
18,791
Single
1
PhD
Unemployed
26.98685
Rural
Basic
0
5
null
5
2022-05-11 15:21:39.094752
Average
No
Weekly
Apartment
617
50,856
57
Male
60,684
Married
4
PhD
Employed
28.374862
Suburban
Comprehensive
2
4
313
9
2020-04-06 15:21:39.134960
Poor
No
Weekly
Apartment
1,874
50,857
24
Male
15,894
Married
1
High School
Unemployed
43.637784
Urban
Premium
3
6
393
3
2022-08-26 15:21:39.146733
Good
No
Monthly
House
459
50,858
55
Female
24,224
Divorced
3
Master's
Employed
44.090508
Suburban
Basic
1
13
593
6
2020-12-04 15:21:39.102694
Average
Yes
Weekly
Condo
476
50,859
48
Female
2,786
Married
0
Bachelor's
Unemployed
37.057964
Rural
Comprehensive
1
5
377
8
2022-01-29 15:21:39.245086
Poor
Yes
Weekly
House
499
50,860
60
Male
69,564
Married
3
Bachelor's
null
21.683611
Rural
Basic
1
2
621
4
2019-09-28 15:21:39.155231
Good
No
Weekly
Apartment
2,431
50,861
38
Female
34,128
Single
0
High School
Self-Employed
34.564494
Urban
Premium
null
8
null
4
2023-01-31 15:21:39.096739
Average
Yes
Daily
House
437
50,862
43
Male
7,086
Single
1
Master's
Unemployed
null
Suburban
Premium
0
15
749
9
2020-04-24 15:21:39.155231
Good
Yes
Daily
Condo
548
50,863
31
Male
5,916
Divorced
2
Master's
Employed
9.859796
Suburban
Premium
null
5
516
4
2022-04-27 15:21:39.201446
Poor
Yes
Weekly
Apartment
2,586
50,864
49
Female
9,023
Single
1
PhD
null
43.205713
Suburban
Premium
1
10
523
1
2020-05-20 15:21:39.164044
Good
Yes
Weekly
Apartment
578
50,865
55
Male
24,761
null
1
Master's
Employed
6.482682
Rural
Premium
null
2
782
8
2023-07-25 15:21:39.122134
Poor
No
Weekly
House
538
50,866
32
Female
44,226
Single
4
Master's
Unemployed
29.279972
Rural
Premium
null
13
677
3
2024-04-25 15:21:39.272456
Poor
Yes
Rarely
Condo
690
50,867
42
Female
7,073
Married
2
Bachelor's
null
14.876195
Suburban
Basic
null
5
null
1
2020-02-18 15:21:39.155231
Good
Yes
Weekly
Apartment
1,353
50,868
32
Female
51,528
Divorced
2
PhD
Unemployed
4.290886
Suburban
Comprehensive
1
10
696
2
2021-12-27 15:21:39.149731
Good
Yes
Daily
House
130
50,869
55
Male
62,837
Single
1
PhD
Self-Employed
14.099288
Rural
Comprehensive
0
17
368
1
2021-11-15 15:21:39.259788
Poor
No
Rarely
Condo
549
50,870
33
Male
16,101
Single
3
Master's
null
33.177502
Suburban
Premium
0
15
825
2
2023-12-31 15:21:39.265513
Good
Yes
Daily
House
2,035
50,871
64
Female
20,909
Single
4
Master's
Self-Employed
36.382652
Urban
Premium
null
18
602
1
2021-06-07 15:21:39.089116
Good
No
Daily
House
1,061
50,872
40
Female
20,897
Married
2
High School
Employed
32.914096
Urban
Premium
1
7
830
1
2022-10-21 15:21:39.143708
Poor
Yes
Weekly
Condo
663
50,873
33
Female
26,351
Married
4
Bachelor's
null
6.066227
Suburban
Comprehensive
1
7
783
7
2022-08-10 15:21:39.256696
Good
No
Weekly
Apartment
1,176
50,874
38
Female
5,080
Single
4
PhD
null
40.82459
Suburban
Premium
1
6
619
9
2020-08-19 15:21:39.237118
Poor
Yes
Weekly
House
657
50,875
53
Female
33,177
Divorced
4
Master's
Self-Employed
18.938874
Rural
Comprehensive
1
19
742
8
2022-08-16 15:21:39.144722
Average
No
Weekly
Condo
1,813
50,876
26
Male
70,827
Divorced
2
Bachelor's
Employed
4.47193
Urban
Premium
null
11
null
2
2021-11-18 15:21:39.113566
Good
Yes
Monthly
House
213
50,877
20
Female
1,328
Divorced
3
Master's
Unemployed
10.882385
Rural
Premium
1
18
658
2
2020-01-07 15:21:39.114118
Average
No
Rarely
Apartment
276
50,878
44
Male
15,123
Married
4
Master's
Unemployed
37.17248
Urban
Basic
1
16
805
9
2021-05-12 15:21:39.281787
null
No
Daily
Condo
2,069
50,879
51
Female
15,774
Divorced
0
Master's
Unemployed
24.976388
Rural
Premium
0
15
null
8
2021-10-22 15:21:39.080440
Average
Yes
Daily
House
876
50,880
31
Female
139,858
Single
0
PhD
Self-Employed
19.825909
Urban
Premium
3
7
576
9
2021-12-20 15:21:39.265513
Average
Yes
Monthly
Apartment
4,259
50,881
58
Male
37,482
Married
3
High School
Unemployed
28.241054
Suburban
Comprehensive
0
3
523
4
2022-05-31 15:21:39.149731
Average
No
Rarely
Condo
519
50,882
20
Female
26,395
null
0
High School
Self-Employed
15.291297
Rural
Premium
2
10
null
5
2024-01-11 15:21:39.209847
Poor
Yes
Weekly
Apartment
941
50,883
58
Male
1,027
Divorced
0
Bachelor's
Self-Employed
null
Urban
Premium
0
7
587
1
2020-06-18 15:21:39.134960
Good
Yes
Rarely
House
2,120
50,884
56
Female
null
Divorced
3
PhD
Unemployed
17.858427
Rural
Basic
0
1
540
8
2021-04-30 15:21:39.212862
Good
Yes
Weekly
Condo
266
50,885
39
Male
4,099
Divorced
3
Bachelor's
null
32.085727
Suburban
Basic
1
19
394
5
2022-04-26 15:21:39.222387
Good
Yes
Daily
Condo
554
50,886
27
Female
38,657
Single
0
Master's
Self-Employed
21.786557
Suburban
Comprehensive
3
19
657
6
2023-02-15 15:21:39.179186
Poor
Yes
Monthly
Condo
275
50,887
64
Female
3,271
Single
3
Bachelor's
null
15.63478
Rural
Premium
3
6
438
6
2023-08-19 15:21:39.091080
Average
Yes
Rarely
Condo
1,428
50,888
59
Female
62,879
Divorced
3
PhD
Unemployed
28.270524
Urban
Basic
null
15
762
5
2021-11-06 15:21:39.134960
Good
Yes
Monthly
Apartment
100
50,889
35
Female
25,845
Married
3
Master's
Self-Employed
17.957242
Rural
Premium
1
5
545
8
2020-01-19 15:21:39.209847
Good
No
Weekly
Condo
733
50,890
56
Male
34,991
Married
4
PhD
Employed
17.846194
Rural
Basic
null
13
710
2
2023-12-22 15:21:39.192212
Good
Yes
Rarely
Apartment
474
50,891
44
Female
40,322
Single
4
Master's
Unemployed
6.444724
Urban
Comprehensive
0
1
492
9
2021-12-09 15:21:39.222387
Average
No
Rarely
Apartment
1,045
50,892
19
Male
552
Married
4
PhD
Self-Employed
31.973449
Suburban
Premium
null
0
491
5
2021-04-22 15:21:39.168099
Average
Yes
Monthly
Condo
166
50,893
62
Male
29,593
Married
1
Bachelor's
Self-Employed
null
Suburban
Premium
null
19
null
9
2019-09-02 15:21:39.132191
Good
Yes
Rarely
House
1,158
50,894
62
Female
15,258
Single
1
Bachelor's
null
44.663092
Suburban
Premium
null
10
null
5
2022-05-02 15:21:39.214388
Poor
Yes
Monthly
Condo
3,452
50,895
49
Male
35,371
Married
2
PhD
Employed
8.776798
Rural
Basic
2
4
518
6
2024-05-31 15:21:39.264504
Poor
Yes
Monthly
House
1,150
50,896
58
Female
null
Single
3
Master's
Self-Employed
16.648476
Urban
Basic
1
19
431
8
2020-04-14 15:21:39.089116
null
No
Daily
Condo
1,325
50,897
57
Male
44,993
null
0
PhD
Employed
18.79115
Suburban
Premium
0
2
671
1
2024-05-28 15:21:39.105504
Average
Yes
Rarely
Apartment
1,438
50,898
29
Male
10,263
Married
2
Bachelor's
null
30.955375
Suburban
Comprehensive
null
15
376
5
2022-08-07 15:21:39.251142
Good
No
Rarely
House
2,415
50,899
62
Male
33,381
Married
null
PhD
Employed
35.587979
Urban
Premium
2
2
532
5
2021-09-30 15:21:39.126661
Poor
Yes
Monthly
Apartment
796