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
1,199,600
58
Female
35,818
Married
4
Bachelor's
Self-Employed
23.735776
Rural
Premium
null
18
661
2
2023-09-30 15:21:39.155231
Good
No
Weekly
Apartment
280
1,199,601
41
Female
135,516
Divorced
4
Bachelor's
null
19.572662
Urban
Basic
1
4
484
2
2023-10-21 15:21:39.223901
Poor
No
Weekly
Condo
44
1,199,602
61
Female
15,485
Divorced
3
Master's
Self-Employed
25.928207
Urban
Premium
0
13
638
1
2022-11-04 15:21:39.281787
Poor
Yes
Weekly
Condo
1,225
1,199,603
19
Female
3,895
Single
1
Bachelor's
Employed
30.363089
Urban
Basic
0
8
576
4
2022-11-04 15:21:39.286113
Poor
No
Monthly
House
2,143
1,199,604
28
Female
27,112
Divorced
null
Master's
Employed
21.968812
Urban
Comprehensive
null
16
683
5
2023-02-20 15:21:39.126661
Average
No
Daily
Apartment
1,151
1,199,605
50
Female
2,586
Divorced
2
PhD
Unemployed
44.382516
Suburban
Basic
0
11
585
2
2022-03-23 15:21:39.261856
Average
Yes
Monthly
House
3,037
1,199,606
62
Female
43,471
Divorced
3
Master's
Self-Employed
22.010904
Urban
Basic
0
4
null
9
2022-12-19 15:21:39.283783
null
No
Monthly
Condo
959
1,199,607
36
Male
6,819
Divorced
null
Master's
Self-Employed
42.453865
Urban
Premium
1
19
749
9
2020-02-16 15:21:39.237118
Average
Yes
Monthly
House
929
1,199,608
30
Male
91,411
Single
null
PhD
Self-Employed
11.724582
Urban
Premium
null
18
586
1
2021-09-05 15:21:39.144722
Poor
No
Monthly
Apartment
394
1,199,609
42
Male
42,665
Married
3
Master's
null
25.988557
Rural
Comprehensive
null
17
766
5
2020-12-12 15:21:39.175719
Average
No
Rarely
Apartment
1,116
1,199,610
53
Male
20,671
Single
null
PhD
Employed
30.835257
Suburban
Comprehensive
0
16
646
5
2019-10-20 15:21:39.264504
Average
Yes
Daily
House
713
1,199,611
22
Female
66,003
Single
3
High School
Unemployed
13.669832
Rural
Basic
0
18
432
1
2023-06-05 15:21:39.281787
Poor
Yes
Weekly
House
693
1,199,612
62
Male
54,771
Married
4
Bachelor's
null
52.246575
Suburban
Premium
0
19
446
1
2022-03-25 15:21:39.252145
Poor
Yes
Rarely
House
692
1,199,613
39
Female
66,150
Married
null
High School
Unemployed
27.952047
Rural
Premium
null
7
634
3
2019-11-08 15:21:39.222387
Average
No
Daily
Condo
163
1,199,614
41
Male
48,165
Married
3
Bachelor's
Unemployed
25.396495
Rural
Premium
0
0
705
1
2020-05-10 15:21:39.193769
Average
Yes
Weekly
Condo
166
1,199,615
22
Male
45,907
Married
2
PhD
Unemployed
26.845571
Urban
Premium
0
17
801
1
2024-05-05 15:21:39.134960
Good
No
Weekly
Apartment
1,276
1,199,616
29
Male
44,939
Single
0
PhD
Self-Employed
18.717886
Suburban
Comprehensive
null
15
460
6
2024-07-05 15:21:39.147735
Poor
No
Weekly
Apartment
30
1,199,617
63
Male
623
Married
4
Master's
null
30.959783
Rural
Basic
0
6
469
2
2022-06-17 15:21:39.155231
Poor
No
Monthly
Apartment
801
1,199,618
57
Female
23,136
Divorced
0
Master's
Unemployed
20.837718
Suburban
Basic
1
10
813
6
2022-08-02 15:21:39.146733
Good
No
Daily
House
277
1,199,619
58
Female
2,575
Single
1
Bachelor's
Unemployed
24.582044
Suburban
Comprehensive
2
19
842
8
2022-01-13 15:21:39.204790
Average
No
Daily
Apartment
1,324
1,199,620
36
Male
7,073
Divorced
3
Bachelor's
Unemployed
35.171489
Rural
Comprehensive
null
9
693
8
2021-12-23 15:21:39.102694
Average
No
Rarely
House
538
1,199,621
46
Male
null
Married
0
PhD
Unemployed
22.908687
Suburban
Premium
3
6
573
1
2019-12-23 15:21:39.155231
Average
No
Monthly
Condo
2,172
1,199,622
30
Female
17,540
Married
2
Bachelor's
Employed
24.989417
Urban
Comprehensive
1
12
736
4
2020-04-25 15:21:39.287115
Poor
Yes
Monthly
Condo
2,617
1,199,623
24
Male
34,410
Divorced
2
PhD
null
16.971076
Rural
Basic
null
2
559
1
2024-06-06 15:21:39.086123
Poor
No
Monthly
Condo
1,930
1,199,624
28
Male
2,887
Single
null
High School
null
41.819205
Suburban
Basic
0
5
455
2
2022-03-02 15:21:39.237118
Poor
No
Daily
Apartment
1,489
1,199,625
58
Male
16,881
Divorced
1
PhD
Unemployed
21.652638
Suburban
Comprehensive
0
14
542
9
2020-04-06 15:21:39.134960
Poor
No
Monthly
Condo
766
1,199,626
19
Male
958
Divorced
2
PhD
Employed
16.839675
Rural
Premium
null
11
590
9
2022-07-21 15:21:39.204790
Good
Yes
Weekly
Apartment
195
1,199,627
37
Male
29,146
Married
3
High School
null
29.651559
Rural
Basic
1
19
null
8
2019-12-29 15:21:39.263607
Poor
No
Daily
Condo
694
1,199,628
61
Female
4,187
Divorced
3
Master's
null
21.895267
Suburban
Basic
0
15
595
4
2022-09-27 15:21:39.282785
Average
Yes
Weekly
Condo
428
1,199,629
23
Male
59,907
Married
1
PhD
null
23.42674
Rural
Comprehensive
3
8
581
5
2022-04-07 15:21:39.265513
Good
No
Monthly
House
434
1,199,630
34
Male
46,080
Married
1
Bachelor's
Unemployed
31.726836
Rural
Premium
0
10
565
6
2022-01-15 15:21:39.251142
Good
Yes
Monthly
Apartment
322
1,199,631
60
Male
24,294
Married
3
High School
null
null
Rural
Basic
1
2
644
7
2019-09-28 15:21:39.256696
Poor
No
Monthly
Apartment
1,545
1,199,632
42
Male
26,681
Married
4
Master's
Unemployed
41.757918
Rural
Premium
0
12
615
4
2020-09-24 15:21:39.084065
Good
Yes
Weekly
Apartment
2,564
1,199,633
62
Female
86,636
Married
2
High School
Employed
null
Urban
Basic
0
2
744
1
2021-04-08 15:21:39.081504
Good
No
Rarely
House
2,656
1,199,634
36
Female
4,824
Single
2
PhD
Unemployed
38.351962
Urban
Comprehensive
null
18
368
1
2021-06-18 15:21:39.146733
Good
Yes
Monthly
House
292
1,199,635
null
Male
125,876
Single
3
High School
Self-Employed
33.606909
Rural
Comprehensive
3
1
843
8
2020-09-15 15:21:39.089116
Good
Yes
Rarely
Condo
30
1,199,636
47
Female
17,109
Married
0
Master's
Self-Employed
19.957671
Rural
Premium
null
16
382
5
2020-05-03 15:21:39.253660
Poor
Yes
Monthly
House
818
1,199,637
21
Male
55,140
Married
4
High School
Unemployed
34.336634
Suburban
Premium
null
5
364
8
2024-02-06 15:21:39.125660
Poor
Yes
Monthly
Condo
1,345
1,199,638
40
Male
2,695
Married
0
Bachelor's
Unemployed
51.844463
Suburban
Premium
null
15
531
7
2021-07-18 15:21:39.261856
Good
No
Daily
Apartment
662
1,199,639
35
Female
116,021
Married
0
High School
null
26.248467
Rural
Basic
null
3
524
6
2022-07-16 15:21:39.155231
Average
Yes
Rarely
Apartment
3,924
1,199,640
34
Female
33,594
Married
null
High School
Employed
14.835755
Suburban
Comprehensive
0
9
547
2
2023-04-19 15:21:39.226954
Poor
No
Daily
Condo
392
1,199,641
20
Female
6,770
Married
1
Master's
Unemployed
3.945105
Urban
Basic
null
8
596
6
2021-07-28 15:21:39.107553
Good
No
Rarely
House
940
1,199,642
24
Male
14,086
Married
0
High School
Employed
null
Rural
Comprehensive
1
10
468
6
2023-12-13 15:21:39.134960
Average
No
Rarely
House
779
1,199,643
23
Male
4,325
Married
1
Master's
Employed
41.602549
Rural
Comprehensive
2
8
null
1
2020-08-31 15:21:39.155231
Poor
Yes
Monthly
Apartment
903
1,199,644
61
Female
23,186
Married
4
Bachelor's
null
24.58663
Suburban
Comprehensive
2
11
null
6
2023-04-26 15:21:39.149731
Good
No
Weekly
Apartment
1,492
1,199,645
36
Male
45,320
Married
1
Master's
Employed
24.939486
Urban
Premium
null
13
418
3
2019-10-16 15:21:39.149731
Average
Yes
Daily
Condo
643
1,199,646
53
Male
76,512
Divorced
0
Master's
Self-Employed
40.574492
Suburban
Premium
1
19
556
1
2023-01-10 15:21:39.164044
Poor
Yes
Weekly
Condo
205
1,199,647
59
Male
16,069
Single
0
Bachelor's
Employed
11.159927
Urban
Basic
0
10
521
6
2020-01-11 15:21:39.248098
Average
Yes
Weekly
Condo
1,354
1,199,648
43
Female
44,938
Divorced
2
PhD
null
42.337451
Suburban
Basic
0
11
null
5
2024-06-07 15:21:39.134960
Poor
No
Daily
Condo
906
1,199,649
43
Female
33,754
Single
3
Master's
Employed
10.410935
Rural
Premium
null
3
679
9
2024-02-23 15:21:39.084065
Average
No
Rarely
Apartment
1,287
1,199,650
52
Male
7,036
Married
4
PhD
null
25.302031
Suburban
Premium
1
18
510
6
2021-06-03 15:21:39.192212
Poor
Yes
Weekly
Apartment
831
1,199,651
30
Male
3,398
Divorced
null
High School
Unemployed
51.438615
Suburban
Basic
null
12
684
3
2023-08-10 15:21:39.155231
Average
No
Weekly
Apartment
1,679
1,199,652
45
Female
10,066
Married
1
Bachelor's
Unemployed
32.074506
Suburban
Premium
1
13
527
3
2022-10-29 15:21:39.134960
Average
Yes
Weekly
Condo
1,284
1,199,653
null
Male
100,084
Single
3
Master's
Employed
21.383507
Rural
Premium
0
2
380
4
2019-08-20 15:21:39.263607
Good
Yes
Monthly
House
794
1,199,654
50
Male
11,512
Married
2
PhD
null
null
Suburban
Comprehensive
2
15
626
4
2020-11-14 15:21:39.185215
Average
Yes
Rarely
Condo
706
1,199,655
50
Male
15,556
Single
3
PhD
Unemployed
6.020134
Rural
Comprehensive
1
9
688
1
2022-09-16 15:21:39.261856
Good
No
Monthly
Apartment
1,109
1,199,656
27
Male
139,962
Divorced
0
Master's
Unemployed
32.477675
Rural
Comprehensive
null
13
null
4
2023-02-20 15:21:39.245086
null
No
Daily
Apartment
2,586
1,199,657
48
Male
81,537
Single
2
Bachelor's
Unemployed
7.854686
Rural
Premium
null
10
642
3
2023-06-20 15:21:39.280784
Poor
No
Daily
Condo
3,867
1,199,658
38
Female
88,071
Married
3
High School
null
16.94516
Urban
Premium
1
12
603
2
2022-04-18 15:21:39.170099
Average
Yes
Monthly
House
49
1,199,659
44
Female
45,412
Single
0
PhD
null
15.702589
Urban
Premium
1
16
694
4
2019-11-28 15:21:39.276901
Poor
No
Weekly
Condo
488
1,199,660
45
Male
null
Married
1
Master's
Employed
34.756945
Urban
Comprehensive
3
9
669
3
2023-02-17 15:21:39.172097
Average
No
Daily
Condo
74
1,199,661
61
Male
45,429
Single
2
High School
Employed
35.591238
Rural
Comprehensive
1
10
554
7
2023-05-19 15:21:39.237118
Poor
No
Weekly
Condo
1,593
1,199,662
35
Female
39,042
Single
2
High School
null
21.858437
Rural
Basic
2
8
439
3
2023-11-23 15:21:39.181605
Good
Yes
Daily
House
2,133
1,199,663
63
Female
20,994
Single
0
Bachelor's
Unemployed
null
Rural
Premium
2
7
591
6
2023-06-27 15:21:39.125660
Poor
Yes
Daily
Condo
1,181
1,199,664
64
Female
54,519
Married
1
Master's
Self-Employed
26.878647
Urban
Premium
1
19
447
7
2021-05-06 15:21:39.155231
Average
No
Weekly
Apartment
831
1,199,665
19
Female
26,883
Single
1
Master's
null
15.017956
Rural
Basic
null
16
469
7
2022-04-01 15:21:39.185215
Average
Yes
Monthly
House
645
1,199,666
22
Male
10,182
Divorced
0
High School
null
20.390949
Rural
Premium
2
5
null
3
2019-12-24 15:21:39.134960
Poor
No
Weekly
Condo
893
1,199,667
18
Female
11,291
Single
0
Bachelor's
Self-Employed
22.938765
Rural
Basic
1
18
796
2
2023-06-26 15:21:39.154008
Average
No
Monthly
Condo
476
1,199,668
25
Male
7,981
Single
3
Bachelor's
Self-Employed
27.964495
Urban
Basic
0
5
831
1
2021-11-02 15:21:39.209847
Poor
No
Daily
Condo
1,176
1,199,669
19
Female
21,852
Single
4
Bachelor's
Unemployed
12.898982
Suburban
Comprehensive
0
18
336
3
2022-02-24 15:21:39.229482
Average
Yes
Daily
House
848
1,199,670
44
Male
50,858
Single
3
PhD
null
32.473058
Urban
Comprehensive
null
6
694
4
2024-05-22 15:21:39.134960
Average
Yes
Weekly
Apartment
393
1,199,671
45
Male
17,963
Divorced
3
Bachelor's
null
11.482254
Rural
Premium
null
6
null
9
2022-10-15 15:21:39.237118
Average
No
Rarely
Apartment
1,347
1,199,672
59
Female
4,719
Married
1
High School
Self-Employed
27.792837
Urban
Basic
0
16
null
2
2024-03-21 15:21:39.237118
null
No
Weekly
House
2,856
1,199,673
60
Female
76,621
Divorced
3
Bachelor's
Employed
41.37008
Suburban
Premium
null
19
822
9
2019-10-02 15:21:39.134960
Good
No
Daily
House
326
1,199,674
59
Male
46,237
Single
1
High School
Employed
35.914048
Suburban
Basic
null
15
581
9
2021-01-23 15:21:39.277975
Average
Yes
Weekly
House
1,598
1,199,675
48
Female
15,559
Single
0
Master's
Employed
17.153947
Urban
Comprehensive
null
17
739
5
2020-11-12 15:21:39.194829
Average
No
Monthly
Apartment
2,113
1,199,676
51
Male
81,625
Divorced
3
PhD
Self-Employed
43.26521
Suburban
Comprehensive
1
17
656
8
2022-06-01 15:21:39.105504
Average
Yes
Rarely
Apartment
82
1,199,677
32
Female
1,605
Divorced
1
Bachelor's
null
15.310045
Suburban
Basic
null
13
464
7
2023-09-09 15:21:39.168099
Good
No
Daily
Apartment
1,855
1,199,678
33
Male
24,862
Divorced
0
High School
Employed
15.004291
Urban
Basic
null
10
622
6
2021-06-14 15:21:39.155231
Average
No
Monthly
Condo
1,778
1,199,679
41
Female
1,348
Married
null
Bachelor's
null
null
Urban
Premium
0
9
410
5
2021-06-01 15:21:39.237118
null
Yes
Daily
Condo
1,572
1,199,680
22
Female
42,125
Divorced
4
High School
Unemployed
34.243335
Suburban
Comprehensive
null
4
332
8
2020-08-22 15:21:39.145732
Good
No
Weekly
Apartment
1,822
1,199,681
44
Male
5,711
Divorced
1
Master's
null
5.766848
Suburban
Basic
1
0
829
4
2024-02-21 15:21:39.192212
Average
No
Monthly
Condo
3,494
1,199,682
60
Male
null
Single
2
Bachelor's
Employed
12.976344
Urban
Comprehensive
null
2
643
8
2023-04-10 15:21:39.144722
Poor
No
Daily
House
66
1,199,683
59
Male
1,078
Married
4
Bachelor's
Unemployed
null
Suburban
Basic
0
1
null
6
2020-01-28 15:21:39.087123
Poor
No
Weekly
House
671
1,199,684
63
Female
2,768
Single
3
Master's
Self-Employed
40.749466
Suburban
Basic
null
4
429
3
2020-01-28 15:21:39.134960
null
No
Monthly
Condo
185
1,199,685
22
Male
16,082
Divorced
0
Master's
Employed
20.084114
Rural
Basic
0
14
518
8
2021-02-19 15:21:39.185215
Good
No
Rarely
House
1,057
1,199,686
49
Male
7,082
Divorced
0
High School
Self-Employed
22.591805
Suburban
Premium
null
19
462
2
2021-10-23 15:21:39.134960
Good
No
Daily
Apartment
2,617
1,199,687
57
Male
17,054
Divorced
3
High School
Self-Employed
12.544902
Urban
Comprehensive
0
9
656
8
2020-07-23 15:21:39.168099
Good
No
Rarely
Apartment
1,288
1,199,688
43
Male
101,914
Married
0
Master's
null
48.06847
Rural
Premium
2
16
null
3
2020-03-24 15:21:39.237118
Average
Yes
Daily
Condo
393
1,199,689
62
Female
18,288
Married
1
Master's
Employed
33.865912
Suburban
Basic
null
8
634
2
2020-12-11 15:21:39.143708
Good
Yes
Rarely
Apartment
1,086
1,199,690
null
Female
8,077
Divorced
null
Bachelor's
Employed
13.684068
Urban
Premium
2
16
null
8
2021-02-25 15:21:39.244069
Good
No
Rarely
Condo
668
1,199,691
29
Female
3,669
Divorced
0
Master's
Unemployed
31.567144
Urban
Premium
1
6
437
4
2023-03-17 15:21:39.222387
Poor
No
Rarely
Apartment
618
1,199,692
32
Female
21,487
Single
1
High School
null
12.553547
Rural
Basic
0
0
null
1
2021-08-07 15:21:39.088124
Good
Yes
Daily
Apartment
1,215
1,199,693
38
Male
10,735
Married
2
High School
Employed
20.270716
Rural
Comprehensive
1
9
692
6
2022-06-17 15:21:39.125660
Average
No
Monthly
House
239
1,199,694
61
Male
8,096
Married
0
Master's
Self-Employed
13.949813
Urban
Comprehensive
null
2
788
6
2021-05-30 15:21:39.252145
Poor
No
Rarely
Condo
1,207
1,199,695
46
Male
14,562
Married
0
High School
Employed
22.304532
Suburban
Premium
1
0
358
5
2021-01-22 15:21:39.226954
Poor
No
Rarely
Apartment
1,338
1,199,696
54
Male
9,833
Married
2
Master's
Self-Employed
37.131524
Rural
Comprehensive
2
5
699
4
2019-11-13 15:21:39.237118
Poor
No
Daily
Condo
413
1,199,697
23
Male
25,166
Divorced
0
PhD
Employed
41.569342
Suburban
Basic
null
1
438
9
2023-09-07 15:21:39.134960
Poor
No
Monthly
House
1,309
1,199,698
63
Male
24,863
Divorced
null
High School
Unemployed
null
Suburban
Comprehensive
0
11
766
8
2019-12-19 15:21:39.213373
Good
No
Daily
House
583
1,199,699
50
Female
14,961
Single
1
Bachelor's
null
13.803601
Rural
Basic
null
6
543
1
2020-06-04 15:21:39.134960
Average
Yes
Weekly
House
857