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
40,600
47
Female
115,945
Divorced
1
High School
Self-Employed
4.749333
Suburban
Premium
null
13
396
5
2022-04-09 15:21:39.209847
Average
No
Monthly
House
3,298
40,601
63
Male
3,972
Divorced
2
PhD
Employed
11.27904
Urban
Comprehensive
null
13
null
8
2022-05-11 15:21:39.186212
Average
Yes
Rarely
House
81
40,602
23
Male
1,330
Married
0
PhD
Self-Employed
22.184097
Rural
Basic
null
1
null
3
2022-06-16 15:21:39.201446
Good
Yes
Monthly
Condo
2,475
40,603
21
Male
40,777
Single
4
PhD
Employed
26.892018
Urban
Comprehensive
2
13
383
3
2021-08-05 15:21:39.237118
Good
Yes
Daily
Apartment
919
40,604
18
Female
111,985
Divorced
0
Bachelor's
Unemployed
18.094858
Rural
Basic
null
6
657
6
2024-06-21 15:21:39.120168
null
No
Daily
House
345
40,605
21
Female
5,518
Divorced
0
PhD
null
15.702948
Suburban
Comprehensive
3
10
613
8
2021-11-23 15:21:39.155231
Poor
Yes
Weekly
Condo
3,534
40,606
20
Female
26,020
Divorced
null
Master's
Employed
30.460914
Suburban
Premium
null
11
773
5
2022-07-04 15:21:39.166062
Poor
No
Weekly
Apartment
140
40,607
31
Female
30,442
Divorced
2
Master's
Employed
42.788796
Suburban
Comprehensive
1
15
null
8
2022-09-14 15:21:39.218388
Average
Yes
Weekly
Condo
861
40,608
23
Female
5,937
Single
1
Master's
Unemployed
47.453067
Suburban
Comprehensive
null
12
487
2
2020-03-01 15:21:39.226954
Good
No
Monthly
Apartment
1,081
40,609
24
Male
29,386
Married
2
High School
Employed
5.844135
Rural
Comprehensive
0
17
434
8
2021-07-25 15:21:39.237118
Poor
No
Daily
Apartment
956
40,610
21
Female
5,071
Single
1
PhD
null
34.334918
Urban
Basic
0
10
585
5
2021-05-18 15:21:39.251142
null
Yes
Rarely
House
704
40,611
19
Female
1,439
Married
null
PhD
Self-Employed
14.711364
Suburban
Comprehensive
null
9
454
7
2022-03-27 15:21:39.155231
Average
Yes
Daily
Condo
1,213
40,612
41
Male
18,087
Single
4
Bachelor's
Unemployed
17.446834
Rural
Comprehensive
0
19
617
4
2020-08-13 15:21:39.155231
Good
Yes
Weekly
Apartment
463
40,613
50
Female
7,097
Divorced
3
PhD
null
29.966956
Rural
Basic
0
2
522
2
2021-03-24 15:21:39.202448
Poor
Yes
Weekly
House
1,164
40,614
22
Male
31,164
Divorced
0
PhD
Employed
3.935002
Suburban
Comprehensive
0
4
800
2
2021-12-04 15:21:39.223901
Poor
No
Monthly
Condo
1,572
40,615
57
Female
43,987
Married
4
Bachelor's
Self-Employed
null
Suburban
Comprehensive
0
12
null
5
2021-08-22 15:21:39.286113
Good
Yes
Monthly
Apartment
604
40,616
38
Female
45,967
Divorced
1
Bachelor's
null
22.413942
Rural
Premium
null
7
742
3
2022-07-27 15:21:39.175719
Average
No
Monthly
Apartment
26
40,617
36
Male
53,778
Single
0
Bachelor's
Unemployed
10.02015
Urban
Basic
2
3
673
3
2020-08-27 15:21:39.155231
Good
Yes
Weekly
House
1,881
40,618
23
Male
3,100
Divorced
3
High School
Unemployed
null
Suburban
Comprehensive
1
13
821
1
2022-05-30 15:21:39.264504
Poor
No
Daily
Apartment
2,134
40,619
46
Female
39,731
Married
0
Bachelor's
Self-Employed
18.405027
Suburban
Comprehensive
0
1
454
8
2022-08-08 15:21:39.272456
Poor
No
Daily
House
2,041
40,620
63
Female
25,400
Divorced
0
High School
Unemployed
28.867305
Urban
Premium
0
3
694
4
2023-08-18 15:21:39.122134
Average
No
Monthly
Condo
543
40,621
60
Female
15,891
Single
2
Master's
null
13.651427
Suburban
Premium
1
9
591
8
2021-02-13 15:21:39.102694
Average
No
Daily
Condo
1,094
40,622
61
Male
1,605
Single
4
High School
Self-Employed
37.350035
Urban
Comprehensive
1
10
746
1
2022-04-08 15:21:39.086123
Good
No
Daily
House
1,852
40,623
39
Male
11,761
Married
3
Master's
Employed
22.276655
Urban
Premium
0
14
563
6
2019-12-26 15:21:39.233485
Poor
Yes
Rarely
Condo
1,415
40,624
59
Male
117,790
Divorced
3
Bachelor's
Employed
20.662481
Suburban
Premium
1
8
696
9
2021-11-09 15:21:39.174719
Good
No
Rarely
Condo
4,097
40,625
30
Male
23,258
Single
4
Master's
Employed
26.172567
Suburban
Basic
1
6
761
9
2022-03-10 15:21:39.132191
Good
No
Weekly
Condo
479
40,626
40
Female
47,274
Married
2
Master's
Self-Employed
14.362051
Rural
Comprehensive
1
8
580
2
2021-07-22 15:21:39.092127
Average
No
Daily
House
82
40,627
40
Female
94,438
Divorced
1
High School
null
28.518467
Suburban
Comprehensive
0
9
356
4
2023-11-18 15:21:39.149731
Average
No
Weekly
Apartment
829
40,628
55
Female
4,470
Married
null
Master's
Self-Employed
18.738643
Rural
Comprehensive
0
9
452
9
2020-08-23 15:21:39.168099
Poor
Yes
Monthly
Condo
873
40,629
52
Female
26,889
Divorced
1
PhD
Unemployed
22.458059
Rural
Basic
1
15
774
3
2019-08-22 15:21:39.190215
Average
Yes
Daily
House
1,335
40,630
27
Female
8,344
Divorced
2
High School
Self-Employed
50.390558
Urban
Premium
2
1
null
2
2022-10-12 15:21:39.134960
Poor
Yes
Weekly
House
1,319
40,631
44
Female
53,438
Single
0
Master's
null
11.958129
Rural
Comprehensive
null
8
610
6
2022-07-30 15:21:39.134960
Average
Yes
Weekly
Apartment
119
40,632
43
Female
54,832
Single
3
Bachelor's
Unemployed
32.895417
Urban
Premium
0
17
673
2
2024-01-18 15:21:39.207847
Average
Yes
Monthly
Condo
368
40,633
35
Male
68,635
Single
1
Bachelor's
null
44.967841
Rural
Comprehensive
0
11
757
3
2019-11-12 15:21:39.151732
Average
Yes
Weekly
Condo
2,312
40,634
30
Male
65,959
Divorced
2
High School
Employed
15.564497
Suburban
Comprehensive
3
14
538
7
2024-07-24 15:21:39.131192
Poor
Yes
Weekly
Apartment
2,077
40,635
51
Female
114,449
Single
null
High School
Employed
20.01158
Rural
Comprehensive
0
10
360
7
2020-04-26 15:21:39.279729
Good
No
Daily
Condo
3,903
40,636
28
Male
12,981
Divorced
0
Bachelor's
Self-Employed
28.633308
Rural
Comprehensive
0
3
727
7
2023-12-01 15:21:39.155231
Average
Yes
Weekly
Apartment
1,086
40,637
35
Female
null
Single
0
Bachelor's
Employed
20.056097
Suburban
Basic
0
5
352
5
2024-07-23 15:21:39.219432
Good
No
Weekly
House
1,115
40,638
26
Male
10,098
Divorced
1
Master's
Self-Employed
27.724813
Rural
Premium
null
6
733
2
2023-12-13 15:21:39.190215
Good
No
Weekly
Condo
661
40,639
59
Female
null
Married
null
PhD
Employed
26.95016
Rural
Comprehensive
0
8
499
4
2022-10-13 15:21:39.219432
Poor
No
Monthly
Condo
97
40,640
34
Male
515
Married
4
High School
Employed
19.098531
Rural
Basic
0
6
598
1
2023-04-27 15:21:39.237118
Good
Yes
Weekly
House
3,802
40,641
43
Male
5,863
Married
3
PhD
Employed
19.12304
Urban
Comprehensive
1
12
774
9
2020-06-18 15:21:39.134960
Good
Yes
Monthly
House
923
40,642
52
Male
86,771
Divorced
2
Master's
null
9.624366
Suburban
Premium
0
2
311
1
2020-03-07 15:21:39.096739
Good
No
Weekly
Condo
439
40,643
48
Female
5,723
Single
3
High School
Self-Employed
38.006314
Rural
Comprehensive
null
7
313
7
2020-09-30 15:21:39.194829
Average
No
Daily
Condo
1,334
40,644
null
Female
20,797
Single
0
PhD
Self-Employed
28.084665
Urban
Basic
1
1
null
3
2022-06-09 15:21:39.180553
Poor
No
Weekly
House
1,132
40,645
18
Female
69,984
Divorced
2
Master's
Self-Employed
19.924946
Urban
Premium
1
8
370
5
2020-03-29 15:21:39.279729
Average
Yes
Daily
Apartment
2,886
40,646
49
Male
11,203
Married
3
Bachelor's
Unemployed
22.071873
Rural
Basic
1
16
null
7
2021-04-28 15:21:39.098696
Average
No
Monthly
Apartment
2,222
40,647
26
Male
17,227
Married
1
High School
Unemployed
34.273255
Suburban
Comprehensive
null
12
566
4
2023-12-09 15:21:39.207847
Poor
No
Rarely
Apartment
2,066
40,648
58
Male
25,983
Married
3
Bachelor's
null
10.098125
Rural
Premium
1
17
577
5
2019-08-22 15:21:39.172097
Poor
Yes
Rarely
House
1,489
40,649
36
Female
81,702
Single
3
High School
Self-Employed
40.382128
Urban
Basic
null
11
490
4
2021-12-14 15:21:39.134960
Poor
No
Weekly
Apartment
2,180
40,650
47
Male
61,898
Married
2
High School
Unemployed
46.444974
Urban
Premium
null
9
507
6
2021-11-02 15:21:39.155231
Poor
Yes
Rarely
Condo
100
40,651
62
Female
2,415
Married
2
Bachelor's
null
null
Rural
Comprehensive
0
12
557
5
2020-11-25 15:21:39.121169
Poor
Yes
Daily
House
532
40,652
42
Male
11,031
Married
4
High School
Self-Employed
26.049434
Suburban
Comprehensive
2
4
670
8
2021-08-30 15:21:39.123711
Average
Yes
Rarely
Apartment
981
40,653
64
Female
72,771
Single
2
PhD
Self-Employed
10.772344
Rural
Premium
null
15
442
9
2022-09-21 15:21:39.095696
Good
Yes
Weekly
Apartment
2,630
40,654
null
Female
37,829
Divorced
4
High School
null
24.766697
Suburban
Premium
1
10
482
3
2020-04-21 15:21:39.151732
Good
Yes
Rarely
Apartment
726
40,655
61
Male
16,084
Single
3
Bachelor's
Employed
14.908386
Suburban
Comprehensive
1
0
471
6
2019-08-23 15:21:39.177724
Good
No
Monthly
Apartment
1,453
40,656
40
Female
10,681
Divorced
3
Bachelor's
Employed
34.184499
Urban
Basic
1
4
824
6
2020-09-13 15:21:39.245086
Average
No
Monthly
Condo
1,851
40,657
25
Male
1,129
Single
null
Bachelor's
Self-Employed
7.414213
Rural
Basic
1
18
null
7
2019-12-29 15:21:39.271453
Poor
Yes
Rarely
House
1,449
40,658
32
Male
6,991
Single
3
High School
Employed
27.017787
Urban
Comprehensive
1
18
567
9
2021-02-05 15:21:39.134960
Good
Yes
Monthly
Apartment
556
40,659
53
Female
29,253
Divorced
0
High School
Employed
12.94847
Rural
Comprehensive
0
0
null
5
2019-09-06 15:21:39.173834
Good
No
Monthly
House
1,105
40,660
55
Male
68,864
Married
1
Bachelor's
Unemployed
38.917365
Suburban
Premium
3
5
506
9
2022-05-07 15:21:39.182597
null
Yes
Rarely
Condo
722
40,661
26
Male
2,888
Married
4
Bachelor's
Self-Employed
6.071147
Rural
Comprehensive
3
5
824
2
2020-04-26 15:21:39.237118
Good
Yes
Daily
Apartment
1,643
40,662
26
Female
16,094
Married
0
PhD
Employed
21.485086
Urban
Premium
0
7
372
2
2021-06-23 15:21:39.244069
Average
Yes
Rarely
House
2,451
40,663
53
Male
35,111
Single
3
High School
Unemployed
43.093517
Rural
Comprehensive
null
2
565
4
2020-07-10 15:21:39.245086
Good
Yes
Monthly
Apartment
1,256
40,664
55
Male
26,584
Married
3
PhD
Self-Employed
21.576637
Suburban
Premium
1
6
null
9
2022-03-12 15:21:39.134960
Poor
No
Weekly
Apartment
687
40,665
43
Male
3,760
Divorced
3
Bachelor's
Unemployed
35.908556
Rural
Comprehensive
1
2
668
1
2021-04-22 15:21:39.182597
Average
Yes
Rarely
Condo
92
40,666
38
Female
29,078
Married
3
Bachelor's
Unemployed
23.639405
Urban
Premium
1
11
551
8
2023-08-14 15:21:39.134960
Average
No
Weekly
Apartment
749
40,667
24
Male
11,338
Married
2
PhD
null
9.444217
Rural
Basic
1
0
766
3
2024-08-13 15:21:39.230483
Average
Yes
Rarely
Condo
659
40,668
44
Male
12,051
Divorced
3
High School
null
30.912177
Rural
Basic
0
12
516
5
2020-10-06 15:21:39.134960
Average
Yes
Weekly
Apartment
756
40,669
54
Male
92,208
Married
null
Bachelor's
null
26.8947
Urban
Comprehensive
null
12
338
9
2020-06-02 15:21:39.224915
Poor
Yes
Weekly
House
938
40,670
57
Male
91,925
Married
2
PhD
Employed
27.682028
Suburban
Comprehensive
2
11
378
4
2021-06-19 15:21:39.114118
Poor
Yes
Rarely
Condo
705
40,671
23
Male
10,068
Married
1
Master's
null
19.599424
Rural
Basic
null
1
399
9
2024-01-17 15:21:39.193945
Poor
Yes
Monthly
Condo
2,102
40,672
24
Male
15,983
Married
2
PhD
null
45.867778
Rural
Basic
null
16
810
8
2020-04-03 15:21:39.187211
Good
No
Daily
Condo
1,218
40,673
null
Male
2,711
Married
1
Bachelor's
null
33.155549
Rural
Premium
null
15
632
2
2024-04-24 15:21:39.237118
Average
Yes
Monthly
Condo
50
40,674
31
Male
29,055
Married
1
Bachelor's
Self-Employed
43.539264
Urban
Premium
null
8
779
1
2024-07-30 15:21:39.226954
Good
Yes
Weekly
House
38
40,675
39
Male
1,408
Married
4
Master's
null
42.125047
Suburban
Premium
null
17
442
2
2021-06-24 15:21:39.096739
Poor
No
Rarely
Condo
809
40,676
25
Male
21,300
Single
2
Bachelor's
Self-Employed
36.38305
Rural
Comprehensive
0
12
551
2
2022-08-04 15:21:39.092127
Average
No
Rarely
Apartment
535
40,677
24
Male
5,684
Single
2
PhD
null
41.781015
Suburban
Basic
0
6
552
6
2023-05-19 15:21:39.260856
Average
No
Weekly
Condo
574
40,678
47
Female
null
Married
0
Bachelor's
null
6.990963
Urban
Basic
1
15
301
9
2020-02-01 15:21:39.085129
Poor
Yes
Weekly
House
614
40,679
48
Female
104,424
Married
1
Master's
Unemployed
27.724549
Urban
Premium
2
17
486
6
2022-10-25 15:21:39.152732
Good
No
Daily
House
38
40,680
29
Male
78,566
Married
3
Bachelor's
null
null
Urban
Basic
1
0
551
3
2022-06-27 15:21:39.086123
Average
Yes
Daily
House
3,381
40,681
55
Male
14,828
Divorced
null
PhD
Unemployed
38.2734
Urban
Basic
0
9
650
9
2023-03-06 15:21:39.151732
Good
No
Rarely
Condo
38
40,682
38
Male
17,091
Married
3
Master's
Employed
12.538717
Urban
Basic
0
4
714
3
2020-04-17 15:21:39.237118
Poor
Yes
Weekly
Condo
782
40,683
31
Male
26,776
Single
4
PhD
null
38.804865
Suburban
Comprehensive
0
18
722
4
2022-06-02 15:21:39.134960
Poor
Yes
Rarely
Condo
1,827
40,684
52
Female
102,058
null
1
Master's
Self-Employed
null
Rural
Comprehensive
0
16
708
7
2020-07-25 15:21:39.112553
Poor
No
Rarely
House
484
40,685
58
Female
43,747
Divorced
4
Master's
null
50.856808
Rural
Comprehensive
null
18
716
9
2022-05-27 15:21:39.175719
Average
Yes
Weekly
House
1,489
40,686
null
Male
null
Married
1
Master's
null
18.266837
Rural
Comprehensive
3
6
null
9
2020-06-27 15:21:39.081504
Good
Yes
Rarely
Condo
2,113
40,687
26
Female
14,073
Married
4
Bachelor's
null
36.822129
Suburban
Basic
2
2
608
6
2021-01-09 15:21:39.222387
Poor
Yes
Rarely
Condo
576
40,688
19
Female
6,662
Single
4
Master's
null
44.055446
Suburban
Premium
2
18
null
3
2021-12-03 15:21:39.126661
Poor
Yes
Weekly
Apartment
1,039
40,689
18
Female
25,863
Single
4
PhD
Self-Employed
null
Rural
Comprehensive
null
7
null
8
2019-11-23 15:21:39.273973
Good
No
Weekly
Apartment
807
40,690
62
Female
2,387
Married
4
PhD
Unemployed
16.569115
Rural
Basic
null
6
327
7
2022-03-30 15:21:39.134960
Poor
Yes
Rarely
Apartment
973
40,691
25
Female
16,179
Married
2
PhD
Self-Employed
23.927138
Suburban
Premium
0
5
null
3
2022-07-10 15:21:39.155231
Poor
Yes
Rarely
Condo
36
40,692
59
Female
28,685
Single
0
Bachelor's
Employed
25.698771
Rural
Basic
0
18
731
3
2021-02-18 15:21:39.289099
Good
No
Weekly
Apartment
1,063
40,693
59
Male
2,868
Divorced
null
High School
Self-Employed
10.938144
Suburban
Basic
0
14
667
2
2022-10-20 15:21:39.094752
Good
No
Monthly
Condo
2,222
40,694
26
Male
54,240
null
3
PhD
Employed
37.986957
Urban
Premium
null
10
510
3
2021-03-20 15:21:39.289099
Poor
Yes
Daily
Condo
54
40,695
39
Male
10,128
Divorced
4
Master's
Self-Employed
24.917952
Rural
Premium
2
14
720
6
2022-11-22 15:21:39.254678
Good
No
Daily
House
1,085
40,696
40
Male
131,747
Single
0
Bachelor's
Self-Employed
24.856407
Urban
Comprehensive
2
15
485
9
2023-11-09 15:21:39.172097
Average
Yes
Monthly
Apartment
382
40,697
47
Male
16,800
Married
2
Master's
null
14.282969
Suburban
Comprehensive
2
8
820
2
2024-04-02 15:21:39.184157
Good
No
Daily
Condo
359
40,698
54
Male
69,726
Divorced
4
Bachelor's
Self-Employed
32.366876
Suburban
Comprehensive
1
6
508
1
2021-04-23 15:21:39.237118
Poor
No
Monthly
Apartment
1,841
40,699
36
Female
85,729
Single
1
Master's
Unemployed
27.278939
Rural
Comprehensive
null
3
471
9
2021-11-01 15:21:39.121169
null
Yes
Daily
Apartment
474