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
1,181,600
44
Male
38,832
Married
4
Master's
null
13.75116
Urban
Basic
0
4
449
1
2023-05-30 15:21:39.208842
Average
No
Daily
Apartment
492
1,181,601
30
Female
12,962
Single
0
PhD
Self-Employed
null
Urban
Comprehensive
1
10
725
5
2023-10-12 15:21:39.208842
Good
No
Monthly
House
887
1,181,602
40
Male
18,389
Married
4
Bachelor's
Self-Employed
20.030955
Urban
Basic
1
3
361
8
2021-05-06 15:21:39.082499
null
No
Weekly
Condo
688
1,181,603
37
Male
56,890
Divorced
3
Master's
Self-Employed
18.487361
Suburban
Comprehensive
2
9
699
8
2019-10-16 15:21:39.126661
Average
No
Rarely
Apartment
434
1,181,604
18
Female
61,742
Divorced
2
Bachelor's
Self-Employed
22.649998
Urban
Basic
2
11
321
1
2019-09-21 15:21:39.280784
null
Yes
Monthly
Condo
236
1,181,605
36
Female
39,766
Married
1
Master's
Unemployed
33.955316
Urban
Comprehensive
0
0
746
7
2021-08-14 15:21:39.134960
Good
Yes
Monthly
Condo
657
1,181,606
59
Female
28,408
Divorced
0
High School
null
28.153913
Urban
Premium
0
17
643
3
2019-12-03 15:21:39.097737
Poor
No
Monthly
Apartment
693
1,181,607
42
Female
34,298
Single
4
PhD
Self-Employed
24.143938
Urban
Premium
1
3
797
7
2023-12-12 15:21:39.206847
Poor
No
Rarely
Apartment
341
1,181,608
62
Male
4,876
Divorced
1
High School
Employed
null
Rural
Comprehensive
3
9
302
5
2020-01-10 15:21:39.221386
Poor
No
Monthly
Condo
813
1,181,609
54
Female
null
Married
null
Master's
Self-Employed
13.988783
Urban
Comprehensive
null
14
386
6
2022-09-24 15:21:39.237118
Average
No
Daily
Condo
1,105
1,181,610
20
Male
1,428
Married
0
PhD
null
17.885726
Urban
Comprehensive
2
3
704
8
2021-11-16 15:21:39.082499
Average
Yes
Daily
Apartment
2,438
1,181,611
61
Female
132,394
Divorced
3
High School
Self-Employed
49.141469
Urban
Premium
1
3
641
1
2022-08-12 15:21:39.237118
Poor
Yes
Weekly
House
346
1,181,612
64
Male
95,587
Single
0
Master's
Unemployed
7.910034
Urban
Premium
null
1
449
8
2022-06-16 15:21:39.201446
Average
Yes
Weekly
House
888
1,181,613
39
Female
71,512
Married
0
High School
null
34.681202
Rural
Comprehensive
null
16
596
3
2020-04-03 15:21:39.237118
Good
Yes
Monthly
Apartment
201
1,181,614
29
Female
26,579
Married
0
Bachelor's
Self-Employed
25.137451
Rural
Comprehensive
2
19
712
3
2022-02-09 15:21:39.134960
Average
Yes
Rarely
House
1,215
1,181,615
49
Female
58,960
Married
2
High School
Unemployed
null
Rural
Comprehensive
3
11
765
2
2020-02-18 15:21:39.112553
Average
No
Monthly
Condo
2,854
1,181,616
30
Male
18,081
Divorced
1
Master's
Employed
21.685821
Suburban
Comprehensive
null
15
767
2
2023-11-26 15:21:39.261856
Poor
Yes
Rarely
Condo
722
1,181,617
38
Female
11,912
Divorced
0
PhD
Self-Employed
25.308151
Urban
Comprehensive
1
10
653
5
2021-02-25 15:21:39.092127
Good
Yes
Monthly
Condo
2,359
1,181,618
64
Female
16,078
Single
3
Master's
Employed
26.310739
Rural
Basic
null
14
841
6
2020-06-23 15:21:39.177724
Poor
No
Rarely
Condo
1,120
1,181,619
36
Female
20,535
Divorced
1
Bachelor's
Self-Employed
11.812236
Rural
Basic
null
2
816
4
2023-11-15 15:21:39.208842
Good
No
Monthly
Apartment
1,706
1,181,620
28
Female
8,262
Married
3
High School
null
21.564477
Urban
Premium
0
19
null
2
2023-08-20 15:21:39.221386
Good
Yes
Rarely
House
1,976
1,181,621
31
Male
14,094
Single
3
Bachelor's
Self-Employed
44.79685
Urban
Comprehensive
0
3
729
4
2022-11-17 15:21:39.134960
Average
No
Weekly
Apartment
1,560
1,181,622
31
Male
57,536
Divorced
2
High School
null
51.093158
Suburban
Premium
2
10
732
7
2022-11-17 15:21:39.237118
Poor
No
Monthly
House
4,136
1,181,623
37
Male
605
Single
1
Master's
null
null
Urban
Comprehensive
1
7
696
9
2022-12-06 15:21:39.155231
Good
Yes
Daily
Condo
717
1,181,624
40
Female
93,665
Married
3
Bachelor's
Employed
14.918799
Rural
Basic
2
7
359
8
2024-05-01 15:21:39.237118
Good
No
Daily
House
101
1,181,625
37
Female
145,743
Single
2
PhD
null
null
Urban
Premium
0
14
null
9
2019-12-02 15:21:39.134960
Poor
No
Rarely
House
48
1,181,626
45
Male
36,706
Single
4
Bachelor's
Unemployed
22.4831
Urban
Premium
1
2
784
7
2020-12-09 15:21:39.194829
Poor
No
Daily
House
904
1,181,627
45
Male
27,442
Married
4
High School
null
29.987833
Rural
Premium
1
8
693
8
2019-09-10 15:21:39.237118
Good
Yes
Monthly
Apartment
813
1,181,628
42
Male
16,740
Married
1
Bachelor's
Employed
32.579316
Urban
Comprehensive
null
14
374
8
2020-07-06 15:21:39.084065
Average
No
Monthly
Condo
546
1,181,629
31
Female
24,647
Married
1
High School
Unemployed
13.898755
Rural
Basic
null
3
437
9
2023-10-28 15:21:39.133866
null
Yes
Monthly
Apartment
759
1,181,630
49
Male
20,006
Married
2
Master's
null
21.243467
Suburban
Premium
null
3
620
3
2021-11-08 15:21:39.098696
Poor
No
Daily
Condo
1,904
1,181,631
48
Female
134,848
Married
0
Master's
Employed
16.636268
Suburban
Comprehensive
null
11
377
9
2022-05-01 15:21:39.175719
Good
No
Monthly
Apartment
1,549
1,181,632
29
Male
148,848
Single
0
High School
Self-Employed
31.058764
Urban
Premium
3
11
425
2
2020-05-10 15:21:39.134960
Average
Yes
Daily
Apartment
1,269
1,181,633
41
Male
70,818
Divorced
3
Master's
Unemployed
31.379729
Suburban
Basic
1
13
694
8
2021-01-14 15:21:39.115178
Good
No
Monthly
Condo
393
1,181,634
56
Female
30,221
Married
0
High School
Unemployed
42.850107
Suburban
Comprehensive
3
13
677
8
2023-08-11 15:21:39.145732
Poor
Yes
Daily
House
1,273
1,181,635
23
Female
43,935
Married
4
Master's
Employed
20.957455
Suburban
Comprehensive
0
12
561
7
2020-02-03 15:21:39.146733
Poor
Yes
Weekly
Apartment
669
1,181,636
59
Female
29,350
Single
2
Master's
Employed
11.799534
Rural
Comprehensive
2
5
603
2
2019-11-18 15:21:39.237118
Average
Yes
Rarely
House
533
1,181,637
34
Female
74,388
Married
4
Bachelor's
null
48.422712
Suburban
Premium
0
14
694
2
2024-06-03 15:21:39.236064
null
Yes
Monthly
Apartment
3,005
1,181,638
42
Male
18,227
Single
4
Bachelor's
Unemployed
6.73555
Rural
Basic
null
3
431
9
2020-03-11 15:21:39.226954
Average
No
Monthly
Condo
515
1,181,639
28
Female
38,401
Single
3
PhD
Self-Employed
25.534785
Suburban
Comprehensive
0
9
544
9
2023-02-03 15:21:39.134960
Poor
Yes
Rarely
House
2,128
1,181,640
40
Female
26,296
Divorced
4
PhD
Unemployed
38.823767
Suburban
Premium
2
14
788
8
2020-09-17 15:21:39.269494
Poor
Yes
Monthly
Condo
635
1,181,641
32
Male
17,155
Single
1
PhD
Employed
48.543274
Urban
Premium
null
16
null
8
2021-06-30 15:21:39.283783
Average
No
Monthly
Condo
2,399
1,181,642
32
Male
18,189
Divorced
2
Bachelor's
Employed
37.723442
Urban
Premium
1
6
316
6
2019-08-18 15:21:39.207847
Poor
No
Rarely
Condo
542
1,181,643
55
Male
39,839
Married
3
Master's
Unemployed
24.066004
Urban
Comprehensive
0
14
null
7
2023-04-02 15:21:39.134960
Poor
No
Weekly
Apartment
28
1,181,644
38
Male
2,496
Married
0
Master's
null
31.824407
Suburban
Basic
4
17
644
9
2023-01-16 15:21:39.189223
Average
No
Daily
Condo
1,662
1,181,645
59
Male
5,749
Divorced
null
PhD
Self-Employed
7.993359
Suburban
Basic
null
9
null
7
2021-12-15 15:21:39.155231
Good
Yes
Rarely
Condo
23
1,181,646
59
Female
113,489
Married
null
PhD
null
19.290971
Suburban
Comprehensive
0
19
432
6
2021-10-25 15:21:39.192212
Good
No
Daily
Apartment
910
1,181,647
30
Male
13,020
Single
4
Bachelor's
Unemployed
31.824203
Rural
Comprehensive
0
16
559
7
2021-01-18 15:21:39.122134
Poor
Yes
Daily
Apartment
727
1,181,648
41
Male
44,958
Divorced
0
PhD
Self-Employed
25.57773
Suburban
Comprehensive
1
18
622
3
2023-06-07 15:21:39.148733
Good
No
Daily
Apartment
531
1,181,649
21
Female
13,791
Divorced
2
PhD
Unemployed
15.918273
Suburban
Premium
null
3
null
2
2023-04-21 15:21:39.190215
Poor
No
Daily
Apartment
27
1,181,650
60
Female
11,261
Divorced
2
PhD
Self-Employed
17.719475
Suburban
Premium
1
4
548
7
2020-09-04 15:21:39.091080
Poor
No
Rarely
House
609
1,181,651
33
Female
93,664
Married
0
High School
Self-Employed
26.396886
Rural
Comprehensive
2
12
335
7
2021-02-03 15:21:39.148733
Poor
No
Monthly
Apartment
2,357
1,181,652
50
Male
64,579
Divorced
0
High School
Self-Employed
23.141655
Urban
Comprehensive
1
14
347
2
2023-08-19 15:21:39.149731
Good
Yes
Monthly
House
3,489
1,181,653
48
Male
50,766
Married
1
Bachelor's
null
22.162333
Rural
Premium
null
6
391
7
2020-07-31 15:21:39.123711
Good
No
Monthly
House
1,603
1,181,654
42
Female
68,878
Married
1
Bachelor's
Self-Employed
6.551177
Suburban
Comprehensive
null
2
489
1
2020-11-28 15:21:39.221386
Good
No
Weekly
Condo
3,428
1,181,655
null
Male
3,392
Married
null
Master's
null
12.74419
Rural
Basic
1
19
674
6
2021-02-11 15:21:39.155231
Average
No
Rarely
House
2,441
1,181,656
50
Female
147,903
Divorced
1
PhD
Unemployed
26.339413
Rural
Comprehensive
null
0
725
6
2020-09-14 15:21:39.257696
Average
No
Weekly
Apartment
115
1,181,657
37
Female
11,027
Single
4
High School
Self-Employed
32.779211
Urban
Basic
null
6
841
8
2019-09-18 15:21:39.265513
Good
Yes
Weekly
House
703
1,181,658
38
Male
35,682
Single
3
Master's
Self-Employed
21.033717
Rural
Basic
0
15
602
3
2020-09-15 15:21:39.155231
Poor
No
Daily
House
1,605
1,181,659
37
Female
2,382
Married
null
Master's
Unemployed
18.817593
Suburban
Comprehensive
3
6
565
2
2020-02-10 15:21:39.097737
null
Yes
Weekly
Condo
574
1,181,660
59
Female
7,451
Married
4
Bachelor's
null
33.884467
Rural
Comprehensive
0
9
731
1
2022-07-13 15:21:39.177724
Poor
Yes
Monthly
Condo
332
1,181,661
38
Male
16,519
Married
1
High School
Self-Employed
26.643876
Rural
Basic
2
9
null
3
2024-04-27 15:21:39.151732
Good
No
Monthly
Condo
203
1,181,662
57
Male
16,024
Single
4
PhD
Employed
22.383621
Urban
Comprehensive
1
14
522
8
2024-01-15 15:21:39.213373
null
Yes
Weekly
Apartment
169
1,181,663
40
Male
18,297
Divorced
1
High School
null
4.86299
Urban
Basic
0
0
642
2
2020-04-25 15:21:39.155231
Good
Yes
Rarely
Apartment
330
1,181,664
61
Male
21,059
Married
4
Bachelor's
null
42.026716
Urban
Comprehensive
null
14
731
8
2021-04-07 15:21:39.261856
Average
No
Weekly
House
1,204
1,181,665
48
Female
66,489
Divorced
3
High School
Employed
29.965693
Rural
Basic
1
14
786
9
2024-04-12 15:21:39.155231
Poor
Yes
Daily
House
45
1,181,666
57
Male
10,701
Single
0
Master's
null
16.267375
Suburban
Basic
2
16
554
4
2020-06-18 15:21:39.082499
Good
Yes
Weekly
Condo
916
1,181,667
56
Male
29,091
Single
3
PhD
Employed
2.569154
Urban
Comprehensive
1
5
844
4
2021-02-11 15:21:39.134960
Average
No
Daily
Apartment
663
1,181,668
45
Male
34,221
Divorced
1
High School
null
12.180421
Urban
Comprehensive
0
9
696
5
2019-08-24 15:21:39.105404
Poor
Yes
Weekly
Apartment
710
1,181,669
25
Female
35,475
Married
3
High School
Employed
23.755951
Urban
Premium
null
5
445
1
2020-10-10 15:21:39.190215
Good
Yes
Rarely
House
886
1,181,670
54
Male
397
Married
0
Bachelor's
Self-Employed
null
Rural
Basic
0
3
722
8
2021-08-14 15:21:39.146733
Average
Yes
Daily
House
1,527
1,181,671
49
Female
null
Divorced
0
PhD
Unemployed
51.966167
Rural
Comprehensive
3
18
462
2
2022-12-15 15:21:39.154008
Average
Yes
Daily
Apartment
1,580
1,181,672
44
Female
51,140
Divorced
4
PhD
Unemployed
null
Rural
Basic
null
15
532
6
2020-07-31 15:21:39.171102
null
No
Rarely
Condo
827
1,181,673
48
Female
1,258
Married
0
Bachelor's
Self-Employed
null
Rural
Comprehensive
1
15
null
1
2021-08-15 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,219
1,181,674
51
Female
34,405
Single
1
Bachelor's
Unemployed
5.993235
Urban
Basic
6
17
310
3
2021-03-10 15:21:39.187211
Good
No
Monthly
Condo
2,362
1,181,675
41
Male
27,880
Divorced
2
PhD
null
14.160738
Urban
Comprehensive
0
8
639
9
2024-01-08 15:21:39.092127
Average
Yes
Rarely
House
286
1,181,676
19
Female
5,720
Single
2
Bachelor's
Employed
26.140439
Rural
Comprehensive
1
6
330
6
2019-11-22 15:21:39.197445
Good
Yes
Rarely
House
660
1,181,677
32
Female
16,076
Married
2
High School
Unemployed
42.240561
Suburban
Basic
1
3
null
4
2021-07-13 15:21:39.172097
Good
Yes
Weekly
Apartment
979
1,181,678
64
Female
1,204
Married
1
Master's
Unemployed
19.016749
Suburban
Basic
null
12
null
4
2024-06-27 15:21:39.167099
Average
Yes
Rarely
Apartment
2,422
1,181,679
50
Male
24,706
Divorced
2
PhD
Employed
35.288069
Urban
Basic
0
12
748
9
2024-06-24 15:21:39.177724
Poor
Yes
Weekly
House
1,639
1,181,680
18
Male
68,791
Married
1
PhD
Unemployed
29.297989
Suburban
Basic
1
11
null
3
2019-10-05 15:21:39.134960
Good
Yes
Daily
House
3,365
1,181,681
39
Male
5,864
Married
4
Bachelor's
null
41.598822
Suburban
Comprehensive
0
12
718
4
2022-11-21 15:21:39.134960
Poor
Yes
Rarely
Apartment
742
1,181,682
30
Male
35
Divorced
2
Master's
Self-Employed
31.095618
Suburban
Premium
2
0
null
3
2019-09-07 15:21:39.261856
null
No
Daily
Apartment
2,674
1,181,683
46
Female
3,636
Divorced
0
Master's
Self-Employed
33.448701
Rural
Premium
null
8
675
9
2020-11-13 15:21:39.155231
Good
No
Weekly
Apartment
2,654
1,181,684
25
Male
46,424
Married
2
High School
null
null
Suburban
Comprehensive
null
3
442
4
2021-08-27 15:21:39.134960
Poor
Yes
Weekly
Apartment
614
1,181,685
52
Female
5,510
Single
3
PhD
Self-Employed
36.829032
Urban
Basic
1
12
597
7
2019-12-09 15:21:39.092127
Good
Yes
Rarely
Condo
857
1,181,686
21
Female
30,450
Married
0
High School
Employed
16.331699
Suburban
Premium
1
7
746
6
2021-07-14 15:21:39.134960
Good
No
Monthly
Apartment
2,657
1,181,687
32
Male
635
Single
1
Master's
null
31.132571
Urban
Comprehensive
null
14
410
4
2021-09-25 15:21:39.237118
Average
Yes
Weekly
Condo
926
1,181,688
58
Male
28,984
Married
3
Master's
Self-Employed
46.814792
Urban
Premium
0
2
527
7
2020-05-23 15:21:39.172097
Good
No
Weekly
House
642
1,181,689
54
Female
null
Single
0
High School
null
30.572878
Rural
Basic
0
17
514
7
2020-12-26 15:21:39.081504
Good
No
Daily
Apartment
370
1,181,690
30
Male
13,984
Married
0
Master's
Unemployed
42.188849
Suburban
Basic
1
5
null
4
2020-07-20 15:21:39.124659
Good
No
Daily
House
1,647
1,181,691
20
Male
4,838
Married
4
Master's
null
23.942144
Suburban
Comprehensive
3
1
699
4
2023-06-11 15:21:39.086123
Average
No
Monthly
Apartment
528
1,181,692
47
Male
39,719
Divorced
null
Bachelor's
null
17.816051
Rural
Comprehensive
null
16
578
7
2022-10-14 15:21:39.081504
Average
No
Rarely
House
1,569
1,181,693
44
Male
37,138
Divorced
1
Master's
null
14.534333
Rural
Comprehensive
1
17
636
5
2023-10-31 15:21:39.276901
Good
Yes
Weekly
House
480
1,181,694
19
Male
41,201
Divorced
3
Master's
Unemployed
13.965302
Suburban
Comprehensive
1
3
459
4
2020-03-26 15:21:39.237118
Poor
No
Rarely
House
412
1,181,695
60
Male
12,881
Single
2
High School
Employed
13.760871
Urban
Basic
null
0
831
2
2024-04-19 15:21:39.126661
Good
No
Monthly
Apartment
1,178
1,181,696
63
Female
24,706
Married
1
PhD
Unemployed
40.698625
Rural
Comprehensive
1
5
315
1
2024-07-06 15:21:39.231531
Poor
No
Rarely
Apartment
955
1,181,697
40
Female
null
Divorced
2
PhD
Self-Employed
37.692424
Urban
Basic
1
9
712
5
2023-10-22 15:21:39.165120
Average
Yes
Monthly
House
226
1,181,698
38
Female
30,678
Single
2
Master's
Self-Employed
50.679024
Suburban
Basic
2
7
637
3
2022-06-19 15:21:39.254678
Good
No
Daily
Condo
557
1,181,699
22
Male
4,906
Married
null
PhD
Unemployed
30.794687
Rural
Comprehensive
null
2
310
3
2019-11-08 15:21:39.132191
Poor
Yes
Daily
Condo
330