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
1,172,800
34
Female
null
Married
1
Master's
null
18.917956
Suburban
Comprehensive
null
17
756
4
2024-02-08 15:21:39.177724
Average
No
Monthly
House
392
1,172,801
39
Female
13,252
Married
4
High School
Unemployed
7.966839
Urban
Comprehensive
0
12
697
4
2020-08-29 15:21:39.155231
Average
Yes
Weekly
House
1,122
1,172,802
39
Female
4,064
Single
1
Master's
Self-Employed
29.738905
Rural
Premium
null
6
782
2
2022-02-05 15:21:39.237118
Poor
No
Rarely
Condo
157
1,172,803
49
Female
18,066
Married
2
Master's
Employed
10.27312
Suburban
Premium
null
10
332
3
2020-07-14 15:21:39.213373
Poor
No
Monthly
Condo
1,509
1,172,804
64
Female
8,097
Divorced
1
PhD
null
12.746256
Rural
Comprehensive
null
18
735
3
2023-12-06 15:21:39.237118
Average
Yes
Weekly
House
852
1,172,805
60
Female
166
Single
4
Bachelor's
Unemployed
22.231086
Rural
Basic
0
7
435
8
2022-03-28 15:21:39.285112
Average
Yes
Rarely
Apartment
1,190
1,172,806
61
Female
9,999
Single
2
PhD
Unemployed
28.966013
Rural
Premium
1
14
824
8
2019-10-05 15:21:39.155231
Good
No
Daily
Condo
1,085
1,172,807
41
Male
25,365
Married
2
High School
null
12.057786
Rural
Premium
null
13
498
9
2021-04-05 15:21:39.155231
Average
No
Monthly
Apartment
488
1,172,808
26
Male
1,664
Divorced
1
PhD
Employed
35.58666
Suburban
Basic
2
19
403
7
2023-04-22 15:21:39.264504
Good
No
Monthly
House
2,373
1,172,809
51
Female
17,076
Married
3
Master's
Self-Employed
22.739393
Rural
Premium
null
15
555
5
2022-07-31 15:21:39.086123
Poor
No
Rarely
Condo
813
1,172,810
41
Female
64,420
Married
0
Master's
null
null
Urban
Premium
1
5
835
7
2022-04-14 15:21:39.134960
Poor
No
Rarely
Condo
2,586
1,172,811
37
Female
5,903
Married
1
PhD
null
19.509614
Urban
Premium
0
3
534
1
2021-01-15 15:21:39.207847
Poor
Yes
Weekly
House
2,480
1,172,812
46
Female
10,863
Single
4
High School
Employed
22.776867
Rural
Basic
0
11
458
7
2020-12-28 15:21:39.237118
Average
Yes
Rarely
Condo
220
1,172,813
31
Female
19,996
Single
1
High School
Self-Employed
14.845717
Rural
Basic
0
5
334
4
2024-04-09 15:21:39.223901
Poor
No
Rarely
Apartment
4,843
1,172,814
62
Female
11,979
Single
1
PhD
Self-Employed
34.126062
Urban
Comprehensive
0
1
520
5
2024-04-28 15:21:39.116179
null
No
Weekly
House
1,876
1,172,815
48
Female
54,814
Married
1
Master's
Unemployed
17.087492
Suburban
Basic
1
4
473
1
2020-03-22 15:21:39.261856
Average
Yes
Monthly
Condo
2,313
1,172,816
54
Female
54,829
Divorced
3
Bachelor's
null
13.357966
Rural
Basic
null
8
376
9
2019-09-01 15:21:39.230483
Good
No
Monthly
House
1,201
1,172,817
38
Female
7,073
Married
4
Bachelor's
null
null
Suburban
Basic
1
2
644
7
2020-03-27 15:21:39.126661
Poor
Yes
Monthly
Apartment
713
1,172,818
48
Male
38,393
Divorced
2
PhD
Self-Employed
5.652578
Suburban
Comprehensive
2
9
761
2
2021-04-09 15:21:39.147735
Average
Yes
Rarely
Condo
691
1,172,819
38
Female
6,464
Single
4
PhD
Unemployed
12.777319
Suburban
Premium
1
2
507
9
2023-10-05 15:21:39.226954
Good
Yes
Rarely
Condo
2,793
1,172,820
20
Female
18,063
Single
3
High School
Employed
39.867143
Rural
Basic
0
17
758
4
2020-02-23 15:21:39.092127
Good
No
Monthly
Condo
2,959
1,172,821
26
Male
12,962
Divorced
2
PhD
Employed
9.143577
Suburban
Comprehensive
0
9
827
5
2022-08-29 15:21:39.180553
Poor
No
Daily
Apartment
776
1,172,822
29
Male
46,322
Single
2
High School
Self-Employed
18.849237
Urban
Comprehensive
1
0
827
4
2021-01-02 15:21:39.289099
Poor
Yes
Weekly
House
479
1,172,823
54
Male
857
Single
3
PhD
Self-Employed
19.922169
Rural
Basic
2
6
763
9
2023-03-15 15:21:39.268507
Average
No
Daily
Condo
871
1,172,824
50
Female
30,331
Married
1
Master's
Self-Employed
13.939761
Suburban
Basic
3
17
477
6
2021-04-27 15:21:39.269494
Average
Yes
Weekly
Apartment
1,639
1,172,825
48
Male
23,296
Divorced
3
Master's
Self-Employed
36.635946
Urban
Comprehensive
0
3
647
8
2021-06-22 15:21:39.244069
Poor
Yes
Weekly
Condo
623
1,172,826
36
Female
27,961
Divorced
1
PhD
Self-Employed
47.161244
Rural
Premium
0
19
442
3
2021-04-12 15:21:39.201446
Average
No
Weekly
Apartment
1,229
1,172,827
51
Male
18,795
Single
1
Bachelor's
Self-Employed
30.955796
Suburban
Comprehensive
1
13
597
9
2021-04-24 15:21:39.147735
Good
Yes
Weekly
Apartment
643
1,172,828
null
Male
899
Single
4
High School
Employed
24.539706
Urban
Premium
2
16
791
3
2024-07-28 15:21:39.120168
Good
No
Daily
Condo
431
1,172,829
19
Female
105,122
Single
3
PhD
Employed
30.624326
Urban
Comprehensive
null
17
558
1
2024-06-29 15:21:39.288099
Good
No
Daily
House
399
1,172,830
61
Male
20,961
Single
1
High School
Self-Employed
10.074863
Urban
Comprehensive
0
2
680
4
2022-05-05 15:21:39.279729
Poor
No
Daily
Apartment
438
1,172,831
50
Male
3,308
Married
3
Bachelor's
Self-Employed
null
Urban
Comprehensive
null
1
522
3
2022-08-24 15:21:39.271453
null
No
Weekly
Condo
2,652
1,172,832
60
Male
1,145
Divorced
0
Bachelor's
Unemployed
49.859323
Urban
Premium
2
0
725
7
2024-07-11 15:21:39.155231
Poor
Yes
Rarely
Condo
749
1,172,833
null
Female
29,096
Single
2
Bachelor's
null
10.81312
Suburban
Comprehensive
1
16
617
5
2022-10-15 15:21:39.256696
Good
No
Rarely
House
626
1,172,834
23
Female
30,224
Married
0
Bachelor's
Self-Employed
21.351361
Rural
Comprehensive
null
7
346
1
2024-03-14 15:21:39.080440
Poor
Yes
Weekly
Condo
763
1,172,835
37
Male
3,546
Married
0
High School
null
13.079589
Urban
Premium
2
15
602
1
2021-10-24 15:21:39.259788
Good
No
Monthly
Apartment
628
1,172,836
29
Female
66,514
Married
null
Master's
Employed
null
Rural
Basic
2
12
null
5
2022-04-22 15:21:39.230483
Average
No
Daily
House
3,079
1,172,837
null
Male
5,535
Divorced
2
Bachelor's
Self-Employed
4.611121
Urban
Premium
1
16
513
3
2023-06-07 15:21:39.134960
Good
Yes
Weekly
House
531
1,172,838
40
Male
46,279
Divorced
4
PhD
Self-Employed
11.382331
Urban
Comprehensive
1
5
713
4
2021-05-26 15:21:39.192212
Poor
No
Monthly
Apartment
1,020
1,172,839
44
Male
10,677
Single
3
Bachelor's
Self-Employed
16.722991
Urban
Premium
1
12
812
9
2023-01-08 15:21:39.097737
Average
No
Daily
Apartment
1,048
1,172,840
20
Male
3,468
Divorced
4
High School
Employed
22.724283
Rural
Comprehensive
2
15
776
1
2023-05-20 15:21:39.272456
Good
Yes
Rarely
Apartment
1,363
1,172,841
47
Female
73,881
Single
3
Master's
Self-Employed
36.938592
Suburban
Premium
0
18
431
9
2020-05-19 15:21:39.126661
Good
Yes
Daily
House
515
1,172,842
43
Male
45,425
Divorced
2
Master's
null
23.265099
Rural
Premium
null
13
514
2
2020-10-28 15:21:39.132191
Average
No
Daily
House
1,608
1,172,843
64
Male
37,624
Divorced
3
Bachelor's
Self-Employed
10.071054
Urban
Basic
null
12
433
7
2021-09-21 15:21:39.105504
Poor
Yes
Monthly
Apartment
1,069
1,172,844
55
Male
29,096
Married
1
Master's
Unemployed
12.049015
Urban
Comprehensive
2
1
674
1
2022-01-17 15:21:39.155231
Average
Yes
Weekly
Condo
801
1,172,845
56
Male
11,345
Divorced
4
Master's
Self-Employed
31.552475
Rural
Premium
0
3
null
1
2024-08-04 15:21:39.192212
Average
Yes
Daily
Apartment
1,229
1,172,846
20
Female
11,609
Divorced
3
PhD
null
15.958306
Urban
Basic
null
10
733
7
2023-01-24 15:21:39.155231
Good
No
Rarely
Condo
788
1,172,847
29
Male
1,578
Single
2
PhD
Employed
22.479736
Suburban
Comprehensive
null
15
557
2
2019-11-20 15:21:39.192212
Good
Yes
Rarely
Condo
717
1,172,848
37
Female
12,461
Married
1
Master's
Self-Employed
32.858019
Rural
Basic
0
16
801
3
2020-03-10 15:21:39.202448
Average
Yes
Daily
Condo
1,284
1,172,849
44
Male
16,557
Single
1
PhD
Unemployed
23.203674
Urban
Basic
2
14
695
4
2021-03-08 15:21:39.155231
Average
No
Weekly
Apartment
1,225
1,172,850
42
Male
74,527
Divorced
3
Bachelor's
Self-Employed
16.891434
Urban
Comprehensive
1
8
758
7
2022-07-04 15:21:39.189223
Good
Yes
Weekly
Condo
284
1,172,851
25
Female
142,398
Divorced
1
Bachelor's
Unemployed
17.848349
Rural
Comprehensive
0
18
554
1
2022-06-04 15:21:39.237118
null
Yes
Rarely
Apartment
28
1,172,852
49
Male
49,878
Divorced
1
PhD
null
8.145577
Suburban
Basic
1
8
502
2
2024-04-19 15:21:39.171102
Average
Yes
Daily
Condo
2,689
1,172,853
33
Male
27,655
Married
3
High School
null
31.162764
Suburban
Comprehensive
1
16
748
5
2023-10-22 15:21:39.223390
Average
No
Rarely
House
1,219
1,172,854
34
Female
19,038
Single
4
Bachelor's
null
21.994017
Rural
Basic
0
18
763
6
2021-04-28 15:21:39.104139
Average
Yes
Weekly
House
210
1,172,855
38
Male
43,715
Married
0
High School
Unemployed
25.158099
Suburban
Basic
2
19
371
7
2021-05-10 15:21:39.261856
Average
Yes
Weekly
Apartment
3,469
1,172,856
31
Female
27,132
Single
3
High School
Unemployed
45.226664
Suburban
Comprehensive
1
4
538
1
2023-04-27 15:21:39.237118
Poor
Yes
Weekly
Condo
1,203
1,172,857
25
Male
39,766
Single
0
Bachelor's
Self-Employed
48.933175
Suburban
Basic
1
6
556
5
2024-01-04 15:21:39.134960
Good
Yes
Daily
Condo
1,561
1,172,858
40
Female
7,894
Divorced
3
PhD
Self-Employed
9.988506
Urban
Premium
0
3
804
8
2024-06-23 15:21:39.186212
Poor
Yes
Monthly
House
1,484
1,172,859
63
Female
25,021
Married
1
High School
Unemployed
23.818209
Rural
Premium
0
6
642
1
2024-08-02 15:21:39.191219
Poor
No
Weekly
Apartment
669
1,172,860
50
Female
31,470
Single
null
High School
Unemployed
33.151684
Urban
Comprehensive
0
6
793
3
2020-03-05 15:21:39.249100
Poor
Yes
Daily
House
2,297
1,172,861
27
Male
16,079
Single
null
PhD
Self-Employed
14.692227
Suburban
Basic
1
7
456
4
2020-05-27 15:21:39.102694
Good
Yes
Monthly
Apartment
661
1,172,862
31
Female
45,901
Married
3
Master's
Employed
49.595315
Rural
Basic
0
3
744
4
2020-03-06 15:21:39.222387
Good
No
Daily
House
381
1,172,863
21
Female
18,070
Married
3
Bachelor's
Self-Employed
26.938951
Urban
Premium
null
13
null
3
2020-04-08 15:21:39.193945
Poor
Yes
Weekly
House
1,035
1,172,864
35
Male
76,780
Married
1
PhD
Self-Employed
4.59316
Suburban
Comprehensive
null
13
558
2
2020-07-27 15:21:39.273973
Average
No
Monthly
Condo
338
1,172,865
55
Male
123,953
Divorced
null
High School
null
18.030812
Urban
Basic
null
7
310
3
2021-07-23 15:21:39.105504
Poor
Yes
Weekly
Apartment
357
1,172,866
21
Female
18,114
Married
3
Master's
Employed
null
Suburban
Comprehensive
null
10
626
8
2020-02-09 15:21:39.143708
Average
Yes
Daily
Apartment
766
1,172,867
50
Female
25,789
Single
2
PhD
Self-Employed
25.611386
Suburban
Basic
3
4
381
2
2024-05-07 15:21:39.237118
Good
Yes
Daily
Condo
1,111
1,172,868
26
Female
9,006
Married
2
PhD
null
32.160878
Rural
Comprehensive
1
5
584
8
2022-11-14 15:21:39.211806
Average
Yes
Rarely
Condo
1,423
1,172,869
40
Male
15,882
Married
3
Master's
Unemployed
17.247215
Rural
Premium
1
0
null
8
2022-12-19 15:21:39.194829
Poor
Yes
Rarely
Condo
605
1,172,870
60
Female
18,123
Married
4
PhD
Self-Employed
32.456231
Rural
Basic
0
16
411
7
2023-08-17 15:21:39.147735
Average
Yes
Rarely
House
812
1,172,871
41
Female
43,849
Married
2
Bachelor's
Employed
26.836119
Suburban
Premium
null
14
627
3
2023-05-15 15:21:39.237118
Good
No
Weekly
House
1,218
1,172,872
35
Male
28,800
Single
1
Master's
Unemployed
19.502893
Suburban
Premium
1
14
437
7
2020-04-13 15:21:39.237118
null
Yes
Rarely
House
1,129
1,172,873
35
Male
30,702
Married
1
Master's
Self-Employed
16.774629
Suburban
Premium
0
5
816
1
2020-09-08 15:21:39.204201
Poor
No
Rarely
Apartment
836
1,172,874
58
Male
18,087
Married
2
PhD
Unemployed
14.311764
Urban
Comprehensive
0
5
310
5
2021-09-05 15:21:39.272456
Average
Yes
Monthly
Condo
484
1,172,875
49
Male
17,132
Single
3
Bachelor's
Unemployed
48.636573
Urban
Premium
2
6
413
1
2023-10-08 15:21:39.206847
Average
No
Rarely
Condo
4,538
1,172,876
48
Female
13,693
Married
1
PhD
Self-Employed
27.912486
Urban
Basic
1
8
479
6
2021-08-10 15:21:39.144722
Poor
No
Weekly
Apartment
1,325
1,172,877
57
Male
17,091
Married
0
High School
null
42.276666
Suburban
Basic
1
3
687
6
2023-03-23 15:21:39.288099
Poor
Yes
Rarely
Apartment
2,167
1,172,878
54
Male
25,480
Divorced
null
Bachelor's
Self-Employed
37.084854
Suburban
Premium
2
14
528
3
2022-03-09 15:21:39.246098
null
Yes
Daily
Condo
2,473
1,172,879
34
Female
7,061
Single
3
Master's
Employed
17.869689
Rural
Comprehensive
1
4
716
2
2022-09-27 15:21:39.171102
Average
Yes
Weekly
House
643
1,172,880
58
Male
69,696
Married
4
Bachelor's
Unemployed
29.726436
Rural
Premium
null
13
684
7
2019-11-09 15:21:39.213373
Average
No
Daily
Apartment
430
1,172,881
50
Female
30,442
Single
4
Master's
Employed
null
Rural
Premium
null
11
787
4
2024-06-06 15:21:39.122134
Good
Yes
Monthly
Apartment
907
1,172,882
55
Female
12,085
Married
1
PhD
Unemployed
28.936126
Urban
Premium
0
0
590
2
2022-08-16 15:21:39.134960
Good
No
Rarely
Condo
908
1,172,883
46
Male
5,516
Divorced
2
High School
Employed
4.81231
Suburban
Basic
1
7
815
9
2020-06-23 15:21:39.248098
Good
Yes
Daily
Condo
2,210
1,172,884
63
Female
81,867
Divorced
0
Bachelor's
Unemployed
16.611602
Suburban
Basic
1
16
381
2
2021-07-25 15:21:39.184157
Good
Yes
Daily
House
1,423
1,172,885
55
Male
40,079
Divorced
4
High School
Self-Employed
41.40243
Urban
Comprehensive
0
12
704
4
2020-08-02 15:21:39.110557
Good
No
Weekly
House
665
1,172,886
27
Male
11,916
Married
4
Bachelor's
Self-Employed
20.73536
Urban
Basic
1
7
620
6
2023-07-13 15:21:39.276901
Average
Yes
Daily
Condo
959
1,172,887
57
Female
29,190
Single
null
Bachelor's
null
36.267946
Urban
Comprehensive
3
14
636
5
2022-01-31 15:21:39.092127
Good
Yes
Daily
Apartment
1,326
1,172,888
24
Male
7,926
Divorced
3
Bachelor's
Self-Employed
20.632144
Rural
Basic
0
6
578
6
2019-10-21 15:21:39.149731
Good
Yes
Weekly
House
2,571
1,172,889
23
Female
33,962
Divorced
0
Master's
null
16.356918
Suburban
Basic
2
16
576
4
2022-05-07 15:21:39.259788
Good
No
Rarely
Apartment
711
1,172,890
64
Male
18,078
Single
4
Bachelor's
Employed
4.442169
Rural
Premium
null
14
467
6
2022-08-30 15:21:39.131192
Poor
No
Monthly
Apartment
1,513
1,172,891
51
Female
25,211
Divorced
null
High School
Unemployed
25.027067
Urban
Basic
2
14
376
3
2020-03-18 15:21:39.252145
Poor
No
Weekly
Condo
736
1,172,892
null
Male
6,902
Married
null
Master's
null
22.274045
Suburban
Basic
null
6
695
7
2023-07-12 15:21:39.247098
Good
Yes
Rarely
Apartment
817
1,172,893
38
Male
46,115
Married
1
PhD
Employed
5.099752
Rural
Premium
3
13
831
6
2023-09-11 15:21:39.090124
Good
No
Rarely
Apartment
2,155
1,172,894
35
Male
1,646
Married
4
PhD
Unemployed
34.172847
Suburban
Comprehensive
2
10
734
3
2021-04-13 15:21:39.134960
Poor
Yes
Rarely
Condo
1,761
1,172,895
51
Male
44,680
Married
4
Bachelor's
Employed
39.91469
Suburban
Comprehensive
2
14
621
2
2023-07-22 15:21:39.264504
Average
No
Rarely
Apartment
2,971
1,172,896
19
Female
null
Single
0
PhD
Self-Employed
51.890559
Urban
Premium
1
5
679
6
2020-07-17 15:21:39.155231
Good
No
Rarely
House
783
1,172,897
50
Male
25,168
Single
null
PhD
null
25.865974
Suburban
Basic
1
3
566
2
2019-12-10 15:21:39.080440
Poor
Yes
Rarely
Apartment
1,744
1,172,898
30
Male
2,778
Divorced
null
Bachelor's
Unemployed
37.828632
Suburban
Premium
1
5
754
8
2019-11-20 15:21:39.231531
Good
Yes
Daily
Condo
2,560
1,172,899
63
Male
801
Married
4
Master's
Self-Employed
null
Rural
Basic
null
8
null
7
2021-09-05 15:21:39.154008
Average
No
Rarely
Condo
1,355