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
1,184,600
42
Female
39,425
Single
4
Bachelor's
null
23.656443
Urban
Comprehensive
null
6
575
2
2022-01-21 15:21:39.226954
Good
Yes
Weekly
Condo
825
1,184,601
56
Female
34,757
Divorced
1
PhD
Employed
13.653094
Rural
Comprehensive
0
8
814
1
2019-08-29 15:21:39.126661
Average
Yes
Weekly
Condo
1,258
1,184,602
46
Male
75,715
Single
3
High School
null
27.022877
Urban
Comprehensive
null
12
429
4
2023-07-27 15:21:39.107553
Average
No
Daily
Condo
104
1,184,603
21
Male
121,082
Divorced
4
High School
Employed
5.047839
Suburban
Premium
1
16
391
1
2021-02-18 15:21:39.100695
null
Yes
Daily
Condo
561
1,184,604
57
Male
null
Divorced
2
Master's
null
5.93979
Suburban
Comprehensive
1
7
684
6
2024-01-29 15:21:39.094752
Poor
No
Rarely
House
104
1,184,605
19
Female
26,553
Divorced
2
Bachelor's
Self-Employed
17.527789
Rural
Basic
0
11
805
3
2024-07-29 15:21:39.155231
null
No
Weekly
House
441
1,184,606
64
Female
60,822
Divorced
2
High School
Unemployed
29.90634
Suburban
Basic
0
4
659
3
2024-03-28 15:21:39.188220
Good
Yes
Rarely
Apartment
304
1,184,607
20
Female
6,912
Married
0
Master's
Unemployed
8.006071
Rural
Basic
0
5
322
4
2023-05-07 15:21:39.168099
Poor
Yes
Daily
Condo
1,153
1,184,608
59
Male
18,644
Married
4
High School
Employed
10.648401
Rural
Premium
2
8
492
3
2022-04-01 15:21:39.155231
null
No
Daily
Apartment
2,148
1,184,609
53
Female
32,318
Divorced
0
PhD
Unemployed
17.296858
Rural
Basic
0
19
565
8
2022-05-14 15:21:39.172097
Poor
Yes
Weekly
Condo
612
1,184,610
38
Male
25,776
Divorced
1
Bachelor's
Employed
null
Urban
Premium
0
18
816
6
2021-05-15 15:21:39.134960
Average
No
Daily
Condo
442
1,184,611
43
Male
39,902
Married
3
Master's
null
9.774829
Urban
Comprehensive
1
6
null
1
2020-11-25 15:21:39.134960
Average
No
Daily
House
1,911
1,184,612
63
Female
54,860
Married
1
Bachelor's
null
25.084666
Urban
Basic
2
18
null
7
2022-09-28 15:21:39.082499
Poor
Yes
Weekly
Condo
2,026
1,184,613
58
Female
20,360
Single
4
High School
Unemployed
32.233657
Urban
Comprehensive
0
12
328
8
2022-05-21 15:21:39.172097
Poor
Yes
Daily
House
1,505
1,184,614
52
Male
20,654
Single
4
Master's
Unemployed
30.143818
Rural
Basic
2
18
772
4
2024-01-08 15:21:39.237118
Good
No
Monthly
Condo
24
1,184,615
22
Male
45,929
Divorced
2
High School
null
null
Rural
Basic
1
12
646
5
2021-04-07 15:21:39.121169
Average
No
Weekly
Condo
1,365
1,184,616
28
Male
61,461
Married
0
PhD
Employed
null
Urban
Basic
null
0
713
7
2023-11-08 15:21:39.080184
Good
No
Daily
Condo
2,265
1,184,617
57
Male
45,652
Married
3
High School
Employed
19.76602
Rural
Comprehensive
null
1
832
8
2019-12-01 15:21:39.097737
Poor
No
Daily
Condo
792
1,184,618
38
Male
5,727
Married
4
Master's
Self-Employed
11.285727
Rural
Comprehensive
2
18
626
4
2022-06-08 15:21:39.170099
Average
Yes
Monthly
Condo
1,327
1,184,619
51
Female
61,723
Single
0
Bachelor's
Employed
null
Urban
Premium
null
13
727
5
2021-10-03 15:21:39.251142
Poor
No
Monthly
Condo
2,485
1,184,620
58
Female
105,736
Single
null
High School
Employed
52.39084
Suburban
Premium
0
6
null
8
2019-09-30 15:21:39.098696
Poor
Yes
Monthly
Condo
1,320
1,184,621
38
Female
67,520
Married
0
Master's
null
27.434932
Rural
Comprehensive
1
10
795
7
2022-10-18 15:21:39.134960
Poor
Yes
Rarely
Apartment
393
1,184,622
26
Female
8,881
Married
0
Master's
null
28.527136
Rural
Basic
null
6
629
2
2020-05-29 15:21:39.173834
Poor
No
Rarely
Condo
582
1,184,623
53
Female
11,997
Divorced
1
High School
Employed
29.847817
Rural
Basic
2
14
587
5
2024-05-11 15:21:39.155231
Average
Yes
Rarely
Condo
871
1,184,624
42
Female
39,724
Married
1
Master's
null
36.751824
Suburban
Comprehensive
0
0
498
6
2023-04-16 15:21:39.088124
Good
No
Weekly
House
597
1,184,625
49
Female
19,982
Single
2
PhD
null
11.067854
Urban
Comprehensive
null
12
704
6
2024-05-18 15:21:39.237118
Good
Yes
Rarely
Apartment
920
1,184,626
58
Female
84,900
Divorced
0
High School
null
28.753168
Rural
Premium
1
4
371
1
2020-09-12 15:21:39.104139
Average
Yes
Daily
Apartment
28
1,184,627
19
Female
14,071
Divorced
3
High School
Unemployed
20.188825
Suburban
Comprehensive
1
11
638
5
2022-05-14 15:21:39.145732
Average
Yes
Daily
Apartment
1,217
1,184,628
30
Female
7,184
Married
2
Master's
Unemployed
34.847377
Rural
Basic
0
1
490
8
2022-02-26 15:21:39.245086
Average
No
Rarely
House
426
1,184,629
null
Male
null
Married
1
Master's
null
14.774937
Rural
Premium
2
4
839
4
2020-01-27 15:21:39.134960
Average
No
Monthly
Condo
1,874
1,184,630
18
Female
16,076
Single
3
PhD
Employed
21.738274
Suburban
Premium
null
2
646
1
2024-03-16 15:21:39.171102
Poor
Yes
Monthly
Apartment
513
1,184,631
46
Male
2,720
Single
2
Master's
null
32.142926
Suburban
Premium
null
15
705
6
2023-10-24 15:21:39.134960
Average
No
Weekly
Condo
1,853
1,184,632
42
Female
989
Divorced
3
High School
Employed
24.991349
Rural
Basic
0
14
705
5
2021-01-26 15:21:39.114118
Good
No
Rarely
Apartment
2,114
1,184,633
26
Male
15,253
Divorced
null
Master's
Unemployed
49.262106
Rural
Premium
2
19
638
2
2019-10-21 15:21:39.237118
Poor
Yes
Monthly
Apartment
456
1,184,634
44
Male
46,712
Single
3
PhD
Self-Employed
23.380111
Suburban
Premium
3
6
null
3
2021-03-25 15:21:39.222387
Poor
Yes
Weekly
Apartment
2,155
1,184,635
58
Female
17,818
Single
2
PhD
Unemployed
11.755613
Rural
Premium
0
4
802
5
2020-05-24 15:21:39.223901
Good
No
Daily
House
1,076
1,184,636
23
Male
33,299
Married
0
Master's
Self-Employed
9.539553
Urban
Comprehensive
null
17
843
9
2022-12-22 15:21:39.202448
Good
No
Rarely
Condo
880
1,184,637
57
Male
5,829
Married
3
Bachelor's
Unemployed
7.593067
Suburban
Comprehensive
1
13
757
7
2023-11-18 15:21:39.134960
Poor
Yes
Daily
House
1,176
1,184,638
54
Female
36,548
Divorced
4
PhD
Self-Employed
17.472112
Urban
Basic
0
7
749
1
2023-04-14 15:21:39.170099
Poor
No
Rarely
Apartment
2,999
1,184,639
56
Female
126,451
Divorced
1
Master's
Employed
15.848312
Rural
Basic
null
0
382
8
2023-04-12 15:21:39.187211
Average
Yes
Daily
Apartment
2,026
1,184,640
34
Male
15,126
Single
0
PhD
Self-Employed
36.094863
Rural
Premium
2
6
657
1
2020-04-15 15:21:39.237118
Poor
Yes
Monthly
House
1,784
1,184,641
38
Female
53,468
Married
3
High School
Unemployed
34.098864
Urban
Basic
1
16
514
9
2024-01-29 15:21:39.125660
Average
No
Weekly
Apartment
45
1,184,642
60
Male
1,568
Divorced
3
Bachelor's
Self-Employed
9.396739
Rural
Comprehensive
1
18
553
7
2021-07-29 15:21:39.286113
null
Yes
Daily
Apartment
3,387
1,184,643
30
Female
38,808
Married
1
Bachelor's
Self-Employed
null
Urban
Premium
0
6
544
9
2024-03-20 15:21:39.196387
Poor
No
Weekly
Apartment
513
1,184,644
null
Male
5,742
Single
0
PhD
Self-Employed
44.88495
Urban
Premium
1
3
848
5
2022-06-20 15:21:39.134960
Average
No
Weekly
Condo
2,794
1,184,645
48
Male
5,905
Married
4
Master's
Employed
25.672987
Urban
Premium
null
8
707
4
2024-03-17 15:21:39.132191
Average
Yes
Rarely
Apartment
663
1,184,646
26
Male
5,911
Divorced
2
Master's
Self-Employed
null
Rural
Premium
3
5
null
6
2019-09-27 15:21:39.155231
Good
Yes
Daily
Condo
513
1,184,647
63
Female
15,761
Divorced
null
Master's
Self-Employed
47.160983
Urban
Premium
null
2
678
5
2022-10-13 15:21:39.207847
Average
Yes
Daily
Condo
1,230
1,184,648
49
Male
3,698
Married
1
High School
null
15.753784
Rural
Comprehensive
1
0
518
6
2020-12-27 15:21:39.134960
Average
Yes
Monthly
House
3,036
1,184,649
56
Female
118,421
Divorced
1
Master's
Unemployed
20.054531
Suburban
Basic
0
15
459
5
2023-05-03 15:21:39.147735
null
Yes
Monthly
Apartment
438
1,184,650
25
Male
null
Married
1
PhD
null
51.055095
Suburban
Basic
null
10
null
2
2023-06-20 15:21:39.155231
Poor
Yes
Daily
Apartment
418
1,184,651
30
Female
26,983
Single
1
Master's
Self-Employed
null
Urban
Comprehensive
1
10
585
8
2019-11-25 15:21:39.237118
Average
Yes
Monthly
House
471
1,184,652
27
Male
null
Married
0
Master's
Unemployed
22.381342
Suburban
Comprehensive
0
17
303
4
2021-02-12 15:21:39.130190
Average
No
Weekly
Condo
648
1,184,653
30
Male
24,862
Divorced
1
High School
Employed
12.676742
Urban
Comprehensive
1
14
843
3
2023-05-05 15:21:39.168099
Poor
No
Weekly
Apartment
1,044
1,184,654
44
Male
39,049
Divorced
4
Bachelor's
Unemployed
43.923732
Urban
Premium
1
13
533
5
2024-07-24 15:21:39.081504
Average
Yes
Monthly
Apartment
1,318
1,184,655
40
Female
5,942
Divorced
4
PhD
Employed
30.462961
Rural
Comprehensive
0
13
668
3
2023-12-11 15:21:39.228521
Average
No
Weekly
Apartment
213
1,184,656
38
Male
1,378
null
4
Master's
null
22.105582
Urban
Basic
1
7
308
2
2021-03-01 15:21:39.196387
Poor
No
Rarely
Apartment
705
1,184,657
37
Female
6,679
Divorced
0
PhD
Unemployed
40.599964
Rural
Premium
1
11
646
2
2020-10-13 15:21:39.264504
Average
No
Monthly
House
903
1,184,658
31
Male
101,141
Single
2
Bachelor's
Employed
49.372272
Urban
Premium
null
12
370
7
2020-05-21 15:21:39.172097
Good
Yes
Weekly
Condo
464
1,184,659
42
Female
27,112
Married
0
Bachelor's
Unemployed
5.092822
Suburban
Premium
1
9
null
8
2021-01-29 15:21:39.108562
Poor
No
Monthly
Apartment
514
1,184,660
64
Female
61,988
Divorced
0
Bachelor's
Employed
13.245044
Urban
Basic
2
4
512
4
2022-12-25 15:21:39.194829
Average
No
Weekly
House
155
1,184,661
53
Male
28,822
Divorced
1
PhD
Unemployed
16.993542
Rural
Basic
null
17
null
1
2022-04-29 15:21:39.144722
Average
Yes
Monthly
Apartment
675
1,184,662
30
Male
39,741
Married
1
Bachelor's
null
23.413969
Urban
Basic
null
15
709
3
2020-10-19 15:21:39.122134
Good
Yes
Monthly
House
1,215
1,184,663
55
Male
44,936
Married
4
PhD
Unemployed
23.094331
Suburban
Basic
null
9
696
6
2021-12-09 15:21:39.270454
Average
Yes
Monthly
Apartment
792
1,184,664
58
Male
112,095
Divorced
2
High School
Unemployed
12.231616
Rural
Premium
null
2
385
8
2019-12-28 15:21:39.102694
null
No
Rarely
Condo
479
1,184,665
45
Male
28,182
Single
0
PhD
null
25.827739
Rural
Comprehensive
2
9
849
6
2024-03-31 15:21:39.093681
Good
No
Weekly
Apartment
626
1,184,666
53
Male
75,938
Single
1
Bachelor's
Employed
19.062429
Urban
Comprehensive
null
19
838
2
2020-12-08 15:21:39.096739
Poor
No
Monthly
Condo
428
1,184,667
57
Male
48,982
Divorced
1
PhD
Employed
7.395905
Urban
Comprehensive
1
11
349
7
2023-04-17 15:21:39.276901
null
Yes
Monthly
Condo
1,067
1,184,668
20
Female
61,516
Married
0
PhD
Self-Employed
35.564476
Rural
Comprehensive
null
2
381
7
2021-07-21 15:21:39.226954
Good
No
Monthly
Apartment
2,362
1,184,669
38
Male
52,690
Divorced
1
Bachelor's
null
27.868373
Rural
Comprehensive
null
6
326
6
2021-02-07 15:21:39.186212
Average
Yes
Weekly
Condo
1,752
1,184,670
62
Male
43,842
Single
3
Bachelor's
null
null
Suburban
Premium
1
3
729
1
2023-02-03 15:21:39.172097
Poor
No
Daily
Condo
687
1,184,671
40
Female
30,984
Divorced
1
High School
null
24.632166
Rural
Comprehensive
null
3
521
2
2019-11-27 15:21:39.192212
Average
Yes
Monthly
Condo
1,399
1,184,672
53
Male
17,010
Single
1
Master's
Employed
null
Rural
Comprehensive
0
13
531
9
2023-12-22 15:21:39.175719
Poor
Yes
Weekly
Apartment
1,236
1,184,673
30
Female
18,227
Divorced
0
High School
null
26.682785
Urban
Comprehensive
0
4
589
5
2024-02-19 15:21:39.233485
Good
No
Daily
House
1,557
1,184,674
61
Female
3,693
Married
null
Master's
Unemployed
11.717522
Rural
Comprehensive
2
5
738
5
2024-02-10 15:21:39.170099
Average
No
Weekly
Apartment
946
1,184,675
39
Female
21,714
Single
2
PhD
Self-Employed
37.353213
Urban
Premium
null
3
319
3
2023-09-07 15:21:39.121169
Average
No
Daily
House
3,236
1,184,676
56
Female
82,643
null
0
PhD
Employed
24.835505
Urban
Basic
0
1
null
9
2021-07-27 15:21:39.228521
null
No
Daily
Condo
637
1,184,677
49
Male
40,802
Divorced
3
Master's
Unemployed
28.78591
Urban
Basic
1
1
801
5
2022-06-01 15:21:39.134960
Average
No
Rarely
Condo
648
1,184,678
21
Male
2,720
Married
1
High School
Employed
16.976198
Suburban
Comprehensive
1
15
495
9
2021-12-20 15:21:39.097737
Average
No
Monthly
Apartment
554
1,184,679
52
Male
30,862
Single
0
PhD
Unemployed
26.717475
Urban
Basic
1
4
null
6
2022-03-09 15:21:39.101733
Good
No
Daily
Condo
1,038
1,184,680
55
Female
63,385
Divorced
3
PhD
Self-Employed
46.319213
Urban
Comprehensive
null
7
null
5
2023-05-14 15:21:39.237118
Good
No
Weekly
House
100
1,184,681
33
Male
43,467
Divorced
4
Master's
Self-Employed
44.033925
Rural
Basic
null
3
516
7
2024-02-26 15:21:39.282785
Average
No
Weekly
Condo
1,527
1,184,682
null
Male
27,311
Single
null
PhD
Unemployed
45.97553
Urban
Comprehensive
0
18
586
7
2020-09-04 15:21:39.086123
Poor
Yes
Monthly
Condo
943
1,184,683
26
Male
9,091
Married
4
PhD
Employed
16.914693
Suburban
Comprehensive
null
10
751
1
2021-09-22 15:21:39.121169
Poor
Yes
Rarely
Condo
605
1,184,684
18
Female
6,195
Divorced
3
Bachelor's
Self-Employed
29.251411
Rural
Premium
0
17
731
4
2019-11-24 15:21:39.155231
null
No
Weekly
Apartment
308
1,184,685
41
Male
43,969
Single
null
PhD
Self-Employed
null
Urban
Basic
0
19
544
2
2024-03-13 15:21:39.180553
Good
No
Daily
Condo
20
1,184,686
46
Male
24,562
Single
null
PhD
Self-Employed
13.93411
Urban
Premium
0
10
319
2
2020-03-28 15:21:39.102694
Good
Yes
Weekly
House
642
1,184,687
62
Male
275
Married
2
Master's
Self-Employed
24.002867
Rural
Basic
1
7
610
4
2023-08-18 15:21:39.105504
Poor
No
Monthly
Condo
38
1,184,688
38
Male
49,739
Divorced
2
PhD
Unemployed
50.818322
Urban
Basic
null
2
722
7
2023-10-16 15:21:39.155231
Poor
Yes
Weekly
House
2,362
1,184,689
31
Male
29,460
Single
3
Master's
Employed
31.590099
Rural
Premium
null
13
643
8
2023-11-20 15:21:39.237118
Average
Yes
Weekly
House
644
1,184,690
60
Female
83,027
Divorced
4
PhD
Unemployed
51.587719
Rural
Premium
2
19
439
9
2019-11-03 15:21:39.134960
Poor
Yes
Daily
Apartment
806
1,184,691
24
Female
56,537
Married
1
PhD
null
12.67103
Rural
Comprehensive
2
14
506
7
2019-12-15 15:21:39.271453
Poor
No
Weekly
Condo
3,730
1,184,692
23
Female
43,960
Divorced
2
Bachelor's
null
null
Suburban
Premium
0
1
846
3
2023-12-12 15:21:39.223390
Average
Yes
Weekly
Condo
1,421
1,184,693
36
Male
6,832
Single
1
High School
Employed
32.071011
Suburban
Comprehensive
1
12
552
6
2019-10-27 15:21:39.190215
Average
No
Weekly
House
634
1,184,694
42
Male
35,200
Single
3
High School
null
40.9072
Rural
Premium
1
13
594
1
2021-06-09 15:21:39.145732
Average
Yes
Monthly
Condo
1,085
1,184,695
32
Male
35,475
Divorced
2
PhD
Self-Employed
36.444959
Suburban
Premium
1
13
725
8
2024-04-27 15:21:39.097737
Average
Yes
Daily
House
823
1,184,696
36
Female
61,555
Divorced
1
PhD
Unemployed
20.865966
Suburban
Comprehensive
0
12
432
4
2022-06-19 15:21:39.237118
Poor
Yes
Monthly
Apartment
22
1,184,697
38
Male
16,092
Single
3
Master's
Employed
28.39137
Suburban
Comprehensive
2
6
611
1
2022-11-11 15:21:39.082499
Poor
No
Monthly
House
1,042
1,184,698
42
Female
16,752
null
0
PhD
Self-Employed
48.243088
Urban
Comprehensive
2
1
null
3
2019-10-09 15:21:39.186212
Average
No
Rarely
House
3,868
1,184,699
26
Male
27,863
Divorced
3
PhD
Employed
18.983146
Suburban
Premium
null
16
null
8
2020-12-16 15:21:39.113566
Poor
No
Monthly
Condo
220