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
1,190,600
49
Female
24,862
Single
2
High School
Employed
7.814287
Rural
Comprehensive
2
18
552
5
2021-02-23 15:21:39.267454
Good
Yes
Weekly
House
668
1,190,601
37
Male
33,266
Single
0
Bachelor's
null
32.138965
Urban
Comprehensive
1
14
510
5
2023-03-07 15:21:39.109552
Poor
Yes
Monthly
House
26
1,190,602
59
Female
22,473
Single
1
High School
null
6.637145
Rural
Premium
0
6
437
2
2020-12-10 15:21:39.190215
Good
No
Monthly
Apartment
1,073
1,190,603
41
Male
null
null
0
PhD
Unemployed
18.35118
Rural
Basic
null
16
null
1
2022-06-03 15:21:39.128286
null
Yes
Daily
Condo
583
1,190,604
50
Male
1,235
Divorced
1
PhD
null
51.848949
Urban
Premium
null
5
719
3
2020-07-11 15:21:39.101733
Good
Yes
Rarely
House
790
1,190,605
64
Male
45,111
Single
4
PhD
Employed
49.066688
Suburban
Premium
1
9
721
8
2024-06-26 15:21:39.233998
Average
No
Daily
Condo
1,023
1,190,606
35
Female
35,139
Single
4
High School
Self-Employed
27.795562
Rural
Premium
null
12
406
9
2022-03-13 15:21:39.236064
null
Yes
Rarely
Apartment
2,447
1,190,607
57
Male
43,905
Married
3
Master's
Employed
5.816269
Urban
Premium
0
14
469
6
2023-01-27 15:21:39.091080
Good
No
Weekly
Apartment
2,122
1,190,608
63
Male
5,534
Married
0
Master's
Unemployed
20.418437
Suburban
Premium
2
15
711
1
2020-12-17 15:21:39.105504
Average
Yes
Rarely
Apartment
2,962
1,190,609
44
Female
6,819
Divorced
2
PhD
Self-Employed
32.002762
Rural
Premium
null
18
712
3
2024-01-21 15:21:39.079026
Average
No
Monthly
House
1,004
1,190,610
26
Female
33,910
Single
0
Master's
Employed
36.865385
Rural
Basic
null
3
556
3
2019-08-29 15:21:39.109552
Good
Yes
Daily
Condo
189
1,190,611
59
Male
null
Single
3
PhD
Employed
13.907912
Suburban
Basic
null
7
415
7
2023-09-05 15:21:39.289099
Average
No
Rarely
Condo
1,757
1,190,612
19
Male
81,132
Divorced
0
Master's
Employed
51.759923
Urban
Basic
null
12
762
4
2023-09-15 15:21:39.155231
Good
Yes
Weekly
House
1,149
1,190,613
50
Female
14,071
Single
3
Bachelor's
Self-Employed
37.386513
Rural
Premium
null
14
492
4
2023-07-16 15:21:39.261856
Good
Yes
Weekly
Condo
749
1,190,614
60
Male
14,356
Divorced
1
Master's
Employed
41.938479
Urban
Comprehensive
1
7
476
7
2022-02-17 15:21:39.226954
Good
Yes
Daily
Apartment
35
1,190,615
29
Male
94,590
Married
0
Bachelor's
Employed
null
Urban
Comprehensive
null
4
561
8
2024-06-21 15:21:39.176717
Average
Yes
Monthly
Apartment
1,847
1,190,616
48
Female
74,722
Divorced
0
Bachelor's
Unemployed
26.287932
Rural
Premium
1
8
576
3
2020-01-24 15:21:39.132191
null
No
Daily
House
4,097
1,190,617
53
Male
24,602
Single
0
Master's
Employed
48.769102
Rural
Comprehensive
null
14
476
3
2021-07-13 15:21:39.134960
Average
Yes
Weekly
House
127
1,190,618
54
Female
103,390
Single
4
PhD
null
11.05363
Suburban
Basic
null
2
321
7
2020-01-21 15:21:39.126661
Poor
Yes
Monthly
House
821
1,190,619
36
Female
44,264
Divorced
4
Master's
Employed
39.914037
Urban
Comprehensive
2
4
null
8
2021-04-28 15:21:39.184157
Average
Yes
Monthly
House
3,480
1,190,620
43
Male
6,919
Single
3
Master's
Employed
19.42761
Rural
Comprehensive
1
4
712
7
2021-07-09 15:21:39.192212
Average
No
Rarely
Apartment
474
1,190,621
62
Female
31,008
Married
4
Bachelor's
Employed
23.958262
Urban
Basic
2
14
null
2
2020-01-30 15:21:39.237118
Average
Yes
Monthly
Condo
564
1,190,622
38
Female
12,063
Married
1
High School
Unemployed
9.988195
Urban
Comprehensive
0
11
733
8
2021-08-18 15:21:39.155231
Poor
No
Monthly
Condo
902
1,190,623
60
Male
8,244
Single
3
High School
null
12.914562
Rural
Basic
0
3
804
2
2023-01-06 15:21:39.146733
null
No
Rarely
House
1,630
1,190,624
56
Male
139,993
Married
3
Bachelor's
Unemployed
51.226231
Rural
Comprehensive
null
5
595
7
2021-05-29 15:21:39.208842
Poor
No
Daily
Condo
2,522
1,190,625
60
Male
41,819
Divorced
0
Bachelor's
null
28.058963
Urban
Basic
2
5
489
5
2024-07-06 15:21:39.155231
Good
Yes
Rarely
Apartment
844
1,190,626
57
Female
20,797
Married
null
Bachelor's
null
24.00742
Rural
Premium
0
19
667
7
2022-11-04 15:21:39.113566
Average
No
Rarely
House
476
1,190,627
54
Male
11,566
Married
0
PhD
Unemployed
30.654011
Suburban
Comprehensive
0
5
831
9
2024-04-25 15:21:39.155231
Poor
Yes
Weekly
Condo
1,006
1,190,628
28
Male
43,782
Married
0
PhD
Employed
34.839131
Urban
Premium
null
15
842
5
2022-11-17 15:21:39.121169
Poor
Yes
Weekly
Apartment
829
1,190,629
50
Male
43,494
Single
1
Master's
Employed
31.453959
Rural
Basic
null
1
358
6
2020-01-02 15:21:39.152732
Poor
Yes
Daily
Condo
1,793
1,190,630
43
Male
null
Single
0
Master's
null
36.632305
Suburban
Premium
0
0
313
6
2024-01-21 15:21:39.191219
Average
No
Rarely
Apartment
708
1,190,631
47
Female
null
Married
3
Master's
null
21.098986
Suburban
Basic
1
11
725
6
2022-08-29 15:21:39.194829
Poor
Yes
Daily
House
257
1,190,632
29
Male
17,076
Single
0
Master's
Employed
26.291939
Suburban
Premium
0
9
531
1
2022-11-04 15:21:39.230483
Poor
No
Rarely
Condo
669
1,190,633
45
Female
70,738
Divorced
1
Master's
Employed
17.58122
Rural
Comprehensive
null
11
486
4
2021-06-09 15:21:39.194829
Average
Yes
Rarely
Apartment
2,659
1,190,634
35
Female
2,495
Divorced
4
Bachelor's
null
45.646527
Urban
Comprehensive
2
11
463
3
2020-10-06 15:21:39.155231
Good
No
Daily
House
915
1,190,635
48
Male
66,960
Married
4
PhD
null
13.856299
Rural
Comprehensive
null
15
null
8
2022-07-18 15:21:39.187211
Poor
No
Rarely
House
101
1,190,636
49
Male
15,983
Divorced
3
Bachelor's
Employed
27.681818
Suburban
Basic
null
14
692
5
2024-06-07 15:21:39.083497
Poor
Yes
Daily
Apartment
1,546
1,190,637
64
Male
null
Single
4
PhD
null
7.891858
Suburban
Premium
0
7
429
5
2022-07-24 15:21:39.123711
null
Yes
Weekly
House
893
1,190,638
52
Male
2,963
Divorced
4
Master's
Self-Employed
44.507061
Suburban
Comprehensive
null
16
null
8
2020-10-17 15:21:39.209847
Good
Yes
Rarely
Condo
394
1,190,639
50
Female
23,757
Divorced
null
Bachelor's
Self-Employed
34.784448
Rural
Comprehensive
null
6
727
4
2022-12-07 15:21:39.155231
Average
Yes
Daily
Condo
881
1,190,640
36
Female
30,863
Single
3
Bachelor's
Employed
10.635906
Rural
Comprehensive
null
3
681
6
2020-01-17 15:21:39.189223
Average
No
Monthly
Apartment
3,132
1,190,641
60
Female
15,556
Divorced
2
PhD
null
48.105531
Urban
Basic
2
9
661
7
2020-10-10 15:21:39.237118
Poor
No
Weekly
Condo
1,420
1,190,642
21
Male
8,646
Single
1
High School
null
42.490509
Urban
Basic
2
5
null
2
2021-11-14 15:21:39.212862
Good
Yes
Weekly
Condo
1,106
1,190,643
24
Male
18,071
Married
2
Master's
Unemployed
41.671974
Rural
Comprehensive
null
4
786
5
2021-10-15 15:21:39.170099
Average
No
Rarely
House
713
1,190,644
37
Male
17,984
Married
0
Master's
null
27.2737
Rural
Premium
1
17
585
3
2023-03-04 15:21:39.177724
Poor
Yes
Weekly
House
37
1,190,645
50
Male
45,438
Single
null
Bachelor's
Unemployed
18.739082
Rural
Premium
1
3
468
8
2022-12-13 15:21:39.286113
Average
No
Rarely
Condo
1,411
1,190,646
27
Male
11,145
Single
0
PhD
null
11.137043
Urban
Premium
2
0
341
9
2020-12-10 15:21:39.120168
Average
No
Daily
Apartment
1,370
1,190,647
49
Male
1,575
Divorced
1
High School
Unemployed
24.794941
Suburban
Basic
null
9
442
3
2021-06-09 15:21:39.180553
Average
No
Rarely
Condo
1,053
1,190,648
37
Male
71,202
Divorced
4
High School
Employed
13.346936
Suburban
Comprehensive
1
15
331
2
2019-12-28 15:21:39.237118
Poor
Yes
Weekly
Condo
2,922
1,190,649
37
Male
23,347
Married
null
Master's
Unemployed
11.838407
Urban
Premium
null
0
829
2
2022-04-23 15:21:39.204790
Good
No
Weekly
House
695
1,190,650
45
Female
62,847
Married
2
Bachelor's
null
54.095682
Rural
Basic
null
19
832
7
2023-10-22 15:21:39.117183
Poor
Yes
Weekly
House
724
1,190,651
18
Male
3,994
Married
null
PhD
null
null
Rural
Basic
null
1
747
1
2020-06-08 15:21:39.232526
Poor
Yes
Monthly
Apartment
481
1,190,652
53
Male
11,564
Divorced
0
Bachelor's
null
49.338512
Rural
Premium
0
2
621
9
2021-12-10 15:21:39.079128
Average
Yes
Rarely
House
639
1,190,653
43
Female
13,822
Divorced
null
High School
null
29.113341
Urban
Comprehensive
null
19
554
9
2022-07-29 15:21:39.121169
Good
No
Monthly
Condo
686
1,190,654
43
Female
36,305
Married
3
PhD
null
25.058677
Urban
Basic
0
7
811
7
2023-12-30 15:21:39.155231
Average
Yes
Weekly
House
687
1,190,655
57
Male
26,355
Divorced
3
PhD
null
32.656078
Suburban
Basic
null
6
829
3
2024-05-29 15:21:39.167099
null
No
Daily
House
2,968
1,190,656
18
Male
12,097
Single
0
Master's
Employed
43.527015
Rural
Basic
null
2
626
4
2020-03-11 15:21:39.265513
Average
Yes
Daily
Apartment
922
1,190,657
53
Female
11,514
Married
4
High School
Employed
22.577543
Suburban
Premium
2
3
813
1
2024-01-12 15:21:39.177724
Average
No
Monthly
Apartment
740
1,190,658
38
Male
44,302
Single
2
Master's
Self-Employed
44.818176
Urban
Basic
4
10
709
7
2020-02-09 15:21:39.155231
Good
Yes
Rarely
Apartment
1,034
1,190,659
18
Male
2,310
Single
3
PhD
Unemployed
14.677078
Urban
Comprehensive
null
8
798
8
2021-11-27 15:21:39.134960
null
No
Monthly
House
645
1,190,660
44
Female
59,026
Single
4
PhD
Employed
4.724556
Suburban
Comprehensive
1
6
418
5
2021-04-24 15:21:39.093681
Poor
No
Monthly
Apartment
940
1,190,661
61
Female
3,788
Single
0
PhD
null
null
Rural
Comprehensive
null
7
null
1
2021-03-28 15:21:39.081504
Average
Yes
Monthly
Condo
726
1,190,662
27
Female
23,110
Divorced
1
High School
Employed
27.823673
Suburban
Premium
null
5
679
3
2020-10-23 15:21:39.172097
Good
Yes
Daily
Apartment
4,070
1,190,663
47
Male
18,072
Married
3
Master's
null
17.947251
Rural
Premium
1
9
null
3
2022-08-19 15:21:39.237118
Average
No
Monthly
House
538
1,190,664
38
Female
122,696
Married
1
Bachelor's
Unemployed
32.873504
Suburban
Comprehensive
3
16
417
1
2023-02-06 15:21:39.099739
Poor
No
Monthly
House
652
1,190,665
47
Female
30,373
Divorced
2
High School
Self-Employed
50.037349
Rural
Premium
null
14
784
4
2020-09-06 15:21:39.266452
Poor
No
Weekly
House
834
1,190,666
21
Female
114,832
null
null
Master's
Employed
36.509928
Suburban
Comprehensive
1
6
821
8
2019-09-07 15:21:39.134960
Good
Yes
Daily
Apartment
2,118
1,190,667
42
Female
749
Married
3
High School
Self-Employed
33.955316
Suburban
Premium
2
19
382
8
2023-09-19 15:21:39.155231
Average
Yes
Daily
Apartment
1,326
1,190,668
63
Female
13,705
Single
4
Master's
Unemployed
23.622954
Suburban
Premium
null
14
364
4
2022-12-21 15:21:39.260856
Average
No
Monthly
House
1,055
1,190,669
53
Male
3,367
Divorced
0
High School
Self-Employed
13.81115
Suburban
Premium
0
8
400
2
2020-12-26 15:21:39.251142
Good
Yes
Weekly
Apartment
1,183
1,190,670
62
Male
140,573
Divorced
1
Bachelor's
null
34.087049
Suburban
Basic
null
8
397
6
2022-09-24 15:21:39.079128
Good
No
Daily
House
1,020
1,190,671
50
Female
4,893
Married
null
Master's
Self-Employed
36.567653
Rural
Premium
0
18
508
9
2021-11-11 15:21:39.082499
Good
Yes
Rarely
Apartment
1,334
1,190,672
35
Male
18,826
Divorced
3
Bachelor's
Unemployed
8.859292
Urban
Basic
2
3
null
1
2024-03-26 15:21:39.265513
Average
Yes
Monthly
Apartment
652
1,190,673
19
Female
104,056
Married
1
Master's
null
51.828217
Urban
Premium
null
1
662
2
2020-06-24 15:21:39.148733
Good
No
Rarely
Apartment
1,421
1,190,674
40
Male
617
Married
3
High School
null
37.898794
Urban
Premium
null
3
695
9
2020-09-01 15:21:39.134960
Poor
No
Rarely
House
23
1,190,675
39
Female
85,776
Married
3
Master's
null
46.447594
Urban
Basic
0
1
337
1
2022-07-19 15:21:39.155231
Good
Yes
Rarely
Condo
1,083
1,190,676
24
Male
4,532
Single
1
PhD
Employed
null
Urban
Comprehensive
null
12
790
9
2023-10-16 15:21:39.092127
Poor
No
Daily
Condo
649
1,190,677
62
Male
null
Single
0
High School
Employed
14.71153
Urban
Premium
1
11
null
4
2024-08-13 15:21:39.274993
Average
Yes
Weekly
Apartment
138
1,190,678
64
Female
2,833
Single
4
Master's
Employed
11.795604
Urban
Premium
2
1
607
5
2024-02-07 15:21:39.252145
Poor
Yes
Monthly
Apartment
2,704
1,190,679
51
Female
null
Single
1
Master's
Self-Employed
16.550064
Urban
Premium
0
18
465
9
2022-12-19 15:21:39.094752
Average
No
Daily
Apartment
36
1,190,680
34
Male
18,977
Divorced
0
PhD
Self-Employed
5.824128
Urban
Comprehensive
2
3
553
2
2020-11-01 15:21:39.121169
null
No
Rarely
Apartment
3,366
1,190,681
44
Female
45,233
Single
1
Bachelor's
null
50.79171
Urban
Premium
0
18
622
2
2021-02-10 15:21:39.176717
null
Yes
Weekly
Condo
439
1,190,682
22
Female
16,808
Divorced
4
Bachelor's
null
null
Urban
Premium
0
6
717
1
2024-04-17 15:21:39.131192
Poor
No
Daily
Apartment
676
1,190,683
31
Male
8,098
Divorced
1
Bachelor's
Self-Employed
19.064013
Suburban
Premium
0
6
null
7
2020-12-24 15:21:39.155231
Poor
Yes
Monthly
House
528
1,190,684
32
Female
1,937
Married
3
High School
Employed
28.934687
Urban
Comprehensive
2
6
745
4
2021-04-09 15:21:39.084065
Good
No
Daily
House
1,871
1,190,685
48
Male
52,601
Married
null
Bachelor's
Unemployed
7.593099
Urban
Basic
3
9
726
4
2023-02-07 15:21:39.103944
Good
Yes
Monthly
Apartment
337
1,190,686
27
Female
91,680
Divorced
0
Master's
Employed
12.285798
Rural
Premium
1
12
431
8
2022-01-24 15:21:39.279729
Poor
Yes
Daily
House
532
1,190,687
21
Male
612
Married
1
High School
null
33.612818
Urban
Premium
0
6
613
8
2020-02-24 15:21:39.264504
null
Yes
Daily
Condo
546
1,190,688
35
Female
106,099
Married
4
Bachelor's
Self-Employed
13.7081
Rural
Comprehensive
0
16
362
9
2023-08-12 15:21:39.149731
Good
Yes
Weekly
Apartment
1,461
1,190,689
40
Male
27,601
Married
null
High School
Employed
18.50187
Urban
Premium
0
3
531
1
2023-01-03 15:21:39.121169
Poor
Yes
Daily
Apartment
536
1,190,690
46
Female
5,569
Married
3
High School
Self-Employed
18.826555
Suburban
Basic
0
3
761
5
2019-09-28 15:21:39.145732
Average
Yes
Weekly
Apartment
645
1,190,691
null
Male
27,384
Divorced
4
PhD
Self-Employed
23.739873
Suburban
Premium
1
4
373
2
2021-12-23 15:21:39.143708
Average
No
Monthly
House
1,817
1,190,692
34
Male
28,983
Divorced
null
PhD
null
37.819056
Urban
Premium
1
7
597
4
2021-10-18 15:21:39.134960
Average
Yes
Weekly
House
568
1,190,693
21
Male
50,984
Single
2
High School
null
18.172331
Urban
Premium
3
4
633
1
2022-07-19 15:21:39.202448
Average
No
Monthly
Apartment
1,871
1,190,694
37
Female
381
Single
0
Master's
Self-Employed
16.485927
Rural
Premium
2
0
null
6
2020-11-18 15:21:39.155231
Poor
Yes
Weekly
House
382
1,190,695
38
Male
10,891
Married
null
Bachelor's
Employed
37.716642
Rural
Premium
0
2
379
2
2023-01-22 15:21:39.266452
Poor
No
Weekly
House
642
1,190,696
27
Male
104,557
Married
2
Bachelor's
Employed
6.160983
Suburban
Comprehensive
0
15
402
8
2021-09-22 15:21:39.155231
Good
Yes
Daily
Condo
1,745
1,190,697
55
Female
54,729
Divorced
4
PhD
Unemployed
34.427618
Suburban
Premium
null
2
387
2
2022-04-03 15:21:39.088124
Good
Yes
Monthly
House
930
1,190,698
34
Female
40,877
Divorced
2
Master's
Self-Employed
30.441842
Rural
Comprehensive
null
9
668
2
2020-06-14 15:21:39.184157
null
Yes
Daily
Apartment
690
1,190,699
24
Female
6,826
Married
4
Master's
Employed
3.753741
Suburban
Basic
0
6
591
2
2021-12-09 15:21:39.091080
Average
No
Weekly
House
532