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
1,189,700
31
Female
82,218
Single
1
High School
Employed
24.29468
Rural
Comprehensive
0
8
314
3
2019-08-28 15:21:39.155231
Poor
No
Daily
Apartment
34
1,189,701
61
Male
122,965
Divorced
1
PhD
Self-Employed
39.657978
Urban
Basic
3
11
null
4
2020-04-15 15:21:39.134960
Good
Yes
Rarely
Condo
2,967
1,189,702
36
Male
4,071
Married
4
Master's
null
26.716258
Suburban
Basic
3
1
582
7
2024-04-10 15:21:39.119168
Good
Yes
Rarely
Condo
474
1,189,703
31
Female
26,200
Single
3
High School
null
null
Rural
Basic
3
2
552
5
2024-06-12 15:21:39.134960
Poor
Yes
Weekly
Condo
1,257
1,189,704
58
Male
52,677
Married
3
High School
Self-Employed
9.959391
Rural
Basic
2
11
459
1
2024-05-11 15:21:39.131192
Poor
Yes
Monthly
House
823
1,189,705
33
Male
106,826
Divorced
3
Bachelor's
null
21.098494
Suburban
Basic
0
5
603
7
2020-02-28 15:21:39.207847
null
Yes
Daily
Apartment
34
1,189,706
21
Female
8,730
Divorced
1
PhD
Self-Employed
14.715572
Rural
Premium
1
18
615
8
2023-05-30 15:21:39.092127
Average
Yes
Daily
Apartment
694
1,189,707
31
Male
61,828
Divorced
1
Bachelor's
Self-Employed
40.170724
Suburban
Comprehensive
1
3
433
5
2021-03-10 15:21:39.145732
Good
No
Monthly
Condo
1,203
1,189,708
62
Female
48,980
Married
null
Master's
Unemployed
39.241326
Suburban
Premium
2
8
453
1
2024-04-08 15:21:39.263607
Good
No
Monthly
Apartment
1,368
1,189,709
36
Female
44,932
Divorced
3
Bachelor's
null
20.275813
Urban
Basic
null
4
565
2
2023-04-07 15:21:39.194829
Good
Yes
Weekly
House
925
1,189,710
56
Male
22,712
Single
3
Bachelor's
null
19.869701
Urban
Premium
null
1
514
1
2020-08-18 15:21:39.271453
Good
Yes
Weekly
Condo
1,488
1,189,711
31
Male
113,933
Single
2
High School
Employed
18.367921
Rural
Comprehensive
null
17
null
3
2019-10-14 15:21:39.192212
Good
No
Weekly
House
2,743
1,189,712
53
Female
60,431
Divorced
3
High School
Employed
34.98707
Rural
Basic
0
13
344
3
2023-03-13 15:21:39.279729
Average
Yes
Weekly
House
143
1,189,713
55
Female
18,096
Married
3
Bachelor's
Self-Employed
3.818457
Suburban
Basic
null
4
313
9
2020-05-05 15:21:39.274993
Average
Yes
Rarely
House
24
1,189,714
49
Male
32,137
Married
1
PhD
null
13.96466
Suburban
Comprehensive
0
14
522
9
2023-06-08 15:21:39.204201
Poor
Yes
Rarely
Condo
1,314
1,189,715
58
Male
17,289
Married
null
Master's
Employed
null
Urban
Premium
null
0
567
1
2020-07-24 15:21:39.094752
Poor
No
Monthly
House
454
1,189,716
49
Female
33,279
Married
2
PhD
Employed
18.037744
Suburban
Comprehensive
1
0
814
3
2020-11-21 15:21:39.092127
Poor
Yes
Monthly
Apartment
47
1,189,717
42
Male
29,894
Married
2
PhD
Employed
20.471059
Rural
Basic
1
4
361
4
2023-01-05 15:21:39.221386
Good
No
Rarely
Apartment
821
1,189,718
37
Male
27,984
Married
1
PhD
null
41.935456
Suburban
Basic
4
2
819
7
2021-06-10 15:21:39.102694
null
No
Weekly
Condo
3,161
1,189,719
24
Female
13,057
Married
3
PhD
Unemployed
28.147035
Suburban
Comprehensive
0
16
371
8
2022-02-02 15:21:39.211806
Poor
Yes
Weekly
Condo
1,304
1,189,720
34
Female
null
Married
4
Master's
Unemployed
48.595323
Suburban
Premium
null
17
300
2
2020-12-16 15:21:39.216387
Good
No
Daily
House
1,104
1,189,721
44
Female
23,889
Married
3
High School
Unemployed
21.611641
Urban
Comprehensive
1
10
551
8
2023-11-23 15:21:39.120168
Poor
No
Daily
House
1,466
1,189,722
48
Female
27,129
Divorced
2
Master's
Unemployed
38.372294
Suburban
Basic
0
2
null
2
2020-11-20 15:21:39.237118
Poor
No
Weekly
House
746
1,189,723
null
Male
9,185
Married
2
PhD
Employed
18.073328
Rural
Basic
1
1
549
4
2023-01-23 15:21:39.088124
Average
Yes
Weekly
Condo
2,077
1,189,724
31
Male
11,588
Married
null
Master's
Self-Employed
17.076011
Rural
Comprehensive
null
5
775
6
2020-09-30 15:21:39.237118
Poor
Yes
Rarely
Apartment
526
1,189,725
32
Female
1,427
Divorced
3
High School
Employed
12.595981
Rural
Basic
1
13
614
9
2020-10-17 15:21:39.148733
Poor
No
Rarely
House
300
1,189,726
18
Male
35,390
Divorced
4
High School
null
39.814369
Rural
Premium
2
0
592
1
2020-06-22 15:21:39.237118
Average
No
Monthly
Condo
795
1,189,727
37
Female
7,991
Divorced
3
Master's
null
16.743709
Urban
Premium
0
12
null
3
2020-09-11 15:21:39.259788
Average
No
Monthly
Apartment
1,119
1,189,728
30
Female
29,317
Divorced
0
Bachelor's
null
22.974288
Urban
Premium
2
9
null
4
2021-12-14 15:21:39.278402
Good
No
Rarely
Condo
1,264
1,189,729
23
Male
123,289
Single
3
High School
Unemployed
22.933791
Suburban
Comprehensive
2
10
537
5
2022-09-09 15:21:39.246098
Average
No
Weekly
House
100
1,189,730
38
Female
43,984
Divorced
null
Master's
Unemployed
17.151083
Suburban
Basic
0
1
719
9
2024-06-08 15:21:39.124659
Average
No
Monthly
Apartment
1,668
1,189,731
47
Male
29,777
Single
1
Bachelor's
null
19.05911
Urban
Basic
1
0
573
5
2020-10-21 15:21:39.175719
Average
Yes
Weekly
House
1,250
1,189,732
25
Female
4,731
Divorced
0
High School
Self-Employed
13.717606
Rural
Premium
0
11
433
4
2021-08-07 15:21:39.148733
Average
Yes
Daily
Condo
1,615
1,189,733
55
Male
36,030
Single
3
Bachelor's
null
16.845881
Suburban
Premium
null
12
795
7
2021-04-07 15:21:39.250151
Poor
No
Daily
Apartment
2,285
1,189,734
58
Male
12,575
Married
0
High School
null
20.883707
Rural
Comprehensive
null
17
407
9
2020-06-04 15:21:39.217387
Average
Yes
Rarely
Apartment
2,796
1,189,735
30
Female
71,075
Married
2
Master's
Self-Employed
25.979052
Rural
Premium
2
2
794
6
2024-04-30 15:21:39.270454
Poor
Yes
Daily
Condo
2,789
1,189,736
36
Female
18,784
Married
2
Bachelor's
null
5.474103
Urban
Premium
null
5
814
9
2019-09-07 15:21:39.224915
null
Yes
Monthly
Condo
903
1,189,737
37
Female
2,411
Married
2
Master's
Self-Employed
5.814632
Rural
Premium
null
16
348
2
2023-09-24 15:21:39.155231
Poor
Yes
Monthly
House
163
1,189,738
28
Female
19,328
Divorced
4
Master's
Employed
23.156441
Suburban
Comprehensive
null
13
411
2
2023-12-26 15:21:39.247098
Average
Yes
Monthly
Apartment
3,982
1,189,739
19
Female
3,616
Single
1
PhD
Employed
21.72351
Urban
Basic
2
6
757
4
2021-04-17 15:21:39.279729
Poor
No
Monthly
House
740
1,189,740
51
Male
13,216
Single
1
High School
Employed
14.934981
Urban
Basic
0
12
642
5
2022-12-27 15:21:39.273973
Average
Yes
Rarely
Apartment
321
1,189,741
46
Male
17,663
Divorced
4
High School
Employed
null
Rural
Premium
null
6
736
9
2023-11-13 15:21:39.186212
Average
No
Monthly
Apartment
112
1,189,742
50
Female
17,074
Single
1
PhD
Unemployed
13.68364
Rural
Comprehensive
1
7
765
1
2024-06-29 15:21:39.134960
Average
Yes
Rarely
Apartment
1,304
1,189,743
48
Female
16,573
Married
4
High School
Unemployed
30.908991
Urban
Comprehensive
null
3
453
1
2023-07-29 15:21:39.134960
Good
Yes
Daily
Condo
815
1,189,744
46
Female
141,137
Married
4
Bachelor's
Self-Employed
28.596593
Urban
Basic
0
10
438
3
2023-09-17 15:21:39.208842
Average
Yes
Monthly
Condo
2,968
1,189,745
60
Female
29,102
Divorced
1
Master's
null
9.497728
Rural
Premium
null
4
535
8
2021-08-03 15:21:39.252145
Poor
No
Rarely
House
110
1,189,746
47
Female
67,736
Divorced
2
Bachelor's
Employed
17.586432
Rural
Comprehensive
2
5
null
2
2020-06-16 15:21:39.237118
Good
Yes
Monthly
Condo
101
1,189,747
36
Male
25,984
Divorced
1
Master's
Self-Employed
7.387799
Suburban
Premium
null
17
382
4
2024-03-27 15:21:39.274993
Average
Yes
Weekly
Apartment
1,499
1,189,748
37
Male
25,773
Single
null
High School
Employed
25.974173
Suburban
Premium
null
13
456
1
2023-07-01 15:21:39.126661
Good
No
Monthly
Condo
441
1,189,749
42
Male
8,094
Divorced
4
Master's
null
33.87862
Suburban
Comprehensive
2
15
488
5
2022-09-02 15:21:39.177724
Average
Yes
Weekly
Apartment
717
1,189,750
60
Female
54,984
Single
2
High School
Unemployed
13.944278
Urban
Basic
1
7
361
8
2019-11-18 15:21:39.237118
Average
No
Monthly
Condo
472
1,189,751
27
Female
30,826
Married
4
PhD
Self-Employed
40.584596
Urban
Comprehensive
null
9
null
5
2021-04-21 15:21:39.144722
null
Yes
Rarely
Apartment
701
1,189,752
18
Male
17,013
Single
2
High School
Self-Employed
26.004934
Suburban
Premium
null
3
758
2
2020-09-09 15:21:39.219432
Average
No
Rarely
Condo
431
1,189,753
43
Female
36,740
Divorced
2
High School
Self-Employed
24.858135
Rural
Premium
null
4
588
9
2022-12-04 15:21:39.237118
Poor
No
Daily
Condo
577
1,189,754
21
Female
14,044
Married
1
Bachelor's
Unemployed
18.918143
Rural
Comprehensive
0
15
367
7
2023-03-13 15:21:39.237118
null
No
Monthly
Apartment
3,712
1,189,755
47
Female
10,097
Married
1
Bachelor's
Employed
25.186327
Rural
Premium
null
10
704
2
2021-02-19 15:21:39.155231
Good
Yes
Monthly
Condo
536
1,189,756
35
Male
46,220
Married
1
Bachelor's
null
9.492468
Suburban
Comprehensive
null
19
791
8
2022-07-09 15:21:39.192212
Poor
No
Rarely
Condo
1,094
1,189,757
22
Male
4,020
Single
1
Master's
Unemployed
29.674973
Rural
Premium
1
5
805
6
2019-09-21 15:21:39.221386
Good
Yes
Rarely
House
1,207
1,189,758
46
Male
28,963
Divorced
1
Bachelor's
Employed
27.897911
Urban
Premium
0
0
743
3
2024-04-02 15:21:39.134960
Good
No
Daily
House
678
1,189,759
42
Male
2,633
Married
4
Master's
null
41.652402
Rural
Comprehensive
0
12
464
7
2022-05-31 15:21:39.194829
Poor
Yes
Rarely
Condo
548
1,189,760
61
Female
136,086
Single
4
Bachelor's
Unemployed
29.957274
Suburban
Comprehensive
null
13
839
8
2022-04-06 15:21:39.173834
Good
No
Daily
Condo
381
1,189,761
58
Male
45,476
Divorced
2
High School
Unemployed
null
Rural
Comprehensive
1
15
679
5
2022-11-19 15:21:39.245086
Poor
No
Weekly
House
1,206
1,189,762
32
Female
18,175
Single
0
PhD
Unemployed
24.566223
Urban
Comprehensive
null
13
null
4
2020-06-14 15:21:39.082499
Average
No
Weekly
Apartment
1,108
1,189,763
35
Female
1,326
Married
3
High School
null
40.1629
Rural
Premium
1
8
575
1
2021-10-01 15:21:39.194829
Good
No
Rarely
Apartment
110
1,189,764
33
Male
27,278
Single
1
PhD
Self-Employed
17.042644
Urban
Comprehensive
1
12
725
4
2023-03-15 15:21:39.226954
Good
No
Rarely
House
974
1,189,765
59
Female
43,920
Married
1
PhD
null
35.281806
Suburban
Premium
2
16
683
7
2021-01-03 15:21:39.143708
Average
No
Monthly
House
609
1,189,766
57
Female
15,983
Married
4
High School
null
25.624557
Rural
Comprehensive
null
6
767
1
2022-01-23 15:21:39.145732
Good
Yes
Weekly
House
603
1,189,767
34
Male
41,117
Married
4
Master's
Employed
15.859755
Rural
Basic
0
3
497
3
2022-12-06 15:21:39.124659
Average
Yes
Monthly
Apartment
2,654
1,189,768
18
Male
121,898
Single
3
Bachelor's
Self-Employed
32.813556
Rural
Comprehensive
2
16
null
5
2022-10-29 15:21:39.206847
Good
No
Monthly
Condo
2,478
1,189,769
22
Male
1,206
Single
0
Bachelor's
Unemployed
37.738357
Suburban
Comprehensive
0
9
454
7
2022-06-27 15:21:39.193945
Good
No
Daily
House
1,203
1,189,770
null
Female
null
Married
1
Master's
Unemployed
51.869046
Urban
Premium
null
7
538
4
2023-05-27 15:21:39.237118
Good
Yes
Weekly
House
973
1,189,771
37
Female
55,612
Divorced
1
High School
null
39.124782
Rural
Basic
0
2
668
8
2021-03-17 15:21:39.134960
Good
Yes
Weekly
Condo
151
1,189,772
64
Female
24,991
Divorced
0
Bachelor's
null
17.205089
Rural
Basic
null
7
447
5
2022-01-17 15:21:39.237118
Poor
No
Daily
Condo
1,702
1,189,773
53
Female
9,092
Single
2
PhD
Self-Employed
24.275599
Suburban
Premium
1
1
587
3
2023-07-30 15:21:39.155231
Good
Yes
Weekly
House
1,216
1,189,774
42
Female
null
Single
3
High School
Self-Employed
31.098419
Rural
Comprehensive
2
0
694
3
2022-09-26 15:21:39.276901
Poor
No
Monthly
Condo
166
1,189,775
58
Female
91,703
Married
1
Master's
null
26.371966
Suburban
Comprehensive
1
17
668
6
2022-06-22 15:21:39.105504
Good
Yes
Rarely
Condo
4,894
1,189,776
55
Female
44,283
Married
4
Master's
null
8.913721
Urban
Basic
2
13
513
7
2020-02-15 15:21:39.289099
Average
No
Weekly
Condo
237
1,189,777
35
Female
39,146
Married
1
Master's
Self-Employed
27.167959
Suburban
Premium
1
15
581
1
2022-11-19 15:21:39.237118
Good
No
Weekly
House
535
1,189,778
27
Male
3,759
Divorced
0
Bachelor's
Self-Employed
13.1514
Suburban
Basic
null
2
591
2
2019-09-27 15:21:39.134960
Average
No
Daily
Condo
1,167
1,189,779
26
Male
40,881
Divorced
4
PhD
Unemployed
49.305049
Rural
Comprehensive
null
6
834
8
2021-12-10 15:21:39.133866
Poor
Yes
Weekly
Condo
811
1,189,780
60
Male
3,623
Divorced
1
PhD
Employed
null
Suburban
Basic
null
16
775
3
2021-10-26 15:21:39.155231
Average
Yes
Daily
Condo
461
1,189,781
46
Female
122,665
Single
0
High School
Unemployed
13.170864
Suburban
Premium
null
18
489
1
2022-09-29 15:21:39.261856
Average
Yes
Weekly
Apartment
2,075
1,189,782
44
Female
40,930
Divorced
0
PhD
Employed
29.996023
Suburban
Premium
1
15
null
6
2024-07-28 15:21:39.279729
Poor
No
Monthly
Apartment
548
1,189,783
23
Male
26,360
Single
4
PhD
Unemployed
22.492144
Urban
Comprehensive
1
1
838
2
2020-05-14 15:21:39.215386
null
Yes
Daily
Condo
2,074
1,189,784
29
Male
45,652
Single
2
PhD
Unemployed
21.003368
Urban
Premium
null
15
463
1
2021-06-09 15:21:39.251142
Poor
No
Weekly
Apartment
2,925
1,189,785
53
Male
93,319
Single
1
PhD
Self-Employed
31.783936
Urban
Comprehensive
2
2
400
6
2020-02-21 15:21:39.134960
Average
No
Monthly
House
546
1,189,786
42
Male
31,951
Divorced
0
High School
Self-Employed
23.739703
Rural
Comprehensive
1
1
695
6
2020-12-04 15:21:39.198406
null
Yes
Weekly
Condo
2,768
1,189,787
28
Male
107,700
Divorced
3
High School
null
null
Rural
Comprehensive
0
18
401
1
2019-10-07 15:21:39.186212
null
No
Rarely
House
3,226
1,189,788
33
Female
17,334
Single
4
PhD
Employed
29.672917
Suburban
Basic
0
18
701
6
2021-04-22 15:21:39.134960
Poor
Yes
Monthly
Condo
503
1,189,789
18
Female
122,899
Single
2
High School
null
26.171494
Urban
Basic
2
4
496
4
2024-04-22 15:21:39.134960
Poor
No
Weekly
Apartment
2,798
1,189,790
55
Female
29,190
Single
4
Bachelor's
Unemployed
23.234724
Urban
Premium
0
11
633
1
2020-07-26 15:21:39.134960
Poor
No
Rarely
Condo
478
1,189,791
24
Male
76,598
Divorced
4
Bachelor's
Employed
15.954224
Suburban
Comprehensive
1
0
780
1
2024-07-08 15:21:39.094752
null
Yes
Monthly
House
3,274
1,189,792
19
Female
8,843
Divorced
3
PhD
null
49.566893
Rural
Basic
0
17
813
7
2020-11-03 15:21:39.192212
Good
Yes
Rarely
Apartment
1,225
1,189,793
62
Male
104,895
Divorced
0
High School
Employed
13.323676
Rural
Premium
2
2
797
2
2023-07-25 15:21:39.288099
Average
No
Rarely
House
3,965
1,189,794
51
Male
28,408
Married
1
High School
Unemployed
44.907387
Rural
Basic
3
5
null
7
2021-07-08 15:21:39.148733
Good
Yes
Weekly
House
721
1,189,795
50
Female
71,366
Divorced
3
Bachelor's
Self-Employed
30.367954
Urban
Comprehensive
null
16
327
5
2023-12-20 15:21:39.132191
Good
Yes
Rarely
House
2,102
1,189,796
18
Female
97,656
Single
3
High School
Self-Employed
45.263461
Suburban
Premium
0
17
null
8
2023-07-26 15:21:39.094752
Poor
Yes
Daily
Condo
176
1,189,797
54
Female
57,989
Divorced
2
Master's
Employed
34.87601
Suburban
Basic
1
11
548
7
2023-06-12 15:21:39.188220
Poor
No
Weekly
House
222
1,189,798
27
Male
23,891
Married
0
Master's
null
10.519895
Urban
Premium
0
13
573
3
2022-06-08 15:21:39.261856
Average
No
Rarely
Apartment
454
1,189,799
47
Female
24,684
Divorced
4
High School
Unemployed
7.857324
Suburban
Basic
1
2
779
1
2023-05-16 15:21:39.188220
Good
No
Rarely
Condo
1,067