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
1,167,700
25
Male
null
Single
4
High School
null
32.270158
Rural
Premium
null
4
380
6
2021-10-18 15:21:39.168099
null
No
Rarely
Condo
65
1,167,701
45
Male
4,531
Divorced
1
PhD
null
18.334884
Urban
Basic
1
2
446
6
2021-02-01 15:21:39.097737
Good
Yes
Weekly
Condo
871
1,167,702
53
Female
43,917
Divorced
0
High School
Employed
32.734349
Suburban
Premium
1
12
713
5
2024-07-06 15:21:39.122134
Average
No
Rarely
Apartment
1,265
1,167,703
59
Male
21,097
Married
2
Master's
null
31.362549
Suburban
Basic
3
7
713
3
2020-04-13 15:21:39.147735
Poor
No
Rarely
Condo
591
1,167,704
28
Female
null
Single
3
Bachelor's
Self-Employed
11.252702
Suburban
Comprehensive
0
11
823
5
2022-10-11 15:21:39.151732
Average
No
Weekly
Apartment
45
1,167,705
42
Female
55,220
Divorced
0
PhD
null
19.090824
Rural
Premium
0
13
507
9
2021-04-21 15:21:39.264504
Good
No
Rarely
Condo
20
1,167,706
60
Female
103,684
Divorced
1
High School
Self-Employed
null
Suburban
Premium
1
1
587
7
2020-01-18 15:21:39.134960
null
Yes
Rarely
Condo
834
1,167,707
63
Male
2,867
Divorced
2
Master's
Employed
null
Rural
Premium
0
0
694
8
2020-07-10 15:21:39.207847
Poor
Yes
Rarely
Condo
578
1,167,708
39
Female
17,883
Single
0
PhD
Unemployed
27.240821
Suburban
Basic
1
17
null
1
2023-03-14 15:21:39.251142
Good
Yes
Weekly
House
3,473
1,167,709
29
Female
23,229
Divorced
0
PhD
Unemployed
19.105763
Rural
Premium
null
12
553
5
2022-04-26 15:21:39.286113
Average
Yes
Monthly
Condo
446
1,167,710
64
Male
9,054
Married
3
Bachelor's
null
null
Urban
Comprehensive
null
7
716
5
2023-01-05 15:21:39.283783
Good
Yes
Rarely
House
971
1,167,711
60
Male
1,420
Divorced
4
High School
Unemployed
51.966885
Rural
Premium
null
5
543
8
2024-04-14 15:21:39.132191
Average
No
Weekly
Condo
1,598
1,167,712
60
Female
5,901
Married
2
PhD
Unemployed
43.715692
Urban
Comprehensive
0
17
683
6
2021-06-08 15:21:39.134960
Good
Yes
Daily
Condo
1,154
1,167,713
29
Male
11,555
Divorced
0
High School
Self-Employed
12.120197
Suburban
Basic
null
10
789
3
2023-12-17 15:21:39.282785
Average
No
Rarely
Apartment
744
1,167,714
62
Female
45
Married
null
High School
Self-Employed
21.37458
Urban
Basic
0
10
null
7
2019-11-03 15:21:39.176717
Poor
No
Rarely
Apartment
2,248
1,167,715
20
Male
6,093
Married
3
Master's
Self-Employed
13.828166
Urban
Basic
null
19
474
3
2020-07-26 15:21:39.094752
Good
No
Monthly
House
822
1,167,716
45
Female
21,729
Married
3
High School
null
29.320181
Suburban
Basic
1
1
389
8
2022-04-10 15:21:39.134960
Poor
No
Monthly
Apartment
1,157
1,167,717
null
Male
null
Married
0
PhD
Self-Employed
18.23454
Rural
Premium
1
14
483
3
2020-07-04 15:21:39.124659
Good
No
Daily
Condo
335
1,167,718
39
Male
20,455
Divorced
1
PhD
Self-Employed
38.058618
Suburban
Premium
2
9
706
9
2020-01-11 15:21:39.214388
Good
No
Weekly
Condo
356
1,167,719
19
Female
2,495
Married
3
Master's
Self-Employed
52.929114
Rural
Comprehensive
0
8
775
3
2022-08-01 15:21:39.222387
Poor
Yes
Weekly
Condo
1,138
1,167,720
35
Female
6,769
Married
null
Bachelor's
Self-Employed
26.90812
Suburban
Basic
null
11
585
9
2022-03-07 15:21:39.101733
Poor
No
Weekly
Condo
717
1,167,721
20
Female
8,873
Single
0
Bachelor's
Unemployed
19.914351
Urban
Basic
0
8
514
1
2024-07-30 15:21:39.134960
Good
Yes
Weekly
House
2,813
1,167,722
56
Male
95,052
Married
2
Bachelor's
Unemployed
24.571296
Rural
Premium
2
5
519
2
2020-11-13 15:21:39.150730
Average
Yes
Daily
Apartment
270
1,167,723
63
Male
711
Single
3
PhD
Self-Employed
28.02883
Suburban
Comprehensive
1
8
694
7
2021-04-10 15:21:39.093681
Average
No
Weekly
Apartment
90
1,167,724
19
Male
2,941
null
1
Master's
Employed
14.80989
Rural
Basic
1
6
549
1
2024-07-08 15:21:39.192212
Average
Yes
Monthly
Condo
45
1,167,725
44
Female
1,791
Married
3
Master's
Employed
30.18665
Urban
Basic
1
13
562
7
2021-07-19 15:21:39.102694
Poor
No
Weekly
House
1,835
1,167,726
41
Male
4,866
Married
0
Master's
Unemployed
19.964705
Suburban
Premium
1
17
669
1
2024-06-20 15:21:39.149731
Poor
Yes
Daily
Condo
2,427
1,167,727
61
Female
10,169
Divorced
4
PhD
Employed
6.692095
Urban
Comprehensive
2
11
563
4
2021-08-14 15:21:39.134960
Poor
No
Rarely
Apartment
2,159
1,167,728
54
Male
18,096
Married
1
PhD
Employed
30.848337
Suburban
Comprehensive
null
11
811
8
2022-05-25 15:21:39.192212
Poor
Yes
Weekly
Apartment
1,410
1,167,729
23
Male
23,590
Single
3
Master's
Self-Employed
27.908653
Urban
Comprehensive
0
19
582
2
2024-04-02 15:21:39.237118
Good
No
Rarely
Condo
1,487
1,167,730
57
Female
1,003
Divorced
0
Bachelor's
Employed
39.29963
Rural
Comprehensive
1
6
null
7
2021-02-19 15:21:39.154008
Average
No
Daily
Condo
2,345
1,167,731
42
Female
37,856
Married
null
Master's
Employed
30.91842
Rural
Comprehensive
1
0
358
5
2024-04-21 15:21:39.211806
Good
No
Rarely
House
1,031
1,167,732
26
Male
47,746
Single
3
PhD
null
30.567482
Rural
Premium
2
3
790
4
2022-10-29 15:21:39.271453
Poor
No
Monthly
Apartment
2,468
1,167,733
44
Male
null
Single
0
High School
Unemployed
34.957456
Suburban
Premium
null
4
716
5
2023-03-31 15:21:39.134960
Good
No
Monthly
Apartment
187
1,167,734
41
Male
45,465
Single
null
Master's
Self-Employed
21.624554
Suburban
Basic
null
0
788
4
2020-11-03 15:21:39.174719
Good
Yes
Monthly
House
488
1,167,735
64
Male
29,006
Single
null
High School
Self-Employed
7.597621
Rural
Comprehensive
null
2
683
8
2019-11-16 15:21:39.290098
Average
No
Monthly
Apartment
1,121
1,167,736
42
Male
27,897
Single
2
High School
null
null
Urban
Premium
0
15
538
7
2021-11-06 15:21:39.177724
Average
Yes
Monthly
Condo
1,324
1,167,737
34
Male
61,662
Divorced
3
PhD
Unemployed
50.896662
Urban
Comprehensive
2
4
812
3
2022-06-10 15:21:39.276901
Good
No
Daily
Condo
112
1,167,738
35
Male
24,304
Single
4
Master's
Unemployed
42.515747
Urban
Comprehensive
null
1
512
4
2019-11-25 15:21:39.131192
Average
Yes
Daily
Condo
664
1,167,739
18
Female
90,725
Married
4
High School
Unemployed
30.936595
Rural
Premium
0
1
641
1
2024-08-08 15:21:39.276901
null
No
Weekly
Condo
2,196
1,167,740
41
Male
25,463
Divorced
2
PhD
Self-Employed
9.935961
Urban
Premium
1
17
311
8
2022-09-24 15:21:39.167099
Average
Yes
Rarely
Condo
596
1,167,741
56
Male
64,427
Single
0
Bachelor's
null
28.457096
Suburban
Comprehensive
1
16
597
3
2021-02-07 15:21:39.097737
Good
Yes
Weekly
House
228
1,167,742
32
Male
38,782
Single
1
PhD
Employed
18.23708
Urban
Comprehensive
0
2
574
3
2019-11-01 15:21:39.185215
null
No
Rarely
House
715
1,167,743
29
Female
16,060
Single
2
Master's
Unemployed
22.592931
Suburban
Comprehensive
0
12
393
8
2021-09-14 15:21:39.246098
Good
Yes
Daily
Condo
797
1,167,744
52
Female
6,114
Married
3
PhD
Unemployed
49.912984
Urban
Basic
null
12
503
6
2021-02-26 15:21:39.154008
Average
No
Monthly
Apartment
1,549
1,167,745
23
Male
44,985
Single
3
Master's
Employed
25.534254
Suburban
Comprehensive
2
0
791
7
2020-03-18 15:21:39.182597
Good
Yes
Monthly
Condo
2,701
1,167,746
47
Male
40,593
Single
2
Bachelor's
Self-Employed
23.582351
Urban
Basic
0
17
null
7
2024-02-29 15:21:39.290098
Average
Yes
Monthly
Condo
776
1,167,747
64
Female
27,970
Single
2
Bachelor's
Employed
33.610215
Suburban
Basic
null
6
325
5
2023-01-12 15:21:39.266452
Good
Yes
Daily
Apartment
2,223
1,167,748
20
Female
7,076
Married
0
Master's
Unemployed
22.385068
Suburban
Premium
1
19
638
3
2024-05-30 15:21:39.261856
Poor
No
Weekly
Condo
24
1,167,749
19
Female
5,947
Divorced
0
Master's
Unemployed
30.441434
Rural
Basic
2
17
null
5
2020-12-30 15:21:39.170099
Poor
No
Monthly
Condo
491
1,167,750
45
Female
5,187
Single
2
PhD
Self-Employed
17.97984
Suburban
Premium
1
15
709
7
2020-09-03 15:21:39.095696
Poor
No
Weekly
House
809
1,167,751
64
Female
21,258
Married
0
PhD
null
17.816652
Urban
Basic
1
14
461
8
2024-04-08 15:21:39.274993
Poor
No
Rarely
Condo
876
1,167,752
44
Male
16,650
null
1
High School
Unemployed
24.593175
Urban
Comprehensive
4
14
761
5
2019-08-27 15:21:39.206847
Good
Yes
Weekly
Apartment
1,797
1,167,753
57
Male
1,267
Divorced
1
High School
null
30.843249
Urban
Premium
2
16
null
7
2020-04-01 15:21:39.093681
Poor
Yes
Daily
Apartment
195
1,167,754
51
Male
38,133
Married
3
Bachelor's
null
37.989812
Rural
Comprehensive
null
8
null
9
2023-09-23 15:21:39.167099
Average
Yes
Weekly
House
1,094
1,167,755
23
Female
3,822
Married
0
Bachelor's
Employed
5.533918
Suburban
Basic
2
5
815
1
2019-11-02 15:21:39.169102
Average
Yes
Rarely
House
3,262
1,167,756
58
Male
13,349
Married
3
High School
Employed
37.858415
Urban
Premium
0
0
691
3
2020-01-12 15:21:39.237118
Average
Yes
Weekly
House
607
1,167,757
37
Female
11,992
Married
2
High School
Employed
9.448032
Urban
Comprehensive
null
2
845
9
2019-10-18 15:21:39.093681
Good
Yes
Weekly
House
2,786
1,167,758
57
Male
43,842
Divorced
0
Master's
Unemployed
26.162223
Urban
Basic
2
9
687
6
2020-11-28 15:21:39.101733
Good
Yes
Monthly
Condo
1,263
1,167,759
62
Male
42,097
Married
2
High School
Employed
27.828306
Rural
Premium
null
9
594
5
2023-07-10 15:21:39.122134
Average
Yes
Rarely
Condo
872
1,167,760
45
Male
29,593
Married
1
High School
Self-Employed
3.85346
Rural
Basic
0
17
704
5
2022-07-12 15:21:39.261856
Good
Yes
Daily
Condo
892
1,167,761
32
Female
20,838
Divorced
0
High School
Unemployed
3.060435
Urban
Basic
null
15
766
9
2021-09-16 15:21:39.194829
Good
Yes
Monthly
Condo
1,583
1,167,762
62
Female
44,284
Divorced
null
Master's
Employed
39.923671
Urban
Basic
null
9
614
8
2020-05-14 15:21:39.281787
Average
Yes
Weekly
Condo
1,432
1,167,763
26
Female
63,552
Married
0
Bachelor's
null
19.824038
Suburban
Premium
1
3
406
6
2021-03-15 15:21:39.201446
Poor
No
Monthly
Condo
892
1,167,764
27
Male
3,411
Married
3
Bachelor's
Unemployed
7.051946
Suburban
Basic
null
14
null
5
2021-09-25 15:21:39.155231
null
No
Monthly
House
27
1,167,765
58
Female
26,681
Single
1
Bachelor's
Unemployed
9.547451
Rural
Premium
null
1
493
3
2024-07-12 15:21:39.256696
null
No
Daily
House
469
1,167,766
24
Male
61,149
Divorced
1
Bachelor's
Self-Employed
50.865992
Rural
Premium
1
9
507
3
2020-09-28 15:21:39.155231
Poor
No
Daily
Apartment
3,722
1,167,767
53
Male
72,166
Divorced
2
Master's
Unemployed
20.822303
Rural
Premium
null
5
391
5
2022-01-20 15:21:39.192212
Good
Yes
Weekly
Condo
1,192
1,167,768
39
Male
6,051
Married
4
Bachelor's
Employed
27.929307
Rural
Comprehensive
null
9
626
7
2022-07-24 15:21:39.155231
Poor
No
Daily
Condo
594
1,167,769
52
Female
128,416
Married
4
PhD
Self-Employed
42.86353
Urban
Premium
null
13
377
6
2023-04-12 15:21:39.263607
Good
No
Monthly
House
235
1,167,770
38
Male
57,481
Single
0
Bachelor's
Employed
8.938149
Rural
Premium
null
14
391
4
2020-08-20 15:21:39.134960
Good
Yes
Rarely
House
130
1,167,771
28
Male
20,982
Single
0
Bachelor's
Employed
25.996636
Urban
Basic
null
17
488
4
2021-01-07 15:21:39.134960
Average
No
Monthly
House
2,191
1,167,772
24
Female
86,821
Married
1
PhD
Employed
30.443801
Rural
Basic
1
12
437
2
2023-04-16 15:21:39.120168
null
No
Weekly
Condo
977
1,167,773
58
Male
39,155
Divorced
3
PhD
Unemployed
11.391706
Suburban
Comprehensive
0
4
822
7
2023-10-17 15:21:39.213373
Good
No
Daily
Apartment
657
1,167,774
28
Male
121,769
Divorced
3
Bachelor's
Employed
33.638609
Urban
Premium
2
1
431
3
2021-10-04 15:21:39.246098
Average
No
Monthly
Apartment
392
1,167,775
43
Male
26,120
Divorced
2
High School
Unemployed
20.13386
Urban
Premium
1
6
442
2
2021-12-16 15:21:39.251142
Good
Yes
Monthly
Condo
1,853
1,167,776
39
Male
9,715
Single
1
Master's
Employed
21.87623
Urban
Premium
2
1
null
6
2022-10-15 15:21:39.176717
Good
Yes
Daily
House
202
1,167,777
43
Male
43,440
Single
3
Bachelor's
Unemployed
32.886328
Suburban
Basic
1
13
558
2
2020-10-17 15:21:39.237118
Good
No
Monthly
Condo
659
1,167,778
23
Female
null
Divorced
2
PhD
Self-Employed
33.086704
Urban
Premium
0
5
739
3
2021-10-04 15:21:39.092127
Poor
No
Rarely
Apartment
56
1,167,779
51
Female
21,400
Single
3
Master's
null
16.927692
Rural
Comprehensive
2
4
null
3
2023-06-04 15:21:39.269494
Average
No
Rarely
House
2,023
1,167,780
54
Male
85,139
Single
null
Master's
Employed
29.523867
Urban
Premium
2
18
595
2
2022-01-23 15:21:39.270454
Good
Yes
Daily
House
200
1,167,781
18
Male
18,676
Married
0
PhD
Employed
26.052547
Urban
Premium
null
17
591
3
2022-10-12 15:21:39.279729
Poor
Yes
Monthly
House
616
1,167,782
57
Male
16,961
Married
2
Bachelor's
null
17.928355
Suburban
Premium
0
17
742
4
2023-04-03 15:21:39.237118
Poor
Yes
Rarely
House
731
1,167,783
49
Female
1,543
Married
3
Bachelor's
Self-Employed
8.263916
Rural
Comprehensive
0
3
null
4
2021-01-09 15:21:39.185215
Average
Yes
Daily
Condo
20
1,167,784
18
Male
20,695
Divorced
0
PhD
Employed
null
Rural
Basic
1
14
459
1
2021-06-25 15:21:39.230483
Good
No
Weekly
Condo
687
1,167,785
33
Male
90,831
Married
3
Master's
null
25.079394
Rural
Basic
null
17
506
1
2021-06-17 15:21:39.276901
Good
Yes
Weekly
Condo
2,069
1,167,786
48
Female
4,753
Married
3
Master's
Unemployed
32.888076
Rural
Premium
1
0
848
9
2023-01-18 15:21:39.155231
Good
Yes
Daily
Apartment
2,941
1,167,787
48
Male
3,626
Divorced
3
PhD
Self-Employed
9.954379
Rural
Comprehensive
null
1
481
1
2020-04-22 15:21:39.132191
Poor
No
Rarely
Apartment
489
1,167,788
32
Female
129,621
Married
4
High School
Self-Employed
10.302928
Suburban
Basic
null
19
542
8
2023-12-25 15:21:39.206847
Average
No
Monthly
Apartment
49
1,167,789
49
Female
11,277
Divorced
null
High School
Self-Employed
8.557635
Urban
Premium
null
10
758
8
2024-05-20 15:21:39.282785
Poor
No
Monthly
Condo
2,221
1,167,790
54
Female
46,821
Married
0
Master's
null
34.02372
Urban
Premium
null
13
401
7
2023-10-17 15:21:39.245086
Poor
Yes
Weekly
House
1,421
1,167,791
46
Male
44,899
Married
4
PhD
Employed
24.005326
Suburban
Basic
1
2
554
9
2022-07-04 15:21:39.230483
Good
Yes
Rarely
Condo
1,556
1,167,792
57
Female
null
Married
1
Master's
null
40.077029
Suburban
Basic
2
15
563
1
2024-08-01 15:21:39.279462
Poor
Yes
Monthly
Apartment
391
1,167,793
44
Male
29,091
Single
4
Bachelor's
null
35.869504
Suburban
Premium
0
13
703
5
2021-12-10 15:21:39.155231
Poor
Yes
Daily
Apartment
2,343
1,167,794
54
Male
null
Single
0
PhD
Self-Employed
39.064217
Suburban
Comprehensive
0
0
424
7
2024-01-05 15:21:39.233485
Good
No
Monthly
Apartment
596
1,167,795
47
Male
67,782
Married
4
PhD
null
10.644531
Suburban
Comprehensive
null
7
349
4
2019-12-16 15:21:39.176717
Poor
No
Daily
Apartment
141
1,167,796
45
Female
128,540
Divorced
3
Master's
Employed
37.834908
Suburban
Premium
0
5
466
1
2021-10-15 15:21:39.081504
Good
Yes
Monthly
Condo
2,320
1,167,797
53
Male
69,969
Single
4
Bachelor's
Self-Employed
25.97739
Urban
Basic
null
1
474
9
2024-03-19 15:21:39.155231
Good
No
Daily
House
2,149
1,167,798
38
Female
6,825
Single
2
Master's
null
17.972144
Rural
Premium
1
10
845
8
2022-08-26 15:21:39.154008
Average
Yes
Daily
House
833
1,167,799
32
Male
1,808
Divorced
3
Bachelor's
null
38.974206
Rural
Basic
null
8
497
6
2020-08-26 15:21:39.111551
Good
No
Weekly
Condo
1,047