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
23,700
48
Male
16,425
Single
1
Master's
Unemployed
26.571316
Suburban
Comprehensive
2
9
556
1
2020-03-29 15:21:39.111551
Average
No
Weekly
Apartment
626
23,701
61
Female
null
null
1
Master's
Self-Employed
16.878562
Rural
Basic
null
15
null
2
2020-04-24 15:21:39.250151
Poor
Yes
Daily
House
321
23,702
56
Male
3,326
Single
null
Bachelor's
Self-Employed
26.171034
Urban
Basic
2
7
406
5
2023-02-22 15:21:39.119168
Poor
Yes
Daily
Condo
382
23,703
57
Female
34,772
Single
2
High School
Unemployed
45.62297
Rural
Basic
null
6
629
8
2021-09-12 15:21:39.181605
Good
No
Daily
Condo
2,946
23,704
37
Male
43,893
Married
2
PhD
null
27.087886
Suburban
Comprehensive
0
6
null
9
2022-08-13 15:21:39.223901
Good
Yes
Weekly
Apartment
1,308
23,705
30
Male
15,253
Divorced
2
High School
Unemployed
24.811532
Urban
Basic
null
15
571
8
2019-08-26 15:21:39.237118
Average
No
Weekly
House
919
23,706
44
Male
1,686
Single
4
PhD
Self-Employed
17.715986
Suburban
Premium
1
1
473
5
2021-10-22 15:21:39.086123
Average
No
Daily
House
541
23,707
61
Female
58,580
Single
4
Master's
Employed
null
Rural
Comprehensive
3
18
725
2
2021-05-09 15:21:39.081504
Good
No
Rarely
Apartment
940
23,708
40
Male
4,470
Divorced
3
Master's
Employed
33.793088
Suburban
Basic
1
16
492
5
2021-05-20 15:21:39.155231
Good
No
Weekly
Apartment
1,165
23,709
18
Male
45,969
Divorced
3
Master's
Employed
51.983351
Suburban
Premium
1
16
549
7
2024-05-27 15:21:39.155231
Poor
No
Monthly
Condo
1,203
23,710
51
Male
13,095
Married
3
High School
Employed
12.598841
Rural
Premium
1
3
null
8
2024-05-16 15:21:39.226954
Good
No
Rarely
Apartment
284
23,711
null
Female
33,070
Single
0
High School
Self-Employed
29.121904
Urban
Comprehensive
1
15
707
8
2023-11-15 15:21:39.226954
Poor
No
Daily
Apartment
3,827
23,712
28
Female
null
Married
0
Master's
Self-Employed
11.633293
Rural
Premium
1
13
302
6
2022-04-22 15:21:39.213373
Poor
Yes
Rarely
House
562
23,713
61
Female
16,523
Single
4
PhD
Employed
20.680717
Urban
Comprehensive
2
14
816
9
2024-01-29 15:21:39.155231
Poor
No
Rarely
House
729
23,714
61
Male
19,024
Married
3
Master's
Self-Employed
32.889575
Urban
Basic
2
2
788
5
2022-05-18 15:21:39.282785
Poor
Yes
Monthly
Apartment
934
23,715
30
Female
27,862
Married
2
High School
Unemployed
7.947997
Rural
Comprehensive
1
13
713
9
2021-11-22 15:21:39.237118
Good
No
Daily
Apartment
1,230
23,716
18
Male
68,620
Divorced
3
PhD
Self-Employed
36.791061
Suburban
Premium
null
16
446
9
2024-07-07 15:21:39.133866
Poor
No
Monthly
House
518
23,717
29
Male
29,720
Married
4
High School
null
14.496481
Rural
Premium
1
13
836
5
2021-06-06 15:21:39.271453
Average
Yes
Rarely
House
781
23,718
20
Female
15,114
Single
0
Bachelor's
Self-Employed
30.352252
Urban
Comprehensive
null
15
669
8
2022-06-20 15:21:39.237118
Poor
Yes
Daily
House
3,339
23,719
35
Female
56,870
Divorced
1
PhD
Unemployed
12.474525
Suburban
Premium
0
11
311
8
2022-04-26 15:21:39.194829
Average
Yes
Monthly
Condo
1,330
23,720
39
Male
12,405
Divorced
2
High School
Employed
36.886411
Rural
Basic
2
6
351
4
2021-01-25 15:21:39.134960
Good
Yes
Daily
Condo
3,994
23,721
45
Female
71,677
Single
2
High School
Self-Employed
16.723191
Suburban
Basic
null
9
381
9
2022-03-16 15:21:39.148733
Poor
Yes
Weekly
Condo
476
23,722
46
Male
70,879
Divorced
1
PhD
Unemployed
null
Suburban
Comprehensive
2
5
463
8
2021-08-28 15:21:39.183598
Good
Yes
Weekly
House
1,027
23,723
50
Female
6,072
Divorced
1
High School
Employed
15.638842
Suburban
Basic
1
8
643
3
2024-03-11 15:21:39.134960
Poor
Yes
Monthly
Apartment
2,161
23,724
57
Female
30,018
Divorced
1
Master's
Unemployed
17.922986
Rural
Comprehensive
3
18
623
9
2021-06-09 15:21:39.253660
Average
Yes
Monthly
Condo
1,386
23,725
55
Female
935
Single
3
Master's
Unemployed
28.999317
Rural
Basic
0
10
453
6
2024-02-17 15:21:39.276901
Good
No
Daily
Apartment
1,161
23,726
45
Female
10,892
Divorced
1
Master's
Unemployed
28.052368
Rural
Basic
2
18
751
2
2021-07-13 15:21:39.172097
Good
No
Rarely
Condo
2,248
23,727
27
Male
null
Divorced
null
Master's
Unemployed
31.935364
Urban
Premium
null
11
311
7
2020-10-24 15:21:39.084065
Average
Yes
Weekly
Apartment
539
23,728
24
Male
612
Divorced
2
PhD
Unemployed
37.828005
Urban
Comprehensive
null
4
607
3
2022-10-01 15:21:39.134960
Average
Yes
Monthly
House
24
23,729
21
Female
24,111
Married
0
PhD
Unemployed
32.839875
Rural
Premium
0
2
null
8
2022-05-16 15:21:39.210805
Good
No
Weekly
Condo
1,212
23,730
34
Female
6,894
Divorced
4
Master's
Employed
3.160597
Urban
Comprehensive
0
2
null
9
2020-07-08 15:21:39.170099
Good
No
Daily
House
2,866
23,731
55
Female
43,716
Married
1
Bachelor's
null
23.981334
Urban
Basic
0
18
544
2
2021-05-07 15:21:39.254678
Good
Yes
Monthly
Condo
791
23,732
48
Female
95,944
Married
null
PhD
Self-Employed
23.018619
Suburban
Premium
0
4
310
3
2023-07-21 15:21:39.091080
Average
Yes
Monthly
Condo
721
23,733
22
Female
28,371
Single
null
High School
null
24.794676
Rural
Comprehensive
1
19
693
2
2022-03-17 15:21:39.177724
Good
No
Monthly
House
707
23,734
48
Female
12,894
Divorced
3
PhD
Self-Employed
32.554596
Urban
Premium
2
12
848
2
2024-08-12 15:21:39.187211
Poor
No
Monthly
Apartment
1,052
23,735
36
Male
39,267
Married
2
PhD
null
23.266826
Suburban
Premium
1
14
null
5
2024-04-02 15:21:39.134960
Good
No
Monthly
Apartment
514
23,736
33
Male
20,197
Married
1
PhD
null
19.09855
Urban
Premium
1
7
790
6
2024-06-13 15:21:39.199447
Average
No
Daily
Apartment
1,462
23,737
28
Female
46,814
Single
2
Bachelor's
null
15.959561
Suburban
Basic
1
9
658
9
2023-07-05 15:21:39.105504
Good
No
Weekly
Condo
119
23,738
34
Female
21,190
Married
0
PhD
Unemployed
5.878667
Rural
Premium
null
18
452
8
2021-12-04 15:21:39.215386
Average
No
Daily
Apartment
78
23,739
55
Male
23,273
Single
4
PhD
null
7.71773
Urban
Premium
2
12
699
7
2020-05-18 15:21:39.079128
Average
Yes
Monthly
Apartment
596
23,740
47
Female
48,630
Married
1
PhD
Unemployed
40.013011
Suburban
Basic
2
17
423
9
2022-05-29 15:21:39.134960
Average
No
Weekly
House
879
23,741
24
Male
16,114
Married
1
Bachelor's
Unemployed
8.908981
Urban
Comprehensive
1
14
518
4
2024-07-15 15:21:39.134960
Poor
Yes
Daily
House
1,149
23,742
32
Male
14,054
Divorced
null
Bachelor's
Employed
29.35181
Rural
Basic
0
19
701
2
2024-03-16 15:21:39.182597
Average
Yes
Weekly
Condo
776
23,743
48
Female
102,317
Married
0
High School
null
21.55531
Suburban
Premium
1
6
452
8
2022-03-16 15:21:39.149731
Good
No
Weekly
Condo
1,676
23,744
27
Male
53,147
Divorced
0
Bachelor's
Employed
41.691039
Rural
Comprehensive
1
13
399
1
2023-03-03 15:21:39.132191
Average
No
Monthly
Condo
399
23,745
42
Female
9,084
Single
2
PhD
Unemployed
26.235901
Urban
Basic
0
7
596
3
2022-11-26 15:21:39.134960
Average
Yes
Daily
Condo
468
23,746
57
Female
43,944
Married
2
High School
null
48.45242
Suburban
Comprehensive
null
3
713
8
2024-03-01 15:21:39.172097
Good
Yes
Daily
House
992
23,747
22
Male
7,091
Divorced
3
High School
Self-Employed
30.013397
Urban
Basic
0
12
448
5
2020-04-30 15:21:39.134960
Poor
Yes
Rarely
House
1,608
23,748
40
Male
10,054
Single
1
Master's
Self-Employed
27.938884
Suburban
Comprehensive
null
18
490
5
2023-12-21 15:21:39.172097
Average
No
Rarely
Condo
740
23,749
52
Female
2,833
Single
1
Master's
Unemployed
30.997598
Rural
Basic
0
6
745
6
2021-01-04 15:21:39.144722
Average
No
Weekly
Condo
2,872
23,750
40
Female
20,962
Married
2
Bachelor's
null
38.255095
Urban
Basic
1
14
null
5
2024-04-16 15:21:39.237118
Poor
Yes
Daily
House
2,430
23,751
30
Female
28,991
Divorced
4
Master's
null
12.569284
Rural
Basic
null
5
464
3
2019-12-15 15:21:39.177724
Average
Yes
Daily
Apartment
726
23,752
41
Female
705
Married
1
PhD
Self-Employed
null
Urban
Comprehensive
0
18
null
1
2023-12-17 15:21:39.226954
Good
No
Daily
House
642
23,753
52
Male
14,094
Divorced
2
Master's
null
12.946273
Rural
Basic
0
10
511
1
2020-09-05 15:21:39.155231
null
Yes
Monthly
Condo
906
23,754
59
Male
11,661
Married
0
PhD
Unemployed
21.719597
Rural
Premium
null
19
638
3
2022-11-30 15:21:39.198406
Good
Yes
Daily
Condo
2,726
23,755
60
Male
null
Divorced
4
Master's
Unemployed
21.955291
Rural
Basic
1
9
710
4
2023-02-07 15:21:39.165120
Average
Yes
Weekly
Apartment
329
23,756
51
Male
52,288
Married
2
PhD
Unemployed
16.838607
Urban
Basic
2
5
391
8
2023-02-12 15:21:39.118178
Poor
No
Monthly
House
2,455
23,757
35
Male
6,826
Single
1
PhD
Employed
39.894199
Suburban
Basic
2
4
827
4
2021-01-14 15:21:39.282785
Poor
No
Daily
Condo
627
23,758
38
Male
49,517
Single
1
High School
Employed
22.585364
Rural
Basic
0
2
467
7
2022-03-27 15:21:39.281787
Poor
Yes
Daily
House
406
23,759
54
Female
43,987
Married
0
PhD
null
39.641719
Urban
Basic
null
0
635
3
2022-06-12 15:21:39.155231
Good
Yes
Monthly
Condo
798
23,760
34
Male
5,542
Married
0
Bachelor's
Self-Employed
45.37245
Urban
Basic
3
12
774
4
2024-05-13 15:21:39.095696
Good
No
Rarely
Condo
130
23,761
27
Female
18,092
Married
0
PhD
Unemployed
18.619172
Urban
Premium
0
18
522
9
2020-12-22 15:21:39.134960
Good
No
Rarely
Apartment
928
23,762
54
Male
43,476
Single
1
Master's
Self-Employed
11.798825
Suburban
Basic
0
6
812
1
2019-08-30 15:21:39.263607
Good
No
Rarely
Condo
1,334
23,763
46
Male
91,759
Divorced
0
Master's
null
11.946149
Urban
Comprehensive
1
14
605
9
2019-09-23 15:21:39.280784
Average
No
Monthly
Apartment
2,096
23,764
26
Female
1,820
Single
2
High School
Self-Employed
3.070815
Urban
Comprehensive
0
5
null
7
2022-02-28 15:21:39.126661
Poor
No
Weekly
House
2,120
23,765
30
Female
17,850
Divorced
1
Bachelor's
null
17.153544
Rural
Basic
1
12
573
1
2023-09-17 15:21:39.108562
Good
No
Weekly
Condo
814
23,766
37
Male
null
Married
0
High School
Employed
12.847632
Rural
Basic
2
0
447
4
2022-02-19 15:21:39.237118
Average
No
Monthly
House
561
23,767
null
Female
72,970
Divorced
4
High School
Self-Employed
7.08133
Suburban
Comprehensive
2
8
437
9
2022-01-22 15:21:39.134960
Poor
No
Weekly
House
1,297
23,768
43
Male
20,742
Married
0
Master's
Self-Employed
19.502587
Rural
Comprehensive
4
3
null
3
2022-10-07 15:21:39.082499
Average
No
Weekly
House
134
23,769
45
Female
72,796
Divorced
3
PhD
Self-Employed
23.038209
Suburban
Premium
null
8
397
4
2022-06-17 15:21:39.170099
Poor
Yes
Daily
Condo
983
23,770
28
Female
80,749
Married
3
Master's
Self-Employed
47.366858
Urban
Comprehensive
1
16
456
4
2022-02-12 15:21:39.260856
Average
Yes
Monthly
Condo
2,959
23,771
32
Female
16,275
Divorced
null
Master's
Employed
20.590793
Suburban
Premium
2
7
592
8
2022-09-28 15:21:39.265513
Average
No
Rarely
House
1,208
23,772
39
Male
17,369
null
4
High School
null
18.738143
Urban
Premium
null
17
381
1
2021-11-04 15:21:39.229482
Average
Yes
Daily
Apartment
1,784
23,773
42
Male
91,078
Married
0
PhD
Employed
null
Suburban
Premium
null
16
725
7
2021-07-23 15:21:39.134960
Good
Yes
Daily
Apartment
2,449
23,774
18
Female
146,081
Single
1
High School
Self-Employed
40.887757
Rural
Comprehensive
1
0
672
4
2019-10-03 15:21:39.214388
Poor
No
Rarely
House
2,062
23,775
23
Male
45,467
Divorced
3
Master's
null
21.85899
Urban
Comprehensive
1
0
581
7
2020-06-24 15:21:39.253660
Poor
Yes
Monthly
Condo
1,153
23,776
40
Female
20,659
Divorced
0
PhD
Employed
32.242539
Suburban
Premium
null
11
null
3
2020-04-26 15:21:39.253660
Average
Yes
Weekly
Apartment
790
23,777
41
Male
6,918
Single
0
Master's
Self-Employed
null
Urban
Premium
null
2
602
1
2021-09-25 15:21:39.130190
Good
No
Monthly
House
1,718
23,778
34
Male
13,744
Single
4
Bachelor's
Self-Employed
18.83749
Suburban
Comprehensive
null
4
791
4
2020-03-13 15:21:39.237118
Average
Yes
Monthly
House
267
23,779
28
Male
39,560
Single
4
Bachelor's
Employed
22.56915
Rural
Premium
null
11
408
8
2021-08-04 15:21:39.096739
Poor
No
Daily
Condo
1,864
23,780
21
Male
2,492
Divorced
2
PhD
Self-Employed
8.162095
Urban
Premium
2
18
null
4
2019-08-28 15:21:39.285112
Poor
No
Weekly
Apartment
1,284
23,781
64
Female
17,983
Single
4
Master's
null
34.290196
Urban
Basic
1
2
709
8
2023-05-28 15:21:39.224915
Poor
No
Rarely
Apartment
898
23,782
34
Male
46,011
Single
1
Master's
null
45.08626
Suburban
Basic
null
6
719
5
2023-04-15 15:21:39.274993
Poor
No
Daily
Apartment
1,568
23,783
null
Male
81,644
Single
4
High School
Unemployed
null
Rural
Basic
null
13
788
4
2021-06-24 15:21:39.221386
Good
Yes
Weekly
Apartment
2,046
23,784
38
Female
25,183
Divorced
1
PhD
Employed
24.670037
Urban
Basic
null
5
486
3
2021-12-19 15:21:39.092127
Average
No
Daily
House
537
23,785
25
Male
6,791
Single
4
Bachelor's
null
27.493957
Rural
Premium
null
4
752
1
2023-11-09 15:21:39.226954
Poor
Yes
Daily
Condo
786
23,786
38
Female
16,237
Married
2
PhD
Unemployed
7.757082
Urban
Premium
2
16
415
7
2024-01-25 15:21:39.104139
Poor
Yes
Monthly
House
1,750
23,787
59
Male
48,281
Divorced
4
Master's
Unemployed
36.917509
Suburban
Basic
null
13
408
1
2020-09-11 15:21:39.099739
Average
Yes
Daily
Condo
2,609
23,788
56
Female
17,085
Single
1
High School
Unemployed
13.944371
Rural
Premium
null
12
712
3
2021-09-26 15:21:39.134960
Poor
Yes
Rarely
Apartment
723
23,789
19
Male
19,609
Divorced
2
PhD
Self-Employed
8.09967
Suburban
Premium
null
4
null
1
2023-07-17 15:21:39.237118
Average
No
Rarely
Condo
741
23,790
20
Female
9,126
Married
3
PhD
null
25.823891
Urban
Premium
null
18
846
9
2022-03-13 15:21:39.117183
Good
No
Monthly
Condo
2,612
23,791
59
Female
44,945
Single
4
Master's
null
20.959083
Urban
Comprehensive
null
7
null
4
2021-06-03 15:21:39.257696
Average
Yes
Monthly
Apartment
885
23,792
21
Male
99,859
Single
null
Master's
null
3.068127
Suburban
Basic
null
10
301
1
2021-04-15 15:21:39.170099
Poor
No
Rarely
Condo
93
23,793
40
Male
63,730
Divorced
4
Master's
Employed
20.912192
Rural
Premium
3
5
563
7
2023-02-03 15:21:39.169102
null
Yes
Weekly
House
88
23,794
22
Female
null
Single
3
Master's
Self-Employed
40.270137
Rural
Comprehensive
null
9
488
8
2019-09-26 15:21:39.166062
Good
No
Monthly
Apartment
1,847
23,795
26
Male
44,922
Married
null
Master's
Employed
12.27499
Suburban
Basic
2
10
817
5
2024-08-11 15:21:39.207847
null
Yes
Daily
Condo
2,214
23,796
25
Female
2,857
Single
4
Master's
null
21.496681
Suburban
Premium
2
18
663
7
2020-05-17 15:21:39.155231
Average
Yes
Daily
House
2,429
23,797
23
Male
29,005
Single
3
Bachelor's
Unemployed
16.510511
Urban
Premium
0
19
null
4
2023-10-16 15:21:39.261856
Good
No
Weekly
House
1,109
23,798
59
Male
23,584
Divorced
1
Master's
Unemployed
8.847128
Suburban
Premium
null
8
599
8
2021-06-01 15:21:39.237118
Average
No
Rarely
Condo
1,575
23,799
31
Male
15,883
Single
2
Bachelor's
Employed
28.884478
Urban
Basic
null
2
584
9
2019-08-27 15:21:39.134960
Average
Yes
Rarely
Apartment
1,174