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
1,158,700
38
Male
14,881
Single
4
High School
Self-Employed
11.811127
Suburban
Comprehensive
null
13
null
6
2021-12-19 15:21:39.148733
null
No
Monthly
House
479
1,158,701
21
Male
18,332
Divorced
0
Master's
Employed
20.173337
Rural
Comprehensive
2
19
617
8
2023-03-17 15:21:39.155231
Good
No
Monthly
Apartment
133
1,158,702
59
Male
1,535
Divorced
3
Master's
Self-Employed
15.024535
Suburban
Basic
null
9
586
9
2023-07-17 15:21:39.167099
null
Yes
Weekly
Apartment
464
1,158,703
44
Male
67,056
Married
0
PhD
null
25.451038
Rural
Comprehensive
1
17
329
9
2022-08-06 15:21:39.273973
Good
No
Rarely
Condo
132
1,158,704
52
Male
14,094
Married
0
Master's
Employed
17.835111
Rural
Premium
1
10
703
5
2021-09-26 15:21:39.230483
Poor
No
Daily
House
1,643
1,158,705
22
Male
48,678
Married
3
Master's
Employed
45.534696
Rural
Premium
2
10
629
9
2020-02-14 15:21:39.237118
Poor
Yes
Monthly
Condo
111
1,158,706
21
Male
11,103
Married
0
Master's
null
3.388418
Urban
Basic
null
16
549
6
2024-03-20 15:21:39.155231
Poor
Yes
Monthly
House
1,758
1,158,707
38
Female
6,095
Single
0
Bachelor's
Unemployed
23.632184
Urban
Premium
0
2
571
2
2022-05-16 15:21:39.226954
Poor
Yes
Weekly
Condo
382
1,158,708
45
Female
null
Married
null
PhD
Unemployed
26.853144
Urban
Premium
0
3
394
4
2022-07-15 15:21:39.224915
Poor
Yes
Weekly
Apartment
522
1,158,709
21
Female
29,208
Divorced
2
Master's
Employed
16.27665
Urban
Comprehensive
1
4
729
9
2023-03-10 15:21:39.119168
Average
No
Monthly
House
553
1,158,710
45
Female
17,561
Married
0
High School
null
38.255947
Rural
Premium
null
4
null
5
2022-10-13 15:21:39.199447
Average
No
Daily
Condo
2,816
1,158,711
26
Male
15,783
Single
1
PhD
Unemployed
41.987792
Suburban
Basic
1
12
497
2
2019-11-06 15:21:39.155231
Average
Yes
Rarely
Condo
962
1,158,712
64
Male
28,161
Divorced
2
Master's
Unemployed
9.371325
Rural
Basic
2
7
584
2
2022-11-30 15:21:39.256696
Poor
Yes
Monthly
Apartment
1,305
1,158,713
null
Female
11,588
Married
0
Bachelor's
null
16.849127
Urban
Premium
2
17
828
8
2022-05-23 15:21:39.176717
Average
Yes
Monthly
House
822
1,158,714
33
Male
81,295
Single
3
Master's
Employed
33.269734
Suburban
Premium
1
7
409
9
2023-12-27 15:21:39.245086
Average
Yes
Daily
Apartment
632
1,158,715
63
Male
10,981
Married
0
Master's
Employed
21.966194
Suburban
Premium
1
9
847
4
2022-08-14 15:21:39.237118
Good
No
Monthly
House
646
1,158,716
19
Female
124,401
Single
2
Master's
Employed
34.935276
Urban
Premium
0
14
394
8
2020-04-11 15:21:39.126661
Poor
Yes
Rarely
House
671
1,158,717
21
Female
38,573
Divorced
2
Bachelor's
null
12.788693
Urban
Basic
0
3
636
2
2020-05-21 15:21:39.134960
Good
Yes
Monthly
Condo
559
1,158,718
55
Male
29,593
Married
1
High School
Unemployed
12.714956
Rural
Comprehensive
1
15
709
9
2019-11-18 15:21:39.290098
Average
No
Rarely
House
431
1,158,719
30
Female
37,613
Divorced
2
Master's
Unemployed
15.0116
Rural
Comprehensive
null
18
403
5
2020-01-02 15:21:39.134960
Average
Yes
Rarely
Apartment
673
1,158,720
56
Male
null
Married
null
High School
Employed
40.027824
Urban
Premium
2
19
476
7
2021-10-08 15:21:39.155231
Good
Yes
Rarely
Condo
36
1,158,721
20
Male
23,897
Divorced
1
PhD
Employed
11.903149
Rural
Comprehensive
1
11
null
1
2023-06-27 15:21:39.188220
Good
Yes
Daily
Condo
23
1,158,722
42
Female
1,285
Divorced
4
Master's
Self-Employed
15.847795
Rural
Basic
null
8
498
1
2022-06-14 15:21:39.250151
Poor
No
Daily
Condo
1,651
1,158,723
60
Female
101,859
Married
1
Master's
Employed
33.998523
Urban
Comprehensive
null
19
381
7
2021-04-28 15:21:39.081504
Poor
Yes
Daily
Apartment
1,461
1,158,724
21
Male
21,876
Married
4
PhD
Employed
25.077793
Suburban
Basic
0
18
651
1
2021-12-03 15:21:39.164044
Poor
No
Weekly
Condo
1,949
1,158,725
56
Male
33,381
Married
3
Master's
Unemployed
7.865701
Rural
Comprehensive
0
10
null
8
2023-09-27 15:21:39.177724
Good
No
Weekly
Condo
871
1,158,726
35
Male
56
Married
4
PhD
Employed
38.504735
Suburban
Premium
0
18
604
4
2020-07-11 15:21:39.134960
Good
No
Weekly
Apartment
61
1,158,727
57
Female
76,178
Married
4
PhD
null
46.814208
Suburban
Premium
1
4
716
4
2023-04-19 15:21:39.202448
Average
Yes
Rarely
House
188
1,158,728
54
Female
7,074
Single
0
Bachelor's
Unemployed
18.924644
Rural
Comprehensive
null
13
589
4
2020-02-05 15:21:39.155231
Poor
Yes
Monthly
House
531
1,158,729
36
Male
5,873
Single
4
Master's
null
13.856013
Suburban
Comprehensive
null
13
783
3
2019-12-08 15:21:39.082499
Poor
Yes
Daily
Apartment
723
1,158,730
48
Female
27,108
Divorced
null
High School
Employed
16.813278
Rural
Basic
0
2
555
9
2024-04-15 15:21:39.148733
null
Yes
Rarely
Condo
238
1,158,731
38
Female
26,461
Single
2
PhD
Self-Employed
45.187619
Rural
Basic
1
16
685
8
2024-05-15 15:21:39.155231
Average
No
Monthly
Apartment
2,488
1,158,732
34
Female
21,147
Single
0
High School
null
19.63787
Rural
Comprehensive
2
12
811
3
2022-11-12 15:21:39.128286
Good
Yes
Weekly
Condo
976
1,158,733
30
Male
16,274
Divorced
4
Master's
Self-Employed
47.764467
Rural
Basic
1
18
665
2
2023-05-14 15:21:39.155231
Average
No
Weekly
Apartment
38
1,158,734
21
Male
7,063
Single
2
Master's
null
19.202671
Suburban
Comprehensive
null
2
331
2
2023-11-07 15:21:39.091080
Good
No
Daily
Apartment
795
1,158,735
18
Female
83,609
Single
3
High School
Employed
5.264944
Urban
Basic
null
2
340
4
2022-09-16 15:21:39.155231
Good
No
Monthly
Condo
86
1,158,736
18
Female
4,511
Married
3
High School
Self-Employed
40.928165
Suburban
Comprehensive
2
17
677
3
2020-06-17 15:21:39.194829
Poor
No
Weekly
House
629
1,158,737
57
Female
4,055
Single
0
High School
Employed
22.093412
Rural
Comprehensive
2
4
796
4
2023-07-28 15:21:39.184157
Poor
No
Monthly
Apartment
635
1,158,738
62
Male
18,709
Single
3
Bachelor's
Self-Employed
31.988467
Urban
Premium
null
10
null
8
2020-01-20 15:21:39.201446
Average
Yes
Weekly
Condo
2,444
1,158,739
62
Female
29,933
Divorced
2
Bachelor's
Self-Employed
8.569022
Urban
Comprehensive
null
9
432
3
2023-02-15 15:21:39.208842
Average
Yes
Rarely
Apartment
138
1,158,740
44
Female
87,573
Divorced
2
PhD
Unemployed
5.67106
Rural
Premium
0
4
489
1
2022-09-28 15:21:39.198406
Average
Yes
Weekly
Condo
2,262
1,158,741
64
Female
6,712
Single
3
Bachelor's
Self-Employed
27.426947
Rural
Basic
1
5
695
9
2023-01-22 15:21:39.259788
Good
No
Rarely
House
1,849
1,158,742
39
Male
44,918
Married
4
PhD
Unemployed
21.918828
Rural
Comprehensive
null
10
667
1
2021-03-24 15:21:39.134960
Average
No
Rarely
House
829
1,158,743
21
Female
5,091
Married
1
High School
Self-Employed
17.612924
Rural
Comprehensive
1
11
528
3
2020-08-21 15:21:39.112553
Poor
No
Daily
Condo
816
1,158,744
58
Male
44,741
Single
3
Master's
Employed
25.015914
Urban
Basic
1
1
793
5
2020-09-14 15:21:39.148733
Good
No
Monthly
Apartment
1,053
1,158,745
36
Male
16,787
Married
2
Master's
null
29.908562
Suburban
Comprehensive
0
11
729
2
2020-02-22 15:21:39.080440
Good
No
Monthly
Condo
1,023
1,158,746
31
Female
87,935
Divorced
3
PhD
Employed
3.962287
Rural
Comprehensive
0
6
418
7
2022-10-20 15:21:39.134960
Average
No
Weekly
House
522
1,158,747
25
Female
466
Married
1
Bachelor's
Employed
37.039388
Rural
Premium
null
18
591
5
2020-02-28 15:21:39.209847
Good
Yes
Rarely
Apartment
28
1,158,748
32
Female
45,106
Married
2
Master's
Unemployed
23.387596
Urban
Premium
null
4
null
1
2021-04-10 15:21:39.188220
Poor
No
Weekly
Apartment
852
1,158,749
37
Female
10,076
Single
2
PhD
Unemployed
11.261762
Suburban
Basic
1
16
607
9
2023-02-11 15:21:39.143708
Average
Yes
Rarely
Condo
120
1,158,750
36
Male
49,878
Single
0
Bachelor's
Unemployed
30.844808
Rural
Basic
1
15
709
8
2020-07-28 15:21:39.222387
Average
No
Weekly
Condo
111
1,158,751
50
Male
27,385
Single
0
Bachelor's
null
17.53491
Urban
Basic
null
0
695
3
2019-09-30 15:21:39.207847
Poor
Yes
Monthly
Condo
466
1,158,752
19
Male
44,379
Single
3
Bachelor's
Unemployed
34.143637
Suburban
Basic
2
7
null
7
2021-04-16 15:21:39.143708
Good
No
Weekly
Apartment
778
1,158,753
57
Male
63,318
Single
null
Bachelor's
Employed
24.798664
Urban
Basic
2
8
733
1
2023-01-15 15:21:39.126661
Average
Yes
Weekly
Apartment
2,436
1,158,754
41
Female
20,276
Married
0
PhD
Self-Employed
14.908888
Suburban
Basic
1
4
553
9
2020-11-18 15:21:39.253660
Poor
No
Monthly
House
793
1,158,755
42
Male
83,566
Single
3
Master's
Self-Employed
33.874233
Suburban
Premium
null
11
502
8
2023-09-23 15:21:39.225916
Average
No
Weekly
Condo
2,727
1,158,756
36
Male
7,077
Single
4
Master's
null
19.835121
Urban
Premium
null
10
573
1
2021-04-12 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,245
1,158,757
53
Male
16,339
Divorced
3
Master's
Employed
33.988512
Suburban
Comprehensive
null
3
594
4
2024-07-26 15:21:39.276901
Poor
No
Monthly
Condo
788
1,158,758
37
Female
4,720
Single
0
Master's
Unemployed
28.880941
Urban
Basic
1
6
null
4
2021-02-17 15:21:39.225916
Average
Yes
Weekly
House
1,859
1,158,759
28
Female
33,394
Married
0
Bachelor's
null
34.079262
Urban
Basic
null
18
560
1
2020-03-19 15:21:39.221386
Average
No
Rarely
House
962
1,158,760
36
Female
27,442
Single
0
PhD
Self-Employed
10.634134
Rural
Comprehensive
null
9
719
9
2023-06-14 15:21:39.154008
Average
No
Rarely
Condo
514
1,158,761
45
Female
39,746
Married
2
Master's
null
36.868897
Rural
Basic
1
12
639
1
2019-10-05 15:21:39.094752
Good
No
Weekly
House
2,516
1,158,762
45
Female
24,140
Divorced
null
Bachelor's
Self-Employed
51.592675
Urban
Premium
1
10
661
6
2023-12-05 15:21:39.144722
Average
No
Daily
Condo
1,713
1,158,763
31
Female
10,094
Divorced
3
Master's
Self-Employed
22.582229
Suburban
Premium
1
13
591
7
2023-06-10 15:21:39.208842
Average
No
Rarely
Apartment
602
1,158,764
41
Male
89,425
Married
3
PhD
Unemployed
28.189934
Rural
Basic
null
18
704
4
2024-05-25 15:21:39.258696
Poor
No
Rarely
House
344
1,158,765
51
Male
14,053
Single
0
High School
null
10.934212
Rural
Basic
null
8
695
8
2023-02-14 15:21:39.155231
Poor
Yes
Daily
House
744
1,158,766
61
Male
44,963
Married
4
Bachelor's
Employed
35.845763
Suburban
Premium
0
0
362
9
2020-02-28 15:21:39.278402
Average
Yes
Monthly
Condo
618
1,158,767
34
Male
1,510
Divorced
1
Master's
null
12.705905
Rural
Premium
2
3
565
3
2020-10-12 15:21:39.271453
Poor
Yes
Monthly
House
2,989
1,158,768
51
Male
8,023
Married
2
High School
Unemployed
37.773577
Urban
Premium
1
0
766
8
2019-09-30 15:21:39.126661
Good
No
Weekly
House
1,431
1,158,769
27
Male
34,032
Married
2
Master's
null
28.162591
Urban
Premium
0
6
null
3
2022-02-14 15:21:39.258696
Good
No
Rarely
Apartment
2,328
1,158,770
40
Male
43,938
Divorced
3
Bachelor's
Employed
16.788378
Urban
Basic
2
14
509
5
2023-08-21 15:21:39.257696
Poor
No
Rarely
Apartment
1,253
1,158,771
45
Male
15,209
Married
3
Bachelor's
null
33.792236
Rural
Basic
0
15
757
3
2020-02-06 15:21:39.251142
Poor
No
Weekly
Condo
757
1,158,772
60
Female
17,077
Single
0
Bachelor's
Unemployed
25.086959
Urban
Comprehensive
null
15
556
1
2022-10-14 15:21:39.190215
null
Yes
Rarely
Condo
988
1,158,773
42
Male
22,712
Married
1
High School
Self-Employed
19.869701
Suburban
Premium
null
14
658
6
2024-02-28 15:21:39.265513
Poor
No
Rarely
House
1,029
1,158,774
31
Female
34,221
Married
null
Master's
Employed
31.636657
Urban
Basic
null
0
534
9
2023-01-19 15:21:39.237118
null
Yes
Rarely
House
1,077
1,158,775
37
Female
12,325
Married
null
Bachelor's
Unemployed
28.912486
Urban
Comprehensive
0
13
584
9
2021-04-06 15:21:39.155231
Average
No
Weekly
Condo
2,779
1,158,776
46
Female
22,325
Married
2
High School
Self-Employed
11.923143
Rural
Comprehensive
null
8
null
6
2019-11-09 15:21:39.224915
Good
No
Rarely
Condo
369
1,158,777
57
Female
84,741
Married
1
PhD
Self-Employed
20.318821
Suburban
Comprehensive
null
2
410
2
2020-10-31 15:21:39.206847
Poor
Yes
Monthly
Apartment
1,086
1,158,778
43
Male
40,593
Divorced
1
High School
Employed
40.414614
Rural
Basic
0
15
null
9
2022-04-30 15:21:39.134960
Good
No
Daily
House
532
1,158,779
25
Male
94,903
Divorced
3
PhD
Employed
10.977694
Rural
Premium
3
6
697
9
2019-12-12 15:21:39.175719
Good
Yes
Rarely
Condo
2,114
1,158,780
64
Male
51,593
Single
4
Bachelor's
Employed
21.724521
Rural
Premium
3
14
730
7
2021-01-08 15:21:39.155231
Good
Yes
Monthly
Apartment
2,268
1,158,781
25
Male
14,105
Single
3
PhD
Self-Employed
25.83935
Urban
Premium
0
9
616
9
2022-08-03 15:21:39.237118
Good
Yes
Rarely
House
3,069
1,158,782
23
Female
47,448
Married
4
High School
Employed
32.682535
Rural
Comprehensive
0
4
714
9
2020-03-19 15:21:39.110557
Average
Yes
Monthly
Condo
101
1,158,783
19
Male
7,053
Married
null
Bachelor's
Self-Employed
38.887007
Suburban
Basic
null
7
577
2
2020-09-20 15:21:39.134960
Poor
No
Daily
House
478
1,158,784
50
Male
17,131
Single
3
High School
Unemployed
36.895079
Rural
Comprehensive
null
7
666
3
2023-11-25 15:21:39.252145
Poor
No
Daily
Condo
1,103
1,158,785
36
Female
null
Single
3
Master's
null
46.12559
Urban
Comprehensive
1
9
null
3
2022-08-11 15:21:39.223901
Good
No
Monthly
Condo
115
1,158,786
null
Female
101,892
Married
null
Bachelor's
null
34.636322
Rural
Comprehensive
0
3
null
8
2020-05-05 15:21:39.259788
Good
Yes
Rarely
House
305
1,158,787
22
Male
17,107
Single
3
Bachelor's
Unemployed
20.826189
Urban
Basic
0
17
null
4
2024-07-23 15:21:39.134960
Good
Yes
Monthly
Apartment
954
1,158,788
24
Female
142,743
Single
1
High School
Employed
51.05509
Suburban
Basic
null
15
554
9
2021-02-08 15:21:39.194829
Poor
Yes
Rarely
House
2,592
1,158,789
58
Male
10,622
Single
0
Bachelor's
Unemployed
19.827055
Rural
Basic
null
7
740
5
2021-08-11 15:21:39.199447
Poor
No
Monthly
House
267
1,158,790
51
Female
51,755
Divorced
3
Master's
Self-Employed
14.679213
Rural
Basic
2
9
null
8
2020-07-10 15:21:39.224915
Poor
No
Monthly
House
4,644
1,158,791
33
Female
67,733
Divorced
0
PhD
Unemployed
32.873508
Rural
Comprehensive
0
10
694
7
2019-10-26 15:21:39.167099
Good
Yes
Weekly
House
2,222
1,158,792
49
Male
34,376
Married
4
PhD
Employed
41.867487
Rural
Comprehensive
0
2
682
9
2024-01-08 15:21:39.134960
Good
Yes
Daily
Apartment
1,204
1,158,793
21
Female
13,753
Single
1
Bachelor's
null
31.517856
Urban
Basic
0
3
null
5
2022-06-30 15:21:39.282785
Poor
No
Weekly
House
527
1,158,794
58
Female
20,265
Divorced
3
Bachelor's
Unemployed
15.84933
Urban
Basic
null
3
598
5
2022-03-18 15:21:39.133866
Average
No
Rarely
Apartment
1,712
1,158,795
62
Male
2,762
Divorced
3
Bachelor's
Unemployed
35.749421
Suburban
Comprehensive
null
6
326
4
2021-01-04 15:21:39.080440
null
Yes
Monthly
Condo
53
1,158,796
26
Male
41,009
Single
3
Master's
null
29.570764
Urban
Comprehensive
0
11
759
3
2022-11-04 15:21:39.254678
Poor
Yes
Weekly
Apartment
381
1,158,797
29
Male
10,618
Married
4
Master's
Employed
22.871016
Suburban
Premium
0
19
622
1
2020-03-16 15:21:39.198406
Poor
Yes
Rarely
House
1,976
1,158,798
20
Male
1,118
Married
4
PhD
Self-Employed
11.882691
Suburban
Comprehensive
0
0
403
5
2023-10-26 15:21:39.235012
Poor
No
Monthly
Apartment
229
1,158,799
39
Male
8,054
Single
1
PhD
Employed
13.556626
Suburban
Comprehensive
null
4
622
7
2022-11-28 15:21:39.134960
Good
Yes
Daily
Apartment
25