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
30,700
43
Male
118,890
Divorced
3
Master's
Employed
18.052498
Rural
Premium
0
6
491
2
2023-03-19 15:21:39.226954
Average
Yes
Weekly
House
3,316
30,701
58
Female
34,392
Married
null
PhD
Self-Employed
11.73047
Urban
Comprehensive
0
13
707
6
2021-04-19 15:21:39.134960
Average
Yes
Weekly
Apartment
852
30,702
51
Male
5,866
Single
0
PhD
Employed
16.818158
Suburban
Basic
2
7
403
3
2023-09-05 15:21:39.114118
Good
Yes
Daily
Apartment
816
30,703
52
Female
null
Married
4
Bachelor's
Unemployed
18.919394
Urban
Comprehensive
null
13
427
8
2020-08-21 15:21:39.083497
Poor
No
Monthly
Apartment
742
30,704
55
Male
70,825
Divorced
3
Master's
null
48.004429
Urban
Premium
2
7
824
6
2021-12-23 15:21:39.205850
Good
No
Daily
Apartment
2,063
30,705
56
Female
4,947
Married
4
High School
Self-Employed
10.304747
Rural
Premium
2
13
665
5
2023-07-06 15:21:39.134960
Average
No
Daily
House
965
30,706
31
Female
62,813
Single
2
Master's
null
19.504441
Rural
Comprehensive
1
13
372
9
2023-02-13 15:21:39.155231
Poor
No
Weekly
House
1,506
30,707
21
Male
23,783
Single
0
High School
Employed
13.096347
Urban
Comprehensive
null
9
645
6
2022-01-07 15:21:39.145732
Average
Yes
Daily
Apartment
959
30,708
32
Male
48,342
Single
2
High School
Self-Employed
20.3869
Rural
Basic
2
11
401
2
2021-04-11 15:21:39.260856
null
No
Daily
Apartment
24
30,709
46
Female
72,657
Single
2
PhD
Self-Employed
12.843173
Rural
Premium
1
1
308
8
2020-06-16 15:21:39.126661
Good
Yes
Rarely
Condo
971
30,710
44
Female
72,063
Divorced
4
Master's
null
12.818179
Suburban
Comprehensive
0
8
786
7
2020-01-24 15:21:39.097737
Good
Yes
Weekly
Apartment
363
30,711
55
Female
718
Single
3
High School
null
26.836212
Urban
Comprehensive
1
15
523
4
2022-09-15 15:21:39.247098
Poor
Yes
Daily
House
212
30,712
63
Male
1,250
Single
2
Bachelor's
Unemployed
26.243718
Rural
Premium
null
6
468
2
2023-03-09 15:21:39.155231
Poor
Yes
Monthly
Apartment
112
30,713
21
Male
135,516
Divorced
2
PhD
null
12.564006
Suburban
Basic
null
16
454
1
2022-09-13 15:21:39.209847
Poor
Yes
Monthly
House
1,669
30,714
55
Female
100,988
Divorced
4
Master's
null
28.444327
Suburban
Premium
0
12
326
5
2020-10-13 15:21:39.172097
Good
No
Monthly
Apartment
649
30,715
28
Female
45,912
Divorced
4
PhD
Employed
25.929032
Suburban
Comprehensive
null
14
557
8
2023-05-08 15:21:39.091080
Good
No
Monthly
House
632
30,716
20
Male
11,589
Divorced
3
PhD
Employed
38.581891
Suburban
Premium
null
18
null
2
2023-01-11 15:21:39.236064
Good
Yes
Weekly
Apartment
663
30,717
52
Male
26,553
Married
2
Master's
Self-Employed
16.158537
Urban
Comprehensive
0
15
647
7
2024-03-08 15:21:39.092127
Good
No
Daily
House
1,453
30,718
53
Male
17,054
Married
2
PhD
null
null
Rural
Premium
null
15
463
7
2023-11-02 15:21:39.134960
Poor
No
Rarely
Apartment
805
30,719
40
Female
22,509
Single
4
High School
Unemployed
31.625968
Suburban
Basic
1
4
440
6
2022-09-09 15:21:39.188220
Average
No
Weekly
House
801
30,720
22
Male
462
Single
0
Bachelor's
Self-Employed
18.637607
Suburban
Premium
2
0
558
6
2021-09-24 15:21:39.098696
Good
Yes
Monthly
Apartment
663
30,721
30
Male
28,650
Married
4
Bachelor's
null
10.286672
Rural
Basic
null
19
706
8
2020-01-07 15:21:39.214388
Average
No
Daily
Condo
3,023
30,722
29
Female
34,241
Divorced
null
High School
null
19.096617
Rural
Comprehensive
null
17
765
9
2021-11-13 15:21:39.220389
Average
Yes
Daily
Condo
1,592
30,723
23
Male
25,166
Single
1
Bachelor's
Unemployed
49.751629
Suburban
Premium
0
5
734
6
2021-05-27 15:21:39.155231
Average
No
Daily
Apartment
1,419
30,724
64
Male
515
Divorced
1
Bachelor's
null
19.839293
Suburban
Comprehensive
0
16
430
2
2023-09-09 15:21:39.112553
Average
Yes
Weekly
Apartment
631
30,725
59
Female
62,273
Married
1
Master's
null
9.049482
Urban
Basic
2
10
519
1
2020-12-02 15:21:39.263607
Poor
Yes
Weekly
Apartment
2,666
30,726
42
Female
14,991
Divorced
4
High School
Self-Employed
28.764333
Urban
Comprehensive
null
5
725
9
2024-05-30 15:21:39.134960
Average
Yes
Monthly
House
481
30,727
27
Male
41,586
Single
4
High School
Employed
43.240025
Suburban
Comprehensive
null
16
565
2
2023-03-03 15:21:39.155231
Good
No
Daily
Condo
247
30,728
44
Female
66,515
null
1
Bachelor's
Self-Employed
27.897636
Suburban
Basic
0
13
394
2
2019-11-21 15:21:39.134960
Poor
Yes
Monthly
House
2,156
30,729
61
Female
55,559
Married
null
Bachelor's
Employed
30.521196
Urban
Comprehensive
null
8
407
1
2021-07-24 15:21:39.083497
Good
No
Daily
Condo
539
30,730
52
Male
13,894
Single
4
PhD
Self-Employed
22.243917
Rural
Comprehensive
1
13
null
8
2024-01-19 15:21:39.237118
Good
No
Monthly
Apartment
2,058
30,731
52
Male
939
Divorced
1
High School
Employed
11.744224
Rural
Comprehensive
3
18
null
1
2021-09-19 15:21:39.134960
Poor
Yes
Daily
Condo
1,401
30,732
63
Male
null
Married
1
PhD
Self-Employed
5.813936
Suburban
Comprehensive
1
11
393
8
2021-02-26 15:21:39.286113
Good
Yes
Monthly
Condo
923
30,733
61
Male
44,202
Single
1
Master's
null
29.739373
Urban
Premium
2
11
414
1
2020-05-27 15:21:39.272456
Average
Yes
Monthly
Condo
1,054
30,734
62
Male
35,778
Divorced
2
Master's
Self-Employed
18.04132
Suburban
Premium
0
13
543
3
2022-06-29 15:21:39.198406
Good
No
Daily
Apartment
274
30,735
28
Male
29,076
Married
1
Master's
Self-Employed
16.256547
Urban
Premium
null
12
491
7
2020-07-14 15:21:39.222387
Average
No
Daily
Apartment
761
30,736
54
Male
1,233
Married
0
High School
null
null
Rural
Comprehensive
1
0
506
5
2021-11-12 15:21:39.172097
Average
Yes
Monthly
Apartment
844
30,737
27
Female
50,835
Divorced
2
High School
Employed
18.486672
Suburban
Comprehensive
null
4
677
8
2020-12-09 15:21:39.091080
Average
No
Daily
Condo
130
30,738
38
Male
11,564
Married
4
Master's
Unemployed
5.928807
Urban
Basic
null
1
632
7
2023-04-14 15:21:39.194829
Average
No
Daily
Apartment
582
30,739
57
Male
null
Divorced
null
Bachelor's
null
17.069979
Urban
Premium
1
5
440
8
2022-12-25 15:21:39.092127
Average
No
Weekly
Apartment
102
30,740
35
Female
25,309
Divorced
1
PhD
null
18.807835
Urban
Premium
1
8
798
4
2020-01-08 15:21:39.134960
Good
Yes
Weekly
House
631
30,741
28
Male
5,139
Divorced
4
Master's
Self-Employed
18.981464
Rural
Premium
0
13
791
7
2022-08-03 15:21:39.080440
Average
No
Daily
Condo
2,154
30,742
41
Male
20,303
Married
2
PhD
Self-Employed
9.73739
Rural
Premium
0
7
532
6
2024-05-06 15:21:39.147735
Average
Yes
Monthly
Condo
2,854
30,743
35
Male
4,972
Single
2
Master's
Employed
47.449628
Suburban
Basic
0
7
463
6
2024-02-18 15:21:39.134960
Good
Yes
Monthly
Apartment
726
30,744
35
Female
20,231
Single
3
Master's
Self-Employed
25.92935
Urban
Premium
null
19
429
2
2022-10-06 15:21:39.224915
Average
Yes
Rarely
Condo
3,068
30,745
30
Female
25,996
Divorced
0
PhD
Employed
30.257836
Urban
Basic
0
3
689
2
2022-10-06 15:21:39.152732
Good
No
Daily
Apartment
500
30,746
49
Male
7,487
Divorced
null
Bachelor's
Self-Employed
3.822233
Suburban
Comprehensive
1
16
443
7
2021-04-17 15:21:39.206847
Good
Yes
Rarely
Condo
1,149
30,747
18
Female
91,353
Divorced
4
Bachelor's
Employed
8.858608
Suburban
Comprehensive
1
13
405
9
2023-09-25 15:21:39.155231
null
Yes
Monthly
Apartment
1,156
30,748
43
Female
24,761
Married
3
High School
Self-Employed
37.226437
Rural
Comprehensive
1
14
562
8
2023-05-12 15:21:39.134960
Good
No
Monthly
Apartment
38
30,749
53
Female
17,471
Single
3
PhD
Employed
22.773884
Rural
Basic
0
19
350
8
2023-06-08 15:21:39.237118
Average
Yes
Monthly
Apartment
437
30,750
48
Female
16,062
Divorced
2
PhD
null
37.919279
Rural
Premium
null
16
828
9
2023-03-01 15:21:39.226954
Average
No
Daily
Apartment
1,547
30,751
43
Female
4,514
Divorced
2
Master's
null
null
Suburban
Premium
null
5
null
3
2022-06-22 15:21:39.190215
Average
No
Daily
Apartment
867
30,752
45
Male
7,230
Single
0
Master's
null
15.80312
Rural
Comprehensive
1
3
517
4
2022-06-01 15:21:39.205850
Poor
Yes
Weekly
Condo
74
30,753
53
Female
10,192
Married
0
PhD
null
28.977453
Suburban
Premium
0
15
576
8
2020-09-15 15:21:39.134960
Good
Yes
Daily
House
1,314
30,754
37
Female
28,280
Divorced
4
Master's
null
27.938352
Urban
Premium
0
18
532
1
2023-11-09 15:21:39.098696
Good
Yes
Monthly
Apartment
1,207
30,755
54
Female
74,986
Married
3
Bachelor's
Unemployed
3.157671
Suburban
Premium
null
13
532
4
2023-11-09 15:21:39.278402
Poor
No
Weekly
Apartment
35
30,756
26
Female
2,071
Divorced
0
High School
Employed
26.938742
Urban
Premium
null
2
541
7
2019-11-09 15:21:39.105504
Average
Yes
Rarely
Apartment
728
30,757
46
Male
3,264
Single
4
PhD
Employed
33.973452
Rural
Basic
0
11
792
2
2019-08-19 15:21:39.168099
Good
No
Monthly
Apartment
567
30,758
25
Female
1,137
Single
4
PhD
null
11.717661
Rural
Basic
0
3
null
3
2022-12-05 15:21:39.271453
Poor
No
Weekly
House
431
30,759
38
Female
108,410
Divorced
2
PhD
Unemployed
28.07404
Suburban
Premium
1
6
522
5
2020-02-06 15:21:39.207847
Average
Yes
Daily
Apartment
36
30,760
57
Male
27,430
Single
3
Master's
Self-Employed
20.865345
Urban
Basic
null
4
566
4
2024-04-04 15:21:39.152732
Average
No
Monthly
Condo
2,402
30,761
50
Male
33,794
Married
2
High School
Employed
11.341171
Rural
Comprehensive
0
13
303
9
2023-12-25 15:21:39.082499
Poor
No
Rarely
Apartment
1,444
30,762
61
Male
12,757
Married
3
Master's
null
25.482966
Urban
Premium
null
2
null
2
2020-05-07 15:21:39.207847
Good
No
Daily
House
2,559
30,763
32
Male
14,073
Married
2
PhD
Self-Employed
null
Rural
Comprehensive
0
4
717
8
2023-10-29 15:21:39.092127
Average
Yes
Daily
House
1,718
30,764
27
Male
3,065
Married
0
Bachelor's
Self-Employed
19.619401
Urban
Basic
0
4
582
7
2023-02-16 15:21:39.254678
Average
No
Daily
Apartment
2,193
30,765
54
Male
5,966
Divorced
2
PhD
Employed
13.722142
Urban
Comprehensive
0
15
761
5
2023-05-21 15:21:39.155231
Average
Yes
Daily
Condo
559
30,766
20
Male
28,276
Single
2
High School
Unemployed
29.1819
Rural
Basic
null
2
731
8
2020-09-06 15:21:39.134960
Average
Yes
Rarely
House
614
30,767
45
Female
60,533
Married
4
PhD
Employed
4.494723
Suburban
Premium
null
10
null
5
2020-04-21 15:21:39.134960
Good
Yes
Weekly
Condo
101
30,768
40
Male
null
Divorced
4
Master's
null
33.527136
Suburban
Comprehensive
null
3
355
2
2021-10-10 15:21:39.201446
Good
Yes
Monthly
Condo
1,078
30,769
48
Male
9,182
Single
2
PhD
null
22.788231
Suburban
Basic
null
10
756
9
2020-11-11 15:21:39.226954
null
No
Monthly
Condo
1,066
30,770
46
Female
18,631
Divorced
0
Bachelor's
null
25.907202
Suburban
Premium
null
6
649
3
2024-05-29 15:21:39.186212
Poor
Yes
Weekly
Condo
308
30,771
61
Female
71,078
Single
1
High School
Employed
null
Urban
Premium
3
11
781
5
2022-08-04 15:21:39.155231
Good
Yes
Rarely
Condo
1,621
30,772
22
Female
10,046
Divorced
1
PhD
Self-Employed
33.898586
Suburban
Basic
0
14
637
4
2021-08-09 15:21:39.155231
Poor
No
Daily
House
185
30,773
53
Male
439
Single
3
High School
Unemployed
14.080131
Urban
Comprehensive
2
17
656
7
2021-07-09 15:21:39.265513
Average
No
Daily
Apartment
2,026
30,774
47
Female
6,819
Divorced
3
Master's
null
null
Urban
Basic
null
3
710
8
2023-10-13 15:21:39.237118
Poor
Yes
Monthly
Apartment
3,138
30,775
64
Female
30,593
Single
0
Master's
null
34.746273
Urban
Comprehensive
null
8
627
2
2023-08-21 15:21:39.143708
Poor
Yes
Daily
Apartment
1,824
30,776
44
Female
14,236
Single
null
Master's
Unemployed
24.053913
Urban
Premium
2
2
406
1
2023-01-30 15:21:39.253660
Poor
Yes
Monthly
Apartment
724
30,777
27
Male
12,353
Married
2
Bachelor's
null
38.7115
Suburban
Basic
0
4
809
7
2019-12-30 15:21:39.288099
Average
Yes
Weekly
Condo
212
30,778
null
Male
30,297
Divorced
0
High School
null
5.994858
Rural
Basic
2
19
674
8
2024-03-22 15:21:39.092127
Good
Yes
Daily
Condo
1,055
30,779
45
Female
null
Married
0
Bachelor's
Self-Employed
14.555981
Urban
Premium
2
14
433
1
2020-01-18 15:21:39.237118
Average
Yes
Monthly
Condo
30
30,780
40
Male
40,753
Divorced
1
PhD
null
22.966504
Suburban
Basic
0
17
589
1
2021-02-27 15:21:39.094752
Average
Yes
Rarely
Condo
795
30,781
31
Male
81,596
Divorced
2
High School
Employed
25.719864
Urban
Basic
0
3
467
6
2023-03-27 15:21:39.237118
Average
No
Rarely
Apartment
2,834
30,782
53
Male
20,783
Single
3
High School
Employed
47.758099
Urban
Comprehensive
null
14
326
3
2019-11-03 15:21:39.270454
Average
Yes
Weekly
Apartment
2,285
30,783
null
Female
89,089
Divorced
4
High School
null
22.327835
Rural
Comprehensive
1
18
616
3
2022-03-07 15:21:39.095696
Good
Yes
Monthly
Condo
221
30,784
32
Male
38,123
Married
2
Bachelor's
Self-Employed
17.990614
Suburban
Premium
2
19
null
8
2019-09-10 15:21:39.134960
Average
No
Monthly
Apartment
718
30,785
56
Male
26,395
Married
3
PhD
Self-Employed
22.990566
Suburban
Basic
0
19
695
6
2023-10-07 15:21:39.288099
Poor
Yes
Daily
Condo
590
30,786
24
Female
51,321
Single
2
Master's
null
46.933932
Rural
Basic
1
17
788
5
2023-06-16 15:21:39.214388
Good
Yes
Weekly
House
47
30,787
26
Female
15,556
Married
1
Master's
null
7.527598
Rural
Basic
0
15
603
6
2021-03-30 15:21:39.132191
Average
Yes
Weekly
Apartment
1,466
30,788
24
Female
40,940
Single
0
Master's
Unemployed
10.164839
Suburban
Comprehensive
1
15
580
5
2022-02-05 15:21:39.288099
Good
No
Monthly
House
866
30,789
28
Female
18,096
Married
3
Bachelor's
null
8.912425
Rural
Basic
1
4
706
9
2021-02-03 15:21:39.274993
Good
Yes
Daily
House
20
30,790
36
Female
29,127
Married
2
PhD
Unemployed
10.796782
Urban
Comprehensive
2
18
653
7
2021-09-11 15:21:39.134960
Good
Yes
Monthly
Condo
511
30,791
60
Female
29,395
Divorced
0
PhD
Unemployed
22.944637
Urban
Basic
null
12
408
8
2020-04-15 15:21:39.265513
Poor
Yes
Rarely
House
1,165
30,792
60
Male
18,077
Single
2
Master's
Unemployed
19.823154
Urban
Basic
1
3
725
4
2023-04-27 15:21:39.261856
Average
No
Monthly
House
646
30,793
26
Female
17,123
Single
1
PhD
Unemployed
27.559926
Suburban
Premium
0
13
646
6
2024-05-29 15:21:39.188220
Poor
No
Weekly
House
38
30,794
19
Female
49
Divorced
null
Bachelor's
Employed
20.24957
Rural
Comprehensive
0
17
733
5
2022-10-30 15:21:39.211806
Poor
No
Weekly
House
3,356
30,795
46
Male
25,482
Single
3
Master's
Employed
47.053922
Suburban
Premium
0
18
409
4
2022-07-08 15:21:39.261856
Good
Yes
Monthly
House
2,551
30,796
36
Male
10,084
Single
0
Master's
Self-Employed
36.875087
Suburban
Premium
1
8
616
9
2020-05-28 15:21:39.120168
Good
Yes
Daily
House
1,143
30,797
50
Male
84,517
Single
1
PhD
Employed
25.098433
Urban
Comprehensive
null
7
327
7
2024-04-02 15:21:39.108562
Good
No
Monthly
House
527
30,798
20
Male
45,936
Divorced
2
Bachelor's
Employed
10.577578
Suburban
Premium
2
7
745
3
2023-02-01 15:21:39.143708
Average
Yes
Weekly
Condo
531
30,799
26
Male
38,290
Single
2
Bachelor's
null
9.954785
Urban
Basic
1
12
707
5
2021-06-28 15:21:39.259788
Average
No
Monthly
House
659