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
28,700
47
Male
11,761
Married
4
High School
Self-Employed
40.824293
Suburban
Comprehensive
null
19
527
5
2022-12-15 15:21:39.208842
Poor
Yes
Weekly
Condo
602
28,701
63
Female
26,203
Divorced
4
Bachelor's
null
9.051144
Urban
Premium
1
7
613
8
2021-09-12 15:21:39.147735
Good
No
Weekly
Apartment
1,233
28,702
20
Male
5,740
Single
4
Bachelor's
null
4.512845
Urban
Premium
1
2
null
5
2021-05-17 15:21:39.256696
Good
No
Daily
House
556
28,703
54
Female
27,193
Married
2
Bachelor's
null
28.202465
Urban
Comprehensive
0
3
649
6
2022-04-30 15:21:39.264504
Good
No
Rarely
House
2,794
28,704
44
Male
4,370
Single
2
PhD
null
52.814444
Urban
Premium
0
3
761
5
2020-10-07 15:21:39.273973
Poor
Yes
Rarely
Condo
1,678
28,705
41
Female
30,676
Married
4
Bachelor's
null
15.926777
Suburban
Basic
null
12
828
2
2019-09-10 15:21:39.191219
Average
No
Weekly
Condo
1,379
28,706
42
Male
50,638
Married
0
Bachelor's
null
23.958328
Suburban
Premium
0
19
566
3
2020-04-03 15:21:39.134960
Poor
Yes
Daily
House
307
28,707
51
Female
5,551
Single
2
High School
Unemployed
17.011181
Rural
Premium
null
9
311
2
2020-03-12 15:21:39.093681
Good
No
Daily
House
476
28,708
41
Male
62,700
Single
0
Bachelor's
null
33.162818
Suburban
Comprehensive
null
9
342
8
2023-10-22 15:21:39.181605
Good
No
Weekly
Condo
2,034
28,709
31
Female
43,899
Divorced
1
PhD
Self-Employed
42.858303
Urban
Premium
null
10
null
8
2020-09-29 15:21:39.120168
Good
No
Rarely
Apartment
790
28,710
64
Male
22,345
Single
3
PhD
null
23.671728
Suburban
Basic
null
9
494
3
2022-05-23 15:21:39.134960
Poor
Yes
Weekly
Condo
1,106
28,711
53
Female
5,839
Divorced
null
PhD
null
27.878791
Suburban
Premium
1
9
778
3
2023-01-10 15:21:39.220389
Good
No
Monthly
House
1,164
28,712
49
Male
45,889
Divorced
1
PhD
Unemployed
33.938777
Rural
Premium
1
10
629
6
2021-05-09 15:21:39.168099
Good
Yes
Monthly
House
23
28,713
27
Female
23,604
null
3
PhD
null
null
Rural
Premium
1
14
552
6
2020-09-13 15:21:39.155231
Poor
No
Monthly
Apartment
1,148
28,714
40
Male
7,091
Married
1
High School
Self-Employed
34.682535
Suburban
Basic
1
16
844
5
2022-09-06 15:21:39.209847
Average
Yes
Daily
Condo
541
28,715
56
Female
34,389
Married
2
High School
Employed
28.639455
Rural
Comprehensive
1
4
null
7
2024-02-28 15:21:39.134960
Average
Yes
Daily
Condo
360
28,716
60
Male
40,510
Divorced
1
High School
Employed
12.776742
Suburban
Basic
1
6
501
7
2024-03-08 15:21:39.237118
Poor
No
Weekly
Apartment
1,401
28,717
58
Male
10,795
Divorced
0
PhD
null
28.815767
Suburban
Comprehensive
1
13
625
7
2022-11-07 15:21:39.087123
Average
Yes
Rarely
Condo
966
28,718
50
Male
36,015
Single
3
High School
null
17.929133
Urban
Basic
1
18
685
2
2020-01-04 15:21:39.116179
Good
Yes
Monthly
Condo
1,872
28,719
57
Male
null
Divorced
3
Bachelor's
Unemployed
32.290625
Suburban
Basic
1
15
785
5
2021-02-08 15:21:39.143708
Good
Yes
Daily
Condo
111
28,720
49
Female
17,074
Single
4
Master's
Employed
24.120788
Rural
Premium
1
7
588
9
2022-01-20 15:21:39.120168
Poor
No
Daily
House
1,719
28,721
30
Female
29,055
Married
1
Bachelor's
Self-Employed
31.24556
Urban
Comprehensive
null
3
null
7
2022-12-29 15:21:39.256696
Poor
No
Monthly
Condo
4,241
28,722
55
Female
381
Single
0
High School
Employed
23.558856
Suburban
Premium
0
6
796
7
2022-06-21 15:21:39.155231
null
No
Rarely
Condo
3,412
28,723
44
Male
5,816
Single
1
Bachelor's
Employed
12.796974
Urban
Comprehensive
null
12
444
4
2021-10-12 15:21:39.207847
Poor
Yes
Daily
Condo
2,167
28,724
64
Male
28,290
Married
3
PhD
null
16.839456
Suburban
Premium
null
7
476
3
2022-10-05 15:21:39.096739
Poor
No
Daily
House
176
28,725
41
Male
20,688
Single
0
Bachelor's
null
31.416021
Urban
Comprehensive
null
7
341
3
2020-09-11 15:21:39.259788
Average
No
Monthly
Condo
1,819
28,726
32
Female
539
Divorced
3
Bachelor's
Employed
14.236443
Urban
Comprehensive
1
2
null
4
2022-10-09 15:21:39.270454
null
No
Rarely
House
49
28,727
53
Male
9,287
Married
4
PhD
null
31.684569
Rural
Basic
1
12
494
4
2023-10-27 15:21:39.250151
Average
No
Rarely
Condo
1,082
28,728
37
Male
18,382
Married
null
Master's
Unemployed
23.366912
Suburban
Comprehensive
1
0
null
7
2022-05-19 15:21:39.155231
Average
No
Rarely
House
1,022
28,729
28
Female
5,873
Single
4
Master's
Self-Employed
20.149544
Suburban
Basic
1
12
590
2
2023-04-09 15:21:39.102694
Poor
No
Weekly
Condo
541
28,730
30
Male
899
Single
3
Master's
null
null
Rural
Basic
null
1
829
9
2023-09-22 15:21:39.151732
Poor
Yes
Daily
Condo
933
28,731
43
Male
46,101
Single
4
High School
Unemployed
42.923743
Rural
Comprehensive
1
5
483
1
2022-10-21 15:21:39.176717
Good
Yes
Rarely
Apartment
1,241
28,732
57
Female
28,895
Single
4
PhD
Employed
18.105914
Rural
Premium
null
15
599
6
2024-03-17 15:21:39.155231
Good
Yes
Daily
House
901
28,733
31
Male
71,297
Married
1
Bachelor's
Self-Employed
14.513919
Suburban
Premium
null
14
628
1
2021-07-20 15:21:39.171102
Average
Yes
Rarely
Apartment
258
28,734
23
Male
52,614
Divorced
0
Master's
Employed
26.932191
Suburban
Premium
2
6
456
3
2024-01-27 15:21:39.149731
Average
No
Weekly
Apartment
110
28,735
36
Female
12,056
Single
2
Bachelor's
Self-Employed
10.904667
Suburban
Premium
1
12
528
6
2020-02-04 15:21:39.134960
Average
Yes
Monthly
Apartment
788
28,736
64
Male
13,322
Single
1
High School
null
27.437865
Suburban
Basic
0
8
364
6
2020-04-29 15:21:39.093681
Poor
No
Rarely
Apartment
35
28,737
28
Male
117,064
Single
2
High School
Unemployed
19.507417
Urban
Premium
null
1
496
5
2022-12-18 15:21:39.165120
Poor
No
Daily
House
2,678
28,738
37
Male
1,135
Married
2
High School
Self-Employed
22.913913
Rural
Basic
0
10
554
5
2024-07-20 15:21:39.155231
Good
No
Weekly
Condo
2,913
28,739
36
Male
14,861
Single
4
Bachelor's
Self-Employed
16.942504
Urban
Basic
0
18
786
9
2021-05-03 15:21:39.237118
Good
Yes
Weekly
Apartment
749
28,740
61
Male
60,165
Divorced
3
High School
Self-Employed
35.917477
Urban
Basic
null
2
417
7
2021-09-23 15:21:39.206847
Average
Yes
Daily
House
631
28,741
39
Male
24,986
Single
2
High School
null
null
Rural
Comprehensive
1
5
null
3
2024-07-18 15:21:39.098696
Poor
No
Monthly
House
2,285
28,742
25
Male
62,539
Divorced
4
PhD
Employed
24.091921
Suburban
Comprehensive
null
11
424
8
2022-02-17 15:21:39.134960
Average
Yes
Monthly
House
718
28,743
41
Male
111,057
Single
3
Master's
null
30.13357
Rural
Comprehensive
null
5
453
2
2020-04-28 15:21:39.151732
Good
No
Daily
Apartment
489
28,744
21
Male
2,492
Divorced
1
High School
Self-Employed
21.502338
Urban
Basic
2
5
674
9
2024-05-17 15:21:39.086123
Average
Yes
Daily
Apartment
487
28,745
59
Male
35,484
Single
2
High School
null
12.756908
Suburban
Basic
null
0
null
4
2023-04-28 15:21:39.084065
Good
Yes
Weekly
House
744
28,746
51
Male
51,435
Married
4
Bachelor's
null
29.813016
Suburban
Basic
2
0
623
1
2022-04-10 15:21:39.147735
Good
No
Daily
House
2,128
28,747
29
Female
45,907
Single
0
Master's
Self-Employed
8.019002
Urban
Comprehensive
null
15
null
4
2021-08-14 15:21:39.181605
Average
Yes
Weekly
Condo
111
28,748
54
Male
2,957
Divorced
2
PhD
Employed
49.004743
Suburban
Basic
2
17
665
6
2020-05-12 15:21:39.285112
Average
No
Daily
House
1,239
28,749
33
Male
20,739
Divorced
1
High School
Self-Employed
29.739464
Urban
Comprehensive
1
17
479
4
2020-11-02 15:21:39.155231
Average
Yes
Monthly
House
791
28,750
42
Male
38,229
Single
2
Bachelor's
null
11.694049
Urban
Comprehensive
null
19
554
1
2020-09-20 15:21:39.134960
Poor
No
Rarely
House
769
28,751
61
Male
6,960
Single
4
High School
Employed
28.441968
Urban
Basic
3
2
481
1
2023-12-22 15:21:39.151732
Poor
Yes
Rarely
House
1,517
28,752
53
Female
107,519
Single
0
High School
null
51.929127
Rural
Comprehensive
2
9
753
5
2019-11-06 15:21:39.134960
Good
No
Weekly
Apartment
482
28,753
26
Female
23,755
Single
null
Bachelor's
null
21.547221
Suburban
Basic
0
0
650
6
2022-10-01 15:21:39.111551
Good
No
Weekly
Condo
651
28,754
29
Female
27,305
Single
3
PhD
null
15.464434
Suburban
Basic
1
11
848
6
2019-11-18 15:21:39.134960
Good
Yes
Rarely
House
1,646
28,755
22
Female
3,534
Married
4
Master's
Unemployed
44.154436
Suburban
Basic
2
6
746
4
2020-10-05 15:21:39.271453
Good
No
Weekly
Condo
753
28,756
32
Female
105,488
Married
1
Master's
Self-Employed
16.766164
Rural
Basic
0
17
734
3
2019-09-06 15:21:39.134960
Poor
Yes
Monthly
Apartment
2,390
28,757
64
Female
72,150
Single
0
High School
Unemployed
5.685873
Suburban
Comprehensive
1
10
418
9
2023-04-25 15:21:39.087123
Poor
Yes
Rarely
Apartment
1,806
28,758
38
Female
3,426
Married
2
High School
Unemployed
7.783005
Urban
Premium
4
18
642
4
2023-08-10 15:21:39.189223
Poor
No
Monthly
House
1,273
28,759
37
Male
111,020
null
0
High School
Self-Employed
32.151646
Rural
Comprehensive
2
8
null
6
2022-06-27 15:21:39.145732
Average
No
Daily
Condo
1,257
28,760
38
Female
959
Divorced
0
Bachelor's
Employed
33.992813
Suburban
Basic
2
18
576
2
2019-12-07 15:21:39.155231
Poor
No
Monthly
Condo
1,187
28,761
60
Female
20,982
Married
null
PhD
Employed
16.923504
Urban
Comprehensive
0
19
764
8
2024-04-22 15:21:39.098696
Good
Yes
Monthly
Condo
602
28,762
18
Male
10,750
Married
0
PhD
Self-Employed
20.850054
Rural
Comprehensive
0
10
null
2
2019-12-18 15:21:39.094752
Poor
No
Rarely
Apartment
214
28,763
33
Female
2,089
Single
2
Bachelor's
Employed
null
Urban
Premium
null
18
751
6
2021-03-18 15:21:39.126661
Good
Yes
Daily
Apartment
627
28,764
38
Female
54,861
Divorced
3
PhD
Unemployed
6.576622
Rural
Comprehensive
null
19
484
7
2022-09-26 15:21:39.257696
Good
Yes
Monthly
Condo
2,782
28,765
44
Male
39,746
Divorced
3
Bachelor's
Self-Employed
23.07957
Suburban
Comprehensive
0
3
521
7
2020-06-08 15:21:39.126661
Poor
No
Rarely
House
1,127
28,766
54
Male
66,470
Single
3
High School
Unemployed
6.993094
Urban
Premium
3
4
462
1
2020-09-15 15:21:39.134960
Good
No
Monthly
House
627
28,767
52
Female
2,390
Married
1
PhD
Self-Employed
42.288067
Urban
Premium
3
5
804
4
2021-07-25 15:21:39.251142
Poor
No
Monthly
Apartment
1,540
28,768
36
Male
65,758
Single
2
PhD
Unemployed
19.068688
Urban
Premium
2
6
380
4
2023-02-14 15:21:39.087123
Good
Yes
Weekly
Apartment
290
28,769
60
Female
null
Single
0
Bachelor's
Employed
10.747717
Rural
Comprehensive
1
10
385
1
2020-11-18 15:21:39.146733
Good
No
Monthly
Condo
616
28,770
22
Female
2,724
Divorced
3
Master's
Self-Employed
41.744278
Rural
Comprehensive
1
1
381
1
2023-10-19 15:21:39.154008
Average
Yes
Weekly
House
2,135
28,771
22
Male
7,722
Single
0
Master's
null
7.923171
Urban
Premium
null
17
765
3
2019-09-16 15:21:39.237118
Average
No
Weekly
Condo
1,602
28,772
35
Male
142,438
Married
1
Master's
Employed
29.177468
Suburban
Premium
0
6
420
9
2023-06-22 15:21:39.122134
Poor
No
Daily
Condo
3,084
28,773
58
Female
39,640
Married
4
PhD
Employed
31.945754
Suburban
Premium
null
7
null
6
2020-04-25 15:21:39.169102
Good
No
Rarely
House
396
28,774
31
Male
2,494
Single
2
PhD
Self-Employed
49.095769
Suburban
Premium
1
2
848
6
2021-06-17 15:21:39.185215
Good
Yes
Monthly
Apartment
1,864
28,775
38
Female
21,065
Single
4
Master's
Self-Employed
47.162961
Urban
Comprehensive
1
8
481
8
2023-06-14 15:21:39.124659
Good
Yes
Weekly
House
570
28,776
39
Male
131,448
Divorced
3
Bachelor's
null
null
Suburban
Comprehensive
0
5
807
9
2020-08-08 15:21:39.237118
Good
Yes
Daily
Condo
150
28,777
43
Female
34,240
Divorced
2
Master's
Employed
37.928673
Suburban
Premium
1
12
null
3
2020-06-04 15:21:39.092127
Poor
Yes
Daily
House
533
28,778
56
Male
79,866
Divorced
2
Bachelor's
Unemployed
30.918963
Urban
Comprehensive
null
7
791
9
2020-11-06 15:21:39.226954
Poor
No
Daily
Apartment
292
28,779
41
Male
35,781
Married
3
PhD
Unemployed
32.836607
Suburban
Comprehensive
null
2
477
2
2021-11-25 15:21:39.170099
Good
Yes
Daily
Apartment
917
28,780
58
Female
33,114
Married
2
High School
null
26.637649
Urban
Comprehensive
null
3
605
9
2023-11-15 15:21:39.288099
null
No
Monthly
House
371
28,781
20
Male
4,534
Single
1
Bachelor's
null
22.793545
Urban
Comprehensive
1
18
823
4
2020-07-10 15:21:39.179186
null
No
Weekly
Condo
3,169
28,782
56
Female
17,087
Divorced
3
Bachelor's
null
20.055839
Urban
Premium
0
18
644
2
2022-02-17 15:21:39.225916
Good
Yes
Weekly
Apartment
1,672
28,783
52
Male
16,984
Single
0
PhD
null
51.966571
Suburban
Premium
0
6
759
7
2024-06-18 15:21:39.134960
Good
No
Monthly
House
2,489
28,784
27
Female
24,237
Divorced
null
Bachelor's
Self-Employed
15.077656
Suburban
Basic
0
6
668
1
2022-02-18 15:21:39.267454
Poor
Yes
Rarely
Apartment
1,694
28,785
34
Male
15,459
Single
3
PhD
Self-Employed
34.749891
Rural
Basic
0
4
446
1
2023-08-10 15:21:39.263607
Average
Yes
Daily
Condo
626
28,786
46
Female
109,565
Single
2
High School
Employed
37.478633
Urban
Comprehensive
0
19
338
7
2023-10-29 15:21:39.083497
Average
No
Weekly
House
1,284
28,787
49
Female
84,088
Divorced
3
Bachelor's
Self-Employed
50.191434
Suburban
Comprehensive
1
18
704
5
2020-05-02 15:21:39.149731
Poor
No
Rarely
Apartment
2,155
28,788
41
Female
27,311
Single
3
Master's
Employed
33.008469
Urban
Comprehensive
2
1
752
2
2019-11-29 15:21:39.226954
null
No
Weekly
Apartment
552
28,789
20
Male
null
Divorced
2
PhD
null
18.908571
Rural
Premium
null
5
365
2
2022-08-01 15:21:39.285112
Poor
No
Rarely
Apartment
1,753
28,790
44
Female
23,593
Divorced
4
High School
Self-Employed
null
Suburban
Comprehensive
null
11
793
3
2022-02-09 15:21:39.202448
Average
Yes
Monthly
House
2,824
28,791
35
Female
16,042
Single
1
Master's
Employed
19.510859
Urban
Comprehensive
null
2
512
8
2021-06-20 15:21:39.237118
Poor
Yes
Weekly
House
1,497
28,792
37
Male
2,482
Divorced
null
Master's
Employed
26.06689
Urban
Comprehensive
1
18
453
3
2020-01-10 15:21:39.250151
Average
Yes
Daily
Apartment
2,120
28,793
63
Male
926
Married
0
Master's
null
6.723542
Urban
Premium
2
8
558
5
2020-11-06 15:21:39.126661
Average
Yes
Weekly
Apartment
928
28,794
58
Male
12,420
Single
1
Bachelor's
Employed
21.3367
Suburban
Basic
null
4
528
7
2023-06-03 15:21:39.172097
Good
No
Rarely
Apartment
1,069
28,795
60
Female
35,135
Single
3
High School
Unemployed
12.291176
Urban
Premium
null
13
567
2
2021-06-10 15:21:39.134960
Good
Yes
Monthly
Apartment
539
28,796
62
Female
27,010
Married
4
PhD
null
37.980142
Urban
Premium
null
7
null
2
2022-07-10 15:21:39.290098
Good
No
Daily
House
175
28,797
53
Male
17,203
Divorced
0
PhD
null
32.728439
Suburban
Premium
0
19
542
4
2022-04-06 15:21:39.102694
Good
No
Weekly
House
3,253
28,798
21
Male
17,072
Single
0
Bachelor's
Unemployed
5.946361
Rural
Basic
2
13
742
2
2024-07-25 15:21:39.226954
Average
No
Daily
Apartment
1,281
28,799
44
Female
30,995
Divorced
3
Bachelor's
Unemployed
11.7048
Suburban
Premium
null
12
832
8
2023-04-08 15:21:39.134960
Average
Yes
Weekly
House
622