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
32,700
19
Male
18,005
Single
1
High School
null
37.167897
Suburban
Premium
1
12
657
4
2020-11-14 15:21:39.207847
Average
Yes
Monthly
House
171
32,701
19
Male
81,773
Married
4
High School
null
40.367345
Urban
Comprehensive
null
5
554
1
2023-10-16 15:21:39.088124
Poor
Yes
Monthly
Apartment
196
32,702
55
Female
53,426
Divorced
2
Master's
Employed
12.553162
Urban
Premium
0
16
414
9
2023-07-11 15:21:39.134960
Good
Yes
Daily
Apartment
1,204
32,703
49
Male
21,515
Divorced
2
Master's
Self-Employed
26.037001
Suburban
Basic
null
17
569
9
2021-08-24 15:21:39.269494
Good
No
Monthly
Condo
362
32,704
27
Male
58,958
Divorced
2
Master's
Employed
30.834953
Urban
Premium
null
0
767
7
2023-05-29 15:21:39.134960
Good
Yes
Weekly
House
141
32,705
51
Male
1,175
Single
2
Master's
null
22.621503
Rural
Premium
3
12
542
2
2021-08-10 15:21:39.206847
Good
Yes
Daily
Apartment
42
32,706
44
Female
492
Single
4
Master's
Employed
6.680069
Rural
Premium
2
1
722
6
2021-08-18 15:21:39.287115
Good
Yes
Monthly
Condo
645
32,707
46
Male
149,822
Single
0
Bachelor's
null
32.056572
Rural
Premium
1
1
502
2
2021-04-06 15:21:39.134960
Good
No
Monthly
House
101
32,708
23
Female
901
Single
4
High School
Unemployed
48.3635
Urban
Premium
2
0
722
6
2022-10-16 15:21:39.134960
Good
Yes
Daily
House
745
32,709
43
Female
149,521
Married
null
PhD
Employed
5.782698
Urban
Comprehensive
2
8
571
3
2024-07-26 15:21:39.134960
Good
No
Weekly
Condo
3,842
32,710
43
Female
70,699
Divorced
3
Master's
null
45.354435
Urban
Premium
3
2
554
9
2019-09-22 15:21:39.155231
Poor
No
Daily
Apartment
454
32,711
23
Male
39,722
Divorced
2
Bachelor's
Self-Employed
12.619441
Rural
Comprehensive
2
10
703
6
2022-12-13 15:21:39.226954
Average
Yes
Rarely
House
951
32,712
48
Male
137,928
Single
4
Master's
Employed
18.606715
Suburban
Comprehensive
null
8
828
8
2021-06-09 15:21:39.285112
null
Yes
Monthly
Apartment
38
32,713
55
Male
43,517
Married
2
Master's
Unemployed
12.724633
Suburban
Basic
1
2
577
4
2020-07-27 15:21:39.205850
Good
Yes
Monthly
House
228
32,714
43
Male
38,229
Married
4
Bachelor's
Employed
36.75457
Rural
Premium
0
18
751
3
2024-07-30 15:21:39.185215
Good
Yes
Daily
House
24
32,715
26
Male
35,192
Divorced
2
Bachelor's
null
32.57754
Urban
Comprehensive
null
7
522
4
2021-11-29 15:21:39.134960
Poor
No
Monthly
Condo
859
32,716
50
Male
3,565
Divorced
0
High School
Unemployed
26.945502
Suburban
Premium
0
8
579
6
2021-01-16 15:21:39.177724
Average
Yes
Monthly
House
2,369
32,717
32
Male
213
Married
3
PhD
Unemployed
41.917229
Urban
Basic
1
8
492
4
2023-02-22 15:21:39.207847
Average
No
Daily
House
2,508
32,718
45
Female
16,482
Divorced
4
PhD
Employed
28.209301
Suburban
Basic
0
10
null
3
2022-10-19 15:21:39.173834
Average
Yes
Monthly
Apartment
3,460
32,719
56
Male
16,891
Single
4
High School
Self-Employed
14.028548
Urban
Basic
1
13
407
3
2022-03-19 15:21:39.134960
Average
No
Monthly
Apartment
25
32,720
42
Male
42,290
Divorced
0
Master's
Unemployed
13.956258
Rural
Basic
1
4
513
4
2022-03-16 15:21:39.155231
Poor
No
Rarely
Apartment
667
32,721
52
Female
46,450
Married
4
PhD
Self-Employed
45.391343
Suburban
Basic
2
10
403
5
2020-11-08 15:21:39.134960
Poor
Yes
Weekly
House
23
32,722
46
Male
55,470
null
3
Bachelor's
Self-Employed
28.305029
Suburban
Comprehensive
null
18
758
1
2019-11-15 15:21:39.194829
Poor
Yes
Daily
Apartment
581
32,723
59
Female
2,359
Married
2
PhD
Unemployed
10.635906
Suburban
Comprehensive
2
13
null
3
2020-03-02 15:21:39.176717
Poor
No
Weekly
Condo
3,132
32,724
49
Female
23,595
Married
3
Bachelor's
Unemployed
null
Urban
Premium
0
8
691
7
2021-04-22 15:21:39.134960
Average
Yes
Weekly
House
834
32,725
20
Female
11,933
Married
2
Master's
Self-Employed
41.281078
Suburban
Comprehensive
2
10
523
9
2024-07-03 15:21:39.095696
Good
Yes
Daily
Apartment
1,832
32,726
32
Male
22,753
Divorced
2
High School
null
21.643431
Urban
Comprehensive
0
0
704
7
2020-06-22 15:21:39.267454
Poor
Yes
Rarely
House
1,033
32,727
36
Male
147,906
Single
3
High School
Unemployed
20.582531
Urban
Premium
0
1
622
8
2019-11-08 15:21:39.109552
Average
No
Rarely
House
2,357
32,728
62
Female
9,146
Divorced
2
Master's
null
12.959338
Rural
Premium
0
9
433
5
2024-04-29 15:21:39.186212
Poor
No
Daily
Apartment
1,518
32,729
28
Male
547
Married
4
Master's
Unemployed
null
Suburban
Basic
null
18
591
6
2021-02-06 15:21:39.134960
Average
No
Monthly
House
538
32,730
30
Male
30,442
Divorced
2
PhD
null
25.534454
Suburban
Basic
0
5
538
4
2019-09-02 15:21:39.237118
Average
Yes
Monthly
House
661
32,731
28
Male
34,245
Single
0
Master's
null
43.087526
Rural
Comprehensive
null
6
null
6
2023-12-03 15:21:39.177724
Average
Yes
Weekly
Condo
119
32,732
48
Male
1,468
Married
1
Master's
Self-Employed
null
Rural
Premium
0
4
572
6
2024-07-23 15:21:39.176717
Average
No
Monthly
Condo
25
32,733
19
Female
12,881
Single
2
PhD
null
33.717594
Urban
Basic
1
15
779
3
2023-11-11 15:21:39.202448
Good
Yes
Rarely
House
886
32,734
64
Female
6,912
Married
3
High School
Unemployed
44.922747
Suburban
Premium
1
12
null
2
2024-02-17 15:21:39.276901
Average
Yes
Weekly
House
1,130
32,735
48
Female
89,393
Divorced
1
High School
Unemployed
7.03831
Suburban
Basic
0
12
338
6
2023-06-04 15:21:39.228521
Average
Yes
Rarely
Apartment
1,551
32,736
64
Male
30,892
Married
2
High School
Employed
38.922331
Urban
Basic
null
12
756
1
2019-11-30 15:21:39.237118
Average
Yes
Weekly
House
1,354
32,737
28
Male
null
Divorced
2
Master's
null
5.602708
Suburban
Basic
null
16
716
2
2020-04-02 15:21:39.155231
Average
Yes
Weekly
Apartment
119
32,738
44
Female
24,111
Married
0
Bachelor's
Employed
32.839875
Suburban
Basic
0
16
null
8
2022-03-08 15:21:39.210805
Average
Yes
Weekly
House
729
32,739
34
Female
717
Divorced
1
PhD
Self-Employed
7.5643
Rural
Premium
1
3
797
9
2020-06-04 15:21:39.151732
Poor
No
Weekly
Condo
2,176
32,740
37
Female
1,151
Divorced
1
High School
Unemployed
22.527221
Suburban
Comprehensive
0
11
441
7
2023-02-15 15:21:39.155231
Good
Yes
Monthly
Condo
519
32,741
24
Female
18,767
Divorced
4
High School
Self-Employed
38.184012
Urban
Comprehensive
1
8
307
2
2022-01-29 15:21:39.143708
Average
No
Rarely
Apartment
1,266
32,742
58
Female
64,443
Single
0
Bachelor's
Self-Employed
44.014292
Rural
Basic
null
0
510
3
2023-06-16 15:21:39.155231
Average
Yes
Daily
Apartment
136
32,743
39
Female
60,582
Married
3
Bachelor's
Employed
40.056618
Rural
Basic
null
2
638
4
2021-03-21 15:21:39.237118
Good
Yes
Daily
Condo
214
32,744
24
Male
24,761
Single
1
High School
Self-Employed
29.390842
Suburban
Basic
null
16
602
7
2022-01-02 15:21:39.215386
Average
Yes
Daily
House
906
32,745
34
Female
25,984
Single
null
Master's
Self-Employed
41.919064
Urban
Comprehensive
2
15
null
7
2023-07-31 15:21:39.134960
Poor
Yes
Daily
Apartment
2,852
32,746
50
Female
36,557
Single
null
High School
null
18.934895
Rural
Premium
1
12
629
9
2022-05-21 15:21:39.276901
Poor
No
Monthly
Apartment
1,029
32,747
46
Female
5,983
Single
4
Master's
Self-Employed
43.26392
Urban
Premium
1
10
null
7
2021-01-31 15:21:39.210805
Average
Yes
Weekly
Apartment
179
32,748
37
Male
18,063
Single
1
PhD
null
8.273515
Urban
Comprehensive
1
11
708
6
2022-02-05 15:21:39.207847
Average
No
Daily
Condo
1,543
32,749
53
Male
39,155
Single
2
PhD
Self-Employed
null
Rural
Premium
null
12
825
2
2019-11-15 15:21:39.271453
Poor
No
Rarely
Apartment
558
32,750
18
Female
10,655
Single
0
PhD
Employed
17.00779
Suburban
Premium
2
14
492
6
2020-09-13 15:21:39.155231
Poor
Yes
Rarely
Apartment
492
32,751
57
Male
24,937
null
1
Master's
Self-Employed
42.221103
Urban
Basic
null
12
602
3
2022-04-04 15:21:39.216387
Good
Yes
Monthly
Condo
430
32,752
33
Male
45,569
Divorced
4
Bachelor's
null
13.979056
Urban
Basic
0
5
731
4
2023-10-26 15:21:39.237118
Poor
Yes
Weekly
Condo
1,235
32,753
55
Male
4,711
Married
3
Master's
Self-Employed
22.08655
Suburban
Basic
2
1
659
7
2021-05-09 15:21:39.280784
Good
No
Monthly
Condo
2,445
32,754
44
Male
34,960
Single
3
Bachelor's
null
16.913296
Urban
Basic
1
13
504
8
2020-06-17 15:21:39.232526
Good
Yes
Monthly
Condo
1,279
32,755
48
Female
35,244
Married
4
Bachelor's
null
35.270956
Rural
Comprehensive
0
18
743
8
2023-02-06 15:21:39.155231
Poor
No
Daily
Condo
1,422
32,756
47
Male
74,061
Single
0
Master's
null
25.01098
Rural
Basic
1
3
657
3
2019-10-25 15:21:39.247098
null
Yes
Weekly
Condo
38
32,757
26
Female
21,859
Married
2
Master's
Unemployed
26.981168
Rural
Basic
2
13
392
9
2023-01-12 15:21:39.146733
Average
Yes
Daily
House
2,194
32,758
18
Female
82,546
Married
4
High School
null
36.869215
Urban
Comprehensive
1
16
438
4
2022-11-07 15:21:39.147735
Poor
Yes
Daily
Condo
1,766
32,759
55
Female
94,025
Single
4
Bachelor's
Self-Employed
38.858799
Suburban
Comprehensive
3
2
null
5
2024-05-18 15:21:39.285112
Good
Yes
Daily
Apartment
1,874
32,760
47
Female
24,742
null
3
Master's
Self-Employed
15.161897
Urban
Basic
1
3
563
4
2023-08-31 15:21:39.164044
Average
No
Daily
House
159
32,761
33
Male
44,901
Divorced
4
Master's
Unemployed
45.282652
Rural
Basic
3
7
602
7
2022-06-23 15:21:39.134960
Good
Yes
Daily
House
1,068
32,762
63
Male
123,481
Single
2
Bachelor's
null
21.722751
Rural
Basic
3
11
438
3
2021-10-28 15:21:39.168099
Average
No
Monthly
Apartment
759
32,763
20
Male
null
Divorced
4
Master's
Unemployed
24.091719
Urban
Premium
1
12
393
5
2020-06-12 15:21:39.130190
Poor
Yes
Rarely
Condo
1,350
32,764
62
Female
9,051
Married
3
PhD
Unemployed
40.923804
Urban
Comprehensive
1
3
null
3
2021-11-28 15:21:39.155231
Poor
Yes
Daily
House
573
32,765
44
Male
678
Married
2
Master's
null
13.959268
Rural
Comprehensive
1
1
684
1
2021-12-21 15:21:39.208842
null
No
Daily
House
695
32,766
54
Female
null
Single
4
Bachelor's
Employed
43.223215
Urban
Basic
0
0
426
5
2022-08-03 15:21:39.189223
Average
No
Daily
Apartment
271
32,767
59
Female
18,079
Married
0
Bachelor's
null
43.865392
Suburban
Basic
0
10
581
2
2023-07-07 15:21:39.209847
Average
Yes
Rarely
Condo
1,062
32,768
23
Female
43,891
Married
0
PhD
null
10.253068
Urban
Premium
null
8
511
8
2021-10-02 15:21:39.237118
Good
No
Daily
House
531
32,769
37
Female
59,079
Single
2
Master's
null
17.84626
Urban
Basic
null
10
null
1
2020-05-03 15:21:39.207847
Poor
Yes
Monthly
Apartment
302
32,770
59
Male
91,059
Single
0
High School
null
22.881886
Rural
Premium
null
2
328
1
2019-09-26 15:21:39.112553
Poor
Yes
Rarely
House
817
32,771
51
Male
3,638
Married
1
PhD
Employed
7.263948
Rural
Comprehensive
0
1
342
4
2024-02-12 15:21:39.155231
Poor
No
Rarely
Apartment
492
32,772
62
Male
10,178
Divorced
3
Bachelor's
Employed
null
Urban
Basic
1
17
796
9
2023-12-15 15:21:39.237118
Average
Yes
Daily
Condo
1,687
32,773
58
Male
58,392
Married
0
PhD
Unemployed
24.928458
Urban
Premium
null
0
368
5
2023-12-18 15:21:39.155231
Poor
Yes
Daily
Apartment
570
32,774
50
Male
24,298
Divorced
null
Bachelor's
null
15.84934
Urban
Basic
null
8
531
9
2021-09-11 15:21:39.256696
Average
No
Monthly
House
1,344
32,775
54
Female
25,604
Married
0
High School
null
34.165028
Suburban
Premium
null
18
383
6
2023-02-04 15:21:39.259788
Good
Yes
Daily
House
487
32,776
62
Female
4,813
Divorced
null
Bachelor's
Employed
38.279413
Urban
Comprehensive
2
9
691
9
2023-01-02 15:21:39.122134
Poor
No
Daily
Condo
100
32,777
null
Female
70,894
Divorced
3
PhD
Unemployed
45.356499
Rural
Comprehensive
3
1
363
2
2021-06-10 15:21:39.233485
Poor
No
Monthly
Apartment
748
32,778
38
Female
55,923
Married
4
PhD
null
33.361913
Rural
Comprehensive
2
11
722
7
2024-06-01 15:21:39.145732
Poor
No
Daily
Condo
2,917
32,779
33
Male
1,904
Single
0
High School
null
24.759632
Rural
Premium
null
4
543
3
2023-02-12 15:21:39.126661
Average
Yes
Rarely
Condo
1,904
32,780
28
Female
7,925
Divorced
3
PhD
Self-Employed
21.636732
Urban
Basic
0
16
null
5
2023-02-18 15:21:39.290098
Good
No
Rarely
Apartment
1,090
32,781
29
Female
4,901
Divorced
3
High School
Unemployed
18.180146
Rural
Premium
1
17
328
5
2019-11-06 15:21:39.148733
Poor
Yes
Weekly
Apartment
1,732
32,782
33
Male
8,096
Single
4
PhD
Employed
42.42018
Rural
Basic
1
18
707
2
2020-01-23 15:21:39.155231
Poor
No
Monthly
Apartment
930
32,783
39
Female
1,430
Single
null
Master's
Unemployed
22.858291
Urban
Comprehensive
2
17
616
7
2021-03-16 15:21:39.256696
Poor
Yes
Monthly
Apartment
1,631
32,784
28
Male
2,532
Married
3
High School
null
18.520137
Rural
Basic
2
5
746
1
2022-03-09 15:21:39.143708
Average
Yes
Daily
Condo
1,340
32,785
23
Female
12,056
Single
3
High School
null
16.955302
Suburban
Basic
1
12
731
2
2023-03-09 15:21:39.080440
Poor
No
Monthly
Apartment
1,283
32,786
63
Male
39,739
Single
1
High School
null
11.16597
Rural
Premium
null
15
781
8
2023-03-10 15:21:39.265513
Average
Yes
Weekly
Apartment
1,350
32,787
59
Female
28,963
Divorced
null
High School
Unemployed
41.769354
Urban
Basic
0
5
673
3
2023-08-09 15:21:39.185215
Average
Yes
Rarely
Condo
1,170
32,788
40
Female
46,496
Single
0
Bachelor's
Unemployed
43.868227
Suburban
Comprehensive
null
7
365
9
2022-09-10 15:21:39.231531
Good
No
Monthly
Apartment
3,521
32,789
42
Female
16,058
Divorced
1
PhD
Self-Employed
11.494797
Urban
Premium
0
8
711
8
2023-06-14 15:21:39.114118
Poor
No
Monthly
House
2,162
32,790
36
Female
26,667
Married
1
Master's
Self-Employed
8.582767
Urban
Premium
0
9
609
2
2021-04-10 15:21:39.274993
Poor
No
Weekly
Apartment
559
32,791
25
Male
62,346
Divorced
1
Bachelor's
Employed
11.068409
Urban
Basic
null
8
467
6
2020-05-22 15:21:39.145732
Good
Yes
Monthly
Apartment
197
32,792
41
Female
125,076
Married
4
High School
Employed
16.990776
Suburban
Basic
1
6
442
9
2024-06-25 15:21:39.134960
Average
Yes
Weekly
House
795
32,793
23
Male
26,754
Divorced
null
High School
Self-Employed
28.837987
Rural
Premium
0
14
732
7
2020-12-24 15:21:39.090124
Average
Yes
Monthly
Condo
554
32,794
45
Female
539
Single
1
Bachelor's
Unemployed
23.859609
Urban
Comprehensive
null
11
674
2
2022-10-02 15:21:39.248098
Average
Yes
Monthly
Apartment
431
32,795
56
Female
45,926
Divorced
1
PhD
Self-Employed
24.579718
Rural
Premium
null
4
782
9
2022-01-27 15:21:39.134960
Average
No
Weekly
Condo
1,324
32,796
19
Male
6,964
Single
3
Bachelor's
null
23.156698
Urban
Comprehensive
null
12
625
5
2022-05-18 15:21:39.134960
Good
Yes
Rarely
House
1,031
32,797
33
Male
17,883
Divorced
4
Master's
Employed
25.483594
Urban
Basic
null
3
441
1
2024-04-19 15:21:39.263607
Average
Yes
Weekly
House
49
32,798
21
Female
138,848
Single
4
Bachelor's
Self-Employed
8.284433
Urban
Premium
null
17
425
1
2023-02-11 15:21:39.237118
Good
Yes
Daily
Apartment
1,482
32,799
41
Male
24,706
Single
2
PhD
null
9.47133
Urban
Basic
0
6
817
8
2021-09-15 15:21:39.208842
Good
No
Weekly
Apartment
492