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
27,700
52
Female
28,408
Married
1
PhD
Self-Employed
12.277084
Suburban
Comprehensive
0
2
437
9
2023-06-15 15:21:39.094752
Average
Yes
Weekly
House
596
27,701
58
Female
81,570
Single
3
PhD
null
null
Rural
Comprehensive
1
8
812
6
2022-08-28 15:21:39.080440
Good
Yes
Rarely
Apartment
2,457
27,702
29
Male
13,982
Single
0
High School
null
26.694975
Rural
Comprehensive
1
14
615
4
2022-01-20 15:21:39.155231
Average
Yes
Monthly
Apartment
708
27,703
56
Female
25,264
Divorced
2
Bachelor's
Self-Employed
6.836882
Rural
Comprehensive
null
16
575
6
2022-02-07 15:21:39.091080
Good
No
Rarely
Apartment
1,226
27,704
49
Female
17,745
Single
3
Bachelor's
null
47.932808
Suburban
Comprehensive
null
9
562
2
2022-02-02 15:21:39.155231
Good
Yes
Weekly
Condo
3,734
27,705
64
Male
86,560
Single
3
High School
Unemployed
38.077971
Urban
Comprehensive
2
12
396
1
2020-06-10 15:21:39.214388
Average
No
Weekly
Condo
3,286
27,706
59
Female
20,230
Single
4
PhD
Self-Employed
25.792767
Suburban
Basic
1
19
474
2
2023-04-02 15:21:39.205850
null
No
Daily
Condo
581
27,707
56
Male
92,846
Divorced
0
Master's
Unemployed
34.937668
Suburban
Comprehensive
null
12
312
7
2021-09-20 15:21:39.209847
Average
No
Daily
Condo
1,365
27,708
30
Male
12,984
Divorced
0
High School
Unemployed
30.869775
Rural
Premium
1
6
824
6
2020-06-02 15:21:39.192212
Poor
Yes
Monthly
Condo
627
27,709
34
Female
46,898
Single
1
Bachelor's
Employed
40.868458
Urban
Premium
null
2
675
2
2019-12-12 15:21:39.134960
Average
No
Weekly
House
40
27,710
57
Female
49,091
Married
null
Bachelor's
Unemployed
19.293805
Rural
Premium
2
5
348
4
2021-09-11 15:21:39.080440
Average
No
Rarely
Condo
605
27,711
27
Female
20,672
Divorced
null
Bachelor's
Employed
29.935405
Urban
Premium
1
19
null
7
2019-10-19 15:21:39.155231
Average
No
Weekly
House
1,107
27,712
41
Male
17,117
Married
null
PhD
Self-Employed
23.29449
Suburban
Premium
1
1
832
1
2024-06-21 15:21:39.256696
Poor
No
Daily
Apartment
617
27,713
55
Female
22,211
Married
4
Bachelor's
null
3.001821
Suburban
Basic
null
1
718
4
2022-01-07 15:21:39.148733
Good
No
Monthly
Apartment
1,258
27,714
62
Female
106,914
Single
4
PhD
null
12.937176
Urban
Basic
0
18
382
2
2024-03-05 15:21:39.171102
Good
No
Daily
Apartment
1,799
27,715
60
Female
44,659
Divorced
4
Bachelor's
Unemployed
33.839106
Suburban
Basic
1
14
null
3
2021-08-26 15:21:39.237118
Poor
Yes
Rarely
House
921
27,716
31
Female
5,037
Divorced
1
PhD
Self-Employed
null
Urban
Comprehensive
1
8
780
5
2023-11-06 15:21:39.246098
Good
No
Rarely
House
2,195
27,717
51
Male
43,199
Single
null
Master's
Unemployed
11.817257
Suburban
Premium
0
3
450
4
2019-10-17 15:21:39.204790
Average
Yes
Monthly
House
242
27,718
36
Male
12,881
Single
1
High School
Employed
null
Rural
Basic
0
14
null
2
2020-03-28 15:21:39.134960
Good
No
Monthly
Condo
453
27,719
44
Male
71,488
Married
4
Master's
Unemployed
34.051339
Urban
Basic
null
6
811
7
2023-12-09 15:21:39.265513
null
No
Daily
Apartment
2,788
27,720
50
Female
17,861
Single
null
PhD
null
50.05127
Urban
Comprehensive
1
16
590
2
2020-06-15 15:21:39.134960
Average
No
Monthly
Condo
473
27,721
22
Female
null
Divorced
1
PhD
Employed
12.039706
Rural
Comprehensive
1
19
405
1
2023-04-21 15:21:39.173834
Poor
No
Rarely
Apartment
290
27,722
38
Male
17,891
Divorced
0
High School
Self-Employed
38.918003
Suburban
Premium
1
12
491
1
2020-09-01 15:21:39.132191
Good
No
Weekly
Apartment
966
27,723
40
Female
17,797
Single
1
High School
Unemployed
39.273701
Urban
Basic
1
13
636
8
2022-04-11 15:21:39.096739
Good
No
Monthly
Condo
48
27,724
58
Female
44,368
Single
2
Bachelor's
null
13.946105
Urban
Premium
0
3
518
7
2021-12-25 15:21:39.134960
Average
Yes
Monthly
Apartment
830
27,725
20
Female
53,478
Divorced
0
PhD
Employed
2.857702
Suburban
Comprehensive
null
2
652
3
2024-06-14 15:21:39.226954
Good
No
Rarely
House
635
27,726
62
Female
65,869
Divorced
2
PhD
null
11.692554
Suburban
Comprehensive
null
16
338
4
2021-12-19 15:21:39.164044
Good
Yes
Daily
Condo
1,334
27,727
27
Female
18,041
Divorced
3
Master's
Employed
38.823669
Rural
Basic
3
7
467
9
2021-01-04 15:21:39.217387
Poor
No
Monthly
House
25
27,728
61
Female
15,123
Divorced
null
Master's
null
24.473678
Rural
Comprehensive
1
3
757
9
2021-06-08 15:21:39.151732
Average
No
Rarely
House
1,014
27,729
35
Male
2,480
Married
1
Bachelor's
Unemployed
26.170846
Suburban
Comprehensive
2
9
338
3
2022-10-21 15:21:39.218388
Poor
No
Weekly
House
774
27,730
56
Male
1,417
Married
0
Master's
Unemployed
null
Suburban
Premium
2
17
473
1
2021-04-12 15:21:39.097737
Poor
No
Monthly
House
739
27,731
null
Female
69,905
Divorced
4
Master's
Employed
13.331359
Rural
Comprehensive
null
1
null
4
2020-12-05 15:21:39.110557
null
No
Weekly
House
3,896
27,732
35
Female
1,087
Single
4
High School
null
15.929406
Rural
Premium
1
18
710
4
2022-05-04 15:21:39.134960
Poor
No
Weekly
Condo
2,289
27,733
60
Male
7,355
Married
3
Master's
Employed
13.549636
Rural
Basic
1
6
369
7
2020-12-17 15:21:39.155231
Poor
Yes
Rarely
House
472
27,734
35
Female
12,053
Divorced
4
High School
null
40.937206
Rural
Comprehensive
1
9
null
5
2023-05-21 15:21:39.145732
Poor
Yes
Daily
House
393
27,735
43
Female
12,595
Single
0
Bachelor's
Self-Employed
17.849307
Suburban
Basic
1
15
444
6
2021-11-16 15:21:39.155231
Poor
Yes
Monthly
House
774
27,736
48
Male
61,365
Single
1
Bachelor's
Employed
16.332539
Rural
Premium
null
10
347
3
2023-11-16 15:21:39.185215
Poor
No
Weekly
House
478
27,737
60
Female
148,924
Divorced
1
Bachelor's
Employed
39.914946
Rural
Basic
2
11
457
6
2020-03-02 15:21:39.132191
Average
No
Monthly
House
2,194
27,738
63
Female
null
Divorced
4
Bachelor's
Unemployed
18.912622
Urban
Basic
null
16
411
8
2024-04-27 15:21:39.100695
Average
No
Monthly
House
35
27,739
36
Female
2,798
Divorced
4
High School
Self-Employed
null
Rural
Premium
null
5
456
1
2023-07-28 15:21:39.250151
Good
Yes
Daily
House
493
27,740
23
Female
127,750
Married
2
High School
null
null
Urban
Premium
1
10
811
6
2024-07-03 15:21:39.154008
Good
No
Daily
Condo
2,369
27,741
46
Male
4,892
Divorced
1
Master's
Employed
34.791837
Rural
Comprehensive
1
2
null
1
2019-10-19 15:21:39.280784
Poor
Yes
Weekly
Apartment
1,793
27,742
27
Female
112
Married
2
Master's
null
28.688633
Urban
Comprehensive
null
3
725
8
2023-02-21 15:21:39.237118
Good
Yes
Rarely
Condo
1,034
27,743
50
Male
32,935
Single
1
High School
Employed
4.435718
Rural
Basic
1
6
757
7
2020-05-15 15:21:39.096739
Poor
Yes
Daily
Condo
115
27,744
62
Male
36,751
Divorced
2
Master's
Unemployed
17.643494
Rural
Comprehensive
0
13
391
3
2021-09-10 15:21:39.194829
Good
Yes
Rarely
House
772
27,745
50
Female
9,087
Single
1
PhD
null
24.907318
Urban
Comprehensive
1
3
null
2
2019-08-26 15:21:39.134960
Average
No
Rarely
Condo
979
27,746
53
Male
12,775
Married
3
Master's
Unemployed
47.818109
Urban
Basic
1
18
495
7
2022-11-06 15:21:39.200452
Good
No
Monthly
House
2,158
27,747
31
Male
13,982
Divorced
0
Bachelor's
Employed
41.384327
Suburban
Premium
0
15
789
7
2023-12-18 15:21:39.081504
null
Yes
Rarely
Apartment
2,253
27,748
39
Female
6,813
Divorced
4
High School
Unemployed
22.273349
Suburban
Premium
3
2
471
5
2023-03-28 15:21:39.148733
Good
Yes
Weekly
House
1,568
27,749
31
Male
515
Married
0
Bachelor's
Employed
null
Urban
Basic
null
6
617
6
2022-09-01 15:21:39.134960
Average
No
Daily
Apartment
645
27,750
51
Male
664
Single
4
PhD
null
39.674571
Suburban
Comprehensive
3
4
587
9
2021-07-24 15:21:39.125660
Average
Yes
Weekly
Apartment
1,475
27,751
39
Male
27,189
Married
3
PhD
Unemployed
31.71745
Suburban
Premium
null
5
391
2
2023-08-27 15:21:39.117183
null
Yes
Weekly
Apartment
1,141
27,752
41
Female
18,953
Divorced
4
Master's
Employed
30.566018
Urban
Basic
3
9
626
6
2020-02-29 15:21:39.266452
Poor
Yes
Monthly
Condo
697
27,753
38
Female
13,791
Divorced
3
High School
Unemployed
32.231499
Rural
Premium
0
15
566
3
2022-06-25 15:21:39.134960
Poor
Yes
Monthly
House
1,740
27,754
20
Female
82,426
Married
0
High School
Employed
18.672768
Suburban
Comprehensive
0
17
463
3
2022-08-15 15:21:39.134960
Poor
No
Monthly
Apartment
94
27,755
31
Female
5,027
Divorced
0
Bachelor's
Employed
25.532806
Suburban
Premium
0
19
556
3
2020-11-29 15:21:39.090124
Poor
No
Daily
Condo
1,408
27,756
53
Male
6,939
Single
3
Master's
Unemployed
25.986852
Rural
Basic
1
6
641
7
2023-02-21 15:21:39.128286
Good
Yes
Weekly
Condo
624
27,757
56
Male
6,428
Single
4
Master's
Employed
19.939602
Urban
Basic
2
5
763
7
2023-09-13 15:21:39.089116
Good
Yes
Weekly
Apartment
942
27,758
62
Male
44,901
Divorced
null
Master's
Unemployed
38.140989
Urban
Basic
0
7
787
9
2022-06-25 15:21:39.111551
Good
No
Daily
House
514
27,759
25
Male
35,848
Single
1
Master's
Unemployed
39.085723
Urban
Basic
1
1
365
1
2022-06-17 15:21:39.090124
Poor
Yes
Rarely
House
1,336
27,760
56
Female
26,126
Single
4
Master's
null
20.828754
Rural
Comprehensive
null
18
453
6
2020-07-15 15:21:39.216387
Average
Yes
Monthly
Apartment
647
27,761
23
Female
5,896
Married
2
Master's
Employed
45.912908
Rural
Comprehensive
0
18
648
7
2021-07-17 15:21:39.252145
Average
Yes
Monthly
House
111
27,762
52
Male
835
Single
4
Bachelor's
Unemployed
28.483794
Rural
Premium
null
10
382
1
2020-08-03 15:21:39.108562
Average
Yes
Rarely
Apartment
1,206
27,763
36
Female
33,778
Divorced
3
PhD
Employed
30.023881
Rural
Comprehensive
null
0
476
7
2021-07-26 15:21:39.200452
Poor
Yes
Rarely
Condo
1,344
27,764
31
Male
24,983
Married
0
Master's
Self-Employed
13.096937
Suburban
Premium
3
0
334
6
2022-07-03 15:21:39.290098
Average
Yes
Daily
Condo
1,128
27,765
null
Female
15,229
Divorced
2
High School
Unemployed
37.898139
Urban
Basic
null
0
797
2
2023-06-25 15:21:39.151732
Good
No
Weekly
Condo
895
27,766
48
Female
113,321
Divorced
0
PhD
null
22.391076
Rural
Premium
1
7
434
6
2021-09-23 15:21:39.087123
Poor
No
Rarely
House
681
27,767
48
Male
24,986
Divorced
1
High School
Unemployed
34.097717
Urban
Basic
1
0
457
5
2023-04-16 15:21:39.134960
Average
Yes
Rarely
House
1,257
27,768
34
Male
15,886
Single
0
Bachelor's
null
39.066672
Suburban
Basic
0
14
681
6
2023-11-09 15:21:39.175719
Good
Yes
Rarely
Condo
881
27,769
49
Male
18,123
Married
1
Master's
null
38.077471
Suburban
Comprehensive
1
10
697
3
2020-01-17 15:21:39.255696
Average
Yes
Monthly
Condo
686
27,770
61
Female
24,412
Single
0
Bachelor's
Self-Employed
11.895804
Urban
Premium
0
17
null
4
2022-06-30 15:21:39.166062
Good
No
Rarely
House
314
27,771
63
Male
null
Single
3
Bachelor's
Employed
24.985512
Rural
Comprehensive
1
7
359
9
2022-01-04 15:21:39.124659
null
Yes
Daily
House
195
27,772
45
Female
23,685
Married
null
Master's
null
27.593524
Suburban
Comprehensive
0
17
814
8
2020-11-26 15:21:39.244069
Poor
Yes
Weekly
Apartment
1,591
27,773
21
Male
30,988
Married
2
Bachelor's
null
45.814988
Rural
Basic
1
16
712
2
2023-05-01 15:21:39.146733
Good
No
Daily
House
35
27,774
24
Male
17,982
Single
0
High School
Unemployed
45.581145
Rural
Comprehensive
1
17
null
5
2020-08-30 15:21:39.155231
Good
No
Rarely
House
1,311
27,775
22
Female
14,943
Single
3
Bachelor's
Self-Employed
10.383559
Suburban
Comprehensive
null
5
796
9
2020-09-18 15:21:39.155231
Average
Yes
Weekly
Apartment
694
27,776
41
Female
14,833
Single
0
Bachelor's
null
21.935164
Rural
Basic
1
11
659
7
2020-08-15 15:21:39.107553
Average
Yes
Weekly
Condo
131
27,777
61
Male
33,383
Divorced
1
Bachelor's
null
28.14195
Suburban
Premium
null
3
459
2
2021-02-25 15:21:39.273973
Poor
Yes
Weekly
House
1,745
27,778
28
Female
10,188
Single
3
Master's
null
5.681261
Rural
Premium
1
16
649
1
2024-02-13 15:21:39.134960
Good
No
Weekly
House
958
27,779
18
Female
68,503
Divorced
1
High School
Employed
13.842303
Rural
Premium
0
14
357
1
2022-01-10 15:21:39.148733
Good
No
Daily
House
921
27,780
32
Female
18,171
Married
3
PhD
null
11.823014
Suburban
Comprehensive
null
16
759
9
2020-11-05 15:21:39.121169
Average
No
Weekly
Apartment
981
27,781
63
Male
16,891
Married
3
Bachelor's
Self-Employed
20.839434
Suburban
Comprehensive
null
5
667
1
2022-10-05 15:21:39.144722
Good
No
Weekly
Condo
531
27,782
50
Male
66,072
Single
null
High School
null
14.9943
Rural
Premium
1
9
662
5
2022-10-14 15:21:39.247098
Average
Yes
Weekly
Apartment
114
27,783
22
Male
6,923
Divorced
0
Bachelor's
null
4.494761
Rural
Premium
null
19
null
5
2022-07-11 15:21:39.105504
null
Yes
Monthly
Condo
1,161
27,784
55
Female
4,625
Married
4
Master's
Self-Employed
39.79793
Rural
Basic
1
3
null
3
2023-03-15 15:21:39.266452
Poor
Yes
Monthly
Condo
205
27,785
42
Female
27,190
Divorced
2
Bachelor's
null
31.981759
Suburban
Comprehensive
null
2
null
6
2020-09-07 15:21:39.237118
Average
Yes
Weekly
Condo
685
27,786
21
Female
48,218
Single
0
Bachelor's
Employed
25.670168
Suburban
Basic
null
2
385
6
2022-04-11 15:21:39.252145
null
No
Weekly
Apartment
1,361
27,787
23
Female
null
Married
1
Bachelor's
Employed
48.41632
Urban
Premium
2
2
482
7
2019-11-16 15:21:39.228521
Good
No
Rarely
House
1,108
27,788
46
Female
26,789
Married
4
High School
Employed
6.445031
Urban
Comprehensive
1
14
732
8
2024-01-12 15:21:39.170099
Good
Yes
Monthly
Apartment
1,920
27,789
25
Female
149,542
Single
1
High School
Employed
7.539706
Suburban
Premium
4
4
797
7
2020-02-14 15:21:39.237118
Average
No
Monthly
Apartment
1,887
27,790
52
Male
29,593
Single
1
High School
Self-Employed
18.886617
Rural
Premium
1
10
831
9
2020-03-26 15:21:39.176717
Average
Yes
Daily
Condo
715
27,791
41
Male
758
Married
1
Master's
Employed
null
Rural
Basic
null
13
810
2
2024-01-26 15:21:39.130190
Average
Yes
Rarely
Apartment
964
27,792
45
Female
45,600
Single
0
Bachelor's
Employed
41.957661
Rural
Basic
1
7
513
4
2024-03-17 15:21:39.204790
Poor
No
Rarely
House
573
27,793
33
Female
34
Married
1
Bachelor's
Self-Employed
20.480196
Rural
Premium
1
0
760
6
2022-03-20 15:21:39.197445
Good
Yes
Daily
Apartment
133
27,794
39
Male
3,033
Single
1
Bachelor's
Employed
null
Rural
Comprehensive
0
8
497
4
2023-05-15 15:21:39.170099
Average
No
Weekly
Condo
1,523
27,795
45
Male
16,109
Divorced
2
Bachelor's
Self-Employed
51.262045
Suburban
Comprehensive
0
16
456
5
2022-01-29 15:21:39.134960
Good
Yes
Monthly
Apartment
2,960
27,796
61
Male
50,392
Single
1
High School
null
14.484933
Rural
Basic
2
10
405
8
2021-04-22 15:21:39.155231
Poor
No
Weekly
House
1,053
27,797
32
Female
535
Single
0
High School
Employed
null
Rural
Premium
1
6
null
1
2019-10-31 15:21:39.155231
Poor
Yes
Weekly
Condo
1,757
27,798
61
Male
23,861
Married
1
High School
Employed
36.087928
Urban
Comprehensive
1
11
636
8
2023-11-05 15:21:39.176717
Good
No
Monthly
House
714
27,799
27
Male
17,688
Divorced
4
PhD
Self-Employed
27.391766
Rural
Basic
1
16
725
6
2022-03-29 15:21:39.134960
Good
Yes
Weekly
House
815