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
1,162,600
35
Female
40,487
Married
2
High School
Unemployed
34.661778
Urban
Basic
0
8
726
6
2022-09-05 15:21:39.257696
Good
No
Daily
Apartment
472
1,162,601
33
Male
31,006
Single
3
Bachelor's
null
36.752631
Suburban
Comprehensive
0
3
841
1
2019-11-01 15:21:39.098696
Good
Yes
Daily
Apartment
622
1,162,602
43
Male
null
Divorced
4
PhD
Employed
5.567995
Suburban
Comprehensive
3
7
707
1
2024-04-08 15:21:39.155231
Average
No
Weekly
Apartment
26
1,162,603
45
Female
16,078
Divorced
0
High School
Unemployed
37.25661
Urban
Basic
2
6
null
8
2019-08-20 15:21:39.286113
Poor
Yes
Monthly
Condo
1,527
1,162,604
34
Female
27,929
Single
1
PhD
null
20.555821
Urban
Comprehensive
2
19
818
1
2020-10-26 15:21:39.105504
Good
No
Monthly
House
1,585
1,162,605
38
Male
15,198
Married
2
PhD
Self-Employed
36.634207
Rural
Premium
1
1
589
1
2021-08-10 15:21:39.207847
Poor
No
Weekly
Condo
935
1,162,606
47
Female
9,082
Divorced
3
Bachelor's
Unemployed
14.079776
Rural
Premium
1
11
791
9
2020-03-09 15:21:39.134960
Average
No
Weekly
Condo
596
1,162,607
30
Male
14,063
Divorced
4
Master's
Self-Employed
6.917667
Urban
Premium
0
16
565
1
2022-02-17 15:21:39.176717
Average
Yes
Monthly
Apartment
1,253
1,162,608
49
Female
10,481
null
2
Master's
Self-Employed
22.766801
Suburban
Comprehensive
null
12
731
3
2021-04-21 15:21:39.116179
Average
No
Weekly
House
1,107
1,162,609
39
Female
45,584
Single
2
PhD
Unemployed
18.879337
Urban
Basic
0
15
632
8
2023-10-12 15:21:39.091080
Good
No
Rarely
Condo
729
1,162,610
27
Male
2,474
Married
0
High School
Employed
null
Urban
Basic
2
1
573
2
2021-08-21 15:21:39.237118
Poor
No
Monthly
Apartment
1,841
1,162,611
29
Male
23,897
Married
0
Master's
Self-Employed
null
Suburban
Basic
0
13
557
5
2019-11-04 15:21:39.134960
Average
No
Weekly
Condo
486
1,162,612
44
Male
537
Married
0
Master's
Employed
null
Rural
Basic
null
15
622
3
2022-07-02 15:21:39.152732
Good
Yes
Monthly
Apartment
792
1,162,613
34
Male
68,344
Single
null
High School
null
9.653973
Rural
Premium
1
7
683
8
2020-10-08 15:21:39.254678
Poor
Yes
Monthly
Apartment
98
1,162,614
33
Male
61,925
Divorced
1
Master's
Self-Employed
null
Suburban
Comprehensive
3
7
628
3
2020-07-25 15:21:39.274993
Good
No
Weekly
Condo
997
1,162,615
51
Male
38,612
Divorced
null
PhD
Self-Employed
9.846259
Rural
Basic
0
14
null
5
2023-02-18 15:21:39.134960
Average
Yes
Weekly
Condo
442
1,162,616
61
Female
null
Married
0
High School
Employed
28.845137
Rural
Premium
null
2
402
4
2024-04-29 15:21:39.116179
Good
No
Weekly
Apartment
402
1,162,617
null
Male
122,449
Married
4
High School
null
null
Suburban
Basic
0
15
805
2
2023-02-25 15:21:39.244069
null
No
Daily
House
1,213
1,162,618
25
Male
5,090
Divorced
2
Master's
null
15.816783
Urban
Comprehensive
4
10
722
8
2020-04-16 15:21:39.253660
Average
Yes
Daily
Condo
671
1,162,619
29
Female
11,295
Divorced
4
PhD
Employed
22.719252
Rural
Basic
null
5
553
9
2021-07-09 15:21:39.250151
Good
Yes
Daily
Condo
252
1,162,620
27
Female
40,593
Single
2
Bachelor's
Employed
4.785864
Urban
Comprehensive
2
1
553
6
2023-12-18 15:21:39.237118
Average
Yes
Monthly
Apartment
461
1,162,621
63
Male
39,086
Married
3
High School
null
21.839231
Urban
Premium
null
10
780
7
2019-12-14 15:21:39.097737
Good
Yes
Monthly
Apartment
2,121
1,162,622
50
Female
61,282
Married
4
PhD
null
50.087348
Suburban
Premium
3
14
728
8
2022-12-04 15:21:39.155231
Average
No
Weekly
Apartment
3,014
1,162,623
33
Male
26,881
Married
4
PhD
null
23.92266
Suburban
Comprehensive
1
19
null
1
2023-04-12 15:21:39.145732
Good
Yes
Weekly
Apartment
821
1,162,624
57
Female
90,663
Divorced
0
Bachelor's
Self-Employed
51.717809
Urban
Basic
null
4
697
4
2023-11-18 15:21:39.134960
Average
No
Monthly
House
1,033
1,162,625
23
Female
1,454
Married
2
PhD
Unemployed
null
Urban
Comprehensive
3
4
628
9
2021-09-11 15:21:39.151732
null
No
Weekly
Apartment
709
1,162,626
19
Female
29,087
Divorced
4
PhD
null
36.067488
Rural
Premium
null
5
743
6
2021-03-05 15:21:39.084065
Poor
No
Daily
Condo
1,020
1,162,627
59
Male
2,579
Single
4
High School
Self-Employed
22.893622
Rural
Premium
1
7
509
3
2024-03-30 15:21:39.226954
Poor
No
Weekly
Condo
736
1,162,628
38
Male
16,861
Married
0
High School
null
null
Urban
Comprehensive
0
11
822
7
2022-01-02 15:21:39.155231
Poor
No
Rarely
Apartment
1,407
1,162,629
48
Female
16,154
Divorced
3
PhD
null
5.095589
Suburban
Premium
1
2
849
1
2021-12-28 15:21:39.237118
Good
No
Monthly
Condo
1,318
1,162,630
20
Male
7,016
Married
4
High School
Employed
34.03657
Rural
Premium
null
15
408
2
2021-02-03 15:21:39.155231
Good
No
Rarely
Condo
1,641
1,162,631
20
Male
null
Divorced
3
PhD
Unemployed
24.988787
Suburban
Comprehensive
1
19
null
3
2024-05-14 15:21:39.194829
Good
No
Daily
Condo
184
1,162,632
50
Male
26,963
Single
1
Bachelor's
null
39.918677
Urban
Basic
0
13
449
5
2021-12-06 15:21:39.173834
Good
Yes
Daily
Apartment
2,840
1,162,633
null
Female
44,943
Married
3
Bachelor's
null
20.85451
Rural
Basic
0
9
571
2
2020-07-25 15:21:39.134960
Average
No
Weekly
Condo
838
1,162,634
43
Female
8,027
Married
0
Master's
null
7.926346
Suburban
Basic
null
17
null
9
2023-09-26 15:21:39.288099
Good
Yes
Rarely
Condo
2,148
1,162,635
39
Female
17,086
Divorced
2
Bachelor's
Employed
30.058978
Suburban
Premium
2
3
534
3
2023-01-26 15:21:39.254678
Poor
No
Monthly
House
546
1,162,636
45
Female
2,694
Divorced
1
PhD
null
13.6883
Suburban
Comprehensive
2
19
null
2
2022-02-16 15:21:39.201446
Average
No
Weekly
Condo
1,614
1,162,637
57
Male
708
Divorced
4
High School
Unemployed
33.856995
Urban
Premium
0
17
687
2
2022-08-04 15:21:39.152732
Good
Yes
Monthly
Apartment
2,196
1,162,638
52
Male
31,576
Single
4
PhD
Unemployed
13.442591
Suburban
Premium
null
15
688
4
2024-06-17 15:21:39.264504
Poor
Yes
Monthly
Apartment
1,664
1,162,639
29
Female
null
Married
null
High School
null
19.895203
Urban
Comprehensive
1
5
312
2
2022-09-25 15:21:39.155231
Average
No
Weekly
Apartment
573
1,162,640
48
Male
101,787
Single
0
Master's
Self-Employed
26.281947
Suburban
Comprehensive
0
8
365
4
2023-12-08 15:21:39.098696
Poor
Yes
Daily
House
1,277
1,162,641
19
Female
71,512
Divorced
1
High School
Employed
36.331482
Rural
Comprehensive
1
19
390
9
2024-01-25 15:21:39.194829
Poor
Yes
Weekly
Condo
1,156
1,162,642
47
Female
57,741
Single
2
High School
null
25.373951
Suburban
Comprehensive
2
5
null
3
2023-12-08 15:21:39.084065
Average
Yes
Monthly
Apartment
37
1,162,643
46
Male
5,856
Divorced
0
Bachelor's
Unemployed
26.616915
Rural
Premium
0
9
614
9
2021-09-21 15:21:39.126661
Good
Yes
Rarely
House
1,332
1,162,644
32
Female
17,019
Single
1
PhD
Unemployed
25.824474
Urban
Premium
null
12
503
9
2023-11-09 15:21:39.095696
Average
Yes
Monthly
Condo
1,258
1,162,645
64
Male
43,917
Single
4
PhD
Self-Employed
8.077126
Suburban
Premium
1
2
656
6
2021-02-22 15:21:39.237118
Poor
Yes
Daily
Apartment
524
1,162,646
29
Male
71,473
Married
2
Bachelor's
Unemployed
23.581837
Urban
Basic
null
7
401
8
2019-10-10 15:21:39.226954
Average
No
Daily
Apartment
561
1,162,647
28
Female
10,086
Divorced
1
PhD
Self-Employed
12.486576
Urban
Premium
0
6
659
9
2021-08-11 15:21:39.237118
Poor
Yes
Daily
Apartment
1,732
1,162,648
63
Female
1,904
Single
1
Bachelor's
Self-Employed
25.550028
Suburban
Basic
1
5
304
6
2020-02-02 15:21:39.148733
Average
No
Weekly
House
1,586
1,162,649
46
Female
47,600
Single
3
High School
Employed
40.945659
Suburban
Basic
0
18
481
5
2022-08-14 15:21:39.134960
Average
Yes
Monthly
House
2,254
1,162,650
34
Female
12,058
Married
0
PhD
Self-Employed
32.994992
Suburban
Premium
0
2
795
7
2022-01-31 15:21:39.099739
Average
Yes
Rarely
Apartment
1,257
1,162,651
23
Male
20
Single
3
High School
Unemployed
35.566696
Rural
Premium
1
9
652
4
2020-04-08 15:21:39.133866
Poor
Yes
Weekly
Condo
482
1,162,652
35
Female
17,001
Single
2
High School
Unemployed
30.567339
Urban
Premium
0
0
728
2
2022-05-23 15:21:39.221386
Good
No
Daily
House
1,085
1,162,653
55
Female
52,265
Divorced
0
PhD
Unemployed
6.077913
Suburban
Comprehensive
1
0
497
9
2023-07-23 15:21:39.107553
Good
No
Daily
Apartment
26
1,162,654
31
Female
147,743
Single
4
Master's
Self-Employed
14.638649
Urban
Premium
null
0
755
2
2019-10-31 15:21:39.244069
Average
Yes
Rarely
Condo
2,689
1,162,655
36
Male
44,165
Married
0
PhD
Unemployed
3.24885
Urban
Comprehensive
null
2
639
2
2020-06-05 15:21:39.207847
Poor
Yes
Daily
House
2,887
1,162,656
19
Male
46,891
Divorced
4
PhD
Self-Employed
46.824504
Rural
Premium
null
10
662
6
2024-01-10 15:21:39.232526
null
No
Daily
Apartment
2,554
1,162,657
26
Male
71,675
Divorced
3
PhD
null
9.447633
Suburban
Comprehensive
2
2
593
5
2022-07-10 15:21:39.237118
Poor
Yes
Rarely
Condo
115
1,162,658
49
Female
768
Single
4
High School
null
47.583392
Rural
Premium
0
3
458
3
2022-11-14 15:21:39.204790
Good
Yes
Monthly
Apartment
291
1,162,659
51
Male
12,084
Divorced
3
Bachelor's
Employed
27.636189
Rural
Basic
1
12
673
4
2020-11-18 15:21:39.134960
Average
No
Monthly
House
890
1,162,660
62
Female
52,220
Divorced
1
PhD
Self-Employed
11.940502
Rural
Basic
2
7
459
3
2022-08-30 15:21:39.228521
Poor
Yes
Daily
Apartment
977
1,162,661
43
Female
40,456
Single
0
Master's
Self-Employed
36.827301
Suburban
Comprehensive
1
8
796
6
2021-06-25 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,233
1,162,662
20
Female
46,011
Married
4
PhD
Unemployed
24.141122
Rural
Basic
null
7
515
3
2019-12-06 15:21:39.172097
Poor
No
Monthly
Apartment
1,494
1,162,663
36
Female
5,829
Divorced
4
Master's
Employed
43.582446
Suburban
Comprehensive
null
13
519
1
2020-08-14 15:21:39.155231
Average
Yes
Weekly
Apartment
819
1,162,664
20
Female
31,667
Divorced
null
PhD
null
13.829129
Urban
Premium
null
16
702
2
2021-09-01 15:21:39.182597
Good
No
Rarely
Condo
487
1,162,665
31
Female
20,719
Single
2
High School
null
14.719861
Urban
Comprehensive
0
13
808
3
2019-11-03 15:21:39.237118
Good
Yes
Daily
House
1,074
1,162,666
31
Male
null
Single
2
Bachelor's
null
28.266602
Suburban
Basic
0
8
364
3
2021-09-01 15:21:39.131192
Good
No
Monthly
House
964
1,162,667
46
Male
5,090
Single
2
High School
Self-Employed
7.936371
Urban
Basic
0
11
403
1
2023-06-18 15:21:39.125660
Poor
Yes
Rarely
House
1,045
1,162,668
44
Male
19,045
Single
1
Master's
null
36.772666
Rural
Basic
1
17
507
2
2024-05-03 15:21:39.134960
Poor
Yes
Weekly
Apartment
719
1,162,669
46
Female
103,874
Single
4
Bachelor's
Unemployed
13.873168
Suburban
Basic
null
14
686
7
2022-08-05 15:21:39.094752
Good
No
Daily
House
4,970
1,162,670
33
Male
72,813
Single
null
PhD
Unemployed
17.793802
Urban
Premium
0
16
572
3
2023-08-02 15:21:39.223901
Good
No
Weekly
House
144
1,162,671
28
Female
14,054
Single
1
PhD
Employed
21.957445
Urban
Basic
2
7
null
4
2019-10-19 15:21:39.168099
Poor
No
Daily
Apartment
1,318
1,162,672
45
Male
15,297
Married
0
High School
Employed
10.881018
Urban
Basic
1
13
742
7
2023-02-17 15:21:39.167099
Average
No
Monthly
House
1,259
1,162,673
52
Male
141,237
Married
4
Master's
Employed
14.283502
Rural
Comprehensive
1
13
463
1
2020-01-06 15:21:39.199447
Good
No
Monthly
Apartment
3,863
1,162,674
53
Female
29,071
Divorced
1
Master's
Employed
15.161368
Urban
Premium
null
16
753
8
2020-06-16 15:21:39.247098
Average
Yes
Rarely
Apartment
100
1,162,675
28
Male
80,105
Divorced
3
Master's
Self-Employed
null
Rural
Premium
1
9
410
1
2023-05-17 15:21:39.191219
Average
No
Rarely
Condo
981
1,162,676
56
Male
29,897
Divorced
4
PhD
Employed
39.174626
Suburban
Comprehensive
0
13
725
3
2023-06-03 15:21:39.248098
Average
Yes
Daily
Apartment
1,171
1,162,677
33
Male
57,954
Married
null
Bachelor's
Unemployed
27.450075
Urban
Basic
2
19
653
1
2021-02-26 15:21:39.166062
Good
No
Weekly
House
2,097
1,162,678
43
Male
12,078
Divorced
1
High School
Unemployed
26.878806
Rural
Comprehensive
null
10
722
9
2021-01-24 15:21:39.172097
Poor
No
Daily
Apartment
1,324
1,162,679
34
Female
20,466
Divorced
1
Master's
null
28.682867
Urban
Basic
2
10
788
3
2023-03-31 15:21:39.257696
Poor
Yes
Rarely
Condo
620
1,162,680
18
Male
703
Married
3
Bachelor's
Unemployed
15.717216
Suburban
Comprehensive
2
2
410
6
2023-09-11 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,103
1,162,681
56
Female
33,299
Married
1
Bachelor's
null
8.281024
Urban
Basic
null
6
null
1
2021-04-03 15:21:39.185215
Good
Yes
Weekly
Apartment
4,038
1,162,682
60
Female
18,062
Divorced
3
PhD
Unemployed
20.586477
Rural
Basic
2
3
490
4
2020-06-01 15:21:39.237118
Good
No
Monthly
Condo
1,172
1,162,683
18
Female
15,407
Divorced
0
Bachelor's
Self-Employed
15.102322
Suburban
Comprehensive
2
0
598
6
2020-12-30 15:21:39.170099
Good
Yes
Daily
Condo
160
1,162,684
45
Male
40,863
Married
2
PhD
null
15.84933
Urban
Premium
1
3
762
9
2023-12-23 15:21:39.221386
Poor
Yes
Rarely
House
1,499
1,162,685
45
Female
1,439
Single
1
PhD
Employed
8.064504
Suburban
Premium
null
10
459
5
2022-10-25 15:21:39.166062
Good
Yes
Weekly
Apartment
961
1,162,686
42
Male
74,089
Single
1
Master's
Unemployed
null
Urban
Basic
3
3
831
7
2022-03-06 15:21:39.155231
Good
Yes
Monthly
Condo
1,745
1,162,687
43
Female
16,054
Single
2
Master's
Unemployed
21.935874
Rural
Comprehensive
2
16
529
2
2021-04-20 15:21:39.192212
Average
Yes
Weekly
Apartment
3,070
1,162,688
37
Female
17,992
Divorced
3
Bachelor's
null
38.684445
Rural
Basic
1
12
null
7
2020-11-12 15:21:39.283783
Poor
No
Weekly
House
1,388
1,162,689
27
Male
714
Single
3
Bachelor's
Self-Employed
19.054421
Suburban
Comprehensive
2
3
618
2
2022-12-05 15:21:39.149731
Poor
Yes
Daily
Condo
1,419
1,162,690
50
Female
null
Divorced
null
Bachelor's
Self-Employed
15.956168
Suburban
Comprehensive
0
7
729
2
2020-02-21 15:21:39.237118
Average
Yes
Weekly
Condo
101
1,162,691
47
Male
43,007
Married
3
High School
Employed
22.24645
Suburban
Comprehensive
null
3
465
7
2022-03-05 15:21:39.080440
Poor
Yes
Weekly
Condo
1,059
1,162,692
51
Male
28,405
Divorced
null
Master's
Unemployed
25.937363
Rural
Basic
1
19
727
7
2022-02-07 15:21:39.211806
Good
No
Monthly
Condo
942
1,162,693
59
Female
11,574
Married
null
High School
null
29.151727
Urban
Comprehensive
0
17
658
4
2023-02-18 15:21:39.134960
Good
Yes
Weekly
Apartment
538
1,162,694
35
Male
75,857
Divorced
1
PhD
Self-Employed
27.315311
Rural
Premium
3
8
830
5
2021-03-19 15:21:39.134960
Good
Yes
Rarely
Condo
39
1,162,695
52
Female
44,788
Married
1
High School
Self-Employed
15.497844
Rural
Comprehensive
2
0
723
8
2019-11-11 15:21:39.134960
Average
No
Rarely
Apartment
2,520
1,162,696
57
Female
78,847
Single
3
PhD
Employed
16.599719
Suburban
Comprehensive
1
7
345
3
2023-11-01 15:21:39.107553
Poor
Yes
Daily
House
392
1,162,697
49
Female
32,041
Divorced
null
Bachelor's
Self-Employed
6.826752
Urban
Comprehensive
1
19
null
1
2022-06-23 15:21:39.172097
Average
No
Weekly
House
3,859
1,162,698
55
Female
1,454
Single
3
Bachelor's
Employed
null
Rural
Premium
null
5
576
5
2021-03-01 15:21:39.171102
Average
No
Daily
House
566
1,162,699
45
Male
38,969
Single
null
High School
Employed
38.984041
Urban
Premium
2
9
489
6
2022-08-07 15:21:39.111551
Poor
Yes
Weekly
Condo
648