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
1,176,700
56
Female
2,386
Single
4
High School
Unemployed
25.757431
Urban
Premium
null
17
null
5
2021-02-27 15:21:39.121169
Poor
No
Weekly
House
2,139
1,176,701
64
Male
518
Single
2
PhD
null
24.907953
Urban
Basic
0
16
638
3
2022-08-23 15:21:39.134960
Poor
Yes
Monthly
Apartment
28
1,176,702
26
Male
81,149
Married
2
High School
Unemployed
18.814058
Rural
Comprehensive
1
18
null
2
2023-10-24 15:21:39.155231
Good
No
Rarely
House
156
1,176,703
55
Female
10,100
Divorced
4
PhD
null
45.71567
Urban
Premium
null
6
657
3
2020-10-15 15:21:39.231531
Good
Yes
Weekly
Condo
1,625
1,176,704
35
Male
29,977
Married
3
Master's
Self-Employed
44.332732
Urban
Premium
null
1
771
9
2021-10-01 15:21:39.134960
null
Yes
Daily
House
1,073
1,176,705
62
Female
14,991
Married
2
Bachelor's
Unemployed
13.624749
Rural
Premium
null
8
null
1
2019-09-24 15:21:39.215386
Average
No
Daily
House
591
1,176,706
30
Female
51,724
Divorced
4
Master's
Self-Employed
43.264574
Suburban
Basic
1
14
710
1
2022-08-21 15:21:39.095696
null
Yes
Rarely
House
3,927
1,176,707
37
Male
44,803
Divorced
1
Master's
null
null
Rural
Comprehensive
null
11
441
2
2024-03-05 15:21:39.131192
Good
Yes
Monthly
Condo
2,828
1,176,708
28
Male
4,868
Single
1
Master's
Self-Employed
26.143784
Suburban
Premium
1
9
787
8
2019-12-04 15:21:39.155231
Poor
No
Rarely
Apartment
623
1,176,709
37
Male
2,401
Married
null
PhD
null
26.620054
Rural
Comprehensive
2
15
null
2
2021-01-09 15:21:39.081504
Poor
No
Weekly
House
1,619
1,176,710
20
Female
62,653
Divorced
2
Master's
null
20.235518
Urban
Premium
2
17
447
8
2023-02-08 15:21:39.155231
Average
No
Weekly
Condo
2,433
1,176,711
61
Female
35,139
Divorced
0
Master's
Self-Employed
12.64016
Rural
Basic
1
19
656
3
2020-07-31 15:21:39.188220
Average
Yes
Daily
Condo
583
1,176,712
37
Female
2,382
Married
4
Master's
Unemployed
29.276445
Suburban
Comprehensive
null
17
555
1
2021-07-16 15:21:39.093681
null
No
Monthly
Apartment
539
1,176,713
49
Male
6,959
Married
3
Master's
Self-Employed
41.569161
Urban
Premium
1
18
436
9
2021-07-19 15:21:39.132191
Good
No
Monthly
House
3,262
1,176,714
43
Female
48,302
Married
0
Bachelor's
Self-Employed
35.722105
Rural
Basic
0
13
391
7
2021-05-19 15:21:39.176717
Average
No
Monthly
Condo
385
1,176,715
53
Male
null
Married
1
Master's
Unemployed
null
Rural
Premium
1
16
424
3
2020-02-06 15:21:39.180553
Good
No
Weekly
Apartment
671
1,176,716
44
Female
10,069
Single
1
Bachelor's
null
35.545973
Rural
Comprehensive
0
8
630
4
2022-12-12 15:21:39.155231
Average
No
Weekly
House
876
1,176,717
61
Male
93,831
Married
3
Bachelor's
Employed
null
Rural
Comprehensive
1
13
427
8
2020-07-11 15:21:39.115178
Poor
Yes
Weekly
House
642
1,176,718
37
Male
27,401
Married
0
Master's
Employed
26.246977
Urban
Premium
null
19
619
8
2024-05-11 15:21:39.259788
Poor
No
Daily
House
2,920
1,176,719
61
Male
3,354
Single
4
High School
null
39.892769
Rural
Comprehensive
0
1
468
5
2024-07-24 15:21:39.155231
Poor
No
Monthly
House
1,189
1,176,720
52
Female
39,726
Single
3
High School
Employed
null
Suburban
Comprehensive
1
16
718
5
2022-06-21 15:21:39.274993
Poor
No
Monthly
Condo
828
1,176,721
35
Male
null
Single
0
Master's
null
41.181197
Rural
Comprehensive
1
1
407
2
2019-09-10 15:21:39.189223
Good
Yes
Monthly
Apartment
2,158
1,176,722
36
Female
36,692
Married
1
PhD
null
6.605948
Suburban
Basic
null
12
null
5
2023-02-08 15:21:39.082499
Good
No
Monthly
Apartment
1,981
1,176,723
null
Male
34,592
Single
3
PhD
Unemployed
9.568712
Suburban
Basic
0
10
358
8
2019-10-16 15:21:39.196387
Good
No
Rarely
House
774
1,176,724
47
Male
5,437
Divorced
1
High School
Unemployed
32.052667
Rural
Basic
1
9
761
5
2023-11-11 15:21:39.134960
Poor
Yes
Daily
Apartment
2,629
1,176,725
54
Female
125,829
Divorced
2
Master's
null
11.551048
Rural
Comprehensive
0
2
417
1
2022-04-23 15:21:39.096739
Poor
No
Monthly
Condo
1,541
1,176,726
37
Male
null
Divorced
1
High School
Self-Employed
31.496699
Suburban
Premium
null
8
682
5
2019-10-19 15:21:39.237118
Poor
Yes
Rarely
House
35
1,176,727
58
Female
16,797
Divorced
4
Master's
null
28.471245
Suburban
Premium
1
13
312
3
2020-06-15 15:21:39.185215
null
No
Weekly
Condo
1,859
1,176,728
61
Male
26,681
Married
0
PhD
Unemployed
22.381881
Urban
Comprehensive
0
2
707
7
2020-02-19 15:21:39.172097
Poor
No
Monthly
Apartment
563
1,176,729
25
Male
38,119
Married
2
Bachelor's
Self-Employed
33.654602
Suburban
Premium
0
2
677
1
2023-08-19 15:21:39.260856
Average
No
Daily
Condo
197
1,176,730
30
Female
10,104
Single
1
PhD
null
23.410088
Suburban
Comprehensive
1
16
null
4
2022-11-15 15:21:39.155231
Good
No
Daily
Condo
532
1,176,731
58
Male
9,072
Married
2
Master's
Employed
null
Suburban
Premium
null
1
725
5
2022-04-13 15:21:39.134960
Poor
Yes
Weekly
Apartment
886
1,176,732
26
Male
4,868
Divorced
2
High School
Unemployed
28.262215
Rural
Premium
4
15
null
4
2020-04-13 15:21:39.155231
Average
No
Weekly
Apartment
2,391
1,176,733
23
Male
9,902
Single
3
Master's
null
11.738489
Urban
Basic
1
8
753
3
2024-02-26 15:21:39.134960
Poor
No
Monthly
Condo
2,668
1,176,734
60
Male
71,892
Divorced
0
Bachelor's
null
12.28983
Suburban
Comprehensive
1
2
636
6
2022-09-09 15:21:39.287115
Good
No
Weekly
House
101
1,176,735
44
Female
29,350
Married
0
High School
null
30.357952
Rural
Comprehensive
2
15
497
3
2024-01-26 15:21:39.155231
Good
No
Rarely
House
1,878
1,176,736
30
Male
16,992
Divorced
3
Master's
Unemployed
23.779438
Rural
Premium
null
18
766
4
2024-07-11 15:21:39.143708
Good
No
Daily
House
1,045
1,176,737
56
Male
18,378
Single
2
Master's
Self-Employed
null
Urban
Comprehensive
1
7
516
8
2019-12-13 15:21:39.172097
Average
Yes
Daily
Apartment
627
1,176,738
52
Female
10,984
Single
0
Master's
null
11.919289
Rural
Premium
null
7
579
9
2020-04-04 15:21:39.134960
Average
Yes
Rarely
Condo
831
1,176,739
32
Male
8,401
Single
0
Master's
null
24.77236
Rural
Comprehensive
null
1
null
3
2021-07-04 15:21:39.237118
Poor
No
Rarely
House
517
1,176,740
41
Male
1,017
Single
3
PhD
null
11.734605
Rural
Premium
0
18
728
5
2020-06-26 15:21:39.182597
Poor
No
Daily
Apartment
33
1,176,741
46
Female
50,812
Single
3
Bachelor's
Employed
38.493066
Suburban
Premium
null
11
null
8
2020-10-08 15:21:39.237118
Good
Yes
Daily
Apartment
382
1,176,742
28
Female
45,106
Married
3
High School
null
6.858285
Rural
Comprehensive
null
2
576
3
2020-05-05 15:21:39.237118
Poor
Yes
Daily
Condo
649
1,176,743
33
Female
909
Single
1
Master's
null
38.798086
Rural
Premium
3
17
715
5
2023-05-07 15:21:39.181605
Poor
No
Monthly
Condo
81
1,176,744
45
Male
39,769
Divorced
null
Master's
Employed
null
Urban
Comprehensive
1
5
564
1
2020-04-28 15:21:39.132191
Average
Yes
Weekly
Apartment
1,838
1,176,745
22
Female
6,092
Single
3
PhD
Unemployed
51.887569
Urban
Premium
null
11
611
6
2019-11-14 15:21:39.148733
Average
Yes
Weekly
Condo
24
1,176,746
41
Female
82,728
Married
2
Master's
Employed
42.784852
Rural
Premium
1
3
449
7
2021-07-20 15:21:39.150730
Good
Yes
Monthly
Apartment
671
1,176,747
18
Female
705
Single
null
High School
null
37.653066
Rural
Basic
null
10
807
5
2024-04-15 15:21:39.146733
Good
Yes
Weekly
Condo
26
1,176,748
38
Female
8,583
Married
2
Bachelor's
null
33.973149
Urban
Comprehensive
null
2
545
8
2020-08-01 15:21:39.273973
Poor
Yes
Weekly
Condo
883
1,176,749
24
Male
103,428
Married
4
PhD
Self-Employed
24.764405
Urban
Comprehensive
2
0
833
8
2022-11-11 15:21:39.210805
Good
No
Monthly
House
2,147
1,176,750
55
Male
1,426
Divorced
3
Bachelor's
Employed
49.5978
Rural
Basic
2
5
738
3
2023-10-28 15:21:39.274993
Average
Yes
Rarely
House
648
1,176,751
22
Female
9,039
null
2
Bachelor's
null
10.704927
Urban
Premium
1
16
522
5
2024-05-22 15:21:39.188220
Poor
No
Daily
Apartment
216
1,176,752
63
Male
43,826
Married
1
Master's
null
17.099754
Urban
Premium
null
15
756
5
2022-09-05 15:21:39.263607
Poor
Yes
Rarely
House
852
1,176,753
31
Female
22,842
Single
null
High School
Self-Employed
7.83225
Urban
Premium
1
17
507
2
2021-11-21 15:21:39.228521
Good
No
Weekly
Apartment
567
1,176,754
55
Male
55,502
Divorced
3
Master's
Unemployed
27.3989
Rural
Premium
0
4
494
2
2020-02-05 15:21:39.237118
Good
No
Rarely
Condo
2,581
1,176,755
60
Female
8,053
Married
3
High School
Self-Employed
42.17712
Rural
Premium
0
8
839
2
2020-12-14 15:21:39.281787
Good
Yes
Daily
Condo
4,538
1,176,756
52
Female
11,082
Single
4
PhD
null
19.895369
Suburban
Premium
1
9
734
5
2020-11-22 15:21:39.261856
Average
Yes
Monthly
House
2,726
1,176,757
60
Male
2,888
Married
3
PhD
Self-Employed
50.8594
Urban
Basic
2
14
397
6
2022-10-25 15:21:39.149731
null
Yes
Weekly
Condo
857
1,176,758
21
Male
26,139
Married
1
Master's
null
24.015817
Rural
Premium
1
2
432
4
2022-01-26 15:21:39.113566
Poor
Yes
Weekly
Apartment
2,463
1,176,759
44
Female
2,711
Divorced
0
Bachelor's
Unemployed
33.155441
Urban
Premium
3
11
815
2
2022-06-09 15:21:39.208842
Poor
Yes
Monthly
Condo
1,317
1,176,760
31
Female
12,086
Divorced
4
Master's
Employed
27.455856
Suburban
Premium
0
1
582
1
2021-03-03 15:21:39.237118
Good
No
Daily
Apartment
321
1,176,761
38
Female
48,127
Single
3
Master's
Unemployed
17.753865
Urban
Premium
3
3
793
8
2024-04-12 15:21:39.182597
Average
Yes
Weekly
Condo
151
1,176,762
29
Female
3,344
Divorced
0
PhD
null
19.36504
Suburban
Premium
2
5
761
7
2021-06-28 15:21:39.228521
Good
No
Monthly
Apartment
1,204
1,176,763
54
Female
15,113
Divorced
3
Bachelor's
Unemployed
19.0872
Suburban
Comprehensive
0
15
799
8
2024-04-10 15:21:39.105404
Average
Yes
Daily
House
604
1,176,764
29
Male
149,996
Divorced
3
Bachelor's
Unemployed
51.797858
Suburban
Comprehensive
null
6
823
8
2020-05-31 15:21:39.155231
Average
No
Daily
Apartment
1,559
1,176,765
28
Female
132,433
Divorced
3
Master's
Unemployed
29.24142
Suburban
Basic
null
12
583
9
2019-09-17 15:21:39.084065
Good
No
Rarely
House
30
1,176,766
43
Male
12,086
Single
0
PhD
Unemployed
42.16142
Urban
Premium
null
12
464
4
2022-07-20 15:21:39.179186
Average
No
Daily
House
115
1,176,767
34
Female
34,625
Divorced
4
PhD
Self-Employed
31.778361
Urban
Premium
0
5
645
9
2023-02-19 15:21:39.250151
Poor
No
Daily
House
627
1,176,768
21
Male
29,585
Single
3
Master's
Unemployed
15.430423
Suburban
Basic
1
15
333
4
2023-01-11 15:21:39.187211
Good
No
Rarely
House
2,031
1,176,769
51
Female
24,531
Single
4
Bachelor's
Unemployed
24.039736
Urban
Premium
0
12
820
6
2022-08-23 15:21:39.177724
Poor
No
Monthly
House
817
1,176,770
51
Female
969
Married
3
PhD
null
40.973176
Rural
Premium
null
14
320
2
2022-09-21 15:21:39.151732
Good
No
Monthly
House
2,977
1,176,771
38
Male
7,852
Divorced
1
High School
Unemployed
35.372647
Urban
Premium
null
8
357
1
2022-07-03 15:21:39.134960
Average
No
Daily
House
566
1,176,772
34
Male
24,849
Married
1
Bachelor's
Employed
30.81316
Urban
Premium
1
1
392
1
2024-08-12 15:21:39.124659
Poor
No
Daily
Apartment
44
1,176,773
58
Male
34,051
Single
2
Master's
Self-Employed
5.927324
Suburban
Basic
0
15
835
7
2019-09-26 15:21:39.265513
Good
No
Monthly
House
1,754
1,176,774
32
Male
3,899
Single
1
High School
null
7.867283
Suburban
Basic
2
19
null
1
2023-03-11 15:21:39.222387
Good
No
Monthly
Apartment
1,728
1,176,775
37
Male
37,006
Married
null
Master's
Employed
8.835605
Suburban
Basic
3
3
443
6
2023-12-11 15:21:39.225916
Good
Yes
Rarely
Apartment
37
1,176,776
24
Male
95,842
Single
0
High School
Employed
35.158024
Rural
Premium
null
5
394
4
2020-01-06 15:21:39.233998
Poor
Yes
Weekly
Condo
1,336
1,176,777
57
Female
51,570
Divorced
2
Master's
Unemployed
14.95813
Rural
Comprehensive
2
13
692
5
2019-09-02 15:21:39.194829
Average
Yes
Rarely
House
2,248
1,176,778
45
Male
42,859
Single
1
PhD
null
27.587066
Rural
Premium
0
10
612
8
2019-11-23 15:21:39.100695
Good
No
Daily
Apartment
672
1,176,779
23
Male
18,081
Married
1
Bachelor's
Self-Employed
20.698438
Urban
Basic
0
9
399
3
2020-02-22 15:21:39.253660
Good
No
Weekly
Condo
798
1,176,780
49
Female
51,078
Single
3
High School
Employed
49.814831
Suburban
Basic
1
2
359
6
2022-03-10 15:21:39.225916
Good
Yes
Weekly
Apartment
479
1,176,781
46
Male
50,714
Divorced
null
Master's
null
null
Suburban
Basic
0
3
455
9
2021-08-07 15:21:39.134960
Average
Yes
Monthly
Condo
1,640
1,176,782
22
Female
3,711
Married
3
High School
Employed
26.836212
Urban
Basic
1
3
795
1
2024-08-13 15:21:39.190215
null
Yes
Weekly
House
212
1,176,783
52
Male
7,542
Divorced
4
High School
Employed
23.940818
Urban
Comprehensive
0
11
578
4
2023-06-22 15:21:39.247098
Good
Yes
Weekly
Condo
2,599
1,176,784
38
Male
12,162
Single
0
High School
Unemployed
21.341319
Urban
Comprehensive
null
4
532
8
2023-12-26 15:21:39.251142
Average
No
Daily
Condo
962
1,176,785
37
Female
2,098
Married
0
Master's
null
29.999327
Suburban
Premium
1
10
684
7
2020-10-06 15:21:39.263607
Poor
No
Monthly
Apartment
1,873
1,176,786
31
Female
45,161
Divorced
1
Bachelor's
Unemployed
25.552345
Urban
Basic
null
14
null
4
2019-09-21 15:21:39.112553
Poor
No
Weekly
Condo
1,012
1,176,787
37
Female
93,320
Married
3
High School
null
37.952181
Rural
Comprehensive
2
4
367
6
2020-02-28 15:21:39.155231
Poor
Yes
Weekly
House
875
1,176,788
27
Male
5,920
Married
2
High School
null
15.611397
Rural
Premium
2
9
749
1
2022-07-08 15:21:39.248098
Poor
Yes
Rarely
Condo
1,436
1,176,789
38
Male
59,537
Divorced
null
Master's
null
17.955776
Rural
Comprehensive
2
6
329
9
2022-01-30 15:21:39.123711
Good
Yes
Weekly
House
1,258
1,176,790
33
Male
32,487
Divorced
0
PhD
Unemployed
4.93489
Suburban
Premium
null
14
501
5
2024-06-23 15:21:39.283783
Poor
No
Daily
Apartment
324
1,176,791
26
Female
12,042
Divorced
1
High School
Self-Employed
33.2468
Rural
Comprehensive
null
15
454
6
2024-02-05 15:21:39.123711
Good
Yes
Weekly
Condo
506
1,176,792
50
Female
26,776
Single
2
High School
Employed
42.848186
Suburban
Comprehensive
2
11
null
3
2024-02-29 15:21:39.237118
Poor
No
Daily
House
3,133
1,176,793
43
Female
15,284
Single
4
Bachelor's
Self-Employed
47.81361
Urban
Basic
2
18
554
8
2024-08-12 15:21:39.134960
Poor
Yes
Rarely
Condo
119
1,176,794
33
Female
95,828
Single
3
High School
Self-Employed
19.416627
Suburban
Basic
0
15
455
8
2024-05-14 15:21:39.261856
Good
Yes
Weekly
Apartment
990
1,176,795
34
Male
42,034
Divorced
4
High School
Employed
9.051078
Urban
Premium
null
16
457
5
2024-06-24 15:21:39.134960
Poor
No
Daily
House
487
1,176,796
57
Male
null
Single
1
PhD
Employed
48.335814
Urban
Basic
2
0
307
3
2023-02-17 15:21:39.256696
Poor
Yes
Rarely
Condo
1,419
1,176,797
39
Female
108,901
Married
4
PhD
Employed
7.091779
Urban
Basic
0
0
847
8
2022-04-02 15:21:39.088124
Poor
Yes
Monthly
House
372
1,176,798
42
Male
4,988
Single
0
High School
null
19.307935
Rural
Comprehensive
2
16
848
8
2023-12-09 15:21:39.190215
Average
No
Weekly
Apartment
1,447
1,176,799
34
Male
120,878
Divorced
3
Bachelor's
Unemployed
19.137915
Rural
Comprehensive
2
19
749
5
2024-06-05 15:21:39.179186
Poor
Yes
Weekly
Apartment
1,836