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
28,800
33
Female
68,821
Married
3
Master's
Self-Employed
13.812668
Urban
Basic
1
18
848
7
2022-04-27 15:21:39.155231
Average
No
Weekly
House
196
28,801
58
Male
3,738
Divorced
null
High School
Self-Employed
20.84778
Suburban
Premium
4
15
null
3
2020-12-04 15:21:39.285112
Good
Yes
Weekly
Condo
1,460
28,802
22
Male
26,709
Divorced
2
Master's
Employed
10.787917
Rural
Premium
2
7
843
4
2020-12-20 15:21:39.155231
null
Yes
Daily
Condo
2,956
28,803
50
Male
8,072
Married
1
Bachelor's
Employed
52.581785
Suburban
Comprehensive
null
4
766
1
2023-06-18 15:21:39.175719
Poor
Yes
Daily
House
437
28,804
45
Male
10,637
Married
0
Master's
Unemployed
22.144915
Urban
Basic
2
13
null
1
2022-10-29 15:21:39.237118
Poor
Yes
Weekly
House
1,150
28,805
42
Female
39,743
Divorced
4
PhD
null
17.376787
Rural
Basic
null
5
476
8
2020-11-06 15:21:39.245086
Average
Yes
Weekly
Apartment
748
28,806
29
Female
76,583
Single
4
Master's
Unemployed
27.98598
Suburban
Basic
3
18
509
2
2019-10-21 15:21:39.154008
Average
Yes
Weekly
Apartment
1,432
28,807
23
Male
11,551
Married
0
High School
Unemployed
26.935274
Urban
Basic
null
2
748
1
2022-09-16 15:21:39.134960
Poor
No
Weekly
Condo
742
28,808
29
Female
25,602
Married
0
PhD
Unemployed
10.926343
Suburban
Comprehensive
null
16
718
6
2023-11-22 15:21:39.244069
Average
Yes
Daily
Condo
2,411
28,809
38
Female
4,433
Divorced
4
Bachelor's
Unemployed
17.29363
Suburban
Basic
null
4
471
1
2021-10-25 15:21:39.237118
Average
Yes
Daily
Apartment
819
28,810
30
Male
16,696
Married
0
High School
Employed
29.367857
Rural
Comprehensive
null
19
595
4
2020-08-28 15:21:39.096739
Poor
Yes
Weekly
Apartment
1,628
28,811
18
Female
null
Divorced
3
Master's
null
15.713619
Rural
Comprehensive
3
16
849
8
2021-08-07 15:21:39.134960
Average
Yes
Monthly
Condo
225
28,812
30
Male
142,967
Married
3
PhD
null
25.712636
Rural
Premium
null
4
693
2
2023-09-30 15:21:39.155231
Good
No
Daily
House
124
28,813
37
Male
4,718
Single
4
Master's
null
19.0825
Suburban
Basic
2
18
583
1
2023-08-05 15:21:39.185215
Poor
No
Rarely
House
3,567
28,814
24
Female
712
Married
2
Master's
null
13.639096
Urban
Premium
0
6
581
7
2021-10-01 15:21:39.155231
null
No
Weekly
Apartment
981
28,815
23
Male
9,923
Married
2
High School
Employed
44.513327
Suburban
Basic
null
4
482
9
2024-03-06 15:21:39.155231
Good
Yes
Weekly
House
1,150
28,816
51
Female
44,743
Single
2
High School
Self-Employed
35.520346
Urban
Premium
1
0
753
5
2020-01-09 15:21:39.168099
Average
Yes
Weekly
Condo
542
28,817
52
Female
14,072
Divorced
2
Bachelor's
Unemployed
22.956599
Urban
Basic
0
7
null
2
2022-05-21 15:21:39.155231
Average
No
Rarely
Condo
1,420
28,818
21
Female
5,785
Divorced
0
High School
null
20.72286
Rural
Basic
2
7
665
9
2022-08-04 15:21:39.086123
null
No
Rarely
Condo
2,268
28,819
35
Male
5,600
Divorced
0
Bachelor's
Employed
36.281173
Suburban
Comprehensive
1
17
348
7
2020-12-02 15:21:39.264504
null
Yes
Rarely
House
713
28,820
33
Female
null
Divorced
1
High School
null
49.185854
Rural
Premium
0
1
736
7
2020-11-10 15:21:39.167099
Average
No
Monthly
Condo
260
28,821
32
Female
20,288
Single
1
Master's
Unemployed
4.669984
Suburban
Premium
0
1
827
3
2024-03-02 15:21:39.289099
Good
Yes
Daily
House
581
28,822
52
Male
93,749
Divorced
null
Master's
null
43.066365
Urban
Premium
0
12
455
9
2022-03-29 15:21:39.155231
Average
No
Weekly
House
1,135
28,823
51
Female
4,918
Married
2
PhD
Unemployed
19.139831
Suburban
Premium
0
1
null
4
2024-03-16 15:21:39.155231
Good
Yes
Rarely
Apartment
2,465
28,824
42
Male
41,876
Divorced
0
PhD
null
29.496918
Urban
Comprehensive
null
19
785
3
2022-11-09 15:21:39.217387
Good
Yes
Monthly
Condo
75
28,825
54
Female
82,301
Married
0
PhD
Unemployed
33.996737
Urban
Premium
0
10
441
9
2023-03-01 15:21:39.151732
Poor
Yes
Daily
Apartment
1,893
28,826
31
Male
59,675
Divorced
null
PhD
null
29.929585
Suburban
Basic
null
3
391
6
2023-03-31 15:21:39.244069
Good
Yes
Rarely
Condo
849
28,827
null
Female
28,693
Divorced
null
PhD
Unemployed
43.20426
Urban
Comprehensive
1
4
501
6
2023-06-04 15:21:39.082499
Poor
No
Rarely
House
331
28,828
38
Male
24,881
Single
4
High School
Unemployed
16.599914
Suburban
Premium
null
13
534
5
2021-09-12 15:21:39.151732
Average
No
Weekly
Apartment
727
28,829
39
Female
14,768
Divorced
0
High School
null
10.471628
Suburban
Premium
1
13
null
5
2021-08-22 15:21:39.155231
null
No
Daily
Condo
1,453
28,830
26
Male
null
Single
3
Master's
null
22.838181
Suburban
Comprehensive
1
13
613
7
2022-12-01 15:21:39.113566
Poor
Yes
Monthly
Condo
356
28,831
30
Male
67,530
null
null
Bachelor's
Unemployed
36.897604
Suburban
Premium
2
15
562
5
2023-03-04 15:21:39.237118
null
No
Monthly
Condo
790
28,832
53
Male
40,825
Single
0
PhD
Self-Employed
13.744977
Urban
Basic
null
17
461
3
2021-08-04 15:21:39.134960
Average
No
Rarely
House
464
28,833
22
Female
95,855
Married
3
High School
Unemployed
42.893715
Urban
Premium
1
7
null
7
2020-03-10 15:21:39.173834
null
No
Daily
House
2,769
28,834
23
Female
33,010
Divorced
null
PhD
Self-Employed
39.252842
Rural
Comprehensive
0
11
716
4
2023-08-28 15:21:39.132191
Average
No
Monthly
Apartment
852
28,835
48
Male
73,533
Single
1
Master's
null
23.739711
Suburban
Basic
1
19
591
4
2023-02-14 15:21:39.270454
null
No
Monthly
House
3,341
28,836
60
Female
89,926
Divorced
0
Bachelor's
Unemployed
33.252342
Urban
Basic
0
16
null
3
2020-08-11 15:21:39.172097
Average
Yes
Monthly
House
229
28,837
45
Male
8,728
Divorced
2
Master's
null
18.638799
Rural
Basic
2
16
537
1
2022-06-05 15:21:39.134960
Good
Yes
Monthly
Apartment
582
28,838
57
Male
57,650
Married
4
Master's
Employed
26.406615
Rural
Premium
0
2
586
9
2020-02-08 15:21:39.180553
Average
No
Monthly
Condo
49
28,839
27
Female
5,976
Single
4
PhD
Unemployed
23.051845
Rural
Comprehensive
1
19
642
1
2023-12-23 15:21:39.084065
Poor
No
Monthly
Apartment
899
28,840
44
Male
18,791
Single
1
Master's
null
4.131552
Suburban
Comprehensive
2
4
520
6
2024-04-18 15:21:39.237118
Good
No
Monthly
Apartment
709
28,841
30
Female
null
Divorced
0
High School
null
50.290861
Urban
Basic
null
17
349
7
2024-02-22 15:21:39.267454
Average
Yes
Rarely
Apartment
393
28,842
25
Male
2,746
Divorced
0
High School
Employed
19.812977
Suburban
Comprehensive
2
4
null
1
2020-06-21 15:21:39.230483
Average
Yes
Rarely
Apartment
2,056
28,843
23
Female
39,766
Married
3
Bachelor's
null
45.834784
Rural
Basic
1
5
806
3
2020-03-12 15:21:39.134960
Good
Yes
Daily
Condo
514
28,844
28
Female
106,856
Single
2
PhD
Self-Employed
51.083772
Suburban
Basic
0
15
null
5
2023-11-20 15:21:39.134960
Good
Yes
Rarely
Condo
359
28,845
64
Male
749
Single
4
High School
Employed
39.54765
Urban
Basic
1
2
431
1
2024-07-28 15:21:39.237118
Good
No
Daily
Apartment
1,166
28,846
20
Female
77,227
Single
1
High School
Employed
19.674611
Rural
Premium
null
9
466
2
2023-10-01 15:21:39.194829
Poor
Yes
Rarely
House
383
28,847
55
Male
3,076
Divorced
1
PhD
Unemployed
39.097735
Urban
Premium
null
9
832
7
2021-12-27 15:21:39.155231
Poor
Yes
Monthly
Condo
177
28,848
37
Male
37,407
Single
1
Bachelor's
Unemployed
19.06236
Rural
Basic
0
1
449
5
2022-01-09 15:21:39.290098
Average
Yes
Rarely
Apartment
2,114
28,849
35
Male
75,812
Married
2
High School
null
17.964995
Rural
Basic
null
12
365
6
2023-04-21 15:21:39.180553
null
Yes
Monthly
Apartment
515
28,850
19
Female
12,072
Married
1
High School
null
9.624875
Suburban
Comprehensive
0
6
685
4
2022-09-30 15:21:39.081504
Good
Yes
Rarely
House
783
28,851
19
Female
3,537
Divorced
3
PhD
Unemployed
9.997674
Rural
Basic
null
17
492
4
2024-06-10 15:21:39.261856
Good
No
Monthly
Condo
855
28,852
48
Male
40,275
Divorced
1
High School
Unemployed
26.381904
Suburban
Basic
0
12
596
3
2020-04-07 15:21:39.120168
Average
Yes
Monthly
House
1,248
28,853
43
Male
3,034
Single
1
PhD
null
22.130013
Rural
Comprehensive
2
16
550
7
2022-03-03 15:21:39.283783
Good
Yes
Rarely
Condo
68
28,854
51
Female
6,968
Divorced
2
Bachelor's
Self-Employed
26.377429
Urban
Basic
null
2
790
3
2020-09-29 15:21:39.261856
Good
No
Rarely
House
629
28,855
58
Female
61,928
Divorced
2
Master's
Employed
30.827822
Suburban
Basic
1
2
444
7
2019-12-25 15:21:39.235012
Good
Yes
Weekly
Condo
1,977
28,856
36
Female
16,076
Single
0
PhD
Self-Employed
null
Suburban
Comprehensive
null
17
586
6
2022-10-15 15:21:39.155231
Average
Yes
Rarely
Condo
714
28,857
33
Female
3,345
Single
0
PhD
null
31.566717
Suburban
Premium
3
19
813
1
2021-01-16 15:21:39.155231
Average
No
Rarely
Apartment
1,044
28,858
54
Female
52,653
Single
2
PhD
Employed
21.837926
Urban
Comprehensive
1
14
422
1
2023-06-20 15:21:39.280784
Poor
No
Monthly
Apartment
1,070
28,859
36
Male
82,311
Divorced
4
High School
Employed
52.122496
Rural
Comprehensive
1
15
608
7
2023-08-27 15:21:39.208842
Average
Yes
Weekly
House
915
28,860
63
Male
12,042
Divorced
1
Bachelor's
Employed
34.908408
Rural
Comprehensive
1
13
754
6
2022-02-21 15:21:39.237118
Average
No
Daily
Apartment
686
28,861
57
Male
3,135
Married
2
Master's
Unemployed
30.172616
Urban
Comprehensive
2
9
515
7
2022-12-02 15:21:39.277975
Average
No
Monthly
House
943
28,862
21
Male
5,897
Single
3
Bachelor's
null
27.16071
Rural
Comprehensive
null
19
656
2
2023-11-18 15:21:39.087123
Average
Yes
Rarely
Apartment
2,064
28,863
49
Male
17,991
Divorced
1
High School
Unemployed
38.859366
Urban
Premium
1
19
690
5
2020-03-23 15:21:39.091080
Good
No
Monthly
Condo
564
28,864
23
Female
24,881
Single
null
Master's
Employed
31.946503
Rural
Comprehensive
2
8
456
6
2021-05-02 15:21:39.147735
Poor
Yes
Monthly
Apartment
595
28,865
24
Female
3,565
Married
2
High School
null
10.848362
Suburban
Basic
1
3
null
8
2023-02-05 15:21:39.223901
Average
Yes
Weekly
Apartment
2,146
28,866
20
Female
17,096
Married
1
PhD
Self-Employed
33.596623
Urban
Premium
0
17
573
6
2023-02-04 15:21:39.134960
Good
Yes
Weekly
Apartment
130
28,867
37
Female
65,832
Married
2
High School
null
12.749047
Suburban
Premium
null
0
328
4
2019-11-03 15:21:39.154008
Average
No
Monthly
House
638
28,868
63
Female
23,604
Divorced
0
Master's
Self-Employed
36.935004
Urban
Premium
0
2
null
4
2021-04-11 15:21:39.148733
Good
Yes
Daily
Apartment
681
28,869
null
Male
9,839
Married
3
PhD
Employed
27.865331
Suburban
Comprehensive
1
0
343
9
2021-12-09 15:21:39.151732
Average
Yes
Rarely
Condo
3,320
28,870
62
Male
35,748
Married
1
PhD
Self-Employed
19.676624
Rural
Basic
0
19
481
7
2023-03-20 15:21:39.285112
Poor
No
Monthly
Apartment
1,348
28,871
57
Female
16,306
Single
null
Master's
Employed
17.284095
Rural
Basic
null
14
744
2
2019-11-14 15:21:39.197445
Good
No
Daily
Apartment
719
28,872
56
Male
26,459
Single
0
Master's
null
23.141364
Rural
Comprehensive
4
11
null
9
2019-08-18 15:21:39.134960
null
Yes
Daily
House
1,605
28,873
49
Female
94,532
Divorced
4
High School
null
51.585341
Urban
Premium
1
6
706
1
2023-10-11 15:21:39.134960
Average
No
Monthly
Condo
1,017
28,874
53
Female
72,489
Married
1
Bachelor's
Self-Employed
30.583087
Rural
Premium
0
7
385
4
2024-04-15 15:21:39.214388
Good
Yes
Daily
House
860
28,875
40
Male
27,395
Divorced
0
Bachelor's
Self-Employed
14.485839
Rural
Basic
1
1
730
9
2021-04-28 15:21:39.167099
Average
No
Monthly
House
345
28,876
47
Male
52,682
Married
4
PhD
Unemployed
14.068328
Urban
Comprehensive
1
3
383
4
2024-02-14 15:21:39.155231
Poor
Yes
Monthly
Condo
2,772
28,877
64
Male
816
Married
1
PhD
Employed
23.927033
Rural
Premium
null
14
531
4
2019-08-29 15:21:39.265513
Average
Yes
Monthly
House
495
28,878
44
Male
72,784
null
3
High School
Employed
41.64552
Rural
Basic
3
9
674
4
2022-08-03 15:21:39.237118
Good
Yes
Rarely
Condo
250
28,879
25
Male
18,382
Single
2
Bachelor's
null
35.948925
Rural
Premium
0
17
634
7
2022-01-26 15:21:39.134960
Average
Yes
Daily
House
1,298
28,880
28
Female
6,846
Single
2
PhD
null
4.86382
Suburban
Basic
null
11
671
2
2020-12-01 15:21:39.096739
Good
Yes
Daily
Condo
2,295
28,881
22
Female
4,814
Single
0
High School
null
12.603548
Suburban
Comprehensive
3
18
441
6
2022-09-11 15:21:39.194829
Good
Yes
Weekly
Condo
762
28,882
62
Male
15,453
Married
null
High School
null
23.084608
Suburban
Premium
1
13
626
1
2021-11-13 15:21:39.244069
Average
Yes
Daily
Condo
2,054
28,883
62
Female
4,190
Divorced
1
High School
Unemployed
10.086726
Rural
Premium
null
0
396
3
2023-12-15 15:21:39.237118
Poor
Yes
Monthly
House
1,204
28,884
49
Female
17,097
Married
3
PhD
null
36.72467
Suburban
Comprehensive
null
3
554
3
2023-10-05 15:21:39.134960
Poor
No
Rarely
Apartment
916
28,885
29
Female
44,904
Single
4
Bachelor's
null
39.742256
Suburban
Comprehensive
null
17
549
1
2023-09-08 15:21:39.134960
Good
No
Rarely
Condo
1,452
28,886
59
Male
4,210
Single
0
Master's
Unemployed
6.65875
Urban
Basic
3
17
737
2
2021-09-08 15:21:39.092127
null
Yes
Monthly
Condo
461
28,887
33
Male
null
Married
0
Bachelor's
Unemployed
8.594814
Urban
Basic
null
5
301
7
2020-05-16 15:21:39.087123
Average
Yes
Daily
Condo
2,132
28,888
53
Female
30,680
Single
2
Bachelor's
Self-Employed
35.414345
Suburban
Comprehensive
null
2
null
7
2022-02-20 15:21:39.100695
Poor
Yes
Rarely
Condo
4,081
28,889
33
Male
20,654
Divorced
1
PhD
Self-Employed
19.49287
Suburban
Comprehensive
1
19
699
8
2019-10-03 15:21:39.126661
Average
Yes
Rarely
Condo
732
28,890
59
Female
27,358
Married
0
High School
Employed
22.254061
Rural
Basic
null
15
675
8
2022-11-06 15:21:39.194829
Good
No
Rarely
Condo
959
28,891
21
Female
2,934
Divorced
2
Bachelor's
null
9.132438
Urban
Comprehensive
0
1
486
3
2020-01-11 15:21:39.097737
Poor
No
Monthly
Apartment
2,895
28,892
40
Female
89,924
null
2
Bachelor's
Self-Employed
42.908571
Rural
Comprehensive
2
12
472
6
2023-03-05 15:21:39.155231
Average
No
Rarely
House
1,797
28,893
25
Male
2,057
Married
4
High School
Self-Employed
26.818584
Suburban
Basic
null
17
477
1
2022-01-22 15:21:39.210805
Good
Yes
Monthly
House
1,290
28,894
22
Male
null
Single
2
Bachelor's
Unemployed
16.80897
Rural
Premium
2
6
647
5
2020-07-06 15:21:39.155231
Poor
Yes
Daily
House
1,871
28,895
29
Female
23,142
Married
0
PhD
Employed
7.095828
Suburban
Comprehensive
0
9
null
2
2020-04-12 15:21:39.192212
Poor
No
Daily
Condo
753
28,896
null
Male
11,052
Single
null
High School
Unemployed
27.793866
Rural
Comprehensive
1
10
null
6
2020-06-26 15:21:39.198406
Poor
Yes
Weekly
House
790
28,897
48
Female
28,744
Divorced
2
Master's
null
33.058333
Urban
Basic
null
0
334
2
2020-05-16 15:21:39.092127
Poor
Yes
Weekly
House
813
28,898
41
Female
26,500
Divorced
4
High School
Employed
37.482411
Suburban
Premium
null
5
654
5
2020-08-15 15:21:39.258696
Average
Yes
Daily
Apartment
239
28,899
18
Male
42,310
Married
2
PhD
null
24.04896
Urban
Basic
0
18
619
5
2021-08-28 15:21:39.186212
Average
No
Monthly
House
1,864