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
7,900
57
Male
37,891
Single
0
PhD
Self-Employed
28.054099
Suburban
Premium
null
6
473
6
2022-05-22 15:21:39.085129
Poor
No
Rarely
House
539
7,901
34
Female
71,855
Divorced
3
Master's
Employed
50.282877
Rural
Comprehensive
2
1
415
5
2021-05-09 15:21:39.086123
Average
No
Daily
Apartment
471
7,902
57
Male
17,272
Married
4
Bachelor's
null
34.917247
Suburban
Basic
null
3
607
5
2024-06-30 15:21:39.081504
Poor
No
Daily
Condo
34
7,903
24
Female
33,493
Single
2
Master's
Unemployed
13.867937
Suburban
Premium
null
16
498
1
2021-11-03 15:21:39.144722
Poor
No
Weekly
Condo
236
7,904
18
Male
669
Single
2
High School
Unemployed
null
Suburban
Premium
1
19
528
6
2019-10-20 15:21:39.096739
Average
No
Daily
Condo
831
7,905
33
Male
6,841
Single
1
High School
Self-Employed
16.88009
Rural
Comprehensive
null
15
null
3
2020-01-05 15:21:39.231531
Average
No
Daily
Apartment
829
7,906
28
Male
3,063
Single
3
PhD
Self-Employed
52.409501
Urban
Comprehensive
1
19
null
6
2020-08-13 15:21:39.274993
Poor
Yes
Daily
Apartment
1,602
7,907
49
Male
26,089
Divorced
4
PhD
Employed
14.874697
Urban
Premium
0
12
577
3
2024-06-13 15:21:39.273973
Average
Yes
Monthly
House
668
7,908
64
Male
67,890
Divorced
2
PhD
Unemployed
19.183911
Rural
Basic
0
14
333
5
2022-10-14 15:21:39.167099
null
Yes
Monthly
Condo
3,237
7,909
61
Male
1,330
Divorced
3
PhD
Unemployed
41.911312
Suburban
Premium
0
9
809
4
2023-10-02 15:21:39.182597
Good
Yes
Monthly
Apartment
4,142
7,910
34
Male
40,797
Divorced
4
Bachelor's
Self-Employed
27.578714
Rural
Basic
null
9
450
4
2022-11-26 15:21:39.124659
Average
Yes
Monthly
House
1,422
7,911
28
Female
108,816
Single
1
PhD
Employed
16.73865
Urban
Comprehensive
null
1
407
2
2024-05-20 15:21:39.150730
Poor
Yes
Monthly
Condo
912
7,912
42
Male
47,427
Divorced
0
High School
Unemployed
44.994043
Suburban
Basic
1
3
320
6
2024-03-24 15:21:39.252145
Poor
No
Daily
Condo
501
7,913
25
Male
65,849
Divorced
0
Master's
Employed
18.46953
Suburban
Basic
0
6
342
8
2020-08-04 15:21:39.232526
Poor
Yes
Daily
House
698
7,914
54
Male
38,612
Divorced
2
Bachelor's
Employed
38.258675
Rural
Premium
1
18
677
2
2023-04-26 15:21:39.093681
Poor
Yes
Weekly
Apartment
2,869
7,915
39
Male
43,790
Divorced
2
Bachelor's
Unemployed
3.923207
Rural
Basic
2
0
729
2
2022-03-12 15:21:39.095696
Poor
No
Daily
Apartment
1,607
7,916
39
Male
80,530
Single
4
Bachelor's
null
25.620855
Suburban
Comprehensive
0
16
394
1
2023-09-24 15:21:39.237118
Good
Yes
Rarely
House
2,558
7,917
64
Female
28,163
Single
3
PhD
Self-Employed
48.979187
Urban
Premium
2
5
710
2
2020-02-03 15:21:39.187211
Good
Yes
Rarely
Apartment
1,737
7,918
56
Female
13,791
Divorced
2
High School
null
9.955881
Urban
Comprehensive
1
7
799
2
2020-06-16 15:21:39.121169
Good
Yes
Weekly
House
843
7,919
32
Male
935
Single
4
PhD
Self-Employed
36.737864
Urban
Comprehensive
2
13
null
9
2023-05-15 15:21:39.198406
Good
Yes
Rarely
Condo
923
7,920
61
Female
null
Single
3
High School
Unemployed
40.193631
Rural
Premium
0
18
402
7
2023-10-18 15:21:39.134960
Good
No
Monthly
House
531
7,921
44
Male
38,588
Married
2
PhD
Unemployed
19.165417
Rural
Basic
2
13
751
6
2023-02-23 15:21:39.134960
Average
No
Weekly
Condo
2,611
7,922
45
Female
29,861
Married
3
High School
Employed
49.977222
Suburban
Basic
0
10
684
7
2023-05-29 15:21:39.134960
Average
No
Rarely
House
1,067
7,923
26
Male
64,016
Single
0
High School
Employed
45.81739
Urban
Premium
3
19
847
2
2020-11-20 15:21:39.134960
Good
Yes
Daily
House
3,385
7,924
43
Female
18,194
Single
4
High School
Employed
4.353434
Rural
Premium
1
18
849
8
2024-01-25 15:21:39.285112
Average
No
Weekly
House
78
7,925
58
Male
5,947
Married
1
PhD
Employed
21.723492
Suburban
Premium
2
14
541
8
2022-05-13 15:21:39.226954
Average
Yes
Rarely
Apartment
726
7,926
44
Female
43,433
Single
0
Bachelor's
Employed
22.080174
Suburban
Comprehensive
null
18
513
9
2021-12-01 15:21:39.155231
Good
No
Monthly
Apartment
824
7,927
null
Female
29,573
Single
4
Bachelor's
Employed
19.739162
Suburban
Premium
null
9
533
1
2023-06-15 15:21:39.134960
Poor
No
Monthly
Condo
837
7,928
20
Male
3,067
Single
null
Bachelor's
null
20.781858
Suburban
Premium
0
15
461
1
2022-11-22 15:21:39.090124
Poor
No
Daily
House
3,088
7,929
61
Female
7,095
Divorced
0
PhD
Self-Employed
23.025416
Rural
Premium
1
11
590
8
2022-11-04 15:21:39.097737
Poor
No
Monthly
Condo
905
7,930
58
Male
94,538
Single
4
Master's
Employed
11.147897
Suburban
Comprehensive
null
16
315
3
2023-06-05 15:21:39.090124
Good
Yes
Rarely
Apartment
29
7,931
28
Male
114,874
Divorced
1
High School
Unemployed
14.168724
Rural
Comprehensive
0
10
452
8
2023-11-16 15:21:39.194829
Average
Yes
Rarely
Apartment
537
7,932
48
Male
17,091
Divorced
2
Bachelor's
null
10.836942
Rural
Basic
null
10
464
6
2023-05-24 15:21:39.091080
Poor
Yes
Daily
Condo
647
7,933
51
Female
85,717
Divorced
3
High School
Self-Employed
33.564671
Urban
Comprehensive
0
4
386
7
2021-06-04 15:21:39.092127
null
No
Rarely
Apartment
3,091
7,934
63
Female
4,925
Married
0
High School
Employed
29.567299
Rural
Basic
1
7
643
9
2020-11-29 15:21:39.260856
null
No
Daily
House
1,206
7,935
30
Female
29,407
Single
1
Bachelor's
Unemployed
33.836583
Rural
Basic
1
8
766
2
2023-09-29 15:21:39.171102
Good
Yes
Weekly
Condo
653
7,936
36
Male
55,190
Married
1
Master's
Unemployed
16.952529
Urban
Basic
1
19
710
7
2021-10-06 15:21:39.134960
null
No
Rarely
Apartment
2,427
7,937
21
Female
24,226
Single
null
High School
Self-Employed
21.058336
Rural
Comprehensive
null
2
310
2
2022-09-20 15:21:39.221386
Poor
Yes
Rarely
House
954
7,938
61
Male
5,225
Single
1
PhD
Unemployed
33.487526
Suburban
Basic
0
14
623
4
2023-07-22 15:21:39.237118
Good
Yes
Rarely
Apartment
1,559
7,939
47
Male
1,322
Divorced
4
High School
Unemployed
42.844392
Urban
Comprehensive
2
18
638
5
2023-07-11 15:21:39.134960
Good
No
Rarely
House
807
7,940
42
Male
90,698
Divorced
1
Master's
Employed
13.59019
Urban
Premium
0
0
402
5
2023-08-13 15:21:39.104139
Average
Yes
Rarely
Apartment
477
7,941
33
Male
44,973
Divorced
3
High School
null
17.354464
Urban
Premium
null
2
764
8
2023-11-15 15:21:39.206847
Poor
No
Rarely
Condo
574
7,942
40
Female
29,377
Single
0
High School
Unemployed
15.719627
Suburban
Basic
1
15
729
4
2021-09-19 15:21:39.175719
Poor
Yes
Daily
House
1,715
7,943
32
Female
15,791
Divorced
3
Master's
Employed
15.684037
Rural
Basic
0
16
806
7
2023-07-22 15:21:39.237118
Average
No
Rarely
Apartment
2,624
7,944
28
Male
28,335
Married
1
Master's
Unemployed
12.848659
Urban
Comprehensive
1
8
750
8
2021-02-25 15:21:39.289099
Poor
No
Daily
Condo
875
7,945
49
Male
12,791
Married
2
High School
Employed
36.002937
Suburban
Premium
1
18
null
8
2023-06-25 15:21:39.154008
Average
No
Rarely
Condo
511
7,946
21
Female
5,340
Single
0
High School
Self-Employed
7.854173
Urban
Comprehensive
2
9
461
6
2023-02-13 15:21:39.110557
null
Yes
Monthly
House
611
7,947
20
Male
59,563
Married
1
High School
Employed
41.569283
Suburban
Premium
null
4
485
8
2024-07-02 15:21:39.246098
Average
No
Rarely
Condo
2,120
7,948
40
Male
1,235
Single
3
PhD
Self-Employed
26.270716
Rural
Basic
0
10
805
3
2023-12-19 15:21:39.237118
null
No
Rarely
House
1,482
7,949
64
Male
25,330
Married
2
Bachelor's
Self-Employed
22.935542
Suburban
Premium
2
10
null
8
2021-11-22 15:21:39.214388
Poor
No
Monthly
Condo
2,087
7,950
47
Male
16,944
Single
4
PhD
null
29.834796
Rural
Basic
null
17
478
2
2019-09-25 15:21:39.285112
Average
No
Monthly
Apartment
120
7,951
56
Female
30,892
Married
null
Bachelor's
null
18.624187
Rural
Basic
1
7
821
1
2021-02-24 15:21:39.273973
Poor
No
Weekly
Apartment
532
7,952
56
Male
13,067
Divorced
4
Bachelor's
Employed
13.71886
Urban
Basic
null
1
672
3
2020-04-06 15:21:39.237118
Poor
Yes
Weekly
Apartment
2,520
7,953
59
Female
104,624
Divorced
3
High School
Self-Employed
46.776041
Urban
Premium
2
14
767
7
2023-11-07 15:21:39.237118
null
No
Weekly
Apartment
1,121
7,954
39
Female
10,454
Divorced
1
High School
Unemployed
24.471666
Suburban
Premium
null
5
795
1
2022-03-09 15:21:39.150730
Poor
No
Weekly
House
3,085
7,955
42
Female
24,997
Divorced
4
PhD
Self-Employed
null
Rural
Comprehensive
0
6
769
7
2021-03-06 15:21:39.222387
Good
Yes
Weekly
Condo
893
7,956
38
Male
54,366
Divorced
4
Bachelor's
Employed
39.05449
Rural
Premium
null
17
759
9
2021-11-30 15:21:39.154008
Poor
No
Monthly
Apartment
412
7,957
22
Male
44,579
Single
0
Master's
null
9.82951
Suburban
Premium
null
3
688
2
2020-08-02 15:21:39.155231
Poor
Yes
Weekly
House
1,027
7,958
32
Male
8,881
Single
null
High School
Employed
18.058678
Urban
Basic
null
5
803
2
2020-08-03 15:21:39.192212
Average
No
Monthly
Apartment
473
7,959
38
Male
116,094
Married
2
Bachelor's
Self-Employed
24.586619
Rural
Basic
1
10
554
8
2019-11-22 15:21:39.257696
Average
Yes
Daily
Condo
2,480
7,960
61
Male
1,267
Divorced
null
Master's
Self-Employed
37.167711
Rural
Comprehensive
2
7
772
3
2020-11-15 15:21:39.134960
Average
No
Monthly
Condo
1,405
7,961
34
Male
15,641
Divorced
0
Master's
Unemployed
34.913159
Rural
Basic
null
13
null
6
2024-07-23 15:21:39.082499
Good
Yes
Daily
Condo
715
7,962
47
Male
83,927
Single
1
Bachelor's
null
19.491197
Urban
Comprehensive
0
2
370
6
2021-06-27 15:21:39.095696
Average
No
Weekly
Apartment
839
7,963
25
Female
63,575
Married
1
High School
Employed
11.631104
Rural
Premium
0
2
449
3
2020-10-12 15:21:39.096739
Good
No
Monthly
House
1,431
7,964
30
Male
7,876
Divorced
4
High School
Self-Employed
5.976318
Urban
Comprehensive
1
13
761
5
2023-06-15 15:21:39.105192
Average
No
Daily
Apartment
1,452
7,965
43
Female
63,011
Divorced
1
PhD
Self-Employed
14.086637
Urban
Premium
0
0
451
8
2022-11-30 15:21:39.191219
Average
Yes
Monthly
Condo
563
7,966
40
Male
24,299
Married
4
Master's
null
24.848822
Urban
Premium
null
14
558
2
2022-12-18 15:21:39.155231
Good
Yes
Weekly
Apartment
1,373
7,967
64
Female
24,605
Married
4
Bachelor's
Self-Employed
null
Suburban
Basic
null
1
720
7
2019-09-12 15:21:39.282785
Average
No
Rarely
House
1,249
7,968
21
Male
null
Divorced
0
Master's
null
21.958888
Suburban
Comprehensive
null
2
716
4
2022-12-15 15:21:39.134960
null
Yes
Rarely
Apartment
2,430
7,969
55
Female
44,213
Married
4
PhD
Employed
32.542204
Rural
Basic
0
9
791
7
2020-08-13 15:21:39.177724
Poor
Yes
Monthly
Apartment
1,491
7,970
58
Male
5,530
Single
2
Master's
Employed
35.896558
Rural
Comprehensive
1
7
782
8
2020-09-23 15:21:39.128286
Average
No
Weekly
Apartment
1,838
7,971
48
Female
919
Married
4
Bachelor's
Unemployed
20.099743
Rural
Basic
2
17
674
2
2023-07-29 15:21:39.276901
Good
No
Weekly
Apartment
788
7,972
30
Male
26,985
Married
4
PhD
null
39.067908
Suburban
Premium
0
16
543
1
2023-09-09 15:21:39.114118
Average
No
Monthly
Apartment
469
7,973
null
Male
43,321
Married
0
Master's
Employed
17.055507
Urban
Comprehensive
1
2
732
5
2024-04-18 15:21:39.185215
Poor
No
Weekly
Apartment
857
7,974
23
Female
16,076
Divorced
4
Master's
Unemployed
14.979755
Urban
Comprehensive
0
5
551
7
2023-07-13 15:21:39.226954
Good
Yes
Rarely
Apartment
26
7,975
63
Male
16,069
Married
4
PhD
Self-Employed
3.690917
Suburban
Basic
null
0
474
5
2021-02-07 15:21:39.170099
Poor
Yes
Daily
House
478
7,976
42
Male
29,069
Married
2
Master's
Self-Employed
18.955307
Rural
Comprehensive
0
3
474
6
2024-03-20 15:21:39.263607
Average
Yes
Rarely
House
1,269
7,977
58
Male
24,237
Single
4
High School
Self-Employed
24.558943
Suburban
Basic
1
3
849
6
2020-12-18 15:21:39.098696
Poor
Yes
Daily
House
748
7,978
63
Male
759
Divorced
1
Bachelor's
null
46.664791
Rural
Premium
2
16
679
6
2021-07-08 15:21:39.237118
Poor
No
Daily
Apartment
592
7,979
29
Male
1,025
Divorced
2
PhD
Employed
49.56914
Urban
Comprehensive
null
19
713
9
2022-09-28 15:21:39.226954
Poor
Yes
Rarely
Apartment
3,126
7,980
26
Male
63,733
Married
4
PhD
Employed
44.366591
Suburban
Premium
0
8
391
7
2023-01-18 15:21:39.237118
Poor
No
Weekly
Apartment
1,643
7,981
62
Male
null
Divorced
0
PhD
Unemployed
14.944674
Rural
Basic
0
6
434
3
2023-12-08 15:21:39.122134
Good
No
Weekly
Condo
622
7,982
53
Female
13,785
Married
null
Bachelor's
null
37.624426
Urban
Comprehensive
2
19
607
1
2024-07-02 15:21:39.226954
Average
Yes
Rarely
Apartment
582
7,983
50
Male
72,920
Divorced
0
Master's
Self-Employed
49.868413
Urban
Premium
1
13
345
6
2021-10-25 15:21:39.166062
Average
Yes
Monthly
Apartment
1,093
7,984
45
Female
44,768
Married
0
Bachelor's
Employed
30.060941
Urban
Premium
1
7
null
5
2024-03-15 15:21:39.271453
Good
No
Rarely
Condo
823
7,985
57
Male
132,687
Married
1
PhD
Self-Employed
14.283823
Rural
Premium
1
5
488
5
2022-04-27 15:21:39.226954
Poor
No
Weekly
Condo
3,968
7,986
63
Male
28,003
Married
3
Master's
Self-Employed
6.901737
Rural
Comprehensive
null
9
577
9
2021-06-19 15:21:39.155231
Poor
No
Daily
Apartment
985
7,987
57
Male
22,480
Divorced
1
High School
Self-Employed
9.685849
Urban
Premium
1
0
null
7
2023-10-16 15:21:39.120168
Poor
No
Monthly
Condo
2,427
7,988
30
Female
13,718
Divorced
4
High School
null
18.912299
Urban
Basic
null
1
488
3
2021-05-10 15:21:39.134960
Poor
Yes
Daily
House
789
7,989
58
Male
46,483
Divorced
null
PhD
Unemployed
6.826544
Urban
Premium
null
0
498
7
2024-01-23 15:21:39.165120
Poor
Yes
Daily
Condo
150
7,990
28
Female
35,153
Single
4
Bachelor's
Employed
6.623923
Urban
Comprehensive
0
11
null
8
2021-02-24 15:21:39.094752
Average
Yes
Weekly
Condo
1,556
7,991
31
Female
31,006
Single
4
High School
null
13.856299
Suburban
Premium
null
19
690
3
2021-05-16 15:21:39.087123
Poor
No
Rarely
House
1,029
7,992
63
Female
7,981
Single
4
PhD
Unemployed
null
Suburban
Comprehensive
1
18
616
2
2020-07-14 15:21:39.134960
Poor
No
Monthly
Apartment
607
7,993
24
Male
817
Married
1
Bachelor's
Self-Employed
33.188965
Suburban
Premium
1
2
684
2
2020-02-24 15:21:39.232526
Good
No
Weekly
Apartment
2,797
7,994
21
Female
3,998
Married
0
Master's
Employed
9.479799
Rural
Basic
0
9
648
7
2020-12-03 15:21:39.223390
Good
Yes
Daily
House
2,069
7,995
56
Male
43,469
Married
0
High School
Unemployed
28.372663
Urban
Premium
0
0
442
2
2024-04-23 15:21:39.251142
Good
Yes
Weekly
Condo
597
7,996
48
Female
69,740
Divorced
0
Master's
Unemployed
11.744361
Suburban
Basic
null
5
626
4
2020-12-14 15:21:39.155231
Good
No
Daily
House
45
7,997
37
Male
25,773
Single
4
High School
Employed
25.974173
Rural
Comprehensive
0
3
456
7
2022-09-20 15:21:39.155231
Good
Yes
Monthly
Condo
2,524
7,998
38
Male
54,158
Divorced
3
Master's
null
18.839225
Suburban
Premium
0
16
749
1
2019-09-08 15:21:39.218388
Good
No
Rarely
Condo
408
7,999
61
Female
94,931
Single
4
PhD
Employed
5.564992
Rural
Premium
1
3
434
3
2019-11-05 15:21:39.237118
Good
Yes
Rarely
Apartment
1,044