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
12,800
20
Male
null
Divorced
4
PhD
Employed
22.12796
Suburban
Basic
null
14
372
7
2022-04-21 15:21:39.261856
Average
No
Rarely
House
1,657
12,801
32
Male
20,991
Single
0
Bachelor's
Unemployed
40.176915
Urban
Comprehensive
0
1
641
5
2024-06-05 15:21:39.155231
null
Yes
Rarely
House
688
12,802
62
Female
17,227
Divorced
2
Bachelor's
Self-Employed
16.834184
Suburban
Comprehensive
3
14
712
1
2020-04-07 15:21:39.183598
Good
No
Monthly
Apartment
26
12,803
40
Female
557
Single
3
Master's
null
22.690023
Urban
Premium
2
13
530
6
2020-06-15 15:21:39.097737
Good
Yes
Weekly
Apartment
25
12,804
63
Male
11,575
Single
null
Master's
Unemployed
43.734111
Suburban
Premium
null
13
540
7
2021-07-07 15:21:39.196387
Good
Yes
Monthly
Apartment
718
12,805
39
Male
17,984
Married
2
Master's
Self-Employed
21.935003
Suburban
Premium
0
2
438
8
2019-10-04 15:21:39.112553
Poor
Yes
Rarely
Apartment
936
12,806
55
Female
28,377
Divorced
3
Master's
Unemployed
10.928337
Urban
Premium
null
12
731
6
2020-12-12 15:21:39.131192
Average
No
Monthly
House
142
12,807
22
Male
43,484
Married
4
PhD
Employed
25.45277
Rural
Premium
1
19
null
5
2021-08-31 15:21:39.118178
Poor
Yes
Monthly
Apartment
1,119
12,808
45
Male
2,978
Married
4
PhD
null
null
Rural
Basic
0
1
707
4
2021-11-26 15:21:39.194829
null
Yes
Rarely
Condo
688
12,809
49
Male
17,802
Married
1
PhD
Employed
20.664733
Rural
Comprehensive
null
17
807
4
2021-09-03 15:21:39.248098
Poor
No
Weekly
House
29
12,810
55
Male
36,758
Single
null
Bachelor's
Unemployed
29.998771
Rural
Comprehensive
null
1
518
5
2020-01-19 15:21:39.192212
Poor
No
Weekly
House
589
12,811
43
Male
20,292
Married
0
High School
null
11.093154
Urban
Premium
null
17
440
4
2023-04-28 15:21:39.166062
Good
Yes
Weekly
Condo
940
12,812
49
Male
8,051
Married
4
High School
null
11.944673
Rural
Comprehensive
1
8
738
1
2024-02-07 15:21:39.134960
Poor
No
Daily
Apartment
1,245
12,813
26
Male
24,480
Single
null
PhD
Unemployed
4.168531
Suburban
Basic
null
6
709
9
2021-03-15 15:21:39.237118
Good
Yes
Rarely
Condo
1,401
12,814
62
Female
143,386
Married
3
High School
Unemployed
38.166801
Suburban
Basic
null
18
431
5
2020-02-02 15:21:39.177724
null
No
Daily
Apartment
1,218
12,815
42
Male
52,709
Divorced
1
PhD
Employed
33.598039
Rural
Comprehensive
0
2
419
6
2019-11-10 15:21:39.201446
Poor
No
Monthly
House
489
12,816
26
Female
23,015
Married
1
Bachelor's
null
16.569588
Suburban
Premium
null
1
472
1
2024-02-20 15:21:39.126661
Average
No
Rarely
House
985
12,817
20
Male
1,520
Divorced
2
Bachelor's
null
39.137541
Suburban
Comprehensive
2
19
364
6
2020-01-08 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,448
12,818
33
Female
94,720
Single
1
Master's
Self-Employed
10.527501
Rural
Premium
1
2
437
3
2020-06-29 15:21:39.280784
Good
No
Monthly
Apartment
393
12,819
38
Female
30,751
Divorced
4
Bachelor's
Self-Employed
8.857853
Suburban
Premium
2
7
null
2
2020-10-23 15:21:39.092127
Good
No
Weekly
Apartment
619
12,820
36
Female
6,974
Married
4
Bachelor's
Employed
null
Suburban
Comprehensive
null
4
693
7
2022-11-11 15:21:39.210805
Poor
No
Daily
House
928
12,821
23
Female
2,654
Single
1
Bachelor's
null
9.192313
Suburban
Comprehensive
0
10
522
7
2020-10-24 15:21:39.100695
Poor
Yes
Daily
Condo
2,833
12,822
36
Male
30,600
Single
3
Bachelor's
Employed
33.597925
Suburban
Comprehensive
0
0
591
3
2021-11-08 15:21:39.190215
Average
No
Rarely
Apartment
1,795
12,823
24
Female
null
Divorced
2
High School
Self-Employed
19.504486
Rural
Basic
null
3
397
8
2023-04-29 15:21:39.279729
Poor
Yes
Rarely
House
607
12,824
53
Male
10,354
Single
0
High School
Employed
38.926806
Rural
Premium
2
12
841
8
2020-08-02 15:21:39.188220
null
Yes
Daily
House
111
12,825
43
Male
28,408
Single
2
Master's
Unemployed
22.82632
Urban
Comprehensive
null
16
672
1
2022-10-19 15:21:39.134960
Average
Yes
Weekly
House
128
12,826
50
Male
26,667
null
3
Bachelor's
Unemployed
20.564128
Urban
Premium
1
10
636
9
2023-02-19 15:21:39.226954
Good
No
Monthly
Apartment
685
12,827
57
Male
1,187
Married
2
High School
Employed
14.475077
Urban
Premium
2
16
null
9
2022-03-24 15:21:39.188220
Poor
Yes
Monthly
House
1,358
12,828
21
Female
3,622
Divorced
1
High School
Unemployed
28.441976
Suburban
Comprehensive
0
19
811
4
2022-01-27 15:21:39.081504
Good
Yes
Rarely
House
27
12,829
49
Female
null
Divorced
4
Master's
Unemployed
39.149961
Urban
Comprehensive
null
4
434
3
2021-05-25 15:21:39.185215
Poor
No
Rarely
Apartment
2,260
12,830
45
Female
44,260
Single
2
Master's
null
15.789319
Suburban
Basic
null
13
607
9
2023-10-25 15:21:39.229482
Good
Yes
Daily
House
2,108
12,831
20
Male
35,318
Married
0
Master's
null
31.337966
Suburban
Comprehensive
0
11
555
2
2020-01-16 15:21:39.095696
Poor
Yes
Monthly
Apartment
925
12,832
49
Male
37,000
Married
3
High School
Self-Employed
25.067987
Suburban
Comprehensive
0
17
null
6
2024-02-09 15:21:39.155231
Good
Yes
Rarely
Condo
2,224
12,833
27
Female
40,456
Divorced
4
Master's
Employed
19.835005
Rural
Comprehensive
0
14
null
1
2021-09-14 15:21:39.285112
Poor
No
Daily
Apartment
818
12,834
22
Male
34,656
Married
2
Master's
Self-Employed
43.396661
Rural
Premium
null
17
785
7
2022-03-18 15:21:39.155231
Average
No
Weekly
Condo
642
12,835
46
Female
2,989
Single
3
Bachelor's
Self-Employed
null
Suburban
Basic
2
12
null
7
2024-01-31 15:21:39.155231
Average
Yes
Weekly
Condo
880
12,836
52
Female
14,061
Married
4
Master's
null
29.955593
Rural
Basic
0
18
530
2
2021-09-18 15:21:39.134960
Poor
Yes
Daily
House
788
12,837
48
Female
34,241
Married
0
Bachelor's
Unemployed
16.169998
Suburban
Comprehensive
0
5
641
4
2022-02-18 15:21:39.134960
Average
Yes
Monthly
House
541
12,838
36
Male
101,322
Divorced
4
PhD
Employed
13.652468
Rural
Premium
0
15
322
6
2022-11-28 15:21:39.134960
Poor
No
Daily
Apartment
1,184
12,839
48
Male
39,000
Divorced
4
PhD
null
19.716995
Suburban
Comprehensive
null
16
749
1
2023-01-25 15:21:39.148733
Average
Yes
Rarely
House
1,426
12,840
23
Male
25,453
Married
3
Bachelor's
Unemployed
20.150197
Urban
Comprehensive
0
14
796
1
2020-01-06 15:21:39.278402
Average
No
Rarely
Apartment
305
12,841
18
Female
17,109
Divorced
4
Master's
Employed
28.769622
Rural
Basic
null
1
581
4
2020-12-19 15:21:39.237118
Poor
Yes
Rarely
House
1,597
12,842
37
Female
5,905
Single
1
PhD
Self-Employed
19.711895
Suburban
Comprehensive
1
12
835
3
2020-04-28 15:21:39.244069
Good
No
Daily
Condo
687
12,843
42
Male
29,058
Married
4
Bachelor's
Employed
3.937343
Rural
Comprehensive
1
17
662
2
2023-08-17 15:21:39.155231
Average
Yes
Daily
Apartment
442
12,844
63
Male
118,520
Married
4
Master's
Self-Employed
33.524533
Urban
Premium
0
12
423
2
2022-07-17 15:21:39.219432
Average
No
Rarely
Condo
1,619
12,845
60
Female
17,227
Divorced
4
High School
null
41.638921
Suburban
Premium
1
11
762
7
2024-07-05 15:21:39.283783
Average
No
Weekly
Apartment
831
12,846
28
Male
9,228
Divorced
1
Master's
null
30.183724
Urban
Basic
1
5
575
1
2019-10-09 15:21:39.095696
Good
No
Daily
Apartment
1,429
12,847
22
Female
null
Single
null
High School
null
12.836785
Suburban
Comprehensive
0
2
397
7
2021-03-06 15:21:39.124659
Average
No
Rarely
House
1,171
12,848
61
Female
16,062
Single
4
High School
Unemployed
36.923608
Suburban
Basic
null
16
null
3
2023-07-01 15:21:39.290098
Average
Yes
Weekly
House
657
12,849
64
Female
4,900
Single
0
Bachelor's
Self-Employed
30.257861
Rural
Premium
2
5
759
8
2020-10-01 15:21:39.179186
Poor
No
Rarely
Condo
1,513
12,850
48
Female
372
Single
1
Bachelor's
Unemployed
9.093077
Urban
Comprehensive
null
7
438
3
2022-08-24 15:21:39.235012
Good
No
Monthly
House
48
12,851
59
Male
3,547
Divorced
2
Master's
Self-Employed
13.055056
Suburban
Premium
1
17
420
4
2021-12-07 15:21:39.155231
Average
Yes
Monthly
House
2,026
12,852
null
Female
6,248
Single
4
High School
null
9.688651
Urban
Basic
2
6
466
8
2020-05-08 15:21:39.155231
Average
Yes
Weekly
House
835
12,853
31
Female
26,139
Divorced
0
PhD
Employed
10.937881
Rural
Premium
null
17
626
7
2020-12-05 15:21:39.176717
Average
Yes
Weekly
Apartment
922
12,854
57
Male
96,598
Divorced
0
Master's
null
20.914077
Rural
Comprehensive
null
14
410
6
2021-08-23 15:21:39.125660
Poor
No
Rarely
House
1,204
12,855
52
Male
6,820
Divorced
null
Bachelor's
null
23.294803
Suburban
Premium
2
0
784
9
2020-12-12 15:21:39.186212
Average
No
Daily
Condo
461
12,856
43
Male
29,063
Married
1
High School
null
25.534256
Suburban
Premium
null
2
641
8
2021-10-30 15:21:39.104139
Average
No
Monthly
House
822
12,857
32
Female
null
Divorced
0
High School
null
24.098449
Suburban
Premium
0
9
772
2
2022-05-30 15:21:39.257696
Average
No
Rarely
Condo
48
12,858
35
Male
38,133
Divorced
4
Master's
Self-Employed
41.923845
Rural
Comprehensive
3
18
731
1
2021-06-19 15:21:39.237118
Good
Yes
Rarely
Condo
893
12,859
54
Male
null
Divorced
0
High School
Employed
23.749581
Urban
Premium
null
6
565
1
2021-06-29 15:21:39.172097
Average
Yes
Daily
Apartment
48
12,860
43
Female
758
Single
3
Bachelor's
null
51.683827
Urban
Premium
1
9
705
6
2021-06-15 15:21:39.168099
Good
No
Rarely
Apartment
522
12,861
52
Female
7,664
Single
4
High School
Self-Employed
43.964784
Suburban
Premium
null
10
530
2
2020-02-01 15:21:39.274993
Good
No
Rarely
Condo
857
12,862
63
Male
37,746
Single
0
Master's
null
23.505616
Suburban
Comprehensive
1
2
513
6
2019-08-21 15:21:39.155231
Average
Yes
Weekly
Apartment
217
12,863
22
Male
46,225
Single
null
Bachelor's
Employed
26.936507
Urban
Comprehensive
null
17
454
6
2020-05-13 15:21:39.134960
null
Yes
Daily
Condo
622
12,864
24
Female
39,414
Married
1
Bachelor's
null
25.719284
Rural
Basic
0
3
316
8
2023-05-19 15:21:39.213373
Average
No
Monthly
Condo
669
12,865
64
Female
106,572
Single
1
PhD
Self-Employed
10.774978
Suburban
Premium
1
13
526
6
2020-11-11 15:21:39.134960
null
Yes
Monthly
House
2,321
12,866
60
Female
6,092
Single
0
High School
Self-Employed
22.827267
Rural
Comprehensive
0
1
551
6
2020-12-27 15:21:39.134960
Average
No
Daily
Apartment
2,741
12,867
36
Female
13,931
Married
3
PhD
null
16.051821
Urban
Premium
1
10
331
9
2020-03-18 15:21:39.233998
Average
Yes
Rarely
Condo
684
12,868
null
Male
47,327
Married
2
PhD
null
47.91274
Suburban
Basic
0
1
707
6
2022-02-04 15:21:39.201446
null
Yes
Weekly
Condo
173
12,869
45
Male
8,384
Single
1
PhD
null
36.520655
Rural
Comprehensive
null
8
431
1
2021-07-04 15:21:39.122134
Poor
Yes
Weekly
Apartment
959
12,870
28
Female
2,310
Married
1
Master's
Employed
20.754714
Suburban
Basic
2
4
661
8
2021-09-14 15:21:39.152732
Average
Yes
Daily
House
641
12,871
22
Male
28,883
Married
3
High School
Unemployed
19.266861
Rural
Basic
null
15
699
6
2019-12-16 15:21:39.282785
Average
Yes
Weekly
Condo
668
12,872
62
Male
28,412
Single
null
Bachelor's
null
17.095442
Urban
Basic
null
18
null
9
2023-11-20 15:21:39.151732
Good
Yes
Rarely
Condo
519
12,873
26
Male
61,272
Divorced
1
High School
null
27.29507
Suburban
Basic
null
0
401
4
2020-05-31 15:21:39.194829
Average
Yes
Weekly
Condo
611
12,874
58
Male
12,073
Single
0
High School
null
22.948669
Urban
Basic
null
6
null
4
2020-08-24 15:21:39.172097
Good
No
Daily
Condo
867
12,875
57
Female
67,859
Divorced
1
PhD
Employed
31.73783
Rural
Comprehensive
2
2
541
3
2022-07-01 15:21:39.176717
Poor
Yes
Daily
Condo
22
12,876
30
Female
104,905
Married
null
Bachelor's
Unemployed
34.98707
Urban
Comprehensive
0
10
344
4
2019-09-18 15:21:39.237118
Good
Yes
Weekly
Condo
4,573
12,877
18
Male
26,673
Divorced
3
Bachelor's
null
18.910931
Urban
Basic
1
13
557
6
2020-03-20 15:21:39.174719
Average
Yes
Rarely
House
387
12,878
21
Female
10,026
Single
2
PhD
Self-Employed
27.777226
Urban
Basic
1
7
528
3
2022-08-13 15:21:39.155231
Poor
Yes
Daily
House
2,225
12,879
57
Female
15,380
Divorced
3
High School
null
42.030515
Rural
Comprehensive
2
8
745
5
2020-04-25 15:21:39.125660
Good
Yes
Monthly
House
39
12,880
34
Male
16,303
Divorced
2
Bachelor's
null
25.834257
Suburban
Basic
0
7
511
2
2022-07-13 15:21:39.194829
Good
No
Daily
Condo
1,444
12,881
31
Female
70,862
Single
1
PhD
Self-Employed
null
Rural
Comprehensive
0
7
523
6
2021-10-14 15:21:39.164044
Average
No
Weekly
House
49
12,882
24
Male
20,231
Divorced
3
High School
Employed
14.739004
Suburban
Basic
0
3
832
6
2022-11-07 15:21:39.087123
Good
No
Weekly
Condo
583
12,883
35
Female
4,370
Married
0
High School
Employed
29.183353
Suburban
Premium
2
19
550
1
2022-04-13 15:21:39.190215
Average
Yes
Daily
House
3,249
12,884
30
Female
12,531
Married
0
Master's
Employed
21.837962
Urban
Basic
1
14
757
1
2021-11-08 15:21:39.261856
Average
No
Weekly
Condo
39
12,885
32
Female
565
Divorced
3
Bachelor's
Self-Employed
18.589068
Rural
Basic
1
9
442
6
2022-01-02 15:21:39.095696
Average
No
Monthly
House
2,131
12,886
32
Female
29,003
Married
0
High School
Employed
35.390476
Rural
Premium
0
9
629
3
2022-07-22 15:21:39.155231
Good
Yes
Rarely
House
1,297
12,887
57
Male
12,094
Single
2
PhD
null
23.120987
Urban
Comprehensive
0
11
817
5
2023-03-12 15:21:39.079128
Poor
Yes
Weekly
House
1,201
12,888
45
Male
12,726
Married
4
PhD
Self-Employed
27.88257
Rural
Basic
1
6
null
2
2021-11-14 15:21:39.222387
Good
No
Rarely
Condo
917
12,889
22
Female
33,786
Divorced
2
Bachelor's
null
47.907698
Suburban
Comprehensive
2
3
null
8
2019-10-04 15:21:39.273973
Poor
No
Rarely
House
663
12,890
21
Female
13,198
Divorced
0
Bachelor's
Self-Employed
24.566941
Rural
Basic
0
7
662
3
2023-06-08 15:21:39.246098
Average
Yes
Weekly
Apartment
2,133
12,891
54
Male
34,247
Single
2
Master's
null
19.395511
Rural
Comprehensive
0
0
424
9
2023-09-13 15:21:39.285112
Good
Yes
Rarely
Condo
2,286
12,892
43
Male
20
Single
4
Master's
Unemployed
13.275812
Rural
Comprehensive
null
15
542
4
2020-01-25 15:21:39.152732
Poor
No
Daily
Condo
1,347
12,893
22
Male
3,815
Divorced
2
High School
Self-Employed
13.539295
Suburban
Premium
2
8
538
9
2022-03-23 15:21:39.155231
Average
No
Daily
Apartment
1,242
12,894
63
Male
81,899
Married
1
Bachelor's
null
null
Suburban
Comprehensive
0
12
572
1
2020-10-30 15:21:39.126661
Good
No
Weekly
Apartment
2,126
12,895
59
Female
84,913
Divorced
0
Bachelor's
Employed
42.560849
Suburban
Comprehensive
null
11
729
1
2020-03-31 15:21:39.237118
Good
No
Weekly
House
100
12,896
30
Female
1,112
Married
1
Master's
Self-Employed
29.683696
Rural
Comprehensive
2
11
761
5
2020-09-08 15:21:39.194829
Average
Yes
Daily
House
1,146
12,897
30
Male
42,227
Married
2
PhD
Self-Employed
16.051821
Suburban
Premium
null
19
331
1
2021-06-30 15:21:39.237118
Average
Yes
Weekly
Condo
998
12,898
19
Female
23,592
Married
0
High School
Self-Employed
32.169542
Suburban
Premium
2
11
704
1
2024-08-10 15:21:39.216387
Good
No
Daily
House
506
12,899
53
Female
16,043
Married
4
High School
Unemployed
19.35336
Rural
Basic
null
0
817
1
2023-10-13 15:21:39.245086
Average
No
Rarely
Condo
1,284