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
2,900
47
Male
34,192
Married
0
Bachelor's
Employed
18.804733
Rural
Premium
0
0
624
8
2022-02-03 15:21:39.289099
Average
Yes
Rarely
Condo
668
2,901
56
Male
30,311
Single
null
PhD
null
35.12695
Rural
Basic
2
16
528
2
2021-12-14 15:21:39.261856
Good
No
Weekly
Condo
303
2,902
62
Male
34,369
Single
null
PhD
Employed
null
Suburban
Basic
1
16
694
9
2024-03-14 15:21:39.133866
Good
Yes
Daily
House
20
2,903
21
Female
36,842
Single
null
Bachelor's
Unemployed
39.680945
Rural
Premium
1
3
499
5
2023-06-19 15:21:39.118178
Average
Yes
Monthly
Condo
1,993
2,904
36
Male
1,420
Single
1
Master's
Self-Employed
13.053438
Rural
Comprehensive
null
13
694
9
2023-01-14 15:21:39.149731
Good
No
Daily
Apartment
25
2,905
26
Male
144,825
Single
0
PhD
null
14.917572
Urban
Comprehensive
1
2
477
5
2020-09-29 15:21:39.134960
Average
Yes
Rarely
House
2,908
2,906
37
Male
4,541
Single
1
High School
Self-Employed
15.60735
Rural
Basic
1
8
730
3
2020-04-30 15:21:39.155231
Good
No
Daily
House
2,623
2,907
60
Male
1,333
Married
3
High School
null
41.246565
Suburban
Comprehensive
null
1
494
4
2022-06-03 15:21:39.102694
Average
Yes
Daily
House
618
2,908
52
Female
28,312
Single
4
PhD
Employed
8.845656
Rural
Comprehensive
3
3
614
2
2022-12-20 15:21:39.134960
Poor
Yes
Rarely
Condo
1,941
2,909
31
Male
50,931
Single
0
High School
Self-Employed
19.827413
Rural
Basic
0
9
767
2
2021-07-15 15:21:39.190215
Average
No
Monthly
House
45
2,910
50
Female
12,092
Married
0
Master's
Unemployed
23.407414
Urban
Premium
1
5
758
7
2021-06-26 15:21:39.205850
Average
Yes
Rarely
Apartment
519
2,911
54
Female
35,725
Divorced
null
Bachelor's
Employed
44.13362
Suburban
Basic
1
5
674
5
2021-08-29 15:21:39.274993
Good
Yes
Rarely
Apartment
975
2,912
64
Female
27,773
Single
2
Master's
Self-Employed
9.954996
Rural
Premium
null
17
null
8
2021-09-01 15:21:39.091080
Good
No
Daily
Condo
1,266
2,913
50
Female
1,589
Divorced
4
Bachelor's
Unemployed
12.85922
Urban
Premium
0
1
567
5
2020-05-07 15:21:39.189223
Good
No
Daily
Condo
2,601
2,914
48
Female
4,058
Divorced
0
PhD
Employed
null
Suburban
Premium
null
19
813
3
2020-03-11 15:21:39.261856
Average
No
Weekly
Apartment
1,281
2,915
21
Female
9,074
Single
2
Bachelor's
Self-Employed
8.091624
Rural
Premium
3
9
null
4
2020-05-03 15:21:39.221386
Average
No
Weekly
House
30
2,916
21
Female
14,961
Married
0
PhD
Unemployed
44.611804
Rural
Premium
null
18
557
2
2020-02-14 15:21:39.222387
Average
No
Daily
Condo
1,221
2,917
18
Male
53,988
Single
0
Bachelor's
Self-Employed
19.003378
Rural
Basic
null
17
728
3
2021-07-08 15:21:39.186212
null
No
Monthly
Apartment
1,885
2,918
44
Female
6,791
Divorced
4
Bachelor's
Employed
4.240865
Urban
Premium
null
17
712
3
2021-07-21 15:21:39.211806
Average
No
Monthly
Apartment
722
2,919
35
Female
21,725
Single
3
High School
null
28.722305
Rural
Comprehensive
0
2
null
6
2020-03-05 15:21:39.201446
Poor
Yes
Rarely
Condo
2,073
2,920
43
Female
1,067
Married
3
Master's
Unemployed
14.879444
Rural
Comprehensive
1
13
542
8
2023-04-30 15:21:39.202448
Poor
Yes
Monthly
Condo
2,155
2,921
55
Female
43,469
Single
4
Bachelor's
Self-Employed
null
Urban
Comprehensive
1
13
575
1
2020-07-18 15:21:39.254678
Average
No
Monthly
Apartment
2,475
2,922
45
Male
1,227
Divorced
0
Bachelor's
Employed
14.074786
Urban
Basic
1
15
809
1
2021-09-08 15:21:39.283783
Poor
Yes
Rarely
Apartment
3,243
2,923
51
Male
42,314
Single
4
High School
Employed
15.241935
Suburban
Basic
0
5
441
3
2023-01-08 15:21:39.237118
null
Yes
Rarely
Condo
1,181
2,924
54
Female
4,928
Divorced
4
Bachelor's
Self-Employed
51.18992
Suburban
Premium
1
9
null
7
2019-12-13 15:21:39.122134
Average
Yes
Rarely
House
1,476
2,925
33
Male
15,311
Divorced
null
Bachelor's
Unemployed
11.935658
Urban
Premium
null
19
321
8
2020-06-22 15:21:39.134960
Good
No
Weekly
Condo
597
2,926
18
Male
54,575
Divorced
2
Master's
Self-Employed
null
Suburban
Premium
0
4
757
2
2021-05-03 15:21:39.099739
Good
Yes
Weekly
House
2,597
2,927
19
Male
16,074
Divorced
0
Master's
null
17.734885
Suburban
Comprehensive
null
0
497
6
2022-06-14 15:21:39.122134
Good
No
Monthly
Condo
1,634
2,928
53
Male
17,079
Married
2
Bachelor's
null
14.959708
Rural
Basic
0
18
593
6
2021-02-18 15:21:39.131192
Poor
No
Rarely
House
1,355
2,929
28
Female
17,091
Single
4
High School
Unemployed
5.840874
Urban
Premium
1
17
614
2
2023-08-21 15:21:39.134960
Poor
Yes
Weekly
Apartment
522
2,930
25
Male
1,379
Single
2
PhD
Unemployed
21.788286
Urban
Premium
3
3
678
2
2022-04-18 15:21:39.134960
Good
Yes
Rarely
Apartment
676
2,931
18
Female
6,848
Married
0
High School
null
14.61884
Suburban
Basic
0
15
825
6
2023-10-04 15:21:39.171102
Average
No
Weekly
Apartment
409
2,932
57
Male
34,221
Divorced
0
Master's
Unemployed
11.859611
Urban
Premium
null
8
531
2
2023-03-16 15:21:39.253660
Poor
Yes
Weekly
House
801
2,933
61
Female
28,468
Single
4
Master's
null
null
Urban
Premium
2
17
454
7
2021-07-06 15:21:39.274993
Poor
No
Monthly
House
486
2,934
61
Male
18,319
Single
null
High School
Employed
20.858282
Urban
Comprehensive
1
3
422
9
2020-10-17 15:21:39.155231
Average
No
Monthly
Condo
478
2,935
43
Male
17,310
Married
4
Bachelor's
null
38.186866
Rural
Comprehensive
0
0
578
5
2021-09-21 15:21:39.272456
Average
No
Weekly
House
474
2,936
19
Female
6,079
Married
3
Bachelor's
Self-Employed
27.947685
Rural
Premium
2
11
515
2
2021-06-10 15:21:39.149731
Poor
No
Monthly
House
693
2,937
36
Male
43,792
Married
2
Master's
null
19.351834
Urban
Premium
null
1
null
3
2019-10-03 15:21:39.120168
Poor
Yes
Weekly
House
2,065
2,938
40
Male
26,638
Divorced
3
High School
Self-Employed
14.690953
Rural
Comprehensive
0
14
578
2
2019-10-11 15:21:39.218388
Good
Yes
Weekly
Apartment
1,326
2,939
35
Female
89,825
Single
2
PhD
null
21.919796
Suburban
Basic
1
13
849
4
2021-02-19 15:21:39.263607
null
Yes
Rarely
House
121
2,940
56
Female
47,417
Single
0
Bachelor's
Unemployed
23.812398
Urban
Comprehensive
3
4
630
7
2023-06-06 15:21:39.270454
Average
No
Rarely
House
2,034
2,941
25
Female
45,906
Single
3
Bachelor's
Unemployed
25.385002
Rural
Premium
null
11
null
3
2024-05-03 15:21:39.283783
Poor
Yes
Monthly
House
583
2,942
46
Male
7,561
Divorced
4
High School
Unemployed
30.595064
Suburban
Comprehensive
null
11
341
1
2024-04-11 15:21:39.270454
null
Yes
Rarely
House
448
2,943
35
Female
8,072
Single
2
High School
Employed
32.547334
Rural
Comprehensive
1
12
null
5
2020-05-13 15:21:39.204790
Average
No
Weekly
Apartment
1,856
2,944
52
Female
2,878
Single
2
Bachelor's
Employed
26.819726
Suburban
Premium
2
7
null
4
2020-08-05 15:21:39.134960
Poor
Yes
Weekly
Condo
686
2,945
53
Female
28,951
Divorced
3
High School
null
29.959325
Suburban
Basic
2
13
581
3
2022-03-31 15:21:39.134960
Average
No
Daily
Apartment
1,112
2,946
29
Female
10,889
Divorced
3
Bachelor's
Employed
43.856014
Suburban
Premium
0
17
785
1
2024-01-15 15:21:39.121169
Average
Yes
Monthly
Apartment
297
2,947
44
Male
47,652
Divorced
2
High School
Self-Employed
16.848003
Rural
Basic
2
8
447
8
2021-01-18 15:21:39.081504
Average
Yes
Daily
House
464
2,948
53
Male
59,121
Married
2
Bachelor's
Self-Employed
31.06871
Suburban
Comprehensive
2
5
571
4
2021-08-03 15:21:39.210805
null
No
Rarely
House
1,709
2,949
23
Female
12,094
Single
1
High School
Unemployed
10.636954
Suburban
Basic
null
6
528
5
2023-04-14 15:21:39.226954
Good
No
Monthly
Condo
961
2,950
23
Male
37,192
Divorced
3
High School
Self-Employed
4.59316
Suburban
Premium
1
15
581
9
2021-10-18 15:21:39.081504
Average
No
Weekly
House
825
2,951
64
Male
56,786
Divorced
0
High School
Unemployed
16.054946
Urban
Premium
2
2
494
5
2022-01-22 15:21:39.155231
Poor
No
Weekly
Apartment
20
2,952
61
Male
9,894
Divorced
4
PhD
null
13.556626
Suburban
Comprehensive
0
12
622
5
2023-05-29 15:21:39.237118
Poor
No
Weekly
Condo
829
2,953
56
Female
3,675
Single
0
PhD
null
29.81824
Rural
Comprehensive
null
14
671
3
2022-12-24 15:21:39.230483
Poor
No
Weekly
House
191
2,954
57
Male
91,298
Divorced
1
High School
Self-Employed
16.826562
Rural
Premium
null
5
363
8
2020-08-07 15:21:39.155231
null
No
Daily
House
487
2,955
23
Female
7,981
Divorced
3
Master's
Self-Employed
38.936652
Urban
Comprehensive
0
18
658
6
2020-05-30 15:21:39.134960
Average
Yes
Daily
Condo
1,219
2,956
63
Male
47,942
Married
4
Bachelor's
Employed
51.490951
Urban
Comprehensive
2
12
null
8
2022-02-26 15:21:39.169102
Average
Yes
Rarely
Apartment
1,856
2,957
43
Male
122,473
Married
3
High School
null
null
Suburban
Premium
null
19
673
4
2024-08-14 15:21:39.230483
Good
Yes
Rarely
Apartment
2,391
2,958
40
Male
15,380
Single
0
Master's
null
26.883663
Rural
Premium
0
19
755
9
2024-04-27 15:21:39.168099
Average
No
Daily
House
2,728
2,959
47
Male
69,361
Married
4
PhD
null
46.092735
Rural
Comprehensive
null
7
678
2
2022-01-26 15:21:39.216387
Poor
Yes
Daily
Condo
86
2,960
34
Female
43,741
Divorced
2
Bachelor's
Self-Employed
18.958161
Urban
Comprehensive
null
2
556
6
2022-07-18 15:21:39.192212
Average
No
Rarely
Condo
548
2,961
49
Male
23,651
Single
null
PhD
Employed
28.658036
Urban
Basic
0
8
805
7
2023-02-12 15:21:39.104139
Poor
No
Rarely
Apartment
1,008
2,962
56
Male
17
Divorced
3
PhD
null
30.168418
Rural
Comprehensive
2
0
734
5
2022-01-26 15:21:39.105504
Poor
No
Monthly
Condo
2,627
2,963
53
Female
84,637
Single
1
PhD
Unemployed
29.098157
Urban
Premium
null
8
null
4
2024-05-17 15:21:39.169102
Good
No
Daily
Apartment
173
2,964
22
Female
22,232
Divorced
3
PhD
Employed
9.907454
Suburban
Premium
0
4
782
6
2022-03-01 15:21:39.258696
Poor
Yes
Rarely
Condo
278
2,965
35
Female
18,795
Married
3
Master's
Employed
13.571423
Urban
Basic
0
4
351
1
2023-04-10 15:21:39.134960
Average
No
Monthly
Apartment
986
2,966
59
Male
501
Divorced
0
PhD
Employed
33.267559
Rural
Premium
2
8
463
6
2021-01-29 15:21:39.216387
Good
Yes
Daily
Condo
122
2,967
20
Male
43,414
Married
2
Master's
null
31.010818
Suburban
Comprehensive
0
8
717
5
2024-04-27 15:21:39.198406
Average
No
Daily
Apartment
638
2,968
34
Male
2,724
Married
0
PhD
Employed
22.459814
Suburban
Premium
1
10
593
8
2023-11-21 15:21:39.265513
Average
Yes
Weekly
Condo
2,851
2,969
58
Female
38,916
Married
3
Master's
Unemployed
34.068477
Rural
Premium
1
5
535
1
2019-10-10 15:21:39.184157
null
No
Weekly
Condo
1,060
2,970
21
Female
14,061
Divorced
3
Master's
null
25.35647
Suburban
Premium
null
4
530
1
2024-05-16 15:21:39.134960
Poor
No
Monthly
Condo
609
2,971
53
Male
24,249
Married
2
High School
Self-Employed
32.612827
Rural
Premium
0
11
682
1
2019-12-23 15:21:39.271453
Average
Yes
Monthly
Condo
1,403
2,972
19
Male
113,139
Single
4
Bachelor's
Self-Employed
35.437671
Urban
Premium
0
13
322
8
2021-07-29 15:21:39.192212
Good
Yes
Monthly
Apartment
2,535
2,973
32
Male
39,766
Divorced
1
Bachelor's
null
48.416856
Rural
Comprehensive
null
5
614
3
2024-01-18 15:21:39.122134
Good
Yes
Monthly
Condo
1,732
2,974
21
Female
34,239
Divorced
1
High School
null
10.913138
Suburban
Comprehensive
null
13
816
2
2022-09-18 15:21:39.155231
Poor
Yes
Weekly
House
208
2,975
51
Female
13,997
Divorced
3
PhD
Self-Employed
4.419414
Rural
Premium
0
11
568
3
2022-02-12 15:21:39.235012
Good
No
Weekly
Condo
1,139
2,976
46
Male
51,638
Married
1
Master's
Self-Employed
35.441664
Rural
Basic
null
19
342
2
2023-08-04 15:21:39.260856
Average
Yes
Monthly
House
206
2,977
31
Female
51,859
Married
2
Master's
Unemployed
10.816471
Suburban
Comprehensive
0
0
null
1
2024-05-26 15:21:39.105504
Average
No
Monthly
House
323
2,978
62
Female
56,791
Married
2
Bachelor's
Self-Employed
12.819182
Rural
Premium
2
16
435
3
2023-05-10 15:21:39.237118
Average
No
Monthly
Apartment
453
2,979
64
Female
null
Married
1
Bachelor's
Unemployed
19.35233
Rural
Basic
1
0
353
3
2021-07-30 15:21:39.281787
Poor
No
Monthly
Condo
2,157
2,980
42
Male
16,703
Single
0
Master's
Employed
25.885963
Rural
Premium
null
8
537
2
2019-10-23 15:21:39.286113
Poor
No
Monthly
House
388
2,981
48
Female
15,459
Married
null
Bachelor's
Unemployed
46.754531
Rural
Premium
1
10
697
7
2023-11-14 15:21:39.266452
Average
No
Rarely
Apartment
1,089
2,982
33
Male
88,052
Divorced
3
Bachelor's
Self-Employed
39.725914
Urban
Comprehensive
0
15
346
7
2022-06-23 15:21:39.092127
Average
No
Daily
Apartment
2,320
2,983
33
Male
3,700
Single
null
PhD
Employed
null
Rural
Comprehensive
0
2
762
6
2023-06-20 15:21:39.091080
Poor
No
Monthly
Apartment
2,796
2,984
48
Male
15,459
Married
4
High School
Employed
12.089914
Urban
Comprehensive
1
15
697
3
2024-02-06 15:21:39.289099
Average
No
Monthly
Apartment
2,196
2,985
46
Male
15,872
Single
3
PhD
Self-Employed
34.051277
Urban
Comprehensive
3
19
328
8
2024-08-09 15:21:39.094752
Average
No
Rarely
House
907
2,986
28
Female
28,985
Married
3
PhD
Self-Employed
11.434849
Rural
Basic
null
12
641
6
2020-07-26 15:21:39.186212
Average
No
Weekly
Apartment
1,010
2,987
40
Female
7,926
Married
2
High School
null
21.9645
Rural
Basic
null
5
null
4
2024-02-01 15:21:39.094752
Poor
Yes
Weekly
Apartment
902
2,988
43
Female
23,720
Divorced
3
PhD
null
12.95259
Suburban
Comprehensive
2
16
825
7
2023-07-08 15:21:39.188220
Good
Yes
Monthly
House
554
2,989
21
Female
null
Single
0
PhD
Employed
22.581619
Rural
Basic
0
19
400
3
2022-10-16 15:21:39.176717
Average
Yes
Rarely
House
274
2,990
27
Male
141,225
Married
1
High School
Self-Employed
11.702352
Urban
Basic
3
6
796
3
2020-08-28 15:21:39.180553
Poor
No
Rarely
House
3,246
2,991
23
Male
18,118
Single
1
Bachelor's
null
3.686449
Urban
Premium
0
15
null
5
2023-02-06 15:21:39.145732
Good
Yes
Rarely
House
1,675
2,992
64
Male
22,338
Single
3
Master's
Employed
36.152971
Suburban
Premium
3
12
317
1
2023-02-20 15:21:39.094752
Good
No
Daily
Condo
1,544
2,993
54
Female
26,203
Divorced
2
High School
Self-Employed
24.522924
Rural
Premium
null
11
623
9
2021-08-07 15:21:39.225916
Good
No
Weekly
House
834
2,994
35
Male
41,660
Single
2
High School
Self-Employed
45.958711
Urban
Premium
1
12
507
9
2023-04-11 15:21:39.274993
Average
No
Weekly
House
1,470
2,995
20
Female
25,178
Single
1
PhD
Self-Employed
5.813106
Rural
Comprehensive
0
4
338
8
2020-02-01 15:21:39.285112
Poor
Yes
Daily
Apartment
1,876
2,996
51
Female
27,951
Single
1
Master's
Employed
11.534407
Urban
Premium
0
11
573
2
2020-03-31 15:21:39.155231
Average
No
Monthly
Apartment
551
2,997
40
Female
10,037
Married
4
Bachelor's
null
12.97615
Urban
Basic
0
18
451
2
2023-12-11 15:21:39.134960
Good
No
Daily
House
561
2,998
28
Female
3,861
Single
0
High School
null
41.598822
Suburban
Comprehensive
2
11
673
8
2020-09-13 15:21:39.267454
Good
No
Rarely
Apartment
736
2,999
39
Male
15,893
Single
4
High School
Self-Employed
21.746287
Rural
Comprehensive
null
10
840
1
2020-06-15 15:21:39.134960
Poor
No
Monthly
Apartment
795