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
3,800
42
Male
24,574
Single
3
PhD
Employed
11.819178
Urban
Premium
null
17
481
3
2020-03-07 15:21:39.204790
Average
No
Monthly
Apartment
2,495
3,801
57
Female
15,184
Single
2
PhD
Employed
21.839305
Rural
Comprehensive
0
1
712
5
2021-06-28 15:21:39.174719
Average
No
Monthly
House
481
3,802
28
Female
81,642
Single
0
Bachelor's
Self-Employed
21.87838
Urban
Comprehensive
1
8
595
6
2023-12-26 15:21:39.211806
Good
No
Weekly
House
101
3,803
58
Male
2,065
Married
0
Master's
Unemployed
40.868232
Rural
Basic
1
10
796
6
2022-04-04 15:21:39.155231
null
Yes
Monthly
House
2,536
3,804
47
Female
43,119
Single
4
Bachelor's
null
18.005736
Urban
Premium
null
6
559
5
2021-09-25 15:21:39.155231
Poor
Yes
Rarely
Apartment
515
3,805
26
Female
5,725
Married
3
High School
Unemployed
5.350103
Suburban
Comprehensive
1
13
567
2
2022-10-03 15:21:39.192212
Average
Yes
Monthly
Condo
1,263
3,806
26
Female
1,412
Single
3
Bachelor's
null
22.922694
Rural
Basic
0
17
333
2
2022-03-24 15:21:39.254678
null
No
Daily
Apartment
576
3,807
57
Female
142,844
Divorced
1
Bachelor's
null
47.88644
Rural
Basic
0
3
587
8
2023-04-29 15:21:39.147735
Poor
No
Daily
Condo
150
3,808
34
Female
33,132
Divorced
4
Bachelor's
null
43.651481
Urban
Comprehensive
1
6
495
9
2020-03-23 15:21:39.228521
Good
Yes
Rarely
Apartment
692
3,809
31
Male
6,611
Married
4
High School
null
44.170838
Rural
Comprehensive
null
2
416
3
2020-11-25 15:21:39.134960
Good
Yes
Monthly
Apartment
569
3,810
34
Female
27,298
Married
0
Master's
Self-Employed
19.908952
Urban
Premium
1
6
null
7
2020-11-21 15:21:39.226954
Poor
Yes
Rarely
Apartment
392
3,811
26
Female
36,064
Divorced
4
Bachelor's
null
27.67232
Suburban
Comprehensive
0
18
null
8
2019-11-06 15:21:39.134960
Average
No
Daily
Condo
1,210
3,812
19
Female
25,298
Married
1
High School
null
14.226513
Suburban
Comprehensive
1
10
null
7
2023-02-11 15:21:39.084065
null
Yes
Daily
Apartment
556
3,813
56
Male
8,316
Divorced
1
Master's
Unemployed
36.611189
Rural
Basic
2
7
816
2
2020-10-26 15:21:39.172097
Good
No
Weekly
Apartment
1,874
3,814
59
Female
81,637
Married
1
Bachelor's
Unemployed
27.710026
Rural
Basic
0
7
543
2
2022-11-11 15:21:39.183598
Poor
Yes
Weekly
House
110
3,815
41
Male
44,637
Married
2
PhD
null
8.829991
Rural
Premium
null
3
829
8
2019-09-01 15:21:39.272456
Average
No
Monthly
Condo
552
3,816
44
Male
2,159
Divorced
0
Bachelor's
null
30.012955
Suburban
Basic
1
5
486
1
2022-10-19 15:21:39.117183
Good
No
Monthly
Condo
273
3,817
31
Male
64,414
Married
1
High School
null
18.867157
Suburban
Comprehensive
2
7
626
7
2024-02-10 15:21:39.098696
Good
No
Weekly
House
2,965
3,818
24
Female
20,254
Divorced
null
PhD
null
33.038502
Rural
Comprehensive
0
14
744
7
2024-04-14 15:21:39.192212
Poor
Yes
Weekly
House
1,783
3,819
23
Female
4,930
Single
2
PhD
Employed
36.495931
Urban
Basic
4
3
566
4
2020-12-23 15:21:39.093681
Good
No
Weekly
House
1,018
3,820
23
Female
6,874
Single
1
PhD
Self-Employed
8.88796
Suburban
Premium
null
19
null
5
2022-03-10 15:21:39.100695
Good
Yes
Daily
Condo
2,512
3,821
59
Male
140,068
Single
4
Bachelor's
Unemployed
43.591793
Urban
Basic
0
0
627
2
2024-01-26 15:21:39.131192
Good
No
Monthly
House
266
3,822
40
Female
15,876
Single
3
PhD
null
15.01356
Suburban
Premium
0
16
650
8
2020-06-15 15:21:39.271453
Poor
Yes
Monthly
Condo
130
3,823
42
Male
17,891
Divorced
1
Bachelor's
Unemployed
23.881143
Urban
Basic
0
19
542
5
2024-04-04 15:21:39.155231
Average
Yes
Rarely
House
677
3,824
18
Male
70,961
Married
2
Master's
null
17.065152
Suburban
Premium
2
15
709
6
2020-05-02 15:21:39.274993
Average
No
Weekly
House
2,962
3,825
54
Female
15,024
Married
0
Master's
Unemployed
46.24175
Suburban
Basic
null
0
668
5
2021-07-04 15:21:39.237118
Average
No
Rarely
House
107
3,826
55
Male
41,034
Divorced
1
Master's
null
16.178855
Rural
Comprehensive
0
3
410
5
2021-04-25 15:21:39.231531
Average
No
Daily
House
1,841
3,827
29
Female
80,936
Divorced
0
Bachelor's
Self-Employed
49.711169
Urban
Premium
0
5
542
9
2020-05-23 15:21:39.244069
Average
Yes
Weekly
Condo
408
3,828
64
Female
18,705
Divorced
null
Bachelor's
null
15.677502
Urban
Comprehensive
null
5
533
3
2020-02-23 15:21:39.086123
Average
No
Weekly
Condo
1,094
3,829
35
Female
null
Single
3
Master's
Self-Employed
36.64382
Suburban
Premium
1
17
513
8
2022-11-02 15:21:39.155231
Good
Yes
Daily
House
353
3,830
22
Female
54,414
Single
4
High School
Unemployed
19.746181
Suburban
Comprehensive
null
17
420
9
2024-05-21 15:21:39.188220
Poor
No
Rarely
Apartment
2,084
3,831
55
Male
43,969
Married
null
Bachelor's
null
17.619564
Suburban
Premium
null
5
688
6
2022-01-13 15:21:39.289099
Poor
No
Monthly
House
837
3,832
32
Female
2,925
Single
2
High School
null
45.492547
Suburban
Basic
null
3
417
2
2020-08-16 15:21:39.237118
null
Yes
Rarely
Condo
1,099
3,833
49
Male
947
Single
0
Master's
null
23.81175
Suburban
Comprehensive
0
1
642
2
2019-11-15 15:21:39.134960
Good
No
Rarely
Apartment
3,528
3,834
63
Female
40,226
Single
0
Master's
Self-Employed
10.792867
Urban
Comprehensive
null
5
null
3
2020-03-23 15:21:39.134960
Good
No
Monthly
House
769
3,835
63
Male
15,126
Divorced
4
High School
null
46.056881
Rural
Basic
1
0
469
7
2024-05-12 15:21:39.201446
null
Yes
Monthly
House
1,017
3,836
45
Female
76,524
Single
1
Master's
Employed
26.699871
Suburban
Premium
0
8
765
8
2023-11-15 15:21:39.111551
Average
Yes
Monthly
House
139
3,837
27
Female
6,880
Divorced
2
Master's
null
31.871124
Rural
Comprehensive
null
10
555
6
2020-04-30 15:21:39.172097
Average
Yes
Weekly
House
205
3,838
55
Male
52,798
Single
0
Master's
Self-Employed
23.891324
Urban
Comprehensive
2
10
343
1
2020-01-29 15:21:39.147735
Average
No
Monthly
House
1,427
3,839
25
Female
2,833
Single
3
Master's
Unemployed
30.567282
Rural
Comprehensive
1
14
null
6
2024-04-24 15:21:39.274993
Poor
No
Daily
House
1,879
3,840
26
Female
91,097
Single
0
High School
Employed
16.764807
Rural
Comprehensive
4
6
602
1
2021-05-08 15:21:39.155231
Average
No
Rarely
House
133
3,841
44
Female
3,637
Single
3
High School
null
14.128423
Rural
Basic
1
17
821
9
2021-07-03 15:21:39.155231
Average
Yes
Weekly
Apartment
130
3,842
22
Female
54,574
Married
null
Bachelor's
Self-Employed
34.915818
Suburban
Comprehensive
null
4
380
8
2022-06-25 15:21:39.274993
Poor
Yes
Daily
Condo
1,111
3,843
27
Male
28,572
Divorced
0
Master's
null
40.534231
Urban
Basic
0
15
826
7
2024-06-15 15:21:39.111551
Average
No
Daily
Apartment
2,372
3,844
34
Male
3,326
Divorced
0
Master's
Employed
34.411514
Rural
Comprehensive
0
7
463
2
2023-04-28 15:21:39.174719
Average
Yes
Rarely
Apartment
908
3,845
35
Male
6,894
Single
3
PhD
null
24.758896
Rural
Comprehensive
0
11
669
9
2020-04-16 15:21:39.176717
Average
No
Rarely
Apartment
119
3,846
62
Female
null
Single
4
Bachelor's
Employed
31.392349
Urban
Premium
1
8
426
5
2021-10-18 15:21:39.134960
null
No
Rarely
House
378
3,847
59
Male
114,942
null
1
PhD
Self-Employed
19.485723
Urban
Premium
4
14
641
1
2022-08-01 15:21:39.155231
Good
No
Weekly
Condo
256
3,848
60
Female
null
Single
4
High School
Unemployed
null
Rural
Basic
null
1
441
5
2021-07-24 15:21:39.264504
Good
No
Monthly
Apartment
1,604
3,849
32
Male
4,348
Married
1
High School
Self-Employed
25.823374
Urban
Premium
0
11
475
5
2019-10-08 15:21:39.147735
Poor
Yes
Monthly
Condo
642
3,850
52
Female
14,062
Married
3
Master's
null
31.522977
Suburban
Premium
1
9
629
9
2023-07-11 15:21:39.194829
Poor
No
Daily
Condo
919
3,851
19
Female
64,792
Married
0
High School
Self-Employed
27.99331
Urban
Comprehensive
null
12
398
5
2024-05-13 15:21:39.155231
null
Yes
Daily
House
578
3,852
51
Male
25,882
Married
null
High School
Unemployed
27.716223
Suburban
Premium
null
0
794
5
2021-07-18 15:21:39.202448
null
No
Weekly
Apartment
2,532
3,853
19
Female
null
Single
null
Bachelor's
null
18.14431
Urban
Basic
null
19
null
1
2023-06-12 15:21:39.261856
Poor
No
Weekly
Apartment
175
3,854
null
Female
72,472
Single
0
Bachelor's
null
23.155887
Suburban
Premium
2
2
462
2
2021-02-13 15:21:39.088124
Good
Yes
Monthly
Apartment
336
3,855
48
Female
7,087
Married
4
High School
null
37.263934
Suburban
Premium
0
18
null
7
2024-04-09 15:21:39.167099
Average
No
Rarely
Condo
1,708
3,856
null
Male
82,523
Divorced
0
Bachelor's
Employed
42.54732
Rural
Premium
0
6
412
3
2022-10-01 15:21:39.155231
Poor
No
Monthly
Apartment
894
3,857
23
Male
12,881
Married
1
Master's
null
21.782899
Suburban
Premium
null
4
727
1
2021-02-18 15:21:39.208842
Poor
Yes
Monthly
Condo
1,256
3,858
42
Male
24,366
Single
0
Master's
null
47.287077
Suburban
Basic
1
6
701
9
2023-02-13 15:21:39.259788
Poor
No
Daily
Condo
2,062
3,859
28
Male
null
Single
3
Bachelor's
null
38.085665
Urban
Basic
null
8
425
6
2020-03-02 15:21:39.084065
Average
Yes
Weekly
Apartment
1,434
3,860
52
Female
62,991
Married
4
PhD
Employed
10.890487
Rural
Basic
null
15
366
4
2022-12-20 15:21:39.237118
Average
No
Daily
Condo
543
3,861
56
Female
26,776
Single
3
PhD
null
21.637243
Rural
Basic
null
14
685
6
2021-03-12 15:21:39.134960
Average
Yes
Weekly
House
489
3,862
42
Male
null
Divorced
0
PhD
Employed
15.613214
Suburban
Premium
2
17
814
6
2023-03-04 15:21:39.191219
Good
No
Daily
Condo
2,719
3,863
55
Male
50,931
Divorced
1
PhD
null
43.097884
Rural
Comprehensive
2
10
547
8
2022-12-27 15:21:39.237118
Good
Yes
Monthly
Condo
100
3,864
22
Male
4,872
Single
3
High School
Employed
19.857141
Suburban
Comprehensive
2
9
709
7
2023-06-23 15:21:39.237118
Good
Yes
Rarely
House
1,430
3,865
59
Female
5,904
Single
1
High School
Self-Employed
20.96634
Urban
Basic
null
16
null
4
2022-06-12 15:21:39.150730
Poor
No
Rarely
Apartment
434
3,866
64
Female
7,892
Married
0
Master's
Self-Employed
35.948131
Suburban
Basic
0
12
513
3
2022-04-12 15:21:39.208842
Good
No
Weekly
House
478
3,867
null
Female
34,372
Divorced
0
High School
Self-Employed
8.992209
Urban
Comprehensive
null
19
814
1
2021-04-18 15:21:39.245086
Good
No
Rarely
House
509
3,868
26
Female
53,350
Married
1
PhD
Unemployed
26.867
Urban
Basic
0
18
490
4
2020-10-16 15:21:39.237118
Average
No
Monthly
Apartment
402
3,869
61
Male
null
Single
3
PhD
Unemployed
7.690851
Urban
Premium
1
16
826
8
2019-12-10 15:21:39.274993
Average
No
Daily
Condo
106
3,870
27
Female
496
Single
0
High School
null
33.383321
Suburban
Premium
0
13
837
6
2023-09-04 15:21:39.202448
Poor
Yes
Daily
Apartment
2,817
3,871
47
Female
466
Married
2
High School
Self-Employed
null
Rural
Comprehensive
1
19
807
9
2020-05-23 15:21:39.237118
Good
No
Daily
Condo
715
3,872
55
Female
31,158
Single
3
PhD
Self-Employed
31.934453
Suburban
Comprehensive
0
11
658
9
2022-03-11 15:21:39.237118
Average
No
Weekly
House
1,452
3,873
36
Male
null
Single
1
High School
Unemployed
17.885916
Urban
Comprehensive
2
17
456
2
2020-04-10 15:21:39.270454
Poor
No
Daily
House
713
3,874
42
Male
4,908
Married
0
High School
null
8.55445
Suburban
Comprehensive
1
18
456
6
2021-03-04 15:21:39.286113
null
Yes
Daily
House
391
3,875
34
Female
null
Married
2
High School
Unemployed
16.374921
Urban
Premium
null
16
325
8
2022-10-06 15:21:39.079128
Poor
No
Daily
Condo
921
3,876
41
Female
72,703
Single
0
Master's
Unemployed
28.385039
Urban
Comprehensive
2
4
null
7
2020-07-19 15:21:39.155231
Good
Yes
Monthly
Apartment
3,306
3,877
22
Male
44,900
Divorced
1
Bachelor's
Self-Employed
34.865172
Urban
Comprehensive
null
16
642
6
2021-10-03 15:21:39.164044
Poor
Yes
Monthly
Apartment
506
3,878
26
Male
5,962
Married
4
High School
Unemployed
null
Suburban
Basic
null
0
503
1
2023-02-02 15:21:39.217387
Poor
No
Monthly
Condo
1,337
3,879
58
Male
7,891
Divorced
1
Master's
Self-Employed
null
Suburban
Basic
null
12
589
5
2022-05-18 15:21:39.086123
Good
Yes
Daily
Apartment
1,332
3,880
21
Male
5,523
Married
2
Bachelor's
Unemployed
23.965364
Rural
Basic
1
17
437
9
2021-10-05 15:21:39.177724
Poor
Yes
Rarely
House
491
3,881
43
Male
38,916
Single
3
High School
Employed
10.94831
Suburban
Basic
2
7
729
4
2020-12-07 15:21:39.134960
Good
Yes
Rarely
Condo
788
3,882
41
Male
5,865
Single
1
Bachelor's
Unemployed
26.207824
Suburban
Premium
0
12
617
5
2019-10-20 15:21:39.250151
Poor
No
Monthly
Apartment
1,442
3,883
36
Female
39,589
Single
2
PhD
Employed
23.232523
Urban
Comprehensive
null
8
308
4
2020-09-22 15:21:39.085129
Good
Yes
Daily
House
1,099
3,884
40
Male
null
Divorced
2
Bachelor's
Unemployed
null
Urban
Comprehensive
1
15
627
4
2024-03-23 15:21:39.155231
Good
Yes
Weekly
House
2,363
3,885
63
Male
31,032
Single
null
High School
null
40.826171
Suburban
Premium
2
5
590
4
2022-12-22 15:21:39.151732
Average
Yes
Daily
Condo
981
3,886
null
Female
91,443
Divorced
0
PhD
null
13.994184
Rural
Basic
1
18
309
5
2023-11-11 15:21:39.134960
Good
Yes
Rarely
Condo
2,253
3,887
50
Female
29,624
Divorced
null
PhD
Unemployed
12.951373
Urban
Basic
null
4
677
2
2023-07-06 15:21:39.092127
Average
Yes
Daily
Condo
242
3,888
50
Male
15,409
Single
3
PhD
Unemployed
35.965146
Rural
Comprehensive
1
17
611
6
2023-06-29 15:21:39.190215
Good
Yes
Monthly
House
596
3,889
34
Male
23,689
Single
1
Master's
Self-Employed
27.099924
Rural
Comprehensive
null
11
822
4
2023-08-15 15:21:39.245086
null
No
Weekly
Condo
1,215
3,890
57
Female
8,881
Married
0
Master's
Self-Employed
17.957242
Urban
Premium
1
12
618
2
2020-02-25 15:21:39.155231
Poor
No
Rarely
House
1,559
3,891
38
Female
103,547
Single
2
PhD
Unemployed
null
Rural
Comprehensive
2
5
711
6
2019-10-05 15:21:39.174719
Poor
No
Weekly
House
1,414
3,892
49
Male
7,723
Single
null
Master's
Employed
46.263052
Suburban
Premium
null
7
690
9
2022-09-12 15:21:39.186212
Average
Yes
Weekly
House
964
3,893
41
Female
38,982
Married
null
Bachelor's
Self-Employed
7.888467
Urban
Comprehensive
null
9
751
4
2020-06-18 15:21:39.192212
Good
Yes
Rarely
Condo
466
3,894
50
Female
5,466
Single
1
PhD
Self-Employed
34.591207
Suburban
Comprehensive
null
7
471
7
2024-06-14 15:21:39.134960
Good
No
Rarely
Apartment
27
3,895
33
Female
1,601
Divorced
4
Bachelor's
null
26.788457
Rural
Comprehensive
2
7
null
2
2020-08-06 15:21:39.126661
Average
Yes
Weekly
Apartment
1,298
3,896
28
Male
8,319
Married
3
Bachelor's
Unemployed
20.973147
Rural
Premium
null
6
841
9
2024-02-25 15:21:39.205850
Poor
Yes
Weekly
House
1,615
3,897
48
Male
1,390
Married
1
PhD
Employed
null
Suburban
Basic
2
10
551
8
2023-07-18 15:21:39.170099
Good
No
Weekly
House
1,364
3,898
36
Female
15,409
Single
2
Bachelor's
Unemployed
44.012059
Rural
Premium
null
0
843
9
2023-03-23 15:21:39.190215
Average
Yes
Monthly
Apartment
519
3,899
35
Male
41,830
Single
null
Master's
Self-Employed
21.674678
Suburban
Basic
1
14
null
6
2021-02-12 15:21:39.272456
Average
Yes
Weekly
Apartment
1,913