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
14,800
37
Male
14,919
Married
2
Master's
Employed
20.835875
Urban
Basic
3
13
null
6
2020-11-26 15:21:39.120168
Average
No
Rarely
Apartment
189
14,801
32
Male
86,472
Single
2
Master's
Self-Employed
46.33993
Urban
Comprehensive
2
14
361
1
2022-11-08 15:21:39.131192
Good
No
Daily
Apartment
486
14,802
25
Male
34,348
Single
null
Bachelor's
Self-Employed
20.397029
Suburban
Comprehensive
1
19
null
2
2021-06-17 15:21:39.182597
null
No
Weekly
House
3,620
14,803
43
Female
5,813
Single
2
PhD
Employed
14.888568
Rural
Basic
0
16
562
6
2024-07-31 15:21:39.123711
Poor
No
Rarely
Condo
1,607
14,804
52
Male
14,054
Divorced
1
PhD
null
49.739654
Suburban
Basic
1
10
613
9
2021-08-02 15:21:39.288099
Average
Yes
Monthly
Apartment
718
14,805
26
Female
5,068
Divorced
4
Bachelor's
Unemployed
31.029725
Suburban
Premium
null
8
605
9
2023-11-13 15:21:39.281787
Good
No
Monthly
Condo
456
14,806
47
Male
7,095
Divorced
0
PhD
Self-Employed
7.481636
Urban
Comprehensive
0
15
null
6
2022-11-24 15:21:39.205850
Average
Yes
Rarely
House
846
14,807
23
Female
2,989
Divorced
4
Master's
Self-Employed
34.28994
Urban
Comprehensive
0
16
727
4
2020-02-14 15:21:39.237118
Average
Yes
Rarely
House
3,138
14,808
32
Male
30,862
Single
1
PhD
Employed
50.444214
Rural
Premium
1
9
846
4
2024-04-27 15:21:39.194829
Average
Yes
Weekly
Condo
2,310
14,809
20
Male
51,591
Married
0
Master's
null
17.996977
Rural
Premium
0
1
849
4
2023-10-24 15:21:39.263607
Poor
No
Weekly
Apartment
371
14,810
54
Female
37,662
Married
null
PhD
Employed
9.719144
Urban
Premium
1
3
641
9
2019-09-01 15:21:39.279729
Good
No
Weekly
Condo
3,124
14,811
22
Female
28,680
Divorced
2
Bachelor's
Self-Employed
8.184565
Urban
Premium
2
3
697
6
2022-05-05 15:21:39.155231
Good
No
Daily
House
489
14,812
60
Male
96,667
Married
3
High School
null
15.51693
Urban
Premium
0
4
730
4
2021-07-15 15:21:39.144722
Good
Yes
Rarely
Condo
303
14,813
31
Male
1,079
Married
null
High School
Self-Employed
13.492614
Suburban
Premium
null
13
763
2
2023-04-08 15:21:39.223901
Poor
No
Rarely
House
2,677
14,814
56
Male
48,534
Single
1
High School
Self-Employed
36.564941
Suburban
Basic
null
17
415
5
2019-11-30 15:21:39.107553
null
Yes
Rarely
Apartment
940
14,815
21
Female
26,364
Married
4
Master's
null
null
Urban
Basic
0
16
454
5
2023-02-10 15:21:39.109552
Average
No
Rarely
House
1,620
14,816
34
Female
29,317
Divorced
4
High School
Unemployed
49.065133
Urban
Comprehensive
null
0
507
5
2021-09-11 15:21:39.115178
Average
No
Monthly
Condo
4,408
14,817
53
Female
30,593
Divorced
3
PhD
Self-Employed
3.928315
Suburban
Comprehensive
1
4
542
1
2023-04-13 15:21:39.235012
Average
No
Weekly
Apartment
2,077
14,818
25
Male
37,730
Married
4
High School
Self-Employed
21.351926
Urban
Comprehensive
null
7
433
4
2023-11-16 15:21:39.149731
Good
Yes
Monthly
Condo
1,039
14,819
43
Male
6,724
Married
2
Master's
Unemployed
9.174511
Urban
Basic
3
19
641
3
2023-07-07 15:21:39.226954
Average
Yes
Weekly
House
925
14,820
19
Female
12,262
Married
2
Master's
null
22.771365
Suburban
Premium
0
0
null
8
2021-01-30 15:21:39.201446
Poor
Yes
Rarely
Apartment
1,352
14,821
40
Male
18,608
Married
4
Master's
null
4.979608
Rural
Premium
0
15
null
5
2021-01-09 15:21:39.154008
Good
Yes
Monthly
House
1,094
14,822
45
Female
25,773
Married
4
Bachelor's
Employed
15.898664
Suburban
Comprehensive
null
11
551
7
2021-08-06 15:21:39.221386
Poor
Yes
Rarely
House
2,289
14,823
22
Female
86,906
Single
0
Bachelor's
Employed
18.064219
Rural
Premium
null
10
665
3
2023-04-05 15:21:39.198406
Average
No
Daily
Apartment
394
14,824
22
Female
26,273
Married
4
Bachelor's
null
53.652388
Suburban
Basic
null
8
710
7
2021-07-26 15:21:39.098696
Good
Yes
Daily
Apartment
1,568
14,825
18
Female
43,489
Married
1
Bachelor's
Employed
26.835672
Rural
Comprehensive
null
5
471
2
2023-05-07 15:21:39.155231
Average
No
Rarely
Apartment
705
14,826
53
Female
928
Married
4
High School
Employed
45.754863
Rural
Basic
2
5
633
4
2020-10-24 15:21:39.112553
Good
Yes
Daily
House
1,757
14,827
64
Male
5,856
Divorced
2
PhD
Self-Employed
29.016095
Suburban
Premium
2
0
627
6
2023-07-09 15:21:39.245086
Average
Yes
Rarely
Apartment
1,466
14,828
60
Female
43,747
Single
1
High School
null
26.819726
Suburban
Basic
0
14
null
6
2023-02-04 15:21:39.166062
Average
No
Weekly
Apartment
513
14,829
44
Female
25,276
Divorced
0
PhD
null
35.594948
Suburban
Basic
null
12
null
6
2023-04-28 15:21:39.155231
Good
No
Weekly
Condo
1,359
14,830
25
Female
14,891
Single
1
High School
Self-Employed
42.14773
Urban
Comprehensive
null
8
null
7
2023-01-27 15:21:39.244069
Poor
Yes
Rarely
Apartment
907
14,831
57
Male
33,781
Single
1
PhD
Employed
13.952357
Suburban
Premium
1
3
433
3
2020-06-08 15:21:39.134960
Average
No
Daily
Apartment
1,112
14,832
61
Male
16,539
Divorced
2
PhD
Unemployed
37.099897
Suburban
Comprehensive
0
5
null
3
2023-12-19 15:21:39.082499
Good
No
Daily
Apartment
712
14,833
24
Female
35,725
Divorced
2
High School
Employed
16.294616
Suburban
Comprehensive
0
12
799
5
2020-08-22 15:21:39.237118
Good
No
Rarely
House
1,085
14,834
29
Female
null
Married
0
PhD
null
26.756677
Suburban
Basic
1
13
384
1
2020-07-25 15:21:39.147735
Poor
Yes
Weekly
Apartment
2,401
14,835
50
Male
43,788
Married
1
Master's
Employed
15.817281
Urban
Basic
0
14
471
2
2023-12-30 15:21:39.168099
Good
No
Weekly
House
471
14,836
23
Male
80,858
Divorced
4
PhD
null
49.30975
Urban
Comprehensive
2
18
null
4
2022-12-02 15:21:39.244069
Average
No
Monthly
House
1,886
14,837
24
Female
58,810
null
4
High School
Self-Employed
38.822623
Suburban
Premium
0
14
385
3
2024-02-26 15:21:39.282785
Average
Yes
Weekly
Apartment
557
14,838
27
Male
5,221
Divorced
0
Master's
Self-Employed
47.256215
Suburban
Basic
0
17
799
5
2019-11-26 15:21:39.221386
Good
No
Rarely
House
628
14,839
63
Female
null
Married
4
PhD
Self-Employed
9.234481
Urban
Comprehensive
0
0
416
6
2021-08-05 15:21:39.205850
Poor
No
Monthly
Condo
2,668
14,840
29
Female
564
Single
3
PhD
Self-Employed
6.807899
Rural
Premium
5
8
781
3
2021-07-13 15:21:39.278402
Average
No
Daily
Condo
1,526
14,841
24
Male
1,623
Divorced
null
Master's
null
49.824679
Rural
Comprehensive
4
12
773
6
2020-10-06 15:21:39.155231
Average
No
Daily
House
1,251
14,842
52
Female
43,478
Married
4
Bachelor's
null
null
Urban
Basic
null
14
651
4
2021-11-26 15:21:39.147735
Average
Yes
Weekly
Apartment
688
14,843
39
Male
52,182
Married
1
Master's
Self-Employed
12.934974
Suburban
Basic
null
18
323
8
2023-11-12 15:21:39.155231
Average
No
Weekly
House
717
14,844
29
Female
142,932
Married
4
PhD
Employed
14.494878
Rural
Premium
null
12
486
6
2020-04-03 15:21:39.223901
Poor
Yes
Daily
House
303
14,845
19
Female
2,080
Single
2
PhD
Employed
34.57152
Suburban
Comprehensive
0
15
627
5
2021-06-14 15:21:39.257696
null
No
Weekly
Apartment
1,438
14,846
25
Male
55,913
Single
2
High School
Self-Employed
49.81444
Urban
Comprehensive
1
15
641
1
2024-04-14 15:21:39.259788
Average
No
Monthly
Condo
2,950
14,847
18
Female
519
Single
2
Master's
null
null
Suburban
Comprehensive
1
9
735
3
2023-04-05 15:21:39.086123
Good
No
Daily
Apartment
37
14,848
53
Female
74,479
Divorced
2
High School
null
null
Rural
Premium
0
1
478
6
2023-05-01 15:21:39.134960
Good
No
Weekly
Apartment
793
14,849
51
Female
11,858
Single
1
PhD
null
7.075869
Suburban
Comprehensive
1
19
617
3
2020-10-12 15:21:39.147735
Average
Yes
Monthly
Apartment
657
14,850
46
Male
62,093
Married
3
Master's
Employed
7.797793
Rural
Basic
1
8
null
1
2024-02-19 15:21:39.117183
Average
Yes
Daily
Apartment
86
14,851
42
Female
15,986
Married
1
Bachelor's
Self-Employed
23.912178
Urban
Comprehensive
null
15
703
8
2022-08-18 15:21:39.121169
null
Yes
Weekly
Apartment
1,175
14,852
42
Male
665
Divorced
2
PhD
Self-Employed
12.98845
Urban
Comprehensive
1
10
821
8
2024-05-26 15:21:39.189223
null
No
Monthly
House
1,176
14,853
54
Male
15,333
Divorced
2
High School
Unemployed
27.917904
Rural
Premium
null
13
794
8
2021-08-08 15:21:39.256696
Good
Yes
Rarely
Condo
2,601
14,854
56
Female
10,458
Married
0
High School
Unemployed
25.355713
Urban
Basic
1
12
635
2
2023-05-30 15:21:39.254678
Good
Yes
Weekly
Condo
542
14,855
51
Female
null
Single
1
Master's
null
15.336743
Urban
Basic
1
0
637
7
2020-06-05 15:21:39.155231
Poor
Yes
Rarely
House
352
14,856
28
Male
5,925
Single
0
High School
Employed
29.622957
Suburban
Comprehensive
2
3
306
7
2023-09-09 15:21:39.279729
Average
No
Weekly
Apartment
542
14,857
55
Female
12,098
Divorced
3
Master's
Unemployed
11.277871
Urban
Comprehensive
null
9
621
4
2024-02-11 15:21:39.170099
Average
Yes
Weekly
Apartment
961
14,858
19
Male
117,549
Married
1
High School
Unemployed
31.155966
Urban
Comprehensive
null
18
489
5
2020-03-03 15:21:39.177724
null
No
Monthly
House
1,270
14,859
null
Male
5,447
Single
4
Bachelor's
null
41.879125
Rural
Premium
null
2
592
1
2024-07-24 15:21:39.198406
Poor
No
Rarely
Apartment
2,003
14,860
23
Male
28,450
Single
4
Bachelor's
Employed
27.038101
Suburban
Premium
0
3
711
8
2021-07-10 15:21:39.287115
Average
Yes
Rarely
House
832
14,861
30
Male
27,358
Divorced
4
High School
Employed
11.717667
Urban
Comprehensive
0
15
468
1
2020-10-17 15:21:39.093681
Poor
No
Weekly
Condo
724
14,862
23
Male
2,696
Married
4
Bachelor's
Unemployed
33.015976
Suburban
Comprehensive
2
16
835
9
2021-03-23 15:21:39.237118
Good
No
Monthly
House
583
14,863
28
Female
5,873
Single
2
Master's
Self-Employed
4.944853
Urban
Comprehensive
null
17
719
3
2023-04-30 15:21:39.170099
Average
No
Weekly
House
518
14,864
40
Male
24,382
Single
1
High School
null
37.838146
Suburban
Basic
1
1
518
8
2021-09-05 15:21:39.134960
Average
Yes
Rarely
Apartment
2,561
14,865
51
Female
82,347
Divorced
4
Master's
Employed
20.81461
Rural
Basic
1
7
594
9
2021-03-10 15:21:39.155231
Average
Yes
Weekly
Condo
125
14,866
42
Female
12,881
Married
1
Master's
null
46.232526
Urban
Comprehensive
null
4
609
8
2021-06-16 15:21:39.132191
Average
No
Monthly
Apartment
1,239
14,867
55
Female
40,608
Married
2
Master's
Self-Employed
47.176927
Rural
Basic
0
4
652
6
2020-08-05 15:21:39.168099
Poor
Yes
Monthly
Condo
1,618
14,868
36
Male
26,892
Married
null
Master's
Self-Employed
12.793579
Rural
Basic
1
17
534
3
2022-04-11 15:21:39.093681
Good
Yes
Weekly
House
855
14,869
44
Female
39,764
Single
0
PhD
Employed
14.489323
Rural
Basic
null
15
753
8
2021-03-06 15:21:39.176717
Poor
Yes
Weekly
House
119
14,870
19
Female
20,389
Married
4
Bachelor's
null
8.828786
Suburban
Premium
2
10
634
8
2020-05-01 15:21:39.274993
Good
No
Daily
House
1,747
14,871
48
Male
143,961
Divorced
0
Master's
Unemployed
25.584666
Suburban
Comprehensive
null
10
null
3
2022-05-11 15:21:39.110557
null
No
Rarely
Condo
382
14,872
39
Male
39,091
Married
4
Master's
Employed
43.874015
Suburban
Comprehensive
null
17
762
3
2023-05-10 15:21:39.095696
Poor
Yes
Monthly
Condo
662
14,873
49
Male
10,082
Divorced
2
Master's
Employed
41.453806
Suburban
Comprehensive
2
4
543
9
2024-05-04 15:21:39.261856
Good
No
Rarely
Apartment
586
14,874
50
Male
12,962
Single
4
Master's
Unemployed
16.634248
Suburban
Basic
0
2
781
3
2020-03-21 15:21:39.098696
Average
Yes
Daily
Condo
33
14,875
36
Female
25,984
Married
1
Master's
Employed
30.136025
Rural
Premium
2
6
718
3
2022-11-26 15:21:39.126661
Poor
Yes
Weekly
Condo
492
14,876
31
Female
16,211
Married
4
PhD
null
15.735458
Urban
Basic
1
19
776
9
2019-08-31 15:21:39.217387
null
No
Weekly
Apartment
381
14,877
53
Male
12,185
Divorced
4
Bachelor's
Employed
21.355522
Urban
Basic
null
13
519
9
2022-06-22 15:21:39.236064
Good
No
Rarely
Apartment
150
14,878
48
Male
70,909
Single
0
Master's
Unemployed
22.664495
Rural
Basic
0
9
432
9
2021-04-26 15:21:39.092127
Average
Yes
Weekly
Apartment
1,216
14,879
28
Female
20,791
Married
0
Bachelor's
Unemployed
38.913805
Suburban
Basic
1
10
528
5
2024-02-21 15:21:39.191219
Good
Yes
Monthly
Condo
812
14,880
45
Male
23,273
Divorced
2
Bachelor's
null
29.8908
Urban
Comprehensive
0
17
764
2
2023-07-13 15:21:39.237118
Poor
Yes
Rarely
Apartment
593
14,881
63
Male
1,809
Divorced
3
Bachelor's
Self-Employed
14.017951
Rural
Comprehensive
1
8
513
9
2023-08-19 15:21:39.256696
Good
No
Daily
House
23
14,882
60
Male
2,310
Single
4
High School
Self-Employed
null
Rural
Comprehensive
0
18
507
8
2019-12-17 15:21:39.154008
Average
Yes
Rarely
Apartment
1,056
14,883
61
Male
23,250
Divorced
3
Master's
Employed
18.934368
Urban
Premium
null
8
636
8
2020-01-12 15:21:39.171102
Good
Yes
Rarely
Condo
955
14,884
47
Female
67,933
Divorced
1
Master's
Employed
21.313645
Rural
Premium
1
5
397
2
2019-10-24 15:21:39.095696
Average
Yes
Monthly
House
1,651
14,885
64
Female
50,276
Divorced
2
PhD
Employed
19.892663
Suburban
Comprehensive
2
15
651
3
2024-02-13 15:21:39.231531
Good
No
Daily
House
1,978
14,886
32
Male
1,523
Divorced
4
PhD
Employed
6.457051
Rural
Comprehensive
3
14
801
9
2019-09-28 15:21:39.283783
Good
Yes
Rarely
House
3,275
14,887
26
Male
63,750
Married
2
Master's
Unemployed
41.997581
Rural
Basic
null
12
813
2
2021-04-14 15:21:39.168099
Good
No
Weekly
Condo
49
14,888
18
Female
110,149
Single
null
PhD
Self-Employed
41.667624
Rural
Premium
2
8
577
3
2021-03-22 15:21:39.264504
Average
No
Daily
House
332
14,889
25
Female
58,917
Divorced
2
Bachelor's
null
40.642378
Urban
Comprehensive
null
16
580
3
2020-05-06 15:21:39.274993
Average
Yes
Weekly
House
230
14,890
38
Female
45,940
Married
4
High School
Employed
14.948983
Suburban
Basic
0
4
334
8
2020-08-08 15:21:39.237118
Good
Yes
Rarely
House
827
14,891
55
Female
34,108
Single
null
High School
Self-Employed
27.912058
Urban
Premium
null
5
557
2
2021-05-13 15:21:39.131192
Average
Yes
Rarely
Condo
30
14,892
24
Female
null
Married
2
PhD
Unemployed
36.496621
Rural
Premium
0
13
338
6
2024-03-19 15:21:39.129190
Good
No
Monthly
Condo
1,604
14,893
31
Male
87,832
Married
null
PhD
Unemployed
16.638383
Urban
Comprehensive
null
9
459
5
2023-09-25 15:21:39.186212
Good
Yes
Rarely
Apartment
563
14,894
48
Male
null
Divorced
4
PhD
null
10.122594
Suburban
Comprehensive
4
8
456
7
2024-05-22 15:21:39.172097
Poor
Yes
Daily
Apartment
1,318
14,895
37
Male
64,350
Divorced
1
Master's
Employed
30.590938
Urban
Basic
null
0
355
9
2019-11-18 15:21:39.248098
Good
No
Weekly
House
805
14,896
26
Male
40,336
Divorced
null
PhD
null
4.24119
Suburban
Comprehensive
null
6
558
3
2020-08-25 15:21:39.217387
Poor
No
Rarely
Apartment
2,593
14,897
18
Male
45,624
Married
3
Bachelor's
null
30.025816
Suburban
Comprehensive
0
14
705
1
2024-01-16 15:21:39.279729
Average
Yes
Daily
Apartment
39
14,898
34
Female
20,379
Single
4
Master's
null
25.929378
Urban
Premium
null
18
540
4
2021-01-12 15:21:39.108562
Good
Yes
Rarely
Condo
1,212
14,899
44
Female
132,515
Married
1
PhD
Unemployed
3.944305
Urban
Premium
null
4
693
2
2020-07-06 15:21:39.155231
Good
Yes
Weekly
Condo
48