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
36,800
64
Male
23,864
Divorced
3
High School
null
30.853186
Urban
Basic
1
0
837
1
2020-08-04 15:21:39.155231
Average
Yes
Daily
House
893
36,801
64
Female
25,962
Single
2
Master's
Unemployed
29.140544
Urban
Comprehensive
null
14
518
7
2020-08-03 15:21:39.192212
Poor
No
Daily
Condo
2,126
36,802
38
Male
44,213
Single
3
PhD
null
10.753926
Suburban
Basic
3
19
519
5
2023-07-08 15:21:39.087123
Average
No
Weekly
Condo
686
36,803
42
Female
24,855
Married
4
Master's
Self-Employed
46.170863
Urban
Comprehensive
null
8
783
3
2019-09-05 15:21:39.276388
Average
Yes
Rarely
Apartment
825
36,804
63
Female
27,048
Divorced
1
Bachelor's
Employed
10.898252
Urban
Comprehensive
null
11
544
5
2021-09-07 15:21:39.102694
Good
Yes
Monthly
Condo
326
36,805
35
Male
94,881
Married
4
Bachelor's
null
34.468661
Rural
Comprehensive
4
11
437
1
2019-10-01 15:21:39.134960
Average
Yes
Daily
Apartment
2,666
36,806
35
Female
132,832
Divorced
4
High School
Employed
17.175852
Rural
Comprehensive
1
11
769
9
2023-05-20 15:21:39.131192
Average
No
Weekly
House
392
36,807
30
Male
66,966
Married
3
Bachelor's
null
25.640502
Suburban
Basic
0
15
null
3
2022-05-19 15:21:39.224915
Good
No
Monthly
House
207
36,808
26
Female
12,892
Single
2
Master's
null
45.676928
Rural
Premium
null
3
483
3
2021-03-01 15:21:39.271453
Good
Yes
Daily
House
1,264
36,809
52
Female
57,954
Single
3
PhD
Employed
9.096307
Urban
Comprehensive
0
14
427
3
2021-01-09 15:21:39.223901
Poor
No
Monthly
Apartment
841
36,810
27
Male
7,261
Single
1
Master's
null
21.937019
Rural
Premium
2
2
682
5
2022-02-24 15:21:39.084065
Good
No
Weekly
House
578
36,811
59
Female
33,728
Divorced
4
Master's
Unemployed
24.746408
Urban
Premium
null
1
824
8
2022-08-31 15:21:39.246098
Good
Yes
Rarely
Condo
2,678
36,812
26
Female
13,506
Divorced
0
Bachelor's
Employed
43.22355
Rural
Premium
0
0
707
1
2022-10-19 15:21:39.093681
Average
No
Rarely
Condo
302
36,813
18
Male
15,776
Divorced
0
Bachelor's
Self-Employed
null
Urban
Premium
null
4
803
8
2023-03-28 15:21:39.198406
Good
Yes
Daily
Condo
735
36,814
61
Female
93,890
Divorced
0
PhD
Unemployed
null
Urban
Basic
null
0
585
8
2022-01-08 15:21:39.226954
null
Yes
Weekly
House
394
36,815
55
Female
null
Single
4
PhD
Self-Employed
21.957367
Suburban
Basic
1
8
446
7
2023-03-19 15:21:39.213373
Average
Yes
Monthly
House
2,822
36,816
47
Female
24,562
Divorced
1
Bachelor's
Unemployed
16.016976
Urban
Premium
2
10
557
7
2020-12-16 15:21:39.267454
Average
Yes
Rarely
Condo
2,102
36,817
21
Female
17,081
Married
2
Bachelor's
Employed
25.285464
Suburban
Premium
0
4
617
1
2023-11-07 15:21:39.198406
Good
Yes
Monthly
House
3,128
36,818
56
Male
15,761
Single
3
PhD
Employed
36.171612
Urban
Comprehensive
1
7
473
6
2020-05-05 15:21:39.084065
Average
No
Monthly
Apartment
1,016
36,819
45
Female
7,991
Divorced
1
High School
null
24.824137
Urban
Premium
0
14
658
1
2020-05-04 15:21:39.132191
Average
Yes
Rarely
Condo
1,665
36,820
29
Male
17,874
Divorced
1
PhD
Employed
22.873753
Suburban
Premium
2
13
795
8
2023-07-08 15:21:39.092127
null
No
Rarely
House
498
36,821
33
Male
29,073
Single
4
Master's
Unemployed
9.7233
Rural
Premium
1
11
592
7
2021-08-09 15:21:39.237118
Average
No
Monthly
Apartment
462
36,822
27
Male
2,587
Married
3
High School
null
7.444376
Urban
Comprehensive
null
18
486
6
2024-05-21 15:21:39.171102
Poor
Yes
Daily
Apartment
1,422
36,823
32
Female
1,323
Divorced
null
High School
Employed
42.926237
Suburban
Comprehensive
0
8
777
4
2021-06-23 15:21:39.079128
null
Yes
Daily
Apartment
899
36,824
46
Female
25,228
Divorced
0
Bachelor's
null
7.416735
Suburban
Comprehensive
0
3
639
7
2021-05-28 15:21:39.174719
null
Yes
Daily
House
1,121
36,825
51
Male
713
Married
0
PhD
Unemployed
8.884202
Rural
Comprehensive
2
1
565
5
2020-11-29 15:21:39.271453
Good
No
Rarely
Condo
474
36,826
51
Female
12,563
Divorced
3
Bachelor's
null
15.087641
Rural
Premium
4
0
null
4
2022-06-29 15:21:39.192212
Average
No
Rarely
House
1,651
36,827
60
Female
65,645
Single
3
High School
null
29.095017
Rural
Premium
null
5
421
5
2019-09-24 15:21:39.086123
Poor
Yes
Rarely
Condo
1,376
36,828
26
Male
6,972
Divorced
1
PhD
null
22.717501
Suburban
Premium
0
14
null
1
2023-02-08 15:21:39.214388
Average
No
Rarely
House
112
36,829
35
Male
3,380
Single
1
PhD
null
18.584929
Urban
Basic
1
10
373
3
2020-12-14 15:21:39.143708
Good
No
Daily
Apartment
1,527
36,830
32
Female
14,069
Divorced
3
Master's
Employed
13.933149
Suburban
Basic
null
15
667
3
2021-09-11 15:21:39.134960
Poor
Yes
Rarely
House
754
36,831
32
Male
45,695
Single
1
High School
Unemployed
11.114879
Urban
Premium
null
1
null
7
2022-05-23 15:21:39.209847
Poor
No
Daily
Apartment
335
36,832
51
Male
44,260
Single
0
Master's
Self-Employed
null
Suburban
Premium
1
0
795
1
2021-03-21 15:21:39.134960
Good
Yes
Daily
Apartment
1,153
36,833
54
Male
43,214
Married
1
PhD
null
38.175907
Urban
Premium
null
12
626
5
2022-07-17 15:21:39.145732
Poor
No
Daily
Condo
199
36,834
62
Female
23,159
Married
3
High School
Unemployed
15.827977
Urban
Premium
null
17
590
9
2020-08-13 15:21:39.189223
Good
Yes
Monthly
Condo
1,043
36,835
28
Male
2,663
Divorced
1
High School
Employed
21.85899
Rural
Comprehensive
null
13
792
9
2019-11-27 15:21:39.219432
Average
No
Weekly
House
494
36,836
51
Male
16,078
Divorced
1
High School
Unemployed
14.716173
Rural
Basic
null
3
558
6
2023-09-20 15:21:39.251142
Poor
Yes
Weekly
House
607
36,837
38
Female
1,819
Married
4
High School
null
13.856752
Rural
Comprehensive
1
0
487
9
2019-10-08 15:21:39.278402
Average
No
Monthly
House
577
36,838
24
Male
24,486
Married
4
Bachelor's
Unemployed
38.003215
Suburban
Comprehensive
3
0
565
3
2023-05-20 15:21:39.253660
Average
No
Weekly
House
397
36,839
57
Female
15,983
Married
1
Master's
Employed
43.386656
Suburban
Basic
0
12
454
8
2022-09-19 15:21:39.107553
Poor
Yes
Daily
Apartment
1,537
36,840
22
Female
42,097
Single
2
Master's
Employed
33.935
Rural
Basic
null
7
728
9
2023-07-10 15:21:39.155231
Average
No
Monthly
Apartment
882
36,841
26
Male
9,072
Single
1
High School
null
19.551156
Suburban
Comprehensive
1
11
685
8
2021-04-29 15:21:39.147735
Good
Yes
Daily
House
471
36,842
30
Male
44,170
Single
0
Bachelor's
Self-Employed
21.696944
Suburban
Basic
1
18
699
8
2021-09-29 15:21:39.106582
Average
Yes
Monthly
Condo
2,562
36,843
44
Male
26,265
Married
0
Master's
Unemployed
6.806505
Rural
Basic
1
4
804
7
2020-09-04 15:21:39.121169
Good
Yes
Monthly
Condo
4,239
36,844
33
Female
4,893
Divorced
1
High School
Employed
28.368924
Urban
Basic
null
14
359
5
2022-04-27 15:21:39.102694
Good
No
Rarely
Apartment
491
36,845
42
Male
27,881
Married
1
Bachelor's
Unemployed
16.671425
Urban
Comprehensive
0
18
790
2
2022-02-07 15:21:39.192212
Average
Yes
Daily
Apartment
1,487
36,846
48
Male
23,897
Divorced
0
PhD
null
31.567772
Urban
Premium
null
19
673
6
2020-05-26 15:21:39.285112
Average
No
Weekly
House
1,086
36,847
50
Female
43,988
Married
3
Master's
Unemployed
48.167934
Urban
Comprehensive
1
0
790
6
2024-02-18 15:21:39.222387
Poor
No
Daily
Condo
1,856
36,848
57
Male
80,553
Divorced
3
High School
Employed
37.956667
Suburban
Basic
3
8
322
6
2020-05-23 15:21:39.155231
Average
No
Monthly
House
567
36,849
50
Female
22,829
Divorced
0
High School
Employed
14.242053
Rural
Premium
0
6
573
4
2019-08-30 15:21:39.191219
Average
No
Weekly
Apartment
2,847
36,850
57
Female
3,859
Married
3
PhD
Self-Employed
34.481313
Urban
Basic
1
7
843
4
2023-07-30 15:21:39.107553
Good
No
Daily
Apartment
2,133
36,851
20
Male
20,498
Single
2
Master's
null
7.689465
Suburban
Basic
null
14
821
6
2023-09-14 15:21:39.205850
Good
No
Monthly
Condo
847
36,852
48
Male
60,080
Single
4
PhD
Unemployed
14.995681
Rural
Basic
2
4
575
1
2023-05-31 15:21:39.084065
Average
Yes
Weekly
Apartment
2,049
36,853
47
Male
103
Divorced
2
Master's
Self-Employed
21.682948
Rural
Basic
null
1
398
5
2024-08-13 15:21:39.155231
Poor
Yes
Weekly
Condo
1,581
36,854
39
Female
17,098
Divorced
4
PhD
Self-Employed
19.314901
Rural
Comprehensive
null
7
471
9
2020-01-17 15:21:39.237118
Average
No
Rarely
Condo
1,170
36,855
35
Male
null
Divorced
1
Master's
Employed
42.99421
Rural
Premium
1
12
699
2
2022-09-28 15:21:39.198406
Good
No
Monthly
Condo
150
36,856
43
Female
9,076
Divorced
3
Master's
Employed
null
Suburban
Basic
0
9
553
4
2021-03-03 15:21:39.134960
Poor
Yes
Daily
House
1,738
36,857
24
Female
145,531
Single
null
PhD
null
20.542151
Urban
Basic
2
5
415
8
2022-05-01 15:21:39.096739
Good
Yes
Weekly
Apartment
1,209
36,858
30
Male
21,854
Married
0
Master's
Employed
18.009532
Urban
Premium
1
12
null
5
2024-07-31 15:21:39.091080
Average
No
Monthly
Apartment
1,236
36,859
54
Female
4,834
Married
0
Bachelor's
null
14.412768
Suburban
Basic
0
8
null
8
2019-08-21 15:21:39.193945
Good
No
Weekly
Condo
738
36,860
56
Female
6,051
Married
1
PhD
Unemployed
22.634953
Rural
Premium
0
14
783
4
2022-08-11 15:21:39.192212
Average
No
Weekly
Apartment
803
36,861
32
Female
16,087
Married
3
High School
Employed
27.175316
Rural
Comprehensive
1
11
841
8
2019-08-30 15:21:39.171102
Poor
No
Rarely
Apartment
2,724
36,862
61
Female
16,077
Single
1
Master's
Unemployed
50.624375
Rural
Basic
null
7
741
2
2022-05-12 15:21:39.097737
Poor
Yes
Weekly
Condo
2,092
36,863
62
Female
7,091
Divorced
2
PhD
null
11.078763
Rural
Premium
null
12
713
5
2021-11-29 15:21:39.155231
Average
Yes
Monthly
House
110
36,864
59
Female
24,897
Divorced
1
Master's
null
11.347034
Urban
Premium
2
15
556
3
2021-07-12 15:21:39.133866
Good
Yes
Daily
Apartment
1,358
36,865
47
Male
84,744
Married
null
High School
Employed
35.535085
Urban
Premium
0
17
314
2
2023-12-11 15:21:39.283783
Good
Yes
Monthly
Condo
919
36,866
43
Female
79,305
Divorced
3
PhD
Self-Employed
17.002512
Suburban
Basic
3
19
341
3
2020-06-11 15:21:39.134960
Good
Yes
Monthly
House
901
36,867
61
Male
24,761
Divorced
0
Bachelor's
Unemployed
14.676729
Suburban
Comprehensive
0
8
646
6
2020-03-20 15:21:39.280784
Average
Yes
Monthly
Apartment
726
36,868
25
Female
25,539
Married
2
High School
null
6.836377
Urban
Basic
1
13
659
5
2019-09-03 15:21:39.126661
Good
No
Rarely
House
621
36,869
23
Female
34,163
Single
2
High School
Self-Employed
35.564795
Urban
Basic
null
19
829
7
2022-04-30 15:21:39.279729
Average
Yes
Rarely
Apartment
942
36,870
28
Male
18,053
Married
3
Master's
Employed
41.819205
Urban
Comprehensive
1
19
467
5
2022-02-07 15:21:39.188220
null
Yes
Weekly
Apartment
513
36,871
55
Male
50,938
Single
0
High School
null
29.907798
Rural
Comprehensive
2
11
408
9
2019-09-26 15:21:39.192212
Average
No
Monthly
House
1,547
36,872
51
Female
28,897
Married
4
PhD
Self-Employed
12.97615
Rural
Comprehensive
null
7
816
9
2023-03-01 15:21:39.194829
Average
No
Daily
House
2,172
36,873
19
Female
1,667
Married
0
PhD
Employed
null
Rural
Basic
1
15
599
2
2024-03-15 15:21:39.192212
Poor
Yes
Monthly
Apartment
881
36,874
56
Male
115,613
Married
4
Bachelor's
null
21.9645
Rural
Premium
0
2
705
4
2023-06-29 15:21:39.207847
Average
No
Monthly
Condo
328
36,875
46
Female
16,416
Single
2
High School
Employed
15.316898
Urban
Comprehensive
3
4
701
9
2021-11-29 15:21:39.134960
Average
No
Daily
Apartment
758
36,876
37
Female
4,838
Married
0
PhD
null
52.413916
Rural
Premium
1
9
null
4
2020-04-07 15:21:39.134960
Average
Yes
Daily
House
1,441
36,877
18
Male
53,783
Married
1
PhD
Unemployed
18.291866
Suburban
Basic
3
14
null
7
2023-01-18 15:21:39.207847
null
No
Daily
Apartment
838
36,878
44
Male
31,677
Married
1
Master's
Self-Employed
13.534912
Urban
Comprehensive
0
18
674
1
2020-09-17 15:21:39.165120
Good
No
Weekly
House
535
36,879
40
Male
109,418
Single
0
High School
Employed
25.089788
Urban
Comprehensive
0
1
377
1
2022-12-13 15:21:39.106582
Good
No
Weekly
Condo
997
36,880
30
Male
19,643
Divorced
0
Bachelor's
Employed
30.488614
Suburban
Basic
null
0
313
7
2020-10-30 15:21:39.146733
Good
No
Daily
Apartment
1,133
36,881
24
Female
39,079
Divorced
0
Master's
Self-Employed
28.099366
Rural
Comprehensive
3
17
644
9
2020-07-07 15:21:39.273973
Average
Yes
Daily
Condo
2,485
36,882
25
Female
61,137
Divorced
3
Bachelor's
Employed
43.121607
Rural
Basic
2
17
846
3
2022-11-27 15:21:39.147735
Average
Yes
Rarely
House
2,046
36,883
30
Female
89,946
Divorced
1
PhD
null
10.012409
Suburban
Comprehensive
2
18
481
6
2019-10-21 15:21:39.237118
null
Yes
Rarely
Apartment
946
36,884
46
Female
4,634
Divorced
4
Master's
Unemployed
33.839161
Urban
Comprehensive
3
18
602
1
2023-03-02 15:21:39.204201
Average
Yes
Rarely
Apartment
719
36,885
44
Male
17,963
Single
null
High School
Self-Employed
15.359427
Suburban
Premium
1
9
573
2
2020-12-27 15:21:39.237118
Poor
Yes
Weekly
Apartment
618
36,886
47
Female
7,079
Single
1
Bachelor's
Employed
5.122083
Urban
Basic
null
5
null
9
2022-04-09 15:21:39.288099
Good
Yes
Monthly
Apartment
724
36,887
27
Male
7,490
Divorced
2
Master's
null
3.610034
Rural
Premium
1
15
761
3
2021-03-14 15:21:39.211806
Good
Yes
Daily
House
1,470
36,888
22
Female
15,688
Married
null
High School
null
15.445073
Urban
Premium
1
6
614
1
2023-01-23 15:21:39.132191
Poor
Yes
Rarely
Condo
1,701
36,889
44
Male
106,878
Married
4
PhD
Self-Employed
35.883577
Suburban
Comprehensive
1
18
397
4
2020-03-17 15:21:39.216387
Good
No
Monthly
House
809
36,890
49
Female
26,246
Married
2
High School
null
49.095014
Urban
Basic
null
3
null
1
2021-03-15 15:21:39.095696
Average
No
Monthly
House
1,186
36,891
27
Female
10,654
Divorced
0
High School
Unemployed
20.094476
Rural
Basic
null
18
779
1
2023-07-24 15:21:39.173834
Average
Yes
Daily
Apartment
910
36,892
60
Female
24,761
Divorced
2
Master's
Unemployed
41.69085
Urban
Basic
0
19
582
5
2020-01-11 15:21:39.237118
Average
No
Weekly
Apartment
2,486
36,893
48
Male
15,098
Married
2
Master's
Unemployed
15.583247
Suburban
Premium
null
6
652
2
2020-06-07 15:21:39.120168
Poor
Yes
Rarely
House
2,538
36,894
21
Male
12,056
Divorced
1
Bachelor's
Unemployed
13.59809
Rural
Basic
null
17
767
2
2023-04-29 15:21:39.105504
Poor
No
Monthly
House
556
36,895
37
Female
34,376
Divorced
3
PhD
Unemployed
10.392646
Urban
Premium
2
9
685
7
2022-02-13 15:21:39.182597
Good
Yes
Daily
Apartment
1,255
36,896
64
Female
114,884
Married
null
Master's
Employed
4.592261
Urban
Comprehensive
4
2
574
7
2023-06-12 15:21:39.155231
null
Yes
Monthly
House
3,168
36,897
35
Male
75,729
Divorced
1
PhD
Employed
51.548813
Urban
Premium
null
19
624
3
2024-03-16 15:21:39.134960
Good
No
Monthly
House
925
36,898
30
Female
28,991
Divorced
4
Bachelor's
null
36.766846
Urban
Comprehensive
3
4
733
4
2020-11-20 15:21:39.237118
Poor
Yes
Weekly
House
1,068
36,899
49
Female
52,194
Single
2
PhD
Self-Employed
19.566765
Rural
Comprehensive
0
11
801
2
2021-10-14 15:21:39.182597
Poor
Yes
Monthly
House
99