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
1,171,800
43
Female
3,354
Divorced
null
High School
null
36.339924
Suburban
Comprehensive
2
1
758
7
2022-03-25 15:21:39.280784
Average
No
Monthly
Apartment
1,377
1,171,801
30
Female
1,761
Single
3
PhD
Employed
21.389948
Urban
Basic
null
3
778
5
2022-03-10 15:21:39.134960
Good
Yes
Rarely
Apartment
2,438
1,171,802
44
Male
38,305
Married
1
Bachelor's
Self-Employed
12.91446
Urban
Premium
null
1
698
8
2022-08-16 15:21:39.171102
Good
Yes
Weekly
House
990
1,171,803
33
Male
8,069
Single
3
Master's
Employed
12.727948
Rural
Premium
1
19
500
5
2020-09-16 15:21:39.192212
Good
Yes
Monthly
Condo
822
1,171,804
60
Female
26,203
Divorced
2
Bachelor's
Self-Employed
6.680069
Rural
Basic
0
15
427
5
2022-01-21 15:21:39.219432
Poor
Yes
Rarely
House
1,369
1,171,805
46
Female
76,434
Divorced
0
PhD
Unemployed
19.135028
Rural
Premium
1
12
468
4
2021-08-14 15:21:39.143708
Average
No
Rarely
Apartment
1,851
1,171,806
58
Male
64,222
Single
0
PhD
Employed
29.976171
Urban
Basic
1
18
591
2
2021-08-20 15:21:39.152732
Poor
Yes
Rarely
Apartment
3,908
1,171,807
50
Male
29,702
Single
4
High School
Employed
22.759318
Rural
Basic
0
12
636
2
2023-06-26 15:21:39.144722
Good
No
Monthly
Apartment
2,145
1,171,808
36
Male
24,981
Divorced
0
PhD
Employed
null
Urban
Basic
1
12
325
3
2023-03-06 15:21:39.132191
Good
Yes
Weekly
Condo
1,453
1,171,809
46
Female
146,681
Divorced
1
Bachelor's
Unemployed
25.944156
Urban
Basic
2
18
727
4
2021-06-06 15:21:39.122134
Good
Yes
Monthly
House
397
1,171,810
28
Male
11,771
Divorced
4
High School
null
44.266942
Rural
Basic
3
16
515
6
2024-05-18 15:21:39.133866
Average
No
Monthly
Apartment
629
1,171,811
46
Female
17,177
Married
3
PhD
null
12.648006
Urban
Premium
null
6
523
2
2022-02-07 15:21:39.134960
Poor
Yes
Daily
Condo
446
1,171,812
34
Female
18,095
Divorced
null
PhD
Unemployed
17.874005
Suburban
Comprehensive
1
19
null
5
2023-02-02 15:21:39.102694
Average
No
Rarely
Condo
115
1,171,813
21
Male
59,411
Divorced
3
Bachelor's
null
42.815319
Suburban
Comprehensive
null
0
447
6
2021-09-13 15:21:39.185215
Poor
No
Daily
Condo
1,912
1,171,814
30
Female
15,862
Single
4
High School
Self-Employed
42.91434
Rural
Comprehensive
0
13
526
6
2020-08-15 15:21:39.172097
Average
No
Daily
House
26
1,171,815
21
Male
34,748
Divorced
2
Bachelor's
Self-Employed
46.282833
Suburban
Premium
1
11
775
5
2022-05-22 15:21:39.271453
Average
Yes
Rarely
Condo
1,942
1,171,816
41
Female
17,086
Single
2
Bachelor's
Unemployed
31.481936
Rural
Comprehensive
1
11
590
4
2024-07-14 15:21:39.202448
Average
Yes
Weekly
Apartment
147
1,171,817
46
Male
20,255
Married
4
High School
Self-Employed
32.890461
Urban
Comprehensive
0
8
629
5
2023-01-26 15:21:39.166062
Average
No
Monthly
House
390
1,171,818
38
Female
24,095
Married
1
PhD
null
12.23598
Urban
Comprehensive
1
13
314
7
2020-04-28 15:21:39.104139
null
No
Daily
Apartment
1,098
1,171,819
50
Male
45,539
Divorced
3
Bachelor's
null
19.090824
Suburban
Basic
0
3
507
7
2024-04-09 15:21:39.237118
Poor
Yes
Rarely
Condo
745
1,171,820
49
Female
19,885
Married
1
PhD
Employed
29.693644
Urban
Basic
1
10
403
4
2023-02-20 15:21:39.223390
Average
No
Rarely
House
1,633
1,171,821
46
Female
139,815
Single
3
Bachelor's
Self-Employed
6.275714
Suburban
Premium
0
14
431
5
2021-10-09 15:21:39.122134
Average
No
Monthly
Condo
1,614
1,171,822
57
Male
7,881
Divorced
0
Bachelor's
Unemployed
35.843294
Suburban
Comprehensive
null
10
543
2
2023-12-04 15:21:39.134960
Good
No
Daily
Apartment
1,071
1,171,823
45
Male
24,108
Divorced
null
Master's
null
31.418749
Rural
Premium
0
11
793
1
2019-10-10 15:21:39.155231
Good
Yes
Daily
Apartment
814
1,171,824
43
Male
16,780
Single
3
PhD
Unemployed
31.828595
Urban
Comprehensive
1
6
770
9
2023-03-13 15:21:39.222387
Good
Yes
Monthly
Condo
1,388
1,171,825
34
Male
109,488
Divorced
3
Bachelor's
null
35.444564
Rural
Comprehensive
1
7
404
5
2021-11-18 15:21:39.279729
Poor
Yes
Monthly
Apartment
2,106
1,171,826
44
Female
121,629
Single
4
Master's
Self-Employed
37.286021
Suburban
Premium
0
4
380
9
2022-03-02 15:21:39.155231
Average
No
Weekly
Apartment
1,106
1,171,827
37
Female
48,621
Divorced
3
High School
Self-Employed
24.016954
Rural
Basic
null
7
433
3
2023-07-12 15:21:39.193945
Good
No
Weekly
Apartment
111
1,171,828
37
Male
2,639
null
3
PhD
Employed
37.737847
Rural
Premium
null
13
null
5
2022-08-25 15:21:39.202448
Poor
No
Weekly
Apartment
100
1,171,829
45
Male
4,908
Divorced
1
High School
Self-Employed
null
Rural
Premium
1
2
554
3
2024-01-01 15:21:39.176717
Poor
No
Monthly
House
45
1,171,830
63
Male
3,240
Married
2
Master's
Unemployed
13.290859
Rural
Basic
2
7
807
1
2020-10-03 15:21:39.155231
Average
Yes
Weekly
Condo
1,051
1,171,831
40
Male
null
Married
4
High School
null
32.636686
Suburban
Basic
1
6
331
8
2023-10-20 15:21:39.126661
Average
Yes
Monthly
Apartment
2,051
1,171,832
49
Female
39,729
Divorced
4
High School
null
21.445716
Rural
Basic
null
12
588
4
2024-02-29 15:21:39.191219
Poor
No
Monthly
Apartment
1,224
1,171,833
64
Male
52,269
Divorced
3
High School
Self-Employed
50.766524
Suburban
Premium
0
18
801
5
2019-09-25 15:21:39.223901
null
Yes
Weekly
Condo
2,091
1,171,834
46
Male
1,820
Married
4
High School
Unemployed
40.042242
Rural
Comprehensive
2
17
427
9
2022-10-04 15:21:39.288099
Average
Yes
Daily
Apartment
492
1,171,835
21
Female
26,861
Single
3
Bachelor's
null
19.906403
Urban
Basic
3
18
577
9
2024-07-20 15:21:39.095696
Good
Yes
Rarely
House
391
1,171,836
56
Female
23,142
Divorced
4
Bachelor's
Self-Employed
49.819368
Rural
Basic
1
12
361
7
2023-10-02 15:21:39.111551
Average
No
Monthly
House
573
1,171,837
19
Female
6,092
Married
0
Master's
Employed
13.806615
Suburban
Comprehensive
0
13
725
5
2024-02-29 15:21:39.191219
Poor
Yes
Weekly
House
28
1,171,838
40
Female
76,279
Divorced
0
Bachelor's
Employed
23.143436
Suburban
Premium
0
1
300
1
2020-12-09 15:21:39.097737
Average
No
Rarely
Apartment
429
1,171,839
53
Female
44,873
Single
2
Bachelor's
Self-Employed
45.221337
Rural
Basic
1
9
772
9
2020-09-11 15:21:39.273973
Average
No
Rarely
Condo
572
1,171,840
23
Male
20,231
Single
2
High School
Employed
27.35667
Suburban
Premium
0
9
694
1
2020-10-02 15:21:39.194829
Poor
Yes
Rarely
House
825
1,171,841
null
Female
43,960
Married
2
High School
Employed
null
Rural
Premium
0
7
714
5
2022-08-10 15:21:39.256696
Average
No
Weekly
House
845
1,171,842
44
Male
2,474
Married
3
Master's
Unemployed
33.555917
Suburban
Comprehensive
1
4
576
5
2021-11-10 15:21:39.105504
Good
No
Daily
Apartment
1,874
1,171,843
61
Male
81,637
Divorced
0
PhD
Self-Employed
23.084581
Urban
Premium
1
8
662
5
2019-10-29 15:21:39.194829
Poor
Yes
Weekly
House
359
1,171,844
61
Male
40,585
Single
0
PhD
null
31.649315
Urban
Comprehensive
null
7
818
4
2020-10-14 15:21:39.134960
Good
No
Monthly
House
882
1,171,845
36
Male
44,241
null
1
Master's
null
13.649975
Suburban
Basic
3
11
696
7
2023-07-09 15:21:39.134960
Average
No
Daily
House
644
1,171,846
18
Female
35,608
Divorced
0
Master's
Self-Employed
25.964456
Rural
Basic
0
6
753
3
2022-04-11 15:21:39.187211
Poor
No
Daily
Condo
276
1,171,847
47
Male
26,584
Single
0
PhD
null
34.810084
Rural
Basic
1
12
478
7
2020-07-28 15:21:39.147735
Average
Yes
Monthly
Condo
479
1,171,848
54
Male
25,963
Single
1
PhD
null
28.563124
Rural
Premium
1
15
755
2
2021-07-19 15:21:39.107553
Good
No
Daily
Condo
1,148
1,171,849
53
Male
25,571
Single
3
PhD
Self-Employed
21.572746
Rural
Basic
null
12
796
1
2024-02-06 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,784
1,171,850
28
Female
27,217
Divorced
3
High School
null
25.148829
Rural
Premium
0
12
476
9
2023-06-10 15:21:39.134960
Average
Yes
Rarely
Apartment
1,841
1,171,851
55
Male
30,776
Single
4
Master's
Unemployed
41.490787
Rural
Premium
0
7
630
7
2020-03-08 15:21:39.194829
Poor
No
Rarely
Apartment
45
1,171,852
54
Male
75,917
Single
4
Master's
null
34.879208
Suburban
Comprehensive
2
12
null
2
2021-11-22 15:21:39.200452
Average
No
Monthly
Apartment
185
1,171,853
26
Female
18,693
Divorced
3
PhD
Employed
47.371883
Suburban
Premium
null
5
null
4
2020-03-15 15:21:39.167099
Good
Yes
Weekly
Condo
515
1,171,854
25
Male
44,732
Married
0
PhD
null
null
Urban
Premium
null
8
637
9
2021-10-30 15:21:39.131192
Good
Yes
Weekly
Apartment
511
1,171,855
40
Male
146,231
Married
2
Bachelor's
Self-Employed
20.283702
Suburban
Comprehensive
0
11
608
8
2022-07-12 15:21:39.166062
Good
No
Weekly
Condo
108
1,171,856
57
Male
56,915
Married
1
High School
null
24.865345
Urban
Premium
1
0
442
4
2021-10-01 15:21:39.175719
Poor
Yes
Weekly
House
788
1,171,857
39
Male
51,132
Married
2
Master's
Self-Employed
null
Rural
Comprehensive
0
16
694
9
2020-04-14 15:21:39.194829
Average
No
Rarely
House
45
1,171,858
28
Male
36,222
Divorced
1
Bachelor's
Employed
24.914497
Urban
Comprehensive
null
16
573
1
2020-03-31 15:21:39.096739
Good
Yes
Weekly
House
818
1,171,859
19
Female
24,299
Married
2
PhD
Unemployed
21.794735
Suburban
Basic
0
0
null
7
2023-11-05 15:21:39.289099
Average
Yes
Rarely
Apartment
805
1,171,860
52
Male
103,026
Single
2
Bachelor's
Self-Employed
50.69276
Urban
Basic
1
18
382
2
2023-07-01 15:21:39.288099
null
No
Monthly
Condo
1,657
1,171,861
49
Female
2,412
Single
2
High School
Unemployed
18.560537
Rural
Premium
2
11
464
1
2020-05-09 15:21:39.081504
Poor
Yes
Daily
Condo
1,347
1,171,862
28
Female
16,881
Divorced
4
High School
null
16.991346
Suburban
Comprehensive
2
7
452
8
2021-05-05 15:21:39.134960
Poor
Yes
Monthly
Condo
1,356
1,171,863
33
Male
2,628
Single
1
Master's
Self-Employed
18.385412
Suburban
Basic
0
4
null
5
2024-02-11 15:21:39.219432
null
Yes
Weekly
Apartment
1,011
1,171,864
38
Male
9,200
Married
4
Master's
Self-Employed
18.637186
Urban
Premium
0
19
544
1
2019-10-27 15:21:39.134960
Poor
No
Daily
Apartment
160
1,171,865
31
Male
20,640
Divorced
0
Master's
Self-Employed
25.892287
Rural
Premium
1
16
425
9
2020-02-26 15:21:39.257696
Average
Yes
Weekly
Apartment
1,363
1,171,866
37
Female
52,133
Single
0
Master's
Employed
30.839342
Suburban
Premium
1
18
783
6
2023-08-01 15:21:39.168099
Good
No
Monthly
House
351
1,171,867
45
Female
17,150
Married
1
PhD
null
null
Urban
Premium
null
17
811
1
2020-03-18 15:21:39.176717
Good
Yes
Rarely
Apartment
695
1,171,868
26
Female
38,446
Divorced
3
PhD
null
37.858415
Rural
Premium
1
5
383
3
2020-01-12 15:21:39.237118
Good
Yes
Weekly
Apartment
785
1,171,869
57
Female
null
Married
3
PhD
null
35.473719
Rural
Basic
null
14
366
3
2021-11-01 15:21:39.152732
Average
No
Rarely
Apartment
25
1,171,870
44
Female
84,942
Divorced
3
High School
null
39.673065
Suburban
Premium
2
9
657
2
2023-02-15 15:21:39.115178
Average
No
Daily
Apartment
2,627
1,171,871
38
Female
37,604
Married
4
PhD
Self-Employed
38.653965
Urban
Premium
null
19
null
2
2020-09-20 15:21:39.264504
Average
No
Daily
Condo
1,219
1,171,872
46
Male
88,083
Married
3
Bachelor's
Self-Employed
20.786677
Rural
Basic
null
0
629
3
2024-04-29 15:21:39.291118
Poor
Yes
Weekly
Apartment
248
1,171,873
31
Female
29,069
Single
4
Master's
Unemployed
28.715462
Urban
Basic
0
19
458
4
2023-03-14 15:21:39.117183
Good
Yes
Rarely
Apartment
474
1,171,874
46
Male
825
Single
3
Bachelor's
null
21.027928
Rural
Comprehensive
1
3
795
8
2023-03-22 15:21:39.134960
Average
Yes
Daily
Apartment
1,847
1,171,875
35
Female
20,797
Single
0
PhD
Self-Employed
23.556575
Suburban
Basic
1
18
357
1
2021-03-04 15:21:39.155231
Good
No
Monthly
Condo
25
1,171,876
29
Female
15,983
Divorced
null
PhD
Self-Employed
16.83927
Suburban
Comprehensive
1
9
847
3
2022-05-28 15:21:39.155231
Good
Yes
Weekly
Apartment
1,149
1,171,877
42
Male
837
Divorced
2
PhD
Employed
null
Urban
Premium
0
19
725
6
2022-09-11 15:21:39.237118
Poor
No
Rarely
Apartment
648
1,171,878
35
Female
52,788
Divorced
2
Master's
Self-Employed
39.633184
Rural
Comprehensive
0
0
367
1
2022-08-15 15:21:39.189223
Average
No
Daily
House
689
1,171,879
32
Female
26,963
Married
3
PhD
Employed
4.333918
Suburban
Basic
null
3
558
8
2022-01-31 15:21:39.174719
Average
Yes
Daily
Apartment
656
1,171,880
53
Male
1,574
Married
3
High School
null
36.071209
Suburban
Basic
null
11
622
1
2020-05-13 15:21:39.084065
Poor
No
Weekly
House
130
1,171,881
58
Female
28,561
Divorced
null
Master's
Self-Employed
10.587536
Rural
Basic
3
2
704
1
2023-05-16 15:21:39.155231
Good
No
Rarely
House
973
1,171,882
50
Male
39,068
Married
3
Master's
Unemployed
36.698421
Rural
Basic
null
19
824
3
2020-06-30 15:21:39.119168
Average
Yes
Rarely
House
46
1,171,883
58
Female
30,562
Single
2
PhD
null
15.534187
Urban
Basic
0
10
543
4
2023-06-04 15:21:39.223390
Good
Yes
Daily
Condo
1,205
1,171,884
31
Female
3,186
Single
null
High School
Self-Employed
11.171401
Urban
Basic
3
8
314
1
2020-08-21 15:21:39.191219
Poor
Yes
Monthly
Condo
4,056
1,171,885
52
Female
27,478
Married
1
Bachelor's
null
40.711168
Rural
Premium
null
5
722
9
2023-03-03 15:21:39.095696
Poor
Yes
Monthly
Condo
492
1,171,886
37
Male
12,096
Single
3
Master's
Employed
30.955495
Suburban
Basic
0
2
646
9
2022-02-10 15:21:39.092127
Average
No
Weekly
Condo
1,694
1,171,887
31
Female
20,392
Married
1
Bachelor's
Unemployed
28.652178
Rural
Basic
1
16
815
3
2022-04-29 15:21:39.132191
Good
Yes
Daily
House
995
1,171,888
28
Male
33,749
Married
1
PhD
null
27.810046
Rural
Premium
null
0
318
5
2024-06-17 15:21:39.093681
Poor
Yes
Monthly
Condo
2,305
1,171,889
45
Female
14,077
Married
4
Bachelor's
null
25.691701
Suburban
Comprehensive
null
18
789
5
2020-05-03 15:21:39.251142
Average
No
Rarely
Apartment
2,747
1,171,890
19
Female
8,072
Single
3
Bachelor's
null
43.170535
Urban
Basic
null
10
812
4
2024-04-05 15:21:39.246098
Poor
No
Weekly
Apartment
772
1,171,891
28
Male
95,531
Single
3
High School
Unemployed
16.242628
Rural
Comprehensive
null
8
651
9
2023-10-18 15:21:39.155231
Poor
Yes
Daily
House
111
1,171,892
57
Female
23,802
Single
0
Bachelor's
Unemployed
30.917156
Urban
Basic
2
15
679
2
2024-05-04 15:21:39.228521
Poor
No
Rarely
Condo
939
1,171,893
22
Male
72,497
Divorced
2
PhD
Self-Employed
21.586701
Suburban
Premium
0
7
469
1
2020-03-03 15:21:39.255696
Average
No
Daily
Condo
2,012
1,171,894
53
Female
21,748
Divorced
2
Master's
Employed
47.459999
Urban
Basic
null
6
399
3
2024-01-05 15:21:39.237118
Average
Yes
Monthly
Apartment
434
1,171,895
48
Male
null
Married
2
High School
Employed
23.857121
Urban
Basic
2
7
751
3
2022-01-09 15:21:39.093681
Good
No
Rarely
Apartment
69
1,171,896
48
Male
9,289
Married
4
PhD
Unemployed
22.357464
Urban
Basic
null
18
634
3
2022-07-27 15:21:39.122134
Average
No
Weekly
House
100
1,171,897
41
Female
39,240
Married
null
PhD
Self-Employed
20.847119
Rural
Basic
null
0
638
1
2023-05-08 15:21:39.107553
Poor
Yes
Monthly
Apartment
691
1,171,898
54
Male
26,354
Divorced
2
High School
Unemployed
21.020814
Rural
Comprehensive
2
11
687
5
2020-03-09 15:21:39.154008
Poor
No
Weekly
Apartment
23
1,171,899
47
Female
40,456
Divorced
4
Bachelor's
null
46.711542
Rural
Comprehensive
1
6
null
4
2022-03-26 15:21:39.205850
Average
No
Daily
House
736