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
1,192,800
39
Male
1,320
Divorced
4
PhD
Employed
7.646572
Suburban
Basic
1
16
382
6
2019-09-01 15:21:39.252145
Good
No
Rarely
Condo
597
1,192,801
34
Male
85,701
Divorced
2
Bachelor's
Employed
53.818804
Suburban
Basic
1
3
712
8
2020-10-21 15:21:39.171102
Poor
No
Rarely
House
147
1,192,802
62
Female
23,604
Divorced
0
High School
Unemployed
34.382721
Rural
Comprehensive
null
6
797
1
2024-02-25 15:21:39.109552
Good
Yes
Daily
House
1,410
1,192,803
48
Female
57,978
Single
2
Bachelor's
Self-Employed
null
Suburban
Premium
2
14
778
9
2020-12-18 15:21:39.096739
Average
Yes
Rarely
Apartment
2,249
1,192,804
35
Female
56,856
Single
4
Master's
Unemployed
47.315716
Rural
Premium
1
14
336
9
2019-11-13 15:21:39.287115
Poor
Yes
Monthly
Condo
548
1,192,805
61
Female
58,504
Divorced
0
Master's
Self-Employed
37.912399
Suburban
Basic
0
4
425
1
2022-07-13 15:21:39.261856
Poor
No
Weekly
Apartment
676
1,192,806
22
Female
43,465
Single
null
PhD
null
11.099374
Rural
Basic
0
6
382
2
2022-03-13 15:21:39.093681
Good
No
Weekly
Condo
1,612
1,192,807
45
Male
5,071
Divorced
null
Bachelor's
Self-Employed
26.066913
Urban
Premium
null
16
430
1
2023-10-11 15:21:39.134960
Average
No
Rarely
Condo
618
1,192,808
39
Male
5,966
Single
2
PhD
Employed
6.758344
Rural
Premium
null
1
null
6
2022-10-04 15:21:39.134960
Good
No
Daily
House
793
1,192,809
54
Male
44,061
Single
null
Master's
Employed
50.683684
Urban
Basic
null
17
751
8
2024-01-05 15:21:39.237118
Good
Yes
Rarely
Apartment
989
1,192,810
41
Male
53,083
Single
0
High School
Self-Employed
10.384463
Suburban
Basic
1
15
521
6
2021-05-31 15:21:39.080440
Average
Yes
Monthly
Apartment
199
1,192,811
64
Female
30,832
Married
3
Bachelor's
Unemployed
42.17111
Suburban
Basic
2
1
695
3
2023-08-11 15:21:39.134960
Good
No
Daily
Apartment
1,133
1,192,812
null
Male
5,758
Divorced
2
Bachelor's
Unemployed
26.272723
Urban
Basic
2
8
720
3
2021-10-19 15:21:39.164044
Average
No
Rarely
Condo
721
1,192,813
22
Male
43,030
Married
2
PhD
Employed
28.816589
Urban
Basic
2
0
661
7
2022-09-03 15:21:39.134960
null
Yes
Daily
House
243
1,192,814
40
Female
2,382
Divorced
1
Bachelor's
Unemployed
16.945448
Rural
Basic
2
17
765
2
2021-02-16 15:21:39.107553
Poor
No
Daily
Apartment
1,430
1,192,815
36
Female
29,210
Married
3
Master's
null
16.743709
Rural
Comprehensive
0
1
842
1
2024-07-04 15:21:39.188220
Poor
No
Monthly
Apartment
791
1,192,816
54
Male
12,086
Divorced
4
PhD
Self-Employed
31.829073
Suburban
Premium
null
3
765
5
2022-05-12 15:21:39.172097
Poor
No
Weekly
Apartment
595
1,192,817
19
Female
45,673
Divorced
0
Bachelor's
null
9.264829
Urban
Premium
null
18
836
3
2020-05-15 15:21:39.194829
Poor
No
Weekly
House
955
1,192,818
26
Female
95,011
Divorced
0
PhD
Unemployed
16.973166
Suburban
Comprehensive
1
9
454
1
2021-11-14 15:21:39.247098
Average
No
Rarely
Condo
48
1,192,819
37
Female
18,058
Single
null
Master's
Employed
6.824135
Rural
Basic
0
19
791
4
2022-08-20 15:21:39.180553
Average
No
Weekly
Condo
778
1,192,820
30
Male
24,984
Married
1
Bachelor's
null
40.025612
Rural
Comprehensive
1
14
632
1
2021-10-26 15:21:39.081504
Average
No
Weekly
Condo
721
1,192,821
43
Female
29,058
Married
4
High School
Employed
31.822167
Rural
Premium
0
4
533
8
2021-10-13 15:21:39.276901
Good
Yes
Rarely
Condo
1,073
1,192,822
51
Male
1,344
Divorced
3
PhD
Unemployed
6.630924
Urban
Premium
1
18
817
4
2022-06-07 15:21:39.247098
null
Yes
Monthly
House
496
1,192,823
27
Male
3,111
Single
2
High School
Employed
null
Urban
Basic
1
2
617
6
2023-11-26 15:21:39.143708
Good
No
Rarely
Condo
1,434
1,192,824
47
Male
26,373
Married
1
Bachelor's
null
3.903506
Urban
Comprehensive
1
1
786
1
2024-04-26 15:21:39.111551
Poor
Yes
Daily
House
602
1,192,825
54
Female
17,237
Single
4
Master's
Employed
26.362068
Suburban
Premium
null
5
835
4
2021-05-11 15:21:39.194829
Average
No
Rarely
Apartment
596
1,192,826
28
Male
80,512
Married
2
Bachelor's
Unemployed
20.682533
Rural
Premium
0
17
391
4
2021-12-23 15:21:39.134960
Average
Yes
Weekly
Condo
1,237
1,192,827
29
Female
null
Divorced
1
Master's
null
33.769707
Suburban
Basic
3
18
442
5
2022-04-30 15:21:39.171102
Poor
No
Monthly
Apartment
588
1,192,828
40
Female
14,084
Divorced
2
High School
null
36.664612
Rural
Comprehensive
null
16
681
6
2022-11-05 15:21:39.191219
Good
No
Monthly
Apartment
638
1,192,829
59
Male
6,934
Divorced
1
Master's
Self-Employed
34.533825
Rural
Premium
2
17
682
6
2021-09-12 15:21:39.092127
Good
No
Weekly
Apartment
1,011
1,192,830
45
Female
88,837
Single
0
High School
null
25.299728
Urban
Basic
2
16
827
6
2021-12-12 15:21:39.085129
Average
Yes
Weekly
House
2,070
1,192,831
45
Male
2,564
Married
null
PhD
null
26.918677
Rural
Basic
0
10
397
9
2024-05-05 15:21:39.190215
null
No
Monthly
Condo
1,338
1,192,832
45
Female
6,051
Single
4
Master's
Self-Employed
11.636582
Urban
Basic
1
14
829
4
2020-12-31 15:21:39.172097
Poor
Yes
Weekly
Apartment
1,290
1,192,833
24
Male
727
Single
0
Bachelor's
Employed
null
Urban
Comprehensive
null
12
696
6
2020-04-19 15:21:39.279729
Good
Yes
Rarely
House
646
1,192,834
33
Female
659
Divorced
0
Bachelor's
Self-Employed
9.551973
Urban
Comprehensive
1
15
806
1
2022-10-22 15:21:39.134960
Average
Yes
Monthly
House
404
1,192,835
53
Male
15,314
Single
2
PhD
Self-Employed
15.75537
Suburban
Basic
0
2
585
5
2019-10-17 15:21:39.085129
Good
Yes
Monthly
House
647
1,192,836
37
Male
11,867
Single
3
High School
null
24.231718
Suburban
Comprehensive
null
10
580
5
2022-08-02 15:21:39.105504
null
No
Rarely
House
1,196
1,192,837
61
Male
19,522
Single
null
PhD
null
20.372013
Urban
Premium
0
0
743
3
2021-07-16 15:21:39.251142
Poor
Yes
Weekly
Apartment
2,156
1,192,838
null
Male
96,691
Single
0
Bachelor's
Self-Employed
null
Urban
Premium
2
2
673
7
2020-04-27 15:21:39.237118
Poor
Yes
Rarely
Condo
834
1,192,839
59
Female
25,996
Divorced
3
Bachelor's
null
40.058373
Urban
Premium
0
8
574
6
2024-04-17 15:21:39.274993
Good
Yes
Rarely
Condo
1,202
1,192,840
32
Male
18,340
Single
3
PhD
null
51.448429
Rural
Premium
1
12
496
4
2021-06-19 15:21:39.134960
Average
Yes
Rarely
House
710
1,192,841
61
Male
2,981
Single
4
Bachelor's
Unemployed
6.083832
Suburban
Basic
null
17
696
1
2020-05-02 15:21:39.085129
Good
No
Rarely
Condo
115
1,192,842
49
Female
15,082
Divorced
4
PhD
Self-Employed
27.078911
Suburban
Basic
1
3
680
1
2019-08-26 15:21:39.224915
Poor
No
Daily
Apartment
477
1,192,843
59
Male
45,901
Married
2
PhD
Self-Employed
45.64846
Suburban
Basic
1
7
591
9
2023-03-14 15:21:39.236064
Average
No
Rarely
House
472
1,192,844
41
Female
53,375
Divorced
0
High School
Unemployed
49.069102
Rural
Comprehensive
1
19
371
4
2019-09-25 15:21:39.217387
Poor
Yes
Rarely
House
928
1,192,845
41
Female
18,668
Single
1
Bachelor's
Unemployed
42.053057
Suburban
Premium
0
3
563
9
2022-08-22 15:21:39.121169
Poor
No
Monthly
Condo
585
1,192,846
37
Female
102,773
Divorced
3
Bachelor's
Unemployed
43.067003
Suburban
Premium
1
2
336
6
2023-10-11 15:21:39.263607
Average
Yes
Monthly
House
37
1,192,847
61
Female
5,983
Married
0
Bachelor's
Self-Employed
9.726596
Suburban
Premium
1
9
814
9
2023-07-10 15:21:39.223901
Average
No
Daily
Condo
619
1,192,848
28
Male
66,964
Married
3
High School
null
22.711548
Suburban
Premium
1
7
346
8
2024-02-13 15:21:39.261856
Average
No
Rarely
Apartment
63
1,192,849
45
Female
39,803
Married
2
Bachelor's
null
13.696069
Suburban
Basic
0
16
498
8
2022-02-05 15:21:39.185215
null
Yes
Daily
Apartment
1,083
1,192,850
37
Female
71,370
Married
4
PhD
null
6.418853
Rural
Premium
2
13
745
7
2022-02-27 15:21:39.134960
null
No
Monthly
House
1,089
1,192,851
47
Male
4,854
null
0
High School
Unemployed
37.764143
Urban
Comprehensive
null
8
622
8
2022-02-07 15:21:39.168099
Good
No
Daily
Condo
2,386
1,192,852
23
Female
2,733
Divorced
2
High School
null
28.423839
Suburban
Basic
1
13
543
6
2023-02-23 15:21:39.214388
Poor
No
Weekly
Apartment
382
1,192,853
47
Male
45,007
Divorced
3
Master's
Self-Employed
16.205794
Rural
Comprehensive
1
2
515
4
2022-10-22 15:21:39.126661
Average
No
Weekly
Apartment
1,407
1,192,854
45
Male
13,982
Married
3
Bachelor's
Self-Employed
8.634338
Rural
Premium
null
18
848
3
2022-06-02 15:21:39.085129
Good
Yes
Rarely
Apartment
1,678
1,192,855
48
Male
29,385
Divorced
1
Bachelor's
Unemployed
19.068258
Suburban
Comprehensive
0
14
757
8
2021-09-26 15:21:39.143708
Good
No
Weekly
Apartment
134
1,192,856
51
Male
77,926
Married
2
High School
Unemployed
null
Rural
Comprehensive
4
12
611
4
2020-07-16 15:21:39.081504
Average
No
Monthly
Condo
3,530
1,192,857
62
Male
3,240
Married
null
High School
Unemployed
29.867182
Suburban
Comprehensive
0
18
464
5
2023-09-17 15:21:39.172097
Good
Yes
Daily
Condo
1,017
1,192,858
48
Male
125,937
Married
3
Master's
Employed
null
Suburban
Basic
1
15
340
7
2022-03-25 15:21:39.208842
Average
Yes
Rarely
Condo
782
1,192,859
19
Male
31,954
Single
3
PhD
Self-Employed
7.558086
Rural
Comprehensive
null
2
703
2
2023-11-23 15:21:39.237118
Average
No
Monthly
House
2,180
1,192,860
null
Female
23,258
Single
3
Bachelor's
null
18.882867
Rural
Basic
0
19
603
1
2019-10-18 15:21:39.224915
null
No
Weekly
Apartment
954
1,192,861
37
Male
34,179
Married
null
High School
Unemployed
21.574561
Suburban
Basic
0
15
511
9
2024-06-27 15:21:39.104139
Poor
Yes
Daily
Condo
1,769
1,192,862
48
Female
27,311
Divorced
0
High School
null
34.790906
Rural
Premium
null
9
783
8
2024-06-29 15:21:39.081504
Poor
Yes
Rarely
Condo
710
1,192,863
23
Male
62,374
Divorced
4
Master's
Unemployed
50.290559
Rural
Premium
2
6
755
3
2021-10-02 15:21:39.133866
Poor
No
Monthly
House
2,063
1,192,864
31
Male
2,877
Single
3
Bachelor's
Employed
28.002922
Suburban
Comprehensive
null
15
713
8
2023-05-11 15:21:39.194829
null
No
Monthly
Apartment
1,018
1,192,865
38
Female
56,978
Divorced
4
Bachelor's
null
5.446572
Suburban
Basic
4
8
366
7
2023-08-12 15:21:39.152732
Average
Yes
Rarely
Condo
254
1,192,866
51
Female
45,420
Divorced
4
PhD
Self-Employed
48.766346
Rural
Comprehensive
1
10
null
3
2020-02-16 15:21:39.208842
null
Yes
Rarely
Apartment
2,835
1,192,867
41
Female
2,591
Divorced
2
High School
Unemployed
null
Urban
Basic
2
8
818
9
2021-12-25 15:21:39.273973
Good
Yes
Weekly
House
1,378
1,192,868
28
Male
13,373
Single
0
Bachelor's
Self-Employed
18.858011
Urban
Premium
0
12
null
7
2024-06-09 15:21:39.104139
Average
No
Weekly
Condo
1,201
1,192,869
59
Male
11,564
Married
1
Bachelor's
Employed
49.169611
Urban
Comprehensive
null
18
553
1
2020-06-16 15:21:39.152732
Average
Yes
Daily
Apartment
1,174
1,192,870
53
Female
114,547
Single
4
Bachelor's
null
24.141836
Rural
Comprehensive
1
3
472
7
2020-08-18 15:21:39.099739
Poor
Yes
Monthly
House
25
1,192,871
42
Female
24,752
Single
3
PhD
Self-Employed
10.957173
Suburban
Premium
0
11
713
4
2021-04-09 15:21:39.155231
Average
Yes
Weekly
Condo
662
1,192,872
36
Male
37,139
Single
1
Master's
null
32.553976
Suburban
Premium
1
15
748
4
2020-08-11 15:21:39.164044
Average
Yes
Rarely
Condo
130
1,192,873
63
Female
49,098
Divorced
1
Bachelor's
Self-Employed
16.052479
Suburban
Premium
null
1
397
6
2020-10-11 15:21:39.155231
Average
No
Rarely
Apartment
1,556
1,192,874
44
Male
4,933
Single
2
High School
Employed
16.069776
Rural
Comprehensive
2
8
462
6
2023-12-05 15:21:39.134960
Good
Yes
Weekly
Apartment
493
1,192,875
26
Male
1,605
Single
null
High School
Self-Employed
6.649732
Suburban
Comprehensive
1
0
635
8
2019-11-22 15:21:39.233485
Poor
Yes
Weekly
Condo
1,373
1,192,876
23
Male
18,380
Single
2
High School
Employed
8.52286
Suburban
Comprehensive
0
13
null
5
2020-02-25 15:21:39.112553
Average
No
Monthly
Condo
1,434
1,192,877
43
Female
81,053
Divorced
4
Master's
null
null
Suburban
Basic
null
9
366
9
2022-10-03 15:21:39.098696
Poor
No
Rarely
Apartment
826
1,192,878
64
Female
2,962
Divorced
3
Bachelor's
Employed
3.020194
Urban
Premium
0
7
null
6
2022-02-07 15:21:39.150730
Average
Yes
Monthly
Condo
413
1,192,879
36
Male
39,901
Married
1
PhD
Employed
31.779859
Urban
Basic
1
0
777
3
2023-02-24 15:21:39.189223
Average
No
Rarely
Condo
426
1,192,880
41
Female
2,560
Married
2
High School
Self-Employed
39.058906
Urban
Basic
1
12
340
8
2023-10-29 15:21:39.182597
null
No
Rarely
Condo
2,094
1,192,881
56
Male
29,897
Married
4
PhD
Employed
49.164038
Urban
Comprehensive
1
7
457
7
2020-05-03 15:21:39.237118
Poor
No
Monthly
Apartment
2,341
1,192,882
63
Male
59,381
Divorced
4
High School
Self-Employed
50.739425
Urban
Premium
1
7
408
5
2023-05-26 15:21:39.111551
Average
Yes
Rarely
House
995
1,192,883
59
Female
14,774
Married
4
Bachelor's
Employed
43.14145
Urban
Comprehensive
null
3
697
2
2022-03-30 15:21:39.168099
Average
No
Monthly
Apartment
805
1,192,884
36
Male
52,742
Divorced
0
High School
null
11.723239
Rural
Comprehensive
1
17
804
6
2020-02-19 15:21:39.148733
null
No
Weekly
Condo
2,367
1,192,885
53
Female
624
Divorced
3
Master's
null
null
Suburban
Comprehensive
1
15
834
6
2022-10-21 15:21:39.206847
Average
Yes
Rarely
Apartment
583
1,192,886
36
Male
40,608
Married
null
High School
Unemployed
50.938962
Urban
Basic
0
0
654
1
2022-08-02 15:21:39.151732
Poor
No
Monthly
Apartment
2,260
1,192,887
34
Male
141,659
Single
1
Master's
Self-Employed
40.240014
Rural
Premium
0
6
485
7
2022-12-27 15:21:39.121169
Good
No
Daily
Apartment
2,466
1,192,888
23
Female
null
Married
3
High School
Employed
15.845171
Rural
Basic
1
7
526
8
2022-08-05 15:21:39.111551
Good
Yes
Daily
Apartment
135
1,192,889
35
Male
67,238
Divorced
0
Bachelor's
Employed
10.633125
Suburban
Premium
1
0
434
7
2024-04-29 15:21:39.134960
Average
No
Weekly
Apartment
230
1,192,890
27
Female
null
Divorced
4
Bachelor's
Self-Employed
10.874232
Urban
Basic
0
0
427
1
2022-11-05 15:21:39.134960
Average
Yes
Weekly
Apartment
3,995
1,192,891
24
Female
17,175
Single
2
Master's
Employed
20.474429
Rural
Premium
1
0
538
9
2019-11-05 15:21:39.122134
Average
No
Daily
House
472
1,192,892
27
Male
15,481
Divorced
4
Master's
null
33.964787
Urban
Basic
0
0
null
3
2020-11-06 15:21:39.079128
Good
No
Rarely
House
1,099
1,192,893
31
Female
12,400
Divorced
4
PhD
null
13.642594
Rural
Premium
null
7
678
6
2020-01-30 15:21:39.134960
Good
Yes
Daily
Apartment
2,076
1,192,894
35
Female
44,955
Single
1
High School
Self-Employed
22.16206
Urban
Premium
null
8
361
2
2024-07-10 15:21:39.080440
Poor
No
Monthly
Condo
1,035
1,192,895
62
Male
141,244
Single
0
PhD
Employed
40.094836
Suburban
Premium
0
11
489
4
2024-06-27 15:21:39.192212
Good
Yes
Rarely
Apartment
2,975
1,192,896
56
Male
29,389
Married
0
Master's
Unemployed
51.407381
Suburban
Basic
1
6
829
8
2020-06-16 15:21:39.097737
Good
No
Monthly
Apartment
801
1,192,897
30
Female
10,086
Single
0
Master's
Unemployed
7.834304
Rural
Premium
0
7
552
5
2021-07-23 15:21:39.097737
Poor
Yes
Weekly
Condo
1,237
1,192,898
44
Male
5,540
Divorced
4
High School
Employed
51.959805
Rural
Basic
null
11
597
2
2021-01-11 15:21:39.194829
Good
No
Rarely
Apartment
645
1,192,899
56
Male
300
Single
2
Bachelor's
Unemployed
18.581849
Suburban
Premium
0
4
685
5
2020-09-01 15:21:39.173834
Poor
No
Daily
House
590