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
1,197,800
46
Male
43,473
Divorced
1
PhD
Employed
null
Urban
Premium
1
9
778
4
2019-09-04 15:21:39.192212
Average
No
Daily
House
618
1,197,801
54
Female
8,098
Divorced
4
PhD
Employed
25.423529
Suburban
Basic
0
5
null
7
2021-07-17 15:21:39.134960
Poor
Yes
Daily
Condo
998
1,197,802
35
Male
17,093
Married
3
High School
Self-Employed
13.959563
Rural
Basic
1
12
725
8
2022-01-22 15:21:39.085129
Average
Yes
Rarely
House
583
1,197,803
37
Female
15,983
Single
0
Bachelor's
Employed
null
Rural
Basic
null
10
628
7
2023-07-06 15:21:39.134960
Average
Yes
Rarely
Condo
710
1,197,804
62
Female
29,069
Married
3
PhD
Unemployed
33.673824
Suburban
Comprehensive
null
9
543
6
2023-04-17 15:21:39.113566
Good
No
Monthly
Apartment
605
1,197,805
35
Male
2,732
Single
4
Bachelor's
Employed
42.776639
Suburban
Comprehensive
null
17
764
6
2020-10-04 15:21:39.245086
Good
Yes
Rarely
House
41
1,197,806
38
Female
6,084
Divorced
4
High School
Employed
29.275598
Suburban
Premium
0
11
368
5
2021-08-05 15:21:39.144722
Good
No
Monthly
House
962
1,197,807
45
Male
12,264
Divorced
4
PhD
Unemployed
6.687915
Suburban
Basic
1
12
823
6
2023-09-23 15:21:39.250151
Good
No
Weekly
Apartment
173
1,197,808
40
Male
94,945
Married
2
High School
Self-Employed
null
Suburban
Premium
null
16
485
6
2020-05-01 15:21:39.094752
Poor
No
Monthly
House
1,086
1,197,809
22
Male
17,607
Divorced
0
Bachelor's
null
5.716094
Suburban
Premium
1
8
589
3
2023-12-07 15:21:39.134960
Poor
Yes
Daily
Condo
459
1,197,810
62
Male
26,777
Married
3
PhD
Employed
21.342272
Urban
Premium
1
15
551
5
2024-06-09 15:21:39.237118
Average
No
Daily
Apartment
1,499
1,197,811
57
Female
6,764
Married
0
High School
Unemployed
18.881853
Urban
Comprehensive
0
18
538
9
2019-12-04 15:21:39.235012
null
Yes
Daily
Condo
1,975
1,197,812
39
Male
4,570
Married
3
PhD
Employed
22.551301
Suburban
Premium
0
10
496
5
2022-12-17 15:21:39.233998
Good
Yes
Weekly
House
2,347
1,197,813
34
Female
1,345
Divorced
1
Bachelor's
Self-Employed
null
Suburban
Basic
null
6
581
6
2024-01-21 15:21:39.134960
Good
No
Daily
Condo
686
1,197,814
23
Female
31,352
Married
0
High School
Employed
28.055575
Suburban
Premium
0
15
628
4
2019-12-20 15:21:39.099739
Good
Yes
Monthly
Apartment
3,003
1,197,815
59
Female
4,088
Married
4
Bachelor's
Employed
26.712938
Rural
Basic
3
7
652
5
2023-01-13 15:21:39.290098
Good
No
Monthly
House
1,306
1,197,816
63
Male
52,338
Married
1
PhD
Unemployed
null
Suburban
Basic
2
15
614
6
2019-12-23 15:21:39.288099
Poor
No
Rarely
House
1,853
1,197,817
52
Female
724
Single
2
PhD
null
null
Rural
Basic
3
10
827
1
2021-12-06 15:21:39.096739
Good
Yes
Rarely
Apartment
1,399
1,197,818
58
Female
22,876
Single
2
High School
Self-Employed
12.791629
Suburban
Premium
null
19
367
7
2022-01-23 15:21:39.134960
Good
Yes
Monthly
Apartment
819
1,197,819
30
Male
6,761
Married
4
PhD
null
31.038547
Urban
Comprehensive
0
2
null
8
2021-06-17 15:21:39.148733
Poor
No
Monthly
Condo
733
1,197,820
22
Female
2,356
Single
4
High School
Self-Employed
36.812159
Suburban
Premium
null
18
787
9
2023-09-30 15:21:39.230483
Good
Yes
Rarely
Apartment
2,421
1,197,821
63
Female
6,973
Married
2
High School
Unemployed
11.528918
Rural
Basic
null
0
573
2
2023-01-12 15:21:39.178918
Good
No
Monthly
Condo
587
1,197,822
38
Male
2,698
Married
3
High School
Employed
19.936367
Suburban
Basic
0
14
786
1
2022-11-27 15:21:39.281787
Poor
Yes
Monthly
House
310
1,197,823
23
Female
53,451
Divorced
3
PhD
Unemployed
35.824543
Rural
Comprehensive
null
17
782
2
2021-04-17 15:21:39.166062
Average
Yes
Daily
House
99
1,197,824
56
Female
45,963
Single
2
Master's
null
16.568965
Suburban
Premium
0
1
839
3
2020-11-02 15:21:39.264504
Average
Yes
Rarely
Apartment
963
1,197,825
18
Female
4,972
Married
0
PhD
null
null
Urban
Comprehensive
null
16
786
2
2021-03-07 15:21:39.088124
Poor
No
Weekly
Apartment
923
1,197,826
28
Male
111,035
null
4
High School
null
16.959192
Rural
Premium
0
11
358
6
2023-03-20 15:21:39.155231
Good
Yes
Rarely
Apartment
709
1,197,827
23
Female
5,866
Divorced
1
Bachelor's
Unemployed
19.716749
Urban
Premium
2
15
726
3
2020-03-18 15:21:39.134960
Good
No
Daily
Apartment
890
1,197,828
44
Female
102,928
Single
0
Master's
Unemployed
32.519722
Urban
Basic
2
2
null
9
2020-08-23 15:21:39.164044
null
No
Weekly
House
1,096
1,197,829
31
Male
11,066
Single
0
Master's
Unemployed
18.654771
Suburban
Basic
null
1
400
7
2023-07-15 15:21:39.198406
Poor
Yes
Weekly
Apartment
1,419
1,197,830
57
Male
6,868
Divorced
0
Bachelor's
Unemployed
32.142307
Rural
Premium
null
19
321
8
2019-12-11 15:21:39.169102
Poor
Yes
Weekly
House
481
1,197,831
44
Female
null
Married
0
PhD
Employed
37.934683
Suburban
Comprehensive
null
12
822
2
2022-04-27 15:21:39.119168
Average
Yes
Weekly
Apartment
381
1,197,832
31
Female
13,881
Married
1
PhD
Self-Employed
36.308872
Rural
Comprehensive
null
4
827
2
2022-11-17 15:21:39.099739
Average
No
Rarely
Condo
781
1,197,833
62
Male
1,211
Divorced
2
PhD
Employed
23.914305
Rural
Comprehensive
1
2
430
6
2020-08-02 15:21:39.167099
Poor
No
Weekly
House
500
1,197,834
58
Male
91,322
Divorced
0
High School
Employed
25.184713
Rural
Comprehensive
null
5
753
6
2022-11-09 15:21:39.181605
Good
Yes
Weekly
House
132
1,197,835
59
Male
24,120
Single
3
Bachelor's
Self-Employed
20.564875
Urban
Basic
0
13
487
3
2022-03-17 15:21:39.221386
Poor
Yes
Monthly
Apartment
940
1,197,836
44
Female
19,025
Divorced
1
High School
Employed
15.16493
Suburban
Basic
null
0
795
4
2023-12-22 15:21:39.251142
Good
Yes
Weekly
House
719
1,197,837
64
Female
104,613
Divorced
0
Bachelor's
Unemployed
27.994324
Urban
Comprehensive
1
4
653
8
2021-07-04 15:21:39.122134
Good
Yes
Monthly
Condo
4,268
1,197,838
57
Female
35,239
Divorced
3
High School
Employed
25.591953
Urban
Comprehensive
null
16
593
3
2023-01-17 15:21:39.114118
Good
No
Weekly
Apartment
532
1,197,839
47
Female
49,274
Married
2
PhD
Self-Employed
37.927558
Rural
Comprehensive
null
19
381
1
2019-09-01 15:21:39.226954
Average
No
Monthly
Condo
945
1,197,840
24
Male
37,481
Married
2
High School
Employed
49.061944
Rural
Premium
1
4
520
1
2022-05-14 15:21:39.131192
Poor
No
Rarely
Apartment
3,038
1,197,841
25
Female
16,261
Married
0
Master's
null
33.299008
Urban
Comprehensive
0
12
null
8
2021-05-05 15:21:39.171102
Average
No
Weekly
House
501
1,197,842
36
Male
6,988
Divorced
3
High School
Unemployed
16.837355
Suburban
Comprehensive
null
10
659
1
2019-09-01 15:21:39.116179
Average
No
Daily
Apartment
215
1,197,843
23
Female
69,549
Married
2
High School
Employed
41.262657
Urban
Premium
null
18
621
9
2020-05-12 15:21:39.092127
Poor
No
Daily
Apartment
394
1,197,844
57
Female
8,072
Divorced
2
PhD
Unemployed
30.898422
Rural
Premium
null
10
739
7
2020-08-19 15:21:39.143708
Good
Yes
Rarely
Apartment
656
1,197,845
62
Male
17,097
Married
0
High School
Employed
18.735288
Urban
Basic
null
7
null
3
2022-10-13 15:21:39.155231
Average
No
Daily
House
952
1,197,846
23
Female
18,368
Divorced
3
Bachelor's
null
17.988631
Suburban
Comprehensive
0
9
797
7
2024-05-08 15:21:39.134960
Good
Yes
Daily
Apartment
1,249
1,197,847
54
Male
464
Single
1
Bachelor's
Self-Employed
14.836322
Urban
Basic
1
11
null
5
2023-09-29 15:21:39.173834
Poor
No
Rarely
Condo
182
1,197,848
28
Female
43,434
Married
0
PhD
Self-Employed
17.913702
Rural
Premium
null
19
590
9
2021-07-07 15:21:39.155231
Average
Yes
Weekly
House
2,598
1,197,849
36
Female
46,019
Married
null
Master's
Unemployed
26.098564
Suburban
Basic
0
8
434
1
2021-04-05 15:21:39.084065
Poor
Yes
Monthly
Apartment
835
1,197,850
57
Male
5,550
Single
3
Master's
Self-Employed
39.372676
Rural
Basic
1
7
559
3
2023-09-03 15:21:39.226954
Good
No
Rarely
House
1,124
1,197,851
32
Male
16,086
Single
3
Bachelor's
null
14.638649
Urban
Basic
2
4
767
5
2024-08-03 15:21:39.201446
Good
Yes
Rarely
House
1,037
1,197,852
34
Female
30,791
Divorced
4
Bachelor's
Unemployed
10.122422
Rural
Comprehensive
null
12
588
1
2022-03-08 15:21:39.155231
Average
No
Daily
Condo
988
1,197,853
43
Male
39,058
Divorced
0
Master's
null
22.839231
Suburban
Premium
null
17
600
5
2023-12-15 15:21:39.192212
Good
Yes
Weekly
House
1,153
1,197,854
21
Female
45,839
Married
0
Bachelor's
null
36.161267
Urban
Premium
0
4
761
9
2022-07-31 15:21:39.172097
null
No
Monthly
Condo
538
1,197,855
53
Female
38,156
Married
2
Master's
null
29.310078
Suburban
Comprehensive
2
0
713
8
2022-04-06 15:21:39.134960
Average
No
Monthly
Apartment
1,632
1,197,856
26
Female
15,043
Single
0
Bachelor's
Unemployed
32.828402
Urban
Comprehensive
1
11
558
4
2019-09-10 15:21:39.154008
Good
Yes
Monthly
Apartment
1,711
1,197,857
55
Male
28,706
Single
1
PhD
Employed
15.241935
Suburban
Basic
null
7
838
7
2021-03-31 15:21:39.246098
Good
No
Weekly
Apartment
526
1,197,858
35
Male
61,229
Divorced
2
Bachelor's
Employed
null
Suburban
Comprehensive
null
6
558
6
2020-11-23 15:21:39.183598
Poor
Yes
Monthly
Condo
37
1,197,859
36
Female
null
Single
3
High School
Unemployed
8.946778
Suburban
Premium
2
10
828
9
2021-11-09 15:21:39.211806
Poor
Yes
Monthly
Condo
3,061
1,197,860
18
Female
43,903
Divorced
1
High School
Employed
45.611453
Suburban
Premium
1
13
613
1
2021-03-30 15:21:39.231531
Poor
No
Rarely
House
1,365
1,197,861
59
Male
43,918
Divorced
0
PhD
null
31.056955
Suburban
Premium
0
18
647
5
2020-06-13 15:21:39.192212
Poor
Yes
Weekly
Condo
2,195
1,197,862
36
Female
26,399
Single
0
Bachelor's
null
23.29286
Urban
Comprehensive
0
3
402
8
2022-03-09 15:21:39.192212
Poor
No
Monthly
Apartment
724
1,197,863
41
Male
105,430
Single
1
Bachelor's
null
29.973605
Rural
Comprehensive
1
2
419
1
2021-11-26 15:21:39.106582
Good
Yes
Daily
House
1,396
1,197,864
40
Male
85,545
Married
3
High School
Employed
13.058343
Urban
Basic
2
16
308
9
2021-05-08 15:21:39.134960
Poor
Yes
Daily
House
1,484
1,197,865
37
Female
94,737
Married
3
PhD
Self-Employed
34.186879
Suburban
Comprehensive
1
9
471
7
2023-08-27 15:21:39.155231
Good
No
Rarely
House
240
1,197,866
21
Male
6,056
Divorced
0
High School
null
4.91822
Urban
Comprehensive
0
12
733
8
2023-12-31 15:21:39.126661
Average
No
Monthly
Apartment
2,144
1,197,867
27
Female
127,918
Married
4
Master's
Employed
9.492747
Suburban
Basic
1
18
456
7
2022-09-30 15:21:39.225916
null
Yes
Monthly
Condo
1,410
1,197,868
28
Male
2,249
Single
4
Master's
Self-Employed
17.996549
Rural
Premium
0
5
818
8
2023-08-13 15:21:39.190215
Good
Yes
Weekly
House
112
1,197,869
22
Female
73,954
Single
null
Master's
Unemployed
12.265024
Suburban
Premium
3
2
319
5
2021-03-10 15:21:39.182597
Poor
No
Weekly
Condo
1,391
1,197,870
50
Female
35,759
Married
0
PhD
Employed
8.87632
Rural
Basic
0
11
373
1
2022-05-05 15:21:39.155231
Poor
No
Daily
House
1,130
1,197,871
62
Male
73,988
Married
2
Bachelor's
null
null
Urban
Basic
0
12
566
6
2023-04-04 15:21:39.261856
Average
Yes
Monthly
Apartment
2,745
1,197,872
59
Female
25,144
Single
2
PhD
Employed
8.985416
Rural
Basic
1
16
622
6
2019-11-11 15:21:39.144722
Average
No
Monthly
House
479
1,197,873
59
Male
8,314
Divorced
2
Master's
Employed
25.670515
Urban
Comprehensive
null
0
706
9
2021-12-15 15:21:39.134960
Average
No
Weekly
Apartment
2,702
1,197,874
35
Female
24,534
Married
2
Master's
null
9.98403
Urban
Comprehensive
null
18
303
7
2020-02-16 15:21:39.144722
Poor
Yes
Daily
Condo
1,871
1,197,875
27
Female
20,429
Divorced
4
Bachelor's
Unemployed
22.092227
Rural
Premium
1
5
null
4
2019-10-05 15:21:39.134960
Good
Yes
Rarely
House
1,069
1,197,876
60
Female
29,103
Divorced
2
PhD
Self-Employed
11.42673
Urban
Premium
0
16
837
6
2024-06-09 15:21:39.093681
Good
Yes
Rarely
Apartment
1,381
1,197,877
41
Male
120,847
Single
0
PhD
null
30.937957
Rural
Basic
null
17
688
8
2022-07-13 15:21:39.087123
Average
No
Weekly
Apartment
323
1,197,878
23
Female
35,706
Married
3
Bachelor's
Self-Employed
47.077319
Urban
Comprehensive
null
12
772
3
2023-07-12 15:21:39.100695
Poor
No
Monthly
Apartment
576
1,197,879
34
Male
464
Single
1
Master's
Unemployed
23.757461
Suburban
Basic
0
5
485
9
2021-01-09 15:21:39.144722
Average
Yes
Daily
Condo
3,271
1,197,880
25
Male
45
Single
2
Bachelor's
Employed
19.83439
Suburban
Basic
0
11
477
6
2022-07-10 15:21:39.155231
Average
Yes
Weekly
Condo
564
1,197,881
23
Female
15,198
Married
4
Bachelor's
null
19.75122
Rural
Comprehensive
null
17
336
1
2023-09-20 15:21:39.281787
Good
Yes
Monthly
Apartment
1,154
1,197,882
38
Male
97,908
null
0
Bachelor's
null
27.688908
Urban
Basic
3
18
569
6
2019-09-21 15:21:39.155231
Average
Yes
Monthly
House
2,404
1,197,883
32
Male
10,163
Single
3
High School
null
36.020149
Suburban
Comprehensive
null
16
784
7
2024-03-17 15:21:39.279729
Average
No
Rarely
House
1,495
1,197,884
41
Female
39,808
Divorced
4
Bachelor's
Self-Employed
null
Rural
Basic
1
7
686
7
2022-10-16 15:21:39.237118
Poor
Yes
Rarely
House
1,871
1,197,885
33
Male
16,647
Single
1
High School
Unemployed
4.939605
Suburban
Comprehensive
0
9
749
8
2022-02-02 15:21:39.155231
Poor
Yes
Daily
Condo
1,346
1,197,886
52
Male
1,815
Married
null
High School
null
26.018639
Suburban
Comprehensive
1
19
null
8
2024-02-29 15:21:39.112553
Good
No
Monthly
Apartment
135
1,197,887
36
Male
4,516
Married
1
Bachelor's
null
23.242127
Rural
Basic
null
3
358
9
2022-03-29 15:21:39.134960
Poor
No
Rarely
Condo
1,068
1,197,888
36
Female
28,259
Single
2
Bachelor's
Employed
43.330034
Rural
Comprehensive
1
14
496
6
2022-02-20 15:21:39.169102
Good
No
Rarely
Apartment
519
1,197,889
19
Male
6,709
Married
4
PhD
Unemployed
7.064311
Suburban
Premium
null
10
408
7
2020-07-12 15:21:39.175719
Average
Yes
Weekly
Apartment
535
1,197,890
27
Male
13,066
Divorced
2
PhD
null
8.723961
Urban
Premium
0
12
398
9
2022-03-14 15:21:39.134960
Good
No
Monthly
Apartment
1,456
1,197,891
23
Female
122,844
Married
0
PhD
null
32.365084
Rural
Comprehensive
0
0
453
7
2024-07-16 15:21:39.134960
Good
Yes
Weekly
Condo
182
1,197,892
42
Female
61,498
null
1
PhD
Self-Employed
41.092439
Urban
Comprehensive
null
1
711
6
2024-06-07 15:21:39.098696
null
Yes
Rarely
Condo
962
1,197,893
19
Female
30,811
Single
null
Master's
null
14.868285
Suburban
Basic
0
14
null
6
2019-11-24 15:21:39.081504
Poor
Yes
Rarely
Apartment
646
1,197,894
47
Female
83,552
Married
null
PhD
Unemployed
20.787955
Urban
Premium
0
19
603
8
2021-09-27 15:21:39.211806
Poor
Yes
Daily
Apartment
99
1,197,895
32
Male
20,705
Divorced
2
Bachelor's
Unemployed
9.468859
Rural
Basic
null
12
585
7
2020-09-08 15:21:39.092127
Average
Yes
Weekly
Apartment
517
1,197,896
48
Female
null
Divorced
2
Master's
Self-Employed
10.868171
Suburban
Premium
null
6
335
9
2020-04-28 15:21:39.132191
Average
No
Daily
House
285
1,197,897
56
Male
63,523
Single
1
High School
Employed
50.052415
Suburban
Basic
null
0
null
1
2020-03-05 15:21:39.084065
Average
Yes
Monthly
Apartment
38
1,197,898
55
Female
30,593
Single
3
Bachelor's
Employed
32.251548
Rural
Premium
1
8
492
9
2020-01-18 15:21:39.265513
Average
Yes
Rarely
House
224
1,197,899
44
Male
3,638
Divorced
null
High School
Self-Employed
23.183335
Urban
Premium
2
12
831
3
2023-06-30 15:21:39.122134
Good
No
Daily
Condo
568