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
15,000
47
Male
50,148
Married
2
Master's
Unemployed
24.72371
Rural
Comprehensive
null
7
712
3
2020-06-17 15:21:39.126661
Good
No
Monthly
Apartment
392
15,001
46
Female
6,073
Single
2
Master's
null
20.542187
Suburban
Premium
1
10
722
8
2020-06-21 15:21:39.134960
null
Yes
Daily
Condo
663
15,002
42
Male
24,943
Divorced
1
Master's
Employed
31.935833
Suburban
Comprehensive
null
9
694
4
2019-11-22 15:21:39.185215
Good
Yes
Rarely
Condo
1,569
15,003
63
Male
11,274
Married
null
High School
Self-Employed
31.335628
Suburban
Comprehensive
2
11
712
3
2020-11-30 15:21:39.208842
Poor
Yes
Daily
Condo
586
15,004
18
Female
34,409
Single
3
PhD
null
34.810936
Urban
Comprehensive
null
1
587
4
2022-06-29 15:21:39.194829
Average
Yes
Rarely
House
546
15,005
59
Male
35,419
Single
4
Master's
Self-Employed
22.845598
Rural
Basic
0
9
552
8
2021-11-23 15:21:39.148733
Good
No
Monthly
Apartment
1,139
15,006
37
Female
null
Divorced
null
PhD
Employed
26.69231
Urban
Basic
0
7
844
1
2021-04-01 15:21:39.279729
Good
No
Daily
Condo
337
15,007
24
Female
15,078
Married
3
Master's
Self-Employed
21.890133
Rural
Premium
0
2
372
8
2022-06-16 15:21:39.237118
Poor
Yes
Weekly
Condo
775
15,008
51
Male
34,397
Divorced
4
Master's
Employed
29.099633
Rural
Premium
2
18
535
1
2022-01-12 15:21:39.246098
Average
Yes
Daily
Apartment
3,327
15,009
44
Female
59,615
Divorced
null
PhD
Unemployed
30.62268
Rural
Basic
2
7
713
6
2019-11-30 15:21:39.278402
Average
Yes
Rarely
House
2,273
15,010
18
Male
30,213
Single
2
High School
Self-Employed
8.039568
Suburban
Basic
1
19
null
7
2020-02-24 15:21:39.288099
Good
Yes
Monthly
Apartment
619
15,011
31
Female
20,229
Single
3
Bachelor's
null
22.749501
Urban
Comprehensive
2
1
807
6
2021-07-04 15:21:39.221386
Good
Yes
Weekly
House
928
15,012
45
Male
72,961
Divorced
null
Master's
Self-Employed
10.127502
Rural
Premium
1
14
543
6
2020-07-05 15:21:39.192212
Average
Yes
Weekly
House
165
15,013
36
Male
1,846
Married
1
Master's
Self-Employed
27.897305
Rural
Comprehensive
1
16
476
9
2022-08-06 15:21:39.155231
Poor
Yes
Monthly
Apartment
4,136
15,014
27
Female
24,961
Married
1
Bachelor's
null
14.180773
Urban
Comprehensive
2
2
772
1
2020-05-23 15:21:39.155231
Poor
No
Monthly
Apartment
1,854
15,015
18
Male
81,452
Divorced
3
High School
Unemployed
33.006071
Suburban
Basic
3
12
471
8
2023-08-01 15:21:39.244069
Average
Yes
Monthly
Condo
1,128
15,016
34
Male
636
Single
2
Bachelor's
Employed
21.185835
Suburban
Comprehensive
null
18
617
6
2021-12-11 15:21:39.198406
Good
Yes
Weekly
Apartment
2,344
15,017
50
Male
23,891
Married
2
Master's
null
27.726852
Suburban
Premium
1
12
785
1
2024-03-08 15:21:39.194829
Poor
No
Rarely
Apartment
664
15,018
52
Female
231
Married
3
High School
Employed
17.814487
Suburban
Premium
null
10
760
4
2020-07-02 15:21:39.192212
Good
Yes
Weekly
House
1,621
15,019
30
Female
72,908
Divorced
1
Master's
Self-Employed
42.635439
Suburban
Basic
0
3
454
7
2023-03-03 15:21:39.223390
Poor
No
Weekly
House
187
15,020
29
Male
6,093
Single
4
High School
Unemployed
51.959784
Suburban
Comprehensive
0
12
704
2
2023-11-04 15:21:39.134960
Good
Yes
Rarely
Apartment
894
15,021
22
Male
6,096
Single
0
High School
null
34.534982
Suburban
Premium
0
5
779
1
2019-12-13 15:21:39.172097
Average
Yes
Weekly
Condo
431
15,022
61
Male
3,065
Married
1
Bachelor's
Employed
46.441415
Suburban
Premium
1
17
806
8
2023-07-17 15:21:39.213373
Poor
Yes
Weekly
Apartment
3,319
15,023
28
Male
2,473
Married
3
Bachelor's
Employed
32.847286
Rural
Premium
3
19
596
1
2022-10-09 15:21:39.155231
Average
Yes
Weekly
Condo
1,116
15,024
48
Male
4,813
Married
4
Master's
Unemployed
31.86848
Suburban
Premium
null
13
774
1
2023-05-27 15:21:39.173834
Good
No
Weekly
Condo
2,212
15,025
47
Male
36,866
Single
2
High School
null
25.975728
Rural
Comprehensive
0
0
590
9
2023-10-14 15:21:39.245086
Good
No
Rarely
House
3,704
15,026
22
Female
7,881
Divorced
2
PhD
null
16.933662
Suburban
Basic
0
10
778
1
2024-06-21 15:21:39.209847
Good
No
Monthly
House
1,179
15,027
33
Female
38,916
Divorced
2
High School
Self-Employed
24.676411
Urban
Premium
1
15
782
3
2023-05-14 15:21:39.134960
Average
No
Rarely
Apartment
454
15,028
42
Male
43,465
Divorced
4
Master's
Unemployed
30.051413
Suburban
Premium
null
13
336
5
2020-12-03 15:21:39.237118
Poor
Yes
Daily
Apartment
1,542
15,029
54
Male
43,905
Single
null
Master's
Self-Employed
31.829073
Suburban
Comprehensive
1
6
null
1
2021-09-17 15:21:39.102694
Good
Yes
Weekly
Condo
587
15,030
31
Male
926
Single
2
High School
Self-Employed
34.897371
Suburban
Basic
2
17
652
2
2023-01-24 15:21:39.134960
Average
Yes
Weekly
House
1,251
15,031
44
Female
16,617
Single
4
High School
Self-Employed
29.944607
Urban
Premium
1
17
416
8
2019-12-02 15:21:39.134960
Poor
Yes
Weekly
Condo
3,007
15,032
52
Female
1,269
Divorced
0
Bachelor's
null
43.382343
Urban
Premium
2
16
null
6
2024-01-04 15:21:39.134960
null
Yes
Monthly
Condo
740
15,033
23
Male
88,447
Divorced
1
High School
Unemployed
17.955776
Urban
Premium
0
1
359
9
2020-11-09 15:21:39.230483
Average
No
Monthly
Condo
222
15,034
46
Male
16,087
Married
2
Bachelor's
Employed
21.09828
Suburban
Basic
null
13
null
2
2022-04-15 15:21:39.106582
Good
Yes
Rarely
Condo
1,527
15,035
53
Female
6,178
Single
4
Bachelor's
Employed
5.640728
Suburban
Comprehensive
0
19
712
6
2022-12-18 15:21:39.123711
Poor
Yes
Weekly
House
232
15,036
42
Female
23,131
Married
0
PhD
Employed
16.724158
Suburban
Comprehensive
0
1
null
8
2020-11-20 15:21:39.134960
null
No
Monthly
Apartment
884
15,037
26
Female
10,633
Divorced
1
PhD
null
20.481213
Rural
Basic
3
16
789
5
2024-01-11 15:21:39.092127
Average
Yes
Daily
House
632
15,038
28
Male
813
Divorced
2
High School
Self-Employed
42.264728
Rural
Premium
2
5
812
7
2020-06-14 15:21:39.202448
Good
No
Weekly
Apartment
1,410
15,039
62
Female
24,706
null
0
PhD
null
7.980099
Rural
Basic
null
1
491
9
2019-09-14 15:21:39.265513
Average
Yes
Monthly
Apartment
719
15,040
21
Female
91,514
Divorced
0
Bachelor's
Self-Employed
17.310869
Urban
Basic
0
7
420
1
2020-12-29 15:21:39.237118
Good
Yes
Daily
Condo
1,453
15,041
37
Female
29,389
Single
2
PhD
Employed
44.336834
Rural
Comprehensive
4
12
729
2
2021-01-31 15:21:39.096739
Good
Yes
Rarely
House
681
15,042
33
Female
59,864
Divorced
2
Bachelor's
Self-Employed
16.149007
Urban
Basic
1
2
374
1
2020-03-07 15:21:39.096739
Good
No
Daily
Condo
531
15,043
22
Female
38,786
Married
null
Bachelor's
Employed
25.419806
Urban
Basic
null
1
498
8
2022-04-19 15:21:39.155231
Poor
No
Daily
House
1,201
15,044
44
Male
20,797
Divorced
0
High School
Self-Employed
4.973306
Urban
Premium
3
13
724
6
2020-06-25 15:21:39.173834
Poor
No
Monthly
Condo
2,796
15,045
57
Female
14,963
Divorced
2
PhD
Employed
13.988084
Suburban
Basic
0
1
517
1
2020-08-12 15:21:39.218388
Poor
No
Daily
House
2,367
15,046
35
Female
43,937
Single
2
PhD
Unemployed
15.336711
Suburban
Premium
1
7
672
1
2020-01-10 15:21:39.230483
Poor
No
Daily
Apartment
783
15,047
35
Male
18,881
Married
4
Bachelor's
null
43.229611
Urban
Basic
1
9
711
4
2024-07-11 15:21:39.198406
Good
No
Rarely
House
1,888
15,048
64
Male
648
Married
3
Master's
Employed
29.534183
Rural
Premium
1
11
765
7
2023-01-08 15:21:39.237118
Poor
No
Weekly
Condo
434
15,049
36
Male
28,260
Divorced
3
PhD
Unemployed
12.516736
Urban
Premium
1
13
626
1
2021-01-03 15:21:39.155231
Poor
Yes
Daily
Apartment
944
15,050
35
Male
50,173
Married
3
PhD
null
36.76668
Rural
Premium
0
5
761
8
2023-01-11 15:21:39.276901
Poor
Yes
Monthly
House
313
15,051
33
Female
43,711
Divorced
0
High School
Unemployed
18.691896
Suburban
Basic
1
4
709
2
2020-07-31 15:21:39.132191
Poor
Yes
Daily
House
699
15,052
59
Female
31,556
Single
3
Master's
null
31.284313
Rural
Premium
1
1
501
7
2021-04-21 15:21:39.134960
Poor
No
Rarely
House
1,330
15,053
51
Male
63,536
Single
1
Master's
Unemployed
26.547161
Urban
Basic
1
14
842
3
2022-11-06 15:21:39.237118
Good
Yes
Monthly
Apartment
193
15,054
44
Female
31,173
Divorced
1
High School
Employed
31.848818
Rural
Comprehensive
4
19
440
1
2019-10-23 15:21:39.169102
Average
Yes
Rarely
Apartment
813
15,055
47
Male
3,646
Married
3
PhD
Unemployed
39.390175
Suburban
Premium
0
17
379
5
2020-05-02 15:21:39.155231
Average
No
Weekly
House
815
15,056
33
Male
488
Divorced
1
Master's
Unemployed
7.446924
Suburban
Basic
null
18
791
9
2020-09-08 15:21:39.155231
Average
No
Rarely
Apartment
213
15,057
63
Female
6,040
Divorced
3
PhD
Employed
46.664192
Urban
Comprehensive
0
13
483
1
2024-04-24 15:21:39.107553
Average
No
Rarely
Condo
1,725
15,058
33
Male
10,362
Married
3
High School
Employed
51.982386
Urban
Comprehensive
null
4
784
1
2023-04-23 15:21:39.228521
Good
No
Weekly
House
631
15,059
20
Male
12,372
Divorced
3
PhD
Unemployed
47.9814
Rural
Comprehensive
null
6
644
9
2020-01-01 15:21:39.250151
Poor
No
Rarely
Apartment
1,509
15,060
null
Male
33,113
Single
1
Bachelor's
Employed
3.57154
Suburban
Premium
null
6
396
2
2021-11-30 15:21:39.192212
Average
No
Daily
Apartment
2,780
15,061
40
Male
2,579
Single
3
Master's
Self-Employed
25.61362
Urban
Basic
null
14
509
5
2022-05-15 15:21:39.102694
Good
Yes
Monthly
Condo
1,380
15,062
44
Female
29,073
Divorced
4
Master's
Self-Employed
null
Rural
Premium
1
2
676
6
2021-02-19 15:21:39.282785
Poor
No
Daily
House
799
15,063
37
Male
129,859
Divorced
1
Master's
null
7.424739
Suburban
Premium
2
13
null
7
2021-10-12 15:21:39.146733
Average
Yes
Weekly
Apartment
3,299
15,064
35
Male
44,942
Divorced
1
Master's
Self-Employed
13.544939
Urban
Comprehensive
1
2
null
4
2021-09-18 15:21:39.166062
Good
Yes
Daily
Condo
572
15,065
25
Male
88
Single
1
High School
null
26.282914
Rural
Basic
null
2
615
8
2019-10-13 15:21:39.144722
Good
No
Daily
Condo
494
15,066
39
Male
142,390
Married
null
Bachelor's
null
27.957445
Rural
Premium
0
11
391
5
2020-07-04 15:21:39.164044
Average
Yes
Monthly
Condo
1,246
15,067
24
Male
32,627
Single
2
PhD
null
13.979532
Urban
Basic
0
4
639
5
2024-01-22 15:21:39.134960
Poor
Yes
Daily
Apartment
843
15,068
37
Female
40,660
Single
2
Bachelor's
null
18.684231
Rural
Basic
1
10
796
7
2020-11-10 15:21:39.273454
Good
Yes
Weekly
Condo
345
15,069
46
Male
2,389
Single
1
Bachelor's
Unemployed
40.882382
Suburban
Basic
1
4
569
9
2019-09-17 15:21:39.237118
Average
Yes
Daily
Apartment
2,169
15,070
29
Female
38,431
Single
3
Bachelor's
null
16.038466
Rural
Premium
0
4
764
4
2021-07-28 15:21:39.168099
Average
No
Weekly
Condo
184
15,071
38
Female
55,411
Married
3
High School
Unemployed
6.993359
Suburban
Basic
null
11
328
2
2019-12-03 15:21:39.134960
Poor
No
Daily
Apartment
2,593
15,072
21
Male
705
Married
0
High School
Employed
36.737922
Urban
Comprehensive
2
15
828
8
2022-06-05 15:21:39.134960
Good
Yes
Monthly
Apartment
699
15,073
36
Male
67,419
null
0
PhD
Employed
7.366985
Rural
Premium
2
8
null
3
2021-10-08 15:21:39.121169
Poor
Yes
Daily
House
831
15,074
30
Male
20,223
Single
0
Master's
Unemployed
39.907157
Rural
Basic
2
4
445
1
2021-07-15 15:21:39.155231
Poor
No
Rarely
Condo
894
15,075
64
Male
71,577
Divorced
null
High School
Employed
35.491802
Urban
Basic
null
6
781
5
2019-11-14 15:21:39.237118
Good
No
Daily
House
101
15,076
27
Female
26,896
Divorced
4
PhD
Employed
8.491701
Suburban
Premium
2
17
463
4
2022-12-15 15:21:39.165120
Average
No
Daily
Apartment
823
15,077
43
Female
79,947
Married
2
Bachelor's
Employed
null
Rural
Basic
1
14
434
5
2021-12-21 15:21:39.232526
Average
No
Weekly
House
1,199
15,078
null
Male
6,026
Divorced
3
Bachelor's
Unemployed
15.805852
Urban
Premium
1
2
747
1
2020-10-31 15:21:39.090124
Average
Yes
Daily
Apartment
3,102
15,079
39
Male
18,340
Married
2
High School
Self-Employed
12.456686
Suburban
Premium
1
10
402
7
2020-03-17 15:21:39.194829
Average
Yes
Daily
Condo
1,137
15,080
29
Male
3,839
Divorced
1
PhD
Employed
20.527263
Suburban
Premium
1
6
442
4
2024-08-01 15:21:39.247098
Good
Yes
Daily
Condo
725
15,081
46
Male
6,957
Divorced
1
Bachelor's
Self-Employed
38.935656
Urban
Basic
0
13
null
2
2023-11-13 15:21:39.130190
Average
No
Daily
Apartment
825
15,082
null
Female
91,062
Divorced
0
Master's
Unemployed
41.737686
Urban
Comprehensive
0
9
316
5
2023-02-26 15:21:39.278402
Good
No
Daily
House
1,195
15,083
29
Male
17,114
Divorced
4
PhD
Unemployed
11.41605
Urban
Premium
0
11
518
2
2019-10-16 15:21:39.207847
Good
Yes
Daily
House
886
15,084
44
Female
85,720
Single
4
PhD
null
57.550177
Rural
Comprehensive
null
1
551
2
2020-01-19 15:21:39.082499
Average
No
Rarely
Condo
1,954
15,085
21
Female
12,881
Single
2
Bachelor's
Employed
20.547493
Suburban
Premium
1
15
null
2
2021-05-27 15:21:39.155231
Good
No
Weekly
Apartment
881
15,086
54
Male
43,795
Divorced
0
Master's
Employed
29.526716
Urban
Comprehensive
1
4
609
2
2023-11-07 15:21:39.122134
Average
Yes
Monthly
Apartment
498
15,087
48
Male
17,289
Married
null
High School
Unemployed
null
Suburban
Basic
1
0
749
9
2021-09-12 15:21:39.125660
Good
No
Weekly
Apartment
1,132
15,088
30
Female
3,068
Married
2
PhD
Self-Employed
7.082002
Urban
Comprehensive
2
8
533
3
2024-08-04 15:21:39.132191
Poor
Yes
Monthly
Condo
3,650
15,089
37
Male
17,183
Single
1
PhD
Self-Employed
50.185402
Rural
Basic
null
1
596
6
2023-02-07 15:21:39.155231
Good
Yes
Rarely
Apartment
264
15,090
29
Female
64,460
Married
1
Master's
Self-Employed
13.661578
Urban
Comprehensive
0
3
785
7
2021-09-08 15:21:39.194829
Good
No
Rarely
House
115
15,091
35
Female
36,608
Single
2
High School
null
11.75367
Urban
Basic
null
3
728
7
2019-08-23 15:21:39.250151
Good
Yes
Weekly
House
1,622
15,092
29
Male
46,011
Divorced
4
PhD
Employed
27.03873
Suburban
Basic
null
15
657
4
2021-04-03 15:21:39.091080
Poor
Yes
Monthly
Apartment
1,658
15,093
64
Male
36,628
Married
1
High School
Self-Employed
12.56723
Urban
Comprehensive
0
0
778
6
2023-02-08 15:21:39.167099
Average
Yes
Rarely
House
1,036
15,094
49
Male
35,122
Single
0
Master's
null
15.39852
Rural
Premium
2
13
746
8
2023-03-12 15:21:39.179186
Average
No
Rarely
Condo
1,766
15,095
31
Female
10,068
Married
3
PhD
Self-Employed
50.943177
Suburban
Premium
1
17
632
6
2022-11-28 15:21:39.155231
Average
Yes
Rarely
Condo
1,337
15,096
20
Female
18,424
Divorced
4
High School
Unemployed
28.94543
Suburban
Basic
0
15
null
7
2024-01-19 15:21:39.134960
Good
Yes
Weekly
Condo
72
15,097
63
Female
4,542
Single
1
PhD
Employed
26.281277
Suburban
Basic
2
3
338
8
2019-11-27 15:21:39.268507
Average
Yes
Monthly
Apartment
801
15,098
41
Female
30,361
Married
0
High School
Self-Employed
39.293793
Suburban
Basic
null
8
682
4
2019-11-02 15:21:39.172097
Good
Yes
Weekly
Condo
774
15,099
44
Female
21,652
Single
0
High School
null
14.818822
Rural
Comprehensive
0
1
431
3
2023-04-14 15:21:39.122134
Good
Yes
Weekly
House
382