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
39,000
62
Female
1,575
Single
2
High School
Self-Employed
null
Urban
Premium
2
16
535
1
2024-06-21 15:21:39.155231
Good
No
Daily
Condo
589
39,001
58
Male
105,601
Single
3
Master's
null
44.630317
Urban
Basic
2
17
358
8
2023-09-04 15:21:39.186212
Good
Yes
Weekly
Apartment
182
39,002
39
Male
3,736
null
null
PhD
null
10.914508
Urban
Basic
2
6
722
4
2021-09-13 15:21:39.089116
Good
Yes
Weekly
Condo
1,519
39,003
56
Female
6,054
Divorced
3
Master's
Self-Employed
22.457214
Suburban
Basic
null
6
802
1
2023-04-26 15:21:39.249100
Average
No
Rarely
Apartment
36
39,004
34
Male
29,091
Single
2
Bachelor's
Employed
29.933456
Urban
Comprehensive
0
0
734
6
2020-03-21 15:21:39.134960
Average
Yes
Rarely
House
1,347
39,005
61
Female
5,957
Married
4
PhD
Unemployed
14.811594
Rural
Comprehensive
0
18
706
1
2022-01-01 15:21:39.126661
Poor
Yes
Monthly
Apartment
917
39,006
64
Male
14,079
Single
4
Master's
Unemployed
24.837988
Rural
Premium
0
5
659
1
2023-10-04 15:21:39.192212
Poor
No
Monthly
Apartment
532
39,007
38
Female
null
Married
4
High School
Unemployed
14.609546
Suburban
Comprehensive
1
0
398
8
2022-06-17 15:21:39.134960
Good
No
Daily
Condo
139
39,008
48
Male
59,761
Divorced
1
Master's
Employed
13.153417
Rural
Comprehensive
1
13
446
3
2022-05-20 15:21:39.134960
Average
No
Daily
Condo
28
39,009
59
Female
16,086
Single
0
High School
Self-Employed
27.696922
Suburban
Basic
null
12
797
6
2021-06-13 15:21:39.236064
Poor
Yes
Rarely
Condo
1,439
39,010
46
Female
23,266
Single
3
Master's
Unemployed
12.082532
Urban
Basic
0
12
null
9
2020-04-19 15:21:39.190215
Good
No
Rarely
Apartment
98
39,011
23
Female
117,445
Married
0
High School
null
47.927454
Rural
Comprehensive
null
12
659
1
2022-06-23 15:21:39.110557
Good
No
Daily
Condo
195
39,012
20
Female
61,447
Divorced
2
Bachelor's
Employed
13.983651
Urban
Comprehensive
0
2
843
1
2020-01-31 15:21:39.218388
Poor
No
Daily
Condo
149
39,013
30
Female
27,791
Single
1
High School
null
null
Suburban
Comprehensive
0
5
788
1
2019-12-15 15:21:39.264504
Poor
No
Rarely
Apartment
391
39,014
27
Male
2,833
Divorced
0
High School
null
44.995599
Suburban
Basic
null
7
803
2
2023-09-16 15:21:39.245086
Good
No
Rarely
Apartment
2,066
39,015
49
Female
61,531
Married
4
PhD
Employed
3.8763
Rural
Premium
1
18
431
6
2021-09-22 15:21:39.126661
Average
Yes
Daily
House
1,476
39,016
25
Female
4,869
Married
4
Bachelor's
Self-Employed
22.074062
Rural
Basic
1
4
327
2
2023-10-26 15:21:39.237118
Good
Yes
Weekly
House
669
39,017
29
Male
35,467
null
0
Master's
null
19.472228
Suburban
Premium
0
17
837
3
2021-08-20 15:21:39.134960
Good
Yes
Daily
House
523
39,018
34
Male
9,087
Single
2
Bachelor's
Unemployed
32.074352
Urban
Basic
0
18
816
3
2024-07-17 15:21:39.226954
Poor
Yes
Daily
Apartment
1,466
39,019
19
Female
21,770
Single
0
Master's
Unemployed
38.802012
Urban
Premium
0
2
763
7
2020-07-16 15:21:39.191219
Good
Yes
Daily
Condo
2,171
39,020
35
Male
96,939
Married
3
Bachelor's
Unemployed
52.81135
Suburban
Basic
1
3
752
4
2021-06-28 15:21:39.093681
Good
No
Daily
House
2,727
39,021
57
Female
60,797
Married
3
High School
Employed
23.241728
Urban
Basic
0
14
432
7
2024-07-18 15:21:39.088124
Average
Yes
Daily
Condo
1,630
39,022
37
Male
126,711
Married
3
Bachelor's
null
null
Rural
Premium
0
1
693
4
2022-11-28 15:21:39.121169
Average
Yes
Weekly
Apartment
119
39,023
26
Male
18,056
Divorced
3
High School
Unemployed
10.983429
Suburban
Premium
null
10
null
4
2020-02-03 15:21:39.155231
Poor
No
Monthly
House
582
39,024
64
Male
28,307
Married
3
High School
null
30.637487
Urban
Basic
0
8
521
7
2020-04-08 15:21:39.149731
Poor
No
Rarely
Condo
2,722
39,025
34
Male
51,402
Single
3
Bachelor's
Self-Employed
47.919394
Rural
Basic
1
7
729
3
2022-07-11 15:21:39.237118
Average
Yes
Weekly
Condo
382
39,026
45
Female
57,790
Single
3
Master's
Employed
43.129523
Suburban
Premium
4
13
699
7
2023-09-11 15:21:39.128286
null
Yes
Rarely
House
2,086
39,027
29
Male
7,095
Single
2
Master's
Employed
29.914358
Urban
Comprehensive
null
0
709
6
2023-05-30 15:21:39.261856
Average
No
Weekly
House
1,631
39,028
54
Female
40,024
Single
null
PhD
null
23.752086
Urban
Comprehensive
1
9
803
8
2020-12-25 15:21:39.265513
Average
Yes
Weekly
Condo
40
39,029
29
Female
35,276
Divorced
2
High School
Unemployed
23.610944
Urban
Comprehensive
1
7
482
8
2022-02-09 15:21:39.272456
Poor
No
Monthly
Apartment
250
39,030
28
Male
13,095
Divorced
4
High School
Employed
12.598841
Urban
Premium
0
13
452
7
2022-04-27 15:21:39.187211
Good
No
Rarely
Apartment
1,164
39,031
31
Male
92,979
Single
4
High School
null
null
Suburban
Comprehensive
0
12
null
9
2022-04-05 15:21:39.226954
Good
Yes
Monthly
House
2,128
39,032
52
Female
23,168
Single
1
High School
null
51.024467
Rural
Basic
0
4
797
5
2020-02-08 15:21:39.111551
Good
No
Rarely
Condo
885
39,033
43
Female
null
Divorced
0
High School
Employed
38.939215
Rural
Comprehensive
1
9
821
8
2019-12-14 15:21:39.176717
Poor
No
Weekly
Apartment
294
39,034
48
Female
18,561
Divorced
2
Bachelor's
Self-Employed
29.361738
Rural
Basic
0
18
577
7
2022-12-17 15:21:39.155231
Poor
Yes
Daily
House
806
39,035
46
Male
10,025
Single
0
Master's
Unemployed
27.240826
Rural
Premium
0
11
693
4
2021-12-28 15:21:39.278402
Poor
No
Rarely
Condo
892
39,036
46
Female
46,382
Married
3
Bachelor's
null
47.232433
Suburban
Basic
null
8
753
9
2023-03-20 15:21:39.237118
Average
No
Daily
House
602
39,037
57
Male
18,095
Married
null
PhD
Self-Employed
8.049463
Suburban
Basic
1
2
733
6
2024-02-22 15:21:39.205850
Good
Yes
Monthly
Apartment
1,284
39,038
26
Female
1,333
Divorced
1
PhD
Employed
13.749061
Rural
Basic
1
5
467
7
2020-10-19 15:21:39.250151
Good
No
Daily
Apartment
1,519
39,039
38
Female
3,326
Married
null
Bachelor's
Employed
23.078612
Rural
Comprehensive
0
17
719
6
2022-11-28 15:21:39.175719
Good
No
Monthly
Apartment
71
39,040
47
Male
71,119
Married
0
Bachelor's
Employed
9.131313
Urban
Basic
null
13
571
3
2024-01-07 15:21:39.104139
Average
No
Daily
Condo
4,029
39,041
48
Male
5,231
Married
4
Master's
Self-Employed
3.624397
Urban
Comprehensive
1
0
653
6
2024-07-09 15:21:39.245086
Average
Yes
Weekly
Apartment
1,336
39,042
28
Female
4,702
Divorced
2
Bachelor's
null
41.50557
Suburban
Comprehensive
0
19
751
2
2023-01-26 15:21:39.173834
Poor
Yes
Monthly
House
4,681
39,043
23
Female
78,113
Married
null
High School
Self-Employed
22.826261
Suburban
Premium
0
11
450
2
2021-08-12 15:21:39.132191
Good
Yes
Monthly
Condo
1,264
39,044
62
Male
3,540
Single
0
Master's
Unemployed
28.535701
Rural
Comprehensive
1
19
null
8
2021-05-03 15:21:39.080440
null
No
Daily
Condo
703
39,045
63
Male
3,560
Married
2
High School
Employed
34.051581
Suburban
Premium
2
18
583
1
2019-12-28 15:21:39.251142
Good
Yes
Monthly
House
506
39,046
52
Female
20,861
Divorced
null
Bachelor's
null
46.957999
Rural
Basic
null
10
null
5
2023-09-11 15:21:39.208842
Good
No
Weekly
House
1,301
39,047
20
Male
4,417
Divorced
0
Master's
null
26.278628
Urban
Basic
null
16
527
6
2024-05-28 15:21:39.251142
Average
Yes
Rarely
Condo
2,146
39,048
null
Female
1,350
Married
null
Master's
Unemployed
24.868583
Urban
Premium
4
18
354
2
2022-09-14 15:21:39.108562
Good
Yes
Daily
Condo
1,484
39,049
46
Female
null
Married
null
High School
Unemployed
35.955009
Urban
Comprehensive
0
3
374
7
2020-06-27 15:21:39.155231
Average
Yes
Daily
Condo
402
39,050
40
Female
755
Married
2
PhD
null
41.719042
Suburban
Premium
2
15
null
5
2022-12-01 15:21:39.171102
Good
Yes
Daily
Condo
614
39,051
43
Male
17,900
Divorced
4
Bachelor's
Employed
null
Suburban
Basic
0
9
null
8
2022-10-10 15:21:39.237118
Average
No
Monthly
House
715
39,052
47
Male
18,058
Divorced
3
High School
Self-Employed
21.383941
Suburban
Basic
null
15
779
2
2023-11-03 15:21:39.224915
Poor
Yes
Weekly
House
806
39,053
64
Male
6,838
Single
null
Master's
Employed
null
Urban
Premium
null
13
746
3
2021-11-23 15:21:39.279729
Poor
No
Monthly
Apartment
981
39,054
45
Female
9,062
Single
0
Master's
Employed
33.772067
Suburban
Comprehensive
null
18
665
8
2024-01-30 15:21:39.236064
Good
Yes
Rarely
House
539
39,055
44
Male
3,577
Single
3
Master's
null
47.924253
Urban
Premium
1
12
382
5
2021-05-31 15:21:39.261856
Average
No
Weekly
House
596
39,056
24
Female
8,993
Divorced
1
Master's
null
47.131404
Suburban
Premium
3
8
490
6
2021-05-12 15:21:39.167099
null
No
Monthly
Condo
709
39,057
23
Male
3,337
Divorced
4
Bachelor's
Self-Employed
21.039069
Rural
Comprehensive
0
17
781
6
2020-11-05 15:21:39.150730
Good
Yes
Monthly
Apartment
2,208
39,058
28
Male
2,788
Single
1
Bachelor's
Unemployed
22.813532
Rural
Premium
1
7
493
2
2022-04-26 15:21:39.193945
Average
Yes
Monthly
Apartment
910
39,059
34
Male
33,759
Divorced
3
PhD
Self-Employed
28.269929
Rural
Premium
null
6
618
9
2021-12-05 15:21:39.134960
Good
No
Monthly
House
647
39,060
25
Female
45,936
Divorced
0
High School
Self-Employed
5.840874
Urban
Comprehensive
1
17
737
8
2020-11-27 15:21:39.268507
null
Yes
Weekly
Apartment
1,134
39,061
18
Female
4,575
Single
2
Bachelor's
Self-Employed
14.565819
Suburban
Basic
2
3
751
6
2023-11-30 15:21:39.092127
Average
Yes
Daily
Apartment
1,605
39,062
30
Male
5,540
Single
4
PhD
Employed
26.277915
Rural
Comprehensive
1
17
733
4
2021-03-02 15:21:39.155231
Poor
Yes
Daily
House
883
39,063
40
Female
17,132
Married
3
High School
Unemployed
40.939186
Urban
Premium
3
18
441
4
2022-07-26 15:21:39.237118
Good
Yes
Monthly
Apartment
1,153
39,064
24
Male
39,603
Single
null
High School
Unemployed
8.64291
Suburban
Premium
1
13
615
4
2021-09-25 15:21:39.080184
Good
Yes
Daily
Condo
2,051
39,065
44
Male
107,849
Divorced
1
High School
null
9.926363
Urban
Comprehensive
null
15
511
3
2022-06-05 15:21:39.196387
Poor
Yes
Weekly
Apartment
2,585
39,066
20
Female
11,583
Married
4
PhD
Employed
15.727625
Suburban
Basic
2
5
761
8
2022-08-15 15:21:39.081504
Average
Yes
Daily
Condo
3,836
39,067
33
Female
null
Divorced
0
Master's
null
11.996679
Urban
Comprehensive
4
2
613
7
2021-05-11 15:21:39.184157
Average
No
Weekly
House
2,446
39,068
21
Female
6,680
null
3
High School
null
9.191088
Suburban
Comprehensive
null
4
null
5
2023-06-08 15:21:39.276901
Good
Yes
Rarely
House
2,470
39,069
50
Female
10,641
Divorced
2
Master's
Unemployed
20.33252
Suburban
Premium
null
1
368
9
2023-04-09 15:21:39.145732
Good
No
Daily
House
1,059
39,070
29
Male
85,512
Married
4
PhD
Self-Employed
14.068444
Suburban
Comprehensive
3
2
657
9
2024-05-31 15:21:39.248098
null
No
Weekly
Apartment
1,240
39,071
31
Female
76,493
Divorced
3
Bachelor's
null
16.834809
Urban
Premium
2
14
632
7
2022-08-03 15:21:39.273973
null
No
Weekly
Condo
456
39,072
47
Female
13,983
Divorced
1
PhD
Employed
26.874356
Rural
Basic
0
13
653
6
2024-04-17 15:21:39.147735
Good
No
Monthly
House
1,605
39,073
39
Male
null
Divorced
null
Master's
Unemployed
20.483662
Rural
Premium
null
1
405
4
2024-05-22 15:21:39.134960
Average
Yes
Daily
House
328
39,074
63
Female
44,916
Divorced
4
Bachelor's
null
8.160523
Rural
Comprehensive
null
2
null
1
2023-11-20 15:21:39.226954
Average
No
Weekly
Condo
2,031
39,075
34
Male
54,628
Divorced
2
Master's
Self-Employed
26.157048
Suburban
Basic
0
12
312
2
2021-07-02 15:21:39.286113
Poor
Yes
Weekly
House
1,275
39,076
59
Female
4,580
Divorced
0
PhD
null
40.599964
Suburban
Basic
null
18
778
1
2022-07-02 15:21:39.167099
null
Yes
Daily
Apartment
710
39,077
38
Male
3,999
Divorced
4
High School
Employed
27.484098
Urban
Basic
null
4
606
2
2023-12-17 15:21:39.129190
null
No
Weekly
Condo
567
39,078
19
Female
16,076
Single
3
Bachelor's
Employed
14.844667
Rural
Comprehensive
1
19
709
8
2020-12-31 15:21:39.123711
Average
No
Rarely
Condo
2,104
39,079
22
Male
7,071
Married
null
Bachelor's
Unemployed
33.362033
Urban
Comprehensive
null
10
612
2
2020-03-04 15:21:39.224915
Average
Yes
Monthly
Apartment
904
39,080
19
Female
47,079
Married
0
Master's
null
43.017591
Urban
Basic
null
10
548
2
2024-07-29 15:21:39.247098
Average
No
Monthly
House
136
39,081
33
Male
7,077
Divorced
1
PhD
Self-Employed
11.717522
Rural
Comprehensive
null
17
607
6
2022-05-01 15:21:39.261856
Poor
No
Monthly
Condo
785
39,082
37
Male
26,233
Married
3
Master's
Unemployed
26.009651
Urban
Basic
1
16
519
9
2021-07-21 15:21:39.167099
Good
No
Daily
Apartment
999
39,083
37
Male
12,745
Married
0
PhD
Employed
14.534788
Rural
Basic
null
2
547
4
2020-05-28 15:21:39.214388
Good
Yes
Rarely
House
1,209
39,084
20
Female
18,307
Single
null
Master's
Employed
23.874244
Suburban
Comprehensive
2
0
683
5
2022-02-21 15:21:39.084065
Average
No
Weekly
Apartment
100
39,085
29
Male
2,572
Single
null
Master's
Unemployed
23.759567
Suburban
Basic
3
0
462
2
2024-04-23 15:21:39.106582
Poor
Yes
Weekly
Apartment
2,396
39,086
63
Female
7,796
Divorced
2
Master's
Unemployed
12.145056
Suburban
Premium
1
8
705
1
2021-10-08 15:21:39.155231
Good
No
Monthly
Condo
1,022
39,087
null
Male
739
Single
4
Master's
Self-Employed
6.572689
Urban
Comprehensive
2
8
685
8
2020-01-30 15:21:39.194829
Good
Yes
Rarely
House
1,046
39,088
43
Female
30,274
Divorced
1
Bachelor's
Employed
22.451915
Urban
Comprehensive
null
10
757
1
2024-05-24 15:21:39.237118
Average
No
Monthly
Condo
3,538
39,089
53
Male
null
Divorced
0
Bachelor's
Unemployed
40.642747
Rural
Comprehensive
1
0
341
4
2023-06-22 15:21:39.263607
Good
No
Daily
House
237
39,090
54
Male
51,011
Divorced
4
Master's
null
37.534258
Suburban
Comprehensive
1
0
432
3
2021-03-20 15:21:39.206847
Average
No
Rarely
Apartment
3,242
39,091
20
Female
20,961
Single
0
Bachelor's
Employed
16.20455
Urban
Basic
0
17
null
3
2024-06-22 15:21:39.092127
null
No
Daily
House
582
39,092
61
Male
1,260
Single
4
High School
null
5.93669
Rural
Comprehensive
null
11
598
3
2021-03-09 15:21:39.253660
Poor
No
Daily
Apartment
2,385
39,093
51
Female
10,863
Married
3
Bachelor's
Self-Employed
16.898697
Rural
Comprehensive
null
19
774
4
2022-08-24 15:21:39.261856
Average
No
Daily
Condo
40
39,094
60
Female
4,942
Divorced
3
Master's
null
21.066961
Urban
Basic
null
5
657
8
2022-12-09 15:21:39.130190
Good
No
Monthly
House
2,175
39,095
64
Male
6,939
Married
2
Master's
Unemployed
39.226971
Rural
Premium
2
13
796
8
2022-03-13 15:21:39.166062
Poor
No
Weekly
Apartment
3,039
39,096
null
Male
175
Divorced
0
Master's
Employed
24.09197
Rural
Comprehensive
null
0
710
2
2020-01-20 15:21:39.089116
Average
No
Weekly
House
175
39,097
41
Female
28,892
Married
4
Bachelor's
Employed
37.792127
Rural
Premium
1
6
718
5
2021-03-31 15:21:39.274993
Poor
No
Weekly
Condo
545
39,098
37
Male
69,085
Divorced
0
Master's
null
40.835478
Rural
Comprehensive
2
9
null
8
2020-03-10 15:21:39.092127
Good
Yes
Rarely
House
2,580
39,099
29
Male
72,409
Married
4
PhD
Unemployed
19.818943
Urban
Comprehensive
null
14
488
8
2024-08-04 15:21:39.134960
Average
Yes
Weekly
Condo
48