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
1,179,000
50
Female
134,890
Married
0
Bachelor's
Employed
25.422918
Rural
Comprehensive
0
10
766
3
2020-10-14 15:21:39.280784
null
No
Daily
Condo
2,167
1,179,001
47
Female
18,540
Divorced
0
Bachelor's
Self-Employed
20.635428
Urban
Premium
null
4
741
1
2020-07-09 15:21:39.204790
Good
Yes
Weekly
House
141
1,179,002
43
Male
533
Divorced
2
High School
null
39.813243
Urban
Basic
1
1
456
5
2021-07-09 15:21:39.226954
Average
Yes
Weekly
House
838
1,179,003
53
Female
11,571
Married
1
High School
null
42.836844
Suburban
Comprehensive
0
7
778
1
2020-09-15 15:21:39.208842
Average
No
Weekly
House
1,736
1,179,004
21
Female
20,891
Married
2
Bachelor's
Self-Employed
10.922113
Suburban
Premium
0
6
696
2
2021-08-08 15:21:39.180553
Average
Yes
Monthly
House
1,407
1,179,005
39
Male
17,072
Single
1
Bachelor's
Unemployed
26.719528
Urban
Comprehensive
1
4
646
4
2022-05-19 15:21:39.134960
Average
Yes
Weekly
Apartment
1,132
1,179,006
28
Female
14,397
Divorced
3
PhD
Employed
42.987371
Rural
Comprehensive
1
1
749
6
2022-10-24 15:21:39.237118
Average
Yes
Rarely
House
846
1,179,007
50
Female
141,623
Single
0
Master's
Employed
34.867357
Suburban
Comprehensive
1
5
406
3
2023-11-02 15:21:39.208842
null
Yes
Weekly
Condo
38
1,179,008
52
Male
25,011
Single
1
High School
Self-Employed
15.737453
Urban
Premium
1
3
null
3
2022-04-07 15:21:39.098696
Poor
Yes
Daily
House
553
1,179,009
20
Female
null
Married
1
Bachelor's
Unemployed
50.161846
Rural
Comprehensive
3
10
790
1
2021-02-12 15:21:39.155231
Average
Yes
Weekly
House
2,091
1,179,010
22
Female
null
Divorced
3
Bachelor's
Self-Employed
48.735927
Suburban
Basic
0
19
311
4
2023-03-16 15:21:39.081504
Good
Yes
Monthly
House
722
1,179,011
29
Female
37,389
Divorced
2
Bachelor's
null
20.534005
Rural
Basic
1
9
756
6
2021-12-16 15:21:39.155231
Average
No
Daily
Apartment
612
1,179,012
57
Female
16,582
Single
3
High School
Self-Employed
17.394797
Urban
Premium
null
10
407
1
2024-07-30 15:21:39.096739
Good
No
Rarely
House
1,131
1,179,013
60
Female
45,664
Divorced
0
Master's
Self-Employed
33.312319
Urban
Comprehensive
1
14
585
8
2021-09-14 15:21:39.224915
Poor
Yes
Monthly
House
1,028
1,179,014
21
Female
20,300
Married
null
High School
Self-Employed
38.068383
Suburban
Premium
null
4
630
5
2020-11-24 15:21:39.085129
Average
No
Weekly
Condo
1,042
1,179,015
29
Male
null
Divorced
3
High School
Employed
44.72842
Urban
Comprehensive
null
19
689
4
2024-04-19 15:21:39.155231
Good
No
Rarely
House
147
1,179,016
41
Male
20,195
Married
0
Bachelor's
Self-Employed
22.694509
Rural
Basic
0
13
727
1
2024-06-09 15:21:39.085129
Good
Yes
Rarely
Apartment
982
1,179,017
61
Male
31,571
Married
4
Master's
Unemployed
18.858652
Suburban
Basic
1
6
411
8
2020-02-19 15:21:39.124659
Poor
Yes
Rarely
Condo
874
1,179,018
31
Male
33,921
Single
2
Bachelor's
Self-Employed
28.948252
Rural
Premium
1
0
399
6
2021-03-12 15:21:39.261856
Poor
No
Rarely
House
934
1,179,019
28
Male
18,300
Divorced
0
High School
Unemployed
39.719895
Rural
Comprehensive
1
10
788
1
2024-06-10 15:21:39.145732
Poor
Yes
Weekly
House
2,178
1,179,020
56
Male
5,818
Divorced
3
PhD
null
9.479717
Suburban
Comprehensive
0
11
577
6
2020-05-22 15:21:39.155231
Good
Yes
Rarely
Apartment
652
1,179,021
38
Male
2,989
Married
1
Bachelor's
null
47.755634
Rural
Basic
0
0
308
9
2019-10-16 15:21:39.213373
Good
No
Monthly
Apartment
1,369
1,179,022
63
Male
26,113
Single
0
Bachelor's
Unemployed
19.907386
Rural
Comprehensive
null
14
319
9
2023-01-22 15:21:39.104139
Good
Yes
Monthly
House
1,201
1,179,023
40
Male
null
Single
2
Master's
Self-Employed
35.692488
Urban
Basic
1
18
832
1
2020-07-15 15:21:39.247098
null
No
Weekly
House
2,079
1,179,024
59
Female
12,572
Married
4
PhD
null
19.591012
Rural
Basic
0
2
606
2
2023-12-31 15:21:39.225916
Average
No
Weekly
Condo
72
1,179,025
60
Female
111,445
Single
0
PhD
Unemployed
10.438645
Urban
Basic
0
17
605
4
2022-07-10 15:21:39.081504
Good
Yes
Weekly
Apartment
300
1,179,026
30
Male
20,522
Married
4
High School
Self-Employed
32.835656
Rural
Basic
0
15
660
9
2023-05-23 15:21:39.095696
Good
Yes
Daily
Condo
2,030
1,179,027
29
Female
3,714
Married
4
Master's
Self-Employed
38.121741
Rural
Basic
2
7
560
3
2021-10-26 15:21:39.177724
Poor
No
Monthly
House
935
1,179,028
44
Female
null
Divorced
4
Master's
null
41.848265
Urban
Comprehensive
0
19
768
4
2020-11-28 15:21:39.132191
Poor
Yes
Monthly
Condo
330
1,179,029
36
Male
62,224
Single
0
Bachelor's
null
null
Rural
Comprehensive
2
11
692
1
2019-09-17 15:21:39.172097
Average
Yes
Monthly
Condo
1,225
1,179,030
46
Female
29,227
Single
4
Master's
Unemployed
28.633308
Urban
Basic
2
16
null
1
2021-12-11 15:21:39.151732
Good
No
Weekly
Apartment
1,225
1,179,031
24
Male
11,927
Married
0
Master's
Unemployed
19.156413
Suburban
Premium
2
10
724
4
2022-01-28 15:21:39.245086
Average
Yes
Weekly
Apartment
443
1,179,032
33
Female
35,312
Single
2
Master's
null
18.066372
Rural
Basic
0
16
583
4
2021-06-26 15:21:39.279729
Good
Yes
Daily
Apartment
1,330
1,179,033
39
Male
16,081
Married
4
Bachelor's
null
14.089433
Suburban
Comprehensive
0
6
733
5
2021-02-11 15:21:39.134960
Poor
Yes
Monthly
Condo
1,358
1,179,034
53
Female
12,943
Single
3
High School
Unemployed
27.955755
Suburban
Premium
1
4
510
9
2020-04-08 15:21:39.123711
Average
No
Rarely
Apartment
158
1,179,035
32
Female
null
Married
4
PhD
Unemployed
25.928284
Suburban
Comprehensive
2
16
776
5
2020-01-02 15:21:39.278402
Poor
Yes
Weekly
Apartment
1,883
1,179,036
48
Male
47,898
Married
3
PhD
Self-Employed
15.914015
Rural
Basic
0
17
556
1
2023-02-05 15:21:39.181605
Average
No
Daily
House
48
1,179,037
51
Male
71,177
Married
0
High School
null
31.331368
Suburban
Basic
null
2
394
1
2021-04-01 15:21:39.229482
Good
Yes
Daily
House
616
1,179,038
40
Female
18,054
Divorced
0
Bachelor's
Employed
18.172735
Rural
Premium
null
10
642
2
2020-07-05 15:21:39.261856
Average
No
Rarely
Condo
1,373
1,179,039
44
Male
858
Single
4
High School
Employed
null
Urban
Premium
null
0
710
2
2021-05-12 15:21:39.254678
Poor
No
Monthly
Condo
563
1,179,040
37
Female
null
Divorced
3
Bachelor's
Self-Employed
9.913202
Suburban
Basic
1
4
385
1
2023-06-08 15:21:39.130190
Good
Yes
Rarely
Apartment
659
1,179,041
56
Male
43,979
Divorced
1
High School
Unemployed
15.61135
Suburban
Premium
null
10
662
5
2020-09-27 15:21:39.172097
Average
Yes
Daily
Apartment
681
1,179,042
47
Male
38,752
Single
3
Bachelor's
Unemployed
16.884719
Suburban
Basic
2
3
606
5
2021-04-23 15:21:39.094752
Poor
Yes
Weekly
Apartment
1,724
1,179,043
46
Male
142,467
Divorced
2
Bachelor's
Self-Employed
34.070028
Suburban
Basic
1
17
null
7
2020-09-13 15:21:39.172097
Average
No
Daily
Apartment
112
1,179,044
61
Male
81,702
Married
2
Bachelor's
Employed
30.993882
Urban
Premium
null
15
475
9
2019-09-16 15:21:39.090124
Average
No
Weekly
House
394
1,179,045
63
Male
381
Married
4
Bachelor's
Employed
21.380117
Suburban
Premium
null
19
null
4
2023-07-02 15:21:39.198406
Average
Yes
Rarely
Condo
781
1,179,046
52
Male
17,062
Married
2
PhD
null
16.826546
Urban
Basic
1
17
509
2
2023-02-20 15:21:39.197445
Average
No
Weekly
Condo
317
1,179,047
56
Male
25,149
Divorced
4
Master's
Employed
50.623768
Urban
Basic
1
19
820
1
2020-07-16 15:21:39.196387
null
Yes
Daily
House
705
1,179,048
50
Female
25,373
Married
1
Master's
null
31.539784
Suburban
Basic
0
12
682
6
2020-11-30 15:21:39.079128
Average
Yes
Rarely
Apartment
439
1,179,049
20
Female
22,106
Divorced
0
High School
null
12.180175
Suburban
Basic
0
14
478
2
2022-11-27 15:21:39.286113
Good
No
Weekly
House
1,359
1,179,050
53
Male
17,867
Single
1
High School
null
43.867614
Rural
Comprehensive
1
5
594
4
2019-10-02 15:21:39.197445
Good
No
Monthly
Apartment
27
1,179,051
18
Male
6,160
Single
0
Bachelor's
Employed
25.56882
Urban
Comprehensive
0
15
370
9
2020-07-12 15:21:39.194829
Good
Yes
Daily
Condo
1,586
1,179,052
52
Female
null
Married
0
Bachelor's
Unemployed
null
Rural
Basic
2
12
668
9
2019-08-19 15:21:39.267454
Good
No
Daily
Condo
2,155
1,179,053
23
Female
26,862
Divorced
null
Master's
null
44.677938
Rural
Basic
2
6
553
2
2023-08-26 15:21:39.221386
Poor
No
Daily
Condo
1,160
1,179,054
39
Female
81,966
Divorced
3
Master's
Self-Employed
25.124616
Suburban
Premium
1
0
405
3
2020-03-28 15:21:39.250151
Good
No
Monthly
House
566
1,179,055
30
Female
6,799
Married
4
High School
null
51.69709
Rural
Comprehensive
1
19
668
5
2022-01-05 15:21:39.248098
Poor
Yes
Weekly
House
1,529
1,179,056
35
Female
40,981
Married
2
Master's
Unemployed
12.129624
Suburban
Premium
3
18
440
8
2020-04-02 15:21:39.248098
null
Yes
Monthly
House
618
1,179,057
61
Male
40,318
Single
0
PhD
Employed
19.845982
Suburban
Premium
2
1
790
2
2019-10-06 15:21:39.155231
Good
No
Monthly
Apartment
498
1,179,058
64
Male
6,824
Divorced
0
PhD
Self-Employed
6.816229
Rural
Premium
null
12
797
7
2021-05-21 15:21:39.155231
Good
Yes
Weekly
Apartment
635
1,179,059
47
Female
20,236
Married
null
Master's
Unemployed
6.674218
Urban
Comprehensive
1
17
561
7
2023-03-19 15:21:39.155231
Average
Yes
Daily
House
487
1,179,060
20
Female
4,259
Married
2
Master's
Unemployed
45.157027
Urban
Premium
null
1
743
6
2020-06-04 15:21:39.181605
Good
No
Daily
Apartment
3,244
1,179,061
35
Male
5,857
Divorced
4
Bachelor's
Self-Employed
23.084608
Suburban
Premium
1
7
822
9
2023-08-22 15:21:39.102694
null
Yes
Weekly
House
812
1,179,062
25
Female
116,970
Single
3
High School
null
41.638215
Urban
Basic
2
0
699
5
2024-03-09 15:21:39.222387
Poor
Yes
Weekly
Apartment
116
1,179,063
54
Female
1,148
Single
4
Bachelor's
null
null
Rural
Premium
1
7
673
3
2024-02-26 15:21:39.130190
Average
No
Monthly
House
531
1,179,064
55
Male
1,588
Divorced
2
Bachelor's
null
35.846603
Urban
Comprehensive
null
6
516
9
2020-07-27 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,301
1,179,065
49
Female
44,690
Married
null
Master's
null
21.613626
Suburban
Premium
1
0
832
7
2022-10-13 15:21:39.245086
Good
No
Rarely
Apartment
1,681
1,179,066
22
Male
1,375
Single
0
High School
Self-Employed
4.835115
Suburban
Premium
null
14
573
1
2023-03-30 15:21:39.155231
Average
Yes
Weekly
Apartment
2,058
1,179,067
52
Female
76,944
Married
1
Master's
Self-Employed
23.277911
Rural
Basic
2
17
786
8
2023-09-09 15:21:39.134960
Average
No
Daily
Apartment
2,028
1,179,068
20
Male
29,892
Divorced
0
PhD
null
20.738348
Rural
Basic
0
1
695
9
2021-01-26 15:21:39.091080
Good
No
Monthly
Condo
1,237
1,179,069
50
Female
3,468
Married
4
PhD
Unemployed
null
Suburban
Comprehensive
0
2
696
3
2023-07-17 15:21:39.129190
Average
Yes
Monthly
House
1,829
1,179,070
42
Female
3,645
Single
null
Master's
Self-Employed
16.246722
Suburban
Basic
0
2
417
3
2024-05-30 15:21:39.134960
Good
Yes
Monthly
Apartment
803
1,179,071
59
Female
29,073
Married
0
High School
Employed
33.638609
Suburban
Comprehensive
null
13
673
2
2020-11-26 15:21:39.082499
Poor
No
Monthly
Condo
746
1,179,072
52
Male
55,090
Married
3
PhD
Unemployed
13.095214
Suburban
Premium
null
17
367
3
2021-11-16 15:21:39.085129
Good
No
Monthly
Apartment
1,664
1,179,073
18
Male
10,182
Divorced
2
Master's
Unemployed
23.087999
Urban
Comprehensive
null
5
null
5
2023-10-24 15:21:39.155231
Good
No
Weekly
Condo
1,284
1,179,074
49
Female
62,366
Single
3
Master's
null
20.314099
Rural
Basic
null
10
388
6
2022-12-20 15:21:39.155231
Average
No
Daily
Condo
1,215
1,179,075
22
Female
53,664
Divorced
3
Master's
Unemployed
29.178429
Rural
Basic
0
16
321
2
2019-09-22 15:21:39.151732
Poor
No
Weekly
House
877
1,179,076
31
Female
36,231
Divorced
3
Bachelor's
Employed
15.011718
Rural
Premium
1
19
470
8
2023-03-14 15:21:39.279729
Average
Yes
Monthly
House
1,057
1,179,077
40
Male
null
Married
4
PhD
null
8.908485
Suburban
Comprehensive
0
18
748
9
2023-09-24 15:21:39.192212
Good
Yes
Rarely
House
62
1,179,078
64
Female
3,489
Single
1
Master's
Employed
6.236715
Rural
Comprehensive
null
15
613
4
2019-12-26 15:21:39.172097
Poor
No
Weekly
Apartment
1,881
1,179,079
56
Male
17,093
Single
0
Master's
null
9.874697
Suburban
Comprehensive
1
15
469
7
2023-08-10 15:21:39.271453
Good
No
Rarely
Apartment
20
1,179,080
63
Male
52,361
Divorced
3
High School
null
40.066699
Suburban
Comprehensive
1
16
585
1
2021-12-19 15:21:39.180553
Good
Yes
Daily
Condo
176
1,179,081
23
Male
24,486
Married
0
High School
null
39.859486
Urban
Basic
null
3
551
9
2019-09-19 15:21:39.134960
Poor
Yes
Daily
House
913
1,179,082
30
Male
2,864
Single
null
Master's
Self-Employed
26.154939
Rural
Comprehensive
2
16
390
9
2020-06-02 15:21:39.185215
Poor
No
Rarely
Apartment
1,522
1,179,083
61
Female
59,921
Single
2
Master's
Self-Employed
17.813373
Suburban
Basic
1
15
404
2
2022-06-14 15:21:39.134960
Poor
No
Daily
Condo
1,126
1,179,084
39
Male
65,875
Divorced
0
Master's
Employed
13.946107
Suburban
Basic
2
9
463
4
2022-12-26 15:21:39.216387
Poor
Yes
Monthly
Apartment
115
1,179,085
18
Female
11,855
Single
3
Bachelor's
Unemployed
18.495931
Urban
Premium
0
0
null
1
2020-07-25 15:21:39.200452
Average
No
Monthly
Condo
1,725
1,179,086
48
Female
36,069
Single
null
Master's
Unemployed
7.869057
Urban
Comprehensive
0
12
842
3
2021-12-28 15:21:39.134960
Average
No
Weekly
Condo
1,390
1,179,087
null
Female
11,860
Single
4
Master's
Self-Employed
8.926391
Urban
Premium
null
5
629
6
2023-12-03 15:21:39.155231
Poor
Yes
Daily
Apartment
1,156
1,179,088
42
Female
3,518
Divorced
4
High School
null
9.552416
Urban
Premium
2
0
562
9
2020-01-31 15:21:39.134960
Good
Yes
Rarely
Condo
612
1,179,089
40
Female
7,883
Single
4
Bachelor's
null
5.955677
Urban
Comprehensive
null
6
null
3
2019-10-18 15:21:39.134960
Poor
Yes
Daily
Apartment
2,976
1,179,090
55
Male
36,010
Divorced
3
High School
null
18.504962
Urban
Basic
1
15
753
1
2022-04-17 15:21:39.143708
Good
Yes
Daily
Apartment
638
1,179,091
34
Female
45,853
Married
2
Master's
Self-Employed
50.910665
Urban
Comprehensive
1
9
679
4
2024-03-22 15:21:39.274993
Average
Yes
Weekly
Condo
986
1,179,092
25
Male
12,546
Single
0
High School
Unemployed
11.247838
Suburban
Comprehensive
1
11
452
5
2020-03-26 15:21:39.170099
Good
No
Rarely
Apartment
623
1,179,093
55
Male
17,763
Single
4
PhD
Unemployed
5.297921
Rural
Basic
0
8
317
1
2021-12-07 15:21:39.126661
Poor
No
Rarely
House
893
1,179,094
22
Male
5,075
Divorced
4
High School
Employed
27.698905
Rural
Comprehensive
1
19
391
5
2019-09-28 15:21:39.185215
Average
Yes
Weekly
Condo
1,803
1,179,095
49
Female
59,492
Single
2
Master's
Unemployed
27.294214
Suburban
Premium
null
9
767
3
2020-02-25 15:21:39.168099
Poor
Yes
Rarely
Apartment
144
1,179,096
22
Female
53,949
Married
3
Bachelor's
Employed
8.690138
Rural
Basic
0
8
838
9
2022-04-05 15:21:39.209847
Poor
No
Rarely
Apartment
112
1,179,097
63
Female
12,460
Married
3
Master's
Unemployed
13.959083
Suburban
Premium
2
19
713
3
2023-06-01 15:21:39.288099
Average
Yes
Rarely
House
704
1,179,098
20
Male
24,986
Married
2
High School
Unemployed
40.599964
Rural
Premium
0
12
495
3
2023-07-23 15:21:39.155231
Good
Yes
Weekly
Condo
1,472
1,179,099
49
Male
31,110
Single
1
Bachelor's
Employed
41.912763
Urban
Premium
1
17
843
2
2022-08-20 15:21:39.265513
Average
Yes
Daily
House
311