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
1,186,000
32
Female
17,092
Single
1
PhD
Employed
26.231627
Rural
Comprehensive
0
12
454
7
2021-11-17 15:21:39.155231
Good
Yes
Weekly
House
788
1,186,001
51
Male
63,167
Single
2
High School
Employed
39.413432
Rural
Comprehensive
2
6
760
1
2024-01-16 15:21:39.088124
Average
Yes
Daily
Condo
4,043
1,186,002
22
Male
6,801
Married
2
High School
Self-Employed
30.460914
Suburban
Comprehensive
null
15
null
5
2021-07-03 15:21:39.244069
Poor
Yes
Daily
Apartment
320
1,186,003
52
Male
6,831
Single
0
Master's
Unemployed
18.578768
Rural
Basic
null
18
696
6
2022-06-03 15:21:39.217387
Good
No
Daily
House
2,947
1,186,004
59
Female
3,896
Married
2
High School
Employed
24.141054
Rural
Premium
1
4
823
7
2023-09-21 15:21:39.267454
Average
No
Daily
Condo
3,310
1,186,005
51
Female
97,285
Divorced
null
High School
null
26.938879
Urban
Basic
0
15
649
5
2022-11-20 15:21:39.254678
Average
No
Weekly
Condo
280
1,186,006
48
Female
817
Married
3
High School
null
16.826942
Rural
Basic
null
0
819
9
2019-09-04 15:21:39.198406
Average
Yes
Weekly
Condo
341
1,186,007
20
Female
14,421
Single
1
Master's
null
26.914163
Rural
Premium
null
9
787
7
2023-08-16 15:21:39.194829
Good
No
Monthly
House
812
1,186,008
54
Female
779
Divorced
0
Master's
null
null
Urban
Premium
null
2
766
7
2022-03-03 15:21:39.185215
Poor
No
Daily
Condo
733
1,186,009
30
Male
102,067
Single
2
Master's
null
9.336988
Rural
Basic
0
0
313
6
2021-03-14 15:21:39.155231
Average
No
Daily
House
1,637
1,186,010
54
Female
10,239
Divorced
3
PhD
Self-Employed
40.599964
Urban
Comprehensive
null
4
711
9
2021-11-21 15:21:39.155231
Poor
No
Daily
House
633
1,186,011
62
Male
null
Divorced
4
PhD
Self-Employed
40.9363
Suburban
Premium
null
14
848
5
2021-10-09 15:21:39.134960
Average
Yes
Rarely
House
115
1,186,012
43
Female
null
Divorced
2
High School
Unemployed
15.051596
Urban
Premium
null
11
745
9
2020-10-06 15:21:39.209847
Poor
No
Rarely
House
150
1,186,013
26
Male
null
Married
null
High School
Employed
20.738288
Rural
Premium
1
7
752
1
2022-07-17 15:21:39.134960
Poor
No
Daily
House
287
1,186,014
40
Female
25,720
Single
0
Bachelor's
Employed
44.769693
Rural
Premium
0
17
459
6
2020-12-07 15:21:39.098696
Average
Yes
Daily
Condo
932
1,186,015
33
Male
17,104
Divorced
2
Master's
Self-Employed
11.514834
Suburban
Premium
1
3
640
7
2023-05-29 15:21:39.111551
Good
No
Monthly
House
522
1,186,016
54
Female
12,079
Divorced
1
PhD
null
50.937981
Rural
Basic
null
19
626
5
2022-06-13 15:21:39.253660
Poor
Yes
Rarely
Apartment
1,327
1,186,017
19
Female
9,098
Divorced
null
High School
Self-Employed
31.829078
Urban
Comprehensive
0
3
651
7
2020-12-27 15:21:39.155231
Average
No
Rarely
Apartment
531
1,186,018
21
Female
54,435
Single
3
Master's
null
13.514822
Rural
Premium
1
15
null
8
2023-07-05 15:21:39.247098
Poor
Yes
Rarely
Apartment
142
1,186,019
43
Male
115,461
Divorced
3
High School
Unemployed
36.834198
Urban
Premium
0
5
446
8
2021-06-12 15:21:39.206847
Average
Yes
Rarely
Condo
1,615
1,186,020
40
Female
29,593
Married
0
Bachelor's
Self-Employed
17.618003
Suburban
Premium
null
4
641
5
2021-10-04 15:21:39.237118
Average
Yes
Rarely
House
736
1,186,021
50
Male
19,765
Divorced
2
Bachelor's
Employed
8.993555
Suburban
Basic
0
13
null
4
2020-10-16 15:21:39.134960
Poor
Yes
Rarely
Condo
1,053
1,186,022
21
Male
11,046
Married
1
Bachelor's
null
17.376844
Suburban
Premium
null
15
603
9
2021-08-11 15:21:39.226954
Good
No
Daily
Condo
1,053
1,186,023
61
Male
16,123
Divorced
4
PhD
null
24.24494
Urban
Basic
0
7
817
7
2022-01-21 15:21:39.102694
Good
Yes
Weekly
Condo
644
1,186,024
35
Female
28,886
Divorced
0
Bachelor's
Employed
35.566696
Rural
Basic
2
8
678
5
2020-06-26 15:21:39.134960
Good
No
Weekly
House
1,518
1,186,025
35
Female
24,983
Divorced
1
PhD
Self-Employed
18.311775
Suburban
Basic
2
7
724
2
2022-09-22 15:21:39.134960
Average
No
Weekly
Condo
1,484
1,186,026
46
Male
98,888
Single
3
Bachelor's
null
44.151613
Suburban
Comprehensive
null
19
426
2
2022-11-01 15:21:39.151732
Average
No
Daily
House
489
1,186,027
58
Male
34,294
Married
0
High School
Self-Employed
38.764887
Suburban
Basic
1
8
744
3
2024-01-22 15:21:39.172097
Poor
No
Monthly
House
1,163
1,186,028
24
Male
17,962
Single
null
High School
Self-Employed
34.037378
Suburban
Premium
null
17
613
5
2021-09-16 15:21:39.194829
Average
No
Rarely
House
536
1,186,029
42
Female
6,094
Married
1
PhD
null
4.895412
Rural
Comprehensive
1
15
599
9
2021-08-05 15:21:39.086123
Average
No
Monthly
House
589
1,186,030
40
Female
44,771
Single
0
Bachelor's
Unemployed
9.234965
Urban
Comprehensive
0
1
637
4
2022-09-08 15:21:39.197445
Average
Yes
Monthly
Condo
1,129
1,186,031
50
Female
1,210
Divorced
2
Master's
null
33.758839
Urban
Premium
2
16
654
3
2024-03-03 15:21:39.181605
Average
No
Monthly
Condo
1,201
1,186,032
57
Male
122,839
Divorced
null
Master's
null
21.656561
Rural
Basic
1
11
349
8
2024-01-02 15:21:39.213373
Average
Yes
Weekly
Condo
684
1,186,033
52
Female
4,540
Married
2
Bachelor's
null
15.422923
Suburban
Basic
1
1
null
3
2024-03-29 15:21:39.134960
Average
Yes
Rarely
Condo
26
1,186,034
33
Male
81,925
Divorced
0
Bachelor's
Unemployed
46.39437
Rural
Basic
3
4
337
2
2021-05-09 15:21:39.214388
Average
Yes
Weekly
Apartment
688
1,186,035
22
Female
6,892
Married
3
Master's
Employed
20.0609
Rural
Premium
null
15
null
3
2021-04-26 15:21:39.144722
Average
Yes
Rarely
Condo
2,323
1,186,036
32
Male
25,563
Divorced
0
PhD
null
45.057499
Suburban
Premium
null
8
794
6
2020-08-25 15:21:39.134960
Good
No
Monthly
House
541
1,186,037
50
Male
102,292
Married
1
High School
null
9.06491
Rural
Basic
1
0
528
9
2020-06-27 15:21:39.134960
null
No
Weekly
House
25
1,186,038
null
Female
9,072
Divorced
0
PhD
Unemployed
7.898205
Suburban
Basic
1
16
690
8
2022-07-08 15:21:39.251142
Poor
Yes
Monthly
House
671
1,186,039
19
Female
10,097
Single
2
Bachelor's
null
24.95397
Rural
Basic
1
15
663
1
2021-04-27 15:21:39.121169
Average
Yes
Weekly
Condo
1,694
1,186,040
62
Female
26,700
Single
2
Master's
Unemployed
27.683889
Urban
Comprehensive
1
1
594
2
2019-10-30 15:21:39.094752
Poor
Yes
Weekly
Condo
37
1,186,041
52
Male
7,840
Divorced
3
Master's
Self-Employed
32.372524
Urban
Basic
null
1
517
4
2020-06-19 15:21:39.188220
Average
Yes
Weekly
Condo
1,553
1,186,042
39
Male
66,713
Single
2
PhD
Unemployed
24.412549
Suburban
Premium
null
18
536
1
2021-06-08 15:21:39.256696
Good
Yes
Monthly
House
167
1,186,043
35
Male
5,818
Single
4
High School
Self-Employed
47.720865
Rural
Premium
2
1
679
4
2022-12-24 15:21:39.244069
Good
No
Rarely
Apartment
664
1,186,044
45
Female
102,739
Married
0
PhD
Unemployed
29.389997
Suburban
Comprehensive
null
11
594
9
2022-01-08 15:21:39.205850
null
Yes
Rarely
Apartment
101
1,186,045
44
Male
596
Single
2
High School
null
4.665874
Rural
Comprehensive
null
17
790
7
2020-08-25 15:21:39.202448
null
Yes
Monthly
Condo
721
1,186,046
58
Male
5,537
Single
0
High School
null
19.067406
Urban
Comprehensive
null
5
728
5
2023-06-14 15:21:39.282785
Average
No
Monthly
Apartment
1,487
1,186,047
30
Male
3,483
Married
1
Master's
Employed
25.152981
Rural
Premium
null
18
745
5
2021-09-20 15:21:39.134960
Average
Yes
Daily
Apartment
3,328
1,186,048
48
Female
8,761
Married
0
Bachelor's
Self-Employed
17.734381
Rural
Basic
1
12
686
9
2024-04-24 15:21:39.081504
Average
No
Rarely
Condo
882
1,186,049
20
Male
31,005
Divorced
4
PhD
Unemployed
20.099497
Rural
Premium
1
6
751
8
2022-02-06 15:21:39.155231
Poor
No
Rarely
House
2,475
1,186,050
52
Female
18,071
Single
2
PhD
Employed
35.878656
Rural
Comprehensive
null
15
null
6
2022-06-26 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,167
1,186,051
18
Male
13,390
Single
1
High School
Employed
17.726306
Suburban
Premium
1
3
637
7
2021-06-17 15:21:39.098696
Poor
Yes
Rarely
House
981
1,186,052
29
Male
44,988
Married
3
High School
null
33.811647
Urban
Comprehensive
null
10
null
7
2023-05-06 15:21:39.261856
Average
No
Daily
Condo
811
1,186,053
42
Female
54,427
Married
3
Bachelor's
Self-Employed
null
Suburban
Comprehensive
0
12
492
5
2023-04-22 15:21:39.237118
null
Yes
Weekly
House
1,608
1,186,054
62
Female
57,811
Married
4
Master's
Unemployed
11.398724
Suburban
Basic
2
19
502
1
2024-03-02 15:21:39.131192
Good
Yes
Weekly
Apartment
103
1,186,055
39
Female
30,984
Single
4
Bachelor's
Unemployed
null
Rural
Premium
1
16
543
7
2021-10-30 15:21:39.237118
Average
No
Daily
Apartment
24
1,186,056
47
Male
24,983
Single
2
Master's
Employed
23.726496
Suburban
Comprehensive
null
14
657
1
2020-06-12 15:21:39.134960
Poor
Yes
Monthly
House
1,012
1,186,057
38
Female
133,146
Married
3
Bachelor's
Employed
31.630564
Urban
Comprehensive
1
16
652
6
2024-03-07 15:21:39.174719
Poor
Yes
Weekly
House
172
1,186,058
28
Female
25,404
Divorced
4
Bachelor's
null
16.847261
Suburban
Premium
0
18
null
7
2020-12-24 15:21:39.155231
Poor
Yes
Daily
House
890
1,186,059
41
Female
130,188
Married
0
High School
Unemployed
28.319729
Suburban
Comprehensive
1
6
352
4
2022-09-08 15:21:39.261856
Good
Yes
Weekly
House
514
1,186,060
36
Female
28,886
Married
1
PhD
Unemployed
26.766633
Urban
Premium
0
19
687
7
2021-04-15 15:21:39.171102
Good
No
Daily
Apartment
583
1,186,061
62
Male
8,467
Married
3
High School
null
51.183354
Rural
Premium
0
1
828
3
2023-05-31 15:21:39.084065
Good
Yes
Weekly
House
2,089
1,186,062
48
Female
3,813
Single
0
Bachelor's
Unemployed
13.12057
Rural
Premium
2
9
658
6
2020-06-26 15:21:39.272456
Good
Yes
Monthly
House
1,345
1,186,063
64
Male
10,010
Married
4
PhD
Unemployed
46.933147
Urban
Premium
1
1
790
8
2023-01-22 15:21:39.247098
Good
No
Rarely
House
3,453
1,186,064
59
Female
33,010
Single
3
High School
Self-Employed
27.246977
Rural
Premium
1
0
null
6
2023-08-17 15:21:39.167099
Poor
No
Weekly
Apartment
1,054
1,186,065
57
Female
141,596
Married
0
High School
Employed
36.780133
Suburban
Premium
0
1
357
1
2024-05-18 15:21:39.122134
Good
No
Weekly
Apartment
1,709
1,186,066
51
Female
108,633
Married
null
Master's
Unemployed
42.858809
Urban
Comprehensive
0
11
326
3
2022-04-23 15:21:39.125660
Good
No
Weekly
House
664
1,186,067
54
Male
16,054
Single
1
Master's
Self-Employed
11.719064
Suburban
Comprehensive
0
8
642
1
2023-07-13 15:21:39.246098
Poor
No
Monthly
House
1,799
1,186,068
34
Female
17,561
Married
0
Bachelor's
Employed
26.74626
Rural
Basic
1
0
412
3
2021-04-22 15:21:39.091080
Poor
No
Weekly
Apartment
1,042
1,186,069
18
Male
10,147
Divorced
2
High School
null
38.070445
Urban
Premium
1
9
null
1
2019-12-10 15:21:39.267454
Average
Yes
Monthly
House
1,018
1,186,070
38
Female
61,768
Single
4
PhD
Employed
45.868267
Suburban
Premium
2
11
766
6
2020-10-30 15:21:39.245086
Good
No
Daily
House
3,244
1,186,071
53
Male
43,100
Married
4
Bachelor's
Self-Employed
40.938006
Rural
Premium
1
17
736
4
2022-05-05 15:21:39.155231
Poor
Yes
Monthly
House
685
1,186,072
37
Female
24,897
Single
1
Bachelor's
Unemployed
9.356427
Urban
Premium
null
19
657
3
2022-07-25 15:21:39.134960
Average
Yes
Weekly
Condo
728
1,186,073
51
Female
16,685
Married
1
PhD
Unemployed
32.595789
Rural
Premium
1
1
793
2
2022-01-03 15:21:39.171102
Poor
Yes
Monthly
House
1,216
1,186,074
25
Female
4,902
Divorced
1
PhD
Self-Employed
9.791187
Suburban
Comprehensive
null
0
815
5
2024-05-17 15:21:39.155231
Good
Yes
Monthly
Apartment
1,978
1,186,075
19
Female
16,078
Single
null
PhD
Unemployed
16.86896
Suburban
Basic
0
9
848
5
2023-01-10 15:21:39.211806
Average
Yes
Rarely
House
799
1,186,076
45
Male
30,322
Single
4
Master's
Employed
24.182947
Suburban
Comprehensive
null
17
533
2
2024-04-09 15:21:39.155231
Average
No
Monthly
Condo
31
1,186,077
61
Male
29,894
Divorced
0
High School
null
37.616943
Rural
Basic
null
14
677
3
2020-10-18 15:21:39.185215
Poor
Yes
Rarely
Apartment
2,869
1,186,078
19
Male
29,042
Divorced
0
PhD
Self-Employed
35.327725
Urban
Premium
1
14
589
8
2021-08-02 15:21:39.256696
Average
Yes
Weekly
House
1,146
1,186,079
61
Female
30,641
Single
0
High School
Self-Employed
17.61175
Urban
Basic
null
19
662
5
2022-04-07 15:21:39.250151
Poor
No
Weekly
House
526
1,186,080
52
Male
58,598
Divorced
null
Master's
Unemployed
4.096399
Rural
Comprehensive
1
11
453
5
2020-08-16 15:21:39.115178
Good
Yes
Weekly
Condo
1,004
1,186,081
39
Female
9,768
Divorced
3
High School
null
26.847316
Suburban
Premium
null
14
835
4
2022-02-26 15:21:39.168099
Poor
Yes
Monthly
Condo
743
1,186,082
60
Male
98,148
Divorced
3
Bachelor's
null
16.965198
Rural
Premium
0
17
417
5
2024-07-06 15:21:39.155231
Good
No
Weekly
Apartment
1,004
1,186,083
52
Male
7,086
Single
2
Bachelor's
Unemployed
28.869366
Urban
Premium
null
6
781
5
2020-09-09 15:21:39.245086
Poor
No
Weekly
Apartment
719
1,186,084
31
Male
29,063
Single
2
PhD
Unemployed
12.436624
Suburban
Comprehensive
null
13
774
7
2020-01-13 15:21:39.172097
null
Yes
Weekly
Apartment
2,675
1,186,085
50
Female
1,019
Divorced
4
PhD
null
11.737143
Suburban
Comprehensive
2
8
701
5
2023-05-04 15:21:39.230483
Poor
No
Weekly
Apartment
1,076
1,186,086
58
Male
16,646
Divorced
0
PhD
Employed
51.553973
Urban
Comprehensive
null
12
564
6
2022-03-15 15:21:39.285112
Average
No
Monthly
Condo
35
1,186,087
18
Male
40,794
Married
1
PhD
Employed
null
Suburban
Premium
null
0
533
7
2022-02-18 15:21:39.093681
Average
No
Weekly
House
685
1,186,088
30
Female
44,734
Married
1
Master's
Self-Employed
26.739356
Rural
Basic
null
3
769
9
2022-06-23 15:21:39.155231
Good
Yes
Weekly
House
1,025
1,186,089
27
Female
76,437
Single
3
High School
Self-Employed
52.914622
Urban
Comprehensive
2
8
653
7
2022-01-01 15:21:39.210805
null
No
Daily
Condo
1,673
1,186,090
62
Male
10,182
Divorced
2
Master's
Self-Employed
43.637658
Rural
Basic
2
10
758
8
2021-06-23 15:21:39.095696
Poor
Yes
Rarely
Condo
1,219
1,186,091
38
Male
18,472
Married
null
High School
Unemployed
22.68223
Rural
Premium
1
9
537
9
2020-11-13 15:21:39.092127
Good
No
Monthly
House
823
1,186,092
48
Female
16,082
Single
null
PhD
Self-Employed
46.051031
Urban
Comprehensive
null
5
567
5
2021-10-05 15:21:39.087123
Good
No
Rarely
House
551
1,186,093
45
Female
1,338
Single
null
Master's
Unemployed
27.27045
Urban
Comprehensive
2
5
null
6
2020-08-26 15:21:39.108562
Poor
Yes
Daily
Condo
1,602
1,186,094
21
Female
20,983
Married
0
Master's
Employed
30.835555
Rural
Premium
1
11
402
8
2023-03-27 15:21:39.256696
null
No
Weekly
Condo
688
1,186,095
20
Female
2,864
Single
4
PhD
Employed
46.368381
Rural
Premium
2
14
null
6
2020-07-18 15:21:39.155231
Poor
No
Daily
Condo
2,430
1,186,096
20
Male
28,441
Married
null
High School
Employed
9.594842
Urban
Premium
0
17
531
7
2023-04-01 15:21:39.088124
null
No
Weekly
House
566
1,186,097
60
Female
3,079
Married
4
Master's
Unemployed
null
Urban
Basic
null
7
613
8
2023-06-30 15:21:39.134960
Average
No
Rarely
Condo
593
1,186,098
33
Male
46,215
Married
1
Master's
Unemployed
20.257952
Urban
Comprehensive
0
0
753
6
2022-05-20 15:21:39.091080
Average
No
Weekly
House
1,841
1,186,099
52
Female
14,160
null
null
Master's
Unemployed
13.095928
Rural
Premium
1
12
733
5
2021-05-01 15:21:39.261856
Poor
No
Monthly
House
1,305