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
4,000
45
Male
43,434
Single
2
PhD
null
20.917904
Rural
Basic
null
12
709
7
2023-08-04 15:21:39.230483
Good
No
Monthly
Apartment
25
4,001
47
Male
43,941
Divorced
1
High School
Self-Employed
15.928284
Urban
Basic
1
7
636
8
2020-02-01 15:21:39.282785
Average
No
Weekly
House
1,178
4,002
25
Female
16,730
Divorced
1
High School
Employed
27.4135
Suburban
Basic
2
3
null
7
2023-12-23 15:21:39.087123
Average
Yes
Daily
House
420
4,003
61
Female
20,287
Single
0
High School
Unemployed
20.170732
Urban
Comprehensive
1
3
528
8
2020-04-23 15:21:39.176717
Poor
No
Rarely
House
1,083
4,004
32
Male
null
Single
1
High School
Self-Employed
34.824712
Rural
Comprehensive
null
9
325
1
2024-01-07 15:21:39.152732
Poor
No
Daily
House
909
4,005
54
Female
6,071
Married
2
PhD
Unemployed
17.739247
Suburban
Premium
null
16
579
6
2020-01-04 15:21:39.155231
Average
Yes
Monthly
Condo
887
4,006
33
Male
17,792
Divorced
1
PhD
null
28.977211
Suburban
Comprehensive
null
10
783
5
2023-09-21 15:21:39.209847
Poor
No
Weekly
Condo
183
4,007
56
Female
7,077
Divorced
1
High School
null
15.878258
Urban
Premium
null
17
710
1
2023-10-28 15:21:39.126661
Poor
Yes
Daily
House
1,452
4,008
35
Male
25,152
Single
4
High School
null
25.33722
Rural
Comprehensive
null
18
598
3
2021-03-14 15:21:39.134960
Poor
No
Weekly
House
2,027
4,009
43
Female
33,001
Single
0
High School
Unemployed
19.498475
Urban
Premium
2
4
667
2
2022-02-28 15:21:39.276901
Average
No
Weekly
Apartment
1,806
4,010
63
Male
2,699
Married
2
Bachelor's
Unemployed
49.088998
Urban
Comprehensive
null
6
776
5
2019-12-17 15:21:39.192212
Average
Yes
Weekly
Apartment
2,477
4,011
33
Male
128,800
Divorced
4
PhD
null
25.234004
Suburban
Comprehensive
null
12
340
7
2020-07-28 15:21:39.154008
Average
No
Rarely
Apartment
1,738
4,012
51
Female
14,477
Single
1
Bachelor's
Employed
21.276261
Suburban
Basic
1
7
667
3
2022-08-31 15:21:39.155231
Poor
Yes
Weekly
Apartment
725
4,013
27
Female
131,791
Married
3
PhD
Unemployed
30.284434
Urban
Premium
null
16
452
8
2024-02-06 15:21:39.134960
Poor
Yes
Weekly
Condo
1,270
4,014
49
Female
127,470
Single
3
Master's
Unemployed
21.615216
Urban
Basic
0
3
350
9
2024-03-29 15:21:39.269494
Poor
No
Monthly
Condo
1,279
4,015
26
Female
11,912
Married
3
PhD
Unemployed
42.977145
Suburban
Premium
2
14
814
1
2020-04-13 15:21:39.155231
Average
Yes
Rarely
Apartment
661
4,016
39
Female
23,982
Single
2
PhD
Self-Employed
16.268023
Rural
Premium
1
6
null
6
2022-12-23 15:21:39.111551
Poor
Yes
Weekly
Condo
3,480
4,017
41
Female
45,168
Divorced
3
Bachelor's
Unemployed
13.933459
Rural
Basic
1
1
821
3
2024-03-11 15:21:39.247098
Good
Yes
Daily
Condo
1,023
4,018
50
Female
633
Divorced
0
High School
null
29.672512
Suburban
Comprehensive
1
7
558
3
2020-12-14 15:21:39.175719
null
No
Monthly
Apartment
1,659
4,019
53
Female
28,408
Divorced
2
PhD
null
20.814202
Rural
Premium
null
16
784
2
2021-12-12 15:21:39.208842
Poor
No
Daily
Condo
828
4,020
38
Female
27,903
Married
2
High School
Self-Employed
20.076544
Urban
Premium
null
13
559
2
2021-05-18 15:21:39.251142
Average
Yes
Daily
Condo
1,677
4,021
41
Male
33,247
Married
4
Bachelor's
null
35.163659
Urban
Premium
0
15
702
4
2020-09-18 15:21:39.204790
Average
No
Monthly
House
1,003
4,022
49
Male
11,644
Single
1
High School
null
50.284972
Rural
Basic
3
11
686
3
2024-01-17 15:21:39.149731
Good
Yes
Weekly
House
1,784
4,023
25
Female
36,279
Married
3
Bachelor's
null
24.070174
Suburban
Basic
null
9
532
7
2021-07-03 15:21:39.088124
Good
No
Monthly
Apartment
1,153
4,024
21
Female
3,424
Married
0
High School
Self-Employed
47.455828
Urban
Basic
1
6
496
8
2022-08-24 15:21:39.134960
Poor
No
Monthly
Condo
527
4,025
27
Male
65,387
Married
null
High School
Employed
30.446981
Suburban
Premium
null
19
665
4
2022-08-27 15:21:39.134960
Good
Yes
Weekly
House
226
4,026
21
Male
84,517
Married
2
PhD
null
17.988584
Suburban
Premium
1
0
480
5
2023-03-23 15:21:39.151732
Good
Yes
Monthly
Condo
1,952
4,027
23
Male
30,286
Single
1
PhD
Employed
27.374026
Rural
Premium
2
1
null
2
2021-09-02 15:21:39.224915
Average
No
Weekly
Condo
880
4,028
34
Male
11,595
Married
4
High School
null
18.826106
Urban
Premium
null
11
691
3
2023-05-12 15:21:39.081504
Poor
No
Daily
House
636
4,029
21
Female
36,433
Single
3
PhD
null
10.807218
Rural
Comprehensive
1
5
491
7
2021-01-17 15:21:39.176717
Good
Yes
Daily
Condo
531
4,030
52
Male
82,438
Single
3
Bachelor's
null
39.093389
Urban
Basic
0
3
842
4
2020-05-16 15:21:39.237118
Poor
No
Daily
House
4,042
4,031
42
Male
31,750
Single
4
Bachelor's
Employed
32.811791
Urban
Comprehensive
0
0
624
1
2021-03-22 15:21:39.250151
Average
No
Monthly
Apartment
150
4,032
58
Female
6,855
Single
0
PhD
Self-Employed
50.7497
Suburban
Comprehensive
null
2
751
9
2023-12-27 15:21:39.256696
Poor
Yes
Rarely
House
1,989
4,033
54
Male
null
Single
4
High School
Self-Employed
23.986834
Rural
Premium
null
19
383
6
2019-12-12 15:21:39.155231
Poor
No
Daily
House
115
4,034
45
Male
26,991
Married
4
Bachelor's
Unemployed
22.183324
Suburban
Basic
null
11
698
1
2022-05-21 15:21:39.175719
Good
Yes
Daily
House
2,363
4,035
28
Male
55,765
Married
null
High School
null
11.928369
Suburban
Comprehensive
3
5
509
9
2021-09-28 15:21:39.082499
Good
No
Daily
Apartment
1,881
4,036
43
Female
98,947
Married
0
PhD
null
25.938456
Suburban
Basic
3
15
548
9
2020-09-28 15:21:39.147735
Good
Yes
Daily
Apartment
305
4,037
null
Female
30,863
Divorced
1
PhD
Employed
5.483123
Rural
Premium
null
4
727
1
2024-08-06 15:21:39.091080
Poor
No
Weekly
Condo
587
4,038
null
Male
11,933
Single
0
High School
null
null
Urban
Basic
null
11
null
4
2022-08-21 15:21:39.207847
Poor
Yes
Daily
Condo
638
4,039
53
Male
114,412
Single
3
PhD
Unemployed
null
Urban
Premium
1
4
778
9
2020-04-15 15:21:39.222387
null
Yes
Weekly
Apartment
2,536
4,040
null
Male
11,903
Married
4
High School
null
20.890351
Urban
Basic
null
10
482
6
2024-01-06 15:21:39.155231
Average
No
Daily
House
908
4,041
43
Female
26,889
Married
0
PhD
Self-Employed
37.886061
Suburban
Comprehensive
1
4
832
1
2022-04-08 15:21:39.143708
Poor
No
Rarely
House
1,766
4,042
40
Female
63,313
Single
0
High School
Employed
17.711839
Suburban
Premium
0
18
391
8
2021-08-31 15:21:39.248098
Average
No
Monthly
Condo
907
4,043
57
Male
24,891
Married
4
High School
Self-Employed
46.324816
Suburban
Premium
0
1
551
4
2021-10-21 15:21:39.192212
Poor
No
Weekly
House
1,838
4,044
33
Female
55,272
Single
4
Master's
Self-Employed
48.235074
Suburban
Basic
0
6
383
6
2021-10-19 15:21:39.271453
Poor
No
Monthly
Condo
910
4,045
38
Male
null
Single
3
Master's
Self-Employed
22.649812
Urban
Premium
1
18
326
4
2023-05-19 15:21:39.199447
Average
Yes
Rarely
House
1,537
4,046
30
Female
35
Single
1
Master's
Unemployed
45.958135
Urban
Comprehensive
0
11
627
6
2019-12-02 15:21:39.261856
Poor
No
Monthly
Condo
3,360
4,047
49
Male
9,073
Divorced
4
Bachelor's
Employed
16.24643
Urban
Premium
1
8
598
2
2022-01-09 15:21:39.237118
Good
No
Monthly
Condo
72
4,048
61
Male
23,865
Single
3
Master's
Self-Employed
15.73549
Urban
Premium
0
8
379
4
2022-10-03 15:21:39.245086
Poor
Yes
Daily
House
1,195
4,049
18
Male
36,504
Divorced
1
Bachelor's
Unemployed
32.160878
Urban
Comprehensive
1
8
470
9
2024-03-20 15:21:39.107553
Good
No
Daily
Apartment
1,867
4,050
49
Female
44,959
Single
1
High School
null
20.142571
Rural
Comprehensive
null
16
787
9
2022-05-14 15:21:39.247098
Average
No
Weekly
House
1,605
4,051
20
Male
16,752
Divorced
null
PhD
Unemployed
15.726638
Urban
Premium
2
16
467
8
2022-07-29 15:21:39.190215
Average
Yes
Monthly
Apartment
537
4,052
18
Male
64,855
Single
3
High School
Unemployed
15.075923
Urban
Comprehensive
1
11
660
9
2023-09-24 15:21:39.265513
Average
No
Rarely
House
322
4,053
53
Male
26,981
Married
3
High School
Employed
26.512775
Urban
Comprehensive
1
7
696
8
2022-03-22 15:21:39.155231
Average
No
Weekly
House
1,584
4,054
45
Male
10,144
Single
1
Bachelor's
Self-Employed
24.823999
Urban
Comprehensive
0
2
578
9
2019-12-10 15:21:39.237118
Average
Yes
Rarely
House
24
4,055
57
Male
7,530
Divorced
3
Bachelor's
null
17.918677
Rural
Premium
1
8
814
9
2022-04-19 15:21:39.215386
Average
Yes
Weekly
Condo
1,788
4,056
19
Male
59,929
Divorced
2
Master's
Self-Employed
51.611804
Rural
Comprehensive
0
2
682
9
2021-07-04 15:21:39.134960
Average
Yes
Weekly
Condo
1,797
4,057
53
Male
16,084
Married
4
PhD
Employed
24.735162
Suburban
Basic
1
5
438
2
2021-10-31 15:21:39.134960
Good
Yes
Weekly
House
562
4,058
35
Male
38,222
Divorced
4
High School
null
7.888439
Rural
Premium
1
16
null
6
2023-07-21 15:21:39.098696
Good
Yes
Rarely
Apartment
814
4,059
39
Male
9,076
Divorced
2
PhD
Self-Employed
11.935288
Rural
Comprehensive
1
2
613
8
2020-05-20 15:21:39.134960
Average
No
Monthly
Apartment
597
4,060
24
Male
54,910
Married
1
Bachelor's
Employed
13.846112
Rural
Comprehensive
null
6
403
3
2020-04-22 15:21:39.134960
Poor
Yes
Daily
Condo
1,801
4,061
33
Male
43,826
Divorced
null
Bachelor's
Employed
41.078961
Suburban
Premium
3
0
461
1
2021-08-24 15:21:39.154008
Poor
No
Monthly
Condo
461
4,062
26
Female
1,786
Married
3
PhD
Employed
40.611574
Suburban
Premium
1
19
561
9
2022-03-12 15:21:39.155231
null
Yes
Rarely
Apartment
1,518
4,063
38
Female
40,881
Divorced
4
PhD
null
23.206519
Urban
Premium
0
1
673
3
2022-08-07 15:21:39.271453
Good
Yes
Monthly
Condo
1,391
4,064
32
Male
69,599
null
null
PhD
Employed
15.764229
Suburban
Premium
0
5
725
8
2023-09-17 15:21:39.129190
Poor
No
Weekly
House
266
4,065
34
Female
61,828
Divorced
null
Master's
Employed
31.706477
Suburban
Premium
1
7
422
1
2023-09-28 15:21:39.085129
Average
Yes
Rarely
House
872
4,066
26
Male
11,145
Divorced
1
Master's
Employed
null
Urban
Basic
null
11
null
9
2023-08-14 15:21:39.107553
Poor
Yes
Monthly
Condo
816
4,067
31
Male
20,045
Married
0
Bachelor's
Unemployed
11.483021
Rural
Comprehensive
null
9
656
5
2021-06-26 15:21:39.087123
Good
No
Rarely
House
671
4,068
30
Female
143,821
Single
4
Bachelor's
Employed
23.534986
Rural
Basic
0
5
483
6
2019-10-13 15:21:39.155231
Poor
No
Weekly
House
1,844
4,069
24
Female
113,815
Married
0
PhD
Employed
12.7071
Rural
Premium
null
5
472
3
2023-05-31 15:21:39.079128
null
Yes
Weekly
House
1,705
4,070
48
Male
13,962
Married
1
Bachelor's
Unemployed
3.074926
Rural
Premium
0
2
723
5
2023-07-25 15:21:39.155231
Good
No
Weekly
House
573
4,071
63
Female
60,534
Married
1
Bachelor's
Unemployed
18.769707
Suburban
Comprehensive
null
15
333
6
2019-10-18 15:21:39.124659
Good
No
Weekly
Condo
3,031
4,072
39
Female
73,208
Divorced
4
Bachelor's
null
18.233464
Rural
Comprehensive
1
2
673
9
2024-04-25 15:21:39.285112
Average
Yes
Weekly
Condo
183
4,073
60
Male
39,858
Married
4
Master's
Unemployed
21.440157
Urban
Premium
null
3
497
6
2020-10-31 15:21:39.155231
Good
Yes
Monthly
House
438
4,074
25
Male
1,268
Divorced
3
PhD
null
null
Urban
Premium
2
18
694
4
2019-11-13 15:21:39.110557
Good
Yes
Monthly
House
1,113
4,075
24
Female
11,923
Married
3
Bachelor's
Employed
6.71926
Urban
Comprehensive
1
12
451
7
2022-12-13 15:21:39.209847
Good
No
Daily
Apartment
434
4,076
53
Female
40,488
Single
1
High School
null
15.966193
Suburban
Premium
1
3
745
6
2022-08-11 15:21:39.092127
Good
No
Monthly
Condo
3,265
4,077
58
Female
72,820
Single
4
High School
null
47.503898
Rural
Premium
1
17
414
3
2022-06-25 15:21:39.226954
Average
No
Daily
Apartment
1,336
4,078
52
Female
810
Divorced
0
High School
Unemployed
null
Urban
Comprehensive
1
4
null
8
2021-04-22 15:21:39.176717
Average
Yes
Monthly
Apartment
24
4,079
32
Male
29,069
Single
0
Master's
Self-Employed
32.944199
Rural
Comprehensive
1
13
null
9
2019-08-27 15:21:39.193945
Poor
Yes
Weekly
Apartment
1,229
4,080
56
Female
643
Divorced
0
PhD
Unemployed
19.206953
Suburban
Premium
0
8
378
5
2023-05-11 15:21:39.169102
Good
No
Weekly
Condo
3,501
4,081
55
Female
103,561
Divorced
1
Master's
Unemployed
49.085666
Rural
Comprehensive
1
3
698
4
2021-05-28 15:21:39.155231
Average
Yes
Monthly
Condo
4,536
4,082
44
Male
31,313
Married
0
High School
Unemployed
26.955478
Urban
Comprehensive
null
1
null
5
2023-07-01 15:21:39.102694
Poor
No
Weekly
Condo
394
4,083
35
Female
null
Divorced
4
High School
null
13.142946
Suburban
Premium
0
19
783
7
2023-06-19 15:21:39.167099
Average
No
Weekly
House
86
4,084
46
Female
17,561
Single
null
PhD
Self-Employed
30.838218
Suburban
Premium
0
2
685
1
2024-05-25 15:21:39.237118
Average
No
Rarely
Apartment
1,811
4,085
32
Male
139,826
Married
1
High School
Self-Employed
28.46082
Suburban
Comprehensive
null
15
440
9
2020-05-22 15:21:39.264504
Good
No
Daily
House
2,447
4,086
48
Male
25,894
Single
4
Bachelor's
null
26.539157
Rural
Comprehensive
null
9
729
8
2020-09-17 15:21:39.282785
Good
No
Rarely
Apartment
1,225
4,087
30
Male
6,383
Single
4
High School
Self-Employed
27.925919
Suburban
Premium
0
1
571
4
2021-08-31 15:21:39.200452
Poor
No
Monthly
Condo
100
4,088
29
Female
72,880
Married
4
Master's
Self-Employed
15.569464
Suburban
Comprehensive
0
12
584
6
2021-11-21 15:21:39.194829
null
Yes
Monthly
Apartment
2,092
4,089
46
Male
15,123
Married
2
Bachelor's
null
null
Rural
Comprehensive
null
8
661
7
2024-07-30 15:21:39.090124
Average
No
Weekly
Apartment
1,206
4,090
22
Female
7,073
Single
0
Bachelor's
null
null
Rural
Premium
0
11
575
3
2021-04-28 15:21:39.084065
Average
Yes
Rarely
Apartment
688
4,091
47
Male
26,153
Divorced
2
Bachelor's
Self-Employed
31.993998
Rural
Comprehensive
2
10
423
9
2023-03-01 15:21:39.198406
Poor
Yes
Rarely
Condo
1,205
4,092
47
Female
1,560
Divorced
null
High School
Unemployed
null
Suburban
Premium
0
9
590
1
2022-08-23 15:21:39.271453
Good
No
Weekly
Apartment
648
4,093
29
Male
30,991
Single
4
PhD
null
48.935401
Rural
Basic
0
4
441
6
2020-06-05 15:21:39.206847
Average
Yes
Rarely
House
1,403
4,094
50
Female
20,360
Divorced
4
Bachelor's
Unemployed
26.656638
Rural
Comprehensive
2
8
null
8
2023-09-06 15:21:39.204790
Poor
Yes
Daily
Apartment
661
4,095
60
Male
38,609
Divorced
2
Master's
Employed
38.939215
Urban
Premium
1
15
638
2
2022-11-11 15:21:39.181605
Poor
Yes
Rarely
Condo
843
4,096
29
Female
23,644
Divorced
4
PhD
null
50.297582
Rural
Premium
0
2
774
8
2022-09-19 15:21:39.215386
Poor
Yes
Monthly
Condo
791
4,097
37
Male
27,863
Single
0
PhD
Employed
26.890755
Suburban
Premium
1
13
598
1
2021-04-24 15:21:39.176717
Good
Yes
Weekly
Apartment
1,086
4,098
32
Female
23,998
Single
4
Bachelor's
Unemployed
43.271186
Rural
Basic
0
16
486
7
2021-06-16 15:21:39.279729
Good
No
Weekly
House
101
4,099
37
Male
53,692
Married
2
High School
Self-Employed
34.95589
Urban
Premium
2
3
515
5
2024-06-04 15:21:39.193945
Good
No
Rarely
Apartment
1,885