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
14,000
18
Female
8,967
Single
null
Bachelor's
Employed
13.584358
Suburban
Premium
0
14
652
9
2024-05-09 15:21:39.090124
null
No
Daily
House
673
14,001
43
Male
10,176
Single
3
Master's
Employed
14.272068
Urban
Comprehensive
1
19
739
9
2021-07-07 15:21:39.175719
Good
Yes
Weekly
Condo
646
14,002
26
Female
113,462
Married
1
PhD
null
28.377203
Rural
Premium
3
10
340
7
2020-01-18 15:21:39.183598
Average
Yes
Monthly
Condo
2,038
14,003
47
Male
5,332
Married
0
Bachelor's
Employed
27.629948
Rural
Comprehensive
null
17
704
2
2023-06-04 15:21:39.082499
Average
Yes
Daily
Condo
1,266
14,004
48
Male
12,690
Divorced
1
High School
Unemployed
14.884086
Rural
Comprehensive
2
1
727
8
2024-04-10 15:21:39.107553
Average
No
Rarely
Apartment
44
14,005
58
Male
22,230
Single
2
Master's
null
5.813334
Suburban
Comprehensive
null
4
801
6
2022-11-29 15:21:39.283783
Poor
No
Daily
Apartment
709
14,006
28
Female
38,776
Married
0
PhD
Employed
25.369764
Rural
Comprehensive
3
11
658
2
2021-01-22 15:21:39.155231
Average
Yes
Monthly
House
388
14,007
39
Male
17,043
Divorced
2
Master's
Employed
15.982673
Urban
Premium
0
18
390
3
2024-01-17 15:21:39.134960
Good
No
Daily
Condo
885
14,008
31
Male
6,062
Single
4
PhD
Unemployed
45.766931
Urban
Basic
null
8
557
5
2024-04-06 15:21:39.237118
Good
Yes
Monthly
Condo
499
14,009
30
Female
4,296
Single
4
Master's
Self-Employed
3.688748
Suburban
Premium
null
6
710
1
2023-09-07 15:21:39.089116
Poor
No
Rarely
House
368
14,010
32
Male
6,957
Married
1
Master's
Unemployed
6.083832
Urban
Premium
null
16
null
2
2022-05-27 15:21:39.172097
Average
Yes
Monthly
House
773
14,011
50
Male
149,473
Single
0
Master's
Self-Employed
12.919128
Rural
Basic
3
7
393
8
2021-02-22 15:21:39.181605
Poor
Yes
Rarely
Condo
2,048
14,012
18
Female
21,733
Divorced
null
Bachelor's
Employed
9.895129
Rural
Basic
null
12
393
6
2019-11-24 15:21:39.148733
Average
Yes
Rarely
Condo
547
14,013
21
Male
141,278
Divorced
0
High School
Employed
46.580829
Urban
Basic
0
17
405
2
2022-12-15 15:21:39.271453
Good
Yes
Weekly
Apartment
618
14,014
33
Male
43,785
Married
1
Bachelor's
Unemployed
5.590592
Urban
Comprehensive
5
7
null
7
2022-11-20 15:21:39.267454
Poor
Yes
Rarely
House
317
14,015
44
Female
6,484
Divorced
2
PhD
Employed
25.988369
Urban
Comprehensive
null
17
608
1
2020-02-17 15:21:39.192212
Poor
Yes
Daily
Apartment
442
14,016
61
Female
35,227
Divorced
4
High School
Unemployed
14.170579
Rural
Comprehensive
0
16
751
7
2021-07-08 15:21:39.214388
Poor
Yes
Monthly
House
997
14,017
28
Male
null
Married
1
PhD
Self-Employed
40.879219
Urban
Basic
null
4
486
5
2023-06-21 15:21:39.133866
Poor
Yes
Monthly
Condo
20
14,018
30
Female
40,610
Married
2
High School
Self-Employed
15.164423
Suburban
Comprehensive
2
17
636
4
2020-09-10 15:21:39.274993
Good
Yes
Rarely
Apartment
199
14,019
31
Male
4,942
Single
1
High School
null
24.558319
Urban
Comprehensive
3
6
552
7
2023-07-19 15:21:39.279729
Good
No
Weekly
House
1,263
14,020
18
Female
72,641
Married
2
PhD
Unemployed
38.001385
Suburban
Premium
4
19
400
6
2022-05-14 15:21:39.176717
Average
Yes
Monthly
Condo
2,553
14,021
57
Male
29,892
Married
3
Master's
Employed
35.433675
Rural
Basic
1
7
575
7
2023-05-27 15:21:39.206847
Poor
Yes
Rarely
Condo
635
14,022
44
Male
31,448
Divorced
null
PhD
Unemployed
32.290574
Suburban
Comprehensive
1
4
480
3
2021-09-09 15:21:39.236064
Average
Yes
Daily
Condo
1,225
14,023
46
Male
18,441
Divorced
null
High School
Self-Employed
40.572193
Urban
Premium
null
16
514
1
2019-09-19 15:21:39.155231
Good
No
Rarely
Condo
100
14,024
47
Male
12,061
Married
1
High School
Self-Employed
24.57174
Urban
Basic
1
17
593
4
2022-11-30 15:21:39.204790
Average
No
Rarely
Apartment
481
14,025
57
Female
9,578
Single
null
PhD
Self-Employed
25.16165
Urban
Comprehensive
0
18
556
7
2020-09-30 15:21:39.092127
Average
No
Weekly
Apartment
2,169
14,026
20
Female
1,853
Single
1
Bachelor's
Unemployed
37.848181
Urban
Basic
2
6
711
7
2020-09-01 15:21:39.167099
Average
No
Rarely
Apartment
882
14,027
30
Male
38,255
Single
4
High School
null
17.754967
Urban
Comprehensive
0
14
463
1
2024-05-28 15:21:39.155231
Poor
Yes
Daily
Condo
1,539
14,028
54
Male
31,341
Divorced
3
PhD
null
17.090559
Suburban
Premium
0
3
556
5
2022-04-07 15:21:39.090124
Average
No
Daily
House
2,214
14,029
57
Female
2,561
Divorced
0
PhD
null
12.077463
Urban
Comprehensive
2
11
699
6
2023-08-15 15:21:39.083497
Average
No
Daily
Apartment
1,229
14,030
null
Female
38,480
Divorced
4
High School
Unemployed
40.959607
Rural
Comprehensive
0
2
734
1
2024-01-29 15:21:39.274993
Average
Yes
Monthly
Apartment
662
14,031
34
Male
65,867
Single
1
PhD
Self-Employed
18.647594
Rural
Comprehensive
null
12
476
8
2024-04-10 15:21:39.279729
null
No
Weekly
Condo
1,168
14,032
33
Female
49,076
Single
4
Master's
Employed
7.294815
Urban
Basic
2
10
343
1
2019-12-08 15:21:39.124659
Good
No
Monthly
Apartment
140
14,033
30
Female
3,534
Divorced
3
Master's
Self-Employed
43.396488
Suburban
Premium
null
2
692
4
2022-04-27 15:21:39.276901
Poor
Yes
Rarely
Apartment
1,936
14,034
58
Male
26,881
Single
1
Master's
Unemployed
38.865247
Suburban
Comprehensive
null
15
null
3
2022-02-14 15:21:39.155231
null
No
Weekly
Condo
491
14,035
41
Female
2,733
Single
3
PhD
null
30.396493
Urban
Basic
0
4
591
3
2020-04-26 15:21:39.194829
Poor
No
Weekly
Apartment
2,093
14,036
29
Female
516
Single
1
Bachelor's
Employed
null
Suburban
Premium
0
7
826
4
2021-01-12 15:21:39.084065
Poor
No
Monthly
House
945
14,037
22
Male
15,776
Divorced
1
PhD
Employed
24.794676
Suburban
Comprehensive
1
15
765
7
2022-09-20 15:21:39.252145
Average
Yes
Weekly
House
968
14,038
34
Male
27,539
Single
4
PhD
null
33.908412
Urban
Premium
2
1
759
9
2020-02-27 15:21:39.152732
Poor
Yes
Weekly
Condo
140
14,039
49
Female
40,862
Divorced
null
Bachelor's
Self-Employed
7.251121
Urban
Premium
0
13
null
6
2022-12-23 15:21:39.095696
Average
No
Weekly
House
745
14,040
32
Male
37,551
Divorced
4
PhD
Self-Employed
31.848299
Rural
Comprehensive
0
15
565
9
2022-04-02 15:21:39.146733
Good
Yes
Weekly
Apartment
716
14,041
34
Female
17,069
Single
3
Bachelor's
Unemployed
8.849287
Suburban
Basic
0
5
null
7
2023-08-19 15:21:39.155231
Average
No
Rarely
Condo
545
14,042
27
Female
8,892
Divorced
0
Master's
null
null
Urban
Basic
null
4
null
7
2020-08-03 15:21:39.155231
null
No
Rarely
Condo
827
14,043
41
Female
53,241
Divorced
1
High School
Self-Employed
4.865208
Rural
Basic
1
1
545
2
2024-02-01 15:21:39.202448
Average
Yes
Weekly
Apartment
108
14,044
33
Female
39,731
Single
0
Bachelor's
Self-Employed
22.827235
Rural
Basic
null
4
551
3
2023-10-26 15:21:39.232526
Poor
Yes
Monthly
Apartment
231
14,045
27
Female
26,009
Divorced
2
PhD
Self-Employed
null
Urban
Comprehensive
1
4
761
9
2020-12-15 15:21:39.205850
Good
No
Monthly
Apartment
906
14,046
37
Female
39,751
Married
3
Bachelor's
Self-Employed
42.676714
Urban
Premium
1
16
516
9
2022-06-13 15:21:39.274993
Average
Yes
Rarely
Condo
2,038
14,047
44
Male
8,062
Single
0
Bachelor's
Unemployed
14.973298
Urban
Basic
1
15
601
3
2023-05-01 15:21:39.246098
Poor
Yes
Monthly
Apartment
1,319
14,048
41
Male
45,900
Single
1
High School
null
17.592905
Suburban
Premium
1
8
null
4
2024-02-27 15:21:39.222387
Poor
Yes
Weekly
Apartment
648
14,049
40
Male
16,109
Married
0
PhD
null
49.794632
Suburban
Comprehensive
0
1
751
3
2020-07-25 15:21:39.268507
Poor
No
Weekly
House
794
14,050
50
Female
3,135
Divorced
2
Master's
Unemployed
51.061346
Rural
Basic
null
3
null
3
2024-06-04 15:21:39.273454
null
No
Weekly
House
563
14,051
45
Male
5,938
Married
2
High School
null
null
Urban
Basic
null
15
659
7
2024-02-09 15:21:39.208842
Poor
Yes
Monthly
Condo
24
14,052
22
Female
4,531
Divorced
1
PhD
null
37.85748
Urban
Premium
2
18
593
8
2022-06-22 15:21:39.134960
Average
Yes
Weekly
House
1,037
14,053
27
Female
16,752
null
3
High School
Self-Employed
33.693989
Urban
Basic
null
9
771
8
2019-09-23 15:21:39.186212
Poor
Yes
Daily
Condo
492
14,054
46
Female
11,862
Divorced
3
PhD
Employed
6.675438
Urban
Comprehensive
null
18
717
9
2023-04-15 15:21:39.224915
Good
No
Daily
Condo
1,405
14,055
44
Female
45,664
Single
4
PhD
null
18.844937
Suburban
Basic
3
2
583
7
2021-10-11 15:21:39.134960
Poor
No
Rarely
House
412
14,056
41
Female
28,685
Single
0
Master's
Self-Employed
17.869108
Rural
Basic
0
2
740
3
2024-03-28 15:21:39.199447
Good
No
Monthly
Apartment
1,987
14,057
40
Female
null
Divorced
1
High School
Employed
40.898217
Urban
Comprehensive
null
12
436
3
2021-05-19 15:21:39.282785
Average
Yes
Monthly
Apartment
894
14,058
21
Female
null
Married
3
Bachelor's
Unemployed
36.893043
Rural
Basic
0
7
583
8
2021-08-12 15:21:39.237118
Poor
No
Rarely
Condo
205
14,059
22
Female
53,734
Married
3
Bachelor's
Unemployed
21.601524
Rural
Comprehensive
0
18
401
2
2019-11-06 15:21:39.276901
Average
No
Weekly
House
55
14,060
33
Female
727
Married
3
High School
Self-Employed
null
Suburban
Basic
1
14
679
8
2023-10-11 15:21:39.126661
Good
No
Daily
Apartment
1,654
14,061
54
Male
96,900
Divorced
0
PhD
Self-Employed
39.967193
Urban
Comprehensive
null
5
765
9
2020-11-06 15:21:39.216387
Poor
No
Weekly
Apartment
302
14,062
55
Female
null
Married
4
PhD
Unemployed
24.896488
Rural
Premium
2
9
456
5
2022-02-10 15:21:39.171102
Average
Yes
Weekly
Apartment
1,311
14,063
39
Female
34,374
Married
1
PhD
null
27.566735
Urban
Premium
0
7
709
7
2021-03-26 15:21:39.252145
Average
Yes
Weekly
Apartment
2,436
14,064
33
Female
67,972
Married
null
PhD
Employed
null
Suburban
Basic
2
17
527
4
2023-08-16 15:21:39.196387
Average
No
Daily
Apartment
1,037
14,065
31
Male
35,123
Married
0
Bachelor's
null
35.261415
Urban
Comprehensive
0
6
793
8
2022-02-20 15:21:39.126661
Poor
No
Weekly
Condo
1,637
14,066
18
Male
18,368
Married
3
PhD
null
27.814303
Suburban
Premium
null
1
619
3
2020-03-30 15:21:39.168099
Poor
Yes
Daily
House
2,037
14,067
64
Male
83,399
Divorced
3
PhD
Self-Employed
31.784737
Urban
Premium
1
4
672
8
2023-02-27 15:21:39.192212
Poor
Yes
Monthly
Condo
253
14,068
41
Male
52,370
Married
2
Bachelor's
Unemployed
18.9237
Rural
Premium
null
18
449
8
2023-01-10 15:21:39.182597
Good
No
Weekly
Condo
2,826
14,069
54
Male
17,983
Divorced
4
PhD
Self-Employed
3.423515
Rural
Premium
1
16
678
8
2023-04-30 15:21:39.164044
Good
Yes
Rarely
Apartment
711
14,070
36
Female
142,912
Single
2
PhD
Unemployed
18.711153
Suburban
Comprehensive
2
6
723
2
2023-01-20 15:21:39.237118
Average
No
Weekly
House
397
14,071
44
Male
33,771
Married
3
High School
null
33.838927
Urban
Premium
1
1
682
8
2021-08-08 15:21:39.168099
Poor
No
Daily
Apartment
1,307
14,072
48
Male
10,047
Married
0
Bachelor's
Unemployed
9.85748
Rural
Basic
null
7
792
4
2021-07-18 15:21:39.155231
Good
No
Monthly
Apartment
1,390
14,073
52
Female
9,990
null
3
High School
null
40.121274
Rural
Comprehensive
0
18
440
2
2019-09-19 15:21:39.169102
Good
Yes
Daily
Condo
766
14,074
64
Male
44,128
Divorced
3
Bachelor's
null
46.182303
Urban
Premium
0
8
619
2
2023-03-18 15:21:39.256696
Average
No
Monthly
Apartment
479
14,075
49
Male
9,082
Divorced
3
PhD
Employed
41.095635
Suburban
Premium
null
2
569
4
2021-02-21 15:21:39.155231
Poor
No
Monthly
Condo
1,116
14,076
28
Female
20,223
Divorced
4
PhD
Self-Employed
31.813668
Urban
Basic
1
13
581
7
2023-11-03 15:21:39.155231
Average
Yes
Daily
Apartment
1,031
14,077
31
Male
28,650
Divorced
4
Master's
null
10.948708
Urban
Premium
null
5
599
2
2024-03-08 15:21:39.250151
Poor
No
Weekly
Apartment
1,627
14,078
33
Female
72,280
Divorced
3
Master's
Employed
15.427439
Rural
Basic
1
14
329
6
2021-10-28 15:21:39.134960
Poor
No
Daily
House
40
14,079
35
Male
17,797
Divorced
2
Bachelor's
Employed
35.974764
Suburban
Premium
0
15
729
8
2020-09-17 15:21:39.090124
Poor
Yes
Rarely
House
154
14,080
52
Female
26,200
Single
4
Bachelor's
Self-Employed
6.013055
Urban
Basic
1
1
null
3
2023-05-13 15:21:39.289099
Average
Yes
Rarely
House
616
14,081
63
Male
53,907
Divorced
4
PhD
Self-Employed
46.125897
Urban
Basic
0
8
305
4
2022-04-30 15:21:39.230483
Good
No
Daily
House
979
14,082
31
Male
23,875
Single
0
Bachelor's
Employed
41.606665
Suburban
Premium
null
14
832
7
2020-03-19 15:21:39.186212
Good
Yes
Rarely
House
2,537
14,083
39
Female
119,624
Married
1
Master's
Unemployed
25.261595
Rural
Premium
0
7
361
2
2023-02-02 15:21:39.247098
Average
No
Weekly
Condo
1,184
14,084
46
Male
24,891
Divorced
null
High School
Self-Employed
30.593958
Urban
Comprehensive
null
1
483
6
2022-01-05 15:21:39.237118
Poor
No
Daily
House
678
14,085
33
Male
2,898
Married
1
Master's
Employed
22.918305
Suburban
Basic
1
5
492
6
2023-02-06 15:21:39.250151
Good
Yes
Weekly
Condo
1,476
14,086
50
Female
42,014
Married
2
PhD
null
17.858174
Suburban
Premium
1
1
383
8
2021-10-12 15:21:39.214388
Poor
No
Monthly
Condo
1,277
14,087
63
Female
6,967
Single
0
High School
Self-Employed
21.809616
Suburban
Basic
null
2
810
8
2023-01-17 15:21:39.167099
Average
No
Rarely
Condo
282
14,088
21
Female
14,097
Married
3
Bachelor's
Unemployed
48.148081
Urban
Comprehensive
0
19
556
6
2022-10-16 15:21:39.155231
Average
No
Rarely
Condo
612
14,089
50
Female
40,657
Married
3
PhD
null
21.275302
Urban
Basic
2
0
723
3
2024-08-09 15:21:39.237118
Average
No
Weekly
House
1,369
14,090
27
Male
5,096
Divorced
2
High School
Unemployed
17.067823
Rural
Premium
1
14
573
6
2020-03-09 15:21:39.171102
Average
Yes
Monthly
House
515
14,091
51
Male
37,349
Married
1
Bachelor's
null
22.159788
Suburban
Comprehensive
4
4
515
6
2020-01-26 15:21:39.237118
Good
No
Rarely
House
1,338
14,092
54
Female
28,218
Married
4
PhD
Unemployed
18.879692
Suburban
Basic
null
12
713
7
2021-06-04 15:21:39.082499
Poor
No
Weekly
House
1,287
14,093
32
Female
23,385
Divorced
1
High School
Self-Employed
13.682304
Urban
Basic
1
16
761
9
2021-04-05 15:21:39.134960
Good
No
Monthly
House
1,189
14,094
20
Female
4,431
Single
4
PhD
Employed
45.054127
Suburban
Basic
null
6
543
4
2021-04-05 15:21:39.176717
Good
No
Weekly
House
2,939
14,095
42
Female
38,497
Married
2
High School
Self-Employed
null
Urban
Premium
0
12
null
1
2024-03-13 15:21:39.147735
Good
No
Daily
Condo
861
14,096
59
Male
61,450
Married
4
Master's
Self-Employed
50.879414
Urban
Comprehensive
1
8
622
7
2020-01-04 15:21:39.193945
Poor
No
Daily
House
2,917
14,097
33
Female
null
Married
4
High School
null
21.637742
Urban
Premium
1
3
676
6
2019-11-27 15:21:39.170099
Poor
No
Daily
Apartment
101
14,098
62
Female
25,540
Single
2
Bachelor's
null
14.478422
Rural
Comprehensive
null
10
331
8
2019-11-08 15:21:39.274993
Good
Yes
Weekly
Condo
929
14,099
42
Male
18,061
Divorced
0
Bachelor's
Unemployed
null
Urban
Basic
0
8
null
9
2020-05-01 15:21:39.223901
Poor
No
Daily
Condo
537