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
1,172,000
26
Female
1,679
Married
4
PhD
Self-Employed
10.93858
Rural
Comprehensive
1
5
685
2
2020-02-28 15:21:39.094752
Poor
Yes
Monthly
Apartment
272
1,172,001
55
Male
140,710
Divorced
4
Bachelor's
Unemployed
15.870417
Urban
Premium
null
11
742
5
2022-02-10 15:21:39.272456
Average
No
Monthly
House
210
1,172,002
27
Female
9,281
Single
1
Bachelor's
Employed
10.717807
Urban
Basic
0
6
null
2
2022-03-09 15:21:39.218388
Average
Yes
Rarely
House
857
1,172,003
61
Female
9,069
Single
1
PhD
null
14.878015
Suburban
Basic
0
10
819
2
2023-11-22 15:21:39.202448
Poor
Yes
Rarely
Apartment
2,289
1,172,004
42
Female
8,933
Married
null
PhD
null
20.966503
Suburban
Comprehensive
1
18
780
8
2022-07-30 15:21:39.256696
Good
Yes
Daily
Apartment
663
1,172,005
43
Male
112
Single
1
Bachelor's
Self-Employed
36.794489
Urban
Comprehensive
2
14
393
2
2021-09-03 15:21:39.237118
Poor
No
Monthly
Condo
3,188
1,172,006
49
Female
91,236
Divorced
1
PhD
null
38.744307
Suburban
Basic
0
4
734
2
2023-06-23 15:21:39.191219
Poor
No
Weekly
Apartment
391
1,172,007
52
Female
35
Divorced
2
Master's
Self-Employed
21.928896
Suburban
Premium
null
1
613
9
2022-11-28 15:21:39.134960
Poor
No
Rarely
House
671
1,172,008
23
Female
77,567
Single
0
PhD
Unemployed
38.714035
Rural
Premium
2
15
597
3
2023-07-04 15:21:39.155231
Good
No
Monthly
Condo
365
1,172,009
45
Male
26,456
Divorced
4
Master's
Employed
28.149935
Urban
Comprehensive
null
7
null
2
2019-10-19 15:21:39.221386
Average
Yes
Rarely
House
1,255
1,172,010
63
Female
11,605
Married
4
Master's
null
29.595526
Urban
Premium
1
2
537
1
2022-01-09 15:21:39.134960
Good
Yes
Weekly
Condo
579
1,172,011
22
Male
16,649
Divorced
1
High School
Self-Employed
24.185846
Rural
Comprehensive
0
18
668
5
2022-01-16 15:21:39.151732
null
Yes
Weekly
House
568
1,172,012
38
Male
104,656
Divorced
2
Master's
Self-Employed
16.93965
Rural
Premium
0
8
409
6
2024-03-17 15:21:39.235012
Average
No
Daily
Apartment
3,375
1,172,013
33
Male
35,139
Married
2
PhD
Self-Employed
21.262879
Urban
Basic
0
10
584
2
2023-01-11 15:21:39.237118
Good
No
Rarely
House
1,874
1,172,014
59
Female
23,989
Single
null
Master's
null
21.912984
Suburban
Comprehensive
0
17
571
2
2020-07-17 15:21:39.175719
Poor
No
Rarely
Apartment
467
1,172,015
55
Female
37,962
Divorced
null
PhD
Employed
20.115624
Rural
Premium
null
18
384
1
2022-04-11 15:21:39.121169
Average
Yes
Monthly
Apartment
668
1,172,016
49
Male
96,591
Single
null
High School
Self-Employed
10.30352
Suburban
Premium
2
19
433
2
2024-04-17 15:21:39.237118
Poor
No
Weekly
Apartment
477
1,172,017
32
Female
7,091
Divorced
3
Master's
null
25.914691
Rural
Basic
2
6
795
9
2020-10-31 15:21:39.226954
Good
No
Weekly
House
1,816
1,172,018
18
Female
21,962
Divorced
4
Master's
null
46.887111
Suburban
Comprehensive
null
7
847
7
2022-12-23 15:21:39.102694
Poor
Yes
Monthly
Condo
1,890
1,172,019
33
Female
72,677
Married
null
High School
Self-Employed
20.335914
Urban
Basic
3
10
301
6
2024-04-01 15:21:39.134960
Average
No
Rarely
Apartment
3,277
1,172,020
21
Male
11,018
Divorced
0
Bachelor's
Employed
20.566816
Suburban
Premium
2
3
null
6
2019-10-27 15:21:39.263607
Average
Yes
Daily
Condo
2,542
1,172,021
46
Male
37,605
Single
4
Master's
null
35.892975
Suburban
Basic
2
10
null
5
2021-05-29 15:21:39.148733
Average
No
Monthly
Apartment
1,204
1,172,022
50
Female
25,790
Single
1
Bachelor's
Unemployed
8.018948
Rural
Comprehensive
null
6
548
2
2019-09-15 15:21:39.237118
Good
Yes
Weekly
Apartment
1,736
1,172,023
61
Male
76,906
Married
3
Master's
null
26.585852
Suburban
Premium
null
12
397
4
2021-08-04 15:21:39.194829
Average
Yes
Monthly
House
758
1,172,024
52
Male
27,932
Divorced
3
High School
Unemployed
19.05228
Suburban
Basic
0
8
628
9
2020-02-02 15:21:39.204790
Poor
Yes
Rarely
Apartment
778
1,172,025
23
Female
212
Married
0
High School
Employed
38.615618
Rural
Comprehensive
null
8
414
6
2021-05-31 15:21:39.105504
Poor
No
Weekly
House
947
1,172,026
18
Female
93,720
Married
3
Bachelor's
Self-Employed
12.923746
Rural
Comprehensive
3
17
632
2
2023-05-03 15:21:39.206847
Poor
Yes
Rarely
Condo
20
1,172,027
39
Male
18,297
Single
null
High School
Employed
44.1807
Suburban
Comprehensive
1
7
478
2
2021-08-22 15:21:39.094752
Poor
Yes
Weekly
House
1,511
1,172,028
49
Male
1,313
Single
1
PhD
null
22.849094
Suburban
Basic
2
3
565
7
2023-02-17 15:21:39.245086
Good
Yes
Rarely
Apartment
704
1,172,029
43
Female
13,982
Married
0
Master's
Employed
4.724903
Rural
Comprehensive
null
4
696
3
2022-10-10 15:21:39.134960
Poor
No
Rarely
Apartment
1,253
1,172,030
45
Female
35,498
Single
0
PhD
Self-Employed
49.519916
Rural
Premium
2
14
738
5
2020-06-02 15:21:39.264504
null
No
Daily
House
514
1,172,031
34
Male
17,086
Married
2
PhD
null
25.624687
Urban
Basic
1
8
437
6
2022-03-16 15:21:39.092127
Poor
No
Weekly
Apartment
27
1,172,032
40
Female
46,217
Married
1
Bachelor's
Unemployed
30.355889
Rural
Comprehensive
1
16
634
1
2024-01-12 15:21:39.170099
Poor
Yes
Daily
House
3,510
1,172,033
41
Female
24,359
Divorced
0
PhD
Employed
5.695069
Suburban
Basic
0
9
464
2
2019-11-04 15:21:39.083497
Good
Yes
Daily
Apartment
1,131
1,172,034
28
Male
9,098
Single
1
PhD
Self-Employed
40.029739
Urban
Basic
null
4
null
8
2020-09-13 15:21:39.180553
Good
No
Daily
House
262
1,172,035
57
Female
15,258
Married
0
Master's
Employed
14.242572
Urban
Comprehensive
null
19
null
3
2021-11-23 15:21:39.126661
Average
No
Weekly
Condo
542
1,172,036
55
Male
2,814
Divorced
2
Master's
Employed
26.98108
Rural
Comprehensive
null
4
536
2
2019-11-21 15:21:39.271453
Average
Yes
Monthly
Apartment
1,887
1,172,037
27
Female
100,055
Married
1
High School
Self-Employed
33.813973
Rural
Basic
null
2
null
2
2022-02-24 15:21:39.268507
Average
No
Monthly
House
147
1,172,038
48
Male
26,383
Single
2
Bachelor's
Self-Employed
37.256959
Suburban
Comprehensive
1
6
830
7
2024-07-12 15:21:39.081504
Good
Yes
Daily
House
1,094
1,172,039
21
Male
97,230
Married
1
PhD
null
30.907009
Rural
Comprehensive
1
14
null
7
2022-02-12 15:21:39.116179
Average
Yes
Rarely
Condo
297
1,172,040
49
Female
81,403
Divorced
0
Bachelor's
Employed
45.847254
Rural
Basic
0
14
414
7
2023-09-02 15:21:39.092127
Poor
No
Daily
Condo
779
1,172,041
56
Male
13,861
Single
3
High School
null
41.14116
Urban
Comprehensive
0
6
749
6
2021-03-23 15:21:39.087123
Good
Yes
Rarely
Condo
735
1,172,042
51
Male
4,271
Married
null
High School
Employed
39.802612
Rural
Basic
0
16
445
7
2020-10-06 15:21:39.177724
Poor
No
Weekly
Condo
685
1,172,043
26
Female
8,078
Married
2
High School
Unemployed
39.596822
Rural
Comprehensive
1
17
596
6
2024-01-27 15:21:39.155231
Average
Yes
Daily
Apartment
830
1,172,044
51
Male
94,491
Single
0
Master's
Unemployed
42.68256
Rural
Comprehensive
null
9
305
6
2019-10-12 15:21:39.134960
Good
No
Monthly
Apartment
922
1,172,045
32
Male
16,375
Married
3
Bachelor's
null
41.603366
Urban
Premium
1
3
null
7
2020-07-30 15:21:39.107553
Poor
No
Rarely
House
1,625
1,172,046
29
Male
25,330
Single
0
PhD
Self-Employed
49.639777
Suburban
Basic
null
6
627
4
2020-11-26 15:21:39.273454
Average
No
Weekly
Apartment
762
1,172,047
51
Male
16,310
Single
2
PhD
null
31.938301
Rural
Premium
1
8
848
4
2022-10-05 15:21:39.132191
Good
No
Rarely
Apartment
854
1,172,048
47
Male
38,251
Single
1
Bachelor's
null
44.524879
Urban
Basic
2
5
789
1
2023-01-05 15:21:39.092127
Average
No
Rarely
Apartment
669
1,172,049
58
Female
null
Married
3
High School
Employed
33.290578
Urban
Basic
2
10
null
4
2021-10-27 15:21:39.121169
Poor
No
Monthly
Condo
2,226
1,172,050
42
Male
83,894
Divorced
4
High School
Self-Employed
19.183427
Rural
Comprehensive
2
5
732
5
2022-06-02 15:21:39.146733
Poor
No
Daily
House
21
1,172,051
26
Female
45,956
Married
2
PhD
Self-Employed
6.04928
Urban
Basic
2
18
752
6
2022-04-07 15:21:39.146733
Average
Yes
Daily
House
1,282
1,172,052
52
Male
61,762
Divorced
3
Master's
Employed
20.888618
Urban
Basic
1
1
381
2
2022-07-17 15:21:39.237118
Average
Yes
Monthly
House
1,062
1,172,053
46
Male
43,773
Divorced
4
High School
null
46.771769
Rural
Comprehensive
2
4
565
2
2020-04-16 15:21:39.134960
Average
No
Rarely
Apartment
110
1,172,054
48
Female
6,072
Single
2
High School
Self-Employed
9.017416
Urban
Premium
2
19
434
5
2022-06-16 15:21:39.134960
Average
Yes
Daily
Apartment
1,104
1,172,055
24
Male
15,169
Single
1
PhD
null
14.569414
Urban
Basic
1
9
725
4
2021-09-30 15:21:39.237118
Poor
No
Monthly
Condo
564
1,172,056
42
Female
16,109
Divorced
3
Bachelor's
Employed
19.92336
Urban
Comprehensive
null
12
727
3
2021-01-12 15:21:39.237118
Poor
Yes
Daily
House
582
1,172,057
59
Male
113,625
null
3
PhD
null
27.567398
Suburban
Comprehensive
2
9
703
6
2020-06-25 15:21:39.120168
Poor
Yes
Monthly
Condo
922
1,172,058
30
Male
25,806
Single
0
Bachelor's
null
7.094887
Suburban
Comprehensive
0
0
804
7
2024-02-24 15:21:39.113566
Average
No
Rarely
Apartment
873
1,172,059
47
Male
68,765
Divorced
4
High School
Employed
39.817305
Suburban
Comprehensive
2
16
823
1
2024-05-04 15:21:39.088124
Poor
No
Daily
House
2,675
1,172,060
21
Female
1,334
Divorced
4
Master's
Unemployed
18.817705
Urban
Basic
1
6
823
9
2021-02-01 15:21:39.143708
Average
No
Daily
Condo
2,339
1,172,061
64
Male
23,429
Single
null
Master's
Self-Employed
33.473435
Suburban
Premium
null
13
470
9
2019-12-17 15:21:39.101733
Good
Yes
Rarely
Apartment
2,519
1,172,062
50
Female
23,115
null
null
PhD
Employed
26.966703
Urban
Comprehensive
0
5
838
6
2022-02-14 15:21:39.172097
Average
Yes
Daily
Apartment
278
1,172,063
34
Male
18,716
Divorced
null
Bachelor's
Employed
15.859375
Suburban
Basic
1
19
537
2
2021-09-30 15:21:39.170099
Poor
No
Daily
House
882
1,172,064
28
Male
141,778
Married
4
High School
Self-Employed
12.84365
Suburban
Premium
0
12
411
7
2020-04-16 15:21:39.191219
Good
No
Monthly
Apartment
628
1,172,065
61
Male
44,637
Single
0
Bachelor's
null
13.411629
Rural
Basic
2
1
518
9
2020-05-15 15:21:39.265513
Poor
No
Rarely
Apartment
863
1,172,066
63
Male
2,321
Single
2
Master's
Self-Employed
28.07805
Urban
Basic
1
2
633
1
2022-06-16 15:21:39.107553
Poor
No
Daily
House
2,822
1,172,067
60
Female
4,833
Married
1
PhD
null
30.297536
Rural
Premium
null
17
441
8
2022-06-23 15:21:39.086123
Average
No
Monthly
Apartment
2,687
1,172,068
47
Female
25,773
Divorced
0
High School
Unemployed
15.064407
Urban
Comprehensive
0
18
694
4
2020-11-20 15:21:39.143708
Good
Yes
Weekly
House
587
1,172,069
22
Female
16,697
Single
4
Master's
Self-Employed
6.606675
Urban
Premium
1
8
328
7
2021-05-31 15:21:39.173834
Average
No
Daily
House
772
1,172,070
34
Male
133,596
Single
1
High School
null
24.0014
Urban
Premium
0
5
543
5
2020-06-04 15:21:39.131192
null
No
Weekly
Condo
28
1,172,071
55
Female
111,450
Divorced
3
PhD
Employed
31.49728
Urban
Basic
0
14
309
6
2024-06-25 15:21:39.172097
Good
No
Weekly
House
2,620
1,172,072
20
Female
74,229
Single
4
High School
Self-Employed
32.8686
Rural
Comprehensive
1
17
370
6
2020-07-21 15:21:39.175719
Poor
No
Weekly
Condo
2,427
1,172,073
21
Female
40,485
Divorced
3
PhD
Unemployed
30.633208
Suburban
Comprehensive
1
6
562
9
2021-05-19 15:21:39.233485
Good
No
Weekly
Condo
263
1,172,074
37
Male
44,675
Single
0
Bachelor's
Self-Employed
20.792769
Suburban
Basic
1
19
705
9
2019-09-07 15:21:39.134960
Poor
No
Weekly
House
788
1,172,075
51
Male
100
Single
3
Bachelor's
Self-Employed
25.826181
Urban
Premium
1
4
829
5
2024-03-19 15:21:39.249100
Poor
Yes
Monthly
House
716
1,172,076
32
Female
null
Single
null
High School
Self-Employed
9.951503
Rural
Premium
1
13
798
5
2023-07-12 15:21:39.155231
Average
No
Rarely
Condo
150
1,172,077
31
Female
136,848
Divorced
2
PhD
Self-Employed
24.777738
Urban
Comprehensive
null
11
433
7
2021-09-27 15:21:39.134960
Poor
No
Monthly
Condo
966
1,172,078
24
Female
22,056
Married
4
Bachelor's
Employed
37.651473
Rural
Comprehensive
null
9
449
8
2023-12-27 15:21:39.155231
Good
Yes
Daily
Condo
1,287
1,172,079
42
Male
10,840
Married
3
High School
Unemployed
30.659836
Suburban
Comprehensive
0
9
818
6
2024-07-08 15:21:39.278402
Poor
Yes
Monthly
Apartment
407
1,172,080
36
Female
22,271
Divorced
0
Master's
null
34.011625
Suburban
Comprehensive
2
4
424
3
2023-05-23 15:21:39.106582
Poor
Yes
Daily
Apartment
569
1,172,081
24
Female
13,231
Married
2
High School
null
32.855789
Rural
Premium
0
13
404
4
2022-07-10 15:21:39.126661
Average
Yes
Monthly
Condo
1,213
1,172,082
49
Female
17,097
Single
2
PhD
Self-Employed
35.273133
Rural
Premium
3
9
473
6
2021-04-04 15:21:39.273973
Poor
No
Weekly
Apartment
1,442
1,172,083
39
Male
17,096
Divorced
3
Bachelor's
null
31.838332
Urban
Comprehensive
0
1
473
5
2024-06-25 15:21:39.155231
Good
No
Rarely
Condo
736
1,172,084
20
Male
17,936
Married
3
Master's
Unemployed
28.893013
Suburban
Comprehensive
1
1
null
1
2020-08-10 15:21:39.285112
Poor
No
Weekly
Apartment
578
1,172,085
49
Female
72,543
Single
null
Master's
null
48.797612
Urban
Premium
0
5
446
9
2021-10-13 15:21:39.134960
Poor
Yes
Rarely
House
471
1,172,086
39
Male
9,892
Divorced
null
Master's
Self-Employed
33.381568
Rural
Comprehensive
0
4
694
6
2022-06-13 15:21:39.086123
Average
Yes
Rarely
Condo
963
1,172,087
63
Female
51,402
Single
null
High School
Self-Employed
16.929147
Suburban
Premium
4
19
836
6
2020-11-20 15:21:39.220389
Good
No
Daily
Apartment
2,122
1,172,088
39
Male
62,291
Single
4
High School
Self-Employed
27.441667
Rural
Comprehensive
1
16
302
7
2021-12-01 15:21:39.186212
Good
No
Monthly
Apartment
1,572
1,172,089
54
Male
null
Married
1
Bachelor's
null
18.737894
Suburban
Premium
1
15
null
8
2020-03-25 15:21:39.087123
Good
Yes
Rarely
Apartment
101
1,172,090
55
Male
28,897
Divorced
0
High School
Self-Employed
17.827648
Urban
Premium
1
4
null
6
2022-08-01 15:21:39.155231
Average
Yes
Weekly
House
805
1,172,091
37
Female
37,174
Single
2
PhD
Employed
18.77104
Suburban
Premium
1
19
716
4
2021-12-30 15:21:39.134960
Average
Yes
Rarely
Apartment
150
1,172,092
56
Female
7,770
Single
null
Bachelor's
Employed
21.890205
Suburban
Premium
0
19
null
4
2020-11-28 15:21:39.155231
Good
No
Weekly
House
831
1,172,093
64
Female
24,348
null
0
Master's
Unemployed
19.006449
Rural
Basic
null
12
655
1
2024-06-23 15:21:39.134960
Average
No
Daily
Apartment
41
1,172,094
37
Male
21,253
Married
4
Master's
Self-Employed
29.878326
Rural
Premium
null
8
788
4
2021-04-15 15:21:39.175719
Good
Yes
Daily
Condo
717
1,172,095
64
Female
null
Divorced
null
High School
null
29.827308
Urban
Comprehensive
0
8
334
3
2019-12-02 15:21:39.122134
Average
Yes
Rarely
Condo
588
1,172,096
44
Female
34,950
Married
1
Bachelor's
Employed
39.619945
Rural
Premium
0
18
null
4
2022-06-14 15:21:39.237118
Good
No
Daily
Apartment
1,177
1,172,097
21
Female
11,531
Divorced
4
High School
Self-Employed
8.893628
Rural
Premium
1
16
710
8
2021-05-01 15:21:39.283783
Good
No
Monthly
Apartment
1,183
1,172,098
62
Male
20,229
Married
0
PhD
null
23.818006
Rural
Premium
1
18
null
1
2023-06-22 15:21:39.123711
Average
Yes
Monthly
House
712
1,172,099
46
Male
72,377
Divorced
2
Master's
Employed
21.611479
Urban
Premium
null
17
657
8
2020-08-17 15:21:39.260856
Poor
Yes
Daily
House
298