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
54,000
54
Female
102,369
null
0
Bachelor's
null
32.085865
Urban
Premium
0
2
607
3
2020-07-30 15:21:39.096739
Average
Yes
Rarely
Condo
29
54,001
54
Male
24,108
Divorced
null
High School
null
22.907954
Urban
Premium
null
14
725
9
2024-03-31 15:21:39.101733
Poor
Yes
Monthly
Condo
1,592
54,002
63
Female
40,777
Married
2
PhD
Unemployed
33.943168
Urban
Premium
1
9
516
5
2020-04-08 15:21:39.256696
Poor
Yes
Weekly
Condo
861
54,003
62
Female
18,114
Married
3
Bachelor's
null
28.755908
Rural
Premium
4
18
625
9
2022-09-11 15:21:39.237118
Good
Yes
Rarely
Condo
553
54,004
22
Male
25,573
Single
2
PhD
null
37.704896
Urban
Premium
1
12
744
8
2023-02-21 15:21:39.146733
Poor
Yes
Rarely
Apartment
552
54,005
20
Male
11,570
Single
null
Master's
Unemployed
18.084192
Rural
Basic
null
8
472
9
2024-05-26 15:21:39.155231
Poor
Yes
Daily
Condo
1,401
54,006
63
Female
13,112
Single
4
High School
Self-Employed
25.823716
Suburban
Comprehensive
0
7
725
5
2021-01-25 15:21:39.123711
Poor
No
Daily
Condo
729
54,007
45
Male
15,199
Married
4
Bachelor's
null
20.226533
Rural
Basic
1
17
551
9
2023-01-30 15:21:39.146733
Poor
No
Weekly
House
483
54,008
28
Male
5,913
null
0
High School
Employed
14.60895
Urban
Basic
2
1
783
5
2021-03-08 15:21:39.090124
Good
Yes
Daily
Condo
579
54,009
26
Male
28,332
Single
0
High School
Unemployed
25.653329
Urban
Premium
null
5
790
9
2019-10-13 15:21:39.087123
Poor
No
Monthly
Apartment
1,178
54,010
40
Female
17,086
Divorced
null
High School
Employed
46.569216
Urban
Comprehensive
null
8
531
1
2021-04-21 15:21:39.220389
Good
Yes
Rarely
House
2,063
54,011
45
Male
628
Married
3
Master's
Self-Employed
33.812987
Suburban
Basic
null
8
null
3
2023-01-16 15:21:39.116179
Average
No
Daily
House
3,061
54,012
34
Female
null
Single
3
Master's
Self-Employed
7.906187
Urban
Comprehensive
1
12
382
2
2019-10-27 15:21:39.155231
Good
No
Daily
Condo
236
54,013
52
Male
29,502
Married
1
Bachelor's
null
19.147087
Suburban
Basic
null
15
null
2
2024-08-08 15:21:39.179186
Good
No
Weekly
Apartment
2,357
54,014
20
Male
123,510
Single
1
PhD
Unemployed
5.256718
Rural
Basic
0
10
436
7
2019-10-31 15:21:39.134960
Poor
Yes
Weekly
House
1,330
54,015
35
Male
18,051
Divorced
3
Bachelor's
Unemployed
30.854808
Urban
Comprehensive
0
13
493
1
2020-10-05 15:21:39.183598
Average
No
Monthly
House
1,121
54,016
51
Female
29,812
Single
1
Bachelor's
Employed
39.93691
Suburban
Comprehensive
null
4
407
7
2022-09-11 15:21:39.181605
Poor
No
Daily
House
940
54,017
36
Female
2,480
Married
0
High School
null
37.086538
Suburban
Premium
1
17
469
8
2022-01-26 15:21:39.098696
Poor
No
Weekly
Condo
1,846
54,018
23
Female
44,709
Married
3
Bachelor's
Unemployed
23.403562
Suburban
Comprehensive
0
17
756
8
2020-01-10 15:21:39.191219
Poor
Yes
Monthly
Condo
952
54,019
25
Male
4,894
Single
1
Master's
Unemployed
28.46888
Rural
Comprehensive
3
19
810
6
2020-09-04 15:21:39.214388
Poor
Yes
Weekly
Apartment
537
54,020
51
Female
26,892
Single
2
Bachelor's
Unemployed
22.792007
Urban
Basic
3
14
771
1
2023-03-06 15:21:39.088124
Good
Yes
Rarely
Apartment
2,034
54,021
50
Male
30,663
Single
2
High School
Employed
15.881609
Urban
Basic
null
18
478
6
2024-05-27 15:21:39.290098
Good
No
Monthly
House
1,233
54,022
61
Female
16,056
Married
2
Bachelor's
null
null
Suburban
Comprehensive
null
13
607
6
2023-06-14 15:21:39.247098
Good
No
Daily
Apartment
1,404
54,023
53
Female
96,985
Single
0
PhD
null
28.078896
Urban
Basic
1
16
303
1
2021-01-30 15:21:39.194829
Poor
No
Weekly
House
3,425
54,024
56
Male
4,069
Married
1
PhD
Self-Employed
20.977706
Suburban
Premium
null
6
646
5
2020-06-20 15:21:39.228521
null
Yes
Daily
Apartment
2,557
54,025
51
Female
43,476
Single
1
Master's
null
31.89395
Suburban
Basic
0
11
null
1
2021-10-19 15:21:39.177724
Good
Yes
Rarely
House
1,156
54,026
29
Female
25,791
Married
3
Master's
Unemployed
42.130125
Rural
Comprehensive
null
0
743
9
2022-03-18 15:21:39.152732
Average
No
Monthly
House
1,420
54,027
38
Male
86,843
Married
0
Bachelor's
Employed
null
Rural
Comprehensive
null
2
477
5
2022-03-22 15:21:39.134960
Average
No
Daily
Apartment
736
54,028
39
Female
35,198
Single
2
PhD
Employed
null
Urban
Premium
0
18
476
7
2022-10-23 15:21:39.155231
null
No
Daily
House
545
54,029
19
Female
14,079
Single
1
Bachelor's
Unemployed
10.839666
Suburban
Comprehensive
1
3
719
6
2024-05-30 15:21:39.279729
Good
No
Daily
House
688
54,030
44
Male
4,758
Single
2
Bachelor's
Employed
37.362964
Suburban
Basic
0
17
843
5
2021-06-12 15:21:39.109552
Average
No
Monthly
House
1,869
54,031
62
Female
6,072
Divorced
3
PhD
Self-Employed
15.534759
Rural
Comprehensive
0
0
738
2
2021-02-26 15:21:39.285112
Average
Yes
Rarely
Apartment
563
54,032
45
Male
3,243
Single
1
PhD
Self-Employed
40.834183
Rural
Basic
0
5
829
3
2019-09-27 15:21:39.155231
Poor
Yes
Monthly
House
2,230
54,033
36
Male
23,146
Single
0
Bachelor's
Self-Employed
22.845207
Rural
Comprehensive
2
19
555
8
2020-01-07 15:21:39.279729
Good
No
Daily
Apartment
583
54,034
26
Female
28,728
Married
0
PhD
Unemployed
11.788267
Urban
Basic
1
14
434
3
2022-08-11 15:21:39.237118
Good
No
Daily
Condo
1,558
54,035
44
Female
58,421
Married
4
Bachelor's
null
null
Rural
Basic
0
0
468
7
2024-06-09 15:21:39.246098
Average
No
Daily
Apartment
1,162
54,036
28
Female
58,792
Divorced
1
Master's
null
14.410567
Suburban
Basic
1
18
822
5
2024-04-16 15:21:39.168099
Average
No
Monthly
Apartment
195
54,037
42
Male
null
Single
1
PhD
Employed
8.283936
Rural
Comprehensive
null
19
406
7
2023-10-01 15:21:39.155231
Average
Yes
Weekly
House
3,180
54,038
30
Female
4,906
Married
4
Bachelor's
null
42.890519
Urban
Basic
0
11
532
9
2022-05-07 15:21:39.134960
Average
Yes
Daily
Apartment
2,142
54,039
39
Male
948
Single
null
PhD
Employed
null
Suburban
Premium
0
17
567
1
2021-07-30 15:21:39.237118
Average
Yes
Rarely
House
1,269
54,040
36
Male
27,773
Married
3
Master's
null
17.967482
Urban
Basic
2
18
638
7
2020-01-19 15:21:39.122134
Average
Yes
Daily
House
826
54,041
32
Female
33,125
Divorced
0
Master's
Unemployed
26.660639
Rural
Premium
0
0
573
7
2019-09-14 15:21:39.085129
Average
No
Daily
Apartment
2,145
54,042
51
Female
35,258
Single
4
Master's
Self-Employed
45.069723
Rural
Premium
1
17
754
9
2020-07-14 15:21:39.266452
null
No
Rarely
Apartment
638
54,043
48
Female
27,320
Single
null
Bachelor's
null
26.692715
Urban
Premium
3
15
667
9
2019-10-10 15:21:39.093681
Good
No
Rarely
House
198
54,044
33
Female
2,941
Single
4
Bachelor's
null
39.753528
Suburban
Comprehensive
0
19
326
4
2023-03-30 15:21:39.102694
Average
Yes
Weekly
Apartment
1,844
54,045
26
Male
29,098
Single
3
Master's
Employed
52.666563
Suburban
Premium
1
15
466
7
2024-08-04 15:21:39.223390
Average
Yes
Daily
Apartment
562
54,046
42
Male
6,976
Married
3
PhD
null
24.668551
Urban
Comprehensive
1
3
null
1
2024-07-24 15:21:39.185215
Good
No
Daily
House
2,385
54,047
25
Male
null
Married
4
PhD
Unemployed
18.366005
Urban
Premium
null
10
303
7
2020-09-23 15:21:39.105504
Average
Yes
Daily
House
591
54,048
59
Female
515
Single
4
Bachelor's
Unemployed
null
Urban
Comprehensive
null
5
523
1
2022-05-27 15:21:39.271453
Good
No
Weekly
House
981
54,049
26
Female
28,369
Divorced
0
Master's
null
16.636714
Urban
Basic
null
1
459
3
2020-08-31 15:21:39.285112
Average
No
Weekly
House
1,033
54,050
47
Female
null
Divorced
1
PhD
null
24.848359
Rural
Premium
0
12
828
4
2023-06-02 15:21:39.106582
Good
No
Weekly
Condo
331
54,051
25
Male
24,997
Divorced
0
PhD
Unemployed
51.791401
Urban
Basic
1
5
696
9
2023-12-12 15:21:39.155231
Average
No
Rarely
Condo
1,205
54,052
37
Female
93,668
Married
4
Master's
Unemployed
16.646946
Rural
Premium
2
4
719
4
2024-06-08 15:21:39.101733
Good
No
Rarely
Apartment
4,723
54,053
61
Male
18,116
Divorced
4
PhD
Unemployed
37.293364
Rural
Premium
null
16
803
3
2022-01-29 15:21:39.213373
Average
Yes
Monthly
Condo
778
54,054
43
Male
68,430
Married
4
High School
Employed
41.836972
Urban
Basic
0
6
417
7
2021-11-24 15:21:39.221386
Average
No
Weekly
Condo
692
54,055
40
Female
71,792
Single
null
High School
Employed
22.441403
Urban
Basic
2
2
380
9
2021-07-27 15:21:39.248098
Good
No
Monthly
Apartment
827
54,056
21
Male
2,888
Divorced
null
High School
Employed
null
Suburban
Comprehensive
null
8
661
4
2020-09-19 15:21:39.085129
Good
Yes
Rarely
Condo
1,431
54,057
64
Female
15,897
Married
4
Master's
Employed
14.588756
Urban
Premium
null
13
812
5
2023-06-22 15:21:39.119168
Poor
Yes
Weekly
House
532
54,058
33
Male
35,484
Married
0
High School
null
39.29954
Suburban
Comprehensive
1
10
654
4
2022-08-17 15:21:39.167099
Good
Yes
Weekly
House
549
54,059
50
Female
2,598
Divorced
null
Bachelor's
Unemployed
9.760435
Rural
Basic
0
16
745
8
2023-10-13 15:21:39.085129
Good
No
Weekly
Condo
2,440
54,060
49
Female
38,207
Married
2
PhD
Employed
24.619315
Suburban
Premium
null
6
674
3
2023-04-21 15:21:39.155231
Good
Yes
Monthly
Condo
1,330
54,061
62
Male
null
Divorced
4
Master's
null
42.050127
Suburban
Comprehensive
2
13
436
7
2024-07-06 15:21:39.237118
Average
Yes
Monthly
Condo
788
54,062
52
Male
26,121
Married
3
Bachelor's
Employed
39.133514
Urban
Premium
1
16
654
8
2019-09-15 15:21:39.246098
Good
Yes
Weekly
Condo
902
54,063
62
Male
56,466
Married
2
Master's
Self-Employed
21.559516
Rural
Comprehensive
2
16
446
2
2022-02-19 15:21:39.107553
Poor
No
Weekly
Condo
717
54,064
53
Male
74,495
Single
1
Master's
Employed
49.039441
Rural
Comprehensive
3
0
628
3
2021-04-05 15:21:39.193945
Good
No
Rarely
Condo
2,065
54,065
47
Female
46,880
Divorced
3
Bachelor's
Self-Employed
10.822179
Urban
Premium
0
15
712
6
2022-08-24 15:21:39.155231
Good
No
Monthly
House
50
54,066
44
Male
8,881
Divorced
3
PhD
Self-Employed
11.856758
Urban
Basic
null
7
504
6
2021-08-14 15:21:39.085129
Poor
No
Monthly
House
616
54,067
25
Female
3,879
Single
4
Bachelor's
Self-Employed
22.38945
Urban
Premium
2
11
716
5
2020-09-08 15:21:39.201446
Average
No
Weekly
Apartment
1,811
54,068
62
Female
19,768
Divorced
1
Master's
Employed
12.83651
Urban
Basic
1
19
602
7
2024-01-21 15:21:39.171102
null
Yes
Daily
Condo
1,953
54,069
55
Female
116,219
Single
2
Bachelor's
Unemployed
30.688514
Urban
Comprehensive
0
4
391
6
2023-08-15 15:21:39.122134
Average
No
Rarely
House
799
54,070
19
Male
50,633
Married
0
High School
Employed
40.991559
Rural
Comprehensive
4
7
411
5
2022-10-14 15:21:39.250151
Poor
No
Weekly
Condo
1,361
54,071
38
Male
6,543
Married
1
PhD
Unemployed
35.441055
Rural
Basic
null
14
null
8
2019-08-23 15:21:39.185215
Average
No
Daily
House
487
54,072
44
Male
89,878
Single
1
Master's
null
19.137748
Urban
Comprehensive
0
10
732
3
2019-09-17 15:21:39.087123
Poor
No
Rarely
Condo
2,188
54,073
58
Male
29,102
Married
2
PhD
null
14.879507
Urban
Premium
null
17
624
2
2020-10-09 15:21:39.126661
Poor
Yes
Daily
Apartment
967
54,074
32
Female
85,519
Divorced
4
Bachelor's
Unemployed
19.973954
Rural
Comprehensive
null
18
454
7
2024-02-27 15:21:39.092127
Poor
Yes
Weekly
Apartment
377
54,075
64
Female
48,172
Single
4
Bachelor's
null
null
Suburban
Premium
2
1
388
2
2021-09-14 15:21:39.152732
Poor
No
Daily
Apartment
933
54,076
23
Male
39,764
Married
4
Master's
null
35.11595
Urban
Basic
0
4
497
8
2021-05-15 15:21:39.087123
Average
No
Weekly
Condo
1,130
54,077
35
Male
26,861
Divorced
3
High School
null
23.583604
Urban
Premium
null
5
745
9
2022-08-18 15:21:39.146733
Average
Yes
Monthly
Condo
556
54,078
18
Female
2,881
Divorced
4
High School
Self-Employed
34.983997
Suburban
Basic
null
11
478
7
2023-11-05 15:21:39.172097
Average
Yes
Weekly
Condo
2,005
54,079
31
Male
23,757
Married
1
Bachelor's
null
35.584384
Urban
Comprehensive
1
17
475
5
2023-02-17 15:21:39.221386
Average
Yes
Rarely
Condo
1,616
54,080
46
Male
null
Single
2
PhD
Self-Employed
null
Urban
Comprehensive
3
11
835
6
2020-03-05 15:21:39.155231
Average
Yes
Monthly
Apartment
473
54,081
59
Female
2,879
Single
2
High School
Self-Employed
22.890751
Rural
Premium
4
4
602
9
2024-02-23 15:21:39.208842
Average
No
Weekly
Condo
612
54,082
36
Male
6,641
Single
2
Bachelor's
Unemployed
17.974234
Suburban
Comprehensive
null
11
386
9
2022-11-01 15:21:39.116179
Good
Yes
Monthly
House
896
54,083
31
Male
7,983
Single
null
High School
Self-Employed
20.472446
Suburban
Basic
2
3
723
3
2020-12-10 15:21:39.206847
Good
No
Monthly
Apartment
1,114
54,084
44
Male
44,988
Married
4
High School
Self-Employed
11.040511
Suburban
Premium
null
13
502
6
2020-02-02 15:21:39.121169
Good
Yes
Daily
House
1,498
54,085
52
Female
2,480
Single
4
PhD
Self-Employed
30.6811
Rural
Premium
null
12
463
4
2024-03-22 15:21:39.123711
Good
Yes
Rarely
Condo
3,437
54,086
60
Male
2,399
Divorced
2
Bachelor's
Self-Employed
35.959363
Urban
Comprehensive
null
15
469
1
2019-11-01 15:21:39.274993
Poor
No
Weekly
Condo
656
54,087
20
Female
6,425
Divorced
4
Bachelor's
null
38.940905
Rural
Comprehensive
1
3
795
8
2021-02-09 15:21:39.154008
Average
No
Daily
Condo
2,349
54,088
57
Male
43,839
Single
1
Master's
Unemployed
12.813784
Rural
Basic
null
15
729
6
2022-06-18 15:21:39.194829
Good
No
Daily
Apartment
1,004
54,089
45
Female
3,894
null
4
High School
Self-Employed
26.643511
Suburban
Basic
0
7
657
9
2022-09-29 15:21:39.176717
Good
Yes
Monthly
House
609
54,090
28
Female
11,748
Divorced
0
PhD
null
17.097976
Urban
Comprehensive
0
10
518
3
2023-04-24 15:21:39.254678
Poor
No
Daily
Condo
45
54,091
61
Male
22,384
Single
2
Bachelor's
Employed
28.784412
Rural
Comprehensive
0
14
761
3
2020-08-02 15:21:39.219432
Poor
No
Weekly
Condo
1,277
54,092
45
Male
535
Married
2
PhD
Self-Employed
19.69399
Rural
Basic
1
4
767
4
2024-05-13 15:21:39.126661
Average
No
Daily
Apartment
2,405
54,093
37
Male
14,981
null
2
High School
Unemployed
40.959203
Urban
Comprehensive
0
15
532
3
2020-09-05 15:21:39.189223
null
Yes
Weekly
House
706
54,094
32
Female
4,747
Divorced
null
High School
Employed
8.676987
Suburban
Premium
null
9
786
2
2020-01-06 15:21:39.155231
Average
No
Daily
Condo
100
54,095
38
Male
91,766
Married
0
Master's
Unemployed
48.419439
Rural
Premium
0
19
478
1
2024-02-06 15:21:39.134960
Average
No
Rarely
House
403
54,096
52
Male
4,907
Married
4
High School
Employed
15.865367
Suburban
Premium
null
0
579
9
2024-01-17 15:21:39.225916
Good
Yes
Weekly
Apartment
379
54,097
20
Male
60,631
Single
3
Master's
null
25.844358
Urban
Comprehensive
1
7
416
5
2023-04-19 15:21:39.114118
Good
Yes
Rarely
Apartment
998
54,098
53
Female
4,446
Married
1
High School
Employed
32.858191
Urban
Premium
1
0
522
4
2022-09-04 15:21:39.256696
Average
No
Daily
Apartment
122
54,099
51
Male
7,591
Single
null
Master's
Unemployed
31.826141
Rural
Comprehensive
3
18
null
3
2019-12-01 15:21:39.184157
Good
Yes
Monthly
Apartment
870