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
1,163,000
48
Female
27,155
Married
3
Master's
Unemployed
29.354405
Urban
Comprehensive
0
4
482
1
2023-05-02 15:21:39.226954
Average
No
Monthly
Condo
1,132
1,163,001
35
Male
1,359
Married
0
PhD
Unemployed
20.584855
Rural
Premium
2
8
783
8
2021-03-29 15:21:39.172097
Good
Yes
Monthly
Condo
991
1,163,002
26
Female
87,832
Divorced
0
Master's
null
7.456669
Suburban
Premium
0
8
331
1
2021-11-22 15:21:39.217387
Good
No
Daily
House
1,556
1,163,003
42
Male
43,412
Married
2
PhD
Unemployed
11.054801
Urban
Comprehensive
null
17
652
5
2023-06-24 15:21:39.134960
Good
No
Weekly
Condo
669
1,163,004
30
Male
24,881
Divorced
2
Master's
null
38.009921
Rural
Comprehensive
0
4
511
3
2022-10-23 15:21:39.164044
Average
Yes
Weekly
House
693
1,163,005
39
Male
38,662
Single
4
PhD
null
20.824234
Rural
Comprehensive
1
16
709
1
2022-11-25 15:21:39.237118
Good
Yes
Rarely
Condo
705
1,163,006
31
Female
123,353
Divorced
1
Bachelor's
Unemployed
22.173909
Rural
Premium
3
14
397
1
2020-09-13 15:21:39.085129
Good
Yes
Monthly
Apartment
1,377
1,163,007
21
Female
43,450
Married
2
PhD
Self-Employed
24.939486
Suburban
Comprehensive
1
12
null
8
2024-07-13 15:21:39.274993
Good
No
Rarely
Apartment
548
1,163,008
18
Female
null
Married
null
Master's
Unemployed
36.056537
Urban
Premium
1
0
410
9
2022-07-13 15:21:39.286113
Average
No
Weekly
House
1,335
1,163,009
59
Female
71,513
Divorced
null
Master's
Employed
50.547981
Suburban
Basic
null
10
391
9
2023-07-03 15:21:39.175719
Average
No
Monthly
Apartment
719
1,163,010
25
Male
3,852
Single
1
High School
Self-Employed
null
Urban
Basic
null
9
694
3
2022-01-03 15:21:39.125660
Good
Yes
Daily
Apartment
1,466
1,163,011
48
Male
20,705
Married
0
High School
Employed
22.95541
Suburban
Premium
null
9
771
2
2023-06-18 15:21:39.143708
Good
Yes
Rarely
Apartment
801
1,163,012
58
Female
4,936
Married
2
PhD
Employed
null
Rural
Premium
null
16
764
3
2021-05-08 15:21:39.193945
Average
Yes
Rarely
House
582
1,163,013
59
Male
2,579
Married
3
Bachelor's
null
33.918884
Urban
Comprehensive
0
2
397
1
2023-04-27 15:21:39.150730
Poor
Yes
Daily
Apartment
752
1,163,014
59
Female
6,054
Divorced
1
Master's
null
35.867354
Urban
Premium
1
15
775
3
2021-11-02 15:21:39.250151
Average
Yes
Monthly
Apartment
767
1,163,015
60
Female
2,954
Single
3
Bachelor's
Self-Employed
34.068376
Rural
Basic
null
10
765
4
2022-06-29 15:21:39.104139
Average
Yes
Daily
Apartment
2,108
1,163,016
49
Female
311
null
2
High School
Self-Employed
21.077299
Suburban
Premium
null
2
524
8
2021-03-02 15:21:39.155231
Average
No
Rarely
Apartment
704
1,163,017
35
Female
9,384
Divorced
1
Bachelor's
null
19.922766
Rural
Basic
1
13
751
8
2021-12-05 15:21:39.233998
Good
No
Rarely
House
1,032
1,163,018
37
Female
27,659
Divorced
null
Bachelor's
Unemployed
9.776946
Suburban
Basic
0
7
626
8
2023-09-25 15:21:39.235012
Good
Yes
Weekly
Apartment
114
1,163,019
30
Female
25,996
Married
4
PhD
Self-Employed
6.865885
Suburban
Premium
0
6
null
1
2021-10-26 15:21:39.246098
Average
No
Weekly
Condo
1,620
1,163,020
19
Male
24,603
Married
2
High School
Unemployed
22.740312
Suburban
Premium
null
16
492
8
2020-09-04 15:21:39.214388
Good
No
Monthly
Condo
1,305
1,163,021
64
Female
6,093
Divorced
0
High School
Employed
3.474164
Urban
Comprehensive
0
5
null
9
2023-02-08 15:21:39.123711
Good
No
Weekly
House
393
1,163,022
27
Female
14,082
Married
4
PhD
Employed
21.120154
Rural
Comprehensive
1
0
613
3
2022-08-14 15:21:39.084065
Poor
No
Monthly
Apartment
1,100
1,163,023
36
Female
19,585
Married
1
PhD
null
23.290184
Rural
Comprehensive
null
12
null
8
2021-01-16 15:21:39.226954
Average
Yes
Monthly
House
898
1,163,024
64
Female
67,908
Single
4
Master's
null
41.783592
Suburban
Basic
4
0
null
8
2020-05-02 15:21:39.171102
Good
Yes
Weekly
House
2,121
1,163,025
27
Female
78,951
Single
1
Master's
null
14.142716
Suburban
Premium
null
8
330
9
2022-01-27 15:21:39.155231
Poor
No
Rarely
Apartment
607
1,163,026
20
Male
3,801
Married
2
PhD
Employed
null
Suburban
Premium
0
17
731
5
2021-12-31 15:21:39.237118
Good
Yes
Monthly
House
1,737
1,163,027
34
Male
41,811
Married
1
Bachelor's
Unemployed
30.156667
Suburban
Premium
0
6
null
4
2024-03-10 15:21:39.185215
Good
Yes
Rarely
House
839
1,163,028
27
Male
55,416
Divorced
null
Bachelor's
Employed
50.751359
Urban
Comprehensive
2
8
718
2
2022-07-26 15:21:39.237118
Poor
No
Rarely
Condo
1,052
1,163,029
55
Female
92,733
Married
1
Master's
null
41.716784
Suburban
Premium
1
8
507
4
2024-04-12 15:21:39.188220
null
No
Daily
Condo
3,022
1,163,030
null
Female
144,699
Single
1
PhD
Self-Employed
10.783665
Urban
Comprehensive
2
17
533
8
2019-11-11 15:21:39.134960
Poor
No
Daily
Condo
202
1,163,031
39
Female
15,983
Married
1
Bachelor's
Self-Employed
32.813556
Urban
Basic
1
10
null
4
2021-11-01 15:21:39.192212
Good
No
Daily
Condo
997
1,163,032
30
Female
14,691
Single
4
High School
null
15.945359
Suburban
Comprehensive
0
12
361
3
2024-07-19 15:21:39.094752
Good
Yes
Daily
House
882
1,163,033
49
Female
122,577
Divorced
1
Master's
Unemployed
39.86728
Suburban
Premium
null
18
468
9
2021-04-17 15:21:39.149731
Average
No
Monthly
Condo
2,363
1,163,034
25
Male
24,983
Divorced
4
Master's
null
20.933477
Suburban
Basic
null
19
622
5
2020-01-02 15:21:39.182597
Poor
No
Daily
House
545
1,163,035
24
Female
36,336
Married
1
PhD
null
8.829052
Urban
Comprehensive
0
5
488
5
2022-10-04 15:21:39.259788
Good
No
Rarely
Condo
1,602
1,163,036
50
Male
79,641
Divorced
2
PhD
Employed
20.753854
Suburban
Basic
null
17
466
3
2021-09-05 15:21:39.104139
Average
No
Monthly
House
359
1,163,037
63
Female
148,453
Single
1
High School
Employed
39.930718
Suburban
Comprehensive
1
10
null
6
2020-09-09 15:21:39.167099
Good
Yes
Rarely
Condo
149
1,163,038
21
Male
5,783
Single
3
Master's
null
22.966335
Urban
Basic
0
12
848
7
2022-04-11 15:21:39.254678
Poor
No
Weekly
Condo
1,353
1,163,039
49
Male
39,083
Single
4
Master's
Self-Employed
37.749273
Suburban
Basic
1
5
832
8
2024-05-14 15:21:39.246098
Average
No
Monthly
Condo
485
1,163,040
41
Male
1,571
Single
2
PhD
null
null
Rural
Comprehensive
1
8
658
7
2022-11-04 15:21:39.282785
Average
No
Monthly
House
1,502
1,163,041
20
Male
4,071
Divorced
0
PhD
Self-Employed
null
Suburban
Premium
null
3
709
5
2022-04-18 15:21:39.264504
Average
No
Monthly
Condo
676
1,163,042
39
Male
null
Married
4
High School
Unemployed
22.719258
Rural
Premium
0
16
434
5
2021-02-13 15:21:39.188220
Good
Yes
Rarely
Apartment
523
1,163,043
54
Male
115,521
Divorced
0
PhD
Self-Employed
18.593626
Urban
Premium
1
18
377
7
2020-04-08 15:21:39.276901
Poor
Yes
Rarely
House
1,344
1,163,044
40
Female
3,591
Single
2
Bachelor's
null
11.241174
Urban
Basic
2
7
734
2
2021-06-08 15:21:39.155231
Good
Yes
Monthly
Apartment
967
1,163,045
28
Female
3,635
Divorced
4
Bachelor's
null
12.849241
Suburban
Comprehensive
0
15
508
6
2020-01-04 15:21:39.093681
Poor
No
Monthly
Condo
587
1,163,046
43
Male
16,882
Divorced
4
PhD
Employed
43.448321
Suburban
Comprehensive
1
7
799
2
2020-04-23 15:21:39.217387
null
Yes
Monthly
Condo
2,051
1,163,047
27
Male
null
Married
0
Bachelor's
Self-Employed
13.484555
Suburban
Comprehensive
4
19
null
7
2020-01-16 15:21:39.222387
Poor
Yes
Monthly
Apartment
2,156
1,163,048
59
Male
7,777
Divorced
0
Master's
Self-Employed
21.574895
Suburban
Premium
0
11
null
4
2023-12-05 15:21:39.147735
Poor
Yes
Rarely
Apartment
1,292
1,163,049
64
Female
15,891
Married
1
High School
Employed
12.753334
Rural
Comprehensive
2
1
844
8
2020-10-04 15:21:39.192212
Poor
Yes
Monthly
Condo
1,021
1,163,050
23
Female
13,561
Married
2
Bachelor's
Employed
16.81818
Suburban
Basic
null
14
679
3
2021-04-19 15:21:39.270454
Good
Yes
Daily
House
377
1,163,051
44
Male
103,972
Divorced
3
Master's
Employed
12.947877
Rural
Premium
1
10
413
5
2023-06-02 15:21:39.204790
Good
No
Daily
Apartment
567
1,163,052
30
Female
11,624
Divorced
4
High School
Employed
50.881636
Urban
Premium
0
10
568
1
2023-05-02 15:21:39.208842
Good
Yes
Daily
Apartment
2,172
1,163,053
44
Female
16,123
Married
2
PhD
Self-Employed
19.61951
Rural
Premium
null
10
653
3
2020-03-12 15:21:39.132191
Good
No
Daily
Condo
160
1,163,054
47
Female
5,813
Divorced
3
Bachelor's
null
28.754898
Suburban
Premium
null
14
370
4
2022-05-15 15:21:39.205850
Poor
Yes
Daily
Apartment
2,653
1,163,055
44
Female
27,611
Married
0
PhD
Unemployed
25.824535
Urban
Basic
null
15
342
5
2022-06-24 15:21:39.248098
Poor
No
Weekly
Condo
2,424
1,163,056
63
Female
5,735
Single
0
Bachelor's
Employed
48.772438
Rural
Comprehensive
2
18
403
3
2023-08-14 15:21:39.175719
Good
No
Daily
Apartment
1,117
1,163,057
32
Male
null
Single
2
Bachelor's
Employed
45.625637
Rural
Basic
null
3
308
8
2022-06-09 15:21:39.105192
Average
No
Daily
House
1,281
1,163,058
18
Male
24,791
Married
0
Bachelor's
Self-Employed
36.56739
Urban
Premium
1
15
584
2
2021-03-30 15:21:39.228521
Poor
No
Weekly
House
1,643
1,163,059
62
Female
4,058
Divorced
null
High School
Self-Employed
22.640088
Suburban
Premium
null
15
381
2
2021-01-02 15:21:39.288099
Good
No
Monthly
House
1,216
1,163,060
54
Female
122,991
Divorced
3
PhD
Employed
46.884003
Suburban
Premium
0
0
757
3
2021-02-06 15:21:39.155231
Good
Yes
Weekly
Apartment
391
1,163,061
54
Male
86,199
Divorced
3
PhD
Unemployed
15.387722
Suburban
Basic
2
18
310
9
2024-04-26 15:21:39.206847
Good
No
Monthly
Apartment
490
1,163,062
32
Female
16,407
Single
2
Master's
null
20.85451
Suburban
Premium
0
17
847
9
2022-08-10 15:21:39.094752
Average
Yes
Weekly
Condo
1,649
1,163,063
37
Male
92,484
Divorced
3
PhD
Employed
20.786619
Suburban
Premium
1
1
436
1
2022-10-16 15:21:39.280784
Poor
Yes
Rarely
Apartment
442
1,163,064
48
Male
17,086
Single
4
Master's
Employed
42.683816
Rural
Basic
0
18
779
8
2021-12-06 15:21:39.259788
Good
Yes
Weekly
Condo
38
1,163,065
22
Female
748
Single
4
PhD
Employed
11.710031
Suburban
Comprehensive
2
14
761
2
2020-05-23 15:21:39.105504
Average
No
Weekly
Apartment
284
1,163,066
53
Male
18,671
Married
2
PhD
Unemployed
33.694289
Suburban
Premium
0
4
588
2
2023-06-08 15:21:39.126661
Good
Yes
Monthly
Apartment
830
1,163,067
32
Female
8,168
Married
0
Master's
Unemployed
17.745776
Rural
Comprehensive
0
3
558
8
2020-08-18 15:21:39.197445
Good
No
Daily
Condo
498
1,163,068
39
Male
128,055
Divorced
4
PhD
Employed
28.772992
Urban
Premium
2
18
326
9
2021-09-11 15:21:39.130190
Poor
No
Weekly
Condo
1,799
1,163,069
20
Female
33,015
Single
2
Bachelor's
Unemployed
33.239734
Urban
Premium
null
13
804
1
2021-03-01 15:21:39.155231
Poor
No
Monthly
Apartment
2,840
1,163,070
34
Male
2,939
Married
2
High School
Unemployed
21.783776
Rural
Basic
null
10
433
4
2024-03-26 15:21:39.214388
Average
Yes
Weekly
House
742
1,163,071
25
Female
58,866
Divorced
0
Master's
Employed
20.829924
Suburban
Basic
2
9
382
1
2023-12-01 15:21:39.171102
Good
Yes
Daily
House
926
1,163,072
30
Female
1,415
Divorced
0
High School
Employed
19.845171
Urban
Premium
0
15
583
8
2020-03-13 15:21:39.134960
Poor
No
Weekly
House
3,299
1,163,073
54
Female
19,806
Single
1
PhD
null
32.652471
Suburban
Premium
null
1
551
5
2021-07-29 15:21:39.147735
Average
No
Rarely
Apartment
2,224
1,163,074
43
Female
null
Married
4
Bachelor's
Employed
16.817139
Rural
Basic
null
11
502
7
2023-10-20 15:21:39.147735
Average
Yes
Monthly
Condo
380
1,163,075
40
Female
17,092
Married
4
PhD
null
27.291565
Urban
Premium
null
1
null
4
2023-02-27 15:21:39.126661
Average
No
Daily
House
616
1,163,076
23
Female
11,409
Single
2
PhD
Self-Employed
36.097718
Rural
Premium
3
13
783
6
2020-10-02 15:21:39.134960
Average
No
Monthly
Apartment
537
1,163,077
19
Male
18,060
Single
3
Bachelor's
Self-Employed
41.053077
Suburban
Basic
0
16
null
6
2023-07-26 15:21:39.177724
Good
No
Daily
House
29
1,163,078
34
Male
132,089
Single
1
Bachelor's
Employed
38.757451
Suburban
Comprehensive
1
7
454
2
2023-02-21 15:21:39.155231
Average
No
Daily
Condo
469
1,163,079
44
Male
55,884
Divorced
2
High School
Employed
16.155567
Suburban
Premium
1
12
827
4
2024-02-17 15:21:39.153733
Poor
No
Weekly
Apartment
74
1,163,080
63
Female
2,487
Single
3
Master's
Unemployed
31.372575
Suburban
Premium
null
7
797
8
2020-06-18 15:21:39.175719
Good
Yes
Rarely
Condo
2,236
1,163,081
36
Male
28,193
Married
0
High School
Self-Employed
null
Rural
Basic
null
8
713
8
2020-12-23 15:21:39.247098
Average
Yes
Rarely
Apartment
1,461
1,163,082
58
Male
33,728
Single
4
Master's
Self-Employed
32.723386
Suburban
Basic
null
6
576
4
2021-08-14 15:21:39.254678
Poor
No
Monthly
Condo
463
1,163,083
52
Female
1,540
Married
0
Bachelor's
Unemployed
36.152865
Rural
Comprehensive
1
15
484
5
2021-09-21 15:21:39.132191
Good
Yes
Monthly
Condo
2,144
1,163,084
50
Female
39,749
Divorced
3
Master's
Employed
null
Suburban
Premium
2
6
591
5
2020-04-27 15:21:39.168099
Good
Yes
Daily
Condo
1,678
1,163,085
54
Female
21,323
Married
3
High School
null
9.918994
Rural
Premium
1
8
829
1
2021-11-07 15:21:39.084065
Poor
No
Monthly
Apartment
2,327
1,163,086
64
Male
10,183
Single
1
High School
null
28.180402
Rural
Basic
1
5
629
6
2022-01-25 15:21:39.179186
Average
Yes
Monthly
Apartment
782
1,163,087
63
Female
7,991
Married
2
High School
Self-Employed
31.065859
Suburban
Premium
null
4
328
3
2020-08-29 15:21:39.193945
Poor
No
Monthly
House
2,357
1,163,088
48
Male
1,266
Married
2
High School
Self-Employed
38.085396
Rural
Comprehensive
null
12
754
5
2021-11-04 15:21:39.144722
Good
No
Monthly
Apartment
2,176
1,163,089
48
Male
5,550
Married
3
High School
Unemployed
15.2524
Suburban
Comprehensive
0
12
403
7
2020-04-06 15:21:39.235012
Average
Yes
Rarely
House
2,286
1,163,090
42
Female
5,848
Divorced
2
Bachelor's
null
40.366744
Rural
Basic
0
4
478
9
2023-11-13 15:21:39.206847
Poor
No
Daily
House
1,847
1,163,091
30
Male
18,300
Married
4
High School
Unemployed
45.497739
Suburban
Basic
1
17
394
3
2021-05-16 15:21:39.187211
Poor
No
Daily
Condo
763
1,163,092
53
Male
43,880
Married
null
Master's
Self-Employed
23.364527
Urban
Premium
null
19
565
6
2019-11-11 15:21:39.081504
Average
No
Monthly
Apartment
588
1,163,093
26
Female
5,857
Single
1
Bachelor's
Self-Employed
35.948268
Urban
Comprehensive
0
13
832
3
2021-12-14 15:21:39.092127
Average
No
Monthly
Apartment
829
1,163,094
24
Male
85,890
Single
4
High School
Unemployed
50.079649
Rural
Comprehensive
0
18
671
7
2021-07-17 15:21:39.121169
Poor
Yes
Monthly
Apartment
2,960
1,163,095
53
Female
3,626
Divorced
0
PhD
Unemployed
29.955588
Urban
Comprehensive
2
14
604
2
2024-06-01 15:21:39.119168
Good
Yes
Rarely
Condo
837
1,163,096
51
Male
6,862
Divorced
2
PhD
null
13.959365
Suburban
Comprehensive
1
12
777
9
2021-10-31 15:21:39.155231
Average
No
Monthly
Condo
2,835
1,163,097
51
Male
47,322
Divorced
4
Bachelor's
null
21.668856
Rural
Basic
0
10
382
7
2019-12-23 15:21:39.134960
Good
No
Monthly
Condo
1,621
1,163,098
23
Male
36,222
Divorced
2
Master's
null
15.92838
Rural
Basic
0
2
692
2
2019-12-02 15:21:39.229482
Average
No
Rarely
House
632
1,163,099
38
Female
12,981
Divorced
3
Master's
null
18.849184
Suburban
Comprehensive
1
12
389
5
2024-06-12 15:21:39.155231
Poor
Yes
Rarely
House
776