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
33,900
44
Female
15,351
Divorced
null
High School
Employed
8.753598
Rural
Premium
0
12
764
5
2023-01-06 15:21:39.117183
Good
No
Daily
Apartment
973
33,901
18
Male
34,403
Married
4
Bachelor's
null
43.517468
Rural
Comprehensive
1
5
594
2
2024-05-30 15:21:39.087123
Poor
No
Daily
House
111
33,902
60
Female
35,644
Divorced
2
Master's
null
43.918322
Suburban
Comprehensive
2
15
796
8
2023-02-15 15:21:39.237118
Average
Yes
Rarely
Apartment
1,192
33,903
47
Male
4,069
Divorced
4
Master's
Self-Employed
7.79731
Rural
Premium
0
14
495
4
2019-09-07 15:21:39.147735
Poor
Yes
Daily
Apartment
762
33,904
42
Male
1,250
Married
3
Master's
Unemployed
null
Rural
Premium
1
17
658
5
2024-04-29 15:21:39.095696
Average
Yes
Rarely
House
1,593
33,905
43
Male
24,604
Married
4
Bachelor's
Self-Employed
42.492732
Urban
Premium
null
17
616
9
2022-07-10 15:21:39.092127
Average
Yes
Rarely
House
2,864
33,906
31
Male
1,883
Divorced
2
PhD
Employed
37.507951
Urban
Basic
0
8
314
6
2024-04-01 15:21:39.134960
Average
Yes
Rarely
House
437
33,907
28
Female
21,414
Married
1
PhD
Employed
15.908127
Urban
Comprehensive
0
0
419
8
2024-02-12 15:21:39.144722
Poor
Yes
Daily
Apartment
477
33,908
42
Female
10,447
Single
0
PhD
Unemployed
14.535916
Rural
Basic
0
1
632
4
2023-11-02 15:21:39.134960
Good
No
Weekly
Condo
1,242
33,909
63
Female
135,956
Married
0
Master's
Self-Employed
8.522902
Rural
Comprehensive
0
9
342
5
2019-09-21 15:21:39.233485
Good
Yes
Weekly
Condo
574
33,910
61
Male
78,413
Single
null
PhD
Unemployed
4.361619
Rural
Comprehensive
1
10
778
1
2022-01-09 15:21:39.094752
Average
Yes
Rarely
Condo
157
33,911
39
Male
19,062
Single
0
High School
null
29.898319
Suburban
Comprehensive
0
1
392
8
2024-05-24 15:21:39.184157
Poor
Yes
Rarely
Apartment
2,758
33,912
60
Male
39,729
Married
3
Bachelor's
Unemployed
17.952285
Urban
Premium
1
8
409
8
2023-12-06 15:21:39.206847
null
Yes
Weekly
House
2,052
33,913
31
Male
24,963
Divorced
2
Master's
Unemployed
40.814228
Rural
Premium
0
18
833
4
2021-05-21 15:21:39.171102
Average
No
Monthly
Condo
1,609
33,914
61
Male
44,019
Divorced
2
High School
Employed
19.979012
Suburban
Comprehensive
2
10
645
6
2020-04-11 15:21:39.282785
Poor
No
Weekly
Condo
664
33,915
43
Male
31,057
Single
4
PhD
Self-Employed
13.766952
Rural
Basic
3
18
807
3
2021-01-18 15:21:39.258696
Poor
No
Weekly
Condo
1,089
33,916
52
Female
78,918
Single
4
Bachelor's
Unemployed
16.761335
Rural
Comprehensive
0
11
668
8
2023-12-14 15:21:39.220389
Average
No
Rarely
Condo
346
33,917
47
Female
6,923
Married
2
PhD
Self-Employed
8.84712
Suburban
Comprehensive
0
2
676
2
2021-11-06 15:21:39.208842
Average
No
Monthly
Condo
631
33,918
25
Male
25,376
Single
null
Master's
Self-Employed
37.051968
Rural
Basic
null
17
776
5
2023-05-16 15:21:39.088124
Good
Yes
Monthly
Apartment
1,540
33,919
36
Female
22,037
null
4
High School
null
32.07563
Suburban
Comprehensive
0
3
489
7
2024-05-23 15:21:39.134960
Good
Yes
Monthly
Condo
1,849
33,920
55
Male
23,862
Divorced
1
Bachelor's
Employed
42.639392
Suburban
Comprehensive
1
14
734
4
2020-06-15 15:21:39.125660
Good
Yes
Rarely
Apartment
1,871
33,921
55
Female
33,708
Single
0
High School
Employed
42.948461
Suburban
Basic
null
5
788
9
2022-07-10 15:21:39.134960
Poor
No
Rarely
Condo
3,036
33,922
28
Female
3,721
Married
3
PhD
Employed
37.276582
Rural
Basic
0
8
374
9
2020-03-27 15:21:39.249100
Poor
No
Weekly
Apartment
478
33,923
60
Male
38,142
Single
3
Bachelor's
Employed
24.204579
Rural
Premium
null
2
463
8
2022-12-07 15:21:39.237118
Good
Yes
Weekly
Condo
54
33,924
57
Male
106,736
Divorced
2
PhD
Self-Employed
36.637326
Urban
Comprehensive
1
1
516
5
2022-05-27 15:21:39.190215
Good
Yes
Daily
House
3,907
33,925
49
Male
11,587
Single
null
PhD
null
16.528416
Suburban
Premium
0
0
null
5
2023-05-27 15:21:39.237118
Poor
Yes
Monthly
Apartment
1,445
33,926
61
Male
null
Married
2
Master's
null
32.744434
Rural
Comprehensive
0
16
494
5
2023-02-01 15:21:39.261856
Poor
No
Weekly
Apartment
3,850
33,927
48
Male
86,853
Divorced
1
Bachelor's
Employed
24.569558
Rural
Comprehensive
0
16
506
4
2020-11-15 15:21:39.193945
Good
No
Rarely
Condo
2,183
33,928
52
Female
17,900
Married
null
Bachelor's
null
23.610035
Suburban
Comprehensive
1
17
376
6
2023-02-16 15:21:39.199447
Good
Yes
Rarely
Condo
1,597
33,929
19
Female
17,054
Single
3
High School
Unemployed
21.509008
Urban
Premium
2
19
815
5
2021-06-17 15:21:39.196387
Average
No
Monthly
Apartment
879
33,930
52
Female
35,484
Married
1
Bachelor's
Self-Employed
16.039322
Urban
Basic
0
1
647
7
2022-11-07 15:21:39.087123
Average
Yes
Weekly
House
981
33,931
24
Male
45,647
Single
null
PhD
Unemployed
31.35017
Suburban
Comprehensive
1
11
null
6
2023-04-20 15:21:39.099739
Average
Yes
Monthly
House
672
33,932
45
Male
21,635
Single
4
PhD
null
20.848208
Urban
Comprehensive
0
17
614
3
2024-01-01 15:21:39.108562
Poor
Yes
Rarely
Condo
1,274
33,933
49
Female
25,370
Married
0
PhD
Employed
20.984262
Urban
Premium
2
1
687
2
2023-08-30 15:21:39.128286
Good
No
Daily
Condo
1,391
33,934
47
Male
36,246
Single
4
Bachelor's
Self-Employed
19.103027
Urban
Premium
1
9
647
2
2022-03-22 15:21:39.189223
Average
Yes
Monthly
House
822
33,935
54
Female
1,234
Single
1
Bachelor's
Unemployed
19.157733
Suburban
Premium
2
14
630
6
2020-05-24 15:21:39.237118
Poor
Yes
Weekly
Condo
421
33,936
61
Male
18,095
Married
2
Bachelor's
Self-Employed
4.966295
Rural
Premium
0
1
841
7
2023-05-09 15:21:39.206847
Poor
Yes
Rarely
House
2,160
33,937
41
Male
2,359
Divorced
null
Master's
Employed
33.679824
Suburban
Premium
null
2
575
6
2024-04-25 15:21:39.237118
Average
No
Weekly
Condo
3,631
33,938
32
Male
13,256
Single
2
High School
Self-Employed
36.764949
Urban
Premium
null
19
null
4
2023-11-18 15:21:39.208842
Poor
No
Weekly
Apartment
719
33,939
60
Male
20,485
Divorced
2
PhD
null
null
Rural
Basic
2
3
494
4
2022-07-17 15:21:39.282785
Average
Yes
Monthly
House
33
33,940
44
Female
15,388
Married
2
Bachelor's
Employed
null
Rural
Premium
0
4
null
6
2024-05-04 15:21:39.226954
Good
No
Daily
Apartment
2,055
33,941
34
Female
26,881
Single
1
Master's
Self-Employed
27.083504
Suburban
Comprehensive
null
14
796
7
2023-04-16 15:21:39.255696
Average
No
Monthly
Apartment
1,225
33,942
63
Male
27,281
Divorced
0
High School
Employed
42.272583
Suburban
Premium
null
15
635
3
2022-01-16 15:21:39.098696
Good
No
Rarely
Condo
518
33,943
47
Male
30,780
Single
1
Master's
Self-Employed
20.613475
Urban
Basic
null
8
814
6
2020-06-25 15:21:39.237118
Good
No
Weekly
Condo
833
33,944
29
Male
30,351
Single
2
Bachelor's
null
21.636588
Urban
Comprehensive
0
1
456
9
2020-04-26 15:21:39.155231
Poor
No
Rarely
Apartment
607
33,945
40
Male
9,087
Divorced
4
Bachelor's
Unemployed
12.249822
Rural
Basic
0
10
585
1
2022-07-02 15:21:39.185215
Good
Yes
Monthly
Apartment
776
33,946
25
Male
45,936
Divorced
4
Master's
Unemployed
37.898217
Suburban
Premium
1
10
814
4
2022-11-12 15:21:39.218388
Average
Yes
Monthly
Condo
647
33,947
41
Female
2,924
Single
4
Bachelor's
Employed
null
Suburban
Comprehensive
2
12
677
7
2019-11-15 15:21:39.267454
Good
No
Weekly
Apartment
626
33,948
63
Male
null
Single
1
Bachelor's
null
15.17332
Suburban
Comprehensive
null
9
456
2
2019-12-12 15:21:39.274993
Poor
Yes
Daily
Apartment
566
33,949
31
Female
52,068
Divorced
3
PhD
Unemployed
36.334505
Rural
Comprehensive
null
12
417
4
2021-11-18 15:21:39.134960
Good
No
Weekly
Apartment
271
33,950
20
Male
17,861
Single
1
High School
null
50.463446
Urban
Premium
0
12
474
6
2022-11-18 15:21:39.126661
Good
Yes
Weekly
House
572
33,951
31
Female
19,839
Divorced
2
Bachelor's
null
34.633322
Suburban
Premium
null
19
516
2
2022-04-30 15:21:39.276901
Poor
Yes
Rarely
Condo
130
33,952
43
Female
14,274
Married
3
PhD
Self-Employed
12.520515
Suburban
Premium
0
1
812
1
2021-04-16 15:21:39.233485
Good
No
Weekly
Condo
465
33,953
56
Female
54,723
Divorced
0
High School
Self-Employed
24.754527
Rural
Basic
null
16
427
6
2020-09-22 15:21:39.111551
Good
Yes
Weekly
Apartment
3,269
33,954
33
Female
38,786
Married
1
Master's
Employed
16.807434
Urban
Comprehensive
0
7
783
9
2019-11-10 15:21:39.248098
Good
Yes
Monthly
House
1,201
33,955
50
Female
13,256
Single
4
High School
Employed
6.797621
Rural
Premium
0
13
713
1
2020-03-24 15:21:39.155231
Average
No
Weekly
House
100
33,956
45
Male
3,546
Divorced
0
High School
null
3.829133
Suburban
Premium
2
4
840
2
2021-02-08 15:21:39.172097
Good
Yes
Weekly
House
2,427
33,957
41
Female
39,051
Married
0
Master's
Unemployed
16.448915
Rural
Premium
2
14
461
9
2024-05-21 15:21:39.105504
Average
No
Daily
Apartment
34
33,958
21
Female
3,622
Single
1
Bachelor's
Unemployed
29.997735
Suburban
Basic
0
19
804
6
2019-08-27 15:21:39.164044
Good
No
Rarely
House
1,233
33,959
47
Male
63,614
Single
null
Master's
Employed
40.172975
Suburban
Premium
1
0
309
3
2023-05-09 15:21:39.208842
Poor
Yes
Monthly
Condo
235
33,960
48
Female
77,448
Single
4
Master's
null
32.955508
Urban
Premium
1
1
373
1
2023-11-25 15:21:39.080440
Average
Yes
Monthly
Condo
2,512
33,961
null
Female
113,412
Divorced
4
PhD
null
8.843137
Rural
Premium
0
3
454
9
2020-06-16 15:21:39.105504
null
Yes
Monthly
Apartment
1,356
33,962
36
Male
46,846
Single
1
Bachelor's
Self-Employed
13.959258
Urban
Comprehensive
2
5
589
8
2020-12-08 15:21:39.290098
null
No
Monthly
House
675
33,963
63
Male
34,392
Married
0
Bachelor's
Employed
13.702156
Urban
Basic
1
8
null
9
2021-05-25 15:21:39.248098
Average
No
Daily
Apartment
2,102
33,964
60
Female
8,194
Married
0
PhD
Unemployed
20.277839
Urban
Basic
0
0
823
6
2021-06-28 15:21:39.134960
Average
No
Monthly
Condo
640
33,965
19
Female
84,576
null
1
High School
Self-Employed
19.367085
Suburban
Comprehensive
1
4
null
1
2019-09-25 15:21:39.134960
Good
No
Rarely
Apartment
506
33,966
30
Female
null
Single
4
Master's
Employed
25.05557
Urban
Comprehensive
null
8
430
6
2021-04-02 15:21:39.194829
Poor
No
Daily
Apartment
925
33,967
47
Female
107,866
Single
3
Bachelor's
Employed
27.539754
Urban
Premium
0
16
409
3
2024-08-09 15:21:39.134960
null
Yes
Monthly
Condo
110
33,968
64
Female
27,895
Married
2
High School
null
38.479892
Suburban
Comprehensive
1
6
574
5
2024-02-11 15:21:39.267454
Good
No
Daily
House
102
33,969
52
Female
140,825
Divorced
1
PhD
Employed
37.160926
Rural
Comprehensive
null
8
394
3
2021-11-27 15:21:39.172097
Poor
Yes
Weekly
House
1,221
33,970
45
Female
17,081
Single
2
High School
Employed
3.816693
Suburban
Basic
null
18
793
8
2022-10-25 15:21:39.285112
Good
Yes
Rarely
House
738
33,971
58
Male
38,156
Divorced
4
PhD
null
19.823803
Urban
Basic
null
6
439
4
2023-12-11 15:21:39.181605
Good
Yes
Weekly
Apartment
852
33,972
55
Male
20,902
Divorced
2
PhD
null
6.918672
Urban
Premium
2
14
485
5
2021-06-01 15:21:39.092127
Poor
Yes
Daily
Condo
1,184
33,973
59
Male
20,363
Divorced
4
High School
Self-Employed
28.536935
Suburban
Basic
null
4
439
7
2020-04-08 15:21:39.134960
Average
Yes
Weekly
Apartment
112
33,974
50
Male
64,890
Single
3
Master's
Unemployed
24.273337
Rural
Premium
0
17
645
9
2021-12-01 15:21:39.082499
Average
No
Monthly
Apartment
163
33,975
31
Female
15,594
Divorced
4
PhD
null
18.817646
Urban
Basic
null
16
710
7
2020-01-05 15:21:39.257696
Good
Yes
Rarely
Condo
1,554
33,976
19
Male
6,053
Single
2
PhD
null
16.879697
Rural
Premium
1
9
745
8
2023-10-14 15:21:39.183598
Good
No
Monthly
Apartment
2,549
33,977
36
Female
21,293
Divorced
2
PhD
Self-Employed
19.049592
Rural
Basic
0
5
763
9
2020-07-28 15:21:39.206847
Average
No
Monthly
Apartment
715
33,978
49
Male
45,308
Divorced
1
Bachelor's
Employed
18.673093
Urban
Premium
null
0
null
4
2022-06-20 15:21:39.134960
Poor
Yes
Monthly
Apartment
685
33,979
43
Female
62,984
Single
3
Master's
null
35.442964
Suburban
Premium
null
18
308
9
2019-09-09 15:21:39.182597
Average
No
Rarely
Condo
872
33,980
null
Male
23,567
Divorced
0
Master's
null
11.441295
Rural
Comprehensive
0
11
null
1
2023-03-09 15:21:39.134960
Good
No
Daily
Apartment
694
33,981
48
Male
40,480
Single
2
Bachelor's
Unemployed
34.297857
Rural
Basic
0
12
796
3
2021-12-12 15:21:39.176717
Poor
Yes
Rarely
House
772
33,982
44
Male
48,568
Divorced
0
High School
Self-Employed
21.725419
Urban
Basic
1
10
null
9
2024-04-05 15:21:39.213373
Average
Yes
Monthly
House
363
33,983
41
Female
15,258
Married
1
PhD
Unemployed
31.09563
Rural
Premium
null
18
327
3
2021-02-12 15:21:39.196387
Poor
No
Rarely
House
1,238
33,984
47
Female
39,723
Divorced
0
Bachelor's
Employed
25.865974
Suburban
Basic
null
1
null
6
2021-05-21 15:21:39.091080
Average
Yes
Daily
Condo
602
33,985
38
Male
37,106
Single
3
PhD
Unemployed
41.792609
Urban
Basic
1
16
799
7
2022-11-15 15:21:39.176717
Average
No
Weekly
Apartment
1,570
33,986
19
Female
35,885
Married
0
Master's
Employed
42.694901
Urban
Basic
2
6
831
4
2023-05-07 15:21:39.080440
Average
Yes
Rarely
Apartment
1,175
33,987
54
Female
39,544
Divorced
3
High School
null
30.966781
Suburban
Comprehensive
2
5
469
8
2020-06-24 15:21:39.187211
Average
No
Rarely
House
2,138
33,988
30
Male
17,087
Married
0
High School
Employed
13.865314
Suburban
Premium
0
6
609
2
2021-01-03 15:21:39.237118
Average
Yes
Rarely
Condo
2,028
33,989
23
Male
28,591
Married
0
Master's
Unemployed
50.136096
Suburban
Basic
0
12
778
4
2022-06-22 15:21:39.263607
Average
Yes
Daily
House
1,419
33,990
33
Male
3,546
Divorced
2
PhD
Self-Employed
null
Rural
Premium
null
4
613
9
2023-03-24 15:21:39.170099
Poor
Yes
Rarely
House
526
33,991
58
Female
15,280
Married
3
PhD
Self-Employed
47.240185
Urban
Basic
3
5
473
8
2021-01-27 15:21:39.237118
Poor
No
Monthly
Apartment
714
33,992
46
Male
37,117
Single
4
High School
null
36.891708
Urban
Premium
1
17
720
6
2022-02-09 15:21:39.122134
Good
Yes
Weekly
Condo
869
33,993
28
Male
null
Married
3
Master's
Self-Employed
23.735763
Rural
Basic
1
3
301
5
2022-10-14 15:21:39.084065
Average
Yes
Daily
Apartment
2,399
33,994
50
Male
16,751
Divorced
2
PhD
Unemployed
24.63715
Suburban
Comprehensive
null
5
685
8
2021-05-20 15:21:39.276901
Poor
No
Rarely
Apartment
2,239
33,995
53
Male
40,978
Single
2
Master's
Unemployed
26.570802
Suburban
Comprehensive
0
11
null
1
2023-07-28 15:21:39.181605
Average
No
Daily
Apartment
917
33,996
45
Male
9,902
Single
0
PhD
Unemployed
31.177919
Urban
Comprehensive
2
17
564
7
2021-07-05 15:21:39.256696
Good
Yes
Monthly
Condo
1,725
33,997
25
Male
13,820
Divorced
4
Bachelor's
Employed
29.984532
Suburban
Premium
null
14
785
9
2022-08-15 15:21:39.245086
Poor
No
Monthly
House
156
33,998
62
Male
17
Married
1
Master's
Employed
6.267418
Suburban
Basic
1
5
627
9
2019-10-02 15:21:39.236064
Poor
Yes
Weekly
Condo
1,105
33,999
26
Male
62,319
null
4
Bachelor's
Employed
12.74582
Suburban
Basic
0
19
525
8
2023-01-13 15:21:39.207847
Good
Yes
Monthly
Apartment
2,339