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
1,166,900
30
Male
15,008
Married
1
Master's
Employed
23.896835
Urban
Basic
1
14
null
4
2022-09-28 15:21:39.190215
Poor
No
Rarely
House
781
1,166,901
49
Male
30,372
Divorced
1
Bachelor's
Employed
13.024534
Urban
Basic
1
19
781
1
2021-10-24 15:21:39.116179
null
No
Monthly
Condo
1,435
1,166,902
20
Male
9,695
Married
0
PhD
null
22.788373
Urban
Premium
0
19
551
9
2023-01-02 15:21:39.174719
Good
No
Monthly
Condo
798
1,166,903
64
Male
17,150
Married
1
PhD
Unemployed
17.917669
Urban
Premium
2
14
438
8
2020-12-12 15:21:39.256696
Good
Yes
Rarely
Apartment
1,393
1,166,904
31
Female
2,576
Married
3
Master's
null
19.917006
Suburban
Premium
2
17
502
9
2021-10-09 15:21:39.121169
Good
Yes
Daily
Condo
952
1,166,905
35
Male
103,682
Single
1
PhD
Unemployed
24.039444
Urban
Basic
0
5
606
6
2021-10-23 15:21:39.287115
Average
Yes
Daily
Condo
213
1,166,906
24
Female
1,786
Married
null
Bachelor's
Self-Employed
41.778507
Urban
Premium
0
8
844
9
2021-04-07 15:21:39.168099
Poor
No
Daily
Condo
2,837
1,166,907
22
Female
16,077
Divorced
0
PhD
Employed
9.414535
Suburban
Basic
1
13
689
8
2022-05-28 15:21:39.086123
Good
Yes
Daily
Apartment
614
1,166,908
25
Male
7,984
Single
2
High School
null
45.947423
Suburban
Premium
null
18
673
3
2021-10-11 15:21:39.087123
Poor
No
Weekly
House
712
1,166,909
37
Male
39,267
Married
3
PhD
null
5.386684
Suburban
Comprehensive
1
10
707
8
2020-12-18 15:21:39.290098
Good
Yes
Monthly
House
1,628
1,166,910
46
Male
46,269
Married
0
Master's
Unemployed
21.238527
Urban
Basic
0
7
658
1
2022-05-08 15:21:39.251142
Poor
Yes
Rarely
House
1,213
1,166,911
30
Female
26,730
Married
4
Bachelor's
Employed
25.388856
Suburban
Basic
2
16
846
1
2020-12-22 15:21:39.155231
Good
Yes
Monthly
Apartment
142
1,166,912
58
Male
3,484
Married
4
High School
Self-Employed
34.096249
Rural
Comprehensive
2
11
626
4
2021-11-22 15:21:39.264504
Good
No
Weekly
Condo
912
1,166,913
52
Female
25,602
Married
2
Bachelor's
Unemployed
26.912138
Rural
Basic
null
13
612
9
2022-09-30 15:21:39.181605
Poor
No
Weekly
House
1,634
1,166,914
32
Male
9,121
Divorced
1
Master's
Employed
19.912433
Suburban
Comprehensive
0
7
837
5
2021-11-27 15:21:39.102694
Good
No
Daily
Apartment
2,083
1,166,915
59
Male
64,985
Single
0
High School
Employed
33.108945
Rural
Premium
2
2
636
6
2020-05-18 15:21:39.259788
Poor
Yes
Rarely
Condo
1,847
1,166,916
19
Female
104,058
Married
3
Bachelor's
Unemployed
40.162856
Rural
Premium
null
10
591
6
2023-07-13 15:21:39.261856
Good
Yes
Monthly
Apartment
119
1,166,917
28
Male
2,989
Married
3
High School
Unemployed
24.016434
Rural
Basic
null
17
773
1
2024-01-25 15:21:39.155231
Poor
No
Weekly
Condo
23
1,166,918
54
Female
44,941
Married
3
PhD
Employed
16.332049
Suburban
Premium
1
5
556
9
2020-11-03 15:21:39.168099
Average
Yes
Monthly
Condo
491
1,166,919
29
Female
1,208
Married
4
Master's
Self-Employed
null
Urban
Comprehensive
0
12
756
4
2021-01-12 15:21:39.237118
Good
No
Daily
Apartment
619
1,166,920
46
Female
131,741
Married
0
High School
Unemployed
43.568719
Urban
Premium
2
4
463
7
2024-06-02 15:21:39.130190
Good
No
Monthly
Condo
2,385
1,166,921
18
Female
1,457
Single
2
Master's
null
12.664365
Suburban
Premium
3
16
551
4
2022-08-23 15:21:39.237118
null
No
Weekly
Apartment
381
1,166,922
55
Male
2,558
Single
null
Master's
Unemployed
35.689611
Urban
Comprehensive
null
12
637
6
2023-05-08 15:21:39.094752
Poor
Yes
Daily
House
2,982
1,166,923
49
Male
10,116
Single
2
Master's
Unemployed
18.081899
Rural
Basic
0
1
588
5
2019-11-10 15:21:39.155231
Poor
No
Monthly
Apartment
106
1,166,924
51
Female
44,937
Divorced
3
Bachelor's
Unemployed
32.288819
Rural
Basic
1
13
776
8
2019-09-03 15:21:39.191219
Good
No
Weekly
Apartment
1,067
1,166,925
59
Male
33,247
Married
null
PhD
Self-Employed
8.948128
Suburban
Comprehensive
0
5
616
8
2022-11-16 15:21:39.134960
Average
Yes
Rarely
Apartment
1,361
1,166,926
40
Female
40,454
Married
1
Master's
null
47.334743
Urban
Comprehensive
2
9
477
8
2024-01-07 15:21:39.133866
Average
Yes
Monthly
House
1,177
1,166,927
54
Male
19,403
Divorced
3
Bachelor's
Employed
47.641013
Suburban
Premium
null
12
610
1
2023-06-15 15:21:39.283783
null
Yes
Rarely
Condo
2,034
1,166,928
22
Male
31,005
Single
3
High School
Self-Employed
3.38244
Urban
Basic
3
7
null
5
2022-08-13 15:21:39.117183
Poor
Yes
Weekly
Apartment
975
1,166,929
40
Female
4,469
Single
2
PhD
Employed
28.126433
Urban
Premium
1
19
447
8
2022-03-06 15:21:39.237118
Average
No
Weekly
House
2,136
1,166,930
54
Male
143,730
Single
0
Bachelor's
Unemployed
36.739677
Urban
Comprehensive
0
8
471
5
2021-11-15 15:21:39.079128
null
No
Rarely
Condo
733
1,166,931
58
Female
1,588
Single
0
PhD
Self-Employed
34.177825
Urban
Basic
2
9
725
3
2023-08-12 15:21:39.148733
Good
No
Rarely
House
1,360
1,166,932
34
Male
15,916
Single
0
Bachelor's
Employed
13.170864
Suburban
Basic
null
9
497
4
2023-05-18 15:21:39.282785
Average
No
Weekly
Apartment
246
1,166,933
37
Female
16,649
Married
4
High School
Unemployed
50.688727
Rural
Comprehensive
3
17
464
5
2021-10-21 15:21:39.256696
null
No
Daily
Apartment
2,362
1,166,934
48
Female
29,593
Divorced
2
High School
Employed
30.91439
Urban
Premium
2
16
744
6
2021-12-26 15:21:39.225916
Poor
Yes
Daily
Apartment
982
1,166,935
60
Female
7,073
Divorced
4
High School
Self-Employed
9.813179
Suburban
Premium
null
11
766
5
2022-09-21 15:21:39.237118
Good
Yes
Daily
House
128
1,166,936
36
Female
38,969
Divorced
1
PhD
Self-Employed
19.295502
Urban
Premium
0
16
812
3
2020-10-20 15:21:39.187211
Average
No
Rarely
Condo
320
1,166,937
61
Female
84,839
Married
2
PhD
null
23.14013
Urban
Premium
0
2
567
3
2024-01-15 15:21:39.233998
Average
Yes
Weekly
Apartment
111
1,166,938
59
Male
111,930
Divorced
2
PhD
null
26.62469
Suburban
Premium
3
11
675
3
2020-01-04 15:21:39.172097
Average
Yes
Rarely
House
101
1,166,939
48
Female
28,197
Married
0
PhD
Self-Employed
21.413867
Rural
Basic
1
13
645
3
2020-03-15 15:21:39.172097
Good
No
Daily
House
1,450
1,166,940
61
Male
40,358
Married
4
PhD
null
7.509867
Suburban
Premium
1
17
668
8
2022-03-12 15:21:39.097737
Good
Yes
Daily
Apartment
1,745
1,166,941
64
Male
17,096
Divorced
1
Bachelor's
Unemployed
9.749492
Urban
Comprehensive
1
13
null
1
2022-10-06 15:21:39.155231
Good
Yes
Weekly
House
739
1,166,942
42
Male
15,188
Divorced
2
Master's
Employed
10.917952
Urban
Basic
null
18
773
6
2020-02-16 15:21:39.231531
Good
Yes
Daily
Apartment
1,358
1,166,943
19
Male
18,093
Single
null
Master's
null
37.908417
Rural
Comprehensive
null
19
734
9
2021-07-02 15:21:39.285112
Good
Yes
Monthly
Condo
716
1,166,944
37
Female
20,372
Divorced
3
High School
Self-Employed
42.893167
Urban
Basic
1
14
452
8
2021-07-14 15:21:39.172097
Average
Yes
Monthly
Condo
28
1,166,945
53
Female
57,388
Married
0
PhD
Employed
42.776927
Rural
Premium
null
19
453
2
2024-05-25 15:21:39.134960
Average
No
Weekly
Apartment
3,188
1,166,946
60
Male
62,795
Married
3
Bachelor's
Unemployed
22.979504
Urban
Comprehensive
1
13
740
2
2024-05-06 15:21:39.125660
Good
Yes
Weekly
Apartment
293
1,166,947
32
Male
100,790
Divorced
0
PhD
null
42.002807
Urban
Comprehensive
1
0
666
6
2024-02-07 15:21:39.081504
Average
Yes
Daily
Apartment
296
1,166,948
63
Female
null
Married
2
Bachelor's
null
9.979613
Rural
Premium
1
12
368
3
2020-02-01 15:21:39.201446
Good
Yes
Rarely
Apartment
1,071
1,166,949
18
Male
82,315
Married
2
High School
Unemployed
null
Urban
Comprehensive
1
2
595
2
2021-03-17 15:21:39.134960
Good
No
Daily
Apartment
40
1,166,950
44
Male
6,960
Single
3
PhD
Unemployed
46.044446
Suburban
Basic
1
11
603
5
2020-01-24 15:21:39.134960
Average
No
Daily
Condo
991
1,166,951
null
Male
140,615
Single
0
Bachelor's
Employed
20.250197
Suburban
Basic
2
4
420
5
2022-05-17 15:21:39.172097
Average
Yes
Rarely
Apartment
2,225
1,166,952
58
Male
44,385
Single
null
Bachelor's
Unemployed
15.085663
Suburban
Basic
3
4
549
3
2023-09-17 15:21:39.152732
Poor
No
Rarely
Apartment
832
1,166,953
46
Female
40,585
Married
2
Master's
Self-Employed
17.917287
Rural
Premium
null
2
635
6
2020-08-02 15:21:39.177724
Average
Yes
Monthly
House
2,539
1,166,954
54
Female
18,594
Divorced
0
PhD
Unemployed
40.965345
Rural
Comprehensive
0
10
523
4
2021-07-17 15:21:39.134960
Good
No
Monthly
House
1,822
1,166,955
37
Male
14,079
Divorced
4
High School
Self-Employed
23.764429
Urban
Premium
null
0
326
6
2022-05-26 15:21:39.182597
Poor
No
Weekly
Condo
1,460
1,166,956
61
Female
12,963
Married
1
Bachelor's
Unemployed
47.984281
Rural
Basic
2
15
483
9
2019-09-09 15:21:39.175719
Poor
Yes
Rarely
Condo
101
1,166,957
60
Female
39,200
Married
2
Bachelor's
null
14.986124
Rural
Premium
null
5
581
2
2024-08-04 15:21:39.169102
Average
Yes
Weekly
Condo
751
1,166,958
63
Male
44,729
Married
1
PhD
Employed
37.482802
Urban
Premium
null
11
491
7
2024-01-10 15:21:39.283783
Poor
Yes
Monthly
House
1,199
1,166,959
54
Female
68,598
Divorced
2
PhD
Unemployed
51.315811
Suburban
Comprehensive
0
13
634
3
2024-02-07 15:21:39.226954
Poor
Yes
Monthly
House
3,973
1,166,960
null
Male
92,586
null
0
High School
null
21.386831
Urban
Premium
3
0
517
1
2021-01-11 15:21:39.178918
Average
Yes
Rarely
Condo
563
1,166,961
56
Male
830
Divorced
3
High School
Unemployed
25.994356
Urban
Comprehensive
2
2
755
6
2022-05-25 15:21:39.094752
Good
Yes
Daily
Apartment
110
1,166,962
22
Male
28,161
Single
1
High School
Employed
49.534758
Urban
Basic
null
9
742
1
2022-05-17 15:21:39.272456
Good
Yes
Monthly
Condo
882
1,166,963
27
Female
1,266
Divorced
1
Master's
null
null
Rural
Basic
3
14
null
2
2019-10-29 15:21:39.176717
Poor
No
Rarely
Apartment
3,240
1,166,964
24
Male
1,592
Divorced
2
Bachelor's
null
35.754569
Suburban
Basic
2
9
657
9
2021-08-06 15:21:39.134960
Average
Yes
Daily
House
382
1,166,965
46
Female
10,188
Married
4
High School
Employed
18.988646
Suburban
Comprehensive
0
11
498
8
2021-03-30 15:21:39.155231
Good
No
Daily
Condo
1,112
1,166,966
21
Female
null
Married
3
PhD
Unemployed
18.425637
Rural
Premium
1
11
562
6
2022-09-05 15:21:39.134960
null
No
Rarely
House
397
1,166,967
58
Female
90,845
Married
1
PhD
Employed
31.373788
Rural
Premium
null
2
432
8
2020-01-23 15:21:39.253660
Poor
No
Monthly
Apartment
693
1,166,968
47
Male
28,307
Divorced
3
Master's
Unemployed
33.936593
Suburban
Comprehensive
1
10
757
7
2020-12-14 15:21:39.121169
Average
Yes
Rarely
Condo
755
1,166,969
46
Female
null
null
2
Master's
Unemployed
37.167721
Suburban
Basic
0
7
394
2
2019-11-12 15:21:39.134960
Poor
No
Daily
Apartment
1,193
1,166,970
28
Female
1,067
Married
4
PhD
Employed
null
Urban
Comprehensive
2
3
784
6
2023-07-05 15:21:39.192212
Good
No
Weekly
House
1,059
1,166,971
48
Female
10,879
Divorced
2
Master's
Self-Employed
39.745812
Suburban
Premium
0
19
573
3
2020-12-16 15:21:39.115178
Good
Yes
Monthly
Condo
1,049
1,166,972
59
Female
19,045
Married
3
PhD
Unemployed
47.717854
Suburban
Comprehensive
0
19
712
7
2024-04-19 15:21:39.182597
Average
Yes
Monthly
Apartment
1,337
1,166,973
24
Female
122,689
Single
3
Master's
null
42.076986
Suburban
Comprehensive
0
18
652
4
2023-04-21 15:21:39.272456
Good
No
Monthly
Apartment
48
1,166,974
45
Male
13,791
Married
1
High School
null
null
Rural
Comprehensive
2
5
797
9
2021-08-11 15:21:39.111551
Good
No
Monthly
Condo
2,210
1,166,975
41
Male
2,420
Single
1
High School
Employed
30.869364
Suburban
Basic
2
16
489
1
2021-08-13 15:21:39.121169
Good
Yes
Daily
Condo
952
1,166,976
56
Male
3,735
Single
0
Bachelor's
Self-Employed
11.746281
Urban
Comprehensive
2
14
807
4
2024-08-08 15:21:39.264504
Average
No
Monthly
Apartment
494
1,166,977
null
Female
41,427
Single
null
PhD
Unemployed
16.687818
Urban
Basic
2
3
682
1
2023-04-05 15:21:39.256696
Average
No
Monthly
Apartment
1,242
1,166,978
32
Female
44,743
Divorced
0
Bachelor's
Self-Employed
32.44354
Rural
Premium
0
10
688
8
2019-12-07 15:21:39.155231
Average
No
Weekly
Apartment
2,122
1,166,979
41
Female
4,813
Divorced
null
Bachelor's
Self-Employed
19.07157
Suburban
Comprehensive
0
11
598
9
2020-02-20 15:21:39.237118
Average
Yes
Monthly
Apartment
50
1,166,980
47
Male
33,633
Single
3
Master's
Unemployed
48.858388
Suburban
Comprehensive
1
16
493
5
2024-02-25 15:21:39.237118
Average
No
Weekly
Apartment
688
1,166,981
53
Male
11,748
Divorced
4
PhD
null
35.749645
Suburban
Premium
0
7
569
2
2020-04-12 15:21:39.230483
Poor
No
Rarely
Apartment
371
1,166,982
27
Male
73,062
Married
2
Master's
null
22.487652
Rural
Basic
null
2
585
5
2021-11-10 15:21:39.134960
Good
Yes
Daily
House
391
1,166,983
64
Female
16,087
Married
4
High School
Self-Employed
27.979661
Rural
Basic
null
10
707
4
2022-05-12 15:21:39.146733
Poor
No
Monthly
Apartment
553
1,166,984
43
Female
43,832
Divorced
2
Master's
Unemployed
40.412846
Suburban
Comprehensive
null
16
587
7
2022-11-22 15:21:39.276901
Good
No
Weekly
House
590
1,166,985
46
Male
66,429
Married
4
Bachelor's
Self-Employed
29.251106
Suburban
Basic
1
0
495
2
2024-08-04 15:21:39.217387
Poor
Yes
Rarely
House
2,094
1,166,986
34
Male
12,591
Divorced
3
Bachelor's
Self-Employed
19.619223
Urban
Basic
null
16
547
9
2022-04-11 15:21:39.276901
Good
Yes
Daily
Apartment
1,263
1,166,987
37
Female
94,567
Married
3
PhD
null
13.184592
Rural
Basic
null
10
383
5
2022-09-18 15:21:39.252145
Good
No
Monthly
Condo
814
1,166,988
64
Male
16,801
Married
1
Master's
Self-Employed
26.353073
Urban
Premium
0
17
725
2
2024-01-06 15:21:39.172097
Good
No
Daily
Apartment
128
1,166,989
26
Male
15,776
Single
0
Bachelor's
Self-Employed
22.079649
Urban
Premium
null
2
607
1
2022-04-19 15:21:39.220389
Average
No
Weekly
House
1,616
1,166,990
31
Male
16,785
Single
4
High School
Self-Employed
null
Urban
Premium
null
14
653
2
2020-07-07 15:21:39.133866
Average
Yes
Monthly
Condo
712
1,166,991
63
Male
29,795
Married
2
Master's
Self-Employed
28.985517
Suburban
Basic
1
6
557
4
2020-05-02 15:21:39.134960
Average
Yes
Weekly
Apartment
604
1,166,992
31
Female
43,854
Single
4
Master's
Employed
null
Urban
Premium
1
2
308
1
2023-12-23 15:21:39.196387
Poor
Yes
Daily
Condo
686
1,166,993
37
Female
134,859
Married
2
Master's
Self-Employed
38.670123
Suburban
Premium
3
2
456
4
2021-12-12 15:21:39.123711
Average
Yes
Weekly
House
3,381
1,166,994
32
Male
1,027
Single
0
Bachelor's
Self-Employed
37.295586
Urban
Premium
4
9
647
4
2021-11-15 15:21:39.134960
Average
Yes
Rarely
House
626
1,166,995
43
Male
2,445
Married
3
PhD
null
6.609613
Urban
Comprehensive
2
5
573
8
2022-11-26 15:21:39.265513
Poor
Yes
Monthly
Condo
873
1,166,996
60
Male
3,436
Divorced
3
PhD
null
3.836633
Suburban
Basic
null
1
454
2
2023-03-08 15:21:39.119168
Average
Yes
Weekly
Apartment
1,806
1,166,997
37
Female
14,698
Single
4
High School
null
15.955152
Suburban
Comprehensive
1
3
810
8
2020-07-26 15:21:39.222387
Good
Yes
Daily
Condo
542
1,166,998
37
Male
2,369
Divorced
1
Bachelor's
null
28.742105
Urban
Premium
null
7
438
1
2021-07-07 15:21:39.155231
null
No
Weekly
House
438
1,166,999
23
Female
24,932
Single
0
High School
Self-Employed
49.739385
Suburban
Basic
0
9
730
6
2023-06-19 15:21:39.093681
Poor
Yes
Rarely
House
662