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
43,900
40
Female
33,243
Divorced
null
PhD
null
25.386781
Urban
Comprehensive
1
10
665
9
2023-09-22 15:21:39.172097
Good
Yes
Weekly
Condo
821
43,901
49
Female
4,971
Married
4
Master's
Unemployed
null
Suburban
Basic
2
14
581
5
2023-06-22 15:21:39.095696
Poor
No
Rarely
Apartment
612
43,902
33
Male
5,872
Single
1
High School
Self-Employed
19.991205
Rural
Premium
0
17
null
9
2020-07-02 15:21:39.130190
Average
No
Daily
House
40
43,903
30
Male
362
Divorced
1
Bachelor's
Unemployed
32.624472
Urban
Premium
1
5
548
3
2020-10-02 15:21:39.273973
Poor
Yes
Monthly
Condo
4,891
43,904
52
Female
1,144
Single
null
PhD
Employed
25.302031
Rural
Comprehensive
null
3
510
3
2023-09-21 15:21:39.085129
Good
No
Weekly
House
1,386
43,905
64
Male
27,176
Divorced
2
Master's
null
11.935106
Urban
Premium
null
4
727
7
2020-05-29 15:21:39.155231
Average
No
Rarely
Condo
218
43,906
45
Female
null
Divorced
0
Master's
Self-Employed
9.291412
Suburban
Comprehensive
0
0
803
8
2020-09-20 15:21:39.134960
Good
Yes
Weekly
Apartment
240
43,907
23
Male
19,223
Married
1
Bachelor's
Employed
51.98355
Urban
Premium
0
15
333
6
2019-10-16 15:21:39.154008
Average
No
Monthly
House
455
43,908
47
Female
6,960
Single
4
Master's
null
18.769889
Urban
Basic
1
6
696
5
2022-07-24 15:21:39.152732
Poor
No
Daily
Apartment
1,403
43,909
64
Female
2,912
Married
2
High School
Self-Employed
null
Rural
Premium
0
17
632
6
2024-05-03 15:21:39.155231
Average
No
Rarely
House
434
43,910
58
Female
16,887
Married
null
Bachelor's
Self-Employed
21.827962
Rural
Basic
1
16
null
6
2019-09-07 15:21:39.114118
null
No
Rarely
Apartment
688
43,911
60
Male
4,536
Single
1
PhD
Unemployed
31.05851
Suburban
Premium
null
17
515
3
2023-12-10 15:21:39.174719
Average
No
Daily
Apartment
49
43,912
62
Male
18,704
Divorced
0
Bachelor's
Self-Employed
46.75261
Urban
Comprehensive
0
4
702
1
2021-05-27 15:21:39.206847
Poor
No
Rarely
Condo
651
43,913
49
Female
35,753
Single
2
High School
null
28.049313
Suburban
Basic
0
13
439
4
2020-01-13 15:21:39.155231
Good
Yes
Weekly
Apartment
462
43,914
54
Male
14,284
Divorced
2
High School
Employed
14.699839
Urban
Premium
null
13
590
4
2024-05-06 15:21:39.154008
Good
No
Rarely
Condo
550
43,915
60
Male
5,911
Divorced
0
Bachelor's
Unemployed
14.318818
Rural
Basic
0
0
753
8
2023-10-28 15:21:39.237118
null
No
Rarely
Apartment
1,083
43,916
26
Male
9,917
Divorced
null
PhD
Self-Employed
29.064974
Suburban
Premium
2
16
641
9
2020-02-04 15:21:39.237118
Good
Yes
Rarely
Apartment
1,499
43,917
41
Male
50,734
Divorced
null
High School
Unemployed
46.936144
Suburban
Basic
null
13
646
9
2021-03-21 15:21:39.155231
Good
No
Weekly
Apartment
176
43,918
24
Male
3,966
Single
1
Bachelor's
Employed
39.754523
Rural
Basic
null
17
689
7
2022-04-09 15:21:39.237118
Poor
Yes
Monthly
House
2,077
43,919
40
Female
3,815
null
4
Master's
null
19.075664
Urban
Basic
3
8
751
8
2019-12-11 15:21:39.182597
Poor
No
Daily
Condo
491
43,920
63
Female
10,599
Divorced
1
PhD
null
37.66477
Suburban
Premium
null
19
514
7
2020-06-12 15:21:39.093681
Poor
Yes
Weekly
Apartment
138
43,921
44
Male
2,676
Married
0
Bachelor's
Self-Employed
null
Urban
Comprehensive
0
12
757
4
2024-04-08 15:21:39.134960
Poor
No
Daily
Apartment
983
43,922
46
Male
24,388
Divorced
0
Bachelor's
null
23.520014
Rural
Comprehensive
null
13
693
9
2020-01-04 15:21:39.276388
Good
No
Monthly
House
825
43,923
52
Female
46,217
Married
2
Master's
Unemployed
27.957673
Rural
Basic
0
2
629
9
2023-06-03 15:21:39.170099
Average
No
Weekly
Condo
532
43,924
41
Female
17,069
Married
0
Master's
null
25.054949
Suburban
Premium
0
4
717
7
2023-08-01 15:21:39.155231
Good
No
Daily
Condo
904
43,925
44
Female
1,688
Single
2
Master's
null
32.819119
Suburban
Comprehensive
1
6
682
7
2020-10-21 15:21:39.134960
null
Yes
Monthly
Apartment
1,217
43,926
22
Female
24,997
Divorced
null
High School
Unemployed
16.534408
Rural
Premium
1
15
728
4
2024-02-18 15:21:39.245086
null
No
Daily
Condo
1,071
43,927
58
Female
24,996
Single
3
Bachelor's
Self-Employed
21.009999
Rural
Premium
0
13
518
1
2021-11-09 15:21:39.230483
Good
No
Daily
Condo
3,066
43,928
27
Male
17,774
Married
null
Master's
Employed
null
Suburban
Basic
0
10
787
7
2021-08-11 15:21:39.154008
Average
No
Monthly
Apartment
807
43,929
20
Male
25,011
Single
4
Master's
null
20.09002
Rural
Basic
1
1
769
4
2020-04-07 15:21:39.134960
Good
Yes
Monthly
Apartment
1,245
43,930
51
Female
91,315
Single
3
PhD
null
12.447784
Suburban
Premium
1
18
617
5
2022-10-31 15:21:39.273973
Good
No
Weekly
Condo
317
43,931
54
Male
3,408
Single
1
Master's
Employed
null
Suburban
Comprehensive
null
2
846
9
2022-04-11 15:21:39.155231
Good
No
Daily
Apartment
1,441
43,932
40
Female
59,800
Married
3
PhD
null
39.819228
Suburban
Comprehensive
0
9
379
2
2019-09-14 15:21:39.205850
Good
No
Daily
Apartment
1,504
43,933
22
Female
19,025
Married
null
PhD
Self-Employed
28.162441
Rural
Basic
3
17
843
1
2020-11-18 15:21:39.260856
Poor
No
Monthly
House
85
43,934
34
Female
37,374
Single
0
Bachelor's
Unemployed
7.78228
Urban
Premium
1
7
648
9
2023-04-02 15:21:39.132191
Good
Yes
Weekly
Condo
2,737
43,935
50
Male
3,901
Married
2
PhD
null
24.056727
Urban
Comprehensive
null
1
408
6
2020-03-02 15:21:39.280784
Average
Yes
Monthly
Apartment
1,805
43,936
56
Male
54,499
Single
0
PhD
Unemployed
33.572167
Urban
Basic
2
9
438
5
2020-08-11 15:21:39.164044
Good
Yes
Weekly
Apartment
489
43,937
35
Female
16,853
Married
2
High School
Employed
25.991518
Rural
Premium
1
0
759
3
2020-02-14 15:21:39.173834
Good
Yes
Weekly
Apartment
472
43,938
29
Female
35,699
Single
0
High School
Self-Employed
23.534965
Urban
Comprehensive
3
7
635
2
2021-02-11 15:21:39.104139
Average
No
Rarely
Condo
353
43,939
22
Female
23,991
Single
2
High School
Self-Employed
22.282824
Suburban
Comprehensive
null
15
806
4
2021-07-18 15:21:39.188220
Good
Yes
Monthly
Condo
837
43,940
36
Male
9,871
Single
2
PhD
Self-Employed
39.44307
Rural
Comprehensive
null
5
431
4
2024-01-23 15:21:39.192212
Poor
No
Daily
Condo
1,219
43,941
27
Female
17,553
Single
3
PhD
Self-Employed
34.966284
Rural
Comprehensive
null
6
814
2
2023-11-01 15:21:39.201446
Poor
No
Rarely
Apartment
38
43,942
42
Female
134,847
Divorced
2
Master's
Self-Employed
12.493137
Rural
Basic
2
17
680
5
2020-08-11 15:21:39.165120
null
Yes
Monthly
House
749
43,943
63
Male
6,835
Divorced
2
Master's
null
32.663556
Urban
Comprehensive
null
0
494
4
2023-05-26 15:21:39.168099
Good
No
Daily
Apartment
2,975
43,944
21
Male
14,085
Divorced
0
Bachelor's
null
7.394525
Urban
Comprehensive
0
8
686
2
2023-05-22 15:21:39.134960
Average
Yes
Daily
Apartment
477
43,945
47
Female
27,463
Married
null
PhD
null
43.865983
Suburban
Premium
1
0
713
1
2020-04-04 15:21:39.092127
Average
Yes
Weekly
Apartment
835
43,946
54
Female
14,739
Divorced
0
Bachelor's
Employed
6.764487
Rural
Premium
0
15
706
9
2020-01-06 15:21:39.122134
Average
No
Monthly
Apartment
511
43,947
62
Male
18,638
Single
2
PhD
Self-Employed
39.749731
Urban
Premium
null
6
410
1
2022-08-01 15:21:39.093681
Average
Yes
Rarely
Apartment
1,766
43,948
28
Male
60,907
Married
0
PhD
Self-Employed
19.065128
Rural
Comprehensive
null
7
449
6
2023-04-10 15:21:39.186212
Average
Yes
Weekly
Apartment
1,233
43,949
37
Female
82,717
Married
1
PhD
Employed
9.917935
Rural
Premium
null
13
604
1
2020-01-12 15:21:39.176717
null
Yes
Rarely
Apartment
2,064
43,950
62
Female
93,565
Married
2
High School
Employed
19.918184
Urban
Basic
4
1
657
9
2020-06-07 15:21:39.155231
Good
Yes
Weekly
Apartment
30
43,951
56
Female
null
Single
0
Master's
Unemployed
51.929127
Suburban
Basic
2
7
693
1
2021-08-22 15:21:39.134960
Average
No
Monthly
Condo
1,849
43,952
46
Male
null
Divorced
2
High School
Self-Employed
26.885955
Suburban
Premium
2
1
403
7
2020-09-05 15:21:39.079128
Poor
No
Monthly
Apartment
708
43,953
53
Female
706
Married
0
Master's
Unemployed
10.656065
Suburban
Comprehensive
null
5
477
1
2020-02-25 15:21:39.092127
Average
No
Monthly
House
2,344
43,954
46
Female
16,087
Married
2
Bachelor's
Unemployed
41.602984
Urban
Comprehensive
null
19
774
1
2022-04-01 15:21:39.274993
null
Yes
Monthly
Apartment
1,098
43,955
39
Female
23,168
Divorced
4
Bachelor's
Employed
20.858243
Rural
Comprehensive
1
8
635
8
2022-06-27 15:21:39.261856
Average
No
Monthly
House
115
43,956
32
Male
25,471
Single
3
Bachelor's
null
14.923759
Urban
Premium
0
10
436
2
2024-08-15 15:21:39.252145
Good
No
Rarely
Apartment
2,363
43,957
42
Male
15,143
null
1
PhD
null
26.127321
Urban
Comprehensive
2
6
324
5
2022-09-12 15:21:39.217387
null
Yes
Weekly
Condo
689
43,958
19
Female
6,575
Divorced
4
Master's
Employed
12.814357
Urban
Premium
1
2
549
8
2022-09-05 15:21:39.125660
Good
Yes
Daily
House
860
43,959
40
Female
18,704
Single
0
Bachelor's
Employed
29.185573
Urban
Premium
2
13
743
6
2020-01-20 15:21:39.098696
Poor
No
Monthly
House
2,105
43,960
64
Female
2,576
Single
3
Master's
Unemployed
38.876555
Suburban
Premium
2
12
481
3
2022-03-27 15:21:39.287115
Good
No
Monthly
Apartment
805
43,961
62
Female
96,601
Single
2
Bachelor's
Employed
null
Suburban
Premium
1
16
471
4
2021-07-31 15:21:39.263607
null
No
Daily
House
1,487
43,962
42
Female
469
Married
2
High School
Self-Employed
34.183043
Rural
Comprehensive
null
5
479
9
2021-04-13 15:21:39.093681
Poor
Yes
Daily
Condo
1,354
43,963
27
Female
658
Divorced
1
Master's
Employed
35.444564
Rural
Basic
0
18
491
5
2024-02-17 15:21:39.237118
Average
Yes
Rarely
Apartment
1,107
43,964
37
Male
25,166
Divorced
1
Bachelor's
Employed
6.291228
Urban
Comprehensive
2
11
470
4
2020-04-05 15:21:39.108562
Average
Yes
Rarely
Apartment
749
43,965
28
Male
116,574
Divorced
null
Master's
Employed
3.716137
Urban
Premium
null
6
596
3
2020-04-05 15:21:39.226954
Good
No
Weekly
House
382
43,966
34
Female
29,127
Divorced
4
High School
null
33.936597
Suburban
Basic
0
1
571
3
2022-09-01 15:21:39.146733
Poor
No
Rarely
Condo
584
43,967
47
Female
106,693
Married
1
PhD
Employed
32.867891
Suburban
Basic
null
13
442
9
2023-08-19 15:21:39.237118
Average
Yes
Monthly
Condo
1,358
43,968
35
Male
56,890
Single
null
High School
Unemployed
33.534837
Urban
Basic
0
15
313
3
2019-09-30 15:21:39.134960
Average
No
Rarely
House
2,524
43,969
43
Female
40,978
Divorced
3
High School
Employed
27.385059
Suburban
Comprehensive
0
17
661
4
2021-12-16 15:21:39.121169
Good
Yes
Monthly
Apartment
1,205
43,970
27
Female
3,249
Single
2
PhD
Employed
17.551041
Urban
Premium
1
14
497
7
2023-07-05 15:21:39.286113
Good
Yes
Monthly
House
2,915
43,971
56
Male
18,053
Single
2
Bachelor's
Unemployed
10.330131
Urban
Basic
null
13
781
4
2023-08-17 15:21:39.226954
Good
No
Rarely
Apartment
603
43,972
34
Male
null
Married
0
PhD
Self-Employed
14.092916
Rural
Basic
1
17
507
6
2021-03-05 15:21:39.172097
Good
No
Weekly
House
2,623
43,973
56
Female
64,260
Divorced
3
Bachelor's
null
14.09591
Suburban
Basic
null
11
433
9
2021-08-01 15:21:39.086123
Good
No
Monthly
House
179
43,974
50
Female
15,279
Married
4
High School
null
19.673768
Urban
Basic
0
11
691
1
2024-04-08 15:21:39.144722
Good
Yes
Daily
Condo
27
43,975
45
Male
15,333
Married
0
High School
Employed
36.682174
Rural
Basic
2
0
653
4
2022-09-08 15:21:39.196387
Poor
Yes
Weekly
Condo
1,604
43,976
26
Female
20,976
Single
2
Master's
null
39.142631
Urban
Basic
0
7
840
8
2021-11-03 15:21:39.192212
Good
Yes
Rarely
Condo
712
43,977
53
Male
9,907
Single
1
PhD
null
28.977786
Rural
Basic
0
1
null
4
2020-09-03 15:21:39.155231
Poor
No
Daily
Apartment
99
43,978
50
Female
6,058
Divorced
1
PhD
null
36.783824
Rural
Comprehensive
null
4
732
7
2023-09-19 15:21:39.096739
Poor
Yes
Weekly
House
863
43,979
24
Female
121,855
Divorced
4
PhD
Employed
24.985566
Suburban
Basic
null
12
350
8
2023-05-31 15:21:39.155231
Good
No
Weekly
Condo
1,152
43,980
18
Male
2,499
Divorced
1
Master's
null
47.386944
Urban
Comprehensive
0
15
508
2
2023-09-15 15:21:39.088124
Poor
No
Weekly
Condo
694
43,981
42
Female
7,586
Divorced
4
Master's
null
21.80763
Suburban
Premium
0
14
646
1
2020-08-22 15:21:39.096739
Poor
Yes
Daily
Condo
1,445
43,982
64
Male
1,592
Divorced
2
Bachelor's
Unemployed
13.82925
Rural
Comprehensive
1
13
547
4
2023-07-03 15:21:39.092127
Good
No
Daily
Condo
129
43,983
50
Male
1,576
Married
3
Bachelor's
Employed
13.98706
Urban
Basic
0
4
397
4
2024-08-13 15:21:39.155231
Good
Yes
Monthly
House
1,686
43,984
29
Male
17,793
Divorced
0
PhD
null
49.745814
Urban
Basic
null
6
686
5
2021-11-27 15:21:39.134960
Good
No
Rarely
Apartment
681
43,985
26
Female
1,423
Married
4
High School
null
33.639878
Urban
Premium
null
12
752
6
2024-06-19 15:21:39.167099
Poor
No
Daily
Condo
34
43,986
26
Male
15,459
Married
3
Bachelor's
Self-Employed
20.476915
Urban
Premium
0
7
336
7
2021-04-25 15:21:39.166062
Average
Yes
Rarely
Apartment
1,324
43,987
50
Female
10,116
Single
4
Master's
Employed
28.776309
Suburban
Basic
null
8
602
9
2021-01-16 15:21:39.148733
Poor
Yes
Daily
House
2,528
43,988
19
Male
24,366
null
4
Bachelor's
Unemployed
20.783939
Suburban
Premium
0
12
622
2
2021-05-18 15:21:39.115178
Poor
No
Weekly
House
1,066
43,989
44
Female
30,377
Married
3
Master's
null
35.456736
Urban
Premium
null
7
647
2
2019-10-25 15:21:39.093681
Good
Yes
Rarely
House
997
43,990
53
Female
6,186
Married
4
Bachelor's
null
18.233761
Suburban
Premium
3
13
360
9
2021-10-02 15:21:39.225916
Good
No
Weekly
Apartment
443
43,991
36
Male
9,094
Married
1
Master's
Employed
9.79698
Urban
Premium
2
14
585
5
2023-12-13 15:21:39.261856
Average
No
Monthly
Condo
2,678
43,992
49
Female
47,633
Single
2
PhD
Unemployed
12.539789
Suburban
Basic
0
4
null
9
2022-11-05 15:21:39.194829
null
Yes
Daily
Condo
233
43,993
46
Female
59,949
Single
0
Bachelor's
null
null
Rural
Premium
1
3
454
8
2024-04-30 15:21:39.134960
Poor
Yes
Weekly
Condo
1,313
43,994
35
Male
17,091
Married
3
High School
Unemployed
17.858011
Rural
Basic
1
1
658
5
2022-05-25 15:21:39.207847
Good
Yes
Rarely
Condo
787
43,995
62
Female
72,432
Divorced
2
Master's
Unemployed
45.598828
Rural
Basic
null
9
null
8
2020-02-06 15:21:39.208842
Average
No
Monthly
House
391
43,996
20
Male
10,651
Married
4
Bachelor's
Unemployed
31.814204
Urban
Premium
1
14
null
9
2023-10-01 15:21:39.155231
Poor
No
Daily
House
150
43,997
55
Female
34,746
Married
1
PhD
Employed
16.878562
Rural
Comprehensive
null
8
846
6
2022-05-02 15:21:39.261856
Average
Yes
Monthly
Condo
321
43,998
26
Female
10,832
Single
3
High School
null
25.817385
Urban
Premium
null
0
729
5
2020-02-24 15:21:39.134960
Poor
No
Weekly
Condo
521
43,999
37
Male
28,862
Married
1
Master's
Unemployed
34.966643
Urban
Premium
2
3
797
9
2019-10-25 15:21:39.155231
null
No
Monthly
Condo
2,463