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
1,158,900
51
Female
14,084
Single
1
Bachelor's
Unemployed
24.723604
Rural
Comprehensive
null
3
null
1
2022-11-23 15:21:39.181605
Poor
No
Weekly
Apartment
578
1,158,901
21
Male
15,274
Single
3
High School
Employed
42.161141
Suburban
Basic
2
18
835
4
2019-09-21 15:21:39.271453
Good
No
Weekly
Condo
940
1,158,902
56
Male
9,891
Divorced
3
Master's
Employed
37.386468
Rural
Comprehensive
1
0
741
3
2021-09-10 15:21:39.236064
Average
Yes
Monthly
House
825
1,158,903
64
Male
17,086
Single
0
Master's
Employed
11.161777
Rural
Comprehensive
null
2
839
6
2022-02-11 15:21:39.211806
Good
No
Rarely
Condo
1,377
1,158,904
19
Male
50,683
Married
4
High School
Unemployed
14.4841
Suburban
Comprehensive
2
8
606
7
2020-08-16 15:21:39.229482
null
No
Daily
Condo
3,639
1,158,905
49
Male
16,057
Divorced
1
High School
Self-Employed
32.72645
Suburban
Comprehensive
null
10
762
2
2020-08-10 15:21:39.168099
Average
No
Rarely
Condo
1,132
1,158,906
20
Female
61,850
Divorced
1
Bachelor's
Self-Employed
37.947042
Urban
Premium
2
3
553
8
2022-03-17 15:21:39.092127
Good
No
Weekly
House
2,698
1,158,907
45
Female
23,273
null
0
PhD
Self-Employed
25.261931
Rural
Comprehensive
2
17
786
4
2021-05-28 15:21:39.134960
Average
No
Weekly
Apartment
1,717
1,158,908
60
Male
30,813
Single
4
High School
null
39.760908
Suburban
Premium
0
8
570
5
2021-01-03 15:21:39.271453
Good
Yes
Weekly
House
89
1,158,909
45
Female
26,881
Divorced
4
PhD
Unemployed
36.844338
Urban
Comprehensive
null
15
null
7
2020-06-26 15:21:39.180553
Good
No
Weekly
House
1,219
1,158,910
27
Male
117,948
Divorced
2
PhD
null
32.664336
Suburban
Comprehensive
null
6
328
5
2021-01-26 15:21:39.272456
Good
Yes
Monthly
Condo
1,034
1,158,911
30
Male
2,579
null
3
Bachelor's
Self-Employed
22.387949
Rural
Comprehensive
4
11
null
9
2022-06-06 15:21:39.279729
Good
No
Monthly
House
985
1,158,912
53
Male
27,194
Married
2
PhD
Self-Employed
19.298503
Suburban
Basic
0
1
699
3
2022-08-05 15:21:39.155231
Good
Yes
Daily
Condo
817
1,158,913
37
Male
27,300
Married
3
PhD
null
17.67709
Rural
Comprehensive
0
2
787
8
2024-05-18 15:21:39.245086
Average
Yes
Daily
Condo
35
1,158,914
50
Male
39,985
Divorced
null
Bachelor's
Self-Employed
20.711709
Rural
Premium
0
12
434
4
2020-04-27 15:21:39.269494
Poor
No
Rarely
Apartment
1,377
1,158,915
40
Female
1,130
Single
null
Bachelor's
null
25.354971
Rural
Premium
2
19
null
7
2020-01-09 15:21:39.246098
Poor
No
Monthly
Condo
612
1,158,916
50
Female
1,211
Single
null
Master's
Self-Employed
null
Rural
Comprehensive
0
13
776
2
2024-01-06 15:21:39.276901
Good
Yes
Daily
Condo
649
1,158,917
57
Female
13,693
Single
3
Master's
Unemployed
19.0579
Rural
Comprehensive
2
5
null
1
2024-08-09 15:21:39.150730
Poor
Yes
Daily
Apartment
964
1,158,918
25
Male
18,791
Married
4
Bachelor's
null
12.913731
Suburban
Premium
null
8
731
5
2021-01-30 15:21:39.134960
Poor
Yes
Daily
House
1,238
1,158,919
32
Male
39,097
Divorced
0
Master's
null
34.385624
Suburban
Basic
1
7
797
5
2020-01-29 15:21:39.274993
Good
No
Weekly
Apartment
1,344
1,158,920
28
Female
6,165
Single
2
High School
Employed
49.014075
Rural
Basic
1
17
819
8
2023-10-07 15:21:39.235012
Average
No
Daily
House
3,104
1,158,921
30
Female
61,364
Married
1
Master's
null
4.385957
Suburban
Basic
null
19
null
3
2024-05-30 15:21:39.187211
null
Yes
Weekly
Apartment
3,165
1,158,922
48
Female
1,565
Single
3
High School
Self-Employed
32.986071
Rural
Comprehensive
1
7
843
7
2022-07-06 15:21:39.193769
Good
Yes
Monthly
Apartment
182
1,158,923
21
Female
30,221
Single
0
Master's
Unemployed
20.926605
Urban
Basic
2
11
null
7
2020-02-08 15:21:39.276901
Good
Yes
Monthly
Apartment
1,215
1,158,924
18
Male
2,470
Divorced
0
PhD
null
12.837762
Suburban
Basic
null
14
438
1
2020-04-20 15:21:39.204790
Poor
Yes
Daily
House
996
1,158,925
34
Male
26,279
Married
2
High School
null
36.847142
Suburban
Comprehensive
1
2
528
7
2021-12-10 15:21:39.149731
Poor
No
Rarely
Apartment
3,259
1,158,926
32
Male
5,856
Divorced
null
Bachelor's
null
5.298412
Rural
Premium
null
16
835
3
2022-06-03 15:21:39.134960
Poor
Yes
Weekly
Condo
1,607
1,158,927
22
Female
39,746
Divorced
3
PhD
Employed
32.8165
Rural
Comprehensive
1
19
564
1
2022-11-24 15:21:39.133866
Poor
Yes
Monthly
Apartment
746
1,158,928
28
Female
48,787
Single
4
Master's
Self-Employed
23.711104
Rural
Basic
1
16
401
1
2023-12-08 15:21:39.134960
Average
Yes
Daily
House
2,263
1,158,929
32
Male
34,247
Married
4
Master's
Employed
8.261828
Suburban
Basic
0
4
711
4
2021-11-24 15:21:39.186212
null
Yes
Weekly
House
1,459
1,158,930
20
Female
112,129
Married
null
Master's
Employed
13.491996
Urban
Comprehensive
0
2
334
1
2021-06-25 15:21:39.126661
Good
Yes
Daily
House
103
1,158,931
27
Male
6,801
Single
1
Master's
Self-Employed
null
Urban
Comprehensive
0
9
793
3
2019-10-19 15:21:39.273973
Poor
No
Weekly
House
2,142
1,158,932
28
Female
6,362
Divorced
null
Master's
null
37.569573
Urban
Premium
0
11
664
9
2023-07-01 15:21:39.084065
Poor
Yes
Daily
House
857
1,158,933
61
Female
114,519
Married
0
Bachelor's
Self-Employed
25.826986
Rural
Comprehensive
null
14
471
5
2020-09-04 15:21:39.126661
Poor
No
Monthly
House
2,183
1,158,934
56
Female
18,843
Divorced
1
PhD
Unemployed
19.515617
Urban
Comprehensive
null
8
789
9
2019-09-08 15:21:39.134960
Poor
Yes
Weekly
Apartment
85
1,158,935
55
Female
44,925
Single
0
PhD
Employed
35.642036
Urban
Comprehensive
1
5
711
3
2021-09-02 15:21:39.185215
Poor
Yes
Monthly
House
438
1,158,936
64
Female
17,969
Divorced
4
High School
Self-Employed
41.096022
Rural
Basic
1
17
572
4
2022-02-21 15:21:39.268507
Average
No
Monthly
House
1,069
1,158,937
54
Male
17,081
Married
3
Bachelor's
Self-Employed
39.44806
Rural
Basic
1
12
603
9
2019-11-06 15:21:39.134960
Poor
No
Rarely
Condo
1,198
1,158,938
28
Female
104,059
Married
2
Master's
Self-Employed
21.173052
Rural
Premium
2
10
368
4
2021-01-03 15:21:39.115178
Poor
Yes
Monthly
House
1,154
1,158,939
29
Female
null
Single
4
High School
Employed
29.591516
Rural
Basic
1
14
811
1
2019-09-24 15:21:39.233998
Good
No
Rarely
Apartment
110
1,158,940
32
Female
27,081
Divorced
3
Master's
null
9.940941
Rural
Comprehensive
2
2
456
5
2023-02-19 15:21:39.164044
Average
Yes
Weekly
House
2,195
1,158,941
60
Female
80,624
Single
null
PhD
Self-Employed
29.771265
Suburban
Comprehensive
2
6
null
8
2024-05-06 15:21:39.082499
null
Yes
Monthly
House
554
1,158,942
43
Male
17,073
Divorced
0
Master's
Self-Employed
50.593008
Rural
Comprehensive
1
12
545
4
2023-12-30 15:21:39.155231
Average
Yes
Weekly
House
3,244
1,158,943
23
Male
26,685
Married
0
High School
Self-Employed
27.079456
Suburban
Premium
null
16
782
1
2023-05-18 15:21:39.134960
Good
No
Rarely
Condo
825
1,158,944
64
Female
62,382
Married
2
Bachelor's
null
13.31223
Rural
Premium
1
12
413
3
2020-06-16 15:21:39.108562
Good
No
Rarely
House
553
1,158,945
44
Female
null
Married
0
Master's
Employed
27.724495
Rural
Basic
null
2
597
9
2020-12-03 15:21:39.134960
Poor
Yes
Daily
House
393
1,158,946
27
Female
48,306
Married
0
PhD
Unemployed
32.957182
Urban
Comprehensive
null
6
381
8
2020-12-09 15:21:39.220389
Poor
No
Weekly
House
395
1,158,947
52
Female
28,052
Married
1
Bachelor's
Employed
47.764383
Suburban
Comprehensive
0
7
582
3
2019-10-05 15:21:39.191219
Average
No
Weekly
Condo
2,771
1,158,948
48
Female
7,859
Single
1
High School
null
38.624654
Suburban
Premium
0
18
434
2
2021-10-13 15:21:39.261856
Average
Yes
Weekly
Condo
833
1,158,949
45
Female
14,970
Married
0
PhD
Employed
42.070135
Urban
Basic
null
14
366
6
2020-12-07 15:21:39.134960
Good
Yes
Daily
Condo
1,251
1,158,950
null
Male
27,406
null
3
Master's
Employed
30.987905
Rural
Premium
1
15
null
9
2021-05-22 15:21:39.200452
Good
No
Monthly
House
883
1,158,951
57
Female
8,638
Single
0
Bachelor's
Unemployed
17.907644
Urban
Basic
1
3
null
6
2023-05-26 15:21:39.108562
Poor
Yes
Monthly
House
422
1,158,952
46
Male
13,013
Married
1
High School
null
22.664652
Rural
Comprehensive
0
2
458
2
2021-01-19 15:21:39.274993
Good
Yes
Rarely
House
882
1,158,953
24
Female
29,377
Married
1
PhD
null
20.582705
Suburban
Basic
null
11
822
4
2021-09-18 15:21:39.134960
Poor
Yes
Monthly
House
1,141
1,158,954
36
Male
76,591
Divorced
0
High School
Employed
17.874019
Rural
Basic
1
8
null
9
2022-07-09 15:21:39.084065
Good
Yes
Monthly
Condo
261
1,158,955
54
Male
18,340
Divorced
3
PhD
Unemployed
23.964012
Suburban
Basic
2
0
564
8
2023-02-20 15:21:39.255696
Average
Yes
Weekly
Apartment
1,568
1,158,956
53
Female
27,748
Divorced
0
Bachelor's
Unemployed
25.127914
Urban
Premium
0
9
799
1
2020-05-29 15:21:39.155231
Poor
Yes
Daily
Condo
27
1,158,957
38
Female
18,171
Single
2
Master's
Self-Employed
3.862948
Urban
Basic
1
16
648
6
2021-07-30 15:21:39.170099
null
Yes
Weekly
Apartment
526
1,158,958
53
Male
106,768
Single
3
High School
Employed
16.642047
Rural
Basic
5
2
585
7
2019-10-20 15:21:39.155231
Good
Yes
Weekly
House
483
1,158,959
24
Female
82,722
Married
1
High School
null
11.844217
Suburban
Basic
0
19
383
6
2022-02-03 15:21:39.237118
Good
No
Rarely
House
792
1,158,960
36
Female
47,892
Single
0
Bachelor's
null
28.59383
Suburban
Comprehensive
null
18
390
5
2023-12-03 15:21:39.280784
Good
Yes
Daily
House
483
1,158,961
21
Male
2,379
Married
2
Master's
null
21.845783
Urban
Basic
1
16
441
8
2023-12-11 15:21:39.170099
Average
No
Rarely
Apartment
1,077
1,158,962
46
Female
54,472
Divorced
1
PhD
Employed
39.661994
Urban
Comprehensive
6
19
641
3
2021-08-22 15:21:39.106582
Average
Yes
Weekly
Condo
2,495
1,158,963
49
Female
61,203
Single
0
Master's
Self-Employed
28.904125
Rural
Comprehensive
1
7
493
4
2019-11-13 15:21:39.273454
Average
Yes
Monthly
Condo
281
1,158,964
19
Female
5,055
Married
3
PhD
null
40.689851
Urban
Comprehensive
1
7
551
6
2021-09-03 15:21:39.254678
Poor
Yes
Daily
House
2,579
1,158,965
60
Male
2,486
Divorced
2
Master's
null
33.996044
Urban
Basic
0
5
382
8
2024-01-09 15:21:39.211806
Poor
No
Rarely
Condo
828
1,158,966
31
Female
73,488
Divorced
4
Bachelor's
Unemployed
21.756022
Rural
Comprehensive
2
11
729
6
2021-03-22 15:21:39.209847
null
No
Weekly
Condo
573
1,158,967
57
Female
61,380
Divorced
3
Master's
Employed
24.848359
Urban
Basic
1
9
624
8
2022-12-26 15:21:39.175719
Good
No
Rarely
Apartment
331
1,158,968
30
Female
45,969
Divorced
2
High School
Unemployed
20.186846
Urban
Comprehensive
0
18
607
6
2021-06-30 15:21:39.265513
Poor
Yes
Daily
Condo
2,563
1,158,969
20
Male
1,169
Married
3
Master's
Employed
4.957433
Rural
Premium
0
0
null
5
2021-05-31 15:21:39.247098
Average
No
Rarely
House
119
1,158,970
52
Male
121,054
Single
1
Master's
Unemployed
16.071827
Rural
Premium
null
13
446
3
2022-01-09 15:21:39.155231
Poor
No
Monthly
House
1,221
1,158,971
54
Male
6,545
Single
4
PhD
Self-Employed
14.422825
Rural
Premium
0
3
null
3
2021-02-08 15:21:39.090124
Poor
No
Weekly
Condo
1,328
1,158,972
20
Male
68,873
Single
2
PhD
null
37.628968
Urban
Comprehensive
1
19
null
7
2021-12-21 15:21:39.165120
null
Yes
Daily
Condo
2,731
1,158,973
31
Male
928
Single
null
High School
null
14.07104
Urban
Basic
1
13
494
1
2020-06-15 15:21:39.172097
Good
No
Weekly
House
2,023
1,158,974
41
Male
40,682
Divorced
1
Bachelor's
Employed
45.456905
Suburban
Premium
null
4
829
2
2024-06-05 15:21:39.107553
Average
No
Rarely
Condo
464
1,158,975
49
Male
2,596
Single
2
High School
Self-Employed
47.250196
Urban
Basic
2
10
701
2
2023-09-11 15:21:39.104139
Poor
No
Monthly
Apartment
1,033
1,158,976
36
Female
19,175
Married
0
PhD
Unemployed
9.594798
Rural
Comprehensive
1
1
717
5
2019-12-29 15:21:39.131192
Average
Yes
Rarely
Apartment
1,836
1,158,977
55
Male
67,873
Divorced
1
PhD
Employed
null
Urban
Comprehensive
5
9
725
4
2023-08-05 15:21:39.155231
Poor
Yes
Rarely
Condo
1,223
1,158,978
44
Female
18,096
Divorced
0
High School
null
15.068089
Rural
Basic
null
15
478
5
2024-08-09 15:21:39.152732
Poor
No
Rarely
Apartment
1,801
1,158,979
63
Male
7,437
Divorced
0
Bachelor's
Unemployed
31.896293
Suburban
Premium
1
3
684
6
2024-06-14 15:21:39.280784
Good
No
Rarely
House
426
1,158,980
63
Male
4,907
Married
3
PhD
null
41.987033
Suburban
Premium
0
16
568
8
2024-02-19 15:21:39.134960
Average
No
Monthly
House
85
1,158,981
36
Male
16,560
Divorced
null
PhD
Unemployed
34.967952
Rural
Comprehensive
0
6
563
2
2023-03-11 15:21:39.097737
Poor
No
Monthly
Condo
3,439
1,158,982
31
Male
35,424
Married
0
Bachelor's
Employed
null
Rural
Basic
null
12
631
6
2019-09-08 15:21:39.218388
Average
Yes
Weekly
House
735
1,158,983
38
Male
12,776
Single
0
Master's
Employed
51.745413
Rural
Premium
1
12
426
9
2020-04-16 15:21:39.248098
Poor
Yes
Weekly
Condo
776
1,158,984
21
Male
25,481
Divorced
1
Master's
null
37.539118
Rural
Comprehensive
null
18
null
9
2021-11-03 15:21:39.155231
Poor
No
Monthly
Apartment
1,102
1,158,985
42
Male
10,803
Married
1
Master's
Unemployed
49.887023
Urban
Basic
null
15
null
1
2021-06-13 15:21:39.152732
Poor
No
Daily
Apartment
1,550
1,158,986
58
Female
2,779
Divorced
3
High School
Employed
38.901969
Suburban
Comprehensive
2
8
336
6
2021-05-19 15:21:39.250151
null
No
Monthly
House
1,007
1,158,987
36
Male
18,340
Married
1
Master's
Employed
47.464967
Rural
Basic
1
7
699
8
2022-05-10 15:21:39.237118
Poor
Yes
Weekly
House
2,864
1,158,988
58
Female
10,001
Single
3
Master's
null
8.156669
Urban
Basic
1
5
703
8
2023-07-26 15:21:39.151732
Good
Yes
Daily
Condo
1,373
1,158,989
62
Female
109,461
Married
4
PhD
Self-Employed
36.813982
Urban
Basic
null
0
391
6
2022-09-16 15:21:39.257696
Good
No
Rarely
House
1,055
1,158,990
19
Male
23,725
Married
1
High School
null
17.548518
Suburban
Premium
null
3
582
4
2021-08-02 15:21:39.176717
Average
No
Daily
House
1,682
1,158,991
52
Female
7,860
Divorced
2
PhD
Self-Employed
28.894409
Urban
Comprehensive
1
15
745
6
2022-05-06 15:21:39.264504
Average
Yes
Daily
Condo
1,403
1,158,992
51
Female
28,503
Single
4
Bachelor's
null
35.857429
Urban
Premium
0
19
754
4
2022-05-19 15:21:39.120168
Poor
No
Monthly
Condo
587
1,158,993
58
Male
91,664
Married
4
PhD
Employed
25.251406
Suburban
Basic
0
10
593
3
2020-01-28 15:21:39.095696
Poor
No
Monthly
Condo
45
1,158,994
35
Male
9,426
Divorced
3
Master's
Self-Employed
25.798544
Urban
Comprehensive
null
12
458
8
2024-01-27 15:21:39.276901
Average
No
Daily
House
391
1,158,995
33
Female
38,731
Married
0
High School
null
14.792287
Suburban
Comprehensive
0
4
579
4
2023-08-31 15:21:39.196387
Average
No
Rarely
House
1,273
1,158,996
35
Male
20,695
Single
0
High School
Unemployed
12.939343
Rural
Premium
null
13
766
4
2020-11-07 15:21:39.081504
Average
No
Daily
House
813
1,158,997
52
Female
875
Single
3
High School
Employed
32.51464
Suburban
Comprehensive
1
9
434
8
2021-08-18 15:21:39.182597
Average
Yes
Daily
Condo
1,603
1,158,998
null
Female
9,443
Divorced
4
High School
Employed
15.441998
Urban
Comprehensive
1
4
826
8
2022-03-12 15:21:39.193945
Good
Yes
Weekly
Apartment
536
1,158,999
28
Female
1,604
Married
3
PhD
Employed
21.807966
Rural
Comprehensive
null
17
681
1
2020-10-01 15:21:39.228521
Poor
No
Weekly
Condo
3,243