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
1,168,900
19
Male
3,276
Married
null
High School
null
39.164502
Urban
Basic
null
10
849
8
2021-09-21 15:21:39.230483
Average
No
Daily
Apartment
2,730
1,168,901
59
Female
133,476
Divorced
0
Bachelor's
Employed
13.738216
Suburban
Premium
0
12
437
4
2024-01-16 15:21:39.126661
Average
Yes
Monthly
Apartment
134
1,168,902
48
Female
49,195
Divorced
null
Bachelor's
Employed
19.788564
Rural
Basic
null
8
417
2
2024-05-28 15:21:39.092127
Poor
No
Weekly
House
959
1,168,903
43
Male
16,091
Divorced
1
Bachelor's
Unemployed
8.414844
Suburban
Basic
null
2
455
7
2021-04-23 15:21:39.134960
Poor
Yes
Daily
House
762
1,168,904
53
Female
25,464
Divorced
null
High School
Unemployed
18.966894
Urban
Basic
null
3
598
5
2022-06-24 15:21:39.169102
Good
Yes
Weekly
Condo
955
1,168,905
37
Male
107,786
null
3
PhD
null
27.013538
Rural
Premium
null
13
454
1
2022-12-24 15:21:39.079128
Good
No
Rarely
Apartment
607
1,168,906
37
Male
15,380
Divorced
2
Master's
Self-Employed
21.85614
Suburban
Basic
0
15
null
8
2020-05-30 15:21:39.237118
Poor
No
Rarely
Apartment
1,005
1,168,907
44
Male
13,499
Divorced
1
High School
Self-Employed
13.726278
Rural
Premium
1
5
468
4
2022-11-25 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,156
1,168,908
33
Male
26,776
Married
1
High School
null
8.425317
Rural
Comprehensive
2
19
648
5
2021-02-04 15:21:39.131192
Good
No
Daily
Condo
2,450
1,168,909
54
Male
20,275
Married
2
PhD
Employed
12.715903
Rural
Comprehensive
1
9
718
5
2021-04-12 15:21:39.250151
Average
Yes
Weekly
House
1,085
1,168,910
58
Female
6,847
Married
3
Master's
Self-Employed
38.670131
Rural
Comprehensive
4
14
322
3
2023-10-29 15:21:39.084065
Poor
No
Monthly
Condo
2,102
1,168,911
58
Male
52,732
Married
null
Master's
Self-Employed
48.958367
Urban
Comprehensive
null
2
null
1
2024-02-29 15:21:39.096739
null
No
Monthly
Apartment
26
1,168,912
26
Male
29,058
Single
0
PhD
null
7.066687
Suburban
Comprehensive
0
17
null
6
2020-11-09 15:21:39.272456
Average
Yes
Daily
Apartment
589
1,168,913
47
Female
10,174
Single
2
Master's
Unemployed
17.35204
Urban
Comprehensive
2
10
776
3
2019-12-06 15:21:39.203442
Average
No
Rarely
Condo
511
1,168,914
23
Female
135,793
Divorced
2
High School
Self-Employed
28.945008
Suburban
Premium
null
14
423
6
2021-05-04 15:21:39.193945
Average
Yes
Rarely
Apartment
1,187
1,168,915
24
Male
99,049
Married
2
Bachelor's
Self-Employed
null
Suburban
Premium
2
13
536
9
2024-05-26 15:21:39.206847
Poor
No
Weekly
Condo
542
1,168,916
59
Female
2,876
Single
0
Master's
Employed
44.155913
Rural
Basic
0
17
434
6
2024-08-11 15:21:39.091080
Good
No
Weekly
Apartment
449
1,168,917
33
Male
null
Divorced
null
Bachelor's
Employed
null
Rural
Premium
null
1
403
7
2021-03-10 15:21:39.248098
Good
No
Daily
Condo
1,055
1,168,918
20
Male
140,130
Divorced
2
Bachelor's
Self-Employed
8.097879
Suburban
Premium
0
10
383
4
2020-10-14 15:21:39.155231
Average
Yes
Daily
House
1,081
1,168,919
38
Male
35,244
Single
3
Master's
Self-Employed
19.88504
Urban
Comprehensive
0
17
663
4
2020-12-04 15:21:39.285112
Average
Yes
Monthly
Condo
755
1,168,920
63
Female
null
Single
3
High School
null
39.597037
Suburban
Basic
null
8
398
2
2024-01-03 15:21:39.155231
Poor
No
Daily
Condo
1,503
1,168,921
48
Male
null
Married
3
Master's
Employed
19.749412
Suburban
Basic
null
3
422
8
2024-02-07 15:21:39.183598
null
Yes
Daily
House
724
1,168,922
46
Female
17,991
Single
2
Bachelor's
null
12.02673
Suburban
Basic
null
4
326
8
2022-01-19 15:21:39.093681
Poor
No
Daily
House
583
1,168,923
57
Male
19,744
null
2
High School
Unemployed
11.367622
Suburban
Comprehensive
1
14
758
2
2023-04-27 15:21:39.096739
Poor
Yes
Weekly
Apartment
101
1,168,924
36
Female
7,062
Single
0
High School
Employed
36.129957
Suburban
Comprehensive
null
12
578
3
2022-07-26 15:21:39.202448
Good
No
Monthly
Condo
817
1,168,925
29
Female
45,870
Married
4
High School
Employed
49.011704
Rural
Basic
1
17
727
2
2023-04-21 15:21:39.265513
Average
Yes
Monthly
Condo
1,037
1,168,926
22
Male
1,039
Married
4
High School
null
null
Urban
Premium
null
3
662
2
2024-01-16 15:21:39.134960
Poor
No
Rarely
Apartment
714
1,168,927
54
Male
38,654
Married
0
High School
Unemployed
37.674729
Suburban
Premium
null
11
384
8
2021-11-20 15:21:39.134960
null
Yes
Rarely
Condo
497
1,168,928
50
Male
104,442
Single
1
Master's
Unemployed
13.566006
Urban
Comprehensive
1
2
691
8
2023-04-25 15:21:39.114118
Good
Yes
Monthly
House
385
1,168,929
33
Male
5,860
Divorced
2
High School
Unemployed
23.503899
Suburban
Basic
1
8
590
7
2021-05-06 15:21:39.249100
Average
Yes
Daily
House
1,375
1,168,930
null
Male
2,398
Divorced
2
Master's
Employed
null
Suburban
Premium
0
5
818
7
2021-04-25 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,611
1,168,931
40
Male
43,947
Married
0
PhD
Employed
8.824735
Rural
Comprehensive
0
14
759
3
2022-01-02 15:21:39.194829
Average
No
Weekly
Apartment
1,055
1,168,932
36
Male
28,862
Single
1
Master's
Self-Employed
37.281759
Suburban
Basic
1
15
813
1
2020-02-03 15:21:39.193769
Poor
No
Monthly
House
1,556
1,168,933
40
Male
56,787
Divorced
2
Master's
null
22.637776
Suburban
Comprehensive
0
18
390
7
2023-12-26 15:21:39.126661
Average
No
Daily
Apartment
132
1,168,934
22
Male
3,531
Married
1
Bachelor's
Self-Employed
46.355635
Suburban
Premium
2
12
849
9
2021-09-03 15:21:39.181605
Average
No
Weekly
Condo
38
1,168,935
19
Male
null
Single
4
Master's
Unemployed
29.854806
Suburban
Comprehensive
null
8
319
2
2021-06-01 15:21:39.253660
Good
Yes
Rarely
Apartment
681
1,168,936
32
Female
5,877
Divorced
0
High School
Employed
6.697526
Rural
Premium
null
15
609
7
2023-12-24 15:21:39.256696
Good
No
Daily
Condo
479
1,168,937
30
Male
45,050
Divorced
3
PhD
Employed
31.453466
Suburban
Comprehensive
null
18
528
2
2023-08-22 15:21:39.272456
Good
No
Daily
House
3,850
1,168,938
37
Male
33,647
Divorced
1
Master's
Employed
32.641025
Suburban
Comprehensive
0
18
509
1
2023-04-26 15:21:39.272456
Average
No
Weekly
Apartment
229
1,168,939
38
Female
35,411
Divorced
2
Bachelor's
Employed
null
Urban
Premium
1
17
471
8
2022-06-15 15:21:39.091080
Good
No
Monthly
House
1,238
1,168,940
26
Female
45,664
Divorced
2
Master's
Employed
22.825761
Rural
Premium
null
1
765
3
2020-06-29 15:21:39.149731
Average
No
Weekly
Condo
476
1,168,941
18
Female
52,219
Single
2
Bachelor's
null
9.858557
Urban
Basic
null
4
481
6
2024-01-29 15:21:39.134960
Average
Yes
Rarely
Condo
393
1,168,942
30
Female
23,604
Single
2
Bachelor's
Self-Employed
22.636585
Suburban
Premium
null
1
548
1
2022-10-21 15:21:39.256696
Average
Yes
Monthly
Apartment
533
1,168,943
18
Male
10,091
Divorced
4
Master's
null
29.290963
Urban
Basic
1
11
null
1
2022-09-24 15:21:39.288099
Poor
No
Rarely
House
1,328
1,168,944
52
Male
649
Married
4
Bachelor's
null
19.927373
Urban
Comprehensive
0
9
442
6
2022-06-04 15:21:39.107553
Poor
No
Rarely
Apartment
643
1,168,945
60
Male
25,863
Divorced
null
High School
Employed
45.376536
Suburban
Basic
0
0
551
2
2022-06-26 15:21:39.237118
Poor
No
Weekly
Condo
1,558
1,168,946
44
Female
2,482
Divorced
3
Master's
null
22.455419
Rural
Premium
0
12
687
5
2021-09-27 15:21:39.176717
null
No
Weekly
Condo
1,405
1,168,947
27
Female
27,467
Divorced
2
Bachelor's
Unemployed
11.91055
Urban
Comprehensive
0
1
null
5
2023-05-25 15:21:39.091080
Poor
No
Daily
Condo
589
1,168,948
42
Female
10,081
Single
3
Master's
Employed
24.476399
Suburban
Comprehensive
null
14
534
3
2024-08-14 15:21:39.096739
Average
No
Monthly
Condo
1,121
1,168,949
23
Female
16,447
Divorced
3
Bachelor's
Employed
10.947291
Rural
Comprehensive
0
1
832
7
2020-10-09 15:21:39.215386
Poor
No
Rarely
House
3,367
1,168,950
44
Male
86,544
Single
2
Master's
Self-Employed
10.805826
Rural
Basic
1
1
461
8
2022-03-17 15:21:39.190215
Good
Yes
Daily
Apartment
3,073
1,168,951
54
Female
54,770
Divorced
1
High School
Employed
21.839094
Rural
Premium
1
6
301
7
2023-12-06 15:21:39.221386
Good
Yes
Daily
Apartment
561
1,168,952
63
Male
15,642
Single
3
PhD
null
14.981896
Rural
Basic
0
17
632
4
2020-06-07 15:21:39.134960
Poor
No
Weekly
Apartment
441
1,168,953
35
Female
51,153
Single
1
PhD
Unemployed
41.751767
Suburban
Basic
2
12
658
2
2024-07-23 15:21:39.134960
Average
No
Weekly
House
3,835
1,168,954
42
Male
76,980
Divorced
1
High School
Self-Employed
44.448321
Rural
Basic
null
9
341
6
2020-03-02 15:21:39.134960
Poor
No
Daily
Condo
1,221
1,168,955
32
Female
17,881
Single
0
Bachelor's
Self-Employed
15.002307
Rural
Comprehensive
0
0
512
2
2023-07-20 15:21:39.204201
Average
Yes
Weekly
House
200
1,168,956
26
Female
496
Divorced
4
Bachelor's
Unemployed
43.054897
Rural
Premium
2
13
719
8
2022-07-15 15:21:39.171102
null
No
Monthly
House
741
1,168,957
23
Male
29,592
Married
0
High School
Unemployed
29.683837
Rural
Premium
2
3
null
7
2023-03-09 15:21:39.272456
Average
Yes
Daily
House
542
1,168,958
32
Male
23,659
Divorced
0
Bachelor's
null
51.476312
Rural
Comprehensive
null
10
655
1
2020-08-21 15:21:39.134960
Average
Yes
Monthly
Condo
1,805
1,168,959
null
Female
43,781
Married
2
Master's
Self-Employed
37.085817
Suburban
Premium
null
0
484
8
2022-03-20 15:21:39.192212
Poor
Yes
Rarely
Apartment
2,113
1,168,960
22
Male
5,094
Divorced
2
PhD
null
13.284895
Suburban
Premium
null
7
743
4
2023-04-19 15:21:39.232526
Good
No
Daily
House
2,069
1,168,961
51
Male
2,844
Single
4
PhD
null
19.012393
Rural
Comprehensive
null
0
561
1
2019-12-15 15:21:39.237118
null
No
Rarely
House
4,042
1,168,962
49
Male
23,891
Single
0
Bachelor's
Self-Employed
51.138898
Suburban
Basic
1
2
null
4
2022-09-24 15:21:39.164044
Average
Yes
Rarely
Condo
1,827
1,168,963
49
Male
6,093
Single
4
High School
null
41.120551
Urban
Premium
null
6
609
6
2021-11-16 15:21:39.096739
Good
No
Rarely
House
659
1,168,964
20
Female
496
Divorced
null
Bachelor's
Self-Employed
21.052913
Suburban
Comprehensive
0
8
803
4
2019-12-04 15:21:39.152732
Average
No
Daily
Apartment
174
1,168,965
63
Female
35,139
Divorced
4
Master's
Employed
8.886665
Suburban
Premium
0
14
null
2
2021-11-26 15:21:39.102694
Good
Yes
Daily
House
882
1,168,966
20
Female
15,704
Divorced
2
Bachelor's
Self-Employed
22.083412
Urban
Premium
0
9
637
9
2020-06-11 15:21:39.180553
null
No
Daily
Condo
2,128
1,168,967
27
Female
null
Divorced
2
High School
Self-Employed
13.942606
Urban
Basic
0
7
336
3
2020-03-23 15:21:39.083497
Poor
Yes
Monthly
House
745
1,168,968
21
Male
2,833
Single
4
PhD
Employed
33.4935
Suburban
Premium
null
7
757
2
2020-06-12 15:21:39.155231
Poor
Yes
Rarely
Condo
2,796
1,168,969
55
Male
44,803
Single
1
Master's
Employed
30.189812
Urban
Comprehensive
1
1
463
2
2020-10-22 15:21:39.100695
Poor
Yes
Daily
Apartment
706
1,168,970
59
Male
63,874
Divorced
0
High School
Self-Employed
28.056734
Urban
Premium
2
16
781
8
2020-03-04 15:21:39.082499
Poor
No
Weekly
Apartment
28
1,168,971
23
Male
85,395
Married
3
PhD
Self-Employed
45.884441
Rural
Premium
1
17
null
4
2023-04-15 15:21:39.224915
Good
Yes
Monthly
Apartment
160
1,168,972
20
Male
64,841
Single
3
Master's
Self-Employed
13.24457
Rural
Basic
0
6
371
5
2021-07-31 15:21:39.150730
Average
No
Daily
House
40
1,168,973
63
Female
25,154
Divorced
3
High School
null
13.452344
Rural
Premium
0
11
null
3
2023-04-04 15:21:39.088124
Good
Yes
Monthly
Condo
461
1,168,974
49
Female
65,873
Single
1
Master's
null
21.391843
Urban
Premium
null
4
348
9
2019-11-22 15:21:39.098696
null
No
Daily
Apartment
2,596
1,168,975
44
Male
16,054
Married
2
Master's
Employed
25.995943
Suburban
Basic
null
18
711
6
2019-08-31 15:21:39.206847
Good
Yes
Monthly
Condo
536
1,168,976
56
Male
2,629
Divorced
0
PhD
Employed
24.843161
Suburban
Premium
1
18
695
3
2024-05-26 15:21:39.155231
Average
Yes
Monthly
Apartment
2,943
1,168,977
38
Female
20,982
Married
2
High School
null
18.096687
Urban
Premium
1
19
456
7
2022-07-17 15:21:39.122134
Good
Yes
Daily
Apartment
27
1,168,978
45
Female
7,053
Single
1
Master's
Self-Employed
15.726242
Suburban
Basic
null
0
538
2
2021-05-21 15:21:39.093681
Average
No
Weekly
Apartment
663
1,168,979
32
Male
10,084
Single
1
Bachelor's
null
20.076522
Rural
Premium
2
4
522
9
2021-05-03 15:21:39.245086
Average
Yes
Monthly
Condo
859
1,168,980
51
Male
16,642
Single
0
Bachelor's
Employed
15.751131
Suburban
Premium
1
18
695
2
2023-06-04 15:21:39.134960
Average
Yes
Monthly
Condo
757
1,168,981
48
Male
18,224
Married
3
Master's
Self-Employed
11.99495
Rural
Basic
null
15
633
7
2022-01-02 15:21:39.261856
null
Yes
Monthly
House
450
1,168,982
62
Female
26,113
Divorced
1
Bachelor's
null
33.856173
Rural
Comprehensive
null
14
595
9
2020-02-21 15:21:39.237118
Poor
Yes
Rarely
Apartment
692
1,168,983
34
Male
40,770
Married
0
Master's
Unemployed
null
Rural
Comprehensive
2
13
823
8
2024-06-25 15:21:39.261856
Average
Yes
Rarely
House
437
1,168,984
51
Male
49,430
Married
null
High School
Employed
38.627761
Suburban
Basic
1
12
555
2
2020-06-02 15:21:39.098696
Poor
No
Daily
Apartment
231
1,168,985
19
Female
113,669
Divorced
4
Master's
Unemployed
33.889919
Suburban
Comprehensive
null
12
509
9
2022-10-05 15:21:39.079128
Good
No
Monthly
Condo
2,493
1,168,986
29
Male
64,319
Married
3
High School
null
34.547281
Rural
Comprehensive
1
2
412
4
2020-01-01 15:21:39.124659
Good
Yes
Monthly
Condo
506
1,168,987
31
Male
2,395
Single
null
Master's
null
33.865227
Urban
Premium
1
9
679
9
2023-02-27 15:21:39.166062
Poor
No
Daily
Condo
70
1,168,988
57
Male
3,813
Married
4
PhD
Unemployed
50.865173
Suburban
Comprehensive
2
19
null
4
2019-11-14 15:21:39.250151
Poor
No
Weekly
House
2,376
1,168,989
54
Female
5,526
Divorced
3
Bachelor's
null
47.368059
Suburban
Premium
1
2
791
4
2020-01-10 15:21:39.192212
Poor
No
Daily
Condo
1,336
1,168,990
36
Male
36,041
Married
1
High School
Employed
39.727896
Suburban
Premium
null
19
786
8
2023-02-12 15:21:39.270454
null
No
Monthly
House
607
1,168,991
39
Male
16,123
Divorced
4
High School
Employed
21.391645
Rural
Comprehensive
null
2
741
5
2020-07-17 15:21:39.274993
Average
No
Weekly
Apartment
1,229
1,168,992
60
Female
16,092
Married
0
PhD
Self-Employed
null
Urban
Premium
0
8
558
2
2020-12-24 15:21:39.091080
Good
Yes
Daily
Condo
1,016
1,168,993
44
Female
6,945
Divorced
2
PhD
Self-Employed
20.097094
Suburban
Premium
1
5
607
4
2022-06-01 15:21:39.173834
Good
Yes
Monthly
House
515
1,168,994
51
Female
44,961
Divorced
2
Bachelor's
Self-Employed
42.108427
Rural
Comprehensive
1
6
583
4
2024-05-23 15:21:39.237118
null
No
Daily
House
514
1,168,995
49
Male
10,136
Single
3
Bachelor's
null
33.695433
Suburban
Basic
1
4
831
3
2021-02-08 15:21:39.093681
Good
No
Weekly
Apartment
821
1,168,996
53
Male
25,602
Married
2
Bachelor's
Unemployed
24.381711
Suburban
Basic
0
11
659
7
2019-12-07 15:21:39.265513
Poor
No
Daily
Apartment
1,430
1,168,997
21
Male
22,037
Single
1
PhD
null
30.671675
Urban
Comprehensive
null
13
656
8
2021-07-29 15:21:39.143708
Good
No
Weekly
House
392
1,168,998
null
Female
20,806
Divorced
3
High School
Unemployed
50.014536
Rural
Premium
null
16
null
9
2022-11-30 15:21:39.281787
null
No
Monthly
House
538
1,168,999
48
Female
25,011
Single
1
High School
Employed
45.067888
Suburban
Basic
null
10
479
7
2023-04-30 15:21:39.237118
Poor
Yes
Daily
Condo
923