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
1,169,000
55
Male
31,216
Married
2
High School
null
10.926241
Urban
Basic
null
5
null
4
2021-12-23 15:21:39.208842
Average
No
Weekly
Apartment
1,225
1,169,001
52
Female
4,930
Married
3
Bachelor's
Employed
19.943275
Suburban
Basic
0
5
704
1
2021-03-26 15:21:39.237118
Poor
Yes
Rarely
Apartment
2,308
1,169,002
22
Female
54,866
Married
3
Master's
Self-Employed
11.57118
Suburban
Comprehensive
null
17
433
4
2021-09-18 15:21:39.151732
Average
No
Daily
Condo
2,666
1,169,003
44
Male
12,484
Married
2
Master's
null
9.804494
Suburban
Comprehensive
1
18
603
4
2019-08-29 15:21:39.144722
Poor
Yes
Monthly
Condo
1,304
1,169,004
46
Male
31,129
Single
3
PhD
Employed
27.053364
Suburban
Basic
1
18
602
6
2023-09-07 15:21:39.246098
Average
No
Weekly
Apartment
1,858
1,169,005
30
Female
40,915
Married
3
PhD
Self-Employed
19.058362
Urban
Basic
1
13
null
5
2022-10-22 15:21:39.107553
Average
Yes
Daily
Apartment
1,134
1,169,006
44
Male
4,941
Married
0
Bachelor's
null
4.056879
Suburban
Premium
1
7
785
9
2024-02-15 15:21:39.122134
Average
Yes
Monthly
House
3,047
1,169,007
57
Female
63,952
Married
4
High School
Self-Employed
41.624088
Urban
Premium
4
10
372
3
2021-10-24 15:21:39.175719
Poor
Yes
Monthly
Condo
1,606
1,169,008
62
Female
28,057
Single
4
Master's
Unemployed
22.907851
Suburban
Premium
1
2
830
7
2022-08-24 15:21:39.181605
Good
Yes
Daily
Condo
901
1,169,009
56
Male
28,896
Single
0
Master's
null
23.859596
Rural
Comprehensive
null
14
329
9
2022-04-20 15:21:39.172097
Poor
Yes
Weekly
Condo
1,142
1,169,010
24
Female
23,755
Married
3
PhD
Employed
17.926604
Suburban
Premium
1
2
534
8
2020-07-07 15:21:39.134960
Average
Yes
Weekly
House
845
1,169,011
56
Female
22,101
Married
2
Bachelor's
Employed
25.262
Rural
Comprehensive
1
19
706
3
2024-02-29 15:21:39.289099
Poor
Yes
Weekly
Condo
184
1,169,012
44
Female
18,472
Married
null
Master's
null
28.826162
Suburban
Comprehensive
1
10
null
2
2022-07-10 15:21:39.098696
Average
Yes
Rarely
Condo
880
1,169,013
55
Female
30,368
Married
2
Bachelor's
Self-Employed
26.047858
Urban
Comprehensive
null
7
597
3
2024-01-03 15:21:39.168099
null
Yes
Monthly
Apartment
2,071
1,169,014
61
Male
8,844
Divorced
2
Bachelor's
Employed
29.845649
Rural
Premium
0
0
481
8
2020-01-07 15:21:39.251142
Poor
Yes
Rarely
Apartment
133
1,169,015
21
Male
62,953
Divorced
0
Master's
Self-Employed
null
Urban
Premium
null
1
682
4
2022-10-18 15:21:39.155231
Good
No
Daily
Condo
37
1,169,016
44
Male
22,244
Single
3
Bachelor's
null
29.027329
Suburban
Basic
null
18
530
8
2023-08-25 15:21:39.143708
Average
No
Rarely
Apartment
548
1,169,017
48
Female
5,518
Single
4
PhD
null
46.460725
Suburban
Premium
1
11
829
1
2022-10-30 15:21:39.134960
Poor
No
Daily
Condo
1,230
1,169,018
61
Male
4,818
Divorced
null
Bachelor's
Self-Employed
22.505955
Urban
Comprehensive
1
3
492
1
2023-07-04 15:21:39.080440
Poor
Yes
Monthly
Condo
944
1,169,019
39
Female
27,189
Single
null
Bachelor's
Employed
14.587413
Suburban
Comprehensive
null
5
453
5
2023-01-07 15:21:39.289099
Good
No
Weekly
Apartment
552
1,169,020
39
Male
15,458
Married
null
PhD
null
22.393498
Rural
Premium
null
17
791
8
2023-03-29 15:21:39.219432
Poor
No
Monthly
Condo
943
1,169,021
33
Male
57,923
Married
3
Master's
Unemployed
12.727948
Rural
Basic
1
11
500
8
2020-09-18 15:21:39.192212
Poor
Yes
Rarely
Condo
1,838
1,169,022
55
Female
6,460
Single
0
PhD
Unemployed
34.944698
Rural
Premium
1
5
701
6
2024-02-13 15:21:39.237118
Good
No
Rarely
Condo
564
1,169,023
23
Female
17,091
Divorced
3
High School
Employed
8.914355
Rural
Basic
2
7
641
8
2023-04-02 15:21:39.193945
Good
No
Weekly
Condo
531
1,169,024
26
Female
35,244
Divorced
3
Master's
Self-Employed
44.797749
Urban
Premium
1
16
614
1
2021-04-19 15:21:39.126661
Poor
Yes
Weekly
House
1,245
1,169,025
42
Male
12,202
Divorced
2
PhD
null
19.923899
Rural
Basic
1
3
629
5
2020-12-05 15:21:39.182597
Poor
Yes
Daily
House
1,403
1,169,026
50
Female
31,004
Divorced
1
Bachelor's
Self-Employed
23.226426
Suburban
Basic
1
3
709
8
2023-04-02 15:21:39.155231
Poor
Yes
Monthly
House
644
1,169,027
31
Female
89,938
Single
0
High School
null
30.778959
Rural
Basic
0
14
565
7
2019-10-05 15:21:39.094752
Good
Yes
Weekly
Condo
43
1,169,028
63
Female
17,091
Single
3
Master's
Employed
30.884599
Urban
Comprehensive
1
0
null
4
2023-08-17 15:21:39.130190
Poor
No
Monthly
Condo
767
1,169,029
33
Female
6,712
Married
3
Master's
Employed
28.053823
Rural
Premium
null
2
490
6
2021-02-26 15:21:39.233485
Good
No
Weekly
Apartment
1,393
1,169,030
47
Male
null
Divorced
null
PhD
Unemployed
12.756616
Suburban
Comprehensive
null
13
521
3
2021-07-19 15:21:39.190215
Good
No
Rarely
Condo
111
1,169,031
20
Female
26,862
Married
0
High School
Self-Employed
28.44269
Rural
Premium
0
13
738
1
2021-12-05 15:21:39.079128
Good
No
Rarely
House
1,228
1,169,032
25
Female
121,482
Divorced
0
Master's
Employed
13.959232
Urban
Comprehensive
null
12
657
7
2021-03-18 15:21:39.134960
null
No
Rarely
Condo
29
1,169,033
27
Male
6,091
Single
1
High School
Self-Employed
11.856154
Suburban
Premium
1
18
null
1
2023-09-02 15:21:39.237118
Poor
No
Monthly
Condo
704
1,169,034
46
Male
26,682
Married
4
PhD
null
30.812977
Suburban
Comprehensive
null
16
693
8
2020-09-14 15:21:39.148733
Average
Yes
Rarely
House
881
1,169,035
25
Male
24,897
Divorced
null
High School
Unemployed
50.852211
Suburban
Basic
null
16
320
5
2023-11-30 15:21:39.177724
Poor
Yes
Weekly
Condo
3,254
1,169,036
48
Female
74,547
null
2
PhD
Self-Employed
50.627873
Rural
Premium
0
1
541
9
2021-04-30 15:21:39.146733
Good
Yes
Daily
Apartment
3,049
1,169,037
19
Female
10,198
Married
1
Bachelor's
Employed
20.834761
Suburban
Comprehensive
1
0
544
8
2023-12-21 15:21:39.283783
Average
No
Daily
Condo
3,872
1,169,038
59
Female
144,713
Single
4
PhD
Self-Employed
45.717777
Suburban
Basic
null
9
310
7
2022-09-12 15:21:39.187211
Good
Yes
Daily
House
1,672
1,169,039
40
Female
79,876
Single
2
Master's
Self-Employed
null
Suburban
Basic
1
5
691
7
2021-06-08 15:21:39.252145
Good
Yes
Rarely
Condo
2,330
1,169,040
18
Female
18,307
Married
2
Master's
null
35.836271
Urban
Premium
null
5
621
2
2023-05-23 15:21:39.095696
Average
No
Monthly
House
776
1,169,041
36
Female
958
Single
4
PhD
null
13.927956
Suburban
Comprehensive
null
8
607
3
2019-08-26 15:21:39.134960
Average
Yes
Monthly
Condo
1,874
1,169,042
62
Female
2,541
Single
2
Master's
Self-Employed
22.392894
Urban
Basic
2
19
469
8
2020-12-04 15:21:39.121169
Poor
No
Rarely
Condo
925
1,169,043
53
Female
113,410
Divorced
2
Bachelor's
Unemployed
37.656477
Rural
Comprehensive
2
12
487
3
2020-04-18 15:21:39.093681
null
No
Daily
Apartment
437
1,169,044
50
Male
43,845
Divorced
2
Master's
null
43.776899
Suburban
Premium
1
19
709
5
2023-03-16 15:21:39.155231
Good
No
Weekly
Condo
2,456
1,169,045
null
Female
24,182
Divorced
2
Bachelor's
Employed
38.939059
Suburban
Comprehensive
0
14
556
1
2022-09-28 15:21:39.186212
Good
No
Monthly
Apartment
526
1,169,046
35
Male
52,263
Single
4
PhD
Self-Employed
32.723004
Rural
Basic
0
0
510
4
2021-02-23 15:21:39.204790
Average
No
Monthly
Apartment
362
1,169,047
23
Male
28,759
Divorced
1
Master's
Self-Employed
39.690578
Urban
Comprehensive
0
9
642
6
2022-06-27 15:21:39.121169
Poor
No
Monthly
Condo
1,847
1,169,048
23
Male
43,354
Single
1
Master's
null
21.482999
Suburban
Premium
1
6
591
5
2024-03-05 15:21:39.095696
Poor
Yes
Monthly
Apartment
89
1,169,049
56
Female
3,284
Married
4
Bachelor's
null
34.636798
Rural
Premium
2
12
null
4
2020-06-19 15:21:39.155231
Poor
Yes
Weekly
Condo
1,106
1,169,050
59
Female
24,862
Married
0
High School
Unemployed
20.964503
Rural
Basic
0
15
590
8
2024-04-19 15:21:39.092127
Poor
Yes
Daily
Apartment
1,373
1,169,051
42
Male
10,679
Married
0
Master's
Self-Employed
9.719335
Rural
Premium
null
12
653
2
2023-11-07 15:21:39.260856
Good
Yes
Monthly
House
77
1,169,052
45
Female
528
Single
0
PhD
null
9.746775
Suburban
Premium
2
14
739
8
2024-01-08 15:21:39.092127
Average
No
Monthly
Apartment
2,175
1,169,053
37
Male
52,550
Married
4
Bachelor's
Employed
35.846452
Suburban
Comprehensive
null
9
563
1
2021-08-25 15:21:39.270454
Poor
No
Monthly
House
352
1,169,054
58
Female
725
Married
4
PhD
Self-Employed
35.966369
Urban
Basic
1
4
null
4
2020-08-09 15:21:39.214388
null
No
Rarely
Condo
1,340
1,169,055
51
Male
27,114
Married
null
Bachelor's
Unemployed
11.951078
Suburban
Basic
0
15
399
4
2024-04-15 15:21:39.134960
Good
No
Daily
House
925
1,169,056
20
Male
47,490
Single
3
PhD
null
31.593332
Rural
Premium
null
11
518
3
2022-11-14 15:21:39.168099
Average
Yes
Rarely
Condo
52
1,169,057
37
Female
43,435
Single
4
Master's
Unemployed
51.181326
Urban
Premium
null
19
462
8
2021-08-31 15:21:39.245086
Good
No
Monthly
House
2,210
1,169,058
56
Female
7,894
Divorced
4
High School
Self-Employed
15.857486
Urban
Premium
1
12
677
1
2019-10-17 15:21:39.226954
Good
No
Monthly
Apartment
28
1,169,059
36
Male
3,866
Single
1
Master's
Self-Employed
null
Suburban
Basic
0
1
487
4
2022-01-04 15:21:39.251142
Poor
Yes
Weekly
Condo
563
1,169,060
21
Male
16,284
Divorced
2
PhD
Self-Employed
14.448942
Suburban
Premium
3
9
558
1
2022-01-25 15:21:39.226954
Poor
Yes
Weekly
Apartment
1,482
1,169,061
44
Female
93,951
Married
4
Master's
Employed
23.839505
Urban
Comprehensive
null
5
441
4
2020-02-16 15:21:39.185215
Good
No
Weekly
Apartment
1,031
1,169,062
47
Female
6,710
Single
2
High School
Self-Employed
39.865694
Urban
Comprehensive
null
3
646
5
2021-07-20 15:21:39.134960
Average
No
Weekly
House
447
1,169,063
49
Female
4,930
Married
1
PhD
Employed
17.907282
Urban
Premium
0
7
null
4
2021-02-12 15:21:39.122134
Average
Yes
Monthly
House
130
1,169,064
37
Male
3,398
Married
3
Bachelor's
null
30.958873
Rural
Premium
null
12
637
5
2020-01-18 15:21:39.131192
Good
Yes
Rarely
Apartment
191
1,169,065
54
Male
84,933
Single
1
Bachelor's
Unemployed
17.039201
Suburban
Premium
1
2
439
6
2023-06-04 15:21:39.132191
Good
Yes
Rarely
Apartment
1,284
1,169,066
62
Female
61,639
Married
3
Master's
null
17.788475
Urban
Comprehensive
3
3
441
2
2020-01-25 15:21:39.155231
Poor
No
Weekly
House
3,128
1,169,067
43
Female
6,824
Single
1
Bachelor's
Self-Employed
28.077768
Rural
Comprehensive
0
8
734
5
2021-09-20 15:21:39.173834
Average
No
Monthly
Apartment
29
1,169,068
63
Male
47,302
Married
1
PhD
Self-Employed
22.092162
Suburban
Basic
null
4
364
4
2024-05-13 15:21:39.164044
Average
No
Weekly
House
156
1,169,069
48
Male
20,891
Single
null
High School
Unemployed
13.735556
Rural
Comprehensive
1
6
778
5
2021-10-13 15:21:39.126661
Good
Yes
Monthly
Apartment
788
1,169,070
56
Male
17,891
Married
0
Master's
Self-Employed
25.162833
Rural
Basic
null
13
461
1
2020-08-29 15:21:39.219432
Good
Yes
Monthly
Apartment
3,138
1,169,071
24
Female
3,010
Divorced
4
Bachelor's
Self-Employed
20.749113
Rural
Basic
null
4
688
4
2024-05-03 15:21:39.155231
Poor
No
Rarely
Apartment
229
1,169,072
44
Female
23,210
Single
4
PhD
null
6.817171
Suburban
Premium
3
1
709
1
2019-11-22 15:21:39.207847
Average
Yes
Daily
Condo
2,102
1,169,073
31
Male
94,420
Single
2
Master's
null
28.827264
Rural
Comprehensive
0
13
754
9
2021-05-27 15:21:39.237118
Good
No
Rarely
Condo
362
1,169,074
64
Female
6,977
Married
3
Bachelor's
Self-Employed
16.075041
Suburban
Basic
0
3
781
2
2023-03-26 15:21:39.201446
Good
Yes
Weekly
Apartment
189
1,169,075
41
Male
9,918
Married
0
PhD
Employed
31.814206
Urban
Premium
2
3
686
5
2020-03-26 15:21:39.155231
Average
Yes
Daily
Condo
581
1,169,076
24
Male
24,829
Single
4
High School
Unemployed
34.516036
Rural
Basic
0
8
null
2
2023-03-22 15:21:39.091080
Poor
No
Weekly
Condo
684
1,169,077
57
Male
38,217
Divorced
4
PhD
Unemployed
41.62471
Rural
Premium
null
8
786
7
2021-10-15 15:21:39.237118
Good
No
Monthly
Apartment
1,722
1,169,078
33
Female
548
Single
0
Bachelor's
Unemployed
15.667514
Urban
Premium
0
7
434
1
2021-10-22 15:21:39.202448
Poor
Yes
Daily
Apartment
639
1,169,079
24
Female
34,923
Single
1
Bachelor's
null
14.748537
Suburban
Basic
1
19
823
9
2023-01-09 15:21:39.237118
Good
Yes
Monthly
House
723
1,169,080
51
Male
2,845
Divorced
2
Bachelor's
Self-Employed
32.231748
Urban
Premium
1
8
697
6
2022-12-28 15:21:39.224915
null
No
Daily
House
2,585
1,169,081
24
Male
50,811
Married
1
High School
Employed
28.656551
Suburban
Basic
1
4
399
3
2023-12-20 15:21:39.126661
Poor
No
Rarely
Condo
524
1,169,082
40
Male
117,053
Single
4
Master's
null
27.791999
Urban
Basic
null
17
832
8
2020-10-28 15:21:39.188220
Poor
Yes
Monthly
House
381
1,169,083
53
Male
6,769
Divorced
1
Bachelor's
Employed
28.874673
Suburban
Comprehensive
0
14
809
2
2021-06-17 15:21:39.226954
Average
No
Rarely
Apartment
1,107
1,169,084
29
Male
46,159
Married
null
High School
Self-Employed
48.5234
Suburban
Basic
1
12
null
9
2019-08-30 15:21:39.204790
Good
Yes
Daily
Apartment
39
1,169,085
34
Female
46,269
Single
1
PhD
Unemployed
5.597025
Suburban
Basic
0
1
709
1
2023-04-29 15:21:39.102694
Good
Yes
Rarely
Condo
693
1,169,086
43
Male
16,761
Married
2
High School
Employed
18.826603
Urban
Premium
null
6
null
3
2020-10-25 15:21:39.134960
Average
No
Daily
Apartment
2,301
1,169,087
62
Female
4,865
Married
0
Master's
null
51.59181
Rural
Premium
1
13
757
6
2022-11-07 15:21:39.086123
Poor
No
Weekly
House
2,370
1,169,088
30
Male
35,791
Married
3
Master's
Employed
26.202681
Rural
Comprehensive
2
6
466
5
2023-01-28 15:21:39.251142
Poor
No
Rarely
Condo
704
1,169,089
54
Female
15,774
Married
2
High School
null
34.771648
Rural
Basic
null
4
761
9
2019-10-23 15:21:39.274993
Poor
Yes
Weekly
Condo
739
1,169,090
53
Female
18,368
Married
4
High School
null
null
Urban
Premium
0
7
null
9
2021-11-26 15:21:39.134960
null
No
Daily
Condo
731
1,169,091
29
Female
49,087
Single
2
High School
null
33.769603
Urban
Basic
1
9
391
3
2021-11-04 15:21:39.245086
Average
Yes
Rarely
Condo
26
1,169,092
60
Male
4,417
Divorced
0
High School
null
49.858971
Rural
Premium
3
5
699
1
2023-06-07 15:21:39.171102
Poor
No
Rarely
House
487
1,169,093
59
Female
1,706
Single
4
Master's
Unemployed
20.735691
Rural
Basic
1
14
508
7
2022-02-17 15:21:39.246098
Good
Yes
Rarely
Apartment
26
1,169,094
51
Female
6,892
Divorced
0
PhD
Unemployed
13.966124
Rural
Basic
1
9
491
5
2020-08-30 15:21:39.092127
Good
No
Rarely
Apartment
1,245
1,169,095
21
Female
7,085
Divorced
4
Bachelor's
Self-Employed
20.824245
Suburban
Premium
1
13
516
6
2021-05-17 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,229
1,169,096
31
Female
28,991
Single
3
High School
null
32.817088
Suburban
Basic
1
18
704
4
2024-06-19 15:21:39.276901
Poor
No
Monthly
House
638
1,169,097
41
Female
12,261
Divorced
4
Bachelor's
Unemployed
33.892708
Rural
Premium
1
9
437
6
2022-08-27 15:21:39.096739
Good
Yes
Weekly
House
603
1,169,098
21
Female
15,973
Divorced
3
Bachelor's
Unemployed
25.714676
Urban
Basic
1
11
608
6
2023-03-16 15:21:39.281787
Poor
No
Rarely
Condo
2,104
1,169,099
27
Male
72,370
Single
3
PhD
Self-Employed
20.811886
Suburban
Comprehensive
2
0
584
7
2021-01-17 15:21:39.279729
null
No
Rarely
House
711