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
17,000
39
Male
24,986
Divorced
0
High School
null
35.491802
Suburban
Basic
4
17
511
7
2024-03-03 15:21:39.126661
Poor
No
Weekly
Condo
2,055
17,001
51
Male
45,629
Divorced
0
PhD
Self-Employed
24.757779
Suburban
Premium
null
18
799
1
2023-07-31 15:21:39.131192
Good
No
Rarely
Condo
26
17,002
27
Male
129,680
Divorced
4
High School
Self-Employed
null
Rural
Premium
1
2
306
9
2019-08-28 15:21:39.233485
null
No
Rarely
Apartment
647
17,003
54
Female
127,969
Divorced
3
PhD
Unemployed
13.890452
Suburban
Basic
null
4
null
5
2020-02-14 15:21:39.290098
Average
No
Daily
Apartment
96
17,004
25
Male
6,273
Divorced
4
High School
null
48.573921
Suburban
Premium
null
2
583
2
2022-07-03 15:21:39.270454
null
Yes
Rarely
Apartment
1,105
17,005
35
Female
null
Divorced
4
PhD
Unemployed
null
Urban
Premium
1
19
364
1
2021-09-27 15:21:39.244069
Good
No
Weekly
Apartment
615
17,006
57
Male
1,724
Married
0
High School
Employed
29.475059
Suburban
Basic
null
11
837
9
2019-09-21 15:21:39.279729
Average
No
Monthly
Apartment
943
17,007
46
Female
916
Single
0
Bachelor's
null
null
Rural
Basic
2
6
748
8
2024-04-08 15:21:39.134960
Poor
Yes
Rarely
Apartment
627
17,008
55
Male
35
Single
0
Master's
Unemployed
42.173324
Suburban
Basic
0
15
553
1
2022-10-30 15:21:39.237118
Average
Yes
Weekly
Condo
2,454
17,009
46
Female
14,169
Divorced
0
High School
Employed
25.918142
Urban
Premium
null
18
762
7
2023-01-02 15:21:39.204790
Poor
No
Monthly
House
1,686
17,010
55
Female
16,124
Single
0
High School
null
17.817305
Suburban
Premium
1
16
null
2
2024-05-15 15:21:39.079128
Average
Yes
Weekly
House
1,382
17,011
null
Male
1,510
Divorced
null
Bachelor's
Self-Employed
27.447937
Urban
Basic
0
1
null
5
2023-09-24 15:21:39.278402
null
No
Monthly
House
803
17,012
27
Male
46,847
Divorced
4
High School
Self-Employed
13.552745
Urban
Premium
null
14
null
7
2023-09-14 15:21:39.176717
Poor
No
Monthly
Condo
280
17,013
56
Male
94,766
Married
0
PhD
Unemployed
24.245312
Rural
Premium
2
17
562
4
2022-11-07 15:21:39.134960
Good
No
Rarely
Apartment
36
17,014
18
Male
40,585
Divorced
0
High School
Unemployed
3.945968
Rural
Basic
null
3
641
7
2021-08-26 15:21:39.155231
Average
No
Rarely
Apartment
1,074
17,015
36
Female
43,987
Single
4
High School
Employed
37.857318
Urban
Comprehensive
null
9
584
5
2023-12-19 15:21:39.155231
Good
Yes
Weekly
Condo
1,487
17,016
62
Male
24,897
Single
0
High School
Self-Employed
23.923802
Urban
Premium
null
2
657
2
2022-03-18 15:21:39.204790
Average
Yes
Daily
Apartment
454
17,017
35
Female
61,263
Single
2
High School
Unemployed
null
Urban
Basic
null
5
647
4
2022-08-27 15:21:39.134960
null
No
Monthly
House
2,472
17,018
45
Female
2,840
Divorced
3
Master's
Self-Employed
46.638851
Rural
Premium
null
15
366
7
2019-11-30 15:21:39.134960
Average
No
Monthly
Condo
2,134
17,019
19
Female
17,109
Divorced
2
Bachelor's
Unemployed
49.838667
Urban
Basic
2
11
629
6
2024-07-17 15:21:39.096739
Good
Yes
Daily
Apartment
1,441
17,020
36
Female
29,069
Single
4
Master's
null
25.484934
Suburban
Comprehensive
1
15
467
7
2020-03-29 15:21:39.237118
Poor
Yes
Weekly
House
1,257
17,021
23
Male
69,564
Single
3
Bachelor's
Employed
36.918042
Suburban
Premium
0
8
449
5
2023-03-09 15:21:39.193945
Good
Yes
Rarely
House
2,401
17,022
54
Female
37,207
Married
0
Master's
Self-Employed
3.178919
Urban
Premium
null
9
511
3
2020-02-29 15:21:39.278402
null
Yes
Rarely
Apartment
1,803
17,023
40
Female
1,607
Single
3
Master's
Unemployed
16.598965
Suburban
Premium
0
4
644
6
2019-11-14 15:21:39.134960
Average
Yes
Weekly
Condo
1,290
17,024
36
Male
1,177
Divorced
1
Master's
null
19.734146
Urban
Comprehensive
1
16
498
1
2021-03-18 15:21:39.155231
Average
No
Monthly
Apartment
461
17,025
25
Female
69,929
Married
null
Master's
Unemployed
24.996778
Urban
Comprehensive
null
4
370
9
2023-06-10 15:21:39.192212
Good
No
Monthly
House
463
17,026
33
Male
43,790
Single
3
Master's
Employed
12.936785
Suburban
Basic
0
6
null
9
2023-02-09 15:21:39.225916
Good
No
Rarely
Condo
903
17,027
42
Male
66,847
Divorced
4
Bachelor's
Unemployed
26.928345
Suburban
Premium
2
8
822
8
2024-04-03 15:21:39.192212
Good
No
Daily
Condo
92
17,028
33
Male
143,033
Married
4
High School
null
null
Rural
Comprehensive
1
6
386
7
2020-03-09 15:21:39.143708
Poor
No
Daily
Apartment
2,128
17,029
25
Male
11,705
Single
3
PhD
Unemployed
40.82731
Suburban
Comprehensive
0
14
788
6
2020-05-04 15:21:39.168099
Poor
No
Rarely
House
2,674
17,030
35
Female
35,002
Married
1
PhD
null
28.079077
Suburban
Basic
null
6
555
6
2021-06-20 15:21:39.126661
Average
Yes
Rarely
Condo
1,128
17,031
20
Male
801
Divorced
2
High School
null
19.391026
Suburban
Comprehensive
1
17
623
6
2022-11-02 15:21:39.237118
Good
No
Rarely
House
2,087
17,032
58
Female
38,152
Married
null
Master's
null
7.149638
Rural
Comprehensive
null
8
687
7
2021-01-15 15:21:39.134960
Average
No
Rarely
House
907
17,033
45
Female
20,377
Divorced
3
Bachelor's
null
32.286465
Suburban
Comprehensive
null
12
593
7
2023-05-06 15:21:39.155231
Poor
No
Monthly
Apartment
597
17,034
40
Female
83,471
Single
4
Master's
Unemployed
21.816114
Urban
Basic
3
4
693
9
2022-05-17 15:21:39.148733
Good
No
Monthly
House
2,037
17,035
26
Female
101,787
Divorced
1
Bachelor's
Unemployed
45.458329
Rural
Premium
2
10
null
4
2021-02-02 15:21:39.181605
Good
Yes
Weekly
House
3,170
17,036
24
Female
null
Married
3
Bachelor's
Self-Employed
12.948389
Suburban
Basic
1
11
335
4
2022-12-23 15:21:39.282785
null
No
Monthly
Apartment
1,056
17,037
36
Male
1,576
Single
1
PhD
Self-Employed
20.744395
Rural
Comprehensive
3
10
753
9
2020-08-01 15:21:39.155231
Average
Yes
Weekly
Condo
556
17,038
27
Female
2,071
Divorced
4
High School
Unemployed
null
Urban
Basic
null
0
837
4
2021-05-01 15:21:39.237118
Good
No
Weekly
House
2,197
17,039
35
Female
29,346
Married
1
Bachelor's
null
25.447214
Rural
Basic
null
9
551
9
2022-04-03 15:21:39.106582
Poor
Yes
Daily
House
2,292
17,040
57
Male
9,086
Divorced
0
High School
null
15.567906
Urban
Basic
1
17
599
6
2021-09-24 15:21:39.237118
Poor
No
Daily
Apartment
622
17,041
51
Male
43,720
Divorced
1
Bachelor's
null
9.926357
Urban
Premium
null
18
673
9
2020-05-14 15:21:39.192212
Good
Yes
Daily
Condo
518
17,042
35
Male
94,843
Divorced
3
Master's
Employed
35.573506
Rural
Basic
null
15
481
9
2024-04-17 15:21:39.148733
Good
No
Weekly
Apartment
2,576
17,043
20
Male
26,344
Divorced
3
Bachelor's
null
5.85768
Suburban
Premium
1
8
null
2
2023-09-27 15:21:39.278402
Poor
Yes
Monthly
Apartment
2,128
17,044
46
Female
1,250
Married
2
PhD
Self-Employed
null
Urban
Basic
0
10
766
4
2020-12-30 15:21:39.197445
Poor
No
Monthly
House
546
17,045
46
Male
15,813
Married
null
Bachelor's
Employed
40.313628
Urban
Comprehensive
null
0
819
2
2022-12-07 15:21:39.155231
Average
Yes
Daily
House
1,503
17,046
38
Female
26,991
Single
0
Bachelor's
null
15.826292
Urban
Basic
null
5
697
5
2023-02-27 15:21:39.112553
Poor
No
Rarely
House
566
17,047
46
Male
37,194
Married
4
Master's
Employed
14.181846
Urban
Premium
2
0
null
1
2023-02-24 15:21:39.131192
null
No
Rarely
House
1,082
17,048
31
Female
26,709
Divorced
3
Bachelor's
Employed
45.674823
Urban
Basic
null
13
653
9
2020-08-17 15:21:39.128286
Average
No
Weekly
Condo
535
17,049
40
Female
4,733
Married
2
Master's
null
null
Urban
Comprehensive
0
14
453
6
2023-12-02 15:21:39.134960
Poor
Yes
Rarely
House
472
17,050
60
Female
18,647
Divorced
3
Bachelor's
Employed
22.996079
Rural
Premium
null
18
694
3
2021-06-17 15:21:39.122134
Good
No
Daily
Condo
922
17,051
40
Male
3,575
Married
0
PhD
Self-Employed
28.938556
Urban
Comprehensive
0
16
479
1
2022-04-06 15:21:39.191219
Good
No
Monthly
Condo
581
17,052
39
Male
31,527
Single
null
Master's
Self-Employed
35.549544
Urban
Basic
3
7
327
9
2024-03-28 15:21:39.219432
Average
No
Daily
House
780
17,053
61
Female
738
Married
1
Bachelor's
Employed
null
Rural
Premium
1
17
657
8
2021-06-01 15:21:39.252145
Average
Yes
Weekly
Apartment
1,001
17,054
55
Female
null
Single
1
PhD
Self-Employed
3.857407
Urban
Basic
1
19
391
4
2024-03-02 15:21:39.188220
Poor
Yes
Rarely
Apartment
573
17,055
53
Male
9,202
Married
2
Master's
Unemployed
12.051674
Urban
Comprehensive
2
3
517
3
2021-11-12 15:21:39.223901
Good
No
Monthly
Apartment
825
17,056
22
Female
13,238
Married
0
Master's
null
33.69002
Urban
Basic
1
2
518
8
2023-03-12 15:21:39.172097
Average
No
Weekly
House
1,671
17,057
41
Female
96,776
Divorced
0
Master's
null
null
Suburban
Basic
0
5
731
2
2021-06-18 15:21:39.164044
Poor
No
Daily
Apartment
3,249
17,058
22
Female
64,547
Married
1
PhD
Employed
17.839266
Rural
Comprehensive
null
3
749
2
2019-11-02 15:21:39.176717
Average
No
Rarely
House
399
17,059
58
Male
36,368
Married
4
High School
null
39.907157
Rural
Premium
0
16
329
2
2019-09-06 15:21:39.134960
Poor
No
Daily
Condo
1,222
17,060
37
Female
32,786
Divorced
4
High School
null
8.634338
Suburban
Basic
0
10
549
1
2021-05-29 15:21:39.134960
Average
No
Daily
House
1,673
17,061
32
Female
13,025
Divorced
2
High School
null
25.566967
Rural
Basic
0
15
773
2
2020-12-17 15:21:39.114118
Poor
No
Daily
Condo
177
17,062
37
Female
4,499
Divorced
3
Bachelor's
Employed
48.995905
Rural
Premium
null
16
788
4
2021-01-24 15:21:39.199447
Poor
Yes
Daily
House
2,091
17,063
45
Female
34,991
Married
1
Master's
Self-Employed
29.624074
Suburban
Basic
0
11
602
4
2024-03-06 15:21:39.197445
Good
No
Rarely
Apartment
718
17,064
58
Male
23,593
Single
3
PhD
Self-Employed
38.776089
Suburban
Basic
null
13
null
8
2022-10-22 15:21:39.271453
Average
Yes
Rarely
Apartment
939
17,065
20
Female
137,045
Divorced
1
PhD
Self-Employed
3.250114
Suburban
Comprehensive
2
5
616
8
2023-01-27 15:21:39.181605
null
No
Daily
Apartment
1,520
17,066
63
Male
3,739
Single
null
PhD
Self-Employed
27.257729
Suburban
Premium
1
13
558
5
2022-10-25 15:21:39.237118
Poor
Yes
Monthly
Apartment
36
17,067
45
Female
51,802
Married
4
PhD
Self-Employed
49.92726
Suburban
Basic
null
0
336
7
2021-06-24 15:21:39.126661
Average
No
Monthly
Condo
519
17,068
28
Male
53,622
Married
null
High School
null
22.93312
Urban
Comprehensive
0
13
674
1
2020-04-30 15:21:39.150730
Average
Yes
Monthly
Apartment
393
17,069
59
Female
930
Married
2
Master's
Unemployed
22.858389
Suburban
Premium
null
4
656
3
2021-02-06 15:21:39.155231
null
Yes
Rarely
Apartment
742
17,070
44
Male
2,989
Married
0
Bachelor's
Unemployed
null
Rural
Basic
null
6
553
7
2023-02-24 15:21:39.257696
Good
No
Monthly
Apartment
548
17,071
40
Female
28,321
Married
0
Master's
Self-Employed
20.698967
Rural
Premium
0
10
585
6
2024-07-17 15:21:39.134960
Poor
No
Rarely
Condo
714
17,072
47
Female
17,079
Divorced
0
High School
Unemployed
24.907939
Rural
Comprehensive
null
6
668
6
2020-11-11 15:21:39.134960
Average
Yes
Daily
Apartment
531
17,073
24
Male
75,835
Single
4
Bachelor's
null
52.994247
Urban
Premium
1
1
766
5
2024-05-16 15:21:39.091080
Good
Yes
Weekly
House
1,709
17,074
44
Female
null
Divorced
0
Master's
Employed
18.041157
Urban
Basic
null
5
575
7
2024-03-25 15:21:39.089116
Poor
No
Monthly
House
138
17,075
43
Female
40,487
Divorced
0
PhD
Self-Employed
null
Rural
Comprehensive
null
14
794
4
2023-02-13 15:21:39.134960
Good
Yes
Weekly
House
799
17,076
45
Female
null
Divorced
2
Master's
null
13.247799
Rural
Basic
1
12
709
2
2023-10-16 15:21:39.134960
null
No
Monthly
House
49
17,077
35
Female
null
Single
null
Master's
Unemployed
39.906923
Rural
Basic
3
15
780
1
2020-09-09 15:21:39.134960
Poor
No
Weekly
Condo
2,828
17,078
59
Male
64,968
Divorced
0
Master's
Employed
20.076299
Rural
Basic
1
17
398
6
2020-01-08 15:21:39.192212
Poor
No
Monthly
Condo
903
17,079
60
Male
15,380
Divorced
3
High School
null
13.291152
Rural
Premium
null
13
439
5
2020-02-22 15:21:39.260856
Average
No
Monthly
Apartment
1,828
17,080
37
Male
3,067
Married
null
PhD
Self-Employed
23.993741
Urban
Basic
3
6
null
9
2024-02-21 15:21:39.134960
Good
No
Weekly
Apartment
1,482
17,081
31
Male
20,773
Married
1
Bachelor's
Employed
52.746292
Rural
Basic
null
10
845
5
2020-10-24 15:21:39.287115
Poor
No
Daily
Condo
1,809
17,082
31
Female
62,759
Divorced
3
High School
Employed
31.907469
Suburban
Premium
0
12
350
1
2019-10-19 15:21:39.146733
Average
No
Monthly
Apartment
1,438
17,083
63
Male
23,791
Single
0
Master's
Employed
19.636319
Suburban
Premium
0
3
444
4
2023-05-28 15:21:39.173834
Good
Yes
Weekly
Apartment
2,735
17,084
34
Female
26,776
Married
1
PhD
null
21.430699
Urban
Basic
0
19
467
5
2020-07-16 15:21:39.123711
Poor
Yes
Daily
House
586
17,085
58
Male
3,045
Divorced
4
High School
Employed
38.372359
Suburban
Comprehensive
1
5
604
4
2021-11-21 15:21:39.134960
Poor
Yes
Daily
Condo
119
17,086
51
Female
25,863
Married
1
PhD
Employed
10.660016
Suburban
Comprehensive
0
12
598
5
2023-02-23 15:21:39.233485
Good
No
Monthly
House
1,410
17,087
37
Male
40,378
Divorced
4
High School
Unemployed
20.538827
Suburban
Basic
1
6
null
6
2019-09-19 15:21:39.166062
Average
No
Monthly
Condo
1,327
17,088
20
Male
922
Divorced
0
High School
Unemployed
31.01842
Suburban
Basic
null
17
427
5
2020-11-22 15:21:39.194829
Average
No
Daily
House
711
17,089
64
Female
74,371
Divorced
4
High School
null
18.723258
Rural
Comprehensive
1
17
487
7
2019-08-29 15:21:39.279729
Good
No
Rarely
House
110
17,090
31
Male
39,321
Single
null
Bachelor's
Employed
15.002042
Suburban
Basic
null
16
698
6
2021-04-15 15:21:39.134960
Average
No
Monthly
Condo
1,079
17,091
20
Male
null
Single
3
Bachelor's
Employed
23.403384
Suburban
Premium
1
4
453
2
2023-10-01 15:21:39.122134
Average
No
Daily
Apartment
2,833
17,092
36
Female
29,894
Married
4
High School
Employed
18.873303
Urban
Basic
1
18
562
1
2021-08-04 15:21:39.132191
Good
Yes
Rarely
Apartment
966
17,093
47
Male
26,776
Single
4
Bachelor's
null
34.29493
Rural
Comprehensive
1
14
788
4
2024-05-22 15:21:39.149731
Good
No
Daily
Condo
926
17,094
39
Female
20,783
Divorced
3
High School
Self-Employed
13.141766
Urban
Basic
1
5
571
6
2024-03-23 15:21:39.134960
Poor
Yes
Rarely
House
2,249
17,095
53
Female
16,479
Single
2
PhD
Employed
31.936364
Rural
Basic
null
6
672
6
2022-09-13 15:21:39.216387
Poor
No
Monthly
Apartment
573
17,096
36
Male
28,701
Divorced
1
Master's
null
45.845119
Rural
Basic
2
1
778
6
2022-05-20 15:21:39.086123
Poor
No
Weekly
House
73
17,097
48
Male
29,062
Divorced
4
Master's
Employed
9.73729
Urban
Basic
1
19
595
7
2023-12-30 15:21:39.134960
Good
Yes
Rarely
Apartment
1,073
17,098
51
Female
16,962
Single
0
Master's
Self-Employed
40.593124
Urban
Comprehensive
2
0
587
3
2023-04-08 15:21:39.176717
Poor
Yes
Monthly
Condo
779
17,099
29
Female
24,299
Married
3
Bachelor's
null
43.638943
Urban
Premium
0
17
583
7
2021-03-03 15:21:39.146733
Good
Yes
Rarely
Condo
1,078