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
37,000
21
Female
26,884
Single
2
High School
Employed
10.929883
Suburban
Basic
3
14
null
8
2023-11-04 15:21:39.278180
Good
No
Daily
Condo
78
37,001
51
Female
24,894
Divorced
4
Bachelor's
Self-Employed
null
Urban
Premium
0
13
null
3
2022-07-16 15:21:39.172097
Average
Yes
Daily
House
496
37,002
28
Male
5,958
Single
0
Bachelor's
null
18.907214
Suburban
Premium
2
18
678
7
2020-09-02 15:21:39.123711
Average
Yes
Daily
Condo
642
37,003
64
Female
4,733
Single
1
Master's
Self-Employed
32.753344
Rural
Premium
0
3
459
1
2020-03-14 15:21:39.252145
Average
Yes
Weekly
Apartment
1,054
37,004
60
Male
24,881
Single
4
Master's
null
20.828653
Rural
Basic
null
8
734
7
2021-07-20 15:21:39.265513
Average
No
Monthly
Condo
835
37,005
45
Male
63,841
Single
2
Master's
Employed
16.839456
Suburban
Premium
null
6
823
2
2023-02-05 15:21:39.081504
Average
No
Rarely
House
176
37,006
26
Female
25,481
Single
2
Bachelor's
Self-Employed
11.588729
Urban
Basic
2
15
310
5
2023-11-02 15:21:39.120168
Poor
No
Daily
House
1,242
37,007
21
Female
120,846
Single
null
Bachelor's
null
46.994381
Suburban
Comprehensive
1
13
454
7
2020-06-05 15:21:39.237118
Poor
No
Monthly
House
643
37,008
49
Female
4,769
Divorced
2
Bachelor's
Self-Employed
34.393875
Urban
Premium
2
13
558
6
2022-06-03 15:21:39.108562
null
No
Daily
House
1,156
37,009
47
Female
39,724
Divorced
null
Bachelor's
Employed
14.965655
Rural
Basic
1
19
612
8
2019-12-31 15:21:39.250151
Poor
Yes
Weekly
Apartment
702
37,010
51
Male
81,857
Single
4
PhD
Employed
16.607589
Urban
Basic
1
6
844
2
2021-09-05 15:21:39.134960
Average
No
Rarely
Condo
4,830
37,011
32
Male
24,331
Single
3
PhD
Unemployed
36.816403
Urban
Basic
1
17
null
8
2021-03-26 15:21:39.088124
Average
Yes
Rarely
House
182
37,012
38
Female
16,652
Divorced
4
High School
Self-Employed
36.38493
Urban
Comprehensive
3
13
707
2
2021-02-17 15:21:39.134960
null
Yes
Daily
Apartment
1,165
37,013
39
Female
53,845
Single
0
PhD
Self-Employed
null
Rural
Premium
0
2
771
6
2019-10-11 15:21:39.175719
Good
Yes
Monthly
Apartment
2,575
37,014
41
Male
45,415
Single
1
Bachelor's
Employed
24.099804
Urban
Premium
null
8
711
9
2020-04-25 15:21:39.172097
Good
No
Weekly
Condo
654
37,015
49
Male
26,776
Married
2
Bachelor's
Self-Employed
44.688546
Rural
Comprehensive
null
1
743
3
2024-05-17 15:21:39.122134
Good
No
Monthly
House
910
37,016
27
Female
48,568
Single
3
PhD
Employed
25.839301
Urban
Basic
1
13
453
3
2020-02-15 15:21:39.155231
Poor
No
Rarely
Apartment
2,463
37,017
37
Female
16,222
Divorced
1
Master's
null
25.948142
Suburban
Premium
null
1
null
6
2022-04-24 15:21:39.281787
Poor
No
Monthly
Apartment
832
37,018
52
Male
81,083
Divorced
3
Bachelor's
Self-Employed
47.255064
Rural
Basic
1
6
342
9
2020-02-03 15:21:39.254678
Good
Yes
Daily
House
623
37,019
39
Male
5,055
Divorced
0
High School
Self-Employed
null
Suburban
Premium
null
4
534
2
2022-08-01 15:21:39.177724
Good
No
Rarely
House
992
37,020
49
Female
16,245
Married
0
Bachelor's
Unemployed
8.366749
Urban
Comprehensive
null
18
476
4
2021-08-31 15:21:39.274993
Average
No
Weekly
House
446
37,021
22
Female
103,357
Married
4
Bachelor's
Unemployed
24.814482
Rural
Comprehensive
1
3
749
5
2022-05-28 15:21:39.188220
Poor
Yes
Daily
Apartment
49
37,022
58
Female
57,113
Single
3
Master's
Employed
19.005569
Urban
Comprehensive
null
3
326
6
2020-12-25 15:21:39.079128
Poor
No
Daily
Apartment
1,585
37,023
46
Female
35,701
Divorced
0
Bachelor's
Unemployed
42.980819
Suburban
Basic
0
18
735
5
2022-11-17 15:21:39.176717
Good
No
Daily
Apartment
971
37,024
39
Female
37,669
Single
4
PhD
Employed
9.985069
Rural
Basic
1
18
696
3
2019-12-18 15:21:39.176717
Poor
Yes
Monthly
Apartment
843
37,025
null
Male
6,632
Single
4
Bachelor's
Unemployed
34.049015
Suburban
Premium
1
11
617
4
2023-01-18 15:21:39.244069
Average
No
Rarely
Apartment
1,572
37,026
40
Female
1,641
Divorced
4
PhD
Employed
22.55804
Urban
Premium
2
19
376
3
2020-07-23 15:21:39.224915
Average
Yes
Weekly
House
2,907
37,027
62
Female
2,762
Married
null
Bachelor's
Unemployed
40.389626
Rural
Basic
1
5
null
5
2020-11-20 15:21:39.092127
Good
Yes
Weekly
Condo
2,596
37,028
20
Male
44,779
Divorced
3
Bachelor's
null
40.836238
Suburban
Basic
null
18
456
6
2023-05-03 15:21:39.169102
Poor
Yes
Weekly
Apartment
563
37,029
24
Male
28,418
Married
3
High School
Employed
51.836806
Rural
Comprehensive
null
19
706
7
2020-01-23 15:21:39.288099
Average
Yes
Weekly
Condo
446
37,030
58
Male
2,666
Married
2
Master's
null
14.801646
Urban
Basic
2
11
474
5
2020-12-23 15:21:39.192212
Good
Yes
Rarely
Condo
1,457
37,031
49
Female
8,071
Divorced
null
Bachelor's
null
5.634216
Rural
Comprehensive
1
6
614
4
2023-04-16 15:21:39.143708
Average
No
Monthly
Apartment
740
37,032
44
Male
26,962
Married
3
High School
Self-Employed
5.722183
Urban
Premium
null
19
839
3
2021-12-30 15:21:39.155231
Average
Yes
Daily
House
1,522
37,033
45
Female
72,670
Divorced
4
High School
Employed
35.85316
Urban
Premium
2
12
493
7
2024-04-22 15:21:39.281787
Poor
Yes
Daily
House
2,126
37,034
44
Female
15,962
Married
3
Bachelor's
Unemployed
22.826365
Urban
Basic
null
19
500
8
2022-08-05 15:21:39.094752
Good
No
Weekly
Condo
1,284
37,035
39
Male
null
Married
4
Bachelor's
null
39.163389
Rural
Comprehensive
2
15
442
7
2019-12-03 15:21:39.134960
Good
Yes
Weekly
Apartment
2,745
37,036
47
Male
null
Divorced
null
Bachelor's
Self-Employed
32.896442
Rural
Comprehensive
null
1
772
3
2022-06-07 15:21:39.192212
Average
Yes
Weekly
House
173
37,037
49
Female
511
Divorced
1
PhD
Unemployed
30.637893
Suburban
Basic
null
16
459
3
2021-12-27 15:21:39.079128
Good
Yes
Weekly
Apartment
1,061
37,038
21
Male
20,211
Divorced
0
Master's
Employed
19.554908
Urban
Premium
0
0
659
8
2023-06-27 15:21:39.119168
Good
Yes
Weekly
Condo
1,684
37,039
25
Male
71,629
Divorced
null
PhD
Employed
35.242011
Suburban
Basic
3
3
482
7
2021-10-11 15:21:39.222387
Poor
No
Daily
House
677
37,040
27
Female
79,954
Divorced
0
PhD
null
23.08473
Suburban
Premium
2
13
508
5
2024-02-21 15:21:39.173834
Poor
No
Rarely
House
290
37,041
45
Male
2,934
Married
4
High School
Unemployed
21.634681
Urban
Comprehensive
0
18
559
6
2022-12-12 15:21:39.134960
Average
Yes
Daily
Apartment
28
37,042
32
Male
5,719
Married
3
PhD
Employed
24.826012
Suburban
Basic
0
0
null
1
2023-10-04 15:21:39.143708
Poor
No
Monthly
House
2,186
37,043
62
Female
14,084
Single
3
Bachelor's
Unemployed
28.711518
Rural
Comprehensive
0
9
508
3
2024-02-23 15:21:39.228521
Average
No
Daily
Condo
144
37,044
46
Male
71,679
Single
0
Bachelor's
Unemployed
24.078644
Suburban
Basic
0
16
310
2
2021-11-05 15:21:39.188220
Average
Yes
Monthly
Condo
104
37,045
57
Female
18,681
Single
3
PhD
null
37.819275
Urban
Basic
3
1
null
4
2021-02-28 15:21:39.106582
Average
Yes
Weekly
Condo
963
37,046
29
Male
39,321
Single
4
High School
Self-Employed
26.298034
Rural
Premium
null
3
843
9
2020-08-31 15:21:39.217387
Average
No
Monthly
House
1,094
37,047
59
Male
489
Divorced
2
Bachelor's
null
44.91238
Urban
Premium
null
2
462
2
2019-11-21 15:21:39.134960
Average
No
Daily
Condo
742
37,048
null
Female
null
Divorced
2
PhD
Employed
47.221085
Suburban
Comprehensive
null
16
427
5
2020-12-28 15:21:39.134960
null
No
Rarely
Condo
2,440
37,049
52
Female
24,240
Divorced
4
High School
Employed
39.163628
Rural
Basic
null
18
706
3
2022-06-08 15:21:39.274993
Good
No
Rarely
Condo
919
37,050
22
Male
4,907
Single
3
Bachelor's
Unemployed
31.168938
Suburban
Premium
null
18
578
9
2022-12-23 15:21:39.281787
Good
No
Daily
Apartment
2,418
37,051
63
Female
32,148
Single
0
PhD
Employed
12.857648
Rural
Premium
0
2
774
6
2020-11-06 15:21:39.174719
Average
No
Rarely
Apartment
1,164
37,052
61
Female
30,159
Single
4
High School
Self-Employed
3.907309
Rural
Basic
1
13
476
4
2023-04-24 15:21:39.114118
Good
No
Monthly
Apartment
1,359
37,053
31
Male
3,298
Divorced
3
High School
Employed
null
Suburban
Premium
0
6
null
6
2023-12-14 15:21:39.083497
Poor
No
Daily
Condo
1,517
37,054
25
Female
857
Divorced
4
PhD
Self-Employed
7.005056
Rural
Basic
2
13
714
4
2024-07-22 15:21:39.180553
Average
No
Rarely
Apartment
909
37,055
51
Female
4,610
Single
1
PhD
Self-Employed
29.99352
Rural
Premium
2
11
null
6
2022-08-01 15:21:39.090124
null
Yes
Daily
Apartment
3,320
37,056
41
Male
648
Single
3
Bachelor's
Unemployed
null
Urban
Comprehensive
1
13
null
3
2024-03-17 15:21:39.188220
Good
No
Daily
House
1,625
37,057
21
Male
2,744
Single
3
High School
Self-Employed
39.054241
Rural
Basic
null
19
641
3
2020-07-09 15:21:39.237118
Good
No
Rarely
Condo
2,486
37,058
59
Male
4,942
Married
0
Master's
null
8.848558
Urban
Basic
null
17
724
3
2023-11-23 15:21:39.134960
Average
No
Daily
Apartment
2,084
37,059
28
Male
16,646
Divorced
4
High School
Self-Employed
13.384827
Urban
Premium
1
16
456
5
2021-04-16 15:21:39.226954
Poor
No
Daily
Condo
485
37,060
42
Male
59,358
null
4
PhD
Unemployed
24.959102
Urban
Basic
3
17
678
7
2023-06-26 15:21:39.118178
Good
Yes
Daily
House
1,310
37,061
32
Female
8,072
Single
1
High School
null
41.948339
Suburban
Comprehensive
1
11
544
2
2020-07-26 15:21:39.155231
Good
No
Monthly
Condo
605
37,062
18
Male
15,521
Single
4
Bachelor's
Self-Employed
12.142643
Urban
Comprehensive
null
17
335
7
2019-12-22 15:21:39.252145
Good
Yes
Daily
House
1,597
37,063
56
Male
1,479
Married
1
High School
Unemployed
51.937751
Rural
Premium
null
5
532
2
2019-12-22 15:21:39.155231
Good
Yes
Weekly
House
956
37,064
56
Female
15,886
Divorced
null
PhD
Self-Employed
7.08469
Rural
Premium
0
16
622
9
2020-07-24 15:21:39.273973
Average
Yes
Weekly
Condo
648
37,065
36
Female
29,097
Married
3
PhD
Employed
null
Urban
Premium
null
9
711
8
2020-01-08 15:21:39.134960
Average
No
Daily
House
758
37,066
34
Female
1,364
Married
0
Bachelor's
Self-Employed
34.140116
Urban
Comprehensive
null
13
462
6
2024-04-03 15:21:39.191219
Average
No
Daily
House
1,155
37,067
50
Female
74,597
Married
4
PhD
Unemployed
29.06417
Suburban
Comprehensive
1
7
706
5
2022-09-03 15:21:39.134960
null
Yes
Rarely
Apartment
382
37,068
27
Male
6,974
Single
0
High School
Employed
47.08128
Suburban
Basic
null
14
743
2
2020-02-19 15:21:39.271453
Poor
Yes
Rarely
Condo
563
37,069
52
Male
10,175
Divorced
1
High School
Employed
43.351593
Suburban
Comprehensive
1
9
790
5
2023-02-26 15:21:39.090124
null
No
Monthly
Apartment
33
37,070
61
Female
7,726
Divorced
4
Master's
Self-Employed
34.081503
Rural
Premium
0
11
472
3
2024-08-13 15:21:39.214388
Average
No
Daily
Condo
654
37,071
24
Male
3,082
Single
3
Master's
null
15.056905
Rural
Comprehensive
0
11
438
9
2024-02-28 15:21:39.126661
Average
No
Weekly
House
668
37,072
47
Female
107,908
Married
null
PhD
Employed
26.336211
Rural
Comprehensive
1
14
582
2
2021-07-25 15:21:39.155231
Average
Yes
Weekly
House
275
37,073
25
Male
5,072
Single
4
PhD
null
40.382595
Suburban
Comprehensive
1
17
546
2
2020-11-06 15:21:39.126661
Average
Yes
Weekly
Condo
1,705
37,074
null
Female
59,599
Divorced
2
Master's
Employed
28.523929
Rural
Basic
null
19
849
5
2019-12-27 15:21:39.186212
Good
No
Rarely
House
2,780
37,075
58
Female
12,808
Single
0
High School
null
null
Suburban
Premium
null
11
676
3
2020-10-26 15:21:39.281787
Good
No
Monthly
Apartment
576
37,076
64
Male
39,723
Divorced
4
Master's
null
40.822384
Urban
Basic
null
12
788
7
2024-02-08 15:21:39.113566
Average
No
Daily
House
1,294
37,077
20
Female
15,387
Single
1
High School
Self-Employed
8.279576
Rural
Comprehensive
null
0
785
6
2023-11-23 15:21:39.285112
Good
Yes
Weekly
House
836
37,078
62
Male
10,067
Single
1
Master's
Self-Employed
28.942112
Rural
Comprehensive
2
12
476
8
2020-04-11 15:21:39.134960
Average
Yes
Weekly
House
1,181
37,079
28
Female
94,043
Divorced
4
High School
Unemployed
14.823224
Rural
Premium
null
3
464
6
2024-08-10 15:21:39.204790
Good
No
Daily
Condo
411
37,080
45
Male
2,970
Married
1
Bachelor's
Employed
18.342805
Rural
Comprehensive
4
14
626
6
2022-02-15 15:21:39.261856
Good
No
Monthly
Condo
761
37,081
52
Male
45,929
Married
0
Bachelor's
Unemployed
19.819945
Suburban
Premium
null
7
805
1
2020-02-01 15:21:39.134960
Poor
No
Monthly
Condo
875
37,082
25
Female
26,395
Married
4
Bachelor's
Self-Employed
null
Rural
Premium
0
14
null
3
2019-11-02 15:21:39.185215
Poor
Yes
Daily
Apartment
856
37,083
59
Female
96,819
Married
2
High School
Self-Employed
13.80675
Rural
Premium
0
5
538
9
2022-06-20 15:21:39.134960
Good
Yes
Rarely
Condo
350
37,084
36
Female
38,502
Married
2
High School
null
6.944331
Rural
Premium
null
9
603
4
2019-09-03 15:21:39.226954
Good
No
Weekly
Condo
1,816
37,085
56
Female
31,228
Divorced
3
Bachelor's
Employed
17.312664
Urban
Premium
2
18
840
2
2021-08-30 15:21:39.224915
Average
Yes
Rarely
Condo
621
37,086
54
Male
80,962
Single
4
Master's
null
12.976874
Urban
Basic
0
15
565
7
2023-12-06 15:21:39.206847
Average
Yes
Daily
Condo
66
37,087
29
Male
1,486
Divorced
0
Master's
Employed
44.42372
Suburban
Comprehensive
1
5
661
7
2022-03-25 15:21:39.092127
Average
Yes
Daily
House
42
37,088
19
Male
25,563
Single
1
PhD
Self-Employed
31.536949
Rural
Basic
0
1
689
6
2020-06-04 15:21:39.085129
Average
No
Daily
Apartment
669
37,089
32
Male
1,259
Single
2
PhD
Self-Employed
36.262881
Suburban
Basic
2
2
846
7
2021-06-05 15:21:39.091080
Average
No
Daily
House
622
37,090
46
Female
2,382
Married
null
Master's
Employed
5.97364
Urban
Comprehensive
1
14
471
3
2020-07-31 15:21:39.107553
Average
Yes
Weekly
Condo
522
37,091
36
Male
32,298
Single
3
PhD
null
40.576508
Urban
Basic
null
18
527
8
2020-09-23 15:21:39.256696
Poor
Yes
Weekly
Condo
1,080
37,092
22
Female
16,862
Divorced
0
High School
Employed
41.624608
Urban
Premium
0
16
711
8
2021-10-12 15:21:39.259788
Poor
No
Monthly
Condo
813
37,093
40
Male
15,019
Divorced
4
PhD
Employed
8.091872
Suburban
Premium
0
16
684
6
2021-06-22 15:21:39.248098
Average
No
Weekly
House
1,310
37,094
46
Female
46,138
Single
3
Master's
null
37.288901
Urban
Premium
null
11
575
4
2021-09-23 15:21:39.237118
Average
Yes
Daily
Condo
2,701
37,095
60
Male
28,982
Divorced
1
PhD
Employed
26.123516
Suburban
Basic
null
2
842
1
2023-07-17 15:21:39.237118
Poor
No
Monthly
House
1,037
37,096
55
Female
38,150
Single
2
High School
null
11.558106
Urban
Basic
1
1
563
2
2021-08-09 15:21:39.237118
Good
Yes
Rarely
Condo
1,225
37,097
51
Female
2,786
Divorced
1
Master's
Unemployed
null
Rural
Comprehensive
2
9
789
5
2021-01-03 15:21:39.214388
Poor
No
Weekly
Apartment
722
37,098
20
Male
24,591
Single
1
Master's
null
42.273903
Rural
Premium
1
6
759
2
2022-03-27 15:21:39.100695
Good
No
Rarely
Condo
2,029
37,099
35
Female
86,927
Married
2
Bachelor's
Employed
21.487328
Urban
Comprehensive
0
10
null
7
2020-04-06 15:21:39.172097
Average
Yes
Monthly
House
393