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
23,000
37
Male
25,867
Married
4
Bachelor's
Unemployed
9.827778
Urban
Basic
0
6
496
9
2020-01-23 15:21:39.233998
Poor
No
Daily
House
894
23,001
59
Female
49,130
Divorced
4
Master's
Unemployed
19.967969
Suburban
Premium
1
3
312
4
2021-01-22 15:21:39.268507
null
Yes
Weekly
Condo
1,166
23,002
52
Female
29,003
Single
1
Master's
Self-Employed
27.0983
Urban
Premium
null
3
795
2
2020-04-20 15:21:39.148733
Average
Yes
Monthly
Condo
1,642
23,003
43
Male
5,907
Single
null
PhD
Self-Employed
null
Rural
Basic
0
12
595
7
2020-12-11 15:21:39.134960
Poor
Yes
Weekly
Condo
25
23,004
49
Female
12,058
Single
0
High School
Self-Employed
37.064865
Suburban
Basic
0
6
319
3
2022-04-13 15:21:39.133866
Poor
Yes
Weekly
Condo
1,625
23,005
64
Male
1,077
Married
0
Bachelor's
null
36.859809
Urban
Basic
0
15
697
7
2024-08-02 15:21:39.274993
null
No
Monthly
Apartment
1,071
23,006
49
Male
43,433
Divorced
0
Master's
null
31.076324
Rural
Basic
1
13
559
2
2023-07-26 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,752
23,007
51
Female
46,990
Married
2
Bachelor's
null
30.06632
Suburban
Comprehensive
1
1
null
7
2023-02-11 15:21:39.259788
Poor
Yes
Weekly
Apartment
236
23,008
44
Male
33,262
Divorced
4
Bachelor's
null
24.667782
Suburban
Premium
1
10
438
4
2022-11-12 15:21:39.155231
Good
No
Weekly
Apartment
2,652
23,009
20
Male
143,918
Single
0
PhD
Self-Employed
32.573689
Urban
Premium
2
13
824
9
2024-07-24 15:21:39.189223
Poor
No
Rarely
House
2,079
23,010
23
Male
66,789
Single
3
High School
Self-Employed
38.010542
Rural
Premium
2
3
398
7
2019-12-21 15:21:39.080440
Average
No
Monthly
Condo
532
23,011
44
Male
11,255
Single
3
Master's
Employed
24.281737
Suburban
Comprehensive
2
12
595
1
2021-03-05 15:21:39.155231
Average
Yes
Daily
Condo
1,336
23,012
56
Female
4,378
Divorced
1
Master's
Unemployed
21.484568
Suburban
Comprehensive
1
3
698
9
2021-09-24 15:21:39.185215
Poor
No
Weekly
Condo
273
23,013
57
Female
3,025
Divorced
0
PhD
Self-Employed
51.603637
Rural
Basic
0
7
null
1
2022-05-29 15:21:39.133866
Average
Yes
Weekly
Condo
715
23,014
54
Male
12,962
Married
4
Bachelor's
Employed
30.871507
Urban
Premium
null
19
554
3
2023-06-01 15:21:39.285112
Good
Yes
Weekly
House
489
23,015
24
Female
40,456
Married
1
PhD
null
23.616345
Rural
Premium
1
13
574
5
2021-12-26 15:21:39.170099
Average
No
Rarely
Condo
1,074
23,016
36
Male
434
Married
3
Bachelor's
null
18.407364
Suburban
Comprehensive
1
9
825
8
2019-10-31 15:21:39.146733
Poor
Yes
Daily
Apartment
1,856
23,017
32
Female
3,324
Divorced
null
PhD
null
35.256427
Suburban
Comprehensive
1
14
722
1
2021-06-03 15:21:39.283783
Average
Yes
Weekly
Condo
3,294
23,018
56
Female
10,097
Divorced
4
PhD
Self-Employed
26.818162
Suburban
Premium
1
9
728
2
2019-11-15 15:21:39.095696
Good
No
Monthly
House
726
23,019
62
Male
26,770
Single
4
Bachelor's
Unemployed
36.63715
Urban
Comprehensive
2
4
471
1
2019-08-28 15:21:39.270454
Poor
No
Rarely
Condo
172
23,020
43
Male
null
Single
0
Bachelor's
Unemployed
47.102514
Urban
Comprehensive
1
19
359
4
2020-05-09 15:21:39.108562
Poor
No
Rarely
Apartment
2,819
23,021
48
Male
47,999
Divorced
4
Bachelor's
null
51.764489
Urban
Basic
0
8
null
9
2022-06-22 15:21:39.155231
Average
No
Weekly
Apartment
1,741
23,022
32
Male
545
Married
2
Master's
null
22.056797
Rural
Comprehensive
4
12
588
3
2021-07-13 15:21:39.286113
Average
Yes
Rarely
Apartment
3,271
23,023
47
Female
76,546
Divorced
0
PhD
Unemployed
6.624673
Urban
Comprehensive
1
15
439
5
2024-02-12 15:21:39.274993
Poor
No
Daily
Condo
651
23,024
31
Male
10,158
Single
0
High School
Self-Employed
30.169842
Rural
Comprehensive
null
6
534
5
2021-10-04 15:21:39.237118
Average
No
Daily
Condo
857
23,025
58
Female
81,459
Single
2
Bachelor's
Unemployed
10.136714
Suburban
Premium
null
19
473
2
2021-05-28 15:21:39.237118
Good
No
Weekly
Apartment
2,403
23,026
54
Male
64,447
Single
4
Master's
Self-Employed
10.689948
Urban
Premium
0
5
412
3
2024-06-14 15:21:39.134960
Average
Yes
Weekly
House
539
23,027
27
Female
1,398
Divorced
0
Master's
Self-Employed
3.913508
Urban
Comprehensive
2
12
776
1
2023-01-07 15:21:39.155231
Poor
No
Daily
Apartment
1,030
23,028
23
Male
17,140
Divorced
3
PhD
null
35.926315
Rural
Comprehensive
null
12
658
4
2022-03-08 15:21:39.134960
Average
No
Monthly
Condo
1,329
23,029
64
Female
48,991
Divorced
1
Bachelor's
Unemployed
5.551299
Rural
Basic
null
9
415
9
2020-09-15 15:21:39.105504
Good
Yes
Monthly
House
1,613
23,030
47
Male
3,972
Single
3
High School
Unemployed
10.947292
Suburban
Premium
0
12
442
5
2020-12-18 15:21:39.224915
Poor
Yes
Weekly
Condo
718
23,031
54
Female
2,415
Divorced
2
High School
Unemployed
12.703748
Rural
Premium
2
19
824
4
2021-06-17 15:21:39.082499
Average
Yes
Daily
Apartment
522
23,032
56
Female
709
Married
1
Bachelor's
null
47.050104
Rural
Premium
0
2
644
9
2024-03-22 15:21:39.091080
Average
Yes
Weekly
Apartment
2,343
23,033
39
Female
75,506
Married
2
Bachelor's
Employed
25.827034
Urban
Comprehensive
null
17
775
6
2020-07-19 15:21:39.181605
Poor
Yes
Rarely
House
209
23,034
46
Male
29,061
Divorced
1
High School
Employed
43.079049
Suburban
Basic
2
11
548
7
2021-02-04 15:21:39.245086
null
No
Weekly
Apartment
846
23,035
27
Male
5,768
Divorced
1
Bachelor's
Unemployed
37.290401
Urban
Basic
1
6
639
2
2023-04-16 15:21:39.176717
Good
Yes
Weekly
House
1,729
23,036
55
Male
111,476
Single
3
Bachelor's
null
38.926258
Rural
Comprehensive
1
5
805
8
2022-02-06 15:21:39.116179
Average
No
Weekly
Condo
361
23,037
51
Male
null
Married
4
Bachelor's
null
18.835651
Urban
Premium
null
19
781
3
2024-06-03 15:21:39.147735
Poor
No
Weekly
Apartment
229
23,038
57
Male
102,861
Married
3
Bachelor's
Self-Employed
11.719097
Urban
Basic
1
18
452
2
2021-12-04 15:21:39.146733
Poor
Yes
Weekly
House
963
23,039
64
Male
23,015
Divorced
3
High School
Unemployed
20.705577
Urban
Comprehensive
2
7
null
8
2024-04-13 15:21:39.101733
Average
No
Daily
House
4,841
23,040
58
Male
128,149
Single
2
Bachelor's
Employed
50.389469
Suburban
Basic
0
9
369
1
2024-02-01 15:21:39.198406
Good
Yes
Monthly
Apartment
513
23,041
52
Male
30,372
Single
1
PhD
null
20.272899
Suburban
Basic
null
8
849
2
2020-02-23 15:21:39.285112
Poor
No
Weekly
Condo
683
23,042
21
Male
7,966
Married
4
High School
Unemployed
31.080087
Suburban
Basic
3
11
318
8
2022-08-29 15:21:39.267454
Poor
No
Weekly
House
2,086
23,043
46
Female
679
Married
0
High School
Self-Employed
null
Suburban
Basic
null
10
629
4
2022-04-12 15:21:39.226954
Good
No
Weekly
Condo
818
23,044
59
Male
16,708
Married
2
PhD
Self-Employed
37.171154
Rural
Comprehensive
2
16
790
8
2024-05-27 15:21:39.155231
Poor
No
Rarely
House
1,134
23,045
56
Female
4,817
Married
3
PhD
null
45.05797
Rural
Comprehensive
null
19
376
6
2024-06-20 15:21:39.126661
Poor
No
Daily
Apartment
963
23,046
null
Female
24,238
Single
0
High School
Self-Employed
15.983897
Suburban
Basic
null
13
673
2
2020-02-28 15:21:39.251142
Average
Yes
Rarely
Condo
1,010
23,047
42
Female
11,526
Married
3
Bachelor's
null
6.77317
Urban
Premium
2
13
650
9
2022-09-03 15:21:39.087123
Average
Yes
Daily
House
793
23,048
34
Female
9,082
Married
4
Bachelor's
Self-Employed
22.858984
Urban
Premium
null
11
677
8
2023-01-07 15:21:39.155231
Good
Yes
Weekly
Apartment
571
23,049
57
Male
25,631
Divorced
null
High School
null
36.263969
Suburban
Comprehensive
1
11
838
4
2020-03-11 15:21:39.233485
Average
No
Weekly
Apartment
552
23,050
18
Female
81,472
Single
1
Bachelor's
null
36.859252
Rural
Comprehensive
1
8
513
5
2021-12-19 15:21:39.134960
Good
Yes
Weekly
Apartment
130
23,051
18
Male
125,905
Married
null
High School
Self-Employed
27.99127
Urban
Basic
0
19
346
7
2021-06-19 15:21:39.237118
Good
No
Monthly
Condo
776
23,052
35
Female
30,619
Divorced
2
Master's
Employed
33.102318
Suburban
Comprehensive
null
3
617
8
2020-09-25 15:21:39.109552
Poor
No
Rarely
House
908
23,053
55
Female
3,076
Married
4
Bachelor's
Employed
17.151226
Suburban
Premium
3
0
491
7
2020-06-12 15:21:39.155231
null
Yes
Monthly
Apartment
846
23,054
46
Male
62,366
Single
2
High School
Self-Employed
20.884901
Rural
Basic
0
12
816
9
2020-09-26 15:21:39.086123
Average
No
Daily
House
119
23,055
45
Female
16,891
Married
3
Bachelor's
Employed
15.948113
Rural
Premium
1
13
693
2
2021-10-26 15:21:39.155231
Average
No
Rarely
Condo
34
23,056
44
Female
50,342
Married
null
Master's
Self-Employed
9.776319
Urban
Basic
null
18
417
4
2020-12-06 15:21:39.144722
Average
Yes
Daily
House
4,978
23,057
20
Female
3,416
Married
0
Bachelor's
Self-Employed
null
Rural
Basic
1
4
746
5
2023-09-05 15:21:39.104139
Good
No
Weekly
Apartment
616
23,058
56
Male
3,544
Single
3
PhD
Unemployed
37.487577
Suburban
Comprehensive
2
19
844
4
2020-09-17 15:21:39.106582
Average
Yes
Weekly
Condo
604
23,059
61
Female
35,244
Divorced
3
High School
Unemployed
3.261906
Suburban
Premium
null
14
598
3
2020-03-23 15:21:39.134960
Poor
No
Weekly
House
1,210
23,060
51
Male
38,133
Divorced
0
PhD
Self-Employed
30.744887
Urban
Comprehensive
null
5
742
5
2020-04-20 15:21:39.252145
Poor
Yes
Daily
House
1,654
23,061
49
Male
8,069
Divorced
4
Master's
Self-Employed
36.048815
Suburban
Premium
0
4
null
8
2021-01-17 15:21:39.285112
Average
No
Rarely
House
50
23,062
49
Male
1,345
Single
2
Bachelor's
Self-Employed
10.84839
Urban
Comprehensive
null
14
847
8
2024-05-19 15:21:39.226954
Average
No
Rarely
House
2,821
23,063
48
Male
39,593
Married
3
Master's
Employed
39.865474
Rural
Comprehensive
null
9
622
4
2023-04-01 15:21:39.143708
Good
No
Daily
House
975
23,064
50
Female
47,893
Single
4
Master's
Unemployed
24.037441
Rural
Premium
2
13
518
7
2020-10-26 15:21:39.134960
Good
Yes
Daily
Apartment
2,657
23,065
24
Male
16,756
Married
0
Bachelor's
Self-Employed
14.829058
Suburban
Premium
3
12
616
3
2022-05-02 15:21:39.255696
Average
No
Monthly
House
830
23,066
37
Male
4,510
Divorced
3
Master's
Unemployed
11.014034
Rural
Comprehensive
null
7
406
7
2024-03-14 15:21:39.133866
Good
No
Weekly
Condo
3,021
23,067
29
Male
87,840
Married
2
High School
Employed
39.708814
Rural
Comprehensive
1
19
745
5
2023-11-23 15:21:39.270454
Good
Yes
Daily
House
397
23,068
27
Male
3,616
Single
4
Bachelor's
Unemployed
18.816052
Suburban
Basic
2
1
828
6
2022-08-08 15:21:39.143708
Good
No
Monthly
House
842
23,069
33
Male
3,173
Divorced
2
High School
Employed
29.185814
Rural
Basic
1
9
507
8
2022-11-23 15:21:39.102694
Good
Yes
Daily
Condo
1,110
23,070
60
Female
15,423
Married
3
PhD
Employed
14.927904
Urban
Basic
1
6
677
5
2024-01-29 15:21:39.085129
Average
Yes
Rarely
Condo
1,264
23,071
36
Male
5,033
Divorced
3
Master's
null
41.045614
Suburban
Basic
2
17
565
7
2020-10-04 15:21:39.155231
Poor
No
Daily
Condo
586
23,072
61
Male
null
Married
1
PhD
Unemployed
14.240745
Urban
Comprehensive
null
17
337
9
2022-09-03 15:21:39.205850
Good
Yes
Rarely
House
1,730
23,073
64
Male
66,430
Single
3
High School
Unemployed
12.848755
Urban
Comprehensive
5
17
494
6
2023-10-17 15:21:39.237118
Average
Yes
Rarely
Condo
2,551
23,074
63
Male
7,741
Married
null
Bachelor's
Employed
7.640511
Urban
Comprehensive
0
17
602
3
2021-06-16 15:21:39.098696
Poor
No
Weekly
Apartment
1,550
23,075
50
Male
28,991
Single
4
High School
Unemployed
50.426927
Rural
Basic
null
12
809
7
2022-10-11 15:21:39.235012
Poor
Yes
Monthly
House
553
23,076
null
Female
16,574
Divorced
2
High School
Employed
45.752831
Suburban
Comprehensive
2
6
765
4
2020-10-11 15:21:39.218388
Average
No
Daily
Apartment
511
23,077
24
Male
37,253
Divorced
3
Bachelor's
Self-Employed
20.484402
Suburban
Comprehensive
null
19
null
3
2020-06-04 15:21:39.155231
Poor
No
Monthly
House
945
23,078
28
Male
137,412
Married
3
Master's
Unemployed
47.737439
Rural
Comprehensive
2
0
614
2
2020-04-19 15:21:39.126661
Poor
Yes
Monthly
House
2,873
23,079
31
Female
50,233
Single
4
High School
null
27.777938
Rural
Premium
1
7
682
9
2019-10-04 15:21:39.155231
Average
No
Monthly
House
144
23,080
18
Female
3,036
Married
3
Bachelor's
Employed
35.685626
Urban
Basic
null
7
465
5
2020-06-03 15:21:39.278402
Good
No
Weekly
Apartment
1,588
23,081
52
Male
5,820
Single
4
High School
null
15.723411
Rural
Comprehensive
1
13
779
9
2023-03-04 15:21:39.259788
Poor
Yes
Daily
House
1,583
23,082
25
Male
102,051
Married
1
High School
Unemployed
null
Urban
Comprehensive
3
3
673
8
2023-07-05 15:21:39.102694
Average
Yes
Monthly
House
1,829
23,083
36
Female
15,315
Single
3
Bachelor's
Employed
35.203704
Rural
Basic
0
1
338
8
2022-07-10 15:21:39.276901
Good
No
Monthly
Apartment
904
23,084
26
Male
35,706
Single
0
Bachelor's
Employed
21.103661
Rural
Comprehensive
null
11
768
2
2021-07-06 15:21:39.097737
Average
No
Daily
House
1,551
23,085
23
Female
24,862
Married
2
Bachelor's
Unemployed
50.8495
Rural
Premium
null
7
431
4
2019-10-23 15:21:39.194829
Good
No
Rarely
House
1,290
23,086
57
Female
8,058
Divorced
1
Master's
null
17.598826
Rural
Basic
null
7
774
7
2022-03-19 15:21:39.244069
Good
Yes
Daily
House
1,258
23,087
43
Male
6,051
Single
1
High School
Self-Employed
7.543014
Rural
Premium
null
9
704
3
2021-06-22 15:21:39.213373
Average
Yes
Monthly
House
885
23,088
61
Female
2,496
Single
1
High School
null
43.799929
Urban
Comprehensive
1
8
665
6
2024-08-01 15:21:39.155231
Average
No
Daily
Condo
2,114
23,089
49
Male
83,661
Single
3
Bachelor's
Self-Employed
34.939123
Rural
Premium
1
5
358
7
2023-05-29 15:21:39.134960
Good
Yes
Weekly
Apartment
20
23,090
60
Female
43,896
Divorced
3
PhD
null
17.012634
Urban
Basic
null
11
498
8
2020-04-19 15:21:39.155231
Average
No
Monthly
Apartment
1,269
23,091
52
Male
24,868
Single
3
Bachelor's
null
15.164281
Rural
Premium
3
13
410
3
2024-05-03 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,540
23,092
60
Male
13,760
Divorced
4
PhD
null
43.957357
Urban
Comprehensive
0
12
458
7
2023-07-02 15:21:39.170099
Average
Yes
Daily
Condo
137
23,093
36
Female
29,573
Married
null
Master's
null
6.34793
Urban
Basic
2
16
642
3
2023-01-08 15:21:39.155231
Good
Yes
Weekly
House
1,881
23,094
27
Male
27,709
Married
1
High School
Self-Employed
31.121476
Rural
Premium
1
5
763
6
2019-12-19 15:21:39.134960
Good
Yes
Monthly
Condo
1,222
23,095
47
Female
8,791
Single
0
Bachelor's
Self-Employed
9.527733
Suburban
Premium
0
19
776
7
2023-08-31 15:21:39.181605
Good
Yes
Monthly
House
581
23,096
51
Female
32,428
Single
1
Bachelor's
Employed
6.493838
Rural
Basic
null
7
383
3
2022-05-30 15:21:39.134960
Good
Yes
Daily
Apartment
1,643
23,097
59
Female
null
Married
2
PhD
null
38.223669
Urban
Basic
3
17
687
5
2021-01-23 15:21:39.209847
Good
No
Weekly
Condo
176
23,098
null
Male
20,597
Single
1
Master's
Self-Employed
9.955579
Urban
Premium
0
5
406
5
2021-03-02 15:21:39.265513
Average
Yes
Monthly
Condo
790
23,099
57
Female
135,964
Married
null
Master's
Employed
47.929823
Urban
Basic
null
19
429
6
2023-05-14 15:21:39.174719
Good
No
Weekly
House
2,126