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
30,000
38
Male
30,444
Single
1
High School
null
18.344596
Rural
Comprehensive
0
16
757
5
2020-01-19 15:21:39.091080
Average
Yes
Weekly
House
711
30,001
35
Male
6,017
Divorced
2
PhD
Unemployed
43.219894
Rural
Comprehensive
0
6
494
8
2023-07-21 15:21:39.237118
Poor
Yes
Weekly
House
1,780
30,002
43
Female
17,177
Single
4
Bachelor's
null
15.744764
Suburban
Basic
null
7
593
1
2020-07-02 15:21:39.208842
Poor
Yes
Rarely
Apartment
1,479
30,003
38
Female
4,439
Single
null
High School
Unemployed
null
Urban
Comprehensive
null
0
null
9
2021-05-30 15:21:39.175719
Average
Yes
Weekly
Condo
531
30,004
25
Female
95,654
Divorced
0
PhD
null
7.40253
Suburban
Basic
null
13
707
7
2023-04-18 15:21:39.237118
Good
Yes
Rarely
Condo
340
30,005
46
Male
26,105
Married
4
Bachelor's
Self-Employed
18.654156
Rural
Basic
1
7
811
6
2020-12-09 15:21:39.246098
Poor
No
Monthly
House
290
30,006
36
Male
11,997
Married
null
Bachelor's
Unemployed
36.766016
Urban
Comprehensive
0
8
307
8
2019-10-01 15:21:39.105504
Good
No
Weekly
Condo
1,679
30,007
60
Female
22,415
Married
1
PhD
null
45.766931
Urban
Comprehensive
null
15
321
5
2021-12-10 15:21:39.194829
Good
Yes
Weekly
House
532
30,008
49
Female
1,060
Divorced
0
Master's
null
30.287633
Suburban
Premium
2
17
776
5
2021-11-26 15:21:39.149731
Average
Yes
Weekly
Condo
319
30,009
50
Female
49,095
Divorced
3
Bachelor's
Self-Employed
30.158909
Suburban
Premium
3
15
592
6
2021-01-09 15:21:39.134960
Good
Yes
Rarely
Condo
240
30,010
57
Female
4,749
Divorced
0
Master's
Unemployed
38.391486
Rural
Basic
3
12
590
3
2022-10-29 15:21:39.134960
Average
No
Rarely
House
556
30,011
21
Male
41,526
Married
2
Master's
Employed
12.064838
Rural
Comprehensive
1
2
645
9
2022-09-26 15:21:39.214388
Poor
No
Rarely
Apartment
415
30,012
30
Male
30,163
null
1
High School
Employed
33.898563
Rural
Premium
1
7
639
8
2024-06-08 15:21:39.274993
Good
Yes
Monthly
Condo
71
30,013
46
Female
116,064
Married
0
PhD
null
null
Rural
Comprehensive
1
7
755
5
2021-06-27 15:21:39.222387
null
No
Rarely
Apartment
659
30,014
64
Male
4,099
Married
4
Master's
Self-Employed
15.098333
Rural
Comprehensive
2
18
573
9
2022-05-28 15:21:39.276901
Good
Yes
Weekly
Condo
619
30,015
33
Male
15,255
Divorced
0
High School
null
33.553845
Suburban
Basic
1
16
776
7
2021-11-28 15:21:39.133866
Good
Yes
Monthly
House
813
30,016
52
Male
10,131
Single
null
Master's
Unemployed
18.523423
Urban
Premium
2
15
479
8
2020-11-27 15:21:39.244069
Good
No
Rarely
Apartment
2,146
30,017
null
Female
1,575
Married
1
Bachelor's
null
13.448977
Urban
Comprehensive
2
5
599
5
2022-04-26 15:21:39.231531
Average
No
Weekly
Apartment
586
30,018
21
Male
7,858
Married
2
PhD
Employed
36.94726
Urban
Premium
1
8
796
2
2022-12-14 15:21:39.130190
Average
Yes
Daily
Apartment
449
30,019
39
Female
38,393
Divorced
0
PhD
null
21.521194
Urban
Comprehensive
0
4
407
5
2019-10-01 15:21:39.248098
Poor
No
Weekly
House
2,445
30,020
18
Male
132,597
Married
1
Bachelor's
null
38.490004
Rural
Comprehensive
4
7
381
6
2019-10-09 15:21:39.131192
Average
No
Weekly
Condo
39
30,021
52
Male
43,783
Single
2
PhD
Unemployed
10.827131
Suburban
Comprehensive
0
1
458
7
2022-11-08 15:21:39.194829
Average
Yes
Rarely
Apartment
227
30,022
45
Female
30,101
Married
4
Bachelor's
Self-Employed
9.678712
Rural
Comprehensive
2
8
320
9
2023-07-07 15:21:39.265513
Good
No
Weekly
Apartment
1,758
30,023
58
Male
23,755
Divorced
0
Master's
Self-Employed
12.849301
Rural
Basic
3
5
552
4
2024-02-18 15:21:39.259788
Poor
No
Daily
Apartment
745
30,024
33
Female
16,992
Single
3
PhD
Self-Employed
46.802945
Suburban
Basic
1
12
365
2
2023-01-15 15:21:39.268507
Poor
No
Weekly
House
917
30,025
54
Female
26,534
Single
0
Bachelor's
Self-Employed
6.998752
Urban
Premium
null
10
847
6
2023-10-05 15:21:39.105404
Poor
No
Rarely
House
1,108
30,026
36
Male
43,778
Divorced
0
Bachelor's
Self-Employed
15.952815
Suburban
Premium
null
16
584
8
2021-01-13 15:21:39.217387
Good
Yes
Daily
Apartment
2,229
30,027
53
Male
113,652
Single
1
Bachelor's
null
null
Suburban
Basic
null
18
704
5
2023-11-21 15:21:39.209847
null
Yes
Weekly
Condo
391
30,028
49
Male
1,101
Married
null
Bachelor's
Unemployed
9.490583
Rural
Comprehensive
null
6
null
1
2021-10-16 15:21:39.237118
Average
No
Rarely
Condo
3,132
30,029
27
Male
13,983
Single
2
Master's
null
26.749669
Rural
Premium
1
2
654
3
2020-06-24 15:21:39.180553
Average
No
Monthly
Condo
467
30,030
50
Male
12,732
Divorced
0
Bachelor's
Self-Employed
41.464723
Suburban
Comprehensive
3
12
696
2
2020-01-01 15:21:39.218388
Average
Yes
Weekly
Condo
138
30,031
58
Female
7,165
Single
3
High School
Employed
7.634647
Suburban
Premium
null
1
407
5
2020-06-12 15:21:39.204201
null
Yes
Daily
House
1,224
30,032
60
Female
6,945
Married
null
Master's
Self-Employed
26.838392
Suburban
Comprehensive
null
4
null
1
2023-10-10 15:21:39.257696
Average
Yes
Weekly
Condo
694
30,033
19
Female
2,426
Divorced
1
High School
Employed
42.980819
Suburban
Comprehensive
3
16
467
3
2023-11-20 15:21:39.134960
Poor
No
Monthly
House
940
30,034
30
Male
60,988
Divorced
4
High School
Employed
41.817974
Suburban
Basic
1
12
709
5
2019-10-07 15:21:39.155231
Good
Yes
Rarely
Condo
2,051
30,035
43
Male
9,092
Married
1
High School
null
10.70273
Rural
Basic
null
15
782
9
2020-07-08 15:21:39.171102
Average
No
Rarely
House
945
30,036
23
Male
20,254
Divorced
4
Master's
null
17.753379
Suburban
Comprehensive
null
0
583
7
2023-09-18 15:21:39.134960
Average
No
Weekly
Condo
38
30,037
60
Male
43,789
Divorced
3
Master's
Employed
5.823407
Urban
Premium
1
7
689
9
2022-05-10 15:21:39.194829
Average
No
Daily
Condo
2,137
30,038
40
Female
30,961
Married
1
Bachelor's
null
26.052058
Suburban
Premium
null
5
803
3
2023-07-28 15:21:39.155231
Poor
No
Weekly
House
1,222
30,039
45
Male
72,907
Divorced
2
High School
Unemployed
null
Urban
Premium
0
12
472
8
2024-03-04 15:21:39.128286
Average
No
Daily
House
1,410
30,040
51
Male
15,275
Divorced
0
PhD
Employed
22.854545
Rural
Premium
null
6
582
7
2020-07-31 15:21:39.171102
Average
Yes
Rarely
Apartment
988
30,041
23
Female
14,085
Married
1
PhD
Self-Employed
11.054839
Urban
Basic
2
3
743
8
2024-01-21 15:21:39.283783
Average
No
Monthly
House
827
30,042
64
Male
37,184
Married
2
Master's
Self-Employed
23.123978
Suburban
Premium
null
7
null
2
2022-05-05 15:21:39.179186
null
No
Monthly
House
1,102
30,043
44
Male
16,751
Married
1
Master's
null
24.63715
Urban
Basic
0
12
685
8
2020-01-12 15:21:39.093681
Good
No
Rarely
Apartment
2,273
30,044
31
Female
11,573
Married
0
High School
Self-Employed
26.981767
Urban
Comprehensive
null
6
747
1
2024-05-25 15:21:39.223901
Good
No
Rarely
Apartment
135
30,045
22
Female
27,860
Single
2
Bachelor's
null
35.654006
Rural
Comprehensive
1
13
749
1
2020-06-12 15:21:39.248098
Average
Yes
Weekly
Apartment
2,641
30,046
42
Male
68,894
Single
2
Bachelor's
Self-Employed
null
Urban
Basic
2
19
485
3
2021-04-02 15:21:39.205850
Poor
Yes
Rarely
House
3,315
30,047
31
Female
39,696
Single
null
Master's
null
46.722609
Rural
Premium
2
15
794
4
2021-04-23 15:21:39.177724
Poor
No
Rarely
House
1,625
30,048
27
Male
10,100
Divorced
0
Master's
Unemployed
38.052934
Rural
Comprehensive
1
13
328
8
2023-08-04 15:21:39.237118
Poor
No
Weekly
House
668
30,049
61
Male
4,976
Married
1
PhD
Employed
29.769223
Rural
Basic
3
3
452
2
2019-09-17 15:21:39.177724
Average
Yes
Weekly
Condo
713
30,050
63
Male
68,143
Divorced
1
High School
Unemployed
44.368849
Suburban
Basic
null
19
397
9
2020-01-27 15:21:39.155231
Poor
Yes
Rarely
Condo
2,379
30,051
null
Female
95,522
Married
3
PhD
Employed
21.914609
Suburban
Premium
0
3
354
2
2020-03-30 15:21:39.237118
null
No
Daily
Apartment
830
30,052
61
Female
12,791
Single
4
PhD
null
33.683827
Rural
Premium
null
3
615
1
2023-06-28 15:21:39.176717
Good
Yes
Weekly
House
693
30,053
34
Male
3,623
Divorced
1
PhD
Unemployed
21.917966
Suburban
Premium
5
17
498
1
2019-08-27 15:21:39.226954
Good
Yes
Rarely
Condo
595
30,054
35
Female
62,733
Divorced
2
PhD
Self-Employed
9.940941
Urban
Premium
1
13
341
1
2020-09-18 15:21:39.091080
Average
No
Weekly
House
1,377
30,055
59
Male
77,107
Divorced
2
High School
Self-Employed
41.556948
Urban
Premium
2
7
444
1
2019-09-29 15:21:39.171102
Average
Yes
Rarely
House
1,249
30,056
38
Female
30,892
Divorced
2
PhD
Self-Employed
51.534004
Rural
Premium
1
8
719
2
2023-08-26 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,373
30,057
59
Female
47,307
Divorced
3
Bachelor's
Unemployed
11.440147
Urban
Premium
3
2
822
2
2020-10-08 15:21:39.232526
Good
No
Daily
House
246
30,058
23
Female
6,710
Divorced
1
Master's
Unemployed
29.989114
Urban
Premium
0
15
796
2
2022-11-19 15:21:39.134960
Good
Yes
Rarely
Apartment
591
30,059
41
Female
24,388
Divorced
4
Master's
Unemployed
33.534787
Suburban
Comprehensive
0
0
644
1
2022-10-06 15:21:39.087123
Average
No
Weekly
Condo
2,421
30,060
32
Male
928
Married
1
High School
Employed
null
Suburban
Comprehensive
0
12
717
8
2023-06-24 15:21:39.143708
Average
No
Rarely
Apartment
604
30,061
63
Male
39,569
Single
3
Master's
Employed
30.977703
Urban
Comprehensive
0
14
null
2
2024-03-31 15:21:39.261856
Good
No
Weekly
House
1,178
30,062
34
Female
10,146
Divorced
4
Master's
Unemployed
48.78308
Rural
Basic
0
19
734
7
2022-01-05 15:21:39.098696
Average
Yes
Rarely
Apartment
537
30,063
55
Male
44,746
Divorced
null
PhD
null
12.497835
Urban
Premium
0
8
646
7
2021-12-17 15:21:39.114118
Average
No
Daily
Condo
511
30,064
22
Male
6,909
Married
4
Master's
null
46.064608
Rural
Premium
null
8
472
8
2023-05-13 15:21:39.244069
Average
No
Weekly
Apartment
588
30,065
59
Male
2,399
Married
3
Bachelor's
Unemployed
28.879384
Rural
Basic
1
0
472
4
2023-03-20 15:21:39.086123
Average
Yes
Monthly
House
553
30,066
51
Female
47,850
Married
3
High School
Employed
19.979059
Urban
Premium
0
19
344
4
2021-04-07 15:21:39.237118
Poor
Yes
Monthly
Apartment
467
30,067
62
Male
82,484
Single
2
Bachelor's
Self-Employed
5.092921
Urban
Premium
0
1
405
9
2021-12-09 15:21:39.152732
Good
No
Daily
House
186
30,068
41
Female
15,306
Divorced
0
Master's
null
41.878147
Suburban
Comprehensive
0
2
647
5
2024-04-03 15:21:39.143708
Average
Yes
Rarely
Apartment
908
30,069
39
Female
5,530
Divorced
4
PhD
Self-Employed
21.527675
Rural
Comprehensive
0
16
603
7
2022-08-19 15:21:39.095696
Poor
Yes
Monthly
House
2,947
30,070
60
Male
1,604
Married
0
Bachelor's
Self-Employed
7.926796
Suburban
Comprehensive
null
16
841
4
2021-02-10 15:21:39.155231
Poor
Yes
Monthly
Condo
4,964
30,071
64
Female
4,825
Married
3
High School
Employed
24.599819
Suburban
Basic
null
2
538
4
2021-03-11 15:21:39.155231
Average
Yes
Daily
House
2,248
30,072
20
Male
74,984
Married
3
Master's
Self-Employed
34.167788
Urban
Comprehensive
0
3
301
2
2021-10-09 15:21:39.276901
Poor
Yes
Monthly
Apartment
1,294
30,073
18
Male
397
Divorced
2
PhD
Employed
38.99118
Urban
Comprehensive
0
3
774
8
2021-08-13 15:21:39.134960
Poor
Yes
Monthly
Apartment
2,108
30,074
38
Female
28,561
Single
4
Master's
Employed
14.076692
Urban
Basic
1
4
null
8
2022-05-23 15:21:39.179186
Poor
Yes
Monthly
Apartment
2,455
30,075
31
Female
23,227
Divorced
3
Bachelor's
Unemployed
47.992518
Suburban
Basic
2
4
669
2
2022-10-01 15:21:39.098696
Poor
No
Rarely
Condo
739
30,076
63
Female
901
Married
4
PhD
Self-Employed
12.926605
Urban
Comprehensive
2
19
769
2
2021-03-03 15:21:39.285112
Good
No
Weekly
House
3,042
30,077
61
Male
27,428
Single
2
PhD
Employed
18.595579
Rural
Premium
null
6
431
9
2022-01-24 15:21:39.172097
Good
No
Rarely
House
1,403
30,078
49
Female
64,484
Single
4
High School
Employed
16.328318
Urban
Basic
1
9
524
5
2019-12-29 15:21:39.133866
Good
No
Daily
Condo
3,872
30,079
37
Male
17,076
Divorced
3
High School
Self-Employed
31.054771
Rural
Premium
3
12
null
3
2022-08-27 15:21:39.204790
Good
Yes
Rarely
House
883
30,080
52
Female
26,292
Single
0
Master's
Unemployed
11.727081
Urban
Premium
0
1
382
2
2020-09-23 15:21:39.288099
Average
Yes
Rarely
Apartment
2,750
30,081
21
Female
44,729
Single
4
High School
Employed
25.757973
Suburban
Basic
null
11
675
9
2024-05-05 15:21:39.249100
Good
No
Daily
House
446
30,082
34
Male
37,332
Married
null
High School
null
44.95867
Suburban
Basic
1
7
530
4
2021-06-27 15:21:39.086123
Good
No
Weekly
House
861
30,083
45
Male
104,574
Married
null
High School
Employed
14.644853
Suburban
Comprehensive
null
18
338
5
2020-08-10 15:21:39.226954
Good
Yes
Daily
Condo
977
30,084
58
Male
899
Single
3
High School
Employed
17.569715
Rural
Comprehensive
null
14
495
3
2023-08-19 15:21:39.223901
Average
No
Daily
Condo
589
30,085
50
Female
4,767
Married
0
Master's
Self-Employed
13.946106
Urban
Comprehensive
2
5
832
9
2021-11-15 15:21:39.130190
Average
Yes
Daily
Condo
992
30,086
51
Female
717
null
1
Bachelor's
Self-Employed
10.835361
Rural
Basic
0
19
353
7
2020-12-23 15:21:39.236064
Good
Yes
Rarely
House
839
30,087
43
Female
62,673
Single
4
PhD
null
24.837888
Suburban
Basic
2
13
432
6
2021-10-12 15:21:39.079128
Good
Yes
Weekly
House
1,320
30,088
38
Male
41,002
Divorced
3
High School
Employed
35.077067
Suburban
Premium
0
12
572
2
2023-04-20 15:21:39.132191
Poor
No
Rarely
House
1,622
30,089
23
Male
17,861
Single
3
PhD
Self-Employed
27.013104
Rural
Premium
0
9
774
1
2024-07-23 15:21:39.259788
Average
No
Rarely
Condo
1,450
30,090
18
Male
12,062
Single
4
Bachelor's
Employed
23.90789
Rural
Premium
2
10
null
1
2021-03-26 15:21:39.134960
Average
No
Daily
Apartment
627
30,091
39
Male
9,875
Married
4
PhD
Unemployed
27.882235
Suburban
Basic
0
5
440
8
2023-02-07 15:21:39.180553
Average
Yes
Monthly
Apartment
583
30,092
54
Female
13,252
Single
null
High School
Employed
22.886963
Suburban
Comprehensive
null
0
637
2
2023-01-22 15:21:39.182597
Good
No
Rarely
Apartment
782
30,093
51
Female
68,695
Married
0
High School
Employed
47.593159
Rural
Basic
1
3
492
9
2024-03-15 15:21:39.199447
Poor
Yes
Monthly
Apartment
2,494
30,094
62
Female
104,685
Single
4
High School
Self-Employed
21.35852
Urban
Basic
0
9
578
2
2024-04-07 15:21:39.211806
Poor
No
Monthly
Condo
127
30,095
29
Male
10,891
null
2
Bachelor's
Self-Employed
9.997556
Urban
Comprehensive
2
2
803
7
2020-08-19 15:21:39.175719
Poor
Yes
Daily
House
986
30,096
34
Male
28,506
Single
4
High School
null
44.398522
Urban
Comprehensive
null
12
null
3
2021-05-02 15:21:39.252145
Poor
No
Rarely
Apartment
1,180
30,097
37
Female
15,893
Married
4
High School
null
17.634229
Rural
Premium
0
6
669
6
2024-08-12 15:21:39.102694
Good
No
Weekly
Condo
879
30,098
26
Male
63,721
Divorced
1
Master's
Employed
37.154586
Suburban
Premium
1
10
636
1
2021-07-19 15:21:39.092127
Good
Yes
Daily
Condo
358
30,099
55
Female
35,244
Single
0
Master's
Self-Employed
10.081946
Suburban
Comprehensive
1
3
844
2
2024-05-14 15:21:39.237118
Average
No
Daily
House
1,229