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
34,000
63
Male
648
Divorced
3
PhD
null
30.938329
Rural
Premium
1
16
374
6
2020-10-24 15:21:39.194829
Good
Yes
Daily
Condo
1,216
34,001
35
Male
38,588
Divorced
null
Bachelor's
Employed
4.81607
Urban
Basic
null
6
651
4
2022-09-02 15:21:39.245086
Average
No
Monthly
House
1,592
34,002
53
Female
23,891
Married
3
High School
null
14.521011
Rural
Basic
null
12
null
1
2020-04-30 15:21:39.233485
Poor
No
Daily
Apartment
651
34,003
64
Female
17,779
Divorced
3
High School
Self-Employed
25.351367
Suburban
Premium
2
18
786
1
2022-11-07 15:21:39.134960
Average
No
Weekly
Condo
3,244
34,004
21
Male
null
Single
0
Master's
Self-Employed
34.336782
Rural
Premium
null
13
583
4
2023-06-24 15:21:39.080440
Good
No
Rarely
Apartment
50
34,005
26
Female
47,400
Single
null
Master's
Employed
39.927155
Urban
Comprehensive
null
11
734
5
2024-06-04 15:21:39.252145
Average
No
Rarely
Apartment
212
34,006
37
Male
69,645
Married
2
Bachelor's
null
13.007588
Suburban
Basic
2
17
381
6
2021-11-26 15:21:39.134960
Average
No
Daily
Apartment
518
34,007
52
Female
23,989
Married
2
Bachelor's
null
16.704928
Urban
Comprehensive
3
1
604
2
2019-11-28 15:21:39.145732
Poor
No
Monthly
Condo
1,318
34,008
18
Female
20,676
Married
0
PhD
Self-Employed
3.455521
Suburban
Premium
1
15
668
6
2021-07-01 15:21:39.101733
Good
No
Daily
House
1,653
34,009
62
Female
69,197
Married
1
Master's
null
36.865366
Suburban
Basic
1
5
419
4
2020-05-25 15:21:39.088124
Good
No
Monthly
House
1,020
34,010
20
Female
27,119
Divorced
1
High School
null
14.55146
Urban
Premium
0
3
621
6
2020-02-19 15:21:39.209847
Poor
No
Rarely
Apartment
35
34,011
24
Male
14,250
Single
2
PhD
Unemployed
29.296579
Suburban
Premium
null
13
407
5
2021-06-30 15:21:39.134960
Good
No
Monthly
Condo
436
34,012
41
Male
120,745
Married
3
Bachelor's
Employed
11.444821
Suburban
Premium
2
12
330
9
2023-01-07 15:21:39.237118
Good
No
Daily
Condo
288
34,013
63
Male
5,908
Divorced
4
Bachelor's
null
36.547704
Rural
Premium
0
17
793
3
2024-01-27 15:21:39.250151
Poor
No
Rarely
Apartment
664
34,014
56
Male
9,835
Married
1
Master's
Unemployed
42.766828
Rural
Comprehensive
1
9
571
2
2019-12-29 15:21:39.289099
Average
No
Weekly
Apartment
30
34,015
60
Male
43,935
Married
1
PhD
Self-Employed
20.098223
Urban
Premium
1
18
579
9
2021-12-24 15:21:39.134960
null
Yes
Monthly
House
637
34,016
19
Female
5,817
Married
1
Bachelor's
Self-Employed
25.511317
Suburban
Comprehensive
null
14
644
7
2021-08-26 15:21:39.147735
Poor
Yes
Rarely
Condo
2,670
34,017
null
Male
72,341
Divorced
2
High School
Unemployed
26.299859
Rural
Premium
3
12
null
1
2019-10-29 15:21:39.134960
Poor
Yes
Daily
Condo
2,832
34,018
54
Female
18,408
Married
null
Bachelor's
Employed
14.267681
Rural
Basic
1
10
647
4
2022-04-03 15:21:39.259788
Good
Yes
Rarely
House
1,314
34,019
38
Female
44,218
Divorced
1
Bachelor's
null
22.684514
Urban
Comprehensive
1
10
801
7
2020-06-12 15:21:39.097737
Poor
Yes
Weekly
Apartment
1,211
34,020
31
Female
26,355
Married
4
Master's
Unemployed
23.049307
Suburban
Basic
1
18
728
3
2021-12-09 15:21:39.152732
null
Yes
Monthly
Condo
1,085
34,021
24
Female
71,572
Single
1
High School
Self-Employed
27.077967
Suburban
Premium
null
6
531
6
2021-11-03 15:21:39.232526
Good
Yes
Daily
Condo
134
34,022
29
Male
28,550
Married
4
High School
Unemployed
31.569393
Rural
Basic
1
10
653
2
2020-08-16 15:21:39.144722
Poor
Yes
Monthly
Condo
1,099
34,023
50
Female
76,566
Single
4
PhD
Unemployed
35.9272
Rural
Basic
null
19
null
4
2019-12-20 15:21:39.171102
Good
Yes
Daily
Condo
23
34,024
50
Female
43,503
Married
3
PhD
Unemployed
51.987583
Suburban
Premium
0
17
674
8
2023-03-09 15:21:39.259788
Average
Yes
Monthly
Apartment
560
34,025
48
Male
64,857
Divorced
2
Bachelor's
Employed
11.286412
Rural
Basic
0
17
378
9
2024-07-26 15:21:39.134960
null
Yes
Rarely
Apartment
1,597
34,026
44
Male
431
Single
0
High School
Self-Employed
8.984476
Rural
Premium
null
4
713
9
2021-01-11 15:21:39.134960
Average
Yes
Rarely
House
739
34,027
22
Female
10,791
Married
2
PhD
null
37.858123
Rural
Premium
1
1
319
1
2021-10-28 15:21:39.166062
Average
No
Daily
Condo
1,444
34,028
61
Female
1,588
Single
2
Master's
Unemployed
46.922669
Suburban
Basic
2
7
null
3
2021-03-06 15:21:39.276901
Average
No
Weekly
Condo
1,258
34,029
39
Male
36,439
Married
4
High School
Employed
24.158802
Urban
Basic
null
3
584
6
2022-10-07 15:21:39.082499
Poor
No
Monthly
Apartment
202
34,030
33
Female
86,095
Single
4
Master's
Self-Employed
4.872194
Suburban
Comprehensive
0
6
401
7
2022-07-12 15:21:39.264504
Poor
Yes
Monthly
Apartment
919
34,031
49
Female
61,869
Single
null
High School
Unemployed
19.957198
Suburban
Basic
2
4
507
2
2020-02-24 15:21:39.194829
null
Yes
Rarely
Condo
1,639
34,032
62
Male
6,855
Married
null
PhD
Self-Employed
12.105074
Suburban
Premium
2
13
560
9
2021-03-08 15:21:39.123711
Poor
Yes
Monthly
Condo
2,108
34,033
62
Male
15,962
Divorced
3
Master's
Self-Employed
38.908229
Rural
Basic
2
11
379
9
2022-09-01 15:21:39.245086
Good
Yes
Rarely
House
1,445
34,034
18
Female
6,518
Divorced
null
PhD
Unemployed
33.554759
Urban
Premium
3
0
826
5
2023-08-14 15:21:39.194829
Poor
No
Weekly
House
2,860
34,035
40
Female
624
Married
null
High School
Self-Employed
26.084819
Suburban
Basic
0
18
471
1
2024-05-30 15:21:39.191219
Average
Yes
Daily
House
933
34,036
56
Male
23,675
Divorced
3
Master's
null
27.052219
Rural
Comprehensive
1
13
472
7
2023-01-17 15:21:39.204790
Poor
No
Weekly
House
885
34,037
20
Male
27,460
Single
2
PhD
Unemployed
49.296032
Suburban
Basic
null
13
613
2
2020-01-03 15:21:39.086123
Poor
No
Monthly
House
541
34,038
53
Male
65,275
Single
3
Master's
Unemployed
4.088092
Suburban
Premium
1
7
352
9
2022-01-04 15:21:39.155231
Average
Yes
Monthly
House
3,220
34,039
42
Male
1,439
Married
3
Bachelor's
null
42.988097
Rural
Comprehensive
null
14
581
3
2019-12-13 15:21:39.129190
Average
No
Weekly
Apartment
2,031
34,040
35
Female
54,568
Divorced
0
Master's
null
51.357959
Urban
Basic
null
1
767
7
2022-12-30 15:21:39.276901
Average
Yes
Weekly
House
483
34,041
49
Female
null
Married
2
Master's
Self-Employed
29.869425
Urban
Comprehensive
2
9
760
2
2023-12-16 15:21:39.256696
Average
No
Monthly
Condo
112
34,042
47
Female
2,492
Married
1
Master's
Self-Employed
12.922125
Urban
Basic
0
0
844
9
2021-01-22 15:21:39.185215
null
No
Monthly
House
1,077
34,043
null
Male
50,637
Single
null
Master's
Unemployed
23.268769
Urban
Comprehensive
1
0
361
1
2024-07-26 15:21:39.155231
Poor
No
Weekly
Condo
946
34,044
50
Female
30,382
Single
0
Master's
Employed
48.560179
Rural
Premium
2
1
756
2
2023-06-06 15:21:39.145732
Good
Yes
Monthly
House
1,124
34,045
24
Female
15,509
Single
2
PhD
Employed
38.828949
Rural
Premium
null
1
810
3
2023-04-07 15:21:39.274993
Average
No
Weekly
Apartment
2,789
34,046
59
Female
24,486
Single
2
Master's
Employed
33.897373
Suburban
Basic
2
16
null
4
2023-05-26 15:21:39.134960
null
No
Weekly
Condo
983
34,047
48
Male
27,704
Married
null
Master's
Employed
18.879692
Suburban
Comprehensive
0
4
null
5
2022-01-03 15:21:39.092127
Average
No
Weekly
Apartment
527
34,048
null
Female
4,087
Divorced
4
Bachelor's
Self-Employed
43.351452
Urban
Comprehensive
1
12
459
5
2024-04-04 15:21:39.190215
Good
No
Weekly
Condo
668
34,049
63
Male
3,142
Married
3
PhD
Self-Employed
17.272207
Urban
Basic
1
9
378
1
2023-08-09 15:21:39.270454
null
No
Rarely
House
1,319
34,050
28
Female
6,818
Divorced
1
Master's
Self-Employed
25.637708
Urban
Basic
2
14
344
4
2023-08-17 15:21:39.155231
Good
No
Rarely
Apartment
1,561
34,051
31
Male
52,559
Single
4
PhD
Employed
10.81245
Urban
Premium
0
0
415
5
2024-01-29 15:21:39.134960
Good
Yes
Weekly
Apartment
161
34,052
58
Female
5,958
Single
null
Bachelor's
Unemployed
24.798636
Rural
Comprehensive
0
3
801
3
2022-06-26 15:21:39.256696
Good
Yes
Daily
Condo
447
34,053
44
Male
38,013
Divorced
null
Master's
Unemployed
39.131914
Rural
Basic
null
14
null
9
2021-11-06 15:21:39.182597
Average
Yes
Rarely
House
1,207
34,054
43
Male
11,916
Single
0
PhD
Unemployed
38.052676
Urban
Premium
1
14
704
7
2020-04-22 15:21:39.092127
Poor
Yes
Daily
Condo
1,314
34,055
63
Male
24,603
Single
3
Bachelor's
Employed
27.093087
Rural
Comprehensive
0
6
null
8
2020-08-15 15:21:39.213373
Average
No
Weekly
House
821
34,056
59
Male
20,429
Divorced
null
PhD
null
36.261898
Suburban
Comprehensive
0
9
745
1
2020-02-23 15:21:39.246098
Average
Yes
Monthly
House
722
34,057
27
Male
null
Divorced
0
PhD
null
15.20544
Urban
Comprehensive
0
15
339
7
2023-08-24 15:21:39.222387
Poor
No
Daily
Condo
695
34,058
43
Female
16,101
Divorced
3
Bachelor's
null
20.756698
Rural
Basic
null
11
461
5
2024-06-24 15:21:39.171102
Good
Yes
Monthly
Condo
1,709
34,059
62
Male
9,993
Single
2
Bachelor's
null
31.935306
Urban
Premium
0
9
656
9
2020-07-25 15:21:39.191219
Average
Yes
Rarely
House
115
34,060
46
Female
3,465
Single
2
High School
Unemployed
29.811663
Rural
Premium
2
0
null
3
2023-03-09 15:21:39.111551
Average
No
Weekly
House
719
34,061
24
Female
16,881
Divorced
0
PhD
Unemployed
11.710093
Urban
Premium
null
5
759
1
2023-09-06 15:21:39.204790
Poor
No
Weekly
House
531
34,062
60
Female
14,982
Divorced
2
PhD
Self-Employed
27.278075
Rural
Comprehensive
null
9
785
4
2023-02-20 15:21:39.188220
Good
Yes
Weekly
Condo
1,551
34,063
34
Male
40,625
Married
0
High School
Unemployed
35.456863
Suburban
Premium
0
14
639
4
2023-04-08 15:21:39.215386
Average
Yes
Rarely
Condo
756
34,064
20
Male
798
Single
1
High School
Employed
13.959365
Suburban
Premium
2
12
689
9
2021-10-11 15:21:39.134960
Poor
Yes
Weekly
Condo
573
34,065
null
Male
35
Divorced
null
Master's
Employed
10.086381
Rural
Comprehensive
2
12
672
7
2020-04-27 15:21:39.259788
Good
Yes
Monthly
Condo
532
34,066
47
Female
113,927
Married
4
Master's
Self-Employed
3.893067
Urban
Comprehensive
0
7
709
1
2021-06-30 15:21:39.181605
null
No
Monthly
House
2,611
34,067
18
Male
31,005
Divorced
1
Bachelor's
Unemployed
13.240516
Rural
Premium
0
11
483
8
2019-09-28 15:21:39.205850
Good
Yes
Daily
Apartment
1,051
34,068
33
Female
5,892
Divorced
3
High School
Employed
13.544975
Urban
Premium
0
5
null
1
2023-05-02 15:21:39.208842
Good
No
Weekly
House
845
34,069
27
Female
16,054
Divorced
0
PhD
Employed
45.895115
Rural
Premium
0
0
725
6
2021-05-13 15:21:39.223390
Average
No
Rarely
Apartment
1,476
34,070
46
Male
97,059
Married
4
Bachelor's
null
5.44457
Rural
Comprehensive
null
6
496
9
2023-05-19 15:21:39.231531
Poor
No
Monthly
Condo
352
34,071
24
Female
3,342
Divorced
4
PhD
Employed
29.966049
Suburban
Comprehensive
2
7
614
7
2020-08-02 15:21:39.172097
Average
Yes
Monthly
Condo
469
34,072
19
Female
5,845
Divorced
2
Master's
Employed
21.917966
Urban
Premium
1
15
569
1
2020-07-04 15:21:39.155231
Good
No
Weekly
Apartment
733
34,073
55
Male
38,916
Single
3
High School
Employed
21.945807
Urban
Basic
null
11
544
8
2021-04-25 15:21:39.081504
Good
Yes
Weekly
Apartment
533
34,074
31
Female
100,569
Divorced
2
High School
null
25.664016
Suburban
Premium
2
16
null
1
2024-02-24 15:21:39.134960
Poor
No
Daily
Condo
2,769
34,075
57
Male
9,892
Single
4
High School
Self-Employed
20.09824
Rural
Basic
0
17
809
5
2023-01-05 15:21:39.261856
Good
No
Daily
Apartment
1,423
34,076
64
Female
3,631
Divorced
3
PhD
null
37.058796
Suburban
Premium
0
19
403
8
2020-07-12 15:21:39.155231
Average
Yes
Daily
House
2,327
34,077
58
Male
75,155
Married
4
Bachelor's
Employed
49.648546
Urban
Basic
2
5
380
1
2022-05-31 15:21:39.143708
Good
Yes
Daily
House
299
34,078
61
Male
1,226
Divorced
1
Bachelor's
Self-Employed
18.823463
Urban
Premium
1
16
759
1
2020-09-19 15:21:39.264504
Average
No
Monthly
Apartment
23
34,079
35
Female
109,858
Single
4
High School
Unemployed
38.14459
Urban
Basic
null
10
313
2
2021-09-29 15:21:39.170099
Poor
No
Weekly
House
1,401
34,080
23
Female
5,873
Single
2
PhD
Self-Employed
15.946328
Urban
Comprehensive
0
3
759
3
2022-12-31 15:21:39.114118
Good
Yes
Monthly
Apartment
1,854
34,081
51
Female
6,097
Divorced
3
Master's
null
7.458218
Urban
Basic
0
11
446
4
2022-06-12 15:21:39.134960
Average
Yes
Monthly
Apartment
23
34,082
53
Male
68,963
Married
2
Bachelor's
null
21.938396
Urban
Premium
0
9
443
1
2023-10-24 15:21:39.083497
Good
Yes
Daily
House
938
34,083
31
Female
17,604
Married
3
Master's
null
18.407511
Rural
Premium
null
5
515
6
2020-11-01 15:21:39.201446
Poor
No
Weekly
Condo
466
34,084
46
Male
17,086
Single
1
Bachelor's
Unemployed
10.826231
Suburban
Comprehensive
1
1
516
8
2020-05-21 15:21:39.225916
Good
No
Rarely
Apartment
1,407
34,085
48
Male
18,054
Married
0
Bachelor's
Unemployed
null
Suburban
Premium
1
17
662
6
2020-09-07 15:21:39.272456
Good
Yes
Daily
Apartment
1,213
34,086
56
Male
3,469
Single
1
Bachelor's
null
15.959561
Rural
Premium
2
9
null
3
2019-12-15 15:21:39.134960
Average
Yes
Weekly
Apartment
975
34,087
55
Female
26,355
Married
4
PhD
Unemployed
24.926782
Suburban
Comprehensive
0
6
745
2
2022-07-14 15:21:39.130190
Average
Yes
Rarely
Apartment
1,273
34,088
26
Male
39,506
Married
1
Master's
Employed
15.184773
Urban
Comprehensive
2
16
null
7
2023-04-20 15:21:39.207847
Good
No
Rarely
Condo
1,391
34,089
54
Female
139,906
Married
3
High School
null
20.935902
Urban
Basic
null
7
690
8
2020-01-07 15:21:39.093681
Good
No
Daily
Apartment
114
34,090
51
Male
123,784
Single
2
PhD
null
null
Suburban
Premium
3
5
743
8
2022-03-09 15:21:39.209847
Average
No
Weekly
House
769
34,091
46
Female
67,935
Married
4
Bachelor's
Unemployed
26.254045
Rural
Comprehensive
0
10
440
6
2023-02-19 15:21:39.289099
Average
Yes
Monthly
Condo
1,269
34,092
23
Female
26,180
Married
1
Master's
Unemployed
10.053438
Suburban
Comprehensive
0
15
549
4
2022-07-07 15:21:39.207847
Average
No
Daily
Condo
885
34,093
64
Male
50,613
Divorced
null
Bachelor's
null
35.564255
Urban
Comprehensive
0
7
655
7
2020-10-23 15:21:39.272456
Good
Yes
Rarely
Apartment
60
34,094
32
Male
17,086
Married
4
Master's
null
12.161929
Suburban
Premium
null
5
634
7
2021-07-28 15:21:39.274993
Average
No
Weekly
House
921
34,095
31
Male
8,093
null
4
Bachelor's
null
40.483143
Rural
Premium
0
7
418
3
2024-06-27 15:21:39.095696
Average
Yes
Monthly
House
611
34,096
27
Male
70,410
Married
3
PhD
Employed
22.854545
Rural
Basic
1
12
null
3
2022-03-22 15:21:39.254678
null
No
Monthly
Condo
2,627
34,097
53
Male
67,901
Divorced
1
High School
null
49.837789
Urban
Comprehensive
1
10
603
8
2020-07-09 15:21:39.155231
Good
Yes
Rarely
Condo
1,879
34,098
39
Female
44,655
Divorced
null
High School
Self-Employed
39.076336
Urban
Premium
0
9
519
6
2022-09-30 15:21:39.250151
Good
Yes
Weekly
House
2,615
34,099
62
Female
16,891
Single
1
Bachelor's
Unemployed
34.913015
Suburban
Basic
0
2
554
5
2023-05-08 15:21:39.147735
Good
No
Rarely
Condo
1,334