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
44,800
48
Male
8,791
Divorced
4
PhD
Unemployed
45.813472
Rural
Comprehensive
1
15
563
4
2022-12-03 15:21:39.155231
Average
Yes
Daily
Condo
635
44,801
32
Female
84,500
Single
0
Bachelor's
Self-Employed
16.169634
Rural
Premium
2
10
676
9
2021-05-06 15:21:39.253660
Good
No
Monthly
House
33
44,802
27
Male
4,079
Married
3
PhD
Employed
29.867203
Suburban
Basic
0
19
603
2
2020-05-06 15:21:39.207847
Poor
No
Weekly
Apartment
3,246
44,803
34
Female
34,529
Single
3
Bachelor's
Unemployed
14.232436
Rural
Comprehensive
0
9
351
9
2022-01-29 15:21:39.155231
Average
Yes
Weekly
Condo
2,230
44,804
30
Male
4,674
Divorced
4
PhD
null
21.769693
Rural
Basic
1
6
302
9
2020-10-12 15:21:39.155231
Good
Yes
Weekly
House
1,247
44,805
58
Female
108,416
Divorced
4
High School
Self-Employed
37.012748
Rural
Basic
2
9
394
6
2022-02-13 15:21:39.166062
Good
Yes
Weekly
House
1,002
44,806
63
Male
2,893
Divorced
0
High School
Employed
19.636381
Rural
Comprehensive
3
19
803
3
2023-06-18 15:21:39.108562
Poor
Yes
Rarely
House
1,220
44,807
43
Female
899
Single
4
High School
Unemployed
13.824609
Urban
Basic
0
2
null
8
2020-09-21 15:21:39.134960
Good
Yes
Weekly
Apartment
362
44,808
27
Male
74,543
Single
4
PhD
Unemployed
36.947494
Rural
Basic
1
3
409
8
2023-01-03 15:21:39.223901
Poor
Yes
Daily
House
708
44,809
32
Female
17,175
Divorced
0
Bachelor's
Employed
29.241677
Suburban
Comprehensive
1
2
829
8
2022-01-15 15:21:39.132191
Good
No
Monthly
Apartment
3,118
44,810
35
Female
5,871
Divorced
null
PhD
Self-Employed
15.56614
Urban
Premium
3
5
678
3
2024-06-13 15:21:39.134960
Poor
Yes
Monthly
House
628
44,811
48
Male
10,046
Married
2
PhD
Employed
17.638405
Suburban
Premium
1
1
576
9
2021-06-06 15:21:39.090124
Poor
No
Daily
Apartment
1,042
44,812
52
Female
18,076
Married
4
PhD
Unemployed
25.865974
Rural
Basic
2
8
743
4
2023-04-26 15:21:39.166062
Average
Yes
Monthly
Condo
809
44,813
53
Male
61,174
Single
1
Master's
Unemployed
26.845452
Urban
Premium
null
7
456
2
2024-07-11 15:21:39.132191
Average
Yes
Rarely
Apartment
654
44,814
38
Female
823
Married
3
Master's
Unemployed
46.839668
Rural
Comprehensive
1
13
680
7
2024-06-15 15:21:39.245086
Average
No
Rarely
Condo
101
44,815
50
Male
3,860
Married
0
High School
Self-Employed
12.897233
Suburban
Comprehensive
0
4
496
2
2024-04-19 15:21:39.155231
Average
Yes
Weekly
House
1,007
44,816
41
Male
15,891
Divorced
2
PhD
Employed
31.814105
Suburban
Basic
1
5
null
7
2024-03-03 15:21:39.092127
Good
Yes
Rarely
House
577
44,817
35
Female
18,705
Single
0
Master's
Employed
20.038573
Urban
Comprehensive
0
15
534
1
2022-12-05 15:21:39.132191
Average
No
Daily
Condo
566
44,818
62
Female
12,861
Married
4
Master's
Self-Employed
30.957002
Rural
Premium
0
18
446
6
2023-02-11 15:21:39.279729
Poor
Yes
Weekly
Condo
1,681
44,819
29
Male
47,449
Married
null
PhD
null
7.711422
Urban
Premium
2
6
422
5
2024-02-22 15:21:39.233485
Average
No
Rarely
House
3,051
44,820
56
Female
27,241
Married
3
PhD
Employed
6.064013
Suburban
Basic
1
14
719
3
2023-10-24 15:21:39.245086
Poor
No
Monthly
Condo
627
44,821
23
Female
null
Single
3
High School
Self-Employed
50.751768
Rural
Basic
0
16
594
5
2021-05-21 15:21:39.095696
Good
Yes
Weekly
House
3,321
44,822
63
Female
23,242
Single
4
Master's
null
10.822668
Rural
Basic
null
10
704
4
2023-06-26 15:21:39.134960
Good
Yes
Daily
Apartment
2,209
44,823
35
Male
17,883
Single
0
PhD
Unemployed
16.270527
Urban
Basic
2
4
732
9
2024-02-18 15:21:39.134960
Average
No
Monthly
House
933
44,824
58
Female
17,553
Single
1
Bachelor's
null
39.772092
Suburban
Basic
1
12
713
9
2024-08-10 15:21:39.270454
Average
Yes
Daily
House
1,657
44,825
19
Female
36,279
Divorced
0
Bachelor's
Self-Employed
34.913623
Suburban
Premium
null
5
776
1
2023-02-10 15:21:39.288099
Good
Yes
Daily
House
1,064
44,826
42
Male
44,253
Single
4
PhD
Self-Employed
9.379939
Urban
Comprehensive
2
5
622
3
2021-04-13 15:21:39.155231
Average
No
Rarely
House
785
44,827
44
Male
6,835
Married
1
Master's
Unemployed
32.571633
Suburban
Premium
1
7
521
4
2023-10-02 15:21:39.226954
Average
No
Monthly
Condo
38
44,828
61
Male
102,984
Divorced
4
PhD
null
26.013454
Urban
Premium
2
10
null
5
2019-12-18 15:21:39.237118
Good
No
Weekly
Condo
2,446
44,829
35
Male
26,009
Single
1
Master's
null
9.3565
Rural
Basic
0
5
729
8
2020-09-06 15:21:39.134960
Average
Yes
Daily
Condo
1,229
44,830
52
Male
11,239
Single
4
High School
null
34.812298
Rural
Premium
null
19
698
5
2022-07-13 15:21:39.143708
Average
No
Rarely
House
284
44,831
26
Male
13,759
Single
3
Bachelor's
Self-Employed
19.737809
Rural
Premium
null
16
null
2
2022-02-13 15:21:39.192212
Poor
Yes
Daily
House
552
44,832
47
Female
29,795
Single
3
High School
Unemployed
27.725943
Rural
Comprehensive
0
1
632
4
2023-10-07 15:21:39.125660
Average
No
Daily
Apartment
1,799
44,833
47
Female
29,074
Divorced
1
High School
null
30.256312
Rural
Basic
2
2
828
2
2022-05-01 15:21:39.134960
Average
Yes
Daily
House
834
44,834
50
Male
38,969
Single
1
Master's
Unemployed
27.098397
Urban
Comprehensive
null
13
522
9
2022-10-13 15:21:39.155231
Average
No
Daily
Condo
657
44,835
47
Female
5,939
Married
3
Bachelor's
null
6.206813
Rural
Basic
0
19
467
1
2019-12-28 15:21:39.092127
Good
No
Rarely
House
2,658
44,836
27
Male
1,388
Divorced
4
Bachelor's
Employed
5.539695
Suburban
Comprehensive
null
4
567
8
2020-05-07 15:21:39.265513
null
No
Weekly
House
22
44,837
59
Female
106,731
Divorced
3
PhD
Employed
14.291436
Rural
Comprehensive
1
8
433
8
2024-01-09 15:21:39.134960
Good
No
Daily
Condo
553
44,838
23
Female
38,229
Divorced
4
PhD
Unemployed
42.694848
Suburban
Comprehensive
null
19
507
5
2021-04-09 15:21:39.237118
Poor
No
Monthly
Apartment
1,207
44,839
64
Female
2,396
Married
2
PhD
null
20.481164
Rural
Comprehensive
2
10
804
6
2022-08-17 15:21:39.086123
Poor
No
Rarely
Condo
1,383
44,840
40
Female
27,311
Married
2
Master's
null
25.843754
Suburban
Basic
0
15
null
5
2020-03-07 15:21:39.224915
Poor
Yes
Rarely
House
837
44,841
57
Female
7,053
Single
1
High School
Unemployed
48.817883
Rural
Comprehensive
1
19
637
9
2023-01-01 15:21:39.126661
Good
Yes
Daily
Apartment
904
44,842
59
Male
1,025
Single
3
Bachelor's
Employed
19.067406
Urban
Premium
2
16
811
2
2023-03-18 15:21:39.209847
Average
Yes
Daily
Apartment
1,804
44,843
30
Female
62,470
Single
3
Bachelor's
null
21.066898
Urban
Comprehensive
1
16
301
1
2021-09-15 15:21:39.223901
Poor
No
Daily
House
463
44,844
47
Female
7,945
Divorced
4
PhD
Employed
31.148877
Urban
Basic
null
10
600
8
2022-03-17 15:21:39.252145
Average
No
Daily
Apartment
671
44,845
42
Female
37,125
Divorced
null
Bachelor's
Unemployed
23.744883
Urban
Basic
null
2
538
2
2022-08-26 15:21:39.237118
Poor
No
Monthly
Apartment
1,356
44,846
39
Male
6,791
Married
4
Bachelor's
Unemployed
31.354576
Urban
Comprehensive
1
0
null
8
2022-01-25 15:21:39.289099
Average
Yes
Monthly
Condo
1,721
44,847
25
Male
43,969
Divorced
4
PhD
null
6.908158
Suburban
Premium
0
3
604
1
2021-07-04 15:21:39.237118
Poor
Yes
Daily
House
577
44,848
38
Female
25,984
Single
3
PhD
Self-Employed
42.265513
Suburban
Comprehensive
0
9
782
2
2023-03-23 15:21:39.081504
Poor
Yes
Monthly
Condo
1,514
44,849
30
Male
19,343
Divorced
4
Bachelor's
null
13.316839
Urban
Basic
2
18
688
2
2024-04-18 15:21:39.122134
Poor
Yes
Weekly
Condo
783
44,850
22
Male
5,576
Single
2
Master's
null
21.652673
Rural
Basic
null
6
586
9
2021-01-31 15:21:39.125660
Good
Yes
Weekly
Condo
129
44,851
48
Female
79,878
Single
3
PhD
Self-Employed
20.332031
Rural
Basic
null
19
431
9
2020-11-13 15:21:39.134960
Good
Yes
Weekly
House
1,204
44,852
50
Male
44,628
Married
2
Bachelor's
Employed
14.478402
Rural
Basic
0
9
492
7
2023-09-18 15:21:39.155231
Good
Yes
Monthly
Condo
919
44,853
34
Male
2,473
Single
1
Bachelor's
Employed
40.120931
Rural
Comprehensive
2
3
613
6
2021-04-03 15:21:39.099739
Good
No
Rarely
Apartment
1,859
44,854
41
Female
2,420
Married
3
High School
null
8.161899
Rural
Basic
null
10
null
9
2020-04-12 15:21:39.111551
Good
Yes
Weekly
House
2,320
44,855
48
Male
52,859
Married
1
Master's
null
18.62392
Suburban
Basic
2
19
748
4
2021-10-07 15:21:39.134960
Average
No
Weekly
Condo
2,657
44,856
25
Female
37,352
Single
1
PhD
Employed
12.56779
Suburban
Basic
1
6
709
2
2020-09-27 15:21:39.192212
Poor
No
Monthly
Condo
812
44,857
36
Male
36
Divorced
2
High School
Employed
28.298899
Rural
Premium
0
18
780
4
2023-11-27 15:21:39.206847
Average
Yes
Daily
Apartment
626
44,858
26
Male
46,700
Divorced
0
PhD
Employed
38.973809
Rural
Comprehensive
null
9
410
4
2021-01-04 15:21:39.106582
Average
Yes
Weekly
House
456
44,859
33
Male
48,719
Single
4
Bachelor's
Employed
36.096413
Suburban
Premium
2
1
422
4
2024-02-17 15:21:39.168099
Poor
No
Weekly
Condo
1,643
44,860
21
Male
6,914
Divorced
2
High School
null
null
Suburban
Premium
null
0
626
2
2019-12-15 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,114
44,861
31
Female
14,054
Single
0
Master's
Self-Employed
40.834363
Rural
Comprehensive
null
1
534
7
2021-08-15 15:21:39.134960
Average
No
Rarely
Apartment
1,201
44,862
48
Female
37,389
Single
1
Master's
Unemployed
26.894567
Urban
Comprehensive
3
3
681
4
2019-11-27 15:21:39.170099
Average
Yes
Monthly
Condo
2,070
44,863
19
Female
23,648
Single
null
High School
Self-Employed
13.357465
Urban
Basic
null
10
751
4
2022-02-24 15:21:39.198406
Average
Yes
Rarely
House
658
44,864
21
Male
30,627
Divorced
0
High School
Unemployed
18.039229
Urban
Comprehensive
1
14
309
3
2024-06-26 15:21:39.279729
Poor
Yes
Rarely
Condo
1,902
44,865
59
Female
11,274
Divorced
3
High School
Unemployed
16.49198
Urban
Comprehensive
null
0
505
7
2020-09-23 15:21:39.134960
Average
Yes
Monthly
Condo
143
44,866
49
Male
23,252
Single
1
High School
Employed
16.839574
Urban
Basic
0
15
744
3
2020-05-21 15:21:39.274993
Poor
Yes
Weekly
House
2,174
44,867
27
Female
72,856
Single
null
High School
Unemployed
13.010792
Suburban
Comprehensive
null
11
487
9
2020-11-01 15:21:39.152732
Poor
Yes
Daily
Condo
3,638
44,868
35
Female
11,955
Divorced
4
PhD
null
12.781861
Urban
Comprehensive
0
7
546
4
2024-02-22 15:21:39.126661
Average
Yes
Rarely
Condo
669
44,869
32
Female
4,935
Divorced
0
High School
null
27.788236
Rural
Basic
null
5
618
3
2023-11-16 15:21:39.278402
Average
No
Monthly
House
2,409
44,870
51
Female
71,831
Single
3
High School
null
10.385656
Suburban
Premium
0
7
729
4
2023-11-03 15:21:39.152732
Poor
No
Weekly
Apartment
428
44,871
27
Female
96,670
Married
1
Bachelor's
null
33.602778
Suburban
Comprehensive
null
8
455
1
2023-07-12 15:21:39.176717
null
No
Monthly
House
1,140
44,872
54
Female
6,913
Married
3
Master's
Unemployed
21.395841
Rural
Comprehensive
1
9
718
4
2023-04-28 15:21:39.134960
Good
No
Daily
Apartment
26
44,873
38
Female
29,069
Single
0
High School
Self-Employed
7.75703
Rural
Comprehensive
null
6
766
1
2019-12-26 15:21:39.177724
Poor
Yes
Monthly
Condo
939
44,874
null
Male
43,933
Single
3
PhD
Unemployed
42.174544
Urban
Premium
0
15
745
5
2021-02-14 15:21:39.264504
Average
Yes
Rarely
House
1,185
44,875
63
Female
18,265
Single
3
High School
null
36.180319
Rural
Basic
null
14
690
6
2020-09-19 15:21:39.273973
Poor
Yes
Rarely
Apartment
596
44,876
47
Female
25,820
Divorced
1
Bachelor's
Self-Employed
42.835497
Rural
Comprehensive
0
5
756
3
2019-10-14 15:21:39.237118
Poor
Yes
Weekly
Apartment
739
44,877
33
Female
33,005
Single
0
High School
Employed
16.819112
Urban
Basic
null
10
404
8
2020-08-05 15:21:39.080440
Good
No
Monthly
House
1,307
44,878
39
Male
27,199
Single
4
Bachelor's
null
27.356061
Urban
Basic
1
6
677
6
2023-02-22 15:21:39.226954
Poor
No
Weekly
Condo
961
44,879
34
Male
36,805
Divorced
null
Bachelor's
null
19.924204
Rural
Basic
null
13
683
6
2020-12-12 15:21:39.216387
Good
Yes
Rarely
Condo
3,111
44,880
39
Male
44,767
Divorced
2
Master's
Unemployed
19.906753
Rural
Basic
0
3
628
4
2023-09-10 15:21:39.223390
Poor
Yes
Weekly
Condo
710
44,881
47
Male
72,071
Married
4
High School
Employed
32.858191
Suburban
Comprehensive
0
4
790
5
2022-10-20 15:21:39.109552
Good
No
Daily
House
122
44,882
47
Female
5,309
Married
0
Bachelor's
Self-Employed
21.329881
Suburban
Comprehensive
1
6
754
6
2021-12-13 15:21:39.216387
Poor
Yes
Weekly
Condo
181
44,883
40
Female
82,734
Single
0
Master's
null
36.917804
Urban
Basic
1
5
449
7
2020-08-30 15:21:39.171102
Poor
No
Rarely
Apartment
716
44,884
64
Male
116,916
Divorced
3
PhD
null
29.151835
Suburban
Comprehensive
null
7
null
9
2022-08-06 15:21:39.204790
Average
Yes
Monthly
Condo
222
44,885
30
Female
67,271
Divorced
2
High School
Self-Employed
12.456901
Suburban
Comprehensive
2
2
711
2
2022-12-19 15:21:39.134960
Poor
Yes
Weekly
Apartment
396
44,886
18
Female
5,516
Single
0
Master's
null
7.781222
Rural
Basic
2
12
null
2
2022-09-01 15:21:39.244069
Average
No
Rarely
House
278
44,887
55
Female
3,649
Single
2
Bachelor's
null
null
Urban
Premium
null
16
588
4
2021-06-17 15:21:39.155231
Poor
Yes
Rarely
Condo
1,399
44,888
19
Male
5,930
Divorced
0
PhD
Employed
41.649562
Rural
Comprehensive
0
15
null
9
2023-05-26 15:21:39.245086
Good
No
Weekly
Condo
726
44,889
56
Male
17,979
Married
2
PhD
Unemployed
40.917516
Urban
Comprehensive
0
19
524
4
2023-03-18 15:21:39.088124
Poor
Yes
Rarely
Apartment
1,570
44,890
39
Male
31,798
Divorced
3
High School
Employed
18.787419
Suburban
Basic
null
9
614
9
2024-06-28 15:21:39.134960
Good
Yes
Monthly
Apartment
1,722
44,891
49
Male
2,687
Single
null
Bachelor's
Self-Employed
39.131782
Rural
Comprehensive
2
19
646
5
2022-12-10 15:21:39.147735
Good
Yes
Monthly
Apartment
1,009
44,892
39
Male
1,169
Divorced
0
PhD
Unemployed
29.329713
Suburban
Basic
null
17
null
1
2021-11-15 15:21:39.237118
null
No
Monthly
House
1,238
44,893
21
Male
6,993
Married
0
Master's
Self-Employed
20.160322
Rural
Basic
1
15
null
6
2022-03-25 15:21:39.084065
Good
Yes
Monthly
Apartment
252
44,894
48
Male
10,049
Married
null
PhD
Unemployed
27.286573
Rural
Comprehensive
null
5
697
8
2024-05-20 15:21:39.134960
Poor
No
Weekly
Apartment
1,391
44,895
58
Female
117,052
Single
4
Master's
Employed
9.571994
Rural
Premium
1
9
339
5
2023-05-29 15:21:39.185215
Good
No
Monthly
Condo
884
44,896
50
Female
53,780
Married
null
PhD
null
12.084399
Suburban
Basic
2
8
498
5
2020-04-24 15:21:39.237118
null
Yes
Weekly
Condo
578
44,897
60
Female
24,791
Single
4
High School
Employed
31.945561
Suburban
Comprehensive
null
18
379
4
2020-07-29 15:21:39.150730
Poor
No
Weekly
Apartment
509
44,898
21
Female
79,818
Single
0
Bachelor's
Self-Employed
10.583718
Rural
Basic
null
3
821
3
2021-08-26 15:21:39.155231
null
No
Rarely
Apartment
3,730
44,899
54
Male
8,667
Divorced
2
PhD
Self-Employed
32.935776
Suburban
Premium
2
12
454
3
2023-08-06 15:21:39.182597
Poor
Yes
Monthly
House
4,286