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
1,198,700
34
Male
15,961
Single
4
Bachelor's
Self-Employed
23.95571
Urban
Comprehensive
null
16
478
3
2022-10-06 15:21:39.155231
Average
No
Monthly
Apartment
23
1,198,701
30
Female
877
null
4
PhD
null
41.002398
Rural
Comprehensive
1
1
588
9
2021-03-06 15:21:39.143708
Poor
No
Daily
Apartment
1,706
1,198,702
39
Female
6,096
Single
4
High School
null
null
Rural
Basic
null
4
null
2
2021-01-21 15:21:39.134960
Average
Yes
Rarely
Condo
1,709
1,198,703
53
Male
8,982
Divorced
0
High School
null
45.688548
Suburban
Comprehensive
0
3
734
4
2024-06-04 15:21:39.274993
Poor
Yes
Monthly
House
661
1,198,704
42
Male
12,629
Single
3
Bachelor's
Employed
21.518939
Rural
Premium
1
17
null
6
2020-05-20 15:21:39.273454
Good
No
Monthly
Apartment
1,033
1,198,705
23
Male
801
Married
1
Master's
Self-Employed
14.974019
Rural
Premium
null
12
704
6
2022-05-22 15:21:39.145732
Average
No
Monthly
Apartment
2,108
1,198,706
42
Female
43,901
Married
1
Master's
null
6.248511
Urban
Basic
null
17
651
4
2022-02-22 15:21:39.276901
Poor
Yes
Monthly
Condo
710
1,198,707
62
Female
5,524
Single
0
Master's
Unemployed
16.054874
Urban
Comprehensive
1
7
511
9
2022-03-04 15:21:39.147735
null
No
Daily
Condo
486
1,198,708
33
Male
13,921
Married
3
Master's
null
14.933252
Suburban
Comprehensive
null
16
463
5
2022-10-19 15:21:39.209847
Poor
No
Weekly
House
163
1,198,709
20
Male
35,410
Divorced
4
Bachelor's
Unemployed
27.819197
Suburban
Comprehensive
null
9
604
3
2022-04-02 15:21:39.283783
Poor
No
Rarely
Condo
464
1,198,710
63
Male
29,085
Married
1
Bachelor's
Employed
21.362973
Urban
Premium
null
12
488
6
2021-03-11 15:21:39.206847
null
Yes
Weekly
House
1,764
1,198,711
27
Male
6,076
Divorced
2
Bachelor's
Self-Employed
35.591659
Suburban
Comprehensive
1
7
600
2
2021-11-21 15:21:39.111551
null
Yes
Daily
Apartment
1,477
1,198,712
29
Male
15,229
Married
1
Bachelor's
Self-Employed
39.694611
Suburban
Comprehensive
0
0
397
6
2022-09-29 15:21:39.084065
Average
Yes
Weekly
Apartment
603
1,198,713
51
Female
28,112
Divorced
2
Master's
null
18.18752
Rural
Comprehensive
null
9
581
8
2020-05-19 15:21:39.087123
Poor
No
Weekly
Condo
1,166
1,198,714
29
Male
38,662
Single
1
Bachelor's
Self-Employed
22.481522
Suburban
Comprehensive
null
7
602
7
2020-04-26 15:21:39.082499
Poor
Yes
Daily
House
1,190
1,198,715
58
Female
2,586
Married
2
Master's
null
35.487985
Rural
Basic
null
1
708
3
2021-10-21 15:21:39.155231
null
No
Weekly
House
1,079
1,198,716
25
Female
26,198
Single
4
Bachelor's
Self-Employed
25.012355
Suburban
Basic
null
19
727
1
2024-01-26 15:21:39.107553
Average
No
Monthly
Condo
582
1,198,717
54
Male
35,358
Married
null
Bachelor's
Unemployed
30.167513
Suburban
Premium
1
12
622
3
2023-08-15 15:21:39.150730
Poor
No
Rarely
Condo
849
1,198,718
36
Female
10,735
Married
3
High School
Self-Employed
31.926743
Urban
Basic
null
2
706
7
2023-03-10 15:21:39.134960
Good
Yes
Daily
Apartment
1,219
1,198,719
null
Female
49,071
Married
null
Bachelor's
Self-Employed
15.826128
Rural
Basic
0
13
626
3
2024-07-05 15:21:39.225916
Good
No
Rarely
Apartment
240
1,198,720
62
Male
23,208
Single
0
Master's
Employed
22.82551
Urban
Basic
0
14
746
9
2019-08-21 15:21:39.281787
Good
Yes
Weekly
Condo
1,041
1,198,721
19
Female
3,484
Single
2
Master's
Employed
24.016774
Suburban
Premium
2
4
529
1
2021-04-25 15:21:39.086123
Poor
Yes
Daily
Apartment
1,729
1,198,722
26
Male
null
Single
null
Bachelor's
Employed
20.16235
Suburban
Basic
0
11
573
8
2023-03-18 15:21:39.081504
Good
No
Rarely
Condo
130
1,198,723
33
Female
16,696
Divorced
0
Bachelor's
Employed
null
Suburban
Basic
0
4
543
7
2023-06-22 15:21:39.134960
Average
Yes
Monthly
House
3,436
1,198,724
40
Male
56,531
Married
null
High School
Self-Employed
30.059826
Suburban
Comprehensive
1
13
301
5
2021-03-21 15:21:39.261856
Good
No
Weekly
Condo
1,229
1,198,725
32
Female
26,355
Single
2
Bachelor's
Employed
45.539698
Suburban
Premium
null
1
775
8
2023-01-19 15:21:39.268507
Average
Yes
Daily
Apartment
1,106
1,198,726
63
Female
56,174
Divorced
null
Master's
Employed
15.051596
Rural
Comprehensive
1
9
null
1
2024-07-29 15:21:39.094752
Good
No
Monthly
Apartment
227
1,198,727
23
Female
23,252
Married
0
Master's
Employed
4.783668
Rural
Basic
1
15
847
4
2021-06-12 15:21:39.173834
Good
No
Rarely
House
454
1,198,728
57
Male
32,827
Divorced
3
High School
null
23.808814
Rural
Comprehensive
null
14
788
3
2021-12-21 15:21:39.106582
Good
Yes
Monthly
Condo
780
1,198,729
51
Male
108,623
Married
1
PhD
null
30.089164
Urban
Comprehensive
null
3
421
2
2022-03-01 15:21:39.246098
Good
No
Daily
Apartment
1,151
1,198,730
49
Male
77,911
Single
0
Bachelor's
Self-Employed
41.830436
Rural
Comprehensive
0
7
669
1
2024-02-04 15:21:39.233998
Poor
No
Daily
House
403
1,198,731
41
Female
17,251
Single
4
PhD
Self-Employed
13.48462
Rural
Comprehensive
null
15
805
8
2024-04-09 15:21:39.155231
Average
No
Daily
Apartment
1,799
1,198,732
51
Female
null
Single
null
Master's
null
26.818584
Urban
Comprehensive
4
3
402
6
2021-11-17 15:21:39.255696
Average
Yes
Weekly
House
3,345
1,198,733
32
Female
46,313
Single
4
Master's
null
22.94501
Urban
Comprehensive
1
4
816
3
2020-12-02 15:21:39.091080
Good
No
Daily
Apartment
2,385
1,198,734
42
Male
23,648
Single
1
Master's
Employed
21.881634
Rural
Basic
3
2
null
8
2021-03-05 15:21:39.237118
Poor
Yes
Monthly
Apartment
1,653
1,198,735
40
Female
103,659
Married
0
Bachelor's
Employed
23.311879
Suburban
Comprehensive
2
11
null
8
2021-10-18 15:21:39.176717
null
Yes
Monthly
Condo
2,068
1,198,736
40
Female
null
Married
3
PhD
Self-Employed
7.69201
Rural
Premium
0
19
515
1
2022-06-06 15:21:39.237118
Average
Yes
Weekly
House
237
1,198,737
61
Female
16,285
Divorced
1
High School
Unemployed
36.56437
Rural
Comprehensive
1
16
765
8
2021-01-24 15:21:39.091080
Average
Yes
Weekly
Apartment
569
1,198,738
27
Female
12,086
Divorced
4
Master's
null
4.490711
Rural
Premium
null
14
673
9
2022-10-13 15:21:39.155231
Good
No
Weekly
Apartment
663
1,198,739
18
Female
107,849
Single
3
Master's
null
14.454414
Rural
Premium
2
8
665
5
2021-11-06 15:21:39.126661
Average
Yes
Daily
House
2,418
1,198,740
41
Female
26,983
Married
4
PhD
null
5.716541
Suburban
Comprehensive
1
19
807
9
2023-11-12 15:21:39.172097
Poor
Yes
Monthly
Apartment
631
1,198,741
19
Female
78,619
Divorced
2
High School
null
17.087461
Rural
Basic
null
6
842
8
2019-09-09 15:21:39.101733
Average
No
Daily
House
2,367
1,198,742
20
Male
3,769
Married
1
High School
null
9.955292
Urban
Basic
0
7
381
7
2022-04-15 15:21:39.148733
Good
Yes
Rarely
Condo
1,211
1,198,743
40
Female
5,534
Single
2
PhD
Employed
15.242523
Urban
Premium
0
8
772
2
2021-11-02 15:21:39.190215
Poor
No
Rarely
Apartment
2,445
1,198,744
40
Male
21,383
Divorced
0
PhD
Employed
41.173706
Urban
Comprehensive
1
0
824
8
2021-05-08 15:21:39.265513
Poor
No
Monthly
Condo
1,622
1,198,745
24
Female
66,769
Married
1
Bachelor's
Unemployed
13.483948
Urban
Comprehensive
1
3
493
8
2020-04-22 15:21:39.155231
Poor
Yes
Monthly
Apartment
2,501
1,198,746
47
Female
null
Divorced
2
PhD
Employed
34.474292
Rural
Comprehensive
2
13
446
1
2023-01-24 15:21:39.192212
Poor
Yes
Monthly
Apartment
1,809
1,198,747
56
Male
17,013
Single
null
PhD
Employed
22.888092
Rural
Premium
null
1
463
6
2020-12-22 15:21:39.248098
Good
No
Monthly
House
471
1,198,748
42
Male
111,260
Married
1
Bachelor's
Employed
25.095529
Rural
Premium
null
19
496
4
2024-03-02 15:21:39.278402
Average
No
Rarely
Condo
1,852
1,198,749
23
Male
36,581
Single
0
Bachelor's
Unemployed
17.423957
Suburban
Premium
3
18
570
9
2023-09-24 15:21:39.117183
Poor
Yes
Monthly
Apartment
39
1,198,750
23
Male
28,418
Single
2
PhD
null
14.995523
Suburban
Premium
1
10
713
7
2020-05-26 15:21:39.204790
Average
Yes
Daily
House
393
1,198,751
19
Male
46,630
Divorced
0
PhD
Employed
26.372777
Rural
Premium
0
7
398
9
2023-02-25 15:21:39.279729
Good
No
Weekly
Apartment
1,056
1,198,752
64
Female
20,614
Single
2
Bachelor's
null
20.287948
Rural
Premium
0
14
474
7
2023-05-22 15:21:39.220389
Poor
No
Weekly
Apartment
206
1,198,753
48
Male
73,660
Divorced
4
PhD
Self-Employed
9.393405
Rural
Comprehensive
0
10
693
5
2020-11-12 15:21:39.132191
Average
Yes
Daily
House
253
1,198,754
26
Male
18,009
Married
null
PhD
Unemployed
34.737984
Rural
Comprehensive
null
12
652
7
2024-02-05 15:21:39.245086
Average
Yes
Rarely
Condo
1,925
1,198,755
38
Female
78,430
Married
1
PhD
Unemployed
31.788495
Rural
Comprehensive
null
16
360
9
2022-01-30 15:21:39.202448
Good
Yes
Rarely
Condo
979
1,198,756
19
Male
44,701
Single
0
High School
null
7.893397
Rural
Premium
null
16
716
4
2019-12-25 15:21:39.247098
Poor
No
Monthly
House
1,632
1,198,757
29
Male
87,085
Single
2
PhD
Unemployed
37.857417
Rural
Premium
2
14
456
4
2022-04-05 15:21:39.237118
Average
No
Rarely
Apartment
973
1,198,758
61
Male
108,743
Divorced
1
High School
Employed
19.749482
Suburban
Premium
2
6
743
3
2024-01-05 15:21:39.170099
null
Yes
Daily
Apartment
1,482
1,198,759
37
Male
17,600
Married
1
Master's
Unemployed
23.32028
Urban
Comprehensive
null
3
492
2
2022-11-09 15:21:39.101733
Good
No
Weekly
Condo
311
1,198,760
39
Male
96,490
Divorced
1
Master's
Self-Employed
51.569663
Rural
Premium
1
9
817
1
2022-05-11 15:21:39.121169
Poor
Yes
Weekly
Apartment
641
1,198,761
24
Male
6,664
Single
3
PhD
Unemployed
49.445565
Urban
Basic
0
17
null
1
2021-06-04 15:21:39.091080
Poor
Yes
Daily
Condo
1,412
1,198,762
48
Female
null
Married
null
Master's
Self-Employed
46.552943
Suburban
Premium
2
15
472
5
2021-06-17 15:21:39.226954
Poor
Yes
Weekly
House
2,057
1,198,763
23
Male
103,021
Divorced
0
PhD
Unemployed
11.638409
Rural
Premium
0
15
431
2
2022-03-08 15:21:39.167099
Poor
No
Monthly
Apartment
437
1,198,764
40
Female
24,911
Single
3
PhD
null
25.0842
Suburban
Comprehensive
null
1
497
1
2021-03-25 15:21:39.134960
Poor
No
Rarely
House
601
1,198,765
33
Female
17,107
Single
2
Bachelor's
Unemployed
12.706055
Rural
Premium
0
16
588
5
2022-01-06 15:21:39.285112
Poor
Yes
Rarely
Condo
1,110
1,198,766
30
Female
52,343
Married
3
PhD
Self-Employed
44.290718
Suburban
Comprehensive
4
7
455
7
2021-08-06 15:21:39.280784
null
Yes
Daily
Condo
394
1,198,767
54
Female
8,905
Married
0
Bachelor's
Unemployed
14.554047
Urban
Basic
0
9
594
4
2021-01-16 15:21:39.211806
Good
No
Rarely
House
967
1,198,768
34
Female
4,732
Married
null
PhD
Unemployed
16.712967
Suburban
Comprehensive
1
7
null
1
2023-02-26 15:21:39.107553
Good
Yes
Monthly
Condo
392
1,198,769
48
Female
17,175
Divorced
3
PhD
Unemployed
8.879593
Urban
Premium
0
17
646
7
2021-02-07 15:21:39.186212
Good
Yes
Weekly
House
1,186
1,198,770
37
Female
19,833
Single
0
Bachelor's
Employed
9.98874
Urban
Premium
null
8
473
5
2021-11-28 15:21:39.134960
Poor
Yes
Daily
Condo
591
1,198,771
28
Female
16,980
Single
1
Master's
null
36.788277
Suburban
Basic
1
16
438
8
2021-10-12 15:21:39.152732
Average
Yes
Rarely
House
2,337
1,198,772
42
Male
51,426
Married
4
Bachelor's
Self-Employed
38.719129
Rural
Comprehensive
1
10
509
2
2022-04-17 15:21:39.122134
Poor
No
Daily
Condo
37
1,198,773
57
Male
9,051
Divorced
0
Master's
null
7.242567
Rural
Basic
2
3
null
5
2021-12-26 15:21:39.188220
Average
No
Weekly
Apartment
955
1,198,774
24
Male
11,727
Divorced
null
Master's
Unemployed
38.013596
Urban
Basic
null
14
807
8
2022-12-26 15:21:39.147735
Average
Yes
Weekly
Condo
1,461
1,198,775
31
Male
14,071
Divorced
4
PhD
Self-Employed
null
Suburban
Premium
null
8
489
3
2020-06-08 15:21:39.280784
Poor
Yes
Monthly
Condo
867
1,198,776
42
Male
13,750
Divorced
2
PhD
Unemployed
10.959196
Urban
Comprehensive
2
11
645
2
2023-07-01 15:21:39.288099
Good
No
Rarely
House
117
1,198,777
64
Male
17,183
Married
3
PhD
null
20.708435
Rural
Basic
null
2
null
9
2019-09-12 15:21:39.207847
Average
Yes
Weekly
House
935
1,198,778
25
Female
122,422
Married
0
High School
Self-Employed
30.981575
Suburban
Premium
2
3
803
9
2024-05-26 15:21:39.288099
Poor
No
Monthly
Apartment
3,244
1,198,779
28
Male
43,890
Divorced
1
High School
Unemployed
10.526524
Urban
Comprehensive
2
6
null
6
2023-08-05 15:21:39.170099
Poor
No
Rarely
Condo
693
1,198,780
23
Male
140,414
Divorced
3
Master's
Unemployed
43.868738
Rural
Premium
1
16
596
4
2024-04-24 15:21:39.276901
null
No
Rarely
Condo
2,546
1,198,781
52
Female
114,849
Divorced
1
Bachelor's
Unemployed
19.913984
Rural
Basic
0
1
488
7
2023-09-19 15:21:39.096739
Good
No
Weekly
Condo
3,640
1,198,782
64
Male
17,053
Divorced
1
PhD
null
null
Suburban
Premium
null
12
null
9
2023-02-27 15:21:39.155231
Poor
Yes
Weekly
House
642
1,198,783
34
Male
26,163
Divorced
4
High School
Employed
50.168214
Rural
Premium
null
3
796
9
2020-12-16 15:21:39.167099
Good
No
Daily
House
602
1,198,784
40
Male
17,894
Single
3
Bachelor's
Employed
4.09595
Urban
Basic
0
15
391
2
2023-11-27 15:21:39.237118
Poor
No
Monthly
House
1,642
1,198,785
22
Female
39,454
Married
4
Bachelor's
Self-Employed
13.527328
Urban
Basic
null
14
420
8
2020-08-03 15:21:39.134960
null
No
Daily
House
832
1,198,786
27
Female
28,059
Single
null
High School
Employed
14.991583
Urban
Comprehensive
0
5
677
1
2020-05-27 15:21:39.134960
Poor
No
Monthly
Apartment
940
1,198,787
32
Male
39,082
Married
null
PhD
null
23.068395
Urban
Comprehensive
null
11
null
7
2022-07-07 15:21:39.080440
Poor
Yes
Monthly
Condo
128
1,198,788
28
Male
35,118
Divorced
1
PhD
null
45.070424
Rural
Comprehensive
1
17
567
2
2023-04-02 15:21:39.089116
Average
No
Monthly
House
818
1,198,789
32
Female
11,977
Single
4
Bachelor's
Employed
13.615956
Rural
Premium
null
19
null
6
2020-04-17 15:21:39.181605
Poor
No
Rarely
Condo
1,415
1,198,790
44
Male
10,862
Single
3
High School
null
42.738149
Suburban
Premium
1
1
710
3
2021-09-18 15:21:39.225916
Poor
No
Monthly
Apartment
1,347
1,198,791
48
Male
44,984
Divorced
3
Master's
Self-Employed
null
Urban
Basic
3
15
609
1
2023-03-04 15:21:39.191219
Good
No
Monthly
House
3,166
1,198,792
24
Female
null
Divorced
2
Bachelor's
Self-Employed
null
Urban
Premium
1
14
801
5
2023-05-27 15:21:39.134960
Good
Yes
Rarely
House
150
1,198,793
36
Male
18,097
Single
0
PhD
Self-Employed
21.859698
Rural
Basic
null
1
531
2
2021-07-29 15:21:39.155231
Good
No
Rarely
Apartment
1,784
1,198,794
62
Female
116,977
Married
4
Master's
Self-Employed
14.064847
Urban
Basic
3
18
321
7
2021-09-16 15:21:39.167099
Average
No
Daily
Apartment
806
1,198,795
56
Male
18,705
Married
0
Bachelor's
Unemployed
11.395775
Rural
Basic
null
18
461
4
2020-11-28 15:21:39.123711
Average
No
Daily
Condo
483
1,198,796
54
Male
5,925
Single
4
Bachelor's
Employed
23.65645
Suburban
Premium
1
7
611
1
2022-08-27 15:21:39.155231
Average
Yes
Daily
Condo
721
1,198,797
19
Female
3,851
Single
0
PhD
null
10.812158
Urban
Basic
0
6
549
9
2024-06-13 15:21:39.274993
Good
Yes
Weekly
Condo
227
1,198,798
32
Female
18,093
Married
0
High School
Employed
44.456934
Urban
Comprehensive
null
11
null
5
2020-11-02 15:21:39.289099
Good
No
Rarely
House
2,183
1,198,799
35
Male
123,821
Single
1
PhD
Self-Employed
24.870925
Urban
Basic
1
17
310
4
2020-07-13 15:21:39.134960
Poor
No
Weekly
Apartment
1,015