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
1,181,800
59
Male
56,015
Divorced
3
Bachelor's
Unemployed
44.53791
Rural
Basic
null
15
376
5
2020-06-03 15:21:39.184157
Poor
Yes
Rarely
Apartment
56
1,181,801
51
Female
35,424
Single
2
Bachelor's
Self-Employed
25.588928
Urban
Premium
2
11
586
2
2023-01-04 15:21:39.181605
Average
Yes
Monthly
Condo
2,675
1,181,802
56
Male
26,861
Divorced
0
High School
null
17.121247
Suburban
Comprehensive
2
10
588
4
2021-11-29 15:21:39.191219
Average
No
Rarely
Apartment
1,231
1,181,803
45
Female
9,092
Married
4
Bachelor's
null
26.181376
Suburban
Basic
null
1
766
5
2022-12-01 15:21:39.236064
Poor
Yes
Weekly
House
1,739
1,181,804
45
Female
12,963
Married
2
Master's
Unemployed
21.847364
Urban
Premium
null
17
671
4
2022-03-12 15:21:39.113566
Poor
Yes
Monthly
Condo
663
1,181,805
36
Female
30,997
Divorced
2
PhD
Employed
42.849843
Rural
Premium
null
15
661
2
2023-09-10 15:21:39.217387
Average
Yes
Rarely
Apartment
919
1,181,806
38
Male
1,270
Single
2
Master's
null
33.120848
Rural
Premium
0
10
511
9
2020-01-21 15:21:39.289099
Good
No
Monthly
Condo
4,085
1,181,807
55
Female
29,402
Married
4
Bachelor's
Employed
4.63741
Urban
Premium
2
19
783
2
2020-01-31 15:21:39.226954
Good
Yes
Rarely
Condo
659
1,181,808
52
Female
5,512
Divorced
3
Bachelor's
Unemployed
8.136713
Urban
Comprehensive
1
12
518
6
2021-10-30 15:21:39.091080
Poor
Yes
Rarely
Condo
1,434
1,181,809
41
Female
8,058
Married
0
Master's
null
39.55105
Suburban
Premium
null
12
454
3
2022-11-23 15:21:39.256696
Poor
No
Weekly
Condo
652
1,181,810
20
Male
3,978
Single
2
Bachelor's
Self-Employed
26.574447
Urban
Premium
1
14
null
1
2022-01-18 15:21:39.134960
Good
No
Rarely
Condo
22
1,181,811
56
Male
29,319
Divorced
2
Bachelor's
Self-Employed
8.592946
Urban
Basic
1
3
658
7
2020-06-14 15:21:39.082499
Good
No
Daily
Apartment
867
1,181,812
63
Male
5,549
Single
1
Master's
Self-Employed
26.974158
Suburban
Basic
0
15
null
8
2021-08-30 15:21:39.256696
Average
Yes
Daily
Condo
485
1,181,813
44
Male
16,275
Married
null
PhD
Unemployed
37.571412
Urban
Comprehensive
null
9
747
3
2021-10-20 15:21:39.134960
Good
Yes
Weekly
House
1,656
1,181,814
41
Female
28,892
Married
4
PhD
Self-Employed
16.069643
Suburban
Premium
1
1
483
8
2022-11-26 15:21:39.272456
Good
No
Rarely
Condo
1,629
1,181,815
64
Female
35,966
Divorced
4
PhD
Employed
38.496443
Rural
Comprehensive
0
5
null
4
2021-10-31 15:21:39.282785
Average
No
Rarely
Apartment
242
1,181,816
53
Female
14,991
Married
3
Bachelor's
Unemployed
31.51691
Suburban
Basic
null
3
772
4
2022-11-23 15:21:39.134960
Good
Yes
Rarely
Apartment
1,801
1,181,817
58
Male
130,151
Single
0
Bachelor's
Self-Employed
41.220042
Urban
Basic
2
12
809
3
2022-04-07 15:21:39.079128
Good
Yes
Daily
Apartment
162
1,181,818
48
Female
43,785
Single
4
High School
Unemployed
43.189923
Rural
Premium
2
19
759
4
2022-08-13 15:21:39.236064
Average
Yes
Monthly
Apartment
2,133
1,181,819
null
Male
2,045
Married
4
Master's
Unemployed
32.264565
Urban
Comprehensive
null
5
null
3
2023-04-05 15:21:39.134960
Poor
Yes
Rarely
Condo
1,838
1,181,820
30
Male
30,897
Divorced
3
Bachelor's
Employed
19.766118
Rural
Basic
null
1
699
6
2021-07-08 15:21:39.276901
Average
Yes
Rarely
House
635
1,181,821
43
Female
73,277
Divorced
1
Bachelor's
null
19.945995
Urban
Comprehensive
0
2
533
4
2022-09-18 15:21:39.288099
Good
Yes
Weekly
Condo
381
1,181,822
23
Female
12,308
Single
4
Master's
Unemployed
35.482403
Rural
Premium
1
11
329
4
2019-09-23 15:21:39.088124
Average
Yes
Monthly
Condo
1,910
1,181,823
54
Female
24,881
Divorced
2
Bachelor's
Self-Employed
26.567747
Rural
Premium
2
14
313
1
2023-07-16 15:21:39.164044
Good
No
Daily
Condo
884
1,181,824
52
Male
77,546
Divorced
0
PhD
Self-Employed
27.815788
Rural
Basic
1
2
341
1
2024-04-19 15:21:39.128286
Good
No
Rarely
House
123
1,181,825
44
Male
82,478
Divorced
0
Bachelor's
Unemployed
14.958362
Urban
Comprehensive
2
8
325
9
2024-04-15 15:21:39.120168
Average
Yes
Weekly
House
2,136
1,181,826
63
Male
135,179
Single
3
High School
Self-Employed
37.351765
Urban
Basic
0
11
324
4
2021-04-26 15:21:39.272456
Poor
No
Rarely
Apartment
514
1,181,827
20
Female
null
Divorced
4
PhD
Self-Employed
33.471215
Suburban
Basic
0
1
733
7
2020-04-28 15:21:39.167099
Poor
No
Rarely
Condo
48
1,181,828
22
Male
61,364
Single
0
Bachelor's
Employed
20.46591
Urban
Basic
0
19
437
2
2022-09-27 15:21:39.177724
Average
No
Daily
Apartment
1,089
1,181,829
19
Female
101,472
Single
3
Bachelor's
Self-Employed
36.649218
Rural
Premium
0
8
468
4
2020-11-12 15:21:39.117183
null
Yes
Daily
House
903
1,181,830
64
Male
16,285
Divorced
4
High School
Self-Employed
33.694371
Rural
Comprehensive
null
8
796
1
2022-10-13 15:21:39.121169
Poor
Yes
Daily
Apartment
2,333
1,181,831
36
Male
26,809
Married
3
High School
Unemployed
26.257069
Suburban
Basic
1
16
459
6
2022-07-13 15:21:39.226954
Good
Yes
Rarely
Apartment
1,195
1,181,832
29
Female
3,849
Married
3
PhD
Employed
29.456571
Urban
Basic
0
5
510
7
2022-07-06 15:21:39.254678
Average
Yes
Weekly
House
1,512
1,181,833
25
Male
14,262
Single
3
PhD
Employed
23.108625
Suburban
Basic
0
4
571
8
2023-09-14 15:21:39.112553
Good
No
Rarely
House
2,536
1,181,834
36
Female
50,298
Single
null
PhD
null
19.577823
Rural
Premium
0
1
314
9
2023-09-22 15:21:39.111551
Good
No
Monthly
Apartment
357
1,181,835
27
Female
29,087
Single
0
Bachelor's
null
29.017737
Suburban
Basic
null
17
632
4
2023-03-02 15:21:39.155231
Good
Yes
Daily
Apartment
35
1,181,836
36
Male
7,077
Married
1
High School
null
27.769264
Suburban
Basic
0
7
676
5
2021-12-27 15:21:39.172097
Good
Yes
Monthly
Condo
829
1,181,837
53
Male
8,098
Single
2
High School
Unemployed
21.653038
Suburban
Basic
2
3
629
3
2020-07-24 15:21:39.265513
Good
Yes
Weekly
Apartment
678
1,181,838
62
Male
90,510
Single
4
PhD
Employed
42.697445
Urban
Basic
1
2
361
4
2020-10-11 15:21:39.176717
Average
Yes
Weekly
House
1,181
1,181,839
57
Male
26,963
Divorced
4
Master's
Employed
25.498094
Rural
Premium
null
11
493
8
2020-07-18 15:21:39.126661
Poor
Yes
Weekly
Condo
483
1,181,840
54
Female
20,654
Single
4
Master's
Self-Employed
25.593399
Suburban
Premium
3
14
603
3
2019-12-03 15:21:39.229482
Good
No
Daily
Apartment
562
1,181,841
46
Female
126,542
Single
0
PhD
Unemployed
14.837259
Suburban
Comprehensive
2
7
343
7
2023-11-24 15:21:39.155231
Good
Yes
Monthly
House
1,465
1,181,842
null
Female
39,054
Divorced
0
Bachelor's
Unemployed
5.59631
Rural
Basic
null
13
578
6
2024-01-19 15:21:39.126661
Poor
No
Weekly
House
462
1,181,843
28
Female
20,983
Divorced
3
Master's
Employed
null
Suburban
Premium
null
17
829
3
2021-10-02 15:21:39.166062
Average
Yes
Daily
House
1,036
1,181,844
62
Female
20,248
Married
3
PhD
null
null
Rural
Basic
0
17
623
6
2020-08-27 15:21:39.181605
Good
Yes
Daily
Apartment
1,034
1,181,845
22
Male
5,905
Married
4
Master's
Employed
40.3386
Rural
Basic
1
17
624
4
2023-05-09 15:21:39.208842
Good
Yes
Daily
House
1,750
1,181,846
55
Female
37,605
Married
1
Bachelor's
Employed
15.64742
Rural
Premium
4
0
791
2
2023-06-12 15:21:39.290098
Poor
No
Weekly
House
963
1,181,847
54
Male
39,769
Divorced
null
High School
null
23.988044
Urban
Basic
0
1
696
9
2023-10-16 15:21:39.237118
Good
No
Monthly
Condo
532
1,181,848
27
Male
65,873
Single
4
High School
Employed
26.246851
Urban
Premium
2
10
336
3
2022-04-23 15:21:39.166062
Average
Yes
Rarely
Condo
495
1,181,849
55
Male
1,133
Single
1
Master's
Unemployed
null
Suburban
Premium
null
8
676
4
2020-04-27 15:21:39.204790
Poor
Yes
Rarely
Apartment
1,043
1,181,850
62
Female
15,654
Single
null
High School
null
null
Urban
Comprehensive
0
0
751
8
2020-02-15 15:21:39.151732
Poor
Yes
Rarely
House
1,388
1,181,851
56
Female
80,560
Single
null
PhD
null
4.974642
Urban
Premium
null
13
805
6
2020-03-07 15:21:39.237118
null
No
Daily
House
2,207
1,181,852
36
Female
6,871
Single
4
Master's
null
18.16661
Rural
Basic
0
1
391
8
2023-12-08 15:21:39.170099
Average
Yes
Rarely
Apartment
926
1,181,853
31
Male
6,086
Divorced
3
Master's
Employed
28.884328
Suburban
Basic
null
7
723
1
2020-06-09 15:21:39.122134
Poor
Yes
Rarely
Condo
91
1,181,854
19
Male
2,592
Divorced
0
High School
Unemployed
37.381548
Urban
Premium
0
15
485
6
2022-05-10 15:21:39.191219
Good
No
Daily
Condo
632
1,181,855
48
Female
15,553
Married
2
Master's
Unemployed
12.824387
Urban
Premium
1
13
531
1
2020-05-28 15:21:39.155231
Average
Yes
Daily
House
2,791
1,181,856
19
Female
43,700
Single
4
PhD
Self-Employed
18.344858
Rural
Premium
null
18
373
9
2024-02-14 15:21:39.283783
Average
No
Rarely
House
729
1,181,857
31
Male
17,131
Single
1
Bachelor's
Self-Employed
45.494968
Rural
Premium
null
18
575
7
2019-12-31 15:21:39.092127
Poor
No
Daily
House
1,083
1,181,858
52
Female
55,874
Married
1
High School
null
32.867891
Suburban
Basic
0
12
565
4
2024-06-26 15:21:39.233998
Poor
No
Weekly
Condo
52
1,181,859
42
Female
16,063
Divorced
4
Master's
Self-Employed
31.904654
Urban
Basic
1
11
468
3
2022-08-27 15:21:39.168099
Average
Yes
Rarely
Condo
856
1,181,860
35
Male
635
Divorced
3
Bachelor's
Employed
33.893108
Rural
Basic
0
11
784
9
2022-09-19 15:21:39.209847
Poor
Yes
Monthly
House
3,070
1,181,861
58
Male
94,949
Married
null
High School
Unemployed
null
Urban
Premium
null
17
456
3
2022-08-15 15:21:39.191219
null
No
Weekly
Apartment
1,445
1,181,862
27
Female
1,074
Single
3
Bachelor's
Self-Employed
33.283898
Suburban
Basic
null
3
728
3
2023-01-15 15:21:39.276901
Good
No
Rarely
House
2,414
1,181,863
54
Male
18,391
Single
4
High School
Unemployed
34.257789
Rural
Premium
null
5
641
6
2024-05-02 15:21:39.096739
Poor
No
Daily
House
581
1,181,864
59
Male
81,604
Divorced
4
PhD
Unemployed
32.413975
Urban
Comprehensive
2
8
817
6
2022-07-19 15:21:39.120168
Poor
Yes
Daily
Apartment
1,912
1,181,865
59
Male
1,265
Married
0
Bachelor's
Unemployed
17.154566
Suburban
Comprehensive
3
5
527
3
2024-03-29 15:21:39.271453
Poor
Yes
Weekly
Apartment
884
1,181,866
54
Male
58,156
Single
0
Master's
Employed
16.97344
Rural
Comprehensive
null
17
352
2
2022-07-26 15:21:39.155231
Average
Yes
Rarely
Condo
621
1,181,867
50
Female
909
Divorced
2
High School
Unemployed
27.527252
Urban
Comprehensive
3
19
573
8
2020-02-05 15:21:39.246098
Average
No
Weekly
House
1,336
1,181,868
30
Male
37,469
Single
1
High School
Employed
19.73544
Rural
Premium
null
1
784
2
2022-06-08 15:21:39.172097
Average
No
Daily
Condo
1,098
1,181,869
34
Male
10,457
Married
1
Master's
Employed
19.865962
Suburban
Basic
0
10
540
1
2023-05-02 15:21:39.097737
Poor
No
Rarely
Condo
205
1,181,870
57
Male
143,735
Single
3
PhD
Employed
42.912272
Rural
Basic
null
11
658
6
2022-09-27 15:21:39.273973
Good
No
Monthly
Apartment
391
1,181,871
26
Female
38,665
Married
3
Bachelor's
Self-Employed
38.691208
Urban
Comprehensive
0
17
484
9
2022-04-29 15:21:39.251142
Average
Yes
Weekly
Apartment
1,144
1,181,872
20
Male
74,097
Divorced
null
Bachelor's
null
6.992049
Rural
Premium
2
2
840
5
2023-06-21 15:21:39.155231
Poor
No
Monthly
House
1,849
1,181,873
53
Female
8,984
Divorced
2
PhD
Employed
null
Suburban
Basic
2
3
485
7
2021-06-21 15:21:39.232526
Poor
Yes
Rarely
Condo
979
1,181,874
30
Male
97,003
Single
4
Bachelor's
Unemployed
34.933709
Suburban
Premium
null
11
374
6
2020-02-03 15:21:39.180553
Poor
Yes
Rarely
House
297
1,181,875
38
Female
8,894
Married
1
PhD
Unemployed
33.908987
Rural
Comprehensive
0
10
742
7
2020-08-30 15:21:39.154008
Average
Yes
Daily
Condo
1,091
1,181,876
53
Male
10,589
Single
0
Master's
Self-Employed
9.693876
Rural
Premium
0
12
600
2
2022-04-09 15:21:39.081504
Good
Yes
Rarely
Condo
823
1,181,877
23
Male
29,892
Divorced
null
High School
Unemployed
37.081579
Suburban
Comprehensive
1
4
694
1
2023-11-07 15:21:39.190215
null
No
Weekly
House
945
1,181,878
33
Male
29,894
Single
4
High School
Unemployed
29.922111
Suburban
Basic
1
4
684
4
2021-09-29 15:21:39.251142
Good
No
Monthly
House
2,869
1,181,879
21
Female
16,355
Single
2
Master's
Employed
27.938722
Suburban
Premium
null
0
746
2
2024-06-14 15:21:39.081504
Poor
Yes
Weekly
Apartment
1,099
1,181,880
18
Male
45,320
Married
0
Master's
null
45.149827
Suburban
Comprehensive
0
19
805
3
2022-05-30 15:21:39.134960
Average
Yes
Daily
Condo
1,733
1,181,881
19
Male
14,084
Single
4
PhD
Self-Employed
16.325567
Urban
Premium
1
14
541
1
2020-01-21 15:21:39.092127
Poor
Yes
Daily
Condo
676
1,181,882
60
Female
15,556
Married
1
Bachelor's
Employed
37.160926
Urban
Basic
0
19
464
7
2020-08-07 15:21:39.121169
Average
No
Daily
Apartment
984
1,181,883
52
Male
34,635
Single
0
High School
Employed
28.776309
Urban
Basic
null
5
549
9
2021-08-12 15:21:39.090124
Poor
Yes
Daily
Condo
609
1,181,884
35
Female
43,787
Divorced
2
High School
Employed
19.884901
Rural
Premium
0
3
594
4
2024-06-03 15:21:39.107553
Average
Yes
Weekly
Apartment
1,841
1,181,885
49
Female
94,312
Divorced
0
High School
Unemployed
7.897542
Urban
Comprehensive
null
17
349
1
2023-06-21 15:21:39.276388
null
No
Monthly
Condo
1,999
1,181,886
24
Male
30,462
Divorced
3
PhD
Unemployed
33.533811
Suburban
Comprehensive
2
11
434
7
2024-01-08 15:21:39.237118
Good
No
Rarely
House
2,842
1,181,887
27
Female
39,593
Single
2
High School
Employed
34.883944
Suburban
Comprehensive
null
18
null
2
2023-01-24 15:21:39.155231
null
Yes
Weekly
Condo
29
1,181,888
50
Male
71,291
Divorced
2
Bachelor's
null
20.084481
Rural
Comprehensive
null
2
458
5
2021-01-31 15:21:39.134960
Average
No
Weekly
Condo
1,520
1,181,889
63
Male
55,363
Single
null
Master's
null
3.476839
Rural
Basic
4
19
637
6
2022-08-08 15:21:39.210805
null
Yes
Monthly
House
539
1,181,890
44
Female
39,921
Divorced
2
High School
Employed
25.016078
Suburban
Premium
null
11
602
9
2023-06-28 15:21:39.274993
Poor
No
Weekly
House
2,274
1,181,891
21
Male
59,514
Divorced
4
PhD
Unemployed
52.136941
Urban
Basic
0
6
null
5
2020-03-20 15:21:39.125660
Average
No
Rarely
House
1,248
1,181,892
null
Female
46,663
Married
0
High School
Unemployed
45.534798
Rural
Comprehensive
2
17
674
8
2021-06-22 15:21:39.155231
Average
No
Daily
House
2,363
1,181,893
50
Female
18,443
Single
2
PhD
null
49.302708
Rural
Premium
2
0
706
2
2022-11-25 15:21:39.257696
Poor
No
Monthly
House
1,670
1,181,894
20
Female
43,435
Divorced
null
High School
Self-Employed
36.844134
Urban
Comprehensive
1
19
675
5
2020-12-11 15:21:39.155231
Poor
No
Weekly
House
1,475
1,181,895
33
Female
45,860
Divorced
0
Master's
Employed
23.95977
Rural
Comprehensive
1
18
778
3
2020-01-04 15:21:39.155231
Poor
No
Monthly
Condo
952
1,181,896
24
Male
35,692
Single
2
Master's
Self-Employed
33.673524
Urban
Premium
1
14
646
5
2023-07-03 15:21:39.237118
Good
Yes
Rarely
Condo
387
1,181,897
57
Male
63,598
Divorced
0
High School
Unemployed
20.232381
Urban
Basic
0
7
737
1
2022-05-14 15:21:39.255696
Good
No
Rarely
Condo
154
1,181,898
18
Female
37,894
Divorced
3
High School
null
22.962418
Rural
Comprehensive
0
13
446
7
2020-08-13 15:21:39.231531
Good
No
Monthly
Condo
795
1,181,899
56
Male
23,173
Single
1
PhD
null
10.004989
Urban
Comprehensive
null
4
418
1
2019-10-27 15:21:39.129190
Good
No
Daily
Apartment
721