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
1,193,700
35
Female
888
Married
2
High School
null
30.591066
Suburban
Comprehensive
1
15
326
3
2022-05-12 15:21:39.259788
Poor
Yes
Rarely
Apartment
810
1,193,701
54
Male
2,498
Married
2
Bachelor's
null
4.085626
Urban
Basic
null
0
746
3
2020-04-12 15:21:39.180553
Poor
No
Daily
Apartment
3,125
1,193,702
36
Male
28,881
null
1
PhD
Employed
20.49777
Suburban
Premium
null
6
696
7
2020-12-07 15:21:39.134960
Average
No
Rarely
Condo
991
1,193,703
37
Male
66,825
Single
4
Master's
Self-Employed
41.759065
Suburban
Basic
1
19
795
4
2024-07-16 15:21:39.083497
Average
Yes
Weekly
Apartment
327
1,193,704
21
Female
24,603
Single
3
Master's
Self-Employed
17.590762
Suburban
Comprehensive
null
10
686
2
2023-07-24 15:21:39.237118
Good
No
Daily
House
260
1,193,705
35
Male
124,401
Divorced
2
PhD
Employed
25.296427
Suburban
Basic
null
16
665
8
2019-10-30 15:21:39.231531
Poor
Yes
Daily
Apartment
394
1,193,706
49
Male
52,789
Married
2
Bachelor's
Self-Employed
40.221621
Suburban
Comprehensive
0
13
420
3
2024-07-21 15:21:39.128286
Good
No
Rarely
Apartment
1,419
1,193,707
19
Female
35,759
Married
2
Master's
null
7.984515
Rural
Premium
1
5
590
1
2022-11-21 15:21:39.120168
Good
Yes
Rarely
Apartment
789
1,193,708
37
Female
12,564
Divorced
3
PhD
Employed
35.361922
Suburban
Comprehensive
null
6
436
1
2021-10-29 15:21:39.087123
Average
No
Monthly
House
1,064
1,193,709
36
Female
15,274
Married
null
Master's
Self-Employed
10.071934
Suburban
Premium
null
8
744
2
2021-04-21 15:21:39.134960
Poor
Yes
Weekly
Apartment
948
1,193,710
47
Female
null
Divorced
4
Bachelor's
Self-Employed
51.244578
Urban
Premium
0
19
null
1
2022-06-08 15:21:39.204790
Good
No
Daily
Condo
587
1,193,711
19
Female
114,786
Married
4
Bachelor's
Employed
3.945913
Rural
Premium
1
18
547
8
2019-11-27 15:21:39.132191
Poor
Yes
Daily
Apartment
2,387
1,193,712
41
Female
92,418
Divorced
4
High School
Self-Employed
33.104437
Urban
Comprehensive
1
15
421
6
2021-10-20 15:21:39.237118
Poor
Yes
Rarely
House
527
1,193,713
42
Female
15,431
Single
4
High School
Unemployed
11.813407
Urban
Comprehensive
0
1
695
2
2021-09-07 15:21:39.178918
Poor
Yes
Weekly
Condo
701
1,193,714
48
Male
23,983
Married
4
Bachelor's
null
7.834337
Suburban
Premium
0
16
462
1
2023-04-28 15:21:39.237118
Average
Yes
Monthly
House
1,767
1,193,715
43
Male
58,853
Married
1
High School
Employed
9.928332
Suburban
Premium
2
7
null
6
2024-03-13 15:21:39.274993
Good
Yes
Rarely
House
26
1,193,716
54
Female
18,139
Single
1
High School
null
11.099528
Urban
Basic
2
14
591
4
2021-12-06 15:21:39.155231
Good
Yes
Weekly
Condo
1,706
1,193,717
30
Male
null
Married
0
Bachelor's
Self-Employed
44.965145
Urban
Premium
null
5
315
6
2023-06-24 15:21:39.105504
Average
No
Daily
House
453
1,193,718
53
Male
16,751
Married
1
Master's
Self-Employed
23.038833
Suburban
Premium
null
11
578
2
2020-11-04 15:21:39.204790
Good
No
Rarely
House
1,737
1,193,719
44
Female
5,988
Divorced
null
Bachelor's
Unemployed
32.93333
Rural
Premium
null
15
786
3
2020-11-04 15:21:39.182597
Good
No
Weekly
House
1,014
1,193,720
54
Female
null
Divorced
2
Bachelor's
Unemployed
23.726587
Urban
Comprehensive
0
17
781
9
2021-03-24 15:21:39.207847
Average
Yes
Monthly
Condo
261
1,193,721
22
Female
134,562
Divorced
1
PhD
Unemployed
31.058294
Urban
Basic
null
13
342
5
2022-12-06 15:21:39.134960
Good
Yes
Rarely
Condo
963
1,193,722
50
Male
22,659
Married
2
Master's
Employed
7.067993
Suburban
Premium
5
1
null
1
2023-01-03 15:21:39.134960
Average
Yes
Rarely
Apartment
597
1,193,723
29
Female
120,588
Single
0
High School
null
32.651819
Rural
Basic
0
8
604
2
2020-12-21 15:21:39.258696
Average
No
Monthly
Apartment
428
1,193,724
57
Female
69,143
Divorced
4
High School
Unemployed
14.064442
Urban
Basic
2
8
327
2
2021-08-14 15:21:39.172097
Good
No
Rarely
Apartment
595
1,193,725
62
Female
40,512
Divorced
1
High School
null
27.945146
Suburban
Basic
null
15
752
3
2023-02-09 15:21:39.259788
Poor
No
Monthly
Condo
459
1,193,726
46
Female
20,429
Married
4
High School
Unemployed
10.957112
Rural
Comprehensive
1
1
819
4
2024-03-23 15:21:39.237118
Poor
No
Monthly
Condo
536
1,193,727
58
Male
null
Married
0
PhD
Employed
34.913188
Suburban
Basic
0
2
312
2
2024-05-15 15:21:39.108562
Poor
Yes
Rarely
House
837
1,193,728
27
Male
1,045
Divorced
0
PhD
Self-Employed
null
Urban
Premium
null
18
432
3
2022-03-30 15:21:39.246098
Average
Yes
Weekly
Apartment
1,109
1,193,729
27
Male
43,732
Single
0
PhD
Unemployed
10.904661
Rural
Premium
null
1
595
4
2021-05-06 15:21:39.134960
Average
No
Weekly
House
929
1,193,730
28
Female
143,196
Divorced
4
Bachelor's
null
35.796805
Urban
Basic
2
9
728
8
2021-09-24 15:21:39.155231
Average
No
Weekly
Apartment
4,479
1,193,731
43
Male
null
Divorced
4
High School
Unemployed
14.569094
Rural
Comprehensive
0
7
437
8
2022-04-10 15:21:39.224915
Good
No
Monthly
Apartment
2,317
1,193,732
58
Male
7,891
Divorced
0
Master's
Employed
3.075624
Rural
Premium
0
9
391
5
2019-09-08 15:21:39.086123
Poor
Yes
Rarely
House
1,137
1,193,733
62
Female
53,618
Single
2
PhD
Unemployed
49.172628
Suburban
Basic
0
17
734
2
2020-03-27 15:21:39.237118
null
Yes
Monthly
Condo
3,410
1,193,734
22
Female
83,631
Married
0
Bachelor's
Self-Employed
41.965603
Suburban
Basic
null
13
381
5
2021-08-21 15:21:39.106582
Average
No
Weekly
Apartment
857
1,193,735
63
Male
20,296
Married
1
PhD
Employed
13.153726
Rural
Comprehensive
null
2
311
1
2020-03-31 15:21:39.107553
Poor
No
Weekly
Apartment
877
1,193,736
63
Male
8,051
Married
1
Master's
Employed
30.633227
Suburban
Basic
null
13
null
2
2020-11-17 15:21:39.237118
Good
Yes
Weekly
House
1,439
1,193,737
58
Female
null
Single
4
Master's
null
20.180149
Suburban
Comprehensive
0
11
667
1
2023-02-16 15:21:39.258696
Average
No
Monthly
Condo
384
1,193,738
48
Male
75,596
Married
4
Master's
null
12.895469
Suburban
Premium
0
18
333
1
2020-06-06 15:21:39.221386
Poor
Yes
Rarely
House
1,134
1,193,739
50
Female
8,291
Married
4
High School
null
44.722835
Urban
Premium
null
16
589
7
2023-04-29 15:21:39.217387
Average
No
Monthly
House
186
1,193,740
43
Female
23,594
Single
null
PhD
Self-Employed
43.385151
Rural
Comprehensive
1
6
515
1
2023-01-08 15:21:39.155231
Poor
Yes
Weekly
Apartment
726
1,193,741
58
Male
13,976
Married
4
High School
null
44.818343
Rural
Comprehensive
1
1
733
6
2023-12-01 15:21:39.276901
null
Yes
Rarely
House
1,142
1,193,742
52
Female
30,272
Married
0
High School
Unemployed
8.486653
Urban
Comprehensive
null
0
598
2
2021-09-03 15:21:39.087123
null
No
Daily
Condo
752
1,193,743
29
Female
2,456
Married
0
Bachelor's
null
38.807503
Suburban
Premium
0
14
588
8
2020-04-03 15:21:39.267454
Good
Yes
Weekly
Condo
2,108
1,193,744
20
Male
72,774
Married
1
High School
Employed
null
Urban
Basic
0
10
393
1
2020-06-11 15:21:39.133866
Good
No
Rarely
Apartment
1,805
1,193,745
51
Male
43,653
Single
null
Bachelor's
Employed
12.912755
Suburban
Comprehensive
null
19
460
6
2020-10-31 15:21:39.106582
Average
Yes
Weekly
House
191
1,193,746
29
Male
44,068
Single
0
Master's
Unemployed
18.179948
Rural
Basic
null
16
602
8
2020-11-17 15:21:39.187211
Good
No
Monthly
Condo
549
1,193,747
45
Female
67,427
Single
3
PhD
Self-Employed
null
Rural
Basic
1
10
472
5
2020-04-07 15:21:39.249100
Good
Yes
Weekly
Apartment
859
1,193,748
50
Male
1,315
Married
0
Master's
Employed
22.779814
Rural
Basic
1
12
804
7
2020-07-25 15:21:39.261856
Average
Yes
Daily
Condo
22
1,193,749
55
Male
49,340
Single
1
Bachelor's
Unemployed
17.055843
Urban
Basic
3
16
339
5
2023-04-26 15:21:39.209847
Poor
Yes
Monthly
Condo
345
1,193,750
20
Male
82,427
Single
1
Bachelor's
null
47.595845
Rural
Comprehensive
3
6
485
2
2022-09-06 15:21:39.134960
Poor
No
Daily
Apartment
648
1,193,751
20
Female
15,697
Single
null
PhD
Unemployed
22.623828
Suburban
Basic
null
17
758
7
2022-02-02 15:21:39.134960
Good
Yes
Monthly
Apartment
2,105
1,193,752
27
Male
6,904
Single
0
Bachelor's
Self-Employed
27.867667
Urban
Comprehensive
2
2
773
4
2022-04-16 15:21:39.155231
Poor
Yes
Rarely
Apartment
841
1,193,753
24
Female
43,975
Married
2
High School
Employed
17.847321
Urban
Comprehensive
null
7
845
3
2021-03-24 15:21:39.126661
Good
No
Weekly
Condo
189
1,193,754
32
Male
57,832
Married
0
Bachelor's
Unemployed
24.080182
Rural
Basic
1
12
415
9
2022-10-19 15:21:39.192212
Average
No
Monthly
House
1,101
1,193,755
50
Female
null
Single
null
PhD
Self-Employed
26.967397
Rural
Premium
4
6
440
2
2019-10-12 15:21:39.179186
Poor
Yes
Weekly
Apartment
49
1,193,756
27
Female
27,863
Divorced
1
PhD
Unemployed
36.826962
Rural
Comprehensive
null
12
644
7
2022-08-09 15:21:39.194829
Poor
Yes
Rarely
Apartment
2,160
1,193,757
23
Male
17,086
Divorced
1
Master's
Unemployed
22.82703
Urban
Comprehensive
null
7
585
3
2021-06-27 15:21:39.125660
Poor
No
Daily
Condo
1,311
1,193,758
23
Male
4,569
Divorced
0
Master's
null
6.965758
Rural
Premium
null
11
488
7
2024-02-22 15:21:39.126661
Good
Yes
Weekly
House
1,051
1,193,759
35
Female
18,300
Married
0
PhD
Employed
null
Urban
Comprehensive
1
2
497
8
2019-09-03 15:21:39.155231
Good
No
Daily
Apartment
1,737
1,193,760
35
Female
3,999
Married
2
Master's
Unemployed
12.423853
Urban
Basic
null
18
498
2
2023-04-24 15:21:39.281787
Poor
No
Weekly
Condo
25
1,193,761
19
Male
51,239
Divorced
4
PhD
Self-Employed
45.686891
Suburban
Premium
0
4
774
4
2022-03-17 15:21:39.124659
Poor
No
Monthly
House
92
1,193,762
30
Female
26,625
Single
0
Master's
null
22.270873
Suburban
Basic
0
18
738
8
2021-01-16 15:21:39.081504
Good
No
Daily
House
835
1,193,763
22
Male
35,915
Married
4
High School
null
31.185676
Rural
Premium
0
18
648
8
2022-10-04 15:21:39.134960
Average
No
Daily
Condo
756
1,193,764
61
Female
63,525
Married
4
High School
null
42.696069
Rural
Basic
2
1
454
8
2022-07-17 15:21:39.274993
Average
Yes
Weekly
House
437
1,193,765
21
Female
81,384
Married
4
Master's
Unemployed
25.938383
Urban
Premium
null
18
379
5
2019-10-14 15:21:39.134960
Average
Yes
Monthly
Condo
542
1,193,766
38
Female
17,227
Divorced
2
High School
null
28.037343
Suburban
Comprehensive
0
8
728
6
2023-04-29 15:21:39.134960
null
Yes
Rarely
Apartment
1,309
1,193,767
47
Male
35,357
Single
3
High School
Unemployed
47.614835
Rural
Basic
1
9
582
9
2024-07-05 15:21:39.218388
Average
Yes
Rarely
Apartment
881
1,193,768
43
Female
5,942
Married
2
High School
Employed
29.716409
Rural
Basic
1
4
757
8
2022-06-16 15:21:39.192212
Good
No
Monthly
Condo
724
1,193,769
29
Male
8,072
Divorced
4
Bachelor's
Unemployed
12.811147
Suburban
Premium
null
3
null
6
2021-03-25 15:21:39.188220
Poor
Yes
Rarely
Condo
632
1,193,770
42
Female
24,304
Divorced
2
Master's
Self-Employed
19.912693
Rural
Premium
1
12
424
8
2019-11-09 15:21:39.231531
Good
Yes
Monthly
Apartment
29
1,193,771
40
Male
24,089
Divorced
4
PhD
Self-Employed
29.095304
Rural
Basic
0
5
575
3
2024-01-21 15:21:39.224915
Average
Yes
Monthly
Condo
769
1,193,772
29
Male
45,825
Single
1
Bachelor's
Unemployed
23.636985
Suburban
Comprehensive
1
4
623
2
2020-03-17 15:21:39.236064
Good
Yes
Daily
Apartment
213
1,193,773
30
Female
36,353
Married
3
PhD
Employed
16.990375
Urban
Basic
0
10
655
8
2023-03-25 15:21:39.266452
Poor
Yes
Monthly
House
1,824
1,193,774
22
Female
17,079
Single
4
High School
Self-Employed
15.878551
Urban
Basic
0
2
null
5
2022-06-16 15:21:39.287115
null
Yes
Monthly
Condo
533
1,193,775
46
Male
43,639
Married
2
Master's
Employed
38.315845
Rural
Comprehensive
0
6
null
1
2021-02-06 15:21:39.250151
Average
No
Monthly
House
1,333
1,193,776
19
Male
19,149
Married
3
Master's
Self-Employed
25.231218
Urban
Premium
2
10
778
4
2021-05-24 15:21:39.155231
Poor
Yes
Monthly
House
793
1,193,777
34
Female
70,843
Married
1
Bachelor's
Self-Employed
4.539176
Suburban
Basic
null
10
826
5
2019-12-24 15:21:39.085129
Poor
Yes
Weekly
Apartment
1,871
1,193,778
50
Male
26,445
Married
4
Master's
Employed
30.055531
Suburban
Comprehensive
1
8
394
6
2019-10-14 15:21:39.134960
Average
No
Rarely
Apartment
1,351
1,193,779
54
Male
8,730
Single
1
Master's
null
14.715572
Suburban
Basic
2
9
536
9
2024-07-04 15:21:39.119168
Average
Yes
Weekly
Condo
98
1,193,780
51
Female
null
Married
3
Bachelor's
null
46.171988
Suburban
Basic
null
11
323
4
2023-06-30 15:21:39.259788
Average
Yes
Rarely
Condo
84
1,193,781
61
Male
5,710
Divorced
4
PhD
Self-Employed
21.9875
Rural
Basic
null
5
468
5
2021-04-30 15:21:39.187211
Poor
No
Daily
House
28
1,193,782
32
Male
11,525
Married
1
High School
Self-Employed
null
Urban
Basic
0
8
639
7
2020-10-10 15:21:39.223901
Average
Yes
Daily
Condo
1,606
1,193,783
45
Female
23,019
Married
0
PhD
Unemployed
39.828195
Rural
Comprehensive
1
7
649
1
2020-01-30 15:21:39.208842
Good
Yes
Weekly
Apartment
60
1,193,784
20
Male
56,564
Single
1
Master's
Unemployed
50.990859
Urban
Basic
2
17
776
7
2022-12-11 15:21:39.177724
Average
Yes
Weekly
Condo
2,347
1,193,785
59
Female
87,794
Single
1
Bachelor's
Unemployed
15.143586
Suburban
Premium
null
15
317
2
2022-07-20 15:21:39.155231
Good
Yes
Weekly
Condo
352
1,193,786
51
Male
44,962
Married
2
High School
Self-Employed
null
Suburban
Basic
0
19
591
4
2021-05-24 15:21:39.083497
Average
No
Monthly
Condo
551
1,193,787
57
Female
11,277
Single
3
PhD
Self-Employed
52.985762
Suburban
Comprehensive
0
7
501
7
2024-02-04 15:21:39.230483
Good
No
Weekly
Condo
1,841
1,193,788
23
Male
15,762
Single
1
PhD
Unemployed
20.140189
Suburban
Comprehensive
0
1
773
1
2023-06-11 15:21:39.224915
null
No
Daily
Apartment
2,149
1,193,789
47
Female
27,284
Single
0
Bachelor's
Unemployed
26.332926
Urban
Comprehensive
0
8
487
7
2020-03-03 15:21:39.237118
Poor
Yes
Daily
Apartment
1,961
1,193,790
48
Male
7,925
Divorced
3
PhD
Unemployed
9.802078
Urban
Premium
null
6
null
6
2024-01-03 15:21:39.274993
null
No
Monthly
Condo
690
1,193,791
20
Male
1,197
Single
1
PhD
Employed
18.993084
Urban
Basic
0
18
null
2
2020-02-09 15:21:39.251142
Poor
Yes
Daily
Condo
2,500
1,193,792
48
Male
29,916
Single
3
High School
null
16.415534
Rural
Comprehensive
0
13
398
9
2022-04-11 15:21:39.214388
Poor
No
Monthly
Condo
614
1,193,793
54
Male
20,313
Married
2
High School
Self-Employed
16.778623
Urban
Basic
1
7
463
5
2021-05-22 15:21:39.182597
Poor
Yes
Monthly
Apartment
727
1,193,794
64
Female
3,815
Single
2
Master's
null
33.326924
Suburban
Premium
null
17
744
8
2023-05-23 15:21:39.210805
null
Yes
Monthly
Apartment
671
1,193,795
60
Male
17,442
Single
3
High School
Self-Employed
17.473909
Rural
Basic
0
13
752
9
2022-07-27 15:21:39.170099
Poor
Yes
Daily
Apartment
727
1,193,796
22
Male
6,717
Single
1
Bachelor's
Self-Employed
11.856554
Urban
Premium
2
0
null
3
2020-06-01 15:21:39.196387
Good
No
Daily
House
807
1,193,797
24
Male
18,085
Married
2
PhD
Self-Employed
23.359825
Urban
Basic
null
2
524
4
2020-05-10 15:21:39.134960
Average
Yes
Monthly
Condo
659
1,193,798
63
Female
13,816
Divorced
4
Master's
Unemployed
34.867138
Rural
Premium
null
14
794
1
2021-02-19 15:21:39.245086
Average
Yes
Rarely
Condo
183
1,193,799
62
Female
20,211
Divorced
2
High School
null
25.394297
Urban
Premium
0
18
742
7
2019-11-20 15:21:39.278402
null
Yes
Weekly
Condo
114