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
52,800
58
Female
8,078
Single
1
PhD
Employed
21.842138
Suburban
Premium
null
19
531
3
2022-03-22 15:21:39.170099
Good
No
Weekly
Apartment
438
52,801
46
Male
14,430
Married
3
High School
Unemployed
14.066809
Urban
Premium
null
0
422
5
2021-09-29 15:21:39.098696
Poor
Yes
Weekly
Apartment
1,692
52,802
62
Male
3,689
Divorced
4
Master's
Unemployed
42.047916
Urban
Premium
null
3
713
2
2022-09-09 15:21:39.134960
null
No
Daily
Apartment
2,143
52,803
32
Female
32,484
Single
null
Bachelor's
Self-Employed
41.778823
Suburban
Comprehensive
0
11
662
3
2023-12-22 15:21:39.237118
Poor
Yes
Daily
Condo
197
52,804
51
Male
36,557
Married
2
Bachelor's
null
20.991346
Rural
Basic
null
7
null
2
2023-01-26 15:21:39.194829
Poor
Yes
Rarely
Condo
478
52,805
43
Female
2,683
null
1
Bachelor's
Unemployed
46.964727
Suburban
Comprehensive
0
7
639
8
2019-10-21 15:21:39.171102
Good
Yes
Rarely
House
1,621
52,806
49
Male
102,790
Divorced
4
PhD
Self-Employed
12.957901
Rural
Basic
0
19
725
5
2019-11-08 15:21:39.113566
Poor
Yes
Weekly
Apartment
337
52,807
40
Male
38,229
Married
1
PhD
Unemployed
18.878334
Suburban
Basic
null
14
462
2
2022-11-20 15:21:39.218388
Average
Yes
Rarely
Apartment
705
52,808
31
Male
13,982
Divorced
4
Master's
Unemployed
17.181216
Urban
Premium
1
14
null
2
2019-09-13 15:21:39.192212
Poor
No
Monthly
Apartment
884
52,809
57
Male
2,420
Divorced
2
High School
null
null
Suburban
Comprehensive
null
17
651
1
2023-11-11 15:21:39.223901
Poor
No
Rarely
Condo
997
52,810
19
Female
20,536
Married
2
Bachelor's
Unemployed
44.906221
Suburban
Basic
null
14
695
9
2020-06-27 15:21:39.276901
Poor
No
Rarely
Condo
1,355
52,811
19
Female
63,841
Single
1
Bachelor's
Unemployed
23.698866
Suburban
Premium
2
13
538
8
2023-04-04 15:21:39.172097
Good
Yes
Monthly
House
371
52,812
32
Female
25,776
Married
2
Bachelor's
Unemployed
21.846758
Suburban
Comprehensive
null
13
814
4
2019-08-24 15:21:39.264504
Average
No
Rarely
Apartment
2,172
52,813
59
Female
141,824
Married
3
PhD
null
7.091941
Rural
Premium
null
14
692
1
2020-01-02 15:21:39.111551
null
Yes
Rarely
Apartment
3,318
52,814
50
Male
60,777
Married
1
Master's
Unemployed
21.99148
Rural
Comprehensive
null
11
756
4
2023-10-30 15:21:39.129190
Good
No
Daily
Condo
65
52,815
25
Male
28,991
Married
1
Bachelor's
null
36.042621
Suburban
Comprehensive
null
18
null
5
2023-05-17 15:21:39.245086
Good
Yes
Weekly
House
104
52,816
54
Male
29,230
Single
null
Master's
Unemployed
48.99703
Urban
Comprehensive
null
19
557
3
2024-08-04 15:21:39.182597
Good
Yes
Rarely
House
2,073
52,817
20
Male
26,861
Married
3
PhD
Employed
31.764162
Rural
Premium
1
18
648
1
2020-11-15 15:21:39.155231
Poor
No
Monthly
Condo
391
52,818
18
Male
44,100
Divorced
4
High School
Employed
12.652378
Suburban
Premium
0
19
841
4
2024-04-26 15:21:39.143708
Good
Yes
Monthly
Apartment
535
52,819
23
Male
12,897
Single
0
PhD
null
24.564396
Urban
Premium
0
4
678
7
2019-09-10 15:21:39.272456
Average
Yes
Monthly
Condo
1,405
52,820
24
Female
5,717
Divorced
1
Bachelor's
Self-Employed
25.650155
Urban
Comprehensive
null
14
null
7
2020-09-13 15:21:39.105504
Average
No
Daily
Apartment
474
52,821
61
Male
14,507
Single
4
Master's
Self-Employed
9.090314
Suburban
Comprehensive
1
14
null
3
2022-12-20 15:21:39.174719
Poor
No
Monthly
Apartment
1,449
52,822
26
Male
null
Divorced
1
Master's
Employed
32.94729
Rural
Comprehensive
2
6
577
1
2022-11-10 15:21:39.095696
Average
Yes
Daily
House
57
52,823
41
Male
5,935
Divorced
0
Bachelor's
Employed
42.892746
Urban
Comprehensive
null
18
603
6
2023-05-01 15:21:39.132191
Average
No
Rarely
Condo
2,656
52,824
44
Male
9,094
Single
1
PhD
Self-Employed
43.491647
Suburban
Comprehensive
null
6
null
7
2024-03-25 15:21:39.237118
Good
Yes
Weekly
Condo
1,159
52,825
39
Male
91,717
Single
2
High School
Unemployed
27.659725
Urban
Premium
2
15
696
4
2022-04-22 15:21:39.188220
Poor
Yes
Daily
Apartment
1,996
52,826
50
Male
24,111
Divorced
3
High School
Employed
51.456855
Suburban
Basic
null
16
389
6
2023-05-25 15:21:39.102694
Average
Yes
Daily
Condo
499
52,827
19
Female
39,764
Single
2
High School
Unemployed
28.787525
Suburban
Basic
null
1
629
9
2021-04-21 15:21:39.095696
Average
Yes
Rarely
Condo
561
52,828
43
Male
17,607
Divorced
1
Bachelor's
Unemployed
13.793926
Rural
Comprehensive
null
17
767
2
2019-11-15 15:21:39.256696
Average
Yes
Weekly
House
829
52,829
25
Female
137,842
Married
null
PhD
null
16.595955
Rural
Basic
null
4
433
1
2023-03-19 15:21:39.217387
Poor
No
Rarely
House
208
52,830
39
Male
134,513
Married
1
Bachelor's
null
48.263348
Urban
Comprehensive
0
7
485
9
2023-09-05 15:21:39.082499
Poor
Yes
Monthly
House
2,121
52,831
36
Female
56,426
Married
1
Master's
Unemployed
22.387949
Rural
Comprehensive
null
14
438
6
2022-12-19 15:21:39.080440
Poor
Yes
Rarely
Apartment
1,080
52,832
57
Male
34,181
Single
4
High School
Self-Employed
18.952999
Rural
Premium
1
8
471
2
2021-11-15 15:21:39.106582
Average
No
Monthly
Condo
2,238
52,833
61
Male
3,264
Married
2
High School
Employed
12.476405
Urban
Basic
2
1
707
1
2022-11-11 15:21:39.208842
Average
Yes
Weekly
House
47
52,834
23
Female
37,149
Married
0
Master's
Unemployed
25.790419
Suburban
Comprehensive
null
10
549
9
2023-05-04 15:21:39.155231
null
No
Rarely
House
2,763
52,835
57
Female
2,946
Single
null
Bachelor's
Unemployed
41.017628
Urban
Comprehensive
null
3
463
4
2023-01-02 15:21:39.224915
Good
No
Rarely
House
506
52,836
34
Male
12,553
Married
4
High School
Employed
16.523969
Rural
Comprehensive
0
11
802
8
2020-06-17 15:21:39.134960
Poor
Yes
Rarely
House
1,604
52,837
null
Female
37,902
Married
0
Master's
Employed
23.913478
Urban
Premium
null
2
690
5
2022-04-17 15:21:39.226954
Good
Yes
Daily
Apartment
563
52,838
42
Female
87,577
Married
4
High School
null
41.548599
Suburban
Premium
4
16
833
3
2020-12-08 15:21:39.263607
Average
Yes
Daily
House
2,238
52,839
36
Male
17,561
Married
3
Bachelor's
null
31.984121
Urban
Basic
1
19
804
7
2022-12-02 15:21:39.237118
Average
No
Daily
Apartment
654
52,840
58
Male
22,974
Single
0
High School
Self-Employed
21.967662
Suburban
Basic
1
12
561
8
2020-10-06 15:21:39.155231
null
No
Monthly
Apartment
523
52,841
21
Female
59,718
Single
0
Bachelor's
Unemployed
9.779501
Urban
Premium
1
17
353
6
2022-03-29 15:21:39.232526
Poor
No
Monthly
Apartment
1,046
52,842
55
Female
967
Divorced
3
Bachelor's
Unemployed
29.663098
Suburban
Basic
0
1
767
3
2021-10-30 15:21:39.176717
Good
Yes
Daily
Apartment
1,952
52,843
53
Male
23,897
Single
0
High School
null
39.130189
Rural
Basic
1
18
null
3
2022-02-11 15:21:39.194829
Poor
No
Weekly
Condo
566
52,844
58
Male
1,668
Divorced
4
PhD
null
16.907265
Urban
Basic
1
5
null
2
2024-05-28 15:21:39.167099
Good
No
Rarely
Apartment
2,240
52,845
33
Male
8,074
Married
null
Master's
Employed
27.991586
Suburban
Basic
1
0
524
3
2024-05-06 15:21:39.147735
Average
Yes
Rarely
Apartment
827
52,846
50
Male
53,988
Married
0
Bachelor's
null
15.75554
Suburban
Comprehensive
2
18
711
6
2019-11-02 15:21:39.091080
Poor
No
Daily
Apartment
1,836
52,847
33
Female
43,828
Married
0
Bachelor's
null
13.582709
Urban
Comprehensive
2
8
837
8
2021-05-19 15:21:39.126661
Poor
No
Daily
Condo
811
52,848
49
Female
10,016
Divorced
null
Master's
Self-Employed
33.892466
Suburban
Premium
0
6
683
6
2024-04-28 15:21:39.281787
Poor
Yes
Daily
Apartment
471
52,849
62
Male
null
Married
null
Master's
Employed
33.322623
Urban
Premium
null
0
303
6
2024-03-21 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,092
52,850
24
Male
17,343
Single
2
High School
Self-Employed
28.828652
Suburban
Basic
null
12
656
1
2019-08-31 15:21:39.208842
Poor
Yes
Rarely
Apartment
1,355
52,851
50
Male
88,924
Married
3
Master's
Self-Employed
38.638792
Urban
Comprehensive
2
1
795
1
2024-01-23 15:21:39.096739
Good
No
Daily
Condo
211
52,852
48
Female
10,172
Single
null
Master's
Self-Employed
43.133625
Urban
Basic
1
1
546
6
2024-04-15 15:21:39.134960
Poor
No
Weekly
Condo
1,125
52,853
32
Male
null
Married
null
Bachelor's
Self-Employed
21.253754
Rural
Premium
0
18
366
8
2021-04-09 15:21:39.084065
Poor
Yes
Rarely
Apartment
484
52,854
53
Male
3,635
Divorced
3
Master's
null
5.093051
Rural
Basic
0
3
796
9
2019-10-11 15:21:39.131192
Poor
Yes
Weekly
Apartment
1,887
52,855
62
Male
null
Divorced
2
Master's
null
null
Rural
Premium
2
15
812
6
2022-03-05 15:21:39.236064
null
Yes
Rarely
Condo
676
52,856
64
Male
1,175
Divorced
4
Master's
null
14.567389
Suburban
Basic
1
6
456
5
2020-02-08 15:21:39.155231
Poor
No
Rarely
Condo
799
52,857
40
Female
21,783
Divorced
1
PhD
Employed
25.745907
Rural
Comprehensive
null
11
635
3
2022-10-08 15:21:39.120168
Average
Yes
Rarely
House
1,280
52,858
40
Male
4,499
Single
1
Bachelor's
Employed
21.846758
Urban
Premium
1
5
699
7
2019-08-20 15:21:39.274993
Poor
No
Monthly
House
535
52,859
18
Female
3,193
Single
4
High School
null
18.299837
Urban
Comprehensive
2
4
744
6
2024-05-15 15:21:39.155231
Good
Yes
Daily
Condo
542
52,860
60
Male
686
Divorced
2
Master's
null
33.391845
Urban
Comprehensive
2
5
836
4
2020-01-30 15:21:39.180553
Average
No
Rarely
Apartment
870
52,861
31
Male
18,116
Married
0
PhD
Employed
19.481705
Rural
Basic
null
12
794
5
2021-09-23 15:21:39.256696
Average
No
Monthly
Condo
839
52,862
26
Male
12,981
Single
null
PhD
Self-Employed
28.816267
Suburban
Comprehensive
3
12
566
9
2020-01-08 15:21:39.251142
Good
Yes
Rarely
Condo
731
52,863
43
Female
29,087
Divorced
null
Master's
null
4.542605
Suburban
Premium
0
14
null
2
2022-03-01 15:21:39.143613
Poor
No
Rarely
Apartment
1,476
52,864
47
Male
29,095
Married
null
Master's
null
28.441968
Suburban
Comprehensive
null
13
597
7
2020-06-15 15:21:39.146733
Average
No
Daily
Condo
822
52,865
54
Male
1,067
Divorced
2
PhD
null
11.088946
Urban
Comprehensive
0
1
711
8
2022-11-02 15:21:39.134960
Average
Yes
Daily
Apartment
2,728
52,866
45
Female
29,365
Single
3
Bachelor's
null
41.162048
Urban
Premium
null
4
811
4
2023-03-10 15:21:39.144722
Good
Yes
Monthly
Condo
23
52,867
44
Female
17,774
Married
4
PhD
Employed
38.966403
Suburban
Basic
1
18
629
4
2020-11-22 15:21:39.237118
Poor
No
Monthly
Apartment
1,348
52,868
32
Female
33,672
Married
4
High School
Employed
5.753982
Suburban
Premium
0
6
812
6
2022-06-22 15:21:39.249100
Average
No
Weekly
Apartment
478
52,869
47
Female
5,080
Married
2
High School
null
45.67498
Suburban
Comprehensive
1
11
544
3
2021-05-03 15:21:39.155231
Poor
No
Monthly
Apartment
1,218
52,870
18
Female
69,094
Divorced
0
Master's
Self-Employed
33.983697
Suburban
Premium
null
11
388
1
2023-08-04 15:21:39.134960
Poor
Yes
Daily
Condo
756
52,871
41
Female
18,340
Married
3
PhD
Employed
49.964494
Rural
Premium
null
13
629
5
2022-04-27 15:21:39.084065
Average
Yes
Monthly
House
1,270
52,872
56
Male
30,450
Married
4
Master's
Employed
19.052459
Rural
Basic
1
19
690
2
2020-11-10 15:21:39.094752
Average
Yes
Rarely
Condo
717
52,873
48
Female
92,318
Divorced
2
Bachelor's
Employed
49.813672
Suburban
Premium
0
6
658
1
2020-06-20 15:21:39.280784
Poor
Yes
Daily
Condo
2,792
52,874
40
Male
43,435
Single
1
PhD
Unemployed
35.84616
Suburban
Comprehensive
null
11
771
2
2020-09-03 15:21:39.095696
Poor
Yes
Weekly
Condo
807
52,875
44
Male
8,297
Single
0
Master's
null
22.773283
Rural
Comprehensive
null
6
488
6
2022-12-11 15:21:39.202448
Good
Yes
Rarely
House
594
52,876
46
Female
24,897
Single
4
Bachelor's
Unemployed
5.837621
Suburban
Comprehensive
null
2
712
1
2021-10-06 15:21:39.125660
Average
No
Rarely
House
801
52,877
25
Female
null
Married
2
Master's
Unemployed
16.927383
Urban
Comprehensive
0
16
332
4
2020-10-04 15:21:39.259788
Poor
Yes
Rarely
Condo
428
52,878
52
Female
2,744
Married
2
Master's
null
20.976018
Suburban
Basic
2
9
null
6
2020-10-15 15:21:39.188220
Good
Yes
Rarely
House
781
52,879
50
Male
72,497
Single
1
Master's
Unemployed
9.686426
Suburban
Premium
1
5
382
9
2022-11-01 15:21:39.207847
Good
Yes
Monthly
Condo
509
52,880
33
Male
148,936
Married
0
Bachelor's
Unemployed
null
Urban
Premium
4
2
394
8
2024-05-19 15:21:39.095696
Poor
No
Weekly
Apartment
1,770
52,881
51
Female
24,983
Married
0
PhD
Self-Employed
14.988955
Urban
Comprehensive
null
18
578
6
2021-10-03 15:21:39.155231
Poor
Yes
Weekly
Apartment
725
52,882
35
Female
45,520
Married
3
Master's
Unemployed
29.99375
Suburban
Basic
0
11
492
5
2022-05-15 15:21:39.204790
Good
No
Weekly
Apartment
1,203
52,883
48
Male
7,082
Single
3
Master's
Self-Employed
40.784715
Urban
Comprehensive
0
2
788
4
2024-04-26 15:21:39.182597
Good
Yes
Monthly
House
1,253
52,884
35
Female
17,001
Divorced
0
PhD
Self-Employed
32.995839
Rural
Premium
null
19
431
3
2024-07-25 15:21:39.111551
Good
No
Weekly
Apartment
487
52,885
33
Male
2,711
Single
3
High School
Unemployed
8.79347
Urban
Premium
2
2
754
8
2022-08-05 15:21:39.289099
Poor
No
Weekly
House
1,085
52,886
18
Female
33,999
Married
4
Bachelor's
Unemployed
7.910034
Urban
Basic
0
15
439
8
2021-12-07 15:21:39.237118
Poor
Yes
Daily
Condo
447
52,887
36
Female
39,054
Married
4
Master's
Unemployed
8.418438
Suburban
Basic
null
13
653
7
2023-12-02 15:21:39.091080
Poor
Yes
Monthly
Condo
962
52,888
62
Male
3,955
Married
0
High School
Employed
29.637486
Urban
Comprehensive
0
5
725
3
2022-08-03 15:21:39.271453
Average
Yes
Daily
Apartment
3,034
52,889
53
Female
72,272
Married
1
PhD
Unemployed
35.447828
Rural
Comprehensive
1
15
639
7
2022-02-09 15:21:39.261856
Poor
Yes
Daily
House
48
52,890
41
Male
1,166
Divorced
3
Bachelor's
Employed
28.702965
Urban
Basic
1
18
844
9
2020-02-17 15:21:39.143708
null
Yes
Weekly
Apartment
1,226
52,891
47
Male
81,757
Married
4
Bachelor's
Unemployed
30.296514
Suburban
Premium
2
19
567
1
2023-07-12 15:21:39.084065
null
No
Daily
Condo
932
52,892
29
Female
2,879
Married
3
High School
Employed
3.544902
Suburban
Comprehensive
3
1
806
3
2019-08-22 15:21:39.097737
Good
Yes
Rarely
Condo
1,572
52,893
19
Male
17,607
Divorced
4
PhD
Employed
17.913647
Suburban
Premium
null
8
688
2
2020-08-24 15:21:39.084065
Average
Yes
Weekly
Apartment
328
52,894
35
Female
null
Divorced
1
Master's
Unemployed
7.756978
Rural
Comprehensive
3
8
425
9
2024-01-26 15:21:39.134960
Average
Yes
Daily
Condo
3,858
52,895
49
Female
45,904
Divorced
0
Master's
null
49.74449
Rural
Premium
null
17
467
2
2020-09-03 15:21:39.134960
Good
Yes
Monthly
House
785
52,896
62
Male
33,016
Single
1
Master's
Employed
36.264739
Urban
Premium
null
17
729
8
2019-11-25 15:21:39.237118
Poor
Yes
Monthly
House
1,306
52,897
29
Female
68,511
Married
0
PhD
Unemployed
31.839462
Suburban
Comprehensive
null
14
815
7
2020-10-17 15:21:39.184157
Average
No
Daily
Condo
130
52,898
29
Male
23,015
Married
3
PhD
Unemployed
41.566696
Suburban
Basic
1
7
617
1
2022-08-10 15:21:39.184157
Good
No
Daily
Apartment
725
52,899
29
Female
716
Married
0
Master's
Self-Employed
38.898922
Rural
Premium
0
2
731
3
2020-01-22 15:21:39.237118
Good
No
Daily
Condo
2,044