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
1,158,800
28
Female
117,094
Married
1
Bachelor's
Employed
26.897266
Rural
Premium
1
9
766
6
2024-05-17 15:21:39.254678
Average
Yes
Weekly
House
306
1,158,801
49
Female
39,224
Divorced
4
PhD
Unemployed
28.26193
Urban
Comprehensive
1
3
626
6
2021-06-06 15:21:39.134960
Good
Yes
Rarely
Condo
1,022
1,158,802
64
Male
11,561
Married
2
PhD
null
12.084602
Rural
Premium
null
2
447
4
2023-08-19 15:21:39.143708
Good
Yes
Weekly
Apartment
3,022
1,158,803
58
Female
25,962
Married
2
PhD
Unemployed
36.038964
Rural
Comprehensive
0
17
null
9
2023-08-25 15:21:39.202448
Average
Yes
Daily
Apartment
36
1,158,804
54
Male
35,118
Single
2
PhD
Self-Employed
14.574966
Suburban
Comprehensive
0
9
725
1
2023-10-27 15:21:39.190215
Poor
Yes
Monthly
Condo
1,705
1,158,805
55
Female
24,405
Married
1
Bachelor's
null
13.629825
Urban
Premium
null
0
778
4
2024-02-01 15:21:39.172097
Average
Yes
Rarely
Apartment
679
1,158,806
53
Male
97,768
Married
0
PhD
Employed
5.723318
Rural
Premium
3
14
740
4
2020-11-01 15:21:39.117183
Poor
No
Weekly
Condo
107
1,158,807
45
Male
29,460
Single
4
Bachelor's
Self-Employed
33.426426
Urban
Premium
1
8
826
1
2021-09-07 15:21:39.286113
Poor
No
Rarely
Condo
513
1,158,808
35
Female
64,769
Single
3
PhD
null
23.395528
Suburban
Premium
2
9
799
1
2020-08-06 15:21:39.271453
Poor
Yes
Rarely
House
3,054
1,158,809
49
Female
6,420
Single
3
Bachelor's
Unemployed
44.923597
Urban
Basic
0
1
691
3
2024-03-01 15:21:39.196387
Poor
No
Daily
Apartment
549
1,158,810
63
Male
29,514
null
1
Bachelor's
Self-Employed
13.073066
Suburban
Comprehensive
1
11
402
5
2020-11-01 15:21:39.134960
Average
Yes
Rarely
Condo
2,698
1,158,811
null
Female
29,085
Single
0
High School
Self-Employed
5.956426
Rural
Comprehensive
1
14
637
6
2022-01-17 15:21:39.209847
Average
No
Monthly
Apartment
3,080
1,158,812
52
Female
122,604
Single
1
PhD
Employed
12.858142
Suburban
Premium
0
5
357
1
2023-01-02 15:21:39.111551
Average
No
Monthly
House
363
1,158,813
64
Male
12,926
Married
1
Bachelor's
Employed
42.846109
Suburban
Comprehensive
1
7
null
9
2021-09-22 15:21:39.270454
Poor
No
Daily
Apartment
588
1,158,814
20
Female
1,637
Single
3
Master's
Unemployed
33.574675
Rural
Comprehensive
3
14
null
9
2022-12-31 15:21:39.228521
Poor
Yes
Weekly
Condo
514
1,158,815
53
Male
4,049
Divorced
0
Bachelor's
Employed
48.097605
Rural
Premium
0
3
382
1
2021-08-15 15:21:39.281787
Average
No
Weekly
Apartment
58
1,158,816
37
Female
1,510
Married
3
Bachelor's
Self-Employed
4.289327
Rural
Premium
2
6
null
3
2019-08-18 15:21:39.143708
Poor
Yes
Monthly
Apartment
370
1,158,817
57
Male
923
Married
1
Master's
Unemployed
19.396967
Suburban
Basic
1
19
424
7
2020-09-29 15:21:39.267454
Poor
Yes
Rarely
Condo
534
1,158,818
null
Female
50,812
Single
2
High School
Self-Employed
34.058348
Suburban
Premium
0
8
583
1
2020-06-09 15:21:39.132191
Good
Yes
Weekly
Apartment
111
1,158,819
26
Male
26,961
Single
2
Bachelor's
Self-Employed
34.937831
Rural
Premium
null
3
459
9
2021-07-03 15:21:39.155231
Good
Yes
Monthly
Apartment
1,311
1,158,820
49
Female
14,092
Single
3
Master's
null
10.40482
Suburban
Basic
0
10
717
7
2020-11-05 15:21:39.207847
Average
Yes
Daily
Apartment
485
1,158,821
37
Male
6,053
Married
3
High School
null
41.08356
Rural
Basic
null
9
null
7
2024-04-08 15:21:39.285112
Average
No
Monthly
Apartment
1,432
1,158,822
42
Male
36,316
Divorced
0
Bachelor's
null
35.01376
Suburban
Comprehensive
0
4
528
3
2021-01-15 15:21:39.254678
Average
No
Weekly
House
91
1,158,823
40
Female
26,689
Single
1
PhD
Employed
null
Rural
Comprehensive
null
17
null
7
2024-01-13 15:21:39.163910
Average
No
Rarely
Apartment
1,328
1,158,824
24
Male
30,429
Married
1
PhD
Self-Employed
25.957695
Urban
Comprehensive
0
3
774
1
2020-12-19 15:21:39.134960
Good
No
Weekly
House
3,039
1,158,825
58
Female
43,801
Single
4
Master's
Employed
6.674303
Urban
Premium
null
14
561
2
2021-08-20 15:21:39.097737
Good
Yes
Daily
Apartment
112
1,158,826
37
Female
5,530
Divorced
3
High School
null
43.782279
Rural
Comprehensive
0
16
646
1
2020-02-23 15:21:39.134960
Good
No
Rarely
Condo
830
1,158,827
28
Female
2,487
Divorced
2
Bachelor's
Unemployed
39.95826
Suburban
Basic
null
0
381
6
2021-08-18 15:21:39.126661
Average
No
Weekly
House
1,562
1,158,828
26
Male
22,377
Divorced
3
Bachelor's
Employed
28.351465
Urban
Comprehensive
1
13
625
9
2023-10-05 15:21:39.155231
Poor
No
Rarely
Apartment
918
1,158,829
62
Male
3,998
null
3
PhD
Self-Employed
22.097202
Urban
Comprehensive
0
6
null
4
2021-08-23 15:21:39.286113
Poor
Yes
Monthly
Apartment
964
1,158,830
37
Female
26,553
Divorced
null
Bachelor's
Self-Employed
39.147721
Suburban
Comprehensive
0
5
656
6
2022-12-05 15:21:39.231531
Good
No
Rarely
Condo
1,074
1,158,831
60
Male
72,234
Married
1
PhD
Employed
32.090793
Suburban
Comprehensive
0
0
328
8
2023-05-12 15:21:39.176717
Poor
No
Rarely
House
1,799
1,158,832
38
Female
23,783
Single
3
Master's
Self-Employed
18.095516
Urban
Premium
0
11
409
9
2022-06-04 15:21:39.274993
Poor
Yes
Weekly
Apartment
962
1,158,833
43
Female
45,985
Single
3
Bachelor's
Unemployed
31.090637
Rural
Basic
0
18
567
8
2021-03-16 15:21:39.134960
Average
No
Daily
Apartment
925
1,158,834
50
Male
3,655
Married
3
Master's
Unemployed
null
Urban
Premium
null
9
558
9
2020-01-02 15:21:39.213373
Good
No
Rarely
Apartment
1,579
1,158,835
22
Male
18,031
Single
4
High School
Employed
17.720065
Urban
Premium
0
12
null
3
2021-08-24 15:21:39.218388
Average
No
Monthly
House
2,473
1,158,836
26
Female
92,360
Divorced
1
Bachelor's
null
8.983322
Rural
Premium
0
2
307
1
2020-09-18 15:21:39.117183
Good
No
Monthly
House
605
1,158,837
19
Male
16,002
Married
1
PhD
Unemployed
13.275866
Suburban
Basic
2
0
null
1
2021-04-24 15:21:39.255696
Poor
Yes
Monthly
House
981
1,158,838
53
Female
20,290
Single
3
PhD
Employed
5.718045
Urban
Comprehensive
0
2
null
8
2020-08-25 15:21:39.266452
Average
No
Rarely
House
681
1,158,839
50
Male
6,965
Married
2
PhD
null
19.188957
Suburban
Comprehensive
2
17
498
6
2023-07-05 15:21:39.172097
Good
No
Daily
House
1,615
1,158,840
34
Male
73,654
Divorced
1
Bachelor's
null
26.958956
Suburban
Basic
3
14
null
4
2023-02-01 15:21:39.134960
Poor
Yes
Monthly
House
188
1,158,841
44
Male
39,603
Married
2
High School
Unemployed
25.81708
Suburban
Comprehensive
0
0
null
3
2021-02-10 15:21:39.155231
Poor
No
Monthly
Apartment
1,613
1,158,842
29
Male
69,320
Divorced
3
Master's
Unemployed
38.788202
Rural
Basic
0
9
816
4
2023-08-23 15:21:39.190215
Poor
Yes
Weekly
Apartment
119
1,158,843
42
Female
41,926
Married
1
Master's
null
36.865366
Rural
Premium
0
2
505
2
2024-05-14 15:21:39.155231
Poor
No
Weekly
Apartment
981
1,158,844
41
Female
27,442
Single
1
PhD
Unemployed
22.125784
Rural
Basic
0
0
null
7
2023-08-07 15:21:39.155231
null
Yes
Daily
Apartment
438
1,158,845
37
Female
70,849
Married
0
High School
Unemployed
37.285838
Urban
Basic
1
12
325
9
2023-09-23 15:21:39.228521
Good
No
Monthly
House
1,077
1,158,846
20
Male
15,144
Married
4
Master's
Employed
21.895707
Rural
Premium
0
14
738
7
2022-10-15 15:21:39.278402
Average
No
Monthly
Apartment
556
1,158,847
20
Male
50,734
Single
3
PhD
Employed
15.646602
Urban
Comprehensive
2
3
573
4
2020-06-15 15:21:39.206847
Average
No
Monthly
House
2,639
1,158,848
38
Male
22,520
Married
4
High School
Employed
13.553736
Suburban
Premium
0
15
676
1
2022-06-23 15:21:39.134960
Average
No
Rarely
Condo
228
1,158,849
45
Female
46,914
Single
0
PhD
Unemployed
21.938592
Rural
Basic
2
14
722
3
2020-05-13 15:21:39.204790
null
No
Monthly
Condo
1,176
1,158,850
38
Male
45,970
Divorced
0
Master's
Self-Employed
20.517824
Urban
Comprehensive
0
13
795
3
2021-11-24 15:21:39.132191
Average
Yes
Monthly
House
584
1,158,851
39
Female
45,437
Single
1
High School
Employed
15.834387
Urban
Comprehensive
0
6
848
5
2024-02-27 15:21:39.143708
Average
Yes
Monthly
Apartment
658
1,158,852
19
Male
35,477
Married
0
PhD
Self-Employed
45.766321
Suburban
Premium
0
5
545
8
2019-10-21 15:21:39.154008
Good
No
Monthly
House
89
1,158,853
34
Female
2,833
Divorced
null
Master's
Self-Employed
30.71189
Rural
Comprehensive
2
12
721
2
2021-08-25 15:21:39.155231
Average
Yes
Weekly
Apartment
1,099
1,158,854
34
Male
1,338
Single
4
High School
null
15.817472
Rural
Premium
1
3
495
8
2024-03-28 15:21:39.092127
Good
Yes
Weekly
House
997
1,158,855
63
Female
40,583
Single
0
High School
Self-Employed
25.266073
Rural
Basic
0
8
835
7
2020-07-10 15:21:39.237118
Average
Yes
Monthly
House
2,976
1,158,856
63
Female
24,299
Married
1
High School
Self-Employed
12.982172
Rural
Comprehensive
1
10
null
3
2024-01-27 15:21:39.188220
Good
No
Rarely
Condo
26
1,158,857
45
Male
8,053
Married
1
High School
null
24.86956
Rural
Comprehensive
0
10
612
9
2020-03-05 15:21:39.276901
Poor
Yes
Rarely
Apartment
332
1,158,858
48
Male
9,566
Married
1
Bachelor's
null
7.002561
Urban
Comprehensive
null
18
788
6
2021-06-17 15:21:39.237118
Poor
Yes
Weekly
Apartment
3,161
1,158,859
22
Male
14,112
Married
2
Master's
Employed
30.638131
Rural
Basic
0
9
565
4
2022-07-07 15:21:39.106582
Good
Yes
Monthly
Apartment
130
1,158,860
56
Female
23,720
Married
0
High School
Unemployed
41.376859
Urban
Premium
0
8
609
4
2021-03-08 15:21:39.166062
Poor
Yes
Weekly
Apartment
150
1,158,861
33
Male
38,096
Single
4
High School
Self-Employed
33.859456
Suburban
Comprehensive
1
15
704
9
2023-11-28 15:21:39.126661
Average
Yes
Daily
Condo
634
1,158,862
52
Male
29,190
Single
0
Bachelor's
Employed
29.93679
Rural
Comprehensive
1
12
534
7
2019-09-06 15:21:39.185215
Average
Yes
Monthly
Condo
591
1,158,863
63
Female
81,735
Divorced
0
High School
Unemployed
21.571084
Suburban
Comprehensive
1
7
486
6
2022-06-01 15:21:39.132191
null
No
Rarely
Apartment
884
1,158,864
27
Male
16,984
Married
2
Bachelor's
Self-Employed
null
Suburban
Premium
0
4
745
6
2020-01-08 15:21:39.134960
Average
Yes
Monthly
Condo
1,864
1,158,865
32
Male
10,106
Married
2
Bachelor's
Unemployed
22.874504
Urban
Premium
1
7
383
8
2021-07-18 15:21:39.104139
Average
No
Daily
House
710
1,158,866
49
Female
11,575
Divorced
1
Bachelor's
Employed
43.936885
Suburban
Comprehensive
1
0
781
8
2020-10-11 15:21:39.237118
Good
No
Rarely
House
852
1,158,867
null
Male
2,907
Divorced
0
PhD
null
null
Suburban
Premium
null
16
751
4
2020-04-25 15:21:39.260856
Good
No
Rarely
Condo
761
1,158,868
59
Female
122,338
Married
0
High School
null
38.648538
Suburban
Premium
0
16
400
4
2021-06-15 15:21:39.183598
null
No
Rarely
Apartment
1,118
1,158,869
26
Female
29,061
Married
3
Bachelor's
null
40.051337
Suburban
Premium
null
10
null
1
2021-06-29 15:21:39.112553
Good
No
Daily
Apartment
329
1,158,870
22
Male
736
Married
0
High School
Employed
22.495781
Rural
Premium
4
8
816
8
2021-11-12 15:21:39.235012
Poor
Yes
Daily
Apartment
903
1,158,871
48
Male
131,523
Divorced
3
PhD
null
23.86711
Suburban
Basic
null
19
569
8
2020-04-24 15:21:39.285112
Good
No
Weekly
House
382
1,158,872
28
Male
14,644
Married
1
PhD
Unemployed
41.569396
Urban
Premium
0
18
691
8
2022-06-08 15:21:39.134960
null
Yes
Monthly
Apartment
2,141
1,158,873
26
Male
58,872
Married
3
Bachelor's
null
5.781559
Urban
Comprehensive
null
18
373
2
2024-03-13 15:21:39.204790
Good
No
Rarely
Condo
2,895
1,158,874
58
Male
82,438
Divorced
4
Bachelor's
Self-Employed
11.917013
Suburban
Basic
null
6
431
3
2021-09-13 15:21:39.202448
Average
No
Weekly
Apartment
1,328
1,158,875
46
Male
24,897
Single
4
Master's
Employed
31.23584
Rural
Comprehensive
null
17
801
3
2022-03-09 15:21:39.181605
Poor
No
Daily
Apartment
1,008
1,158,876
29
Male
36,254
Divorced
0
Master's
null
37.633917
Suburban
Premium
3
7
548
9
2022-12-13 15:21:39.204790
Average
Yes
Weekly
House
1,353
1,158,877
22
Male
28,484
Divorced
2
Master's
null
null
Suburban
Premium
null
11
711
4
2020-03-06 15:21:39.258696
Poor
No
Rarely
Condo
497
1,158,878
33
Male
4,183
Single
0
Bachelor's
Self-Employed
15.08672
Rural
Comprehensive
1
18
null
7
2019-09-01 15:21:39.272456
null
Yes
Rarely
Apartment
726
1,158,879
46
Male
28,991
Divorced
4
Master's
Employed
39.937507
Rural
Comprehensive
0
16
null
3
2022-02-15 15:21:39.228521
Good
No
Monthly
Apartment
754
1,158,880
37
Male
71,514
Married
0
Master's
Self-Employed
43.097884
Urban
Premium
2
2
502
9
2020-09-22 15:21:39.094752
Good
Yes
Monthly
Condo
1,159
1,158,881
29
Female
1,699
Married
2
Bachelor's
Self-Employed
25.849289
Suburban
Premium
2
11
605
5
2024-02-11 15:21:39.186212
Poor
Yes
Rarely
House
1,025
1,158,882
27
Male
37,253
Married
3
High School
null
20.818363
Rural
Comprehensive
0
9
572
8
2020-11-28 15:21:39.093681
Poor
No
Weekly
Condo
731
1,158,883
27
Male
12,773
Divorced
2
Bachelor's
null
31.706872
Rural
Comprehensive
null
15
410
9
2020-05-20 15:21:39.111551
Good
No
Rarely
House
1,563
1,158,884
52
Female
16,561
Divorced
3
High School
null
38.898988
Rural
Comprehensive
null
6
742
5
2020-05-26 15:21:39.201446
Good
Yes
Monthly
Condo
1,523
1,158,885
47
Female
11,092
Married
2
Master's
Employed
11.091328
Rural
Comprehensive
null
0
844
4
2023-03-29 15:21:39.114118
Good
No
Weekly
House
1,420
1,158,886
34
Male
3,908
Married
4
Master's
Self-Employed
null
Rural
Comprehensive
1
15
766
4
2022-03-28 15:21:39.155231
Good
No
Daily
Condo
811
1,158,887
31
Male
2,673
Divorced
1
High School
Self-Employed
8.262068
Urban
Comprehensive
1
18
727
5
2019-10-01 15:21:39.155231
Poor
No
Rarely
Apartment
3,097
1,158,888
39
Male
15,761
Divorced
0
Bachelor's
Unemployed
19.039008
Rural
Premium
1
15
558
4
2021-05-22 15:21:39.133866
Poor
No
Daily
Condo
1,016
1,158,889
39
Male
47,934
Married
3
Bachelor's
null
14.281126
Rural
Basic
2
6
796
7
2021-07-31 15:21:39.108562
Average
Yes
Monthly
Apartment
324
1,158,890
40
Female
1,571
Single
4
Bachelor's
Unemployed
5.89178
Urban
Basic
null
1
756
1
2021-07-28 15:21:39.125660
Good
Yes
Rarely
House
2,393
1,158,891
46
Male
39,451
Married
3
Master's
Unemployed
23.49643
Urban
Basic
0
14
744
4
2021-08-22 15:21:39.282785
Poor
Yes
Weekly
House
2,174
1,158,892
19
Female
19,742
Single
3
High School
null
29.251122
Rural
Basic
null
14
670
7
2020-05-26 15:21:39.192212
Average
Yes
Weekly
House
1,513
1,158,893
36
Male
7,520
Divorced
2
Bachelor's
null
15.166771
Rural
Basic
null
15
586
9
2020-03-30 15:21:39.223901
Good
Yes
Monthly
House
22
1,158,894
42
Female
3,770
Divorced
3
PhD
null
36.739545
Suburban
Premium
2
16
781
9
2022-05-26 15:21:39.111551
Poor
Yes
Rarely
House
434
1,158,895
53
Female
43,662
Married
1
High School
null
35.845693
Urban
Comprehensive
1
4
581
2
2023-03-12 15:21:39.081504
Average
No
Monthly
Condo
1,439
1,158,896
45
Female
1,526
Single
2
Master's
Unemployed
41.176849
Urban
Comprehensive
0
8
534
5
2020-03-03 15:21:39.155231
null
No
Daily
Condo
48
1,158,897
37
Female
122,086
Married
4
High School
null
39.595587
Rural
Comprehensive
2
11
674
8
2021-08-14 15:21:39.193945
Good
Yes
Monthly
Condo
2,096
1,158,898
27
Female
7,091
Single
0
PhD
Unemployed
16.172383
Suburban
Premium
0
12
731
7
2019-09-01 15:21:39.124659
Good
No
Monthly
House
2,086
1,158,899
39
Male
87,571
Divorced
1
PhD
Self-Employed
13.388323
Suburban
Basic
1
2
326
1
2022-05-29 15:21:39.097737
null
No
Rarely
House
811