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
1,190,800
31
Male
85,730
Single
2
Master's
null
24.410911
Suburban
Basic
1
6
323
2
2022-05-10 15:21:39.272456
Good
No
Rarely
Apartment
936
1,190,801
25
Male
67,613
Divorced
0
Master's
null
17.827132
Suburban
Premium
2
7
576
5
2023-01-16 15:21:39.134960
Poor
No
Rarely
Apartment
302
1,190,802
33
Male
139,998
Single
3
High School
null
49.307084
Rural
Premium
0
6
434
3
2022-04-20 15:21:39.091080
Poor
Yes
Monthly
House
474
1,190,803
35
Male
97,543
Married
0
Bachelor's
Self-Employed
49.94814
Suburban
Comprehensive
2
10
694
6
2021-01-16 15:21:39.278402
Good
No
Daily
Apartment
39
1,190,804
47
Female
5,849
Divorced
1
PhD
null
22.601739
Rural
Premium
0
5
441
6
2021-01-05 15:21:39.174719
Poor
No
Monthly
House
2,113
1,190,805
24
Female
1,009
Divorced
4
PhD
Unemployed
50.817359
Urban
Basic
2
18
472
2
2022-01-20 15:21:39.181605
null
Yes
Monthly
House
1,229
1,190,806
59
Female
20,658
Married
1
Master's
Self-Employed
3.93469
Suburban
Premium
1
17
null
3
2020-07-08 15:21:39.134960
Average
Yes
Monthly
Apartment
893
1,190,807
37
Male
92,708
Married
4
High School
Self-Employed
17.312878
Urban
Comprehensive
1
10
350
9
2023-08-22 15:21:39.211806
Poor
Yes
Rarely
House
738
1,190,808
42
Male
null
Single
2
Bachelor's
Unemployed
19.908572
Urban
Premium
null
12
382
6
2021-04-20 15:21:39.106582
Poor
No
Daily
Apartment
878
1,190,809
38
Male
46,364
Married
3
Master's
Employed
null
Rural
Premium
null
3
837
1
2023-09-24 15:21:39.271453
Good
Yes
Rarely
Apartment
586
1,190,810
61
Female
6,887
Married
0
High School
Employed
11.255851
Urban
Premium
null
16
838
5
2020-06-23 15:21:39.169102
Poor
Yes
Daily
House
203
1,190,811
50
Female
4,400
Single
4
Bachelor's
Employed
7.663517
Rural
Basic
1
2
355
9
2019-12-02 15:21:39.079128
Good
No
Rarely
Apartment
1,656
1,190,812
53
Male
59,638
Married
3
Bachelor's
null
47.754013
Suburban
Comprehensive
null
16
342
5
2019-08-25 15:21:39.270454
Average
No
Monthly
Condo
643
1,190,813
48
Female
30,350
Married
4
PhD
null
12.895384
Rural
Premium
3
12
712
3
2022-10-31 15:21:39.201446
Poor
Yes
Monthly
Condo
1,124
1,190,814
28
Female
8,096
Married
3
High School
null
25.868297
Suburban
Basic
null
13
null
6
2021-11-15 15:21:39.237118
Good
Yes
Monthly
House
557
1,190,815
62
Male
30,737
Divorced
1
High School
Unemployed
6.848143
Suburban
Premium
1
17
465
6
2023-02-20 15:21:39.278402
Good
Yes
Monthly
Apartment
134
1,190,816
21
Male
24,475
Married
4
Master's
null
11.015795
Suburban
Basic
2
12
404
5
2023-08-08 15:21:39.261856
Good
No
Monthly
Condo
1,266
1,190,817
32
Male
86,637
Married
3
Master's
Unemployed
37.022923
Suburban
Basic
4
10
706
4
2020-07-10 15:21:39.274993
Average
Yes
Rarely
Apartment
2,105
1,190,818
26
Male
24,894
Married
3
Bachelor's
Self-Employed
48.161551
Urban
Basic
null
9
738
9
2021-09-13 15:21:39.151732
Poor
No
Weekly
House
2,053
1,190,819
39
Male
null
Married
4
Bachelor's
Employed
41.569297
Suburban
Premium
null
18
498
5
2023-12-04 15:21:39.251142
Poor
Yes
Rarely
Condo
393
1,190,820
60
Female
16,769
Divorced
null
Master's
Self-Employed
30.829763
Rural
Premium
null
14
null
2
2023-03-31 15:21:39.099739
Average
Yes
Daily
House
1,058
1,190,821
45
Female
39,151
Married
4
High School
null
16.476634
Urban
Premium
1
6
721
1
2022-07-13 15:21:39.100695
Poor
Yes
Monthly
Condo
1,637
1,190,822
19
Male
15,983
Single
3
High School
Unemployed
15.395437
Rural
Basic
1
14
819
4
2020-09-06 15:21:39.134960
Average
Yes
Daily
Apartment
495
1,190,823
19
Female
104,839
Divorced
4
High School
null
27.696585
Suburban
Premium
5
2
318
5
2022-07-17 15:21:39.091080
Good
No
Rarely
House
2,255
1,190,824
64
Male
31,984
Single
4
Master's
null
28.37151
Suburban
Premium
0
12
null
5
2021-10-30 15:21:39.223390
Poor
No
Weekly
Condo
2,329
1,190,825
45
Female
35,358
Single
4
High School
null
null
Urban
Basic
0
13
null
9
2020-07-10 15:21:39.192212
Good
No
Rarely
House
551
1,190,826
27
Male
35
Married
1
High School
Employed
27.760967
Suburban
Basic
1
7
748
8
2023-07-29 15:21:39.198406
Poor
Yes
Monthly
Condo
1,831
1,190,827
34
Female
7,077
Divorced
3
PhD
Self-Employed
23.907895
Urban
Premium
1
10
577
3
2022-10-02 15:21:39.274993
Average
No
Daily
Condo
755
1,190,828
20
Female
3,689
Single
3
PhD
Unemployed
18.77886
Suburban
Premium
3
16
null
1
2021-03-08 15:21:39.253660
Poor
Yes
Weekly
Apartment
940
1,190,829
30
Male
8,481
Married
0
PhD
null
27.646215
Suburban
Comprehensive
null
11
565
2
2020-12-17 15:21:39.268507
Average
Yes
Weekly
Apartment
1,592
1,190,830
34
Male
29,130
Single
3
Master's
null
39.444449
Rural
Basic
1
14
650
5
2022-10-06 15:21:39.155231
Poor
Yes
Daily
House
1,783
1,190,831
62
Female
439
Married
null
Bachelor's
null
29.957311
Suburban
Premium
2
15
767
6
2020-11-13 15:21:39.126661
Poor
Yes
Monthly
Apartment
1,330
1,190,832
40
Male
26,203
Married
1
Master's
Unemployed
29.195867
Urban
Premium
1
1
308
8
2019-10-31 15:21:39.083497
Poor
No
Weekly
House
977
1,190,833
18
Female
120,058
Single
3
Master's
Self-Employed
41.041978
Rural
Basic
0
12
417
5
2023-10-22 15:21:39.251142
Poor
Yes
Monthly
Condo
1,526
1,190,834
43
Male
2,570
Married
4
Bachelor's
Employed
30.331792
Rural
Premium
null
7
390
4
2022-01-04 15:21:39.219432
Poor
No
Daily
Apartment
662
1,190,835
23
Male
9,096
Divorced
null
PhD
Self-Employed
27.18889
Rural
Premium
2
19
718
4
2023-07-27 15:21:39.237118
null
No
Monthly
Apartment
551
1,190,836
33
Female
3,546
Married
3
Master's
Self-Employed
32.379735
Urban
Basic
0
3
735
5
2023-07-09 15:21:39.155231
Average
No
Daily
Condo
2,380
1,190,837
47
Female
32,005
Married
0
High School
Self-Employed
26.53964
Rural
Basic
2
18
513
9
2023-10-04 15:21:39.129190
Good
Yes
Daily
Apartment
717
1,190,838
18
Female
5,723
Single
4
Master's
Unemployed
16.294905
Urban
Comprehensive
null
18
394
4
2021-07-05 15:21:39.134960
Average
No
Rarely
House
669
1,190,839
51
Female
2,687
Single
0
High School
Self-Employed
18.640906
Urban
Premium
2
5
null
9
2023-11-25 15:21:39.121169
Poor
No
Weekly
Condo
639
1,190,840
19
Male
86,842
Single
4
Master's
Unemployed
23.854269
Rural
Premium
1
10
766
2
2020-11-09 15:21:39.291118
Average
No
Weekly
Apartment
3,663
1,190,841
38
Male
5,112
Single
0
High School
Unemployed
39.791401
Suburban
Premium
1
16
616
3
2020-06-16 15:21:39.095696
Poor
No
Monthly
Apartment
573
1,190,842
45
Male
44,691
Single
1
Bachelor's
null
12.828808
Urban
Basic
0
19
682
5
2021-05-08 15:21:39.167099
Good
Yes
Rarely
Condo
4,644
1,190,843
59
Female
7,092
Divorced
1
PhD
null
null
Rural
Basic
null
1
522
9
2023-03-30 15:21:39.134960
Good
Yes
Weekly
Condo
1,215
1,190,844
61
Male
3,810
Divorced
4
High School
Employed
null
Rural
Comprehensive
1
17
761
8
2023-02-07 15:21:39.084065
Poor
No
Weekly
House
1,110
1,190,845
36
Male
43,886
Single
3
Master's
Self-Employed
34.42692
Suburban
Basic
0
5
796
3
2020-03-09 15:21:39.134960
Average
No
Rarely
House
1,187
1,190,846
50
Female
68,611
Married
2
PhD
null
9.895214
Rural
Comprehensive
null
12
388
8
2020-03-17 15:21:39.196387
Poor
No
Rarely
Apartment
3,525
1,190,847
58
Male
664
Single
4
PhD
Employed
49.090562
Suburban
Basic
0
9
352
4
2023-09-12 15:21:39.154008
Average
Yes
Rarely
Apartment
706
1,190,848
null
Male
6,535
Married
3
PhD
Unemployed
22.746269
Urban
Comprehensive
2
11
null
5
2024-01-09 15:21:39.155231
Average
Yes
Monthly
Apartment
1,126
1,190,849
36
Female
2,658
Married
2
PhD
Unemployed
14.894519
Rural
Comprehensive
null
12
706
1
2022-10-07 15:21:39.204201
Average
Yes
Daily
House
278
1,190,850
22
Female
70,411
Married
0
Master's
Self-Employed
52.89466
Rural
Comprehensive
0
10
796
6
2023-06-29 15:21:39.172097
Poor
Yes
Monthly
Apartment
959
1,190,851
59
Male
80,617
Married
3
Bachelor's
null
null
Rural
Comprehensive
2
0
516
9
2019-09-22 15:21:39.254678
Average
Yes
Monthly
Apartment
1,374
1,190,852
52
Male
120,810
Single
0
High School
Employed
17.552509
Rural
Comprehensive
null
2
null
6
2023-01-02 15:21:39.289099
Good
Yes
Rarely
Condo
353
1,190,853
26
Female
24,862
Married
2
High School
null
20.913932
Rural
Basic
null
16
671
2
2021-11-08 15:21:39.226954
Poor
Yes
Daily
House
196
1,190,854
40
Male
64,440
Divorced
0
High School
Self-Employed
19.944792
Rural
Premium
null
10
379
4
2023-09-23 15:21:39.283783
Average
Yes
Weekly
Condo
585
1,190,855
48
Female
2,487
Married
4
PhD
Employed
16.637808
Suburban
Premium
0
4
541
9
2020-05-04 15:21:39.192212
Good
Yes
Rarely
Apartment
110
1,190,856
44
Male
20,597
Single
3
High School
null
46.914392
Urban
Comprehensive
0
18
734
8
2022-08-19 15:21:39.155231
Average
No
Monthly
House
1,447
1,190,857
63
Male
29,173
Divorced
3
High School
Self-Employed
36.593614
Urban
Basic
1
16
null
3
2022-01-17 15:21:39.143708
Good
No
Weekly
House
860
1,190,858
33
Male
61,245
Divorced
1
High School
null
28.444444
Rural
Premium
null
1
307
1
2023-07-22 15:21:39.134960
Good
No
Weekly
House
806
1,190,859
26
Male
102,926
Divorced
3
Bachelor's
Self-Employed
51.06549
Urban
Basic
null
7
818
1
2022-03-23 15:21:39.134960
Average
No
Rarely
Apartment
1,038
1,190,860
43
Male
81,585
null
2
Master's
Self-Employed
17.534607
Urban
Comprehensive
null
2
404
7
2021-06-13 15:21:39.190215
Good
Yes
Monthly
Apartment
623
1,190,861
48
Female
4,939
Married
2
High School
Employed
30.345052
Rural
Premium
null
18
340
2
2023-02-25 15:21:39.226954
Average
Yes
Weekly
Apartment
1,915
1,190,862
27
Male
6,537
Married
1
Master's
Unemployed
10.647951
Suburban
Basic
0
7
557
4
2023-07-24 15:21:39.091080
Poor
Yes
Rarely
Apartment
1,426
1,190,863
24
Female
null
Single
4
Bachelor's
null
27.544924
Suburban
Premium
1
8
709
6
2020-01-13 15:21:39.122134
Average
Yes
Monthly
Condo
60
1,190,864
31
Male
29,167
Married
4
Bachelor's
Unemployed
null
Suburban
Premium
1
1
464
6
2020-12-06 15:21:39.264504
Poor
Yes
Rarely
Apartment
591
1,190,865
32
Male
43,759
Married
0
Bachelor's
Unemployed
11.828198
Urban
Premium
null
2
null
3
2024-01-26 15:21:39.134960
Poor
No
Rarely
House
482
1,190,866
22
Male
29,690
Divorced
2
PhD
null
31.886544
Suburban
Premium
2
3
508
2
2022-03-18 15:21:39.081504
Good
Yes
Weekly
Apartment
249
1,190,867
21
Female
96,902
Married
1
Master's
Employed
13.082631
Rural
Comprehensive
2
4
387
5
2021-06-13 15:21:39.109552
Average
No
Rarely
House
774
1,190,868
64
Female
70,025
Divorced
0
Bachelor's
null
15.039852
Rural
Basic
null
10
782
6
2024-04-22 15:21:39.134960
Good
No
Monthly
Apartment
175
1,190,869
40
Female
15,605
Divorced
2
Bachelor's
Self-Employed
10.818891
Suburban
Premium
0
12
471
1
2020-02-05 15:21:39.248098
Poor
No
Monthly
Condo
726
1,190,870
38
Female
102,980
Single
3
Bachelor's
Unemployed
31.066913
Urban
Basic
0
0
688
3
2019-09-17 15:21:39.134960
Poor
No
Daily
Condo
2,084
1,190,871
39
Female
43,940
Divorced
1
Master's
Unemployed
26.077088
Urban
Comprehensive
0
3
804
8
2022-12-21 15:21:39.248098
Average
Yes
Rarely
Apartment
340
1,190,872
58
Male
146,090
Divorced
null
Master's
null
8.06856
Suburban
Premium
0
13
384
5
2020-11-22 15:21:39.237118
Poor
No
Monthly
Apartment
257
1,190,873
22
Male
2,586
Married
1
High School
null
30.637962
Urban
Comprehensive
null
2
360
6
2022-08-06 15:21:39.237118
Good
Yes
Monthly
Condo
740
1,190,874
28
Male
24,155
Married
3
Bachelor's
null
26.746287
Suburban
Premium
1
1
708
6
2023-10-08 15:21:39.165120
Average
Yes
Monthly
House
127
1,190,875
64
Male
null
Married
0
Bachelor's
Unemployed
51.957756
Suburban
Comprehensive
1
11
567
5
2023-07-31 15:21:39.155231
null
Yes
Daily
House
661
1,190,876
31
Male
34,788
null
1
PhD
null
44.356328
Rural
Premium
1
19
694
1
2020-09-03 15:21:39.182597
Poor
No
Rarely
House
1,485
1,190,877
46
Female
53,401
Divorced
2
Master's
Unemployed
9.757726
Suburban
Comprehensive
2
9
328
9
2020-12-13 15:21:39.204790
Average
Yes
Rarely
Condo
1,178
1,190,878
45
Male
34,239
Divorced
2
Bachelor's
Employed
18.892925
Rural
Comprehensive
null
14
null
3
2022-07-12 15:21:39.134960
Good
No
Rarely
House
811
1,190,879
50
Female
23,891
Single
2
Bachelor's
Unemployed
34.27479
Urban
Basic
null
15
577
1
2019-08-28 15:21:39.134960
Poor
Yes
Weekly
House
804
1,190,880
39
Male
18,368
Divorced
4
Master's
Employed
47.13288
Suburban
Basic
3
16
638
7
2020-04-25 15:21:39.155231
Good
No
Rarely
Apartment
713
1,190,881
46
Female
7,097
Divorced
2
PhD
Employed
37.935486
Rural
Comprehensive
1
1
658
6
2024-02-01 15:21:39.134960
Poor
No
Daily
House
649
1,190,882
38
Female
10,016
Single
3
Bachelor's
null
29.567245
Suburban
Basic
1
13
687
6
2022-02-27 15:21:39.155231
Good
No
Weekly
Condo
442
1,190,883
56
Female
17,069
Married
null
Bachelor's
Self-Employed
10.037151
Rural
Basic
2
9
null
7
2022-06-10 15:21:39.176717
Good
Yes
Daily
House
2,810
1,190,884
27
Female
88,592
Single
0
High School
Unemployed
13.542129
Urban
Basic
3
11
595
4
2020-08-12 15:21:39.222387
null
No
Weekly
House
756
1,190,885
42
Female
37,664
Divorced
0
Master's
Self-Employed
30.456668
Urban
Comprehensive
1
1
533
5
2022-05-10 15:21:39.265513
Average
Yes
Rarely
Apartment
276
1,190,886
48
Female
7,094
Single
4
Bachelor's
Employed
21.582626
Rural
Basic
1
19
549
4
2019-12-15 15:21:39.134960
Good
No
Monthly
Apartment
926
1,190,887
39
Female
null
null
2
Master's
null
51.680747
Urban
Premium
1
13
802
4
2022-12-28 15:21:39.201446
Good
No
Daily
Apartment
1,704
1,190,888
35
Male
49,842
Single
3
Bachelor's
null
11.540747
Urban
Premium
0
10
null
3
2022-12-03 15:21:39.171102
Good
No
Monthly
House
394
1,190,889
26
Male
3,170
Married
4
PhD
Unemployed
8.780905
Urban
Comprehensive
0
7
393
9
2021-04-04 15:21:39.216387
Poor
No
Monthly
Apartment
1,240
1,190,890
54
Male
283
Married
0
High School
null
33.643245
Rural
Basic
null
4
805
7
2021-04-14 15:21:39.108562
Good
Yes
Monthly
Apartment
1,021
1,190,891
35
Female
3,420
Single
2
High School
Self-Employed
null
Urban
Premium
0
4
749
3
2021-11-08 15:21:39.237118
Good
No
Rarely
House
1,479
1,190,892
48
Male
30,132
Single
1
Bachelor's
Unemployed
25.867211
Rural
Comprehensive
null
10
707
7
2021-09-02 15:21:39.186212
Good
No
Daily
Apartment
736
1,190,893
63
Male
35,048
Married
3
PhD
Unemployed
19.836133
Urban
Comprehensive
2
7
639
7
2022-02-07 15:21:39.151732
Good
Yes
Weekly
Condo
316
1,190,894
38
Male
25,602
Single
1
High School
Self-Employed
12.87213
Urban
Basic
1
8
null
8
2021-06-13 15:21:39.281787
Poor
No
Monthly
Condo
2,222
1,190,895
64
Female
86,948
Divorced
3
Bachelor's
Self-Employed
25.858019
Rural
Basic
0
2
725
7
2023-08-27 15:21:39.194829
Good
Yes
Rarely
Apartment
169
1,190,896
33
Female
136,588
Divorced
1
High School
Employed
44.848787
Suburban
Comprehensive
null
4
null
3
2021-07-29 15:21:39.266452
Average
No
Weekly
House
49
1,190,897
35
Female
null
Divorced
1
Bachelor's
Self-Employed
25.539136
Urban
Premium
1
1
785
1
2021-10-24 15:21:39.155231
Good
No
Rarely
House
371
1,190,898
53
Male
31,482
Divorced
3
PhD
Employed
22.309636
Rural
Comprehensive
1
16
553
3
2021-11-24 15:21:39.286113
Poor
No
Rarely
House
923
1,190,899
49
Male
11,994
Divorced
0
Master's
Employed
5.726783
Suburban
Basic
null
17
725
3
2019-09-05 15:21:39.244069
Poor
Yes
Daily
Condo
439