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
1,191,800
43
Male
44,251
Divorced
null
Bachelor's
null
49.063527
Suburban
Basic
2
12
477
3
2023-02-18 15:21:39.223390
Poor
No
Weekly
Apartment
1,697
1,191,801
30
Male
6,747
Married
4
Bachelor's
Unemployed
3.91366
Rural
Comprehensive
null
13
811
4
2021-03-01 15:21:39.134960
Average
No
Monthly
House
1,055
1,191,802
32
Female
2,445
Divorced
0
High School
null
40.827391
Suburban
Comprehensive
2
2
null
6
2021-10-22 15:21:39.134960
Poor
No
Rarely
Apartment
1,622
1,191,803
36
Male
16,275
Single
4
Master's
Unemployed
27.449214
Suburban
Premium
null
1
529
1
2022-05-07 15:21:39.226954
null
No
Monthly
Condo
603
1,191,804
21
Male
47,957
Married
0
Master's
null
33.078284
Suburban
Comprehensive
null
19
728
9
2021-09-11 15:21:39.257696
null
No
Rarely
House
2,476
1,191,805
18
Female
6,093
Single
4
Bachelor's
null
10.859166
Urban
Basic
null
14
532
3
2022-11-18 15:21:39.208842
Average
Yes
Daily
Apartment
603
1,191,806
21
Female
12,690
Married
0
Master's
null
35.783566
Rural
Premium
0
9
722
8
2021-09-11 15:21:39.237118
Poor
No
Rarely
Condo
574
1,191,807
62
Male
null
Divorced
null
Bachelor's
null
28.874275
Rural
Comprehensive
0
9
767
6
2023-09-02 15:21:39.173834
Good
Yes
Rarely
House
311
1,191,808
54
Male
28,215
Single
0
High School
Self-Employed
37.991515
Suburban
Premium
1
17
791
9
2020-10-02 15:21:39.281787
null
Yes
Rarely
Condo
903
1,191,809
42
Male
12,096
Divorced
1
High School
null
31.410316
Suburban
Premium
1
0
798
8
2019-08-30 15:21:39.204790
Average
No
Weekly
Condo
2,310
1,191,810
21
Male
2,861
null
2
Master's
null
41.803056
Rural
Comprehensive
null
11
705
1
2021-10-27 15:21:39.170099
Poor
No
Monthly
Apartment
1,205
1,191,811
64
Male
14,984
Single
1
PhD
Employed
43.841387
Urban
Comprehensive
null
15
568
9
2023-06-08 15:21:39.212862
Good
Yes
Rarely
House
478
1,191,812
25
Male
4,884
Married
null
High School
Employed
17.39857
Suburban
Comprehensive
2
19
602
6
2022-11-04 15:21:39.133866
Average
No
Weekly
House
656
1,191,813
36
Male
26,685
Single
3
Bachelor's
Unemployed
32.28784
Rural
Comprehensive
0
5
null
2
2020-03-30 15:21:39.134960
Average
No
Weekly
Condo
688
1,191,814
34
Female
7,859
Single
null
PhD
Self-Employed
22.574034
Urban
Basic
null
4
466
8
2022-01-10 15:21:39.112553
Good
No
Daily
Apartment
3,244
1,191,815
22
Male
31,076
Married
0
Master's
Self-Employed
24.576316
Suburban
Premium
1
14
711
9
2022-01-11 15:21:39.179186
Poor
No
Rarely
House
95
1,191,816
35
Male
39,079
Divorced
1
Master's
Self-Employed
36.739513
Suburban
Premium
0
11
567
3
2021-07-17 15:21:39.193945
Poor
Yes
Monthly
Apartment
24
1,191,817
47
Female
27,943
Married
4
Bachelor's
Employed
12.453233
Rural
Comprehensive
1
1
529
6
2021-06-05 15:21:39.171102
Poor
Yes
Monthly
Condo
279
1,191,818
19
Male
39,079
Single
4
High School
Self-Employed
14.918872
Urban
Premium
0
6
788
6
2020-11-04 15:21:39.155231
Poor
No
Rarely
House
788
1,191,819
31
Female
65,961
Single
3
Bachelor's
Self-Employed
22.955752
Suburban
Premium
null
19
738
6
2023-09-08 15:21:39.134960
Average
No
Daily
Condo
382
1,191,820
42
Female
62,334
Divorced
4
Master's
Unemployed
8.966335
Urban
Basic
1
14
392
2
2024-05-12 15:21:39.254678
Poor
Yes
Rarely
Apartment
964
1,191,821
32
Female
20,982
Married
4
PhD
Unemployed
9.26322
Rural
Comprehensive
1
14
621
7
2020-08-29 15:21:39.134960
Good
Yes
Weekly
Apartment
236
1,191,822
56
Female
25,003
Single
4
Bachelor's
Unemployed
null
Rural
Premium
2
7
null
5
2020-05-09 15:21:39.134960
Average
Yes
Daily
House
1,599
1,191,823
48
Female
4,091
Divorced
4
Bachelor's
Self-Employed
14.886795
Rural
Premium
1
12
null
1
2022-11-21 15:21:39.151732
Poor
Yes
Daily
Apartment
3,136
1,191,824
44
Male
55,728
Married
3
Master's
null
32.796035
Rural
Premium
null
4
421
8
2020-01-28 15:21:39.092127
Good
Yes
Rarely
House
391
1,191,825
19
Female
4,984
Divorced
null
High School
Employed
12.715393
Urban
Basic
0
5
788
2
2019-09-01 15:21:39.134960
Poor
Yes
Monthly
House
476
1,191,826
54
Male
26,296
Single
4
High School
Unemployed
35.691245
Urban
Basic
null
3
575
2
2022-05-13 15:21:39.282785
Average
No
Daily
Condo
648
1,191,827
48
Female
819
Single
null
High School
Self-Employed
23.819196
Suburban
Basic
1
15
627
5
2024-08-04 15:21:39.129190
null
No
Daily
Apartment
2,523
1,191,828
52
Female
14,058
Divorced
0
Master's
Self-Employed
41.039126
Urban
Basic
0
11
745
5
2022-08-01 15:21:39.155231
Good
No
Daily
House
746
1,191,829
48
Female
1,477
Married
4
Master's
null
32.343527
Urban
Basic
2
11
730
7
2023-06-22 15:21:39.104139
Average
Yes
Rarely
Condo
589
1,191,830
64
Female
5,161
Divorced
3
Master's
null
20.817357
Rural
Basic
1
12
395
5
2023-06-14 15:21:39.147735
Good
No
Daily
Apartment
1,931
1,191,831
60
Male
121,603
Married
1
PhD
null
49.363637
Suburban
Comprehensive
2
12
473
7
2024-07-13 15:21:39.173834
Good
Yes
Daily
House
1,392
1,191,832
51
Male
3,769
Married
2
Bachelor's
Employed
40.9072
Rural
Basic
2
11
478
7
2021-06-30 15:21:39.106582
Poor
No
Weekly
Apartment
220
1,191,833
56
Male
2,558
Single
0
Bachelor's
null
44.603367
Rural
Premium
0
10
463
6
2019-09-22 15:21:39.237118
Poor
Yes
Rarely
House
1,225
1,191,834
58
Male
5,082
Divorced
4
Master's
null
24.202325
Suburban
Basic
null
1
null
5
2020-01-29 15:21:39.155231
Average
Yes
Monthly
Condo
381
1,191,835
null
Male
11,289
Single
3
Bachelor's
null
39.717807
Rural
Basic
0
3
723
5
2022-12-29 15:21:39.191219
Average
Yes
Rarely
Apartment
1,219
1,191,836
57
Female
55,121
Married
2
Master's
Employed
27.098316
Rural
Premium
null
6
462
1
2022-10-05 15:21:39.134960
Good
Yes
Daily
House
2,382
1,191,837
46
Female
9,072
Divorced
1
High School
Unemployed
10.359331
Urban
Comprehensive
null
15
753
4
2021-07-14 15:21:39.253660
Average
No
Daily
Apartment
1,430
1,191,838
49
Male
45,021
Married
3
PhD
Employed
18.127427
Rural
Basic
null
6
664
9
2022-09-14 15:21:39.252145
Average
No
Monthly
Condo
2,785
1,191,839
34
Male
6,091
Single
4
High School
null
26.818843
Rural
Premium
0
18
513
5
2024-08-09 15:21:39.170099
Average
No
Weekly
House
596
1,191,840
38
Male
8,266
Single
0
PhD
Self-Employed
34.535821
Urban
Comprehensive
0
16
616
2
2023-05-27 15:21:39.194829
Average
No
Rarely
House
111
1,191,841
41
Male
84,024
Married
0
Master's
Self-Employed
26.769132
Suburban
Premium
0
11
417
1
2022-04-18 15:21:39.149731
Average
No
Daily
Condo
126
1,191,842
33
Female
28,886
Married
2
Bachelor's
null
19.307938
Suburban
Comprehensive
null
18
null
3
2022-11-11 15:21:39.149731
Average
No
Rarely
House
214
1,191,843
56
Male
21,942
Single
0
High School
Employed
36.567386
Suburban
Basic
null
2
328
8
2021-10-03 15:21:39.228521
Poor
Yes
Rarely
Condo
2,224
1,191,844
25
Male
6,940
Married
2
Bachelor's
null
37.653044
Suburban
Basic
1
6
516
2
2022-04-09 15:21:39.237118
Good
Yes
Daily
Condo
596
1,191,845
41
Female
13,102
Divorced
2
Master's
Self-Employed
8.394888
Urban
Comprehensive
1
16
634
5
2023-03-22 15:21:39.123711
Good
Yes
Rarely
Apartment
1,613
1,191,846
30
Female
37,517
Married
3
Master's
null
36.844232
Urban
Comprehensive
null
17
772
3
2023-02-17 15:21:39.134960
Poor
Yes
Monthly
House
816
1,191,847
57
Male
1,639
Married
4
High School
Unemployed
50.846261
Urban
Basic
1
19
469
3
2022-09-02 15:21:39.134960
Average
No
Monthly
House
1,287
1,191,848
58
Male
61,348
Single
4
Bachelor's
Self-Employed
9.508976
Urban
Premium
0
7
388
1
2020-10-11 15:21:39.130190
Average
Yes
Rarely
Apartment
716
1,191,849
45
Male
null
Divorced
0
High School
Unemployed
27.879657
Rural
Comprehensive
null
14
685
2
2022-04-21 15:21:39.208842
Good
Yes
Weekly
Condo
110
1,191,850
24
Male
65,775
Married
0
Bachelor's
null
29.843409
Suburban
Comprehensive
1
18
683
1
2022-08-15 15:21:39.134960
Good
No
Monthly
Apartment
269
1,191,851
null
Female
9,411
Single
4
Bachelor's
Self-Employed
29.940064
Suburban
Basic
null
15
768
4
2023-12-03 15:21:39.155231
Good
No
Rarely
Apartment
966
1,191,852
21
Female
null
Married
0
High School
Self-Employed
33.534352
Urban
Premium
0
9
363
1
2020-09-17 15:21:39.108562
Good
No
Rarely
Apartment
402
1,191,853
42
Male
27,961
Married
3
High School
Unemployed
null
Urban
Premium
null
14
612
3
2024-01-05 15:21:39.155231
Average
Yes
Daily
House
710
1,191,854
21
Female
45,346
Single
1
PhD
Self-Employed
47.671988
Urban
Basic
0
14
704
8
2019-09-23 15:21:39.237118
Average
Yes
Rarely
House
1,121
1,191,855
48
Male
70,543
Single
null
Master's
Self-Employed
13.654301
Rural
Premium
1
18
456
3
2023-02-15 15:21:39.092127
Good
No
Weekly
House
3,022
1,191,856
42
Female
32,444
Divorced
4
Bachelor's
Self-Employed
42.853919
Suburban
Premium
null
8
415
5
2021-03-12 15:21:39.259788
null
No
Weekly
House
4,377
1,191,857
37
Male
20,954
Divorced
0
Master's
Unemployed
null
Suburban
Comprehensive
1
19
751
2
2023-01-13 15:21:39.290098
Poor
Yes
Weekly
Condo
664
1,191,858
30
Male
23,451
Single
1
Master's
Unemployed
35.835244
Urban
Comprehensive
null
18
774
5
2020-11-13 15:21:39.126661
Good
No
Weekly
Apartment
906
1,191,859
48
Male
1,365
Single
null
High School
null
41.939767
Urban
Basic
1
11
506
9
2024-03-14 15:21:39.170099
Average
No
Rarely
Apartment
521
1,191,860
21
Male
1,540
Married
4
Bachelor's
null
30.774092
Suburban
Basic
1
14
509
4
2023-10-09 15:21:39.114118
Good
No
Weekly
Condo
955
1,191,861
58
Female
69,781
Single
4
PhD
Unemployed
19.890343
Urban
Premium
1
0
371
4
2020-04-21 15:21:39.276901
Average
Yes
Rarely
House
662
1,191,862
49
Female
998
Married
null
Master's
Self-Employed
null
Suburban
Premium
0
15
null
9
2021-06-19 15:21:39.120168
Average
Yes
Weekly
House
584
1,191,863
55
Female
26
Divorced
3
PhD
Unemployed
17.584777
Urban
Basic
1
7
null
1
2021-08-24 15:21:39.105192
Average
No
Daily
Apartment
193
1,191,864
18
Male
17,992
Married
2
PhD
Unemployed
36.643618
Urban
Premium
null
15
815
5
2023-12-05 15:21:39.083497
Poor
No
Rarely
Apartment
1,755
1,191,865
63
Female
30,981
Single
2
Master's
Employed
43.573639
Suburban
Comprehensive
2
0
809
8
2020-06-16 15:21:39.105504
Good
No
Rarely
House
1,154
1,191,866
27
Female
28,886
Divorced
1
PhD
Unemployed
34.86851
Suburban
Premium
1
2
576
4
2020-07-31 15:21:39.207847
Good
Yes
Weekly
Condo
904
1,191,867
52
Female
13,418
Single
null
Bachelor's
Employed
21.172892
Rural
Basic
3
6
587
8
2023-03-13 15:21:39.125660
Good
Yes
Weekly
Condo
487
1,191,868
59
Male
73,843
Single
0
Master's
null
49.408545
Rural
Premium
3
1
551
4
2023-04-12 15:21:39.237118
Poor
No
Weekly
Condo
23
1,191,869
63
Female
null
Married
1
Master's
null
19.812996
Rural
Comprehensive
1
5
310
2
2023-03-31 15:21:39.083497
Good
Yes
Weekly
House
119
1,191,870
50
Male
36,060
Divorced
4
Bachelor's
Unemployed
29.055015
Suburban
Comprehensive
2
8
642
5
2022-10-26 15:21:39.134960
Good
Yes
Weekly
House
586
1,191,871
23
Female
35,406
Single
2
Master's
Employed
23.744883
Urban
Basic
null
17
371
8
2019-09-09 15:21:39.155231
Good
No
Rarely
House
605
1,191,872
36
Male
55,842
Divorced
1
Bachelor's
Unemployed
22.716793
Suburban
Basic
null
5
373
7
2020-04-03 15:21:39.274993
Average
Yes
Daily
House
1,161
1,191,873
21
Male
54,781
Single
4
Master's
Self-Employed
10.374907
Rural
Comprehensive
null
16
661
9
2023-08-18 15:21:39.155231
null
No
Weekly
Apartment
3,421
1,191,874
63
Female
68,855
Divorced
0
PhD
null
42.632609
Suburban
Comprehensive
2
9
456
9
2019-12-29 15:21:39.134960
Poor
No
Daily
Condo
582
1,191,875
44
Male
73,518
Divorced
2
PhD
null
13.410911
Urban
Basic
2
0
null
3
2019-10-16 15:21:39.117183
Good
Yes
Daily
Condo
2,803
1,191,876
36
Male
30,372
Single
0
Bachelor's
Unemployed
50.529468
Urban
Basic
0
19
814
2
2023-05-13 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,936
1,191,877
55
Male
28,991
Married
3
PhD
null
35.934826
Rural
Basic
null
0
598
8
2019-11-09 15:21:39.134960
Poor
Yes
Rarely
House
1,069
1,191,878
40
Female
110,651
Divorced
null
Bachelor's
Self-Employed
35.93871
Urban
Comprehensive
0
1
334
2
2020-02-20 15:21:39.237118
Good
No
Monthly
Condo
1,136
1,191,879
34
Female
24,046
Married
4
Master's
Unemployed
25.696505
Suburban
Basic
1
18
380
3
2023-08-25 15:21:39.084065
Average
Yes
Daily
Condo
26
1,191,880
41
Male
28,587
Divorced
3
High School
Unemployed
41.272962
Rural
Comprehensive
1
9
790
4
2021-09-13 15:21:39.191219
Poor
No
Monthly
House
391
1,191,881
31
Female
null
Single
4
High School
null
20.814168
Urban
Comprehensive
1
7
419
1
2020-08-15 15:21:39.134960
Good
No
Monthly
Condo
884
1,191,882
42
Male
43,064
Married
1
High School
Employed
7.151739
Urban
Premium
null
3
649
3
2024-02-12 15:21:39.236064
Poor
No
Rarely
Condo
430
1,191,883
33
Male
14,084
Divorced
2
High School
null
26.914457
Suburban
Basic
0
1
787
8
2021-03-29 15:21:39.168099
Good
No
Daily
Condo
638
1,191,884
23
Male
27,604
Married
2
PhD
Employed
23.738778
Rural
Comprehensive
3
19
346
8
2023-01-02 15:21:39.134960
Good
Yes
Weekly
Apartment
694
1,191,885
31
Male
45,149
Married
4
Master's
null
28.880168
Suburban
Premium
1
2
767
8
2021-05-12 15:21:39.134960
Poor
Yes
Daily
Condo
1,377
1,191,886
42
Male
126,972
Single
2
High School
Self-Employed
16.262576
Urban
Premium
2
1
694
5
2021-03-14 15:21:39.131192
Poor
No
Rarely
Condo
2,122
1,191,887
30
Male
38,453
Married
4
High School
null
13.543174
Rural
Comprehensive
null
16
766
3
2024-07-06 15:21:39.081504
Average
Yes
Weekly
House
883
1,191,888
26
Male
112,894
Divorced
2
Bachelor's
Unemployed
16.958985
Rural
Comprehensive
1
2
null
8
2023-03-31 15:21:39.282785
Poor
No
Weekly
House
273
1,191,889
21
Female
4,058
null
null
PhD
null
13.685858
Urban
Premium
null
16
361
7
2020-07-02 15:21:39.173834
Good
Yes
Monthly
Apartment
587
1,191,890
59
Female
7,982
Divorced
3
Bachelor's
Self-Employed
24.849285
Rural
Comprehensive
3
10
693
8
2022-08-11 15:21:39.093681
Good
Yes
Weekly
House
1,448
1,191,891
23
Male
89,840
Married
3
High School
Self-Employed
27.636877
Suburban
Basic
null
1
337
2
2021-05-16 15:21:39.155231
Average
Yes
Weekly
Condo
467
1,191,892
57
Male
2,802
Divorced
4
Bachelor's
Self-Employed
31.27982
Suburban
Premium
2
17
null
3
2021-07-06 15:21:39.092127
null
Yes
Daily
Condo
1,595
1,191,893
26
Female
26,776
Divorced
null
Bachelor's
Self-Employed
31.849291
Urban
Comprehensive
1
19
430
9
2019-11-07 15:21:39.201446
Poor
Yes
Weekly
Condo
647
1,191,894
62
Female
62
Married
1
PhD
null
26.090068
Suburban
Basic
0
6
587
2
2023-08-30 15:21:39.254678
Good
Yes
Weekly
House
397
1,191,895
36
Female
35,682
Married
1
Master's
Self-Employed
28.774525
Suburban
Basic
null
8
757
3
2021-09-03 15:21:39.132191
Good
Yes
Monthly
Apartment
766
1,191,896
18
Female
62,331
Divorced
0
Master's
Self-Employed
10.569551
Urban
Basic
2
13
null
8
2024-01-31 15:21:39.263607
Good
Yes
Daily
Apartment
2,053
1,191,897
63
Female
42,080
Married
4
Bachelor's
Employed
9.692057
Urban
Comprehensive
1
13
664
6
2023-08-22 15:21:39.084065
Average
No
Rarely
Condo
2,155
1,191,898
54
Male
612
Divorced
null
High School
Unemployed
5.87861
Rural
Premium
0
19
476
1
2020-12-19 15:21:39.155231
Average
Yes
Weekly
Apartment
1,263
1,191,899
64
Male
47,633
Married
3
High School
Unemployed
25.594858
Urban
Basic
0
13
357
1
2020-05-14 15:21:39.091080
Good
No
Monthly
House
1,033