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
10,800
61
Female
1,415
Single
1
High School
Employed
7.085833
Suburban
Premium
1
16
659
3
2021-04-27 15:21:39.175719
Average
No
Rarely
Apartment
122
10,801
19
Female
10,984
Divorced
0
Bachelor's
Self-Employed
21.640014
Urban
Comprehensive
0
15
682
6
2021-03-29 15:21:39.261856
Average
Yes
Daily
House
535
10,802
38
Female
22,994
Single
3
Bachelor's
Unemployed
19.824396
Suburban
Basic
null
12
595
7
2020-08-02 15:21:39.237118
Poor
No
Daily
Condo
2,001
10,803
52
Female
22,065
Single
null
Bachelor's
null
32.15999
Rural
Premium
null
3
723
4
2019-12-25 15:21:39.168099
Average
Yes
Daily
Apartment
433
10,804
38
Female
547
Married
4
Master's
Employed
18.383963
Suburban
Basic
null
8
562
6
2022-03-11 15:21:39.250151
Poor
Yes
Rarely
Condo
40
10,805
38
Female
823
Divorced
0
PhD
Unemployed
null
Urban
Basic
1
6
644
9
2021-07-23 15:21:39.134960
Poor
Yes
Rarely
Condo
762
10,806
41
Female
14,550
Married
2
Master's
Self-Employed
31.553855
Urban
Premium
2
4
746
7
2023-01-03 15:21:39.177724
null
No
Monthly
Apartment
111
10,807
62
Female
107,989
Married
4
PhD
Self-Employed
19.766589
Rural
Comprehensive
null
8
384
5
2024-05-06 15:21:39.236064
Average
Yes
Weekly
House
194
10,808
38
Female
31,004
Divorced
0
Master's
null
41.497516
Suburban
Comprehensive
2
9
586
3
2020-06-16 15:21:39.250151
Good
Yes
Monthly
Apartment
3,421
10,809
18
Male
51,916
Single
3
High School
null
14.756714
Urban
Comprehensive
1
15
351
7
2021-03-07 15:21:39.154008
Poor
No
Rarely
House
517
10,810
41
Female
38,480
Divorced
0
PhD
Unemployed
18.543992
Urban
Basic
null
1
678
6
2019-10-15 15:21:39.168099
Good
Yes
Weekly
Apartment
1,336
10,811
56
Male
114,794
Single
3
Bachelor's
Self-Employed
17.74796
Suburban
Comprehensive
3
14
311
1
2019-11-05 15:21:39.230483
Poor
No
Daily
Apartment
1,585
10,812
47
Female
2,094
Divorced
1
Master's
Unemployed
20.634831
Suburban
Premium
null
13
null
9
2024-03-20 15:21:39.155231
Average
No
Rarely
House
3,590
10,813
46
Male
44,779
Married
4
High School
Self-Employed
47.566451
Rural
Comprehensive
null
19
555
8
2024-07-16 15:21:39.149731
Poor
No
Daily
House
587
10,814
49
Female
11,582
Divorced
3
PhD
Self-Employed
19.29888
Suburban
Premium
0
8
757
9
2021-11-17 15:21:39.201446
Average
Yes
Weekly
Apartment
614
10,815
22
Male
28,332
Single
null
High School
Unemployed
38.922601
Suburban
Basic
2
19
571
2
2023-08-07 15:21:39.150730
Poor
No
Rarely
Condo
821
10,816
38
Female
10,196
Single
1
Master's
Employed
8.633988
Rural
Premium
1
11
493
4
2024-05-31 15:21:39.279729
Good
No
Daily
Condo
2,064
10,817
18
Male
6,841
Divorced
1
PhD
null
22.716408
Suburban
Basic
1
8
364
5
2021-08-14 15:21:39.253660
Good
No
Rarely
Apartment
517
10,818
26
Male
11,514
Divorced
0
Master's
null
39.751428
Suburban
Comprehensive
1
9
841
7
2021-06-08 15:21:39.228521
Average
No
Daily
Apartment
1,117
10,819
31
Female
61,362
Single
3
Master's
null
41.661499
Rural
Comprehensive
2
0
327
2
2021-02-18 15:21:39.145732
Good
No
Monthly
Apartment
38
10,820
61
Female
23,324
Divorced
4
PhD
Self-Employed
16.619112
Rural
Premium
null
4
694
4
2020-06-11 15:21:39.230483
Good
No
Daily
Apartment
365
10,821
21
Male
18,223
Single
0
High School
Unemployed
13.709625
Suburban
Basic
null
9
791
1
2023-02-21 15:21:39.192212
Good
No
Monthly
House
1,058
10,822
19
Male
null
Married
3
PhD
null
51.824956
Suburban
Premium
1
10
674
6
2020-10-25 15:21:39.126661
null
No
Daily
House
827
10,823
38
Female
2,824
Divorced
2
PhD
Employed
44.37853
Rural
Basic
2
8
543
3
2022-09-13 15:21:39.253660
Poor
Yes
Rarely
House
699
10,824
34
Female
17,107
Divorced
4
Master's
Employed
null
Suburban
Basic
null
0
573
9
2020-06-24 15:21:39.173834
Average
Yes
Rarely
Condo
1,411
10,825
62
Male
36,325
Divorced
0
Master's
null
9.918265
Suburban
Comprehensive
0
17
578
3
2019-11-08 15:21:39.113566
Poor
No
Weekly
House
1,092
10,826
45
Male
43,850
Divorced
1
PhD
Self-Employed
12.984964
Rural
Comprehensive
null
3
772
5
2020-08-03 15:21:39.155231
Good
No
Monthly
Apartment
556
10,827
26
Female
17,891
Single
2
Bachelor's
Self-Employed
22.881895
Rural
Premium
1
15
null
3
2020-01-13 15:21:39.133866
Good
No
Monthly
Apartment
561
10,828
56
Female
28,413
Divorced
0
Master's
Employed
5.670948
Rural
Basic
null
10
620
1
2024-07-16 15:21:39.215386
Average
Yes
Weekly
Condo
849
10,829
45
Female
null
Single
0
Bachelor's
Unemployed
25.387329
Urban
Comprehensive
1
12
373
9
2020-05-30 15:21:39.155231
Average
No
Monthly
Condo
822
10,830
41
Female
18,074
Divorced
4
Master's
Unemployed
17.566269
Urban
Premium
0
7
778
9
2019-10-14 15:21:39.143708
Good
No
Rarely
Condo
551
10,831
60
Female
464
null
null
Bachelor's
Employed
21.686817
Urban
Basic
4
8
782
6
2024-02-28 15:21:39.220389
Average
No
Rarely
House
1,165
10,832
50
Female
46,435
Married
4
Master's
Self-Employed
35.830416
Suburban
Basic
null
17
748
7
2021-12-08 15:21:39.134960
Good
No
Daily
House
391
10,833
37
Male
105,120
Married
4
Master's
Self-Employed
18.766317
Rural
Premium
null
5
704
9
2021-01-28 15:21:39.213373
Poor
Yes
Weekly
House
105
10,834
38
Male
27,146
Divorced
3
Master's
Employed
44.297777
Rural
Premium
0
7
302
8
2021-03-24 15:21:39.269494
Average
No
Rarely
Condo
643
10,835
39
Male
909
Divorced
0
High School
Unemployed
24.354749
Suburban
Basic
null
17
839
4
2020-12-11 15:21:39.134960
Poor
No
Weekly
Apartment
1,985
10,836
43
Male
16,862
Married
4
High School
Self-Employed
21.790167
Rural
Comprehensive
0
17
509
2
2020-02-12 15:21:39.155231
Poor
No
Weekly
Apartment
1,107
10,837
59
Female
1,170
Single
3
PhD
Self-Employed
42.272135
Urban
Basic
null
7
null
4
2021-08-03 15:21:39.217387
Poor
No
Monthly
Condo
2,661
10,838
64
Female
9,809
Married
2
Bachelor's
Unemployed
32.084558
Suburban
Basic
0
10
591
4
2019-10-05 15:21:39.257696
Average
No
Daily
Apartment
1,348
10,839
26
Female
14,059
Single
4
Master's
Employed
36.011982
Suburban
Basic
0
1
827
5
2024-05-03 15:21:39.247098
Average
Yes
Monthly
House
1,022
10,840
38
Male
23,584
Divorced
1
PhD
Unemployed
32.141425
Suburban
Premium
null
1
823
3
2021-11-02 15:21:39.245086
null
Yes
Daily
Apartment
1,482
10,841
39
Male
2,965
Married
2
PhD
Employed
28.685984
Rural
Comprehensive
0
17
431
9
2022-09-03 15:21:39.192212
Poor
No
Rarely
Apartment
629
10,842
19
Male
11,970
Divorced
0
High School
Employed
15.05139
Rural
Premium
1
14
622
3
2022-04-03 15:21:39.082499
Poor
No
Rarely
Apartment
1,251
10,843
46
Male
15,585
Married
null
High School
Unemployed
27.784849
Rural
Comprehensive
2
2
658
4
2022-12-25 15:21:39.155231
Average
No
Daily
House
1,049
10,844
31
Female
2,889
Divorced
null
PhD
null
14.752011
Rural
Premium
null
15
575
9
2021-07-17 15:21:39.187211
Average
Yes
Daily
Apartment
244
10,845
36
Female
null
Married
4
High School
Employed
45.724584
Suburban
Comprehensive
2
15
522
5
2024-04-16 15:21:39.278402
Average
No
Rarely
Condo
300
10,846
42
Female
61,364
Married
null
Bachelor's
Unemployed
13.68797
Rural
Premium
0
14
null
2
2021-09-10 15:21:39.237118
Poor
Yes
Weekly
Apartment
279
10,847
37
Female
71,057
Married
null
High School
Employed
45.182811
Suburban
Basic
0
12
323
3
2024-03-14 15:21:39.126661
Good
Yes
Weekly
House
2,174
10,848
51
Female
49
Married
1
High School
null
48.567256
Urban
Comprehensive
0
7
821
1
2021-05-28 15:21:39.155231
Average
No
Monthly
House
1,416
10,849
22
Male
76,490
Single
2
Bachelor's
null
12.097372
Suburban
Comprehensive
2
19
529
4
2023-07-21 15:21:39.096739
Poor
Yes
Monthly
Condo
2,031
10,850
53
Female
52,630
null
2
PhD
Employed
18.739336
Suburban
Comprehensive
1
4
548
4
2022-06-03 15:21:39.145732
null
Yes
Daily
House
924
10,851
18
Female
35,123
Married
1
High School
null
6.928379
Urban
Basic
1
18
312
8
2023-07-01 15:21:39.230483
Good
No
Weekly
Apartment
1,301
10,852
50
Male
18,627
Married
4
Master's
null
3.484467
Suburban
Premium
1
5
458
7
2022-02-08 15:21:39.256696
Good
No
Rarely
Apartment
903
10,853
64
Female
51,473
Single
4
Master's
Unemployed
15.128645
Rural
Basic
4
8
745
8
2022-08-11 15:21:39.088124
Good
No
Weekly
House
397
10,854
27
Female
515
Married
0
Master's
Self-Employed
18.403757
Rural
Premium
null
12
788
2
2024-06-26 15:21:39.151732
null
Yes
Daily
Condo
589
10,855
30
Male
7,239
Single
0
Bachelor's
Unemployed
13.738331
Suburban
Basic
1
3
556
1
2021-04-23 15:21:39.237118
Poor
Yes
Weekly
House
2,108
10,856
48
Female
4,088
Married
3
PhD
Employed
34.246698
Urban
Basic
2
15
484
8
2022-01-31 15:21:39.155231
Average
No
Rarely
House
1,194
10,857
39
Female
38
Divorced
2
Master's
null
null
Urban
Comprehensive
2
15
592
1
2019-10-13 15:21:39.173834
Poor
No
Daily
Condo
992
10,858
45
Female
16,707
Married
3
High School
null
34.925314
Rural
Comprehensive
null
18
818
6
2020-02-21 15:21:39.210805
Average
Yes
Rarely
House
1,213
10,859
29
Male
5,907
Divorced
4
High School
null
18.242234
Urban
Comprehensive
null
6
823
4
2023-05-27 15:21:39.283783
null
Yes
Weekly
Condo
852
10,860
32
Male
5,958
Divorced
3
PhD
Self-Employed
33.790807
Suburban
Premium
1
0
639
2
2023-11-03 15:21:39.278402
Good
Yes
Weekly
House
454
10,861
27
Male
6,435
Single
3
High School
null
47.115835
Rural
Basic
null
14
769
1
2022-06-10 15:21:39.272456
Average
Yes
Monthly
Apartment
562
10,862
20
Male
45,829
Married
null
High School
null
50.999402
Suburban
Comprehensive
0
0
null
9
2023-11-30 15:21:39.094752
Good
No
Weekly
Condo
680
10,863
51
Male
27,863
Single
4
High School
null
39.097605
Suburban
Premium
0
7
null
8
2022-12-12 15:21:39.134960
Poor
Yes
Rarely
House
603
10,864
47
Female
12,079
Married
1
Bachelor's
Employed
34.377833
Suburban
Premium
0
7
759
4
2022-07-11 15:21:39.259788
Good
Yes
Monthly
House
715
10,865
63
Female
null
Divorced
4
High School
Unemployed
38.703489
Suburban
Basic
null
11
404
5
2020-04-20 15:21:39.210805
Average
Yes
Rarely
House
2,748
10,866
18
Female
12,095
Single
0
Bachelor's
null
19.452612
Rural
Comprehensive
1
1
519
8
2024-03-09 15:21:39.237118
Poor
Yes
Monthly
House
1,608
10,867
22
Male
10,081
Single
2
PhD
Unemployed
26.651424
Rural
Comprehensive
1
13
802
7
2022-03-24 15:21:39.225916
Poor
Yes
Daily
House
1,564
10,868
54
Female
46,167
Married
3
Master's
null
35.726623
Urban
Basic
null
3
null
6
2020-06-27 15:21:39.173834
Good
No
Weekly
Apartment
1,068
10,869
43
Female
20,323
Married
4
Master's
null
19.44293
Rural
Premium
0
4
408
9
2020-10-26 15:21:39.123711
Good
Yes
Rarely
Condo
1,193
10,870
22
Male
45,318
Divorced
null
PhD
null
24.04796
Urban
Comprehensive
1
1
779
8
2024-04-20 15:21:39.260856
Good
Yes
Weekly
Condo
496
10,871
36
Female
35,455
Divorced
2
PhD
null
16.966671
Urban
Comprehensive
1
9
686
4
2022-07-09 15:21:39.102694
Average
No
Monthly
Apartment
824
10,872
32
Male
64,877
Divorced
2
PhD
Unemployed
23.724903
Urban
Premium
2
4
451
8
2022-11-27 15:21:39.134960
Average
No
Monthly
Apartment
363
10,873
31
Male
39
Single
0
PhD
Unemployed
14.619589
Suburban
Comprehensive
null
15
571
5
2020-03-13 15:21:39.231531
Average
Yes
Monthly
Apartment
1,133
10,874
32
Female
34,179
Divorced
4
High School
Self-Employed
26.958463
Urban
Comprehensive
null
7
790
6
2021-10-01 15:21:39.154008
Poor
No
Monthly
House
1,776
10,875
40
Male
3,495
Divorced
2
PhD
Self-Employed
15.120401
Suburban
Comprehensive
0
3
381
3
2023-08-29 15:21:39.261856
Average
Yes
Rarely
Apartment
557
10,876
58
Female
7,086
Married
4
Bachelor's
Employed
26.782618
Rural
Basic
1
16
494
1
2024-06-24 15:21:39.125660
Average
No
Weekly
Apartment
97
10,877
43
Female
140,450
Married
null
High School
Self-Employed
40.834381
Rural
Comprehensive
0
9
381
5
2021-02-26 15:21:39.170099
Poor
No
Rarely
Condo
3,072
10,878
35
Male
23,108
Divorced
1
High School
Employed
25.087701
Urban
Premium
0
15
616
3
2021-01-12 15:21:39.134960
Good
Yes
Daily
House
1,330
10,879
53
Male
27,894
Single
4
Bachelor's
null
null
Rural
Comprehensive
0
16
805
2
2021-12-08 15:21:39.134960
Poor
No
Monthly
Condo
535
10,880
58
Male
6,051
Divorced
2
PhD
Employed
21.414961
Urban
Basic
1
13
583
3
2023-09-21 15:21:39.134960
Good
No
Daily
Apartment
1,290
10,881
25
Female
43,660
Married
4
High School
null
12.28885
Rural
Comprehensive
null
18
435
6
2019-09-09 15:21:39.256696
Poor
Yes
Rarely
House
695
10,882
22
Female
24,337
Married
2
Master's
null
34.824414
Urban
Basic
0
16
673
3
2022-05-28 15:21:39.094752
Good
No
Daily
Apartment
844
10,883
34
Female
40,521
Divorced
1
Master's
Unemployed
30.172982
Suburban
Premium
null
15
null
4
2022-04-29 15:21:39.091080
Good
Yes
Daily
Condo
725
10,884
59
Female
19,443
Married
null
Bachelor's
Unemployed
26.181312
Urban
Premium
null
19
454
5
2020-09-04 15:21:39.268507
Good
No
Weekly
Condo
1,559
10,885
53
Female
70,970
Single
2
Bachelor's
Employed
25.908896
Rural
Premium
1
2
415
1
2022-09-24 15:21:39.134960
null
No
Rarely
House
2,849
10,886
36
Female
null
Single
0
Bachelor's
null
51.895666
Rural
Basic
3
15
617
7
2022-06-02 15:21:39.197445
Poor
No
Monthly
Condo
1,708
10,887
35
Male
39,076
Single
3
PhD
Employed
22.84544
Rural
Premium
0
15
677
2
2021-08-09 15:21:39.260856
Average
No
Monthly
Apartment
2,554
10,888
19
Male
4,710
Single
4
High School
null
21.726457
Rural
Premium
null
2
467
4
2021-04-16 15:21:39.095696
Poor
No
Weekly
Apartment
801
10,889
43
Female
28,112
Married
2
High School
null
33.5847
Suburban
Premium
1
13
595
6
2023-03-12 15:21:39.117183
Average
Yes
Monthly
Apartment
495
10,890
64
Female
107,786
Divorced
2
Master's
null
26.836582
Urban
Comprehensive
2
9
425
5
2022-05-25 15:21:39.082499
Average
Yes
Rarely
House
368
10,891
55
Female
26,752
Divorced
0
PhD
Self-Employed
23.794878
Urban
Premium
null
12
806
2
2022-05-19 15:21:39.283783
Good
No
Weekly
Apartment
485
10,892
61
Male
17,607
Married
4
PhD
Employed
26.136653
Rural
Premium
null
10
581
7
2022-08-23 15:21:39.155231
Good
No
Weekly
House
693
10,893
41
Female
1,592
Single
4
PhD
Unemployed
39.428855
Suburban
Basic
3
14
647
6
2023-12-23 15:21:39.087123
Average
No
Daily
Condo
1,755
10,894
55
Male
63,531
Married
1
High School
Employed
36.12994
Rural
Basic
1
12
832
6
2021-08-29 15:21:39.223390
Good
No
Rarely
House
311
10,895
38
Female
null
Divorced
3
PhD
null
41.734505
Rural
Basic
1
15
null
9
2020-09-29 15:21:39.171102
Average
No
Rarely
Apartment
181
10,896
24
Female
3,354
Married
0
PhD
Unemployed
18.382619
Rural
Premium
0
0
452
8
2023-04-06 15:21:39.198406
Poor
No
Monthly
Apartment
110
10,897
61
Female
6,966
Married
2
Master's
Unemployed
19.812694
Rural
Premium
2
12
478
1
2023-10-13 15:21:39.154008
Good
No
Monthly
Condo
276
10,898
59
Female
46,902
Single
3
Bachelor's
Employed
13.596568
Suburban
Comprehensive
null
5
591
5
2022-06-03 15:21:39.096739
Poor
Yes
Monthly
House
110
10,899
57
Female
5,958
Married
3
Master's
Self-Employed
33.788684
Urban
Comprehensive
0
9
574
5
2022-09-20 15:21:39.155231
Good
Yes
Weekly
Apartment
1,499