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
1,195,900
31
Male
74,061
Single
1
High School
null
27.858555
Urban
Premium
2
4
613
7
2022-10-06 15:21:39.082499
Average
No
Monthly
Condo
4,866
1,195,901
33
Male
394
Married
4
High School
Self-Employed
23.967943
Urban
Comprehensive
0
5
null
8
2020-02-26 15:21:39.090124
Poor
No
Rarely
Condo
834
1,195,902
41
Male
6,927
Divorced
3
PhD
Self-Employed
26.574165
Rural
Basic
0
16
788
5
2022-06-13 15:21:39.134960
Average
Yes
Monthly
Condo
431
1,195,903
45
Male
62,407
Single
1
PhD
Self-Employed
null
Urban
Premium
1
11
439
9
2021-02-07 15:21:39.134960
Good
No
Monthly
House
873
1,195,904
53
Male
null
Divorced
2
PhD
Unemployed
11.750147
Rural
Basic
0
7
328
6
2022-10-24 15:21:39.282785
Poor
No
Weekly
Condo
1,738
1,195,905
23
Male
18,096
Single
0
High School
Self-Employed
null
Rural
Comprehensive
1
8
787
2
2020-12-27 15:21:39.177724
Average
No
Rarely
Apartment
898
1,195,906
64
Male
5,937
Single
1
High School
Unemployed
36.649853
Suburban
Comprehensive
0
6
801
4
2022-03-08 15:21:39.111551
Average
Yes
Rarely
House
857
1,195,907
43
Male
13,024
Married
4
Master's
Unemployed
43.537612
Urban
Comprehensive
0
17
725
6
2021-11-05 15:21:39.155231
Average
No
Rarely
Apartment
614
1,195,908
29
Female
3,483
Married
4
High School
null
null
Urban
Comprehensive
1
6
613
6
2021-12-11 15:21:39.252145
Poor
No
Weekly
Apartment
656
1,195,909
63
Female
121,078
Married
1
Bachelor's
Self-Employed
32.744667
Suburban
Basic
null
18
587
5
2023-11-05 15:21:39.151732
Poor
Yes
Rarely
Apartment
100
1,195,910
43
Male
33,125
Single
2
High School
Unemployed
19.128001
Urban
Premium
1
17
592
2
2024-04-23 15:21:39.147735
Poor
No
Weekly
Condo
484
1,195,911
35
Male
64,797
Married
4
PhD
null
29.128968
Rural
Comprehensive
0
19
493
3
2024-07-13 15:21:39.237118
Good
Yes
Daily
Apartment
24
1,195,912
32
Male
27,447
Married
3
PhD
null
13.583306
Urban
Basic
0
3
648
9
2023-01-28 15:21:39.210805
Average
Yes
Daily
Apartment
907
1,195,913
23
Male
43,934
Married
3
PhD
Employed
24.564402
Urban
Comprehensive
1
0
543
3
2020-04-13 15:21:39.274993
Good
No
Rarely
Apartment
749
1,195,914
52
Male
23,401
Single
2
High School
null
36.722227
Suburban
Basic
1
17
665
3
2020-12-18 15:21:39.209847
Average
Yes
Weekly
Condo
1,839
1,195,915
53
Male
4,957
Divorced
1
PhD
null
12.865462
Rural
Basic
1
9
690
1
2022-12-02 15:21:39.130190
Poor
Yes
Weekly
Condo
380
1,195,916
24
Male
64,460
Single
2
PhD
Self-Employed
32.858642
Urban
Basic
1
5
445
1
2023-04-10 15:21:39.122134
Average
No
Daily
House
1,106
1,195,917
49
Female
12,814
Single
4
High School
Unemployed
29.41262
Urban
Basic
null
1
363
2
2024-03-08 15:21:39.257696
Poor
Yes
Rarely
House
2,169
1,195,918
34
Male
25,573
Single
3
Bachelor's
null
18.972132
Rural
Comprehensive
0
3
697
5
2020-01-24 15:21:39.144722
Average
No
Daily
Apartment
1,653
1,195,919
23
Male
2,912
Divorced
0
PhD
Employed
9.56723
Suburban
Basic
null
1
469
6
2022-06-10 15:21:39.155231
Poor
Yes
Monthly
House
2,134
1,195,920
31
Male
30,489
Married
0
High School
Unemployed
14.07835
Urban
Premium
1
9
597
7
2021-04-10 15:21:39.082499
Good
No
Daily
House
2,264
1,195,921
54
Female
null
Divorced
4
Master's
null
null
Rural
Premium
null
17
303
5
2022-11-12 15:21:39.169102
Good
Yes
Weekly
Apartment
1,072
1,195,922
59
Female
131,823
Divorced
2
High School
Self-Employed
null
Rural
Comprehensive
2
5
464
4
2023-03-30 15:21:39.221386
Poor
No
Weekly
Condo
925
1,195,923
59
Male
56,413
Married
null
Master's
Employed
25.620323
Suburban
Comprehensive
0
17
426
9
2021-04-17 15:21:39.175719
Poor
Yes
Weekly
House
2,874
1,195,924
37
Male
33,889
Single
2
Master's
Self-Employed
47.839156
Suburban
Comprehensive
null
5
677
7
2022-06-20 15:21:39.145732
Average
No
Monthly
House
1,027
1,195,925
50
Female
1,498
Divorced
1
PhD
Employed
null
Urban
Comprehensive
1
15
null
6
2021-05-17 15:21:39.219432
Average
Yes
Daily
Condo
1,204
1,195,926
37
Male
121,518
Single
2
High School
Employed
16.187825
Urban
Basic
1
14
387
9
2023-01-05 15:21:39.094752
Average
No
Monthly
House
591
1,195,927
41
Female
25,892
Married
4
High School
Employed
11.887029
Suburban
Basic
3
0
564
6
2019-10-10 15:21:39.202448
Good
Yes
Rarely
Condo
713
1,195,928
52
Male
16,801
Divorced
1
PhD
null
4.75298
Rural
Basic
1
16
524
8
2022-04-30 15:21:39.134960
Average
No
Monthly
House
471
1,195,929
36
Female
16,306
Divorced
3
Master's
Self-Employed
29.35972
Rural
Comprehensive
null
12
477
7
2020-06-14 15:21:39.150730
Good
No
Monthly
House
881
1,195,930
55
Male
43,440
Divorced
2
High School
Self-Employed
18.492994
Urban
Comprehensive
0
2
617
8
2022-02-16 15:21:39.237118
Good
No
Monthly
Apartment
2,160
1,195,931
null
Female
13,218
Divorced
1
PhD
Unemployed
37.049176
Rural
Premium
2
5
424
4
2020-03-30 15:21:39.189223
Good
No
Monthly
Apartment
933
1,195,932
44
Male
17,991
Divorced
0
PhD
Self-Employed
8.822268
Urban
Comprehensive
null
2
502
6
2022-05-17 15:21:39.155231
Average
No
Daily
Apartment
115
1,195,933
29
Female
53,697
Divorced
0
High School
null
33.922667
Rural
Basic
2
4
605
3
2022-03-16 15:21:39.094752
Good
No
Weekly
Condo
2,577
1,195,934
58
Male
1,448
Divorced
4
Master's
Self-Employed
14.419946
Rural
Comprehensive
null
17
527
7
2023-09-13 15:21:39.155231
Poor
Yes
Monthly
House
2,937
1,195,935
28
Female
20,672
Divorced
null
Master's
null
39.893079
Suburban
Premium
null
15
312
4
2020-11-25 15:21:39.081504
Poor
No
Rarely
House
1,251
1,195,936
22
Female
71,681
Married
0
High School
Self-Employed
12.52101
Urban
Comprehensive
1
18
383
3
2022-06-23 15:21:39.152732
Poor
No
Rarely
Condo
556
1,195,937
28
Female
779
Single
4
High School
Unemployed
27.967941
Rural
Premium
2
16
496
1
2021-07-24 15:21:39.283783
Poor
Yes
Monthly
House
535
1,195,938
49
Female
50,945
Married
0
High School
null
51.096476
Suburban
Premium
0
0
839
3
2022-11-14 15:21:39.155231
Good
Yes
Daily
Condo
48
1,195,939
49
Female
71,068
Divorced
3
Bachelor's
null
26.774158
Urban
Premium
null
0
691
8
2023-12-16 15:21:39.095696
Poor
No
Rarely
Apartment
133
1,195,940
28
Male
20,370
Divorced
2
High School
Self-Employed
28.958763
Rural
Premium
1
19
487
9
2020-12-20 15:21:39.172097
Good
Yes
Daily
Condo
884
1,195,941
36
Male
30,330
Married
1
PhD
Unemployed
14.724685
Suburban
Basic
2
13
844
8
2020-12-05 15:21:39.126661
Average
No
Rarely
House
3,857
1,195,942
29
Female
4,935
Married
2
High School
Self-Employed
34.452022
Suburban
Comprehensive
2
2
346
2
2019-11-03 15:21:39.155231
Good
No
Rarely
Apartment
526
1,195,943
49
Female
48,127
Married
null
High School
null
12.35165
Suburban
Premium
null
8
506
3
2021-05-02 15:21:39.215386
Average
Yes
Rarely
Apartment
180
1,195,944
21
Female
25,265
Divorced
1
High School
Unemployed
15.081312
Suburban
Basic
0
8
374
6
2024-01-12 15:21:39.237118
null
Yes
Weekly
House
1,303
1,195,945
50
Female
105,420
Single
3
PhD
Self-Employed
5.917374
Urban
Comprehensive
5
9
818
6
2019-12-07 15:21:39.079128
Good
No
Rarely
Condo
537
1,195,946
41
Female
15,991
Married
0
High School
Employed
3.011625
Urban
Basic
null
8
584
6
2024-03-16 15:21:39.081504
Average
No
Monthly
Condo
1,665
1,195,947
40
Male
35,178
Married
0
PhD
Unemployed
24.360044
Suburban
Comprehensive
0
1
757
5
2020-11-27 15:21:39.079128
Good
Yes
Monthly
Apartment
581
1,195,948
34
Male
55,623
Single
3
High School
Self-Employed
10.719292
Suburban
Premium
3
10
445
8
2020-03-09 15:21:39.278180
Good
Yes
Weekly
House
2,175
1,195,949
48
Female
4,046
Single
1
PhD
Employed
37.082073
Suburban
Comprehensive
null
7
603
2
2022-09-18 15:21:39.237118
Good
No
Monthly
House
2,341
1,195,950
26
Male
25,954
Divorced
3
Bachelor's
Unemployed
14.099642
Urban
Premium
null
5
588
2
2024-02-16 15:21:39.237118
Good
No
Rarely
House
1,879
1,195,951
59
Male
27,800
Single
2
High School
Self-Employed
44.331297
Rural
Basic
null
10
304
2
2021-07-15 15:21:39.167099
Poor
Yes
Rarely
House
2,512
1,195,952
34
Female
45,818
Married
4
Master's
null
5.868258
Rural
Premium
1
4
783
6
2024-01-15 15:21:39.146733
Good
No
Weekly
Condo
757
1,195,953
54
Female
64,826
Single
0
PhD
Unemployed
51.2516
Rural
Premium
null
18
647
4
2024-03-30 15:21:39.150730
Good
No
Monthly
Apartment
24
1,195,954
47
Male
27,383
Divorced
4
PhD
Self-Employed
37.756655
Urban
Comprehensive
0
0
803
9
2020-04-10 15:21:39.151732
Poor
No
Weekly
Condo
748
1,195,955
41
Male
28,408
Single
4
Master's
null
21.814349
Urban
Comprehensive
0
2
710
9
2024-02-12 15:21:39.168099
Good
Yes
Weekly
House
628
1,195,956
32
Male
59,549
Married
2
Bachelor's
Unemployed
19.132085
Rural
Basic
1
1
410
5
2022-03-29 15:21:39.134960
Average
Yes
Daily
Condo
3,769
1,195,957
47
Female
5,848
Single
0
High School
null
17.954722
Rural
Comprehensive
0
18
319
6
2022-06-18 15:21:39.221386
Poor
No
Daily
Condo
1,135
1,195,958
33
Female
6,071
Divorced
2
PhD
Self-Employed
21.917696
Rural
Comprehensive
0
19
591
5
2020-06-18 15:21:39.202448
Poor
No
Weekly
House
511
1,195,959
26
Female
45,901
Divorced
2
PhD
Self-Employed
13.82645
Urban
Premium
0
7
771
9
2019-10-14 15:21:39.134960
Poor
Yes
Rarely
Apartment
481
1,195,960
44
Female
33,778
Married
0
PhD
Self-Employed
21.265622
Suburban
Comprehensive
0
2
836
8
2020-03-21 15:21:39.114118
Poor
No
Weekly
Condo
1,791
1,195,961
49
Male
5,933
Married
null
Bachelor's
Unemployed
48.088435
Suburban
Comprehensive
0
13
763
7
2023-02-06 15:21:39.231531
Good
No
Rarely
House
816
1,195,962
44
Male
14,861
Married
null
PhD
null
34.717787
Urban
Basic
1
0
775
8
2022-01-27 15:21:39.090124
Average
No
Weekly
Condo
2,104
1,195,963
54
Female
38,284
Single
4
Master's
Employed
19.085467
Suburban
Basic
null
16
619
3
2024-06-10 15:21:39.230483
Average
No
Weekly
Apartment
1,309
1,195,964
28
Male
15,861
Divorced
4
Bachelor's
null
22.524428
Urban
Basic
3
5
495
7
2021-01-17 15:21:39.096739
null
Yes
Rarely
Apartment
1,072
1,195,965
21
Male
453
Single
0
PhD
Self-Employed
25.755782
Rural
Premium
null
5
559
4
2022-05-24 15:21:39.272456
Average
Yes
Rarely
Apartment
3,919
1,195,966
56
Male
14,248
Divorced
3
Master's
Employed
29.164575
Suburban
Premium
null
17
467
7
2020-06-17 15:21:39.181605
Average
No
Monthly
Condo
439
1,195,967
40
Male
21,426
Single
4
High School
Employed
24.994752
Urban
Comprehensive
1
19
677
6
2022-10-04 15:21:39.134960
Poor
Yes
Rarely
Condo
788
1,195,968
34
Female
14,892
Single
1
PhD
null
null
Rural
Basic
null
18
513
8
2020-09-27 15:21:39.228521
Good
Yes
Daily
Apartment
661
1,195,969
38
Female
5,918
Single
3
Master's
Self-Employed
17.233972
Suburban
Premium
1
11
649
1
2024-05-02 15:21:39.248098
Poor
No
Rarely
Apartment
994
1,195,970
59
Male
24,678
Divorced
null
High School
Employed
4.972803
Suburban
Premium
0
15
534
3
2022-04-01 15:21:39.079128
Poor
Yes
Daily
House
1,634
1,195,971
21
Male
15,109
Married
0
PhD
Unemployed
18.533761
Rural
Premium
null
1
711
2
2022-05-18 15:21:39.134960
null
Yes
Rarely
Apartment
524
1,195,972
19
Female
1,348
Married
1
PhD
Self-Employed
42.973805
Urban
Premium
1
3
495
6
2024-01-26 15:21:39.248098
Poor
No
Monthly
Apartment
1,112
1,195,973
44
Male
84,863
Married
null
Master's
Self-Employed
45.241155
Rural
Premium
null
17
456
6
2020-06-16 15:21:39.098696
Poor
No
Daily
Condo
1,746
1,195,974
46
Male
136,472
Married
3
High School
Employed
48.583783
Urban
Comprehensive
1
8
319
8
2021-12-26 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,035
1,195,975
44
Female
142,616
Single
2
Bachelor's
null
21.985099
Urban
Premium
null
0
788
8
2021-05-09 15:21:39.177724
Average
Yes
Monthly
House
101
1,195,976
62
Female
6,741
Single
1
High School
Employed
17.89535
Rural
Comprehensive
1
0
null
6
2023-09-21 15:21:39.133866
Average
Yes
Rarely
House
2,782
1,195,977
29
Female
24,249
Single
null
Bachelor's
null
6.785231
Urban
Premium
1
13
751
5
2023-12-24 15:21:39.188220
Average
No
Daily
Apartment
1,196
1,195,978
52
Male
61,228
Divorced
4
High School
null
18.798726
Urban
Basic
null
17
406
5
2020-03-28 15:21:39.222387
Good
Yes
Weekly
House
1,653
1,195,979
20
Female
126,556
Married
2
Bachelor's
Employed
52.542242
Urban
Basic
0
12
638
7
2019-10-31 15:21:39.274993
Poor
No
Monthly
House
729
1,195,980
47
Male
11,982
Divorced
2
Bachelor's
Self-Employed
24.853806
Urban
Comprehensive
1
2
569
5
2021-02-15 15:21:39.180553
Poor
Yes
Rarely
House
1,132
1,195,981
23
Female
6,964
Married
null
Bachelor's
null
23.359623
Suburban
Premium
null
12
740
9
2020-03-08 15:21:39.132191
Good
Yes
Rarely
House
687
1,195,982
24
Female
3,971
Divorced
2
High School
null
37.36163
Urban
Basic
2
16
773
4
2020-03-06 15:21:39.155231
Poor
No
Monthly
Apartment
1,127
1,195,983
64
Male
2,784
Divorced
3
Master's
Unemployed
25.163402
Rural
Premium
0
14
564
5
2023-12-19 15:21:39.237118
Good
Yes
Rarely
Apartment
2,520
1,195,984
35
Male
54,821
Single
4
Master's
Employed
25.525675
Rural
Premium
0
5
706
6
2023-03-06 15:21:39.134960
Good
No
Daily
Condo
362
1,195,985
50
Male
65,355
Single
2
PhD
Self-Employed
40.878107
Rural
Premium
3
4
711
3
2021-09-03 15:21:39.085129
null
No
Rarely
Apartment
1,008
1,195,986
31
Female
10,107
Divorced
2
Master's
Unemployed
27.827558
Urban
Premium
2
4
591
1
2022-07-06 15:21:39.237118
Good
No
Monthly
Apartment
563
1,195,987
41
Male
113,989
Single
3
PhD
null
30.766633
Suburban
Basic
null
11
361
9
2021-11-28 15:21:39.121169
Good
Yes
Weekly
House
862
1,195,988
53
Female
5,094
Single
0
High School
null
15.947605
Suburban
Comprehensive
null
18
498
8
2023-08-16 15:21:39.228521
Good
No
Daily
Apartment
1,718
1,195,989
21
Male
44,773
Married
null
Bachelor's
null
41.569734
Suburban
Premium
null
13
null
9
2022-07-26 15:21:39.155231
Poor
No
Weekly
Condo
638
1,195,990
21
Male
32,100
Single
3
Master's
null
22.494931
Rural
Premium
0
14
787
7
2023-06-29 15:21:39.172097
Average
No
Rarely
Apartment
2,472
1,195,991
22
Male
121,770
Divorced
null
PhD
Self-Employed
21.890207
Suburban
Comprehensive
null
9
464
9
2024-03-01 15:21:39.184157
Poor
Yes
Daily
Condo
1,831
1,195,992
63
Female
79,963
Married
null
Bachelor's
Unemployed
31.632307
Urban
Premium
2
18
315
7
2021-04-26 15:21:39.132191
null
No
Monthly
Apartment
1,085
1,195,993
62
Female
17,071
Single
1
Master's
null
18.594613
Rural
Premium
0
2
447
1
2020-03-25 15:21:39.219432
Good
Yes
Daily
Apartment
1,514
1,195,994
35
Female
37,384
Divorced
0
Bachelor's
null
16.94516
Rural
Comprehensive
0
14
644
2
2022-07-29 15:21:39.279729
Good
No
Daily
Condo
1,816
1,195,995
47
Female
15,107
Married
2
Master's
Unemployed
17.095018
Urban
Premium
1
12
575
1
2021-05-31 15:21:39.188220
Good
Yes
Daily
Condo
391
1,195,996
34
Female
43,935
Divorced
1
High School
Self-Employed
8.388939
Suburban
Basic
1
5
547
2
2021-03-22 15:21:39.155231
Poor
No
Daily
Apartment
882
1,195,997
19
Male
43,943
Divorced
0
PhD
Self-Employed
9.907187
Urban
Premium
1
2
727
2
2020-01-01 15:21:39.106582
Good
Yes
Monthly
Apartment
783
1,195,998
31
Male
10,033
Divorced
1
Bachelor's
Self-Employed
16.274295
Suburban
Premium
1
15
676
2
2023-12-25 15:21:39.134960
Average
Yes
Weekly
Condo
714
1,195,999
20
Female
null
Married
1
Master's
Unemployed
14.280046
Rural
Premium
null
1
442
9
2020-05-22 15:21:39.264504
Poor
Yes
Weekly
Condo
232