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
1,159,900
36
Male
2,859
Single
0
Master's
Self-Employed
18.63372
Suburban
Premium
null
10
410
8
2019-09-29 15:21:39.150730
Good
Yes
Rarely
Condo
355
1,159,901
62
Female
5,104
Married
1
High School
null
27.827205
Rural
Premium
2
18
797
1
2022-06-09 15:21:39.129190
null
Yes
Monthly
Apartment
1,101
1,159,902
55
Female
null
Divorced
1
High School
Unemployed
37.857707
Suburban
Comprehensive
null
19
305
5
2020-05-13 15:21:39.155231
Poor
Yes
Daily
House
63
1,159,903
32
Male
21,636
Married
3
Bachelor's
Unemployed
17.847185
Suburban
Comprehensive
null
11
434
7
2021-01-08 15:21:39.254678
Poor
No
Rarely
Apartment
480
1,159,904
62
Female
21,087
Divorced
4
Bachelor's
Unemployed
44.007788
Suburban
Comprehensive
null
3
511
4
2022-06-28 15:21:39.180553
Average
Yes
Rarely
House
101
1,159,905
54
Male
90,907
Single
0
PhD
null
28.934755
Rural
Premium
null
0
752
6
2020-05-30 15:21:39.253660
Good
No
Monthly
Condo
377
1,159,906
42
Female
15,883
Single
3
PhD
null
33.908701
Suburban
Basic
null
10
846
5
2021-04-30 15:21:39.237118
Good
Yes
Monthly
House
854
1,159,907
47
Male
9,051
Married
4
High School
null
33.088528
Urban
Premium
null
1
683
9
2021-06-04 15:21:39.186212
Good
Yes
Monthly
House
1,242
1,159,908
42
Female
126,910
Married
4
High School
null
25.447945
Rural
Premium
0
3
397
4
2021-09-19 15:21:39.288099
Good
Yes
Monthly
Condo
2,161
1,159,909
59
Male
16,761
Single
0
Master's
null
21.891425
Rural
Comprehensive
1
0
376
5
2023-08-19 15:21:39.134960
Poor
Yes
Daily
Apartment
497
1,159,910
35
Female
69,599
Married
4
High School
Self-Employed
17.149428
Urban
Basic
2
1
832
8
2024-02-12 15:21:39.279729
Average
Yes
Rarely
House
3,037
1,159,911
18
Male
72,815
Single
4
Master's
Self-Employed
48.549848
Rural
Comprehensive
2
16
587
7
2021-12-07 15:21:39.134960
Poor
No
Weekly
Apartment
399
1,159,912
57
Female
35,297
Single
0
Master's
Self-Employed
8.567324
Suburban
Basic
0
10
662
8
2022-04-27 15:21:39.283783
Good
No
Rarely
Condo
533
1,159,913
39
Male
142,265
Married
4
High School
Unemployed
20.553394
Rural
Comprehensive
2
13
null
1
2021-10-06 15:21:39.274993
Poor
Yes
Daily
Apartment
239
1,159,914
63
Male
30,984
Divorced
2
Master's
null
12.867222
Suburban
Comprehensive
1
19
585
6
2020-07-03 15:21:39.093681
Poor
Yes
Rarely
Apartment
35
1,159,915
30
Female
9,533
Married
2
Bachelor's
Unemployed
19.824585
Urban
Premium
1
0
428
1
2021-03-03 15:21:39.285112
Good
No
Monthly
House
1,979
1,159,916
46
Female
17,983
Married
4
Bachelor's
Unemployed
8.12896
Rural
Basic
0
6
568
6
2023-06-02 15:21:39.237118
Poor
No
Monthly
Condo
1,569
1,159,917
18
Female
3,329
Married
1
Bachelor's
Self-Employed
44.986868
Rural
Premium
3
7
647
7
2021-09-03 15:21:39.105192
null
Yes
Rarely
House
603
1,159,918
18
Female
43,856
Married
1
Bachelor's
Self-Employed
33.906645
Rural
Premium
null
12
null
3
2023-02-11 15:21:39.236064
Good
Yes
Daily
Condo
2,196
1,159,919
47
Male
14,881
Divorced
1
High School
Self-Employed
18.739529
Urban
Premium
0
4
636
4
2022-12-22 15:21:39.211806
Poor
No
Rarely
House
641
1,159,920
61
Female
28,307
Single
3
Master's
null
29.386747
Urban
Premium
2
3
456
8
2022-05-28 15:21:39.098696
Average
Yes
Monthly
House
1,083
1,159,921
18
Male
2,629
Divorced
0
Bachelor's
Unemployed
10.983038
Suburban
Basic
0
10
462
5
2023-08-27 15:21:39.107553
Good
No
Rarely
House
2,250
1,159,922
30
Male
38,916
Divorced
2
PhD
Unemployed
32.569389
Suburban
Basic
1
12
541
1
2023-01-03 15:21:39.133866
Poor
Yes
Monthly
House
811
1,159,923
22
Male
7,156
Married
null
PhD
Self-Employed
9.390171
Urban
Premium
null
12
322
8
2023-08-10 15:21:39.253660
Good
Yes
Weekly
Condo
1,810
1,159,924
29
Male
10,116
Divorced
4
Bachelor's
Unemployed
9.508818
Rural
Premium
null
8
442
2
2019-08-21 15:21:39.134960
Poor
Yes
Monthly
House
991
1,159,925
48
Female
26,344
Single
0
PhD
Unemployed
null
Suburban
Basic
1
18
695
4
2020-10-15 15:21:39.288099
Average
Yes
Daily
Apartment
3,036
1,159,926
33
Female
118,089
Married
4
High School
Employed
25.389631
Urban
Premium
0
12
486
6
2023-10-03 15:21:39.237118
null
Yes
Monthly
Apartment
1,318
1,159,927
55
Female
61,541
Single
4
Master's
Employed
21.878337
Suburban
Basic
0
15
571
8
2021-09-14 15:21:39.155231
Poor
Yes
Weekly
Apartment
112
1,159,928
42
Female
4,926
Single
3
Bachelor's
Employed
10.594559
Suburban
Comprehensive
0
8
null
9
2022-09-20 15:21:39.169102
null
Yes
Daily
House
1,093
1,159,929
19
Female
50,927
Married
1
PhD
null
52.826499
Suburban
Comprehensive
null
8
545
1
2023-06-14 15:21:39.082499
Good
Yes
Daily
Condo
1,647
1,159,930
63
Female
729
Married
2
PhD
Unemployed
20.988341
Rural
Comprehensive
1
14
431
3
2023-12-18 15:21:39.134960
Average
Yes
Rarely
House
748
1,159,931
32
Male
1,545
Single
4
Master's
Unemployed
44.640739
Urban
Comprehensive
null
3
713
3
2020-06-05 15:21:39.225916
null
Yes
Daily
Apartment
3,279
1,159,932
38
Male
90,909
Married
null
Bachelor's
Self-Employed
18.246767
Suburban
Comprehensive
2
16
568
4
2023-09-30 15:21:39.134960
null
No
Weekly
Apartment
567
1,159,933
55
Female
20,421
Married
0
PhD
Self-Employed
17.834355
Rural
Premium
null
15
456
2
2024-05-28 15:21:39.246098
Good
Yes
Monthly
House
22
1,159,934
44
Female
2,818
Divorced
1
High School
null
25.964668
Urban
Premium
3
3
711
4
2022-06-09 15:21:39.213373
Poor
No
Daily
House
2,316
1,159,935
22
Male
21,957
Divorced
3
High School
Unemployed
16.526425
Suburban
Premium
null
11
null
4
2022-02-22 15:21:39.276901
Good
Yes
Weekly
Condo
2,962
1,159,936
null
Female
79,700
Divorced
0
PhD
null
49.087708
Urban
Basic
null
10
499
1
2020-03-18 15:21:39.155231
null
Yes
Rarely
Condo
207
1,159,937
52
Male
4,836
Married
0
High School
Unemployed
34.992276
Urban
Basic
null
0
549
3
2023-03-21 15:21:39.172097
Poor
Yes
Monthly
Apartment
2,481
1,159,938
32
Female
12,058
Divorced
1
Master's
Unemployed
47.890647
Urban
Comprehensive
null
4
null
6
2022-03-02 15:21:39.261856
Average
Yes
Rarely
Apartment
1,484
1,159,939
51
Female
3,714
Single
1
Bachelor's
Unemployed
32.593571
Urban
Premium
0
17
469
3
2024-01-16 15:21:39.193945
Poor
Yes
Weekly
House
1,447
1,159,940
28
Female
41,721
Divorced
0
High School
null
36.720111
Rural
Basic
null
7
471
9
2023-08-22 15:21:39.084065
Average
No
Daily
Apartment
747
1,159,941
62
Male
1,469
Married
2
PhD
Employed
14.722794
Urban
Premium
2
16
null
2
2020-11-25 15:21:39.237118
Poor
Yes
Rarely
Condo
798
1,159,942
39
Male
16,011
Married
3
Bachelor's
Self-Employed
32.188351
Rural
Premium
null
3
722
5
2022-05-06 15:21:39.274993
Good
No
Monthly
Condo
721
1,159,943
39
Male
1,568
Single
3
Bachelor's
Self-Employed
28.246929
Urban
Basic
null
0
492
1
2021-01-04 15:21:39.209847
Average
No
Rarely
Apartment
2,790
1,159,944
32
Female
6,470
Divorced
2
Master's
Unemployed
28.483513
Urban
Basic
2
19
668
1
2024-01-19 15:21:39.147735
null
No
Rarely
Condo
362
1,159,945
57
Male
50,219
Single
0
High School
Self-Employed
18.030826
Suburban
Comprehensive
null
16
515
4
2024-07-13 15:21:39.095696
Good
Yes
Daily
Apartment
45
1,159,946
18
Female
16,881
Divorced
0
Bachelor's
Unemployed
34.926954
Suburban
Basic
null
13
632
4
2019-09-29 15:21:39.272456
Good
No
Daily
House
478
1,159,947
24
Male
11,578
Single
4
PhD
null
41.148811
Suburban
Premium
1
11
558
5
2021-01-18 15:21:39.173834
Poor
Yes
Weekly
House
454
1,159,948
52
Female
17,492
Married
0
PhD
Self-Employed
25.824474
Rural
Premium
null
2
503
8
2021-09-13 15:21:39.106582
Poor
No
Monthly
Condo
698
1,159,949
null
Female
729
Married
4
Master's
Employed
21.086818
Urban
Premium
null
18
775
9
2021-10-02 15:21:39.237118
null
No
Weekly
Apartment
2,221
1,159,950
52
Male
8,073
Single
0
Master's
Employed
20.648435
Urban
Premium
1
18
565
8
2023-06-14 15:21:39.221386
Good
Yes
Weekly
Condo
932
1,159,951
24
Female
14,355
Single
2
High School
Employed
9.640727
Urban
Comprehensive
0
15
543
1
2021-03-09 15:21:39.147735
Average
No
Monthly
Condo
276
1,159,952
47
Female
466
Married
3
Master's
Self-Employed
null
Urban
Premium
1
2
682
6
2020-06-07 15:21:39.155231
Poor
No
Rarely
Condo
1,391
1,159,953
47
Male
66,742
Divorced
2
Bachelor's
Employed
25.844474
Urban
Comprehensive
2
18
372
9
2020-08-30 15:21:39.145732
Good
Yes
Monthly
House
1,110
1,159,954
64
Female
26,396
Single
4
Bachelor's
Self-Employed
7.492146
Urban
Comprehensive
0
11
557
6
2019-11-01 15:21:39.208842
Average
Yes
Weekly
Apartment
1,085
1,159,955
28
Male
87,812
Single
2
High School
Employed
5.793928
Rural
Premium
1
4
393
1
2020-10-27 15:21:39.288099
Poor
No
Weekly
House
717
1,159,956
30
Male
21,222
Divorced
2
High School
Employed
29.912861
Rural
Premium
0
12
722
4
2023-06-07 15:21:39.155231
Good
No
Daily
Apartment
1,273
1,159,957
37
Male
53,414
Single
0
Bachelor's
Self-Employed
42.895559
Urban
Comprehensive
0
16
336
5
2024-07-10 15:21:39.086123
Average
Yes
Monthly
Apartment
1,347
1,159,958
63
Female
10,020
Married
3
High School
Unemployed
46.752914
Rural
Comprehensive
1
5
682
1
2021-08-15 15:21:39.285112
Good
Yes
Rarely
Condo
1,758
1,159,959
48
Male
null
Single
3
Bachelor's
null
32.27503
Rural
Basic
0
18
391
9
2023-03-24 15:21:39.222387
Poor
No
Rarely
House
2,093
1,159,960
21
Male
3,978
Single
2
Bachelor's
Employed
12.935144
Suburban
Premium
0
6
696
2
2020-07-12 15:21:39.134960
Good
Yes
Weekly
Condo
4,043
1,159,961
44
Male
9,941
Divorced
0
Master's
Employed
7.712927
Suburban
Premium
1
5
745
4
2023-05-08 15:21:39.202448
Average
Yes
Daily
Apartment
86
1,159,962
61
Female
578
Married
0
Bachelor's
Employed
32.542204
Suburban
Premium
0
7
544
7
2024-04-13 15:21:39.113566
Good
Yes
Monthly
Condo
397
1,159,963
42
Male
8,074
Divorced
4
Bachelor's
Employed
26.966778
Rural
Comprehensive
null
6
719
5
2021-12-03 15:21:39.085129
Poor
No
Rarely
Condo
1,542
1,159,964
53
Male
18,451
Divorced
4
High School
Self-Employed
45.48194
Suburban
Premium
1
10
822
2
2024-01-30 15:21:39.098696
Poor
No
Rarely
Condo
1,622
1,159,965
38
Female
null
Divorced
3
Bachelor's
Unemployed
18.651911
Urban
Basic
1
19
379
6
2023-08-18 15:21:39.223901
Poor
No
Daily
House
1,422
1,159,966
28
Female
4,984
Divorced
null
Master's
null
42.097832
Suburban
Basic
null
9
360
9
2021-03-28 15:21:39.285112
Average
No
Monthly
Condo
1,146
1,159,967
49
Female
14,081
Single
3
Bachelor's
Self-Employed
null
Suburban
Basic
2
19
708
7
2021-01-09 15:21:39.125660
Average
No
Rarely
Condo
798
1,159,968
19
Female
2,789
null
null
High School
null
31.828974
Rural
Basic
null
0
null
9
2023-10-05 15:21:39.254678
Poor
Yes
Weekly
Apartment
827
1,159,969
35
Male
45,652
Divorced
4
PhD
Unemployed
36.945896
Suburban
Premium
null
11
687
6
2022-07-03 15:21:39.237118
Poor
Yes
Weekly
Condo
828
1,159,970
38
Male
35,975
Single
0
PhD
null
25.907747
Suburban
Premium
1
0
807
5
2023-04-27 15:21:39.081504
Average
No
Daily
House
203
1,159,971
39
Male
30,894
Single
2
PhD
Employed
19.519536
Urban
Premium
0
13
null
8
2022-04-18 15:21:39.126661
Average
No
Monthly
House
1,029
1,159,972
24
Female
17,015
Single
4
High School
Self-Employed
16.264634
Urban
Premium
2
9
682
4
2020-06-18 15:21:39.251142
Poor
Yes
Weekly
House
504
1,159,973
28
Female
45,936
Single
1
High School
Self-Employed
12.892857
Urban
Premium
null
5
746
5
2021-02-18 15:21:39.134960
Good
No
Monthly
House
828
1,159,974
42
Female
607
Divorced
3
PhD
null
15.848312
Urban
Comprehensive
0
13
730
9
2022-11-17 15:21:39.091080
Average
Yes
Daily
Condo
2,805
1,159,975
33
Male
10,144
Divorced
0
High School
Employed
9.814924
Rural
Basic
1
11
398
3
2019-08-22 15:21:39.246098
Poor
No
Monthly
House
643
1,159,976
23
Male
82,678
Divorced
1
Master's
null
17.158416
Urban
Comprehensive
2
10
618
9
2020-05-04 15:21:39.224915
Good
Yes
Weekly
House
2,881
1,159,977
49
Female
120,518
Married
1
PhD
Self-Employed
26.76786
Suburban
Comprehensive
null
9
431
1
2022-04-16 15:21:39.285112
Average
Yes
Monthly
House
2,781
1,159,978
30
Female
27,478
Married
3
PhD
null
39.095124
Urban
Premium
2
6
625
1
2023-08-09 15:21:39.247098
null
No
Monthly
Apartment
2,785
1,159,979
24
Male
121,204
Divorced
null
PhD
Self-Employed
18.979302
Suburban
Basic
0
12
460
2
2022-04-25 15:21:39.288099
Average
Yes
Weekly
House
1,147
1,159,980
51
Female
16,847
Divorced
0
PhD
Employed
47.506696
Urban
Premium
1
17
753
5
2023-11-26 15:21:39.222387
Poor
No
Weekly
Condo
122
1,159,981
43
Female
null
Married
2
Bachelor's
Self-Employed
43.891017
Suburban
Comprehensive
3
14
685
5
2020-05-03 15:21:39.155231
Good
No
Daily
Apartment
393
1,159,982
18
Male
43,439
Single
2
Bachelor's
Employed
4.829431
Rural
Comprehensive
0
0
602
2
2020-06-30 15:21:39.274993
Good
No
Weekly
Apartment
567
1,159,983
51
Male
87,589
Single
3
PhD
null
47.573567
Urban
Basic
null
5
323
9
2021-12-02 15:21:39.134960
Good
Yes
Monthly
House
586
1,159,984
59
Male
57,988
Divorced
1
High School
null
7.56951
Urban
Premium
2
10
449
9
2020-12-16 15:21:39.192212
Poor
No
Rarely
House
719
1,159,985
54
Male
5,548
Divorced
4
Master's
Self-Employed
39.683527
Rural
Premium
0
19
589
7
2022-12-05 15:21:39.181605
Average
No
Daily
House
1,258
1,159,986
33
Male
18,095
Single
3
PhD
null
8.352463
Rural
Basic
0
7
546
3
2022-11-19 15:21:39.170099
Average
Yes
Monthly
Condo
1,358
1,159,987
18
Female
3,148
Divorced
4
Master's
Self-Employed
34.064014
Suburban
Basic
1
6
500
8
2020-06-06 15:21:39.134960
Average
Yes
Monthly
Condo
801
1,159,988
50
Female
97,952
Married
3
PhD
Self-Employed
30.187958
Rural
Comprehensive
2
14
331
8
2022-03-29 15:21:39.134960
Poor
Yes
Weekly
House
732
1,159,989
21
Female
23,188
Single
1
Bachelor's
Self-Employed
39.049588
Urban
Premium
2
0
703
1
2022-10-21 15:21:39.134960
Poor
Yes
Daily
Condo
582
1,159,990
64
Female
null
Divorced
2
Master's
Unemployed
25.520065
Rural
Comprehensive
1
12
586
1
2021-03-02 15:21:39.223901
null
Yes
Rarely
Apartment
2,228
1,159,991
45
Male
33,792
Divorced
1
Master's
null
18.624187
Urban
Premium
0
19
519
6
2021-10-25 15:21:39.209847
Good
Yes
Monthly
House
823
1,159,992
51
Male
28,759
Single
1
Bachelor's
Employed
18.012788
Suburban
Basic
1
0
461
1
2020-07-16 15:21:39.188220
Poor
Yes
Weekly
Condo
553
1,159,993
53
Female
35,324
Divorced
2
PhD
Employed
38.913394
Suburban
Basic
1
11
571
7
2024-05-04 15:21:39.291118
Average
No
Rarely
Apartment
35
1,159,994
50
Male
18,015
Married
0
Bachelor's
null
36.640732
Suburban
Premium
2
16
483
2
2020-12-21 15:21:39.186212
Poor
Yes
Weekly
Condo
1,874
1,159,995
29
Female
23,305
Divorced
2
High School
null
29.685533
Suburban
Premium
1
17
647
8
2024-01-22 15:21:39.276388
Average
No
Monthly
Apartment
629
1,159,996
63
Female
109,472
Divorced
1
Master's
Self-Employed
35.79892
Urban
Premium
null
9
445
3
2021-07-20 15:21:39.271453
Poor
No
Rarely
Condo
250
1,159,997
18
Female
35,019
Married
4
Master's
Self-Employed
27.258964
Rural
Comprehensive
null
6
683
7
2023-12-22 15:21:39.143708
Poor
Yes
Weekly
House
548
1,159,998
38
Male
56,527
Married
null
Bachelor's
null
19.01197
Urban
Comprehensive
2
3
null
1
2019-09-07 15:21:39.233998
Poor
Yes
Daily
House
392
1,159,999
42
Female
24,480
Divorced
null
Master's
Self-Employed
24.360139
Urban
Premium
0
4
703
7
2020-05-27 15:21:39.084065
Poor
No
Monthly
Condo
548