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
15,700
47
Female
36,726
Married
2
PhD
null
24.848359
Suburban
Premium
0
8
767
9
2020-01-17 15:21:39.106582
Good
Yes
Weekly
Condo
331
15,701
30
Male
107,430
Single
3
Master's
Self-Employed
10.124945
Rural
Premium
null
19
531
3
2020-08-04 15:21:39.253660
Poor
No
Monthly
Apartment
346
15,702
19
Female
59,565
Single
2
High School
Employed
22.384839
Urban
Comprehensive
0
0
370
5
2021-07-09 15:21:39.223901
Good
Yes
Weekly
Condo
1,420
15,703
47
Male
18,062
Divorced
1
Bachelor's
Self-Employed
39.633011
Urban
Basic
null
0
783
6
2023-02-22 15:21:39.219432
Average
No
Daily
Condo
822
15,704
27
Male
2,596
Single
2
PhD
null
32.076642
Rural
Basic
0
5
723
9
2019-09-06 15:21:39.087123
Good
Yes
Rarely
Condo
1,807
15,705
27
Male
17,458
Single
1
Bachelor's
Unemployed
27.725915
Suburban
Basic
1
16
641
6
2023-06-20 15:21:39.164044
null
Yes
Weekly
Condo
760
15,706
37
Female
3,852
Single
0
Master's
null
24.716283
Suburban
Basic
2
18
682
2
2022-05-09 15:21:39.134960
Average
Yes
Rarely
Condo
603
15,707
52
Female
36,046
Single
4
High School
Self-Employed
30.867457
Urban
Basic
1
2
726
1
2022-10-23 15:21:39.134960
Average
Yes
Monthly
Apartment
1,408
15,708
27
Female
139,561
Divorced
0
PhD
null
40.066671
Urban
Premium
0
17
420
8
2021-10-15 15:21:39.155231
Average
Yes
Weekly
Condo
251
15,709
19
Female
35,311
Married
0
High School
Self-Employed
5.136001
Urban
Basic
null
12
483
8
2024-01-30 15:21:39.209847
Poor
Yes
Monthly
Condo
542
15,710
21
Female
69,373
Single
4
Bachelor's
Unemployed
9.790104
Urban
Premium
1
8
438
3
2019-09-02 15:21:39.122134
Average
Yes
Monthly
House
171
15,711
30
Male
9,082
Divorced
3
High School
null
50.925968
Urban
Premium
0
19
622
4
2021-01-21 15:21:39.228521
Average
No
Weekly
House
811
15,712
29
Male
20,859
Divorced
1
Master's
Unemployed
7.151617
Suburban
Premium
1
9
806
2
2024-03-13 15:21:39.132191
Poor
No
Weekly
House
814
15,713
41
Female
9,098
Married
3
High School
null
29.256717
Suburban
Premium
1
10
587
4
2022-07-26 15:21:39.190215
Poor
No
Monthly
House
861
15,714
25
Female
72,735
Married
3
Master's
Employed
13.671436
Rural
Basic
null
0
473
9
2022-07-13 15:21:39.093681
null
No
Daily
Apartment
861
15,715
59
Female
2,637
Married
3
Bachelor's
Unemployed
31.018059
Suburban
Basic
0
16
349
9
2021-03-10 15:21:39.276901
Average
Yes
Daily
Apartment
203
15,716
22
Female
39,723
Divorced
0
PhD
Self-Employed
39.281824
Urban
Premium
1
3
713
9
2022-03-28 15:21:39.198406
Poor
No
Weekly
Condo
1,137
15,717
58
Female
23,254
Divorced
2
PhD
Unemployed
41.828286
Rural
Basic
null
17
533
4
2023-01-11 15:21:39.100695
null
Yes
Daily
Apartment
489
15,718
18
Female
12,877
Single
2
Bachelor's
Unemployed
13.912414
Rural
Basic
null
2
493
6
2024-03-22 15:21:39.285112
Poor
Yes
Rarely
Condo
128
15,719
41
Female
25,361
Single
null
High School
null
48.026656
Rural
Comprehensive
null
14
489
5
2020-02-26 15:21:39.107553
Average
No
Rarely
House
277
15,720
34
Female
54,173
Married
4
Bachelor's
Self-Employed
7.071476
Rural
Basic
null
11
685
9
2022-03-15 15:21:39.082499
Average
Yes
Monthly
Apartment
184
15,721
18
Male
49,724
Divorced
2
High School
Self-Employed
22.392559
Suburban
Premium
2
3
336
5
2019-11-14 15:21:39.177724
Average
No
Rarely
Apartment
926
15,722
58
Male
88,947
Married
1
Bachelor's
Employed
24.729722
Urban
Comprehensive
2
19
548
3
2021-02-24 15:21:39.283783
Average
No
Daily
Apartment
4,795
15,723
41
Female
39,471
Married
0
Master's
Self-Employed
11.723891
Suburban
Basic
0
10
627
2
2022-06-17 15:21:39.134960
Poor
No
Rarely
Condo
542
15,724
26
Female
24,497
Divorced
3
High School
null
8.555729
Urban
Basic
0
8
528
5
2019-12-08 15:21:39.151732
Good
No
Rarely
Apartment
2,418
15,725
32
Female
10,066
Single
1
High School
Employed
33.512858
Urban
Basic
0
9
696
7
2020-07-15 15:21:39.237118
Good
Yes
Daily
Condo
4,097
15,726
44
Male
13,340
Married
1
High School
Self-Employed
9.515521
Urban
Comprehensive
0
1
745
3
2024-03-24 15:21:39.155231
Average
No
Weekly
House
1,434
15,727
60
Male
41,924
Divorced
1
Bachelor's
Self-Employed
9.049832
Suburban
Basic
2
4
null
2
2023-12-12 15:21:39.265513
Poor
Yes
Rarely
Apartment
247
15,728
47
Male
6,304
Divorced
1
High School
Unemployed
16.692703
Suburban
Basic
0
1
505
4
2022-08-07 15:21:39.191219
Poor
Yes
Monthly
Condo
729
15,729
34
Male
3,891
Divorced
1
High School
Unemployed
34.912272
Urban
Premium
null
1
761
8
2021-01-05 15:21:39.126661
Average
No
Daily
Apartment
3,341
15,730
29
Female
14,754
Married
0
High School
null
14.694601
Suburban
Premium
null
8
680
5
2020-10-12 15:21:39.134960
Average
No
Monthly
Condo
1,374
15,731
24
Male
82,528
Divorced
1
High School
Unemployed
null
Urban
Premium
2
5
515
7
2024-08-03 15:21:39.237118
Poor
Yes
Monthly
House
1,328
15,732
57
Male
null
Single
1
PhD
Unemployed
26.967861
Suburban
Comprehensive
null
12
616
4
2023-05-21 15:21:39.225916
Good
No
Daily
Apartment
352
15,733
51
Female
14,085
Single
1
High School
Unemployed
23.935592
Rural
Basic
null
12
413
1
2020-10-19 15:21:39.109552
Poor
Yes
Weekly
Apartment
593
15,734
25
Female
30,253
Single
3
PhD
Self-Employed
44.486812
Urban
Comprehensive
0
7
null
9
2019-12-15 15:21:39.155231
Good
No
Monthly
Apartment
1,251
15,735
64
Female
20,797
Married
4
Bachelor's
Self-Employed
33.694463
Suburban
Premium
1
19
446
9
2024-06-24 15:21:39.250151
Average
Yes
Rarely
House
286
15,736
31
Female
35,149
Married
4
Master's
Unemployed
14.959381
Rural
Basic
2
12
801
5
2021-10-15 15:21:39.205850
Average
No
Rarely
House
1,002
15,737
55
Female
18,398
Single
0
PhD
Employed
null
Suburban
Premium
2
16
null
2
2020-03-17 15:21:39.122134
Poor
No
Monthly
Apartment
860
15,738
46
Male
9,091
Married
4
Bachelor's
null
42.238638
Rural
Comprehensive
0
8
552
4
2020-10-14 15:21:39.173834
Poor
Yes
Rarely
Condo
1,130
15,739
25
Male
25,481
Married
4
Master's
null
9.77369
Suburban
Comprehensive
null
16
581
6
2020-07-17 15:21:39.087123
Average
Yes
Rarely
Apartment
671
15,740
23
Female
15,126
Divorced
3
Bachelor's
null
30.151332
Suburban
Premium
null
16
849
4
2020-07-25 15:21:39.106582
Average
Yes
Weekly
House
434
15,741
26
Female
61,852
null
4
High School
Self-Employed
33.594944
Suburban
Basic
null
5
596
8
2023-05-06 15:21:39.253660
Average
Yes
Monthly
Apartment
154
15,742
23
Male
43,896
null
3
Bachelor's
Employed
20.644401
Rural
Comprehensive
0
8
781
7
2020-12-12 15:21:39.134960
Poor
Yes
Daily
Condo
1,559
15,743
54
Male
14,079
Single
4
High School
null
17.919041
Urban
Comprehensive
0
4
418
1
2023-02-19 15:21:39.154008
Good
Yes
Monthly
Apartment
981
15,744
56
Male
17,183
Single
3
Master's
Self-Employed
5.108007
Rural
Premium
null
11
830
2
2022-02-04 15:21:39.264504
Poor
Yes
Rarely
Apartment
141
15,745
51
Male
516
Single
3
Bachelor's
null
51.859305
Rural
Basic
null
2
459
9
2023-10-15 15:21:39.176717
Good
Yes
Weekly
House
36
15,746
35
Female
35,705
Married
1
Master's
Employed
36.082698
Rural
Premium
1
2
788
6
2020-11-11 15:21:39.084065
Good
Yes
Weekly
Apartment
71
15,747
28
Male
14,891
Divorced
1
High School
Unemployed
19.813585
Rural
Comprehensive
null
9
757
6
2020-12-27 15:21:39.248098
Poor
Yes
Weekly
Condo
25
15,748
32
Male
82,564
Single
2
Bachelor's
null
19.35336
Suburban
Basic
1
14
707
6
2024-01-13 15:21:39.283783
Poor
Yes
Monthly
Apartment
3,620
15,749
54
Female
18,647
Married
null
PhD
null
27.965127
Rural
Basic
null
1
506
5
2021-08-17 15:21:39.237118
Average
No
Monthly
Condo
871
15,750
20
Male
96,598
Married
4
PhD
Unemployed
39.37141
Urban
Comprehensive
3
7
629
7
2020-02-21 15:21:39.126661
Poor
No
Monthly
House
2,580
15,751
42
Male
38,429
Divorced
1
Bachelor's
Unemployed
29.353835
Urban
Premium
0
17
null
4
2022-12-16 15:21:39.132191
Poor
No
Rarely
House
1,074
15,752
54
Male
5,913
Single
1
Master's
Unemployed
15.094456
Suburban
Premium
1
8
null
5
2019-09-11 15:21:39.187211
Average
Yes
Rarely
Condo
910
15,753
38
Female
14,094
Married
3
PhD
Employed
23.036869
Rural
Basic
null
0
451
5
2024-08-11 15:21:39.273454
Poor
Yes
Daily
House
104
15,754
60
Female
4,516
Married
null
Bachelor's
null
10.839379
Rural
Comprehensive
3
12
626
1
2023-09-12 15:21:39.092127
null
Yes
Daily
Apartment
240
15,755
47
Male
90,117
Married
0
High School
Unemployed
28.458915
Rural
Premium
null
15
361
6
2020-01-21 15:21:39.095696
Good
No
Daily
Apartment
1,482
15,756
60
Male
23,168
Divorced
0
Bachelor's
Unemployed
31.084703
Urban
Basic
0
16
null
1
2022-04-15 15:21:39.171102
Average
No
Monthly
Apartment
1,233
15,757
45
Female
null
Single
4
Bachelor's
Unemployed
31.700055
Suburban
Basic
0
4
337
2
2020-09-17 15:21:39.273973
Average
Yes
Daily
Condo
1,786
15,758
42
Male
39,264
Married
3
Master's
Self-Employed
19.265066
Rural
Premium
null
12
573
8
2020-04-05 15:21:39.176717
Good
Yes
Daily
House
4,336
15,759
18
Male
8,078
Divorced
0
Master's
Self-Employed
22.581619
Rural
Premium
1
1
568
2
2023-01-23 15:21:39.094752
Good
Yes
Rarely
House
843
15,760
null
Male
10,589
Divorced
4
Bachelor's
Employed
11.098277
Rural
Basic
null
19
465
6
2020-12-18 15:21:39.081504
Poor
No
Monthly
House
1,040
15,761
63
Male
46,943
Single
2
Master's
Employed
49.998926
Suburban
Basic
null
15
403
4
2020-09-21 15:21:39.194829
Good
Yes
Rarely
House
587
15,762
null
Female
77,514
Divorced
0
Master's
null
33.666418
Suburban
Premium
0
17
831
1
2021-09-18 15:21:39.092127
Average
Yes
Rarely
House
3,616
15,763
53
Male
8,891
Divorced
2
PhD
null
23.630569
Rural
Comprehensive
2
1
792
8
2021-10-21 15:21:39.114118
Average
No
Daily
Condo
1,963
15,764
20
Female
37,149
Single
2
Master's
null
46.167523
Urban
Comprehensive
null
17
null
5
2022-08-22 15:21:39.134960
Poor
Yes
Daily
Apartment
566
15,765
22
Female
1,496
Divorced
null
High School
null
25.496577
Rural
Premium
0
12
554
9
2023-12-17 15:21:39.256696
Good
No
Weekly
Apartment
329
15,766
29
Male
7,071
Married
3
Bachelor's
Self-Employed
25.525664
Urban
Premium
null
10
788
3
2023-06-14 15:21:39.155231
Poor
Yes
Weekly
Condo
687
15,767
56
Female
43,970
Married
3
Master's
Unemployed
32.030934
Urban
Comprehensive
1
11
815
1
2021-09-13 15:21:39.237118
Good
No
Weekly
Apartment
1,256
15,768
53
Male
141,244
Married
null
PhD
null
31.865309
Urban
Basic
0
15
342
3
2023-01-01 15:21:39.172097
Good
Yes
Weekly
House
361
15,769
29
Male
6,611
Single
4
PhD
Employed
44.145975
Suburban
Basic
0
7
null
5
2024-05-17 15:21:39.134960
Poor
No
Monthly
Apartment
457
15,770
33
Female
1,101
null
3
PhD
Unemployed
33.239869
Urban
Comprehensive
null
16
705
9
2022-11-17 15:21:39.246098
Average
No
Monthly
House
1,104
15,771
38
Male
960
Married
4
High School
null
12.959016
Suburban
Comprehensive
null
18
387
9
2020-01-10 15:21:39.134960
Poor
No
Weekly
Condo
1,661
15,772
31
Male
20,683
Divorced
2
PhD
Employed
23.929493
Suburban
Basic
null
4
833
1
2021-12-17 15:21:39.237118
Good
Yes
Rarely
House
684
15,773
54
Male
29,316
Divorced
0
High School
Employed
15.849972
Suburban
Basic
1
2
626
3
2022-02-18 15:21:39.169102
Average
No
Monthly
Apartment
928
15,774
31
Male
35,498
Married
2
PhD
Self-Employed
null
Rural
Comprehensive
0
0
398
7
2023-08-25 15:21:39.170099
Average
Yes
Daily
Apartment
523
15,775
28
Male
135,691
Single
2
PhD
null
null
Suburban
Basic
null
6
585
8
2021-02-05 15:21:39.081504
Average
Yes
Rarely
Apartment
3,253
15,776
19
Female
616
Single
4
Bachelor's
Employed
23.879743
Suburban
Basic
3
3
null
1
2020-08-28 15:21:39.155231
Poor
Yes
Weekly
Condo
952
15,777
46
Female
120,194
Married
4
PhD
Self-Employed
34.378637
Suburban
Premium
3
17
456
8
2022-09-01 15:21:39.226954
Poor
No
Monthly
Apartment
1,313
15,778
27
Male
40,262
Single
0
Master's
Employed
32.348551
Rural
Comprehensive
1
3
487
2
2021-02-28 15:21:39.145732
Average
No
Rarely
House
696
15,779
27
Female
33,002
Single
4
PhD
null
7.944482
Urban
Basic
1
15
778
1
2021-06-05 15:21:39.092127
Good
Yes
Daily
Condo
1,201
15,780
22
Male
29,056
Single
null
PhD
Self-Employed
27.4135
Rural
Premium
3
1
815
8
2022-05-07 15:21:39.165120
Poor
No
Monthly
Condo
1,513
15,781
38
Male
28,892
Single
3
Bachelor's
null
9.615718
Suburban
Basic
null
18
null
8
2020-02-28 15:21:39.237118
Good
No
Rarely
Apartment
571
15,782
39
Female
4,569
Single
3
Bachelor's
null
41.814148
Rural
Comprehensive
1
12
303
6
2022-06-04 15:21:39.184157
Poor
Yes
Weekly
Apartment
2,656
15,783
64
Female
7,143
Divorced
2
PhD
Employed
26.784149
Rural
Premium
null
9
783
1
2022-02-20 15:21:39.115178
Good
No
Rarely
Condo
461
15,784
61
Female
5,979
Single
4
Bachelor's
Unemployed
33.642382
Suburban
Comprehensive
2
1
578
2
2022-12-18 15:21:39.154008
Average
Yes
Rarely
Apartment
1,004
15,785
62
Female
44,933
Single
1
Bachelor's
Employed
41.642826
Urban
Premium
null
16
513
1
2024-06-08 15:21:39.098696
Poor
Yes
Monthly
Condo
2,575
15,786
44
Male
2,423
Married
3
PhD
Unemployed
26.582616
Rural
Comprehensive
4
0
723
4
2024-06-22 15:21:39.180553
Poor
No
Rarely
Condo
1,622
15,787
46
Female
2,496
Divorced
2
PhD
Unemployed
8.597518
Urban
Comprehensive
2
9
null
4
2022-09-16 15:21:39.249100
Average
No
Monthly
House
1,316
15,788
55
Female
16,775
Divorced
0
High School
Self-Employed
14.020799
Rural
Premium
1
18
762
7
2023-03-10 15:21:39.233485
Good
Yes
Daily
Condo
1,588
15,789
51
Male
31,641
null
0
Bachelor's
Employed
28.539407
Urban
Comprehensive
2
14
842
6
2020-07-07 15:21:39.187211
Good
Yes
Weekly
House
1,962
15,790
null
Male
1,379
Married
4
Bachelor's
Employed
null
Rural
Comprehensive
null
14
489
8
2022-03-06 15:21:39.237118
Average
Yes
Monthly
House
362
15,791
35
Female
10,881
Single
0
Master's
Employed
11.929893
Rural
Premium
2
4
577
3
2020-07-17 15:21:39.251142
Average
No
Weekly
Condo
1,083
15,792
55
Female
45,674
Married
1
Master's
Employed
30.988883
Suburban
Premium
3
18
396
4
2021-02-21 15:21:39.263607
Average
Yes
Daily
Apartment
1,387
15,793
null
Female
10,983
Married
0
Master's
Employed
42.564797
Rural
Comprehensive
0
3
583
8
2021-12-20 15:21:39.126661
Poor
No
Monthly
House
1,045
15,794
36
Male
139,611
Married
3
Master's
null
38.890266
Urban
Premium
0
6
382
7
2020-11-05 15:21:39.148733
Average
Yes
Rarely
Condo
1,452
15,795
24
Female
32,367
Married
3
Bachelor's
Self-Employed
6.348037
Suburban
Premium
null
10
435
8
2022-04-24 15:21:39.187211
Poor
No
Weekly
House
1,195
15,796
19
Male
28,114
Married
3
Master's
null
17.812552
Urban
Basic
1
6
543
7
2020-06-07 15:21:39.194829
null
No
Rarely
House
1,298
15,797
46
Male
585
Divorced
1
Master's
Employed
12.715586
Rural
Comprehensive
0
7
654
9
2024-05-08 15:21:39.283783
Poor
Yes
Daily
House
100
15,798
43
Male
59,637
Married
2
Master's
Unemployed
38.258226
Rural
Basic
1
3
726
2
2019-08-20 15:21:39.274993
Average
No
Daily
Apartment
1,869
15,799
42
Male
786
Married
4
Bachelor's
null
34.422216
Suburban
Premium
1
2
846
4
2023-05-22 15:21:39.080440
Average
Yes
Weekly
Condo
2,462