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
17,700
28
Female
915
Divorced
3
Bachelor's
Employed
23.912986
Rural
Basic
0
7
479
6
2021-01-12 15:21:39.181605
Average
Yes
Weekly
Condo
788
17,701
24
Female
35,297
Divorced
1
Bachelor's
null
15.981979
Urban
Basic
1
9
466
9
2021-09-01 15:21:39.224915
Good
No
Monthly
Apartment
447
17,702
42
Male
103,517
Single
4
PhD
Unemployed
18.338637
Urban
Comprehensive
3
12
312
7
2023-10-04 15:21:39.155231
Average
Yes
Daily
Condo
1,744
17,703
48
Female
17,375
Divorced
2
Master's
Self-Employed
31.856131
Suburban
Basic
null
3
495
4
2023-01-05 15:21:39.226954
Good
No
Weekly
House
30
17,704
48
Female
33,047
Married
1
Master's
null
19.710053
Rural
Basic
1
12
524
3
2022-07-17 15:21:39.114118
Good
Yes
Daily
Condo
747
17,705
44
Female
122,376
Married
null
Bachelor's
Self-Employed
27.156866
Urban
Comprehensive
2
5
565
7
2024-05-01 15:21:39.096739
Average
No
Daily
Condo
2,034
17,706
45
Female
39,146
Married
null
Master's
Self-Employed
27.377823
Suburban
Comprehensive
null
0
786
4
2021-02-11 15:21:39.172097
null
No
Daily
Condo
1,329
17,707
53
Female
4,906
Single
1
PhD
Self-Employed
8.184825
Urban
Premium
0
14
null
5
2021-10-19 15:21:39.148733
null
Yes
Monthly
Apartment
1,359
17,708
37
Female
74,750
Married
1
Master's
null
24.167547
Suburban
Premium
0
2
514
8
2022-03-22 15:21:39.174719
Poor
Yes
Rarely
Condo
209
17,709
28
Male
11,031
Married
3
PhD
Self-Employed
49.039682
Suburban
Premium
null
11
775
9
2020-12-03 15:21:39.196387
Poor
Yes
Daily
Apartment
623
17,710
22
Female
27,862
Divorced
2
Bachelor's
Self-Employed
42.187734
Rural
Basic
1
6
null
3
2019-10-26 15:21:39.149731
Good
Yes
Weekly
House
37
17,711
43
Male
33,299
Divorced
3
Master's
null
35.44206
Rural
Premium
null
5
null
4
2020-04-20 15:21:39.205850
Good
No
Daily
House
2,145
17,712
30
Female
18,791
Divorced
2
PhD
Unemployed
27.95115
Urban
Basic
2
5
434
5
2021-01-12 15:21:39.285112
Average
No
Monthly
Condo
675
17,713
19
Female
1,367
Single
1
High School
Self-Employed
9.507324
Urban
Premium
1
19
null
7
2024-06-18 15:21:39.134960
Poor
Yes
Daily
House
2,294
17,714
64
Female
38,272
Married
1
PhD
Unemployed
16.829164
Rural
Comprehensive
null
19
376
4
2023-08-17 15:21:39.191219
Poor
No
Weekly
House
1,224
17,715
39
Female
15,380
Married
3
PhD
Employed
42.364036
Rural
Comprehensive
1
0
null
3
2024-05-13 15:21:39.175719
Poor
Yes
Monthly
House
1,521
17,716
57
Female
12,775
Divorced
2
Master's
Employed
23.636985
Urban
Premium
0
3
642
9
2023-03-01 15:21:39.146733
Poor
No
Monthly
Condo
511
17,717
27
Male
11,582
Divorced
1
Master's
null
38.457573
Rural
Comprehensive
null
19
null
8
2023-04-20 15:21:39.208842
Poor
Yes
Daily
House
1,365
17,718
18
Female
15,983
Married
3
High School
Self-Employed
45.161117
Rural
Premium
0
8
717
1
2022-05-08 15:21:39.176717
Average
No
Daily
Condo
1,216
17,719
21
Female
21,147
null
3
High School
null
6.664443
Rural
Premium
3
15
653
9
2019-09-15 15:21:39.155231
Poor
Yes
Daily
Apartment
182
17,720
64
Female
6,902
Single
3
Master's
Employed
8.994674
Suburban
Basic
0
1
null
2
2021-12-23 15:21:39.256696
Poor
Yes
Monthly
Condo
1,059
17,721
54
Female
3,694
Divorced
2
PhD
null
17.865524
Rural
Comprehensive
3
2
590
7
2019-08-20 15:21:39.164044
Average
Yes
Weekly
Apartment
1,423
17,722
36
Female
6,094
Single
2
Bachelor's
Employed
16.076168
Urban
Comprehensive
1
9
478
5
2024-04-16 15:21:39.188220
Average
Yes
Rarely
Apartment
29
17,723
20
Male
10,892
Divorced
0
PhD
null
28.055575
Rural
Basic
0
15
736
9
2022-01-13 15:21:39.106582
Poor
Yes
Rarely
Condo
1,041
17,724
45
Male
null
Single
1
Master's
Self-Employed
26.988534
Rural
Premium
2
14
519
2
2024-07-29 15:21:39.123711
Average
No
Daily
Condo
2,666
17,725
50
Female
1,496
Divorced
4
Bachelor's
null
18.156947
Urban
Comprehensive
null
0
525
8
2021-01-05 15:21:39.134960
Good
No
Rarely
Apartment
40
17,726
47
Female
106,977
Divorced
null
High School
Employed
18.311466
Suburban
Premium
2
5
801
5
2020-05-07 15:21:39.237118
Average
No
Rarely
Condo
1,829
17,727
18
Female
25,375
Divorced
4
High School
null
15.895476
Urban
Comprehensive
0
16
826
9
2020-09-20 15:21:39.289099
Poor
Yes
Rarely
Apartment
492
17,728
50
Female
1,344
Single
2
PhD
null
20.858138
Suburban
Basic
0
1
null
8
2022-12-03 15:21:39.155231
Good
No
Daily
House
434
17,729
54
Male
43,903
Single
null
PhD
Unemployed
47.139714
Suburban
Comprehensive
3
6
null
9
2023-03-17 15:21:39.281787
Average
Yes
Monthly
Condo
688
17,730
39
Male
106,179
Single
2
Master's
null
7.414855
Rural
Basic
null
7
398
1
2019-09-12 15:21:39.191219
Poor
No
Monthly
Condo
1,170
17,731
51
Male
43,485
Single
2
PhD
Unemployed
23.67343
Suburban
Premium
null
1
642
9
2022-10-28 15:21:39.085129
Average
Yes
Monthly
House
1,157
17,732
32
Male
17,078
Single
0
Master's
Unemployed
21.099886
Urban
Comprehensive
1
3
774
3
2024-02-04 15:21:39.231531
Average
No
Rarely
Condo
729
17,733
62
Female
57,279
Married
1
High School
Unemployed
13.65235
Rural
Comprehensive
2
1
544
4
2024-01-25 15:21:39.237118
Good
No
Daily
House
105
17,734
25
Female
140,156
Married
0
Bachelor's
Employed
37.235874
Urban
Comprehensive
2
8
351
4
2021-05-22 15:21:39.213373
Average
No
Rarely
House
806
17,735
46
Male
84,823
Single
0
High School
null
29.989532
Suburban
Comprehensive
2
13
353
5
2019-08-20 15:21:39.217387
null
No
Rarely
Apartment
1,207
17,736
58
Male
10,015
Divorced
3
Master's
Unemployed
21.276989
Urban
Basic
2
3
413
1
2020-07-09 15:21:39.186212
Average
Yes
Monthly
Apartment
912
17,737
63
Male
17,561
Divorced
null
PhD
Unemployed
20.892717
Urban
Premium
2
16
468
5
2021-09-21 15:21:39.155231
Good
Yes
Rarely
House
536
17,738
42
Male
4,625
Single
3
Master's
null
39.181515
Rural
Basic
0
3
410
7
2022-12-11 15:21:39.122134
Average
Yes
Daily
Condo
1,686
17,739
26
Female
18,515
Married
4
Master's
null
15.01758
Rural
Premium
2
6
706
2
2020-08-11 15:21:39.192212
null
No
Monthly
Apartment
936
17,740
63
Female
19,398
Single
0
High School
Employed
39.673789
Suburban
Premium
null
13
674
3
2022-10-22 15:21:39.134960
Average
No
Weekly
House
1,103
17,741
23
Female
6,977
Married
null
PhD
Unemployed
16.751284
Rural
Basic
1
10
null
8
2020-06-05 15:21:39.236064
Poor
No
Rarely
Apartment
397
17,742
40
Female
7,205
Divorced
0
Bachelor's
Employed
31.011546
Suburban
Comprehensive
0
10
null
6
2022-05-31 15:21:39.155231
null
Yes
Rarely
House
789
17,743
60
Female
79,853
Divorced
4
PhD
null
28.058945
Rural
Comprehensive
3
15
692
3
2023-03-31 15:21:39.249100
Good
Yes
Rarely
Apartment
2,628
17,744
32
Female
5,068
Divorced
2
Bachelor's
Unemployed
42.131436
Rural
Basic
1
19
769
1
2024-07-18 15:21:39.147735
Good
No
Weekly
Condo
1,265
17,745
59
Female
25,136
Divorced
4
Master's
Employed
19.823603
Urban
Basic
0
4
792
6
2021-02-10 15:21:39.134960
Poor
Yes
Rarely
Condo
37
17,746
64
Male
40,777
Married
null
Master's
Unemployed
8.03939
Urban
Comprehensive
0
0
null
5
2021-08-05 15:21:39.258696
Poor
Yes
Weekly
Condo
514
17,747
57
Male
48,724
Divorced
0
PhD
Employed
23.735998
Urban
Basic
2
5
584
3
2023-02-17 15:21:39.265513
Good
Yes
Monthly
House
241
17,748
59
Female
3,998
Single
null
Master's
Employed
18.047734
Urban
Comprehensive
2
18
727
7
2023-01-18 15:21:39.155231
Average
No
Weekly
House
119
17,749
50
Female
8,565
Divorced
0
Bachelor's
Unemployed
28.724
Rural
Basic
1
1
null
2
2023-01-17 15:21:39.155231
Good
Yes
Weekly
House
2,196
17,750
24
Male
7,906
Married
2
High School
null
8.470163
Rural
Premium
0
11
645
5
2020-08-10 15:21:39.261856
Poor
No
Monthly
Condo
2,025
17,751
26
Male
11,409
Married
2
Bachelor's
Unemployed
21.385417
Suburban
Comprehensive
null
2
814
6
2021-07-09 15:21:39.177724
Average
Yes
Weekly
House
1,687
17,752
37
Female
3,279
Divorced
4
High School
Unemployed
25.357726
Suburban
Premium
null
5
433
9
2021-11-18 15:21:39.173834
Good
No
Monthly
House
1,101
17,753
34
Female
null
Single
2
Bachelor's
Self-Employed
29.814827
Urban
Premium
1
1
344
1
2019-11-10 15:21:39.155231
Poor
No
Rarely
House
975
17,754
50
Male
11,094
Married
null
High School
Employed
44.246327
Suburban
Comprehensive
null
5
null
6
2021-01-13 15:21:39.281787
Average
Yes
Monthly
Condo
27
17,755
41
Female
18,119
Single
3
High School
Unemployed
31.685931
Rural
Basic
2
12
639
3
2021-06-28 15:21:39.176717
Poor
Yes
Weekly
Condo
1,029
17,756
61
Male
35,791
Single
1
PhD
Self-Employed
39.166529
Rural
Basic
0
9
839
7
2023-03-09 15:21:39.107553
Average
Yes
Monthly
Condo
1,005
17,757
41
Male
27,311
Married
0
Master's
Employed
17.839504
Suburban
Comprehensive
0
0
659
6
2021-11-25 15:21:39.244069
Poor
Yes
Weekly
Condo
3,416
17,758
27
Female
47,274
Divorced
1
High School
null
21.31461
Suburban
Premium
null
1
427
6
2023-03-03 15:21:39.117183
Good
No
Weekly
Condo
475
17,759
42
Male
19,449
Divorced
2
High School
Unemployed
19.141516
Suburban
Premium
null
0
836
4
2020-10-08 15:21:39.280784
Average
No
Weekly
Condo
4,002
17,760
55
Male
45,614
Divorced
2
PhD
Employed
null
Suburban
Basic
null
15
695
8
2023-10-25 15:21:39.155231
Average
No
Rarely
Apartment
938
17,761
56
Female
17,131
Divorced
2
High School
Employed
27.687062
Urban
Comprehensive
1
1
489
5
2021-08-09 15:21:39.155231
Good
No
Daily
Apartment
464
17,762
18
Male
66,838
Married
1
PhD
null
26.681351
Urban
Basic
null
12
472
6
2024-08-04 15:21:39.274993
Average
No
Weekly
Condo
2,859
17,763
null
Male
19,522
Divorced
3
High School
null
36.417834
Suburban
Comprehensive
null
2
823
9
2020-01-28 15:21:39.177724
Average
Yes
Daily
House
567
17,764
51
Male
null
Divorced
1
PhD
Employed
27.602813
Urban
Basic
null
11
419
6
2023-01-11 15:21:39.086123
Poor
Yes
Monthly
Condo
514
17,765
49
Male
2,658
Single
4
Master's
Employed
36.249748
Suburban
Premium
2
13
790
5
2019-12-03 15:21:39.098696
Good
No
Daily
Apartment
571
17,766
55
Female
16,963
Single
null
High School
Employed
14.338898
Rural
Comprehensive
4
2
472
6
2019-11-29 15:21:39.194829
null
Yes
Monthly
Apartment
991
17,767
48
Female
18,951
Married
null
Master's
Unemployed
10.24834
Urban
Comprehensive
null
0
558
4
2020-09-27 15:21:39.272456
Average
No
Monthly
House
1,108
17,768
40
Male
6,937
Single
3
PhD
null
13.58431
Rural
Basic
1
15
573
4
2022-08-06 15:21:39.260856
Average
No
Weekly
House
904
17,769
45
Male
17,263
Single
0
PhD
Unemployed
11.1717
Suburban
Comprehensive
0
18
497
6
2024-04-27 15:21:39.089116
Poor
Yes
Daily
House
573
17,770
33
Female
27,430
Divorced
4
PhD
Unemployed
43.362116
Suburban
Comprehensive
1
13
553
7
2021-09-17 15:21:39.126661
Average
Yes
Rarely
House
1,677
17,771
34
Female
6,834
Single
null
High School
Unemployed
7.107812
Urban
Comprehensive
null
17
550
8
2021-05-29 15:21:39.290098
Good
Yes
Daily
Apartment
1,922
17,772
25
Male
2,954
Divorced
1
Bachelor's
Employed
6.99697
Urban
Basic
null
19
657
9
2020-07-20 15:21:39.134960
null
No
Weekly
House
447
17,773
40
Male
14,750
Married
4
High School
null
21.839379
Urban
Basic
1
3
705
4
2021-08-05 15:21:39.091080
Average
Yes
Weekly
Condo
1,448
17,774
19
Male
18,078
Divorced
4
High School
null
43.638843
Urban
Basic
2
13
710
4
2023-12-08 15:21:39.155231
Poor
Yes
Monthly
Apartment
585
17,775
61
Male
1,709
Single
2
Master's
Unemployed
15.837268
Rural
Premium
2
5
438
6
2021-08-28 15:21:39.222387
Average
No
Rarely
Apartment
1,746
17,776
50
Female
7,973
Married
3
Bachelor's
null
14.297989
Suburban
Comprehensive
0
13
null
7
2024-01-19 15:21:39.182597
Good
No
Rarely
Apartment
3,275
17,777
47
Male
48,428
Married
4
Bachelor's
Self-Employed
13.292267
Rural
Comprehensive
null
11
713
3
2022-05-14 15:21:39.230483
null
No
Weekly
Condo
2,800
17,778
null
Female
null
Single
0
Bachelor's
null
21.376937
Suburban
Basic
2
6
396
3
2021-05-01 15:21:39.176717
Poor
Yes
Daily
Apartment
862
17,779
64
Male
26,142
Married
3
High School
Self-Employed
25.735672
Suburban
Comprehensive
2
19
725
6
2023-12-24 15:21:39.134960
Average
Yes
Daily
House
493
17,780
29
Female
40,930
Divorced
1
PhD
Employed
4.64984
Suburban
Premium
2
1
813
9
2022-02-01 15:21:39.201446
Average
No
Rarely
House
1,425
17,781
64
Male
28,886
Single
1
High School
Self-Employed
15.393896
Urban
Basic
1
4
830
1
2020-10-30 15:21:39.256696
Good
Yes
Weekly
Condo
939
17,782
35
Male
44,940
Divorced
0
PhD
null
null
Suburban
Comprehensive
0
4
531
6
2023-05-25 15:21:39.261856
Average
Yes
Weekly
House
635
17,783
28
Male
60,569
Divorced
1
Bachelor's
Employed
37.858402
Urban
Basic
1
17
446
1
2023-09-02 15:21:39.208842
Average
No
Monthly
House
931
17,784
34
Male
5,015
Married
2
Master's
Unemployed
19.361926
Urban
Comprehensive
0
12
485
1
2023-08-10 15:21:39.225916
Average
No
Monthly
Apartment
590
17,785
31
Female
38,645
Single
0
PhD
null
37.523537
Suburban
Premium
2
13
null
3
2021-11-03 15:21:39.281787
Average
Yes
Monthly
House
537
17,786
27
Male
15,126
Divorced
2
Bachelor's
Unemployed
42.849242
Rural
Comprehensive
null
17
null
1
2023-02-12 15:21:39.279729
Average
No
Daily
House
27
17,787
46
Female
18,313
Married
1
Master's
Employed
17.929082
Urban
Premium
1
6
668
7
2020-06-07 15:21:39.237118
Poor
No
Weekly
House
535
17,788
58
Female
3,775
Divorced
0
High School
Self-Employed
44.160675
Urban
Premium
1
16
null
6
2019-09-26 15:21:39.126661
Average
No
Rarely
House
689
17,789
48
Male
3,490
Married
2
PhD
null
20.28008
Suburban
Premium
2
12
655
6
2021-12-03 15:21:39.134960
Poor
Yes
Weekly
Apartment
596
17,790
25
Female
52,314
Married
1
High School
null
4.29574
Urban
Comprehensive
2
17
511
4
2022-02-19 15:21:39.265513
Poor
No
Daily
House
371
17,791
48
Female
17,300
Single
0
High School
Self-Employed
15.635931
Suburban
Basic
null
12
747
6
2020-09-07 15:21:39.260856
Poor
Yes
Weekly
House
597
17,792
33
Female
96,444
Single
3
PhD
Self-Employed
20.828409
Suburban
Comprehensive
2
5
498
1
2023-01-30 15:21:39.254678
Average
Yes
Monthly
Apartment
151
17,793
26
Male
15,104
Single
null
High School
null
42.9809
Suburban
Premium
2
17
841
4
2020-06-03 15:21:39.097737
Good
Yes
Weekly
Apartment
609
17,794
38
Male
2,492
Married
4
High School
Employed
22.148914
Urban
Basic
3
19
575
6
2021-09-28 15:21:39.165120
Average
Yes
Weekly
Condo
936
17,795
38
Female
14,058
Divorced
1
PhD
Employed
21.270816
Rural
Basic
0
0
667
5
2023-05-30 15:21:39.221386
Poor
Yes
Rarely
Apartment
1,726
17,796
47
Male
27,950
Divorced
1
Bachelor's
Self-Employed
18.79115
Rural
Premium
null
18
null
9
2024-07-09 15:21:39.134960
Average
Yes
Monthly
Condo
1,196
17,797
41
Female
74,547
Single
3
High School
null
17.988266
Urban
Basic
0
9
368
8
2020-07-18 15:21:39.181605
Average
Yes
Rarely
Apartment
1,112
17,798
61
Male
3,155
Single
1
High School
Employed
11.352971
Suburban
Basic
null
6
441
8
2020-11-15 15:21:39.134960
Average
Yes
Monthly
House
3,226
17,799
45
Male
17,339
Single
null
Master's
Self-Employed
18.99803
Suburban
Basic
1
9
785
1
2022-09-05 15:21:39.134960
Average
Yes
Daily
Apartment
1,015