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
1,184,700
41
Male
30,761
Divorced
4
High School
Unemployed
5.419432
Rural
Premium
0
18
683
1
2021-09-01 15:21:39.236064
Poor
No
Daily
House
239
1,184,701
43
Female
41,983
Married
1
Master's
Self-Employed
6.466949
Urban
Comprehensive
1
14
432
6
2021-07-02 15:21:39.093681
Good
No
Weekly
Condo
2,643
1,184,702
46
Female
3,616
Divorced
4
Master's
Self-Employed
50.749476
Rural
Basic
0
3
761
2
2020-10-27 15:21:39.085129
Average
No
Daily
Condo
1,828
1,184,703
36
Female
10,610
Married
1
Bachelor's
Self-Employed
16.272352
Rural
Comprehensive
0
2
716
1
2019-08-17 15:21:39.269494
Poor
Yes
Rarely
Apartment
1,834
1,184,704
32
Male
27,467
Single
3
Bachelor's
Unemployed
13.31403
Suburban
Comprehensive
1
2
790
7
2023-06-11 15:21:39.224915
Poor
Yes
Monthly
Apartment
803
1,184,705
36
Female
12,063
Married
1
Bachelor's
null
40.990586
Suburban
Premium
null
1
675
3
2022-10-29 15:21:39.168099
Good
Yes
Rarely
Condo
639
1,184,706
49
Male
16,097
Single
2
Bachelor's
null
43.585752
Rural
Comprehensive
0
19
487
3
2021-01-28 15:21:39.217387
null
No
Weekly
House
995
1,184,707
64
Female
52,659
Single
2
Bachelor's
null
9.181971
Urban
Premium
null
7
767
5
2020-05-27 15:21:39.106582
Average
Yes
Monthly
Apartment
239
1,184,708
31
Male
87,033
Divorced
2
High School
Employed
21.966394
Rural
Basic
0
12
455
2
2020-02-14 15:21:39.252145
null
No
Daily
Apartment
243
1,184,709
50
Female
16,054
Single
2
High School
Self-Employed
25.973284
Rural
Comprehensive
null
13
512
2
2023-06-05 15:21:39.092127
null
No
Monthly
Apartment
477
1,184,710
53
Female
9,630
Single
3
PhD
null
26.653859
Urban
Premium
0
12
null
1
2022-09-27 15:21:39.190215
Poor
No
Rarely
House
2,272
1,184,711
58
Female
44,959
Married
3
Master's
null
30.988679
Urban
Basic
1
0
604
8
2019-11-23 15:21:39.288099
Poor
Yes
Daily
House
658
1,184,712
53
Male
1,349
Single
4
PhD
Self-Employed
29.653659
Urban
Basic
0
1
581
5
2021-07-29 15:21:39.129190
null
Yes
Monthly
Apartment
1,520
1,184,713
34
Female
24,983
Single
null
Bachelor's
Employed
7.169939
Suburban
Comprehensive
null
2
650
3
2020-11-21 15:21:39.237118
Good
Yes
Monthly
House
1,873
1,184,714
null
Male
24,294
Divorced
3
High School
Unemployed
29.943118
Suburban
Basic
1
18
663
7
2019-10-12 15:21:39.233485
Average
No
Monthly
House
2,271
1,184,715
35
Male
33,072
Divorced
0
Bachelor's
Employed
33.826383
Rural
Premium
0
14
601
6
2023-11-17 15:21:39.079128
Good
No
Rarely
House
573
1,184,716
41
Female
2,359
Divorced
4
Bachelor's
Employed
49.667718
Urban
Basic
2
0
437
4
2020-07-24 15:21:39.083497
Average
Yes
Weekly
Apartment
792
1,184,717
34
Female
75,885
Married
1
Bachelor's
null
26.912679
Suburban
Basic
1
4
343
3
2022-03-05 15:21:39.134960
Average
No
Rarely
House
157
1,184,718
58
Male
29,062
Divorced
2
Master's
Self-Employed
29.179908
Urban
Basic
1
19
null
8
2023-10-05 15:21:39.154008
Poor
Yes
Weekly
Apartment
954
1,184,719
38
Male
1,367
Married
0
Master's
null
7.894631
Urban
Comprehensive
null
5
790
3
2021-12-14 15:21:39.091080
Good
No
Weekly
Apartment
29
1,184,720
42
Female
2,811
Divorced
4
Bachelor's
null
25.711179
Urban
Basic
1
12
425
3
2021-02-04 15:21:39.100695
Average
Yes
Daily
Apartment
1,242
1,184,721
22
Female
9,069
Married
4
Bachelor's
Self-Employed
21.926698
Suburban
Comprehensive
0
11
783
8
2019-12-19 15:21:39.237118
Poor
No
Rarely
House
2,543
1,184,722
56
Male
67,501
Married
1
Master's
Unemployed
23.913303
Rural
Basic
0
3
674
2
2021-06-28 15:21:39.134960
Average
No
Rarely
House
274
1,184,723
52
Female
39,718
Married
3
High School
Employed
22.726828
Urban
Premium
0
14
null
8
2024-02-19 15:21:39.125660
Good
Yes
Daily
Condo
577
1,184,724
25
Male
8,094
Single
null
Bachelor's
Self-Employed
33.049483
Urban
Premium
1
6
642
3
2021-11-03 15:21:39.117183
Average
Yes
Monthly
House
1,762
1,184,725
20
Female
86,404
Divorced
1
Bachelor's
Self-Employed
22.955402
Rural
Comprehensive
1
5
411
2
2023-04-05 15:21:39.114118
null
Yes
Rarely
House
47
1,184,726
47
Male
34,213
Divorced
4
High School
Self-Employed
16.958021
Rural
Comprehensive
1
9
null
8
2021-10-22 15:21:39.178918
Poor
Yes
Rarely
House
837
1,184,727
25
Male
970
Married
4
Bachelor's
Employed
31.63941
Urban
Basic
1
9
333
2
2021-12-18 15:21:39.229482
Poor
No
Daily
House
278
1,184,728
32
Female
5,515
Single
4
High School
Employed
15.063718
Rural
Premium
null
15
587
7
2022-08-19 15:21:39.093681
Poor
Yes
Monthly
Condo
1,172
1,184,729
26
Female
1,815
Divorced
null
Master's
Employed
23.026833
Rural
Comprehensive
2
0
329
9
2021-02-16 15:21:39.173834
Good
No
Monthly
House
3,435
1,184,730
41
Male
25,984
Divorced
4
High School
Employed
null
Suburban
Premium
0
11
766
2
2023-03-28 15:21:39.209847
Good
Yes
Daily
Apartment
3,166
1,184,731
53
Female
26,889
Divorced
0
Bachelor's
Employed
16.67592
Rural
Basic
1
7
567
8
2020-04-18 15:21:39.149731
Poor
No
Rarely
Apartment
101
1,184,732
53
Male
857
Single
2
High School
Employed
25.481351
Urban
Basic
0
18
518
3
2023-09-02 15:21:39.230483
Good
No
Daily
Condo
77
1,184,733
55
Male
5,515
Married
null
Bachelor's
Self-Employed
24.286498
Urban
Comprehensive
null
6
null
9
2020-05-29 15:21:39.155231
Poor
Yes
Weekly
Condo
1,436
1,184,734
46
Female
6,965
Single
4
High School
Unemployed
31.088841
Suburban
Comprehensive
2
5
555
2
2023-08-09 15:21:39.133866
Good
No
Monthly
Condo
524
1,184,735
39
Male
105,948
Married
4
Master's
Employed
19.139734
Rural
Comprehensive
null
19
603
5
2019-10-15 15:21:39.289099
Poor
No
Monthly
Apartment
2,031
1,184,736
64
Male
8,881
Married
1
Bachelor's
null
25.670826
Urban
Basic
1
19
null
9
2022-02-19 15:21:39.237118
Average
Yes
Daily
Condo
2,023
1,184,737
31
Female
27,383
Married
3
Master's
Self-Employed
33.086765
Urban
Comprehensive
2
14
810
7
2022-12-07 15:21:39.091080
Poor
Yes
Monthly
Apartment
1,485
1,184,738
33
Male
17,778
Divorced
0
Master's
null
30.924721
Rural
Comprehensive
1
1
832
1
2023-07-01 15:21:39.279729
Good
Yes
Monthly
Condo
2,837
1,184,739
57
Male
86,309
Single
4
High School
Self-Employed
9.913446
Rural
Premium
0
10
433
9
2020-07-15 15:21:39.269494
Average
Yes
Weekly
Apartment
683
1,184,740
41
Female
20,172
Divorced
1
Master's
null
24.551204
Suburban
Comprehensive
0
7
828
4
2022-10-09 15:21:39.170099
Poor
No
Monthly
Apartment
2,960
1,184,741
62
Male
28,982
Divorced
0
High School
Self-Employed
26.492468
Suburban
Basic
1
4
574
1
2020-05-17 15:21:39.152732
Good
No
Monthly
House
476
1,184,742
50
Male
30,663
Married
0
Master's
null
15.05819
Rural
Premium
null
13
549
3
2020-06-12 15:21:39.082499
Average
No
Monthly
Apartment
1,461
1,184,743
30
Male
146,819
Divorced
0
High School
Employed
31.357844
Urban
Comprehensive
0
14
472
9
2022-05-29 15:21:39.187211
Poor
No
Monthly
Condo
2,313
1,184,744
22
Male
54,427
Single
1
High School
null
33.488909
Urban
Premium
null
10
659
8
2019-10-29 15:21:39.134960
Average
Yes
Monthly
Condo
1,853
1,184,745
40
Male
645
Divorced
1
PhD
Self-Employed
32.958483
Urban
Basic
1
6
null
7
2022-01-16 15:21:39.134819
Poor
No
Weekly
Condo
20
1,184,746
59
Male
5,055
Divorced
3
PhD
Employed
38.70409
Rural
Basic
null
6
607
5
2020-09-06 15:21:39.155231
Good
Yes
Rarely
Apartment
2,141
1,184,747
58
Female
43,414
Divorced
4
Bachelor's
Self-Employed
null
Suburban
Comprehensive
null
4
729
8
2022-04-19 15:21:39.209847
Poor
Yes
Rarely
House
1,465
1,184,748
46
Female
15,123
Divorced
3
Bachelor's
Unemployed
null
Rural
Basic
2
18
626
5
2022-03-08 15:21:39.103944
Average
No
Monthly
House
685
1,184,749
41
Female
81,230
Divorced
1
Master's
Self-Employed
16.299821
Rural
Comprehensive
5
10
615
2
2019-09-01 15:21:39.118178
Poor
No
Rarely
Apartment
130
1,184,750
39
Female
1,178
Married
3
Bachelor's
null
11.844101
Urban
Comprehensive
1
10
521
1
2019-10-06 15:21:39.155231
Average
Yes
Daily
Apartment
2,134
1,184,751
22
Male
null
Single
2
Bachelor's
null
18.634312
Suburban
Basic
1
9
360
4
2023-11-12 15:21:39.163789
Poor
No
Rarely
House
358
1,184,752
19
Male
3,326
Married
null
PhD
null
43.644069
Suburban
Basic
0
10
567
6
2024-06-16 15:21:39.211806
Good
Yes
Rarely
Apartment
30
1,184,753
48
Female
61,542
Married
null
Bachelor's
null
21.992957
Urban
Comprehensive
2
5
689
4
2022-08-27 15:21:39.081504
Good
Yes
Monthly
House
2,868
1,184,754
45
Male
32,992
Married
2
High School
Employed
19.813864
Suburban
Basic
0
0
305
1
2023-08-22 15:21:39.101733
Good
Yes
Weekly
Apartment
3,274
1,184,755
37
Female
52,646
Single
2
PhD
null
28.029511
Urban
Premium
2
5
447
3
2023-09-14 15:21:39.174719
Poor
Yes
Daily
Apartment
1,814
1,184,756
60
Female
31,467
null
4
Bachelor's
Unemployed
6.013322
Rural
Comprehensive
3
2
423
8
2019-09-28 15:21:39.191219
Poor
No
Monthly
Condo
519
1,184,757
54
Female
18,209
Divorced
4
Bachelor's
null
12.788693
Urban
Basic
null
12
490
8
2021-03-22 15:21:39.172097
Good
Yes
Monthly
House
1,241
1,184,758
55
Female
10,948
Married
2
Master's
Self-Employed
36.098866
Rural
Premium
1
10
838
7
2022-12-07 15:21:39.102694
null
No
Daily
Apartment
1,094
1,184,759
47
Male
1,724
Married
4
High School
null
18.739681
Urban
Basic
0
8
330
6
2022-01-21 15:21:39.092127
Poor
Yes
Daily
Apartment
850
1,184,760
54
Female
2,979
Married
4
PhD
Self-Employed
27.794676
Rural
Comprehensive
null
14
696
4
2022-10-22 15:21:39.131192
null
No
Weekly
Condo
902
1,184,761
54
Male
82,893
Divorced
0
Master's
Employed
25.159768
Suburban
Premium
3
18
613
2
2021-02-13 15:21:39.172097
null
No
Rarely
House
2,585
1,184,762
19
Female
2,077
Divorced
4
Bachelor's
Self-Employed
8.143527
Urban
Premium
2
2
479
3
2023-02-21 15:21:39.237118
Poor
Yes
Monthly
Condo
2,345
1,184,763
23
Male
13,283
Single
1
Master's
null
43.813293
Urban
Premium
0
9
null
1
2020-01-05 15:21:39.134960
Good
Yes
Weekly
Apartment
1,803
1,184,764
28
Female
23,115
Married
4
PhD
Self-Employed
26.966703
Rural
Basic
0
0
null
9
2024-02-25 15:21:39.092127
Average
Yes
Daily
House
668
1,184,765
20
Male
55,637
Single
3
Bachelor's
null
36.93725
Suburban
Comprehensive
1
5
314
4
2023-02-26 15:21:39.245086
Poor
Yes
Monthly
House
824
1,184,766
44
Male
2,907
Married
1
Master's
Employed
34.012745
Suburban
Premium
3
11
444
7
2020-01-02 15:21:39.182597
Average
Yes
Monthly
Condo
467
1,184,767
48
Male
89,940
Single
2
PhD
Employed
26.782966
Suburban
Basic
2
5
688
1
2022-11-21 15:21:39.100695
Good
Yes
Weekly
Apartment
223
1,184,768
37
Male
1,067
Single
0
PhD
Unemployed
18.072989
Suburban
Comprehensive
null
19
711
2
2019-10-17 15:21:39.079128
Poor
Yes
Daily
Apartment
29
1,184,769
53
Female
28,332
Divorced
2
Master's
Self-Employed
47.117006
Urban
Premium
null
19
549
4
2020-09-23 15:21:39.095696
Good
Yes
Daily
Condo
522
1,184,770
32
Male
121,876
Single
2
PhD
null
19.078879
Rural
Comprehensive
1
6
406
9
2020-09-12 15:21:39.274993
Average
No
Monthly
Apartment
1,090
1,184,771
33
Female
15,128
Married
0
High School
null
20.569465
Urban
Comprehensive
3
17
760
4
2022-12-29 15:21:39.168099
Poor
Yes
Weekly
Apartment
1,018
1,184,772
41
Male
25,003
Single
2
High School
Unemployed
10.923449
Suburban
Premium
1
12
621
6
2020-12-27 15:21:39.134960
Good
No
Monthly
Condo
954
1,184,773
28
Male
61,877
Divorced
null
Master's
Unemployed
null
Urban
Premium
2
18
578
9
2022-04-12 15:21:39.201446
Good
Yes
Rarely
Condo
431
1,184,774
57
Female
57,161
Divorced
0
Bachelor's
Unemployed
21.946644
Rural
Comprehensive
null
12
330
7
2021-12-11 15:21:39.096739
Good
Yes
Rarely
Apartment
57
1,184,775
58
Male
102,372
Married
2
PhD
Self-Employed
13.373418
Urban
Basic
0
10
456
6
2019-12-11 15:21:39.249100
Poor
No
Daily
House
1,187
1,184,776
63
Male
3,518
Divorced
4
PhD
Unemployed
15.783321
Suburban
Basic
null
18
454
6
2023-01-31 15:21:39.289099
Average
No
Monthly
Condo
437
1,184,777
53
Female
91,264
Divorced
1
Bachelor's
Self-Employed
34.896834
Suburban
Comprehensive
1
9
459
9
2022-10-24 15:21:39.246098
Average
Yes
Rarely
Condo
39
1,184,778
43
Male
40,597
Single
1
High School
Employed
39.833764
Urban
Comprehensive
null
6
471
3
2023-05-03 15:21:39.082499
Good
No
Rarely
House
539
1,184,779
50
Female
2,688
Single
null
High School
null
30.206582
Suburban
Comprehensive
1
3
635
2
2024-05-01 15:21:39.134960
Good
No
Weekly
Condo
239
1,184,780
37
Female
550
Married
3
PhD
null
51.955118
Rural
Premium
null
15
463
7
2022-09-22 15:21:39.128286
Average
No
Monthly
Condo
859
1,184,781
22
Male
61,720
Single
1
PhD
null
9.653971
Rural
Comprehensive
0
15
455
3
2020-03-05 15:21:39.261856
null
Yes
Weekly
Condo
24
1,184,782
26
Female
39,726
Divorced
0
High School
null
14.984107
Rural
Premium
0
15
312
6
2024-01-11 15:21:39.105504
Average
No
Rarely
House
743
1,184,783
45
Female
17,891
Married
4
High School
null
25.898388
Urban
Premium
0
1
652
6
2023-04-22 15:21:39.155231
Average
Yes
Monthly
Condo
718
1,184,784
46
Male
27,358
Married
4
Master's
null
17.730739
Urban
Basic
1
15
823
6
2021-08-22 15:21:39.081504
Poor
No
Rarely
House
1,192
1,184,785
63
Male
29,806
null
4
High School
Self-Employed
38.73958
Urban
Comprehensive
0
12
null
6
2023-11-15 15:21:39.133866
Good
No
Daily
Apartment
779
1,184,786
49
Female
829
Single
1
High School
Unemployed
29.379961
Rural
Premium
0
7
800
7
2020-04-11 15:21:39.128286
Poor
Yes
Rarely
Condo
2,482
1,184,787
25
Female
null
Divorced
1
Bachelor's
Self-Employed
3.038153
Rural
Premium
null
8
507
2
2020-12-30 15:21:39.204201
Poor
Yes
Monthly
Apartment
262
1,184,788
49
Male
49,069
Married
0
High School
null
10.824884
Rural
Comprehensive
1
8
438
2
2021-11-28 15:21:39.276901
Poor
Yes
Rarely
Apartment
362
1,184,789
30
Female
17,132
Divorced
2
High School
Unemployed
15.816388
Suburban
Comprehensive
null
12
790
8
2022-05-20 15:21:39.225916
Good
Yes
Weekly
House
2,144
1,184,790
48
Female
31,678
Married
0
Bachelor's
Employed
41.735788
Urban
Basic
null
2
679
9
2023-09-21 15:21:39.134960
Poor
No
Daily
Condo
2,779
1,184,791
46
Male
18,368
Divorced
3
High School
Employed
30.948495
Rural
Premium
null
4
673
2
2024-04-27 15:21:39.100695
Average
Yes
Daily
House
712
1,184,792
50
Male
34,298
Divorced
2
Bachelor's
Unemployed
37.72481
Suburban
Premium
0
6
774
7
2024-01-06 15:21:39.111551
Poor
Yes
Daily
Apartment
2,036
1,184,793
40
Female
148,830
Married
1
Master's
Unemployed
30.48651
Rural
Premium
3
2
767
1
2023-03-25 15:21:39.204790
Good
Yes
Monthly
Apartment
23
1,184,794
36
Female
54,450
Divorced
2
Master's
Employed
26.797094
Urban
Basic
null
8
366
9
2024-05-10 15:21:39.207847
Poor
Yes
Daily
Condo
552
1,184,795
18
Female
901
Divorced
1
Master's
Self-Employed
35.819311
Urban
Premium
null
7
588
9
2021-06-27 15:21:39.092127
Good
Yes
Monthly
House
143
1,184,796
60
Male
26,845
Single
2
High School
Self-Employed
37.898666
Suburban
Comprehensive
1
2
null
9
2021-01-10 15:21:39.256696
Good
Yes
Daily
Condo
3,274
1,184,797
26
Female
764
Single
2
High School
null
18.917956
Suburban
Premium
2
9
null
8
2020-12-07 15:21:39.155231
Good
No
Daily
House
1,746
1,184,798
25
Female
1,795
Divorced
0
High School
null
17.639052
Rural
Premium
null
11
629
9
2019-12-21 15:21:39.134960
Average
No
Weekly
Apartment
393
1,184,799
53
Male
44,736
Single
1
High School
Employed
28.422634
Rural
Comprehensive
null
6
584
2
2021-11-11 15:21:39.248098
Poor
Yes
Weekly
House
1,206