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
1,162,800
62
Male
43,882
Married
1
High School
Self-Employed
24.723557
Rural
Comprehensive
1
14
601
4
2023-01-01 15:21:39.211806
Average
Yes
Weekly
House
1,148
1,162,801
28
Male
51,732
null
1
High School
Self-Employed
32.639807
Urban
Basic
null
2
394
6
2022-03-01 15:21:39.274993
Average
No
Monthly
Condo
1,317
1,162,802
55
Male
2,651
Married
0
Master's
Employed
8.652945
Rural
Premium
4
16
614
8
2021-11-22 15:21:39.134960
Poor
No
Daily
Condo
648
1,162,803
54
Male
44,732
Single
null
High School
Employed
null
Urban
Comprehensive
1
16
null
1
2024-02-14 15:21:39.172097
Average
Yes
Monthly
Apartment
2,040
1,162,804
56
Female
81,454
Married
1
High School
Self-Employed
43.331144
Rural
Premium
0
11
368
3
2021-05-13 15:21:39.134960
Poor
No
Daily
Apartment
601
1,162,805
20
Male
623
Married
1
High School
Employed
40.748945
Rural
Comprehensive
null
13
541
4
2020-01-28 15:21:39.273973
Average
No
Weekly
Condo
34
1,162,806
24
Female
34,386
Single
1
Bachelor's
Self-Employed
40.845449
Suburban
Premium
1
10
342
1
2023-08-24 15:21:39.082499
Good
No
Monthly
Condo
1,449
1,162,807
38
Male
7,991
Married
2
PhD
null
null
Urban
Premium
0
17
791
6
2020-04-27 15:21:39.168099
Average
No
Daily
House
1,337
1,162,808
25
Male
92,387
Married
0
PhD
null
44.934648
Rural
Comprehensive
0
6
440
7
2021-08-28 15:21:39.208842
Poor
Yes
Daily
House
555
1,162,809
29
Male
3,859
Divorced
4
PhD
Self-Employed
34.397802
Suburban
Basic
1
12
805
5
2019-09-27 15:21:39.134960
Good
No
Monthly
House
961
1,162,810
39
Male
29,077
Single
1
Bachelor's
null
27.876352
Urban
Premium
null
1
583
8
2020-12-01 15:21:39.188220
Average
No
Monthly
House
728
1,162,811
59
Female
52,410
Married
2
High School
null
50.925969
Suburban
Comprehensive
0
10
453
3
2023-10-01 15:21:39.173834
Poor
No
Monthly
Apartment
651
1,162,812
31
Female
14,332
Divorced
0
PhD
Unemployed
23.808828
Urban
Basic
null
18
723
1
2023-09-07 15:21:39.197445
Good
No
Daily
Apartment
184
1,162,813
27
Male
3,308
Single
1
Bachelor's
Employed
34.290622
Urban
Premium
1
17
785
7
2020-10-14 15:21:39.261856
Average
Yes
Monthly
House
2,077
1,162,814
28
Female
18,077
Married
0
Master's
Unemployed
7.819196
Suburban
Basic
0
9
null
9
2023-04-02 15:21:39.289099
Good
No
Daily
Condo
532
1,162,815
23
Male
71,215
Divorced
0
PhD
Employed
32.691579
Rural
Basic
0
6
453
2
2023-05-05 15:21:39.261856
Average
Yes
Rarely
Apartment
830
1,162,816
32
Male
20,237
Single
1
PhD
Employed
23.334071
Urban
Comprehensive
0
6
438
3
2022-05-19 15:21:39.274993
Good
No
Rarely
House
548
1,162,817
26
Female
3,483
Single
null
Bachelor's
null
47.505741
Suburban
Premium
1
14
668
7
2020-11-08 15:21:39.116179
Poor
No
Weekly
Apartment
2,155
1,162,818
null
Female
null
null
1
Master's
Employed
33.885105
Suburban
Comprehensive
1
19
449
6
2021-08-13 15:21:39.082499
Good
No
Daily
House
1,206
1,162,819
36
Male
5,068
Married
4
Master's
Unemployed
23.078612
Rural
Basic
0
3
690
1
2022-10-14 15:21:39.134960
Average
No
Daily
House
479
1,162,820
28
Female
14,499
Single
4
PhD
Employed
49.655527
Suburban
Basic
null
3
500
3
2020-05-16 15:21:39.114118
Good
No
Rarely
Apartment
228
1,162,821
26
Female
null
Divorced
3
Master's
null
27.085247
Suburban
Comprehensive
0
12
416
9
2022-12-25 15:21:39.264504
null
Yes
Monthly
Apartment
1,611
1,162,822
26
Female
null
Single
2
PhD
Self-Employed
10.082629
Urban
Basic
1
5
673
3
2023-06-15 15:21:39.276901
null
Yes
Weekly
House
3,698
1,162,823
45
Female
759
Single
3
PhD
Self-Employed
45.634209
Suburban
Premium
2
10
null
5
2022-08-18 15:21:39.171102
Good
No
Rarely
Apartment
861
1,162,824
38
Male
28,450
Single
2
Master's
Self-Employed
24.038168
Urban
Basic
1
13
728
8
2021-10-19 15:21:39.079128
Average
Yes
Rarely
Condo
2,305
1,162,825
63
Female
null
Married
1
Master's
null
null
Rural
Comprehensive
null
15
677
3
2024-02-27 15:21:39.134960
Poor
Yes
Weekly
House
36
1,162,826
50
Female
10,172
Married
0
High School
Self-Employed
46.859365
Urban
Comprehensive
2
0
463
6
2024-04-02 15:21:39.264504
Poor
No
Weekly
Condo
784
1,162,827
44
Male
83,914
Single
3
PhD
Unemployed
27.944905
Urban
Premium
null
4
369
2
2024-03-02 15:21:39.258696
Average
Yes
Daily
Apartment
2,652
1,162,828
51
Female
10,197
Single
0
High School
null
26.291813
Suburban
Comprehensive
1
6
469
2
2023-01-19 15:21:39.190215
Poor
No
Daily
Apartment
612
1,162,829
18
Female
35,424
Divorced
null
Bachelor's
Self-Employed
30.71735
Suburban
Premium
null
4
685
5
2023-05-30 15:21:39.088124
Good
Yes
Rarely
Condo
545
1,162,830
50
Female
77,948
Married
4
High School
null
13.157007
Rural
Basic
1
4
359
7
2022-03-06 15:21:39.146733
Good
No
Weekly
House
568
1,162,831
54
Male
15,210
Single
3
High School
Self-Employed
35.437914
Rural
Premium
2
5
632
5
2020-01-22 15:21:39.182597
Good
No
Rarely
House
463
1,162,832
61
Female
10,084
Divorced
3
High School
Unemployed
28.818256
Urban
Basic
2
2
837
9
2021-01-30 15:21:39.172097
Poor
Yes
Rarely
Apartment
668
1,162,833
40
Male
71,568
Single
2
High School
null
28.827092
Rural
Premium
2
7
552
4
2023-05-12 15:21:39.081504
Poor
No
Monthly
Apartment
2,186
1,162,834
44
Female
15,966
Divorced
1
PhD
Employed
35.816118
Suburban
Comprehensive
null
19
null
7
2021-02-06 15:21:39.134960
Average
Yes
Monthly
Condo
668
1,162,835
44
Male
124,532
Single
1
High School
null
50.390558
Urban
Comprehensive
1
10
455
4
2020-02-21 15:21:39.237118
Good
Yes
Monthly
House
479
1,162,836
42
Male
49,437
Single
1
High School
Self-Employed
9.859473
Rural
Basic
2
3
582
3
2019-11-09 15:21:39.172097
Average
No
Rarely
House
3,160
1,162,837
38
Female
3,645
Married
0
PhD
Unemployed
27.859037
Rural
Basic
2
16
null
3
2021-12-28 15:21:39.155231
Average
No
Monthly
Apartment
567
1,162,838
19
Female
132,317
Single
null
Bachelor's
Unemployed
42.585786
Rural
Comprehensive
1
3
758
4
2022-11-18 15:21:39.289099
Average
Yes
Rarely
Condo
188
1,162,839
29
Female
18,794
Single
null
High School
null
10.690545
Urban
Premium
2
1
375
6
2021-06-08 15:21:39.090124
Good
No
Weekly
Condo
3,120
1,162,840
52
Female
71,457
Divorced
4
Bachelor's
Unemployed
9.817553
Urban
Comprehensive
null
17
370
6
2024-05-27 15:21:39.087123
Average
Yes
Daily
House
546
1,162,841
56
Female
33,159
Married
null
Bachelor's
Employed
43.818847
Urban
Premium
0
19
461
2
2023-08-27 15:21:39.177724
Poor
Yes
Daily
House
716
1,162,842
25
Male
18,053
Single
1
Master's
Self-Employed
38.354963
Urban
Premium
null
9
800
6
2021-05-24 15:21:39.237118
Average
Yes
Monthly
House
1,995
1,162,843
28
Female
116,634
Single
0
PhD
Employed
43.382271
Suburban
Premium
2
1
406
6
2024-03-21 15:21:39.204790
Good
No
Monthly
Apartment
681
1,162,844
null
Male
5,731
Single
0
High School
Self-Employed
51.252381
Urban
Premium
0
1
797
4
2021-09-11 15:21:39.201446
Poor
Yes
Monthly
Condo
1,217
1,162,845
27
Male
3,088
Divorced
1
Bachelor's
Unemployed
17.816963
Rural
Premium
1
9
null
9
2019-12-23 15:21:39.271453
Poor
No
Weekly
Condo
810
1,162,846
52
Male
82,666
Single
4
Bachelor's
Unemployed
null
Rural
Comprehensive
0
1
437
8
2022-11-14 15:21:39.207847
Average
Yes
Daily
Condo
891
1,162,847
45
Female
73,472
Married
1
Master's
Employed
18.923215
Rural
Basic
1
17
731
9
2019-12-29 15:21:39.279729
Good
No
Weekly
Apartment
2,323
1,162,848
21
Male
27,696
Single
2
PhD
Self-Employed
23.829291
Urban
Basic
null
6
551
8
2022-02-13 15:21:39.270454
Good
Yes
Monthly
House
715
1,162,849
40
Female
14,791
Married
2
Master's
null
34.385044
Suburban
Comprehensive
0
2
350
1
2019-12-14 15:21:39.184157
Average
Yes
Rarely
Condo
696
1,162,850
47
Male
16,274
Married
0
Bachelor's
Employed
35.298727
Suburban
Comprehensive
1
8
728
9
2021-05-21 15:21:39.095696
Good
Yes
Daily
Apartment
464
1,162,851
23
Male
51,705
Single
2
PhD
Unemployed
26.074093
Suburban
Basic
1
12
380
4
2021-11-13 15:21:39.102694
Average
No
Rarely
Apartment
1,937
1,162,852
41
Male
18,175
Married
2
Master's
Employed
19.270413
Urban
Comprehensive
1
2
492
2
2021-03-08 15:21:39.080440
Poor
No
Monthly
House
845
1,162,853
28
Male
46,018
Single
0
Master's
Unemployed
31.377068
Rural
Basic
null
1
623
9
2022-03-05 15:21:39.252145
Poor
Yes
Monthly
Condo
1,554
1,162,854
25
Male
28,378
Single
null
Bachelor's
Self-Employed
33.872197
Urban
Comprehensive
0
6
679
9
2023-11-07 15:21:39.279729
Poor
No
Daily
Apartment
1,359
1,162,855
47
Female
97,594
Single
null
PhD
null
30.937207
Urban
Basic
2
5
null
9
2022-03-27 15:21:39.149731
Good
No
Rarely
Apartment
115
1,162,856
18
Male
34,298
Divorced
0
Master's
Self-Employed
24.582345
Suburban
Premium
null
14
542
9
2024-05-15 15:21:39.098696
Poor
Yes
Monthly
Condo
596
1,162,857
59
Male
13,118
Single
1
Bachelor's
Self-Employed
9.847139
Suburban
Basic
1
11
331
6
2022-09-17 15:21:39.131192
Poor
No
Daily
House
669
1,162,858
28
Male
3,489
Divorced
4
High School
Unemployed
null
Urban
Basic
0
3
null
2
2022-03-24 15:21:39.176717
Good
Yes
Monthly
Condo
742
1,162,859
35
Female
56,749
Divorced
2
Bachelor's
Employed
22.907865
Urban
Basic
0
10
505
9
2024-08-14 15:21:39.280784
Good
No
Daily
Apartment
221
1,162,860
58
Male
45,969
Divorced
1
Master's
Unemployed
47.284443
Rural
Premium
1
0
806
1
2023-06-01 15:21:39.263607
Poor
No
Monthly
House
830
1,162,861
52
Female
26,961
Married
4
High School
Self-Employed
6.777323
Rural
Basic
1
2
656
6
2020-08-08 15:21:39.134960
null
Yes
Daily
House
21
1,162,862
35
Male
54,329
Divorced
null
Bachelor's
Self-Employed
49.977743
Rural
Comprehensive
null
10
690
1
2019-09-22 15:21:39.151732
Poor
Yes
Weekly
Apartment
74
1,162,863
49
Male
93,518
Single
null
PhD
null
5.764431
Rural
Comprehensive
null
18
431
7
2022-10-23 15:21:39.285112
Poor
No
Rarely
Condo
586
1,162,864
43
Male
26,985
Married
0
Bachelor's
Employed
20.845342
Urban
Basic
2
17
null
2
2020-07-05 15:21:39.143708
Poor
Yes
Weekly
House
1,513
1,162,865
37
Female
242
Single
null
Bachelor's
Self-Employed
19.912428
Rural
Comprehensive
1
9
448
5
2020-06-19 15:21:39.174719
Average
No
Weekly
Condo
369
1,162,866
63
Female
23,518
Divorced
1
Master's
null
15.153321
Suburban
Basic
1
10
316
8
2019-09-08 15:21:39.132191
Poor
Yes
Daily
Condo
733
1,162,867
19
Female
28,110
Married
0
High School
Unemployed
21.705614
Suburban
Basic
0
2
621
9
2020-05-15 15:21:39.229482
Good
No
Monthly
Condo
324
1,162,868
59
Female
64,500
Married
0
PhD
Employed
16.263216
Urban
Premium
0
12
312
5
2023-06-16 15:21:39.197445
Good
No
Daily
Condo
1,019
1,162,869
19
Female
16,107
Single
1
Master's
Self-Employed
5.049127
Urban
Comprehensive
null
15
812
5
2023-08-22 15:21:39.192212
Average
No
Daily
Condo
662
1,162,870
29
Female
62,927
Single
0
Bachelor's
Self-Employed
51.674819
Urban
Premium
null
13
589
8
2022-11-10 15:21:39.225916
Good
No
Weekly
House
608
1,162,871
25
Female
43,881
Divorced
0
PhD
Self-Employed
15.838206
Rural
Comprehensive
1
16
489
1
2024-01-17 15:21:39.093681
Average
No
Rarely
Condo
1,883
1,162,872
37
Female
2,876
Single
4
High School
Self-Employed
23.091769
Suburban
Premium
null
4
678
8
2023-01-16 15:21:39.095696
null
Yes
Weekly
Condo
22
1,162,873
24
Female
26,963
Divorced
3
Bachelor's
null
25.261225
Urban
Premium
0
0
null
1
2023-05-17 15:21:39.187211
Good
No
Rarely
Apartment
2,063
1,162,874
35
Female
5,538
Divorced
3
Bachelor's
Self-Employed
46.441595
Rural
Basic
2
12
null
7
2022-02-09 15:21:39.079128
Average
No
Monthly
Condo
468
1,162,875
46
Female
3,872
Single
0
PhD
Employed
11.837447
Rural
Basic
null
8
753
1
2021-03-23 15:21:39.223901
Poor
No
Weekly
Condo
2,447
1,162,876
57
Female
9,444
Divorced
3
Bachelor's
Employed
30.492132
Suburban
Comprehensive
5
2
817
8
2023-04-19 15:21:39.257696
Good
Yes
Daily
House
947
1,162,877
59
Male
5,094
Divorced
null
High School
Self-Employed
7.064843
Rural
Basic
null
5
null
6
2021-05-04 15:21:39.134960
Good
No
Rarely
Condo
893
1,162,878
45
Female
17,071
Divorced
3
Bachelor's
Unemployed
38.003049
Suburban
Premium
null
11
null
7
2023-08-09 15:21:39.095696
Poor
Yes
Weekly
House
1,784
1,162,879
23
Male
2,789
Single
4
PhD
Employed
10.839326
Rural
Basic
null
17
468
2
2023-08-01 15:21:39.134960
Good
No
Monthly
Condo
744
1,162,880
19
Male
57,688
Single
0
Bachelor's
Self-Employed
31.938962
Rural
Premium
1
9
468
2
2023-07-30 15:21:39.100695
Average
No
Monthly
Condo
257
1,162,881
64
Male
5,817
Divorced
3
Master's
Self-Employed
37.890524
Urban
Premium
0
12
731
2
2020-07-03 15:21:39.237118
Average
Yes
Weekly
Apartment
446
1,162,882
60
Female
23,118
Married
3
High School
Unemployed
13.296428
Urban
Premium
0
1
698
8
2022-10-25 15:21:39.154008
Poor
No
Weekly
Apartment
3,469
1,162,883
52
Male
17,891
Single
null
PhD
Self-Employed
11.647746
Urban
Comprehensive
0
0
528
9
2024-06-22 15:21:39.205850
Poor
No
Monthly
Condo
446
1,162,884
40
Female
15,258
Divorced
2
High School
null
51.235784
Rural
Basic
null
14
469
5
2021-04-02 15:21:39.252145
Good
No
Rarely
Condo
1,171
1,162,885
33
Female
72,422
Married
3
Master's
Unemployed
40.577075
Rural
Comprehensive
2
8
415
6
2024-01-07 15:21:39.092127
Poor
No
Daily
Condo
1,264
1,162,886
44
Male
17,072
Single
0
High School
Employed
20.010967
Rural
Basic
0
1
622
3
2020-09-22 15:21:39.155231
Good
No
Rarely
Condo
1,317
1,162,887
35
Male
10,033
Divorced
0
PhD
Employed
26.072222
Urban
Premium
2
5
711
4
2023-05-03 15:21:39.226954
Average
Yes
Rarely
House
1,326
1,162,888
23
Male
3,795
Single
2
Master's
Employed
38.97629
Suburban
Comprehensive
null
15
466
7
2021-11-07 15:21:39.154008
Average
Yes
Weekly
Condo
1,356
1,162,889
47
Female
4,026
Single
3
Bachelor's
Self-Employed
7.982643
Rural
Comprehensive
2
16
498
8
2022-09-20 15:21:39.152732
Average
Yes
Daily
Apartment
1,124
1,162,890
36
Male
24,152
Divorced
0
Bachelor's
Employed
27.443464
Rural
Comprehensive
null
11
552
3
2020-07-22 15:21:39.155231
Poor
No
Monthly
House
1,139
1,162,891
40
Male
31,154
Divorced
0
PhD
Employed
13.811678
Suburban
Basic
null
0
313
2
2020-12-09 15:21:39.134960
Poor
No
Rarely
House
982
1,162,892
33
Female
25,126
Married
0
High School
null
24.723648
Suburban
Premium
0
18
814
1
2022-04-03 15:21:39.095696
Good
Yes
Daily
Condo
149
1,162,893
57
Male
16,056
Divorced
0
PhD
Self-Employed
36.346008
Rural
Comprehensive
0
1
464
5
2021-03-27 15:21:39.155231
Poor
No
Daily
House
718
1,162,894
60
Female
118,515
Married
4
PhD
Unemployed
27.717204
Suburban
Basic
1
6
618
7
2021-01-03 15:21:39.118178
Average
Yes
Daily
Apartment
116
1,162,895
29
Female
22,559
Divorced
4
PhD
Self-Employed
22.75128
Suburban
Basic
1
16
812
8
2023-06-19 15:21:39.205850
Average
Yes
Monthly
House
1,342
1,162,896
29
Male
28,052
Single
2
High School
Employed
47.764383
Suburban
Premium
1
10
612
6
2019-12-31 15:21:39.154008
Poor
Yes
Rarely
Apartment
1,114
1,162,897
20
Male
6,761
Divorced
3
PhD
Employed
25.078989
Rural
Comprehensive
0
19
639
4
2021-05-27 15:21:39.188220
Average
No
Daily
Condo
739
1,162,898
47
Female
5,832
Married
0
PhD
Employed
47.726269
Urban
Premium
null
5
742
5
2020-05-22 15:21:39.155231
Average
Yes
Daily
House
981
1,162,899
26
Male
39,104
Single
1
Bachelor's
Self-Employed
null
Suburban
Premium
1
9
565
7
2021-07-24 15:21:39.104139
Poor
No
Rarely
House
639