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
1,199,800
58
Male
74,592
Married
null
Bachelor's
null
30.146984
Rural
Comprehensive
2
19
434
6
2022-08-25 15:21:39.155231
Poor
Yes
Monthly
House
641
1,199,801
53
Male
5,865
Married
0
Master's
Employed
5.460627
Suburban
Comprehensive
0
16
607
9
2020-01-23 15:21:39.237118
Average
No
Monthly
Condo
524
1,199,802
48
Female
45,452
Single
1
Bachelor's
Self-Employed
30.067927
Rural
Basic
0
9
null
1
2021-05-04 15:21:39.124659
Good
No
Weekly
Condo
1,155
1,199,803
47
Female
88,924
Divorced
1
High School
Unemployed
24.811772
Rural
Premium
0
15
446
1
2024-01-05 15:21:39.082499
Average
Yes
Monthly
House
642
1,199,804
43
Female
17,999
Divorced
0
Bachelor's
Employed
34.501036
Suburban
Comprehensive
2
5
424
1
2022-04-30 15:21:39.173834
null
No
Daily
Condo
719
1,199,805
58
Male
16,831
Divorced
null
Bachelor's
null
35.974764
Urban
Basic
2
5
772
5
2022-06-22 15:21:39.087123
Poor
No
Weekly
House
284
1,199,806
38
Male
30,213
Single
0
PhD
Self-Employed
28.489313
Suburban
Premium
null
12
782
1
2023-07-19 15:21:39.250151
Poor
Yes
Weekly
House
782
1,199,807
29
Female
70,391
Married
4
High School
Employed
15.547457
Rural
Basic
0
13
602
4
2022-08-30 15:21:39.287115
Poor
No
Monthly
House
294
1,199,808
21
Female
11,220
Divorced
0
Bachelor's
Unemployed
22.458971
Suburban
Premium
4
17
771
9
2020-12-26 15:21:39.174719
Good
Yes
Rarely
Apartment
1,736
1,199,809
39
Male
3,308
Divorced
0
Bachelor's
null
17.38175
Rural
Comprehensive
2
1
707
5
2021-08-21 15:21:39.164044
Poor
Yes
Rarely
House
616
1,199,810
59
Male
928
Single
0
Master's
null
41.53952
Rural
Comprehensive
2
19
445
5
2023-12-20 15:21:39.209847
Poor
No
Weekly
Condo
237
1,199,811
47
Male
52,858
Single
0
PhD
null
27.08188
Rural
Comprehensive
2
6
366
6
2024-08-15 15:21:39.267454
Average
No
Daily
Apartment
356
1,199,812
61
Male
538
Single
3
Bachelor's
Employed
24.868183
Suburban
Comprehensive
null
19
372
5
2020-01-21 15:21:39.146733
Poor
No
Weekly
Apartment
547
1,199,813
28
Female
130,148
Married
1
Master's
null
31.039815
Suburban
Basic
0
6
null
3
2023-10-18 15:21:39.171102
Poor
No
Daily
House
110
1,199,814
26
Male
15,763
Single
1
Master's
Unemployed
7.067196
Suburban
Basic
null
6
772
9
2021-07-13 15:21:39.189223
Good
Yes
Daily
House
1,313
1,199,815
24
Male
124,552
Married
null
Bachelor's
Self-Employed
39.28877
Urban
Premium
0
18
370
5
2022-08-27 15:21:39.184157
Good
No
Daily
House
3,264
1,199,816
48
Male
53,470
Divorced
2
PhD
null
7.93924
Rural
Basic
null
12
713
1
2022-01-02 15:21:39.274993
Good
No
Daily
Condo
395
1,199,817
55
Male
38,818
Single
3
PhD
Unemployed
23.511676
Rural
Premium
2
11
475
6
2024-06-01 15:21:39.288099
Poor
No
Monthly
Apartment
955
1,199,818
38
Female
34,962
Single
1
High School
Self-Employed
20.320077
Urban
Premium
2
5
805
4
2021-08-06 15:21:39.093681
Average
No
Weekly
Apartment
522
1,199,819
46
Female
26,961
Married
null
High School
null
10.171929
Urban
Comprehensive
1
3
543
7
2022-11-04 15:21:39.237118
Average
No
Weekly
Condo
841
1,199,820
51
Male
17,984
Married
0
High School
Self-Employed
31.001804
Urban
Basic
2
15
654
9
2019-11-14 15:21:39.201446
Poor
Yes
Monthly
Apartment
648
1,199,821
61
Female
5,939
Single
1
Bachelor's
Employed
null
Rural
Premium
null
18
812
6
2020-11-20 15:21:39.105504
Average
Yes
Rarely
House
639
1,199,822
29
Male
1,756
Single
1
Bachelor's
null
34.830625
Rural
Comprehensive
2
15
543
2
2020-01-21 15:21:39.152732
null
No
Daily
House
699
1,199,823
63
Female
7,216
Divorced
2
High School
Employed
19.947121
Urban
Basic
0
3
633
3
2023-12-14 15:21:39.134960
Average
Yes
Monthly
Condo
217
1,199,824
47
Male
135,750
Single
1
High School
Unemployed
43.374711
Urban
Comprehensive
null
5
321
3
2023-12-27 15:21:39.187211
Average
Yes
Monthly
Apartment
1,787
1,199,825
40
Female
3,067
Married
3
PhD
Employed
null
Urban
Comprehensive
1
3
682
1
2023-05-14 15:21:39.124659
Average
Yes
Weekly
Condo
1,572
1,199,826
37
Female
23,328
Divorced
2
Bachelor's
Unemployed
21.083
Suburban
Comprehensive
0
0
600
1
2021-07-06 15:21:39.154008
Average
No
Daily
Apartment
1,359
1,199,827
20
Male
3,941
Married
4
High School
Unemployed
6.064012
Urban
Comprehensive
2
9
492
1
2021-08-23 15:21:39.261856
Average
Yes
Daily
House
748
1,199,828
36
Male
82,726
Married
0
PhD
Self-Employed
14.066809
Rural
Comprehensive
0
3
420
9
2022-03-01 15:21:39.248098
Average
Yes
Monthly
Apartment
1,067
1,199,829
25
Female
3,631
Divorced
4
Master's
null
26.845794
Rural
Premium
null
1
593
6
2020-01-06 15:21:39.288099
Poor
Yes
Rarely
Apartment
2,350
1,199,830
20
Female
39,072
Divorced
1
Bachelor's
Employed
31.912479
Urban
Premium
3
11
669
2
2020-12-10 15:21:39.276901
Good
No
Weekly
House
764
1,199,831
30
Female
39,887
Married
2
High School
Employed
29.382824
Rural
Premium
0
18
642
6
2019-09-27 15:21:39.097737
Good
No
Weekly
Condo
1,072
1,199,832
31
Female
44,757
Married
2
Bachelor's
null
49.738116
Suburban
Comprehensive
0
11
534
9
2024-04-29 15:21:39.233998
Good
Yes
Weekly
Condo
1,664
1,199,833
64
Male
27,430
Married
3
PhD
Employed
12.064742
Rural
Premium
null
12
616
5
2021-07-24 15:21:39.237118
Average
No
Rarely
House
3,381
1,199,834
46
Male
7,584
Single
3
PhD
null
15.965886
Urban
Comprehensive
0
4
null
7
2024-03-07 15:21:39.237118
Poor
Yes
Rarely
Condo
1,003
1,199,835
61
Male
14,085
Divorced
null
PhD
Unemployed
37.91228
Rural
Comprehensive
null
10
778
6
2023-12-10 15:21:39.094752
Good
Yes
Daily
Condo
843
1,199,836
53
Female
8,069
Single
4
High School
Unemployed
32.958605
Rural
Comprehensive
null
3
459
7
2020-10-09 15:21:39.237118
Average
No
Rarely
House
1,045
1,199,837
25
Female
6,943
Married
1
PhD
Employed
27.843199
Urban
Premium
null
0
null
1
2023-05-08 15:21:39.165120
Poor
No
Rarely
Condo
1,420
1,199,838
41
Male
122,039
Divorced
0
PhD
Unemployed
25.388837
Urban
Basic
5
6
707
3
2022-04-15 15:21:39.248098
Average
Yes
Daily
Apartment
307
1,199,839
59
Male
4,845
Single
3
Master's
Employed
13.89533
Suburban
Basic
0
15
484
4
2020-04-10 15:21:39.192212
Average
Yes
Daily
Apartment
29
1,199,840
39
Male
37,807
Married
4
High School
Self-Employed
8.67395
Urban
Basic
null
18
519
8
2019-11-09 15:21:39.098696
Poor
No
Weekly
Condo
773
1,199,841
30
Male
2,867
Married
4
High School
null
35.390713
Suburban
Premium
1
6
509
5
2020-04-08 15:21:39.264504
Good
No
Rarely
Condo
515
1,199,842
23
Female
1,586
Married
null
Bachelor's
Self-Employed
43.845609
Rural
Basic
null
9
798
8
2023-10-21 15:21:39.187211
Poor
No
Monthly
Apartment
4,917
1,199,843
54
Male
44,633
Divorced
2
PhD
Employed
47.56619
Rural
Premium
null
2
791
8
2021-09-06 15:21:39.237118
null
No
Daily
Apartment
725
1,199,844
31
Male
5,932
Divorced
3
Bachelor's
Unemployed
23.45268
Suburban
Basic
1
8
463
2
2019-08-19 15:21:39.144722
Good
No
Weekly
House
1,069
1,199,845
31
Female
2,892
Married
1
PhD
null
31.869547
Urban
Premium
1
15
484
7
2021-10-20 15:21:39.216387
Poor
Yes
Daily
Condo
2,726
1,199,846
44
Male
37,393
Married
0
Master's
Unemployed
25.492536
Rural
Premium
null
19
772
5
2020-08-01 15:21:39.134960
null
No
Monthly
House
703
1,199,847
45
Male
72,321
Single
3
High School
Unemployed
42.232011
Rural
Comprehensive
0
19
431
3
2023-09-18 15:21:39.168099
Average
Yes
Monthly
Condo
1,369
1,199,848
32
Male
28,791
Single
3
PhD
Employed
33.154534
Urban
Premium
0
12
482
2
2023-03-21 15:21:39.155231
Poor
No
Daily
Apartment
926
1,199,849
61
Female
26,981
Divorced
2
High School
Employed
33.186977
Urban
Premium
0
12
741
3
2021-08-09 15:21:39.245086
Good
Yes
Weekly
House
27
1,199,850
46
Female
1,339
Single
3
PhD
Unemployed
null
Rural
Comprehensive
0
2
575
3
2021-07-03 15:21:39.228521
Good
No
Monthly
Condo
1,163
1,199,851
63
Male
18,054
Married
1
Master's
Employed
23.010935
Suburban
Premium
0
5
705
3
2022-03-06 15:21:39.155231
Poor
Yes
Weekly
House
893
1,199,852
41
Male
null
Divorced
null
Bachelor's
null
13.088557
Suburban
Comprehensive
1
15
675
1
2024-05-06 15:21:39.102694
null
Yes
Weekly
Condo
212
1,199,853
31
Female
4,941
Married
2
PhD
Self-Employed
22.883728
Suburban
Basic
0
15
596
9
2023-04-27 15:21:39.124659
Poor
No
Daily
House
2,779
1,199,854
18
Female
48
Married
null
High School
Employed
15.917234
Rural
Premium
0
2
381
3
2021-02-26 15:21:39.155231
Good
No
Daily
Condo
893
1,199,855
26
Female
322
Married
0
Master's
Self-Employed
34.547223
Rural
Basic
null
17
794
9
2021-09-03 15:21:39.272456
Poor
Yes
Weekly
House
23
1,199,856
32
Female
34,221
Married
3
PhD
Unemployed
31.6827
Suburban
Comprehensive
0
5
495
4
2021-10-14 15:21:39.155231
Average
No
Rarely
Apartment
2,141
1,199,857
55
Female
143,831
Married
3
Bachelor's
null
null
Rural
Comprehensive
null
15
486
5
2021-01-23 15:21:39.148733
Good
No
Weekly
Condo
1,535
1,199,858
36
Male
4,684
Married
3
PhD
Employed
15.01121
Urban
Premium
null
0
310
5
2023-10-03 15:21:39.247098
Poor
No
Daily
House
3,097
1,199,859
46
Male
45
Married
3
High School
Employed
25.734961
Rural
Premium
0
4
734
6
2024-08-01 15:21:39.188220
Average
No
Weekly
Apartment
572
1,199,860
34
Female
17,107
Single
4
Master's
Employed
39.77705
Rural
Premium
1
15
null
4
2023-03-09 15:21:39.134960
Good
Yes
Daily
Apartment
557
1,199,861
56
Male
29,483
Divorced
2
High School
null
4.722685
Rural
Premium
1
19
696
3
2022-03-28 15:21:39.274993
null
Yes
Monthly
House
602
1,199,862
58
Male
60,597
Divorced
1
PhD
null
13.774795
Urban
Comprehensive
3
19
726
3
2022-11-23 15:21:39.274993
Average
Yes
Monthly
Apartment
2,952
1,199,863
47
Male
31,888
Divorced
2
PhD
Employed
29.533434
Urban
Comprehensive
null
4
657
6
2019-09-30 15:21:39.126661
Poor
No
Monthly
Condo
1,305
1,199,864
21
Male
16,072
Divorced
null
Bachelor's
Employed
19.849255
Rural
Basic
1
18
757
2
2022-05-25 15:21:39.237118
Average
No
Daily
Apartment
1,309
1,199,865
34
Female
6,894
Divorced
4
Master's
Self-Employed
12.826149
Rural
Basic
null
19
590
9
2020-03-10 15:21:39.237118
Poor
No
Daily
House
1,672
1,199,866
31
Female
16,470
Married
0
High School
null
27.959817
Suburban
Basic
null
12
560
6
2020-11-08 15:21:39.269494
Good
Yes
Rarely
House
2,537
1,199,867
32
Female
24,682
Divorced
1
Bachelor's
Unemployed
20.904285
Suburban
Comprehensive
null
18
null
4
2020-10-19 15:21:39.118178
null
No
Monthly
House
1,556
1,199,868
38
Male
12,862
Single
2
High School
Self-Employed
30.124572
Suburban
Comprehensive
null
0
null
7
2021-07-21 15:21:39.116179
Poor
Yes
Rarely
Apartment
1,795
1,199,869
52
Male
1,055
Married
1
PhD
null
42.666463
Urban
Premium
1
8
384
6
2024-06-30 15:21:39.276901
Poor
No
Weekly
House
714
1,199,870
54
Male
30,577
Married
2
Bachelor's
null
46.51275
Urban
Premium
1
13
639
1
2023-01-07 15:21:39.122134
Good
No
Rarely
House
652
1,199,871
55
Female
null
Divorced
3
Master's
Self-Employed
19.85958
Suburban
Premium
null
11
302
4
2022-02-19 15:21:39.187211
Poor
No
Rarely
Condo
1,377
1,199,872
45
Female
46,280
Single
4
Master's
Unemployed
24.555846
Urban
Premium
null
4
766
5
2020-07-03 15:21:39.134960
Good
Yes
Monthly
Apartment
1,258
1,199,873
64
Female
38,662
Married
4
PhD
Employed
41.3419
Suburban
Comprehensive
2
15
622
8
2022-08-23 15:21:39.290098
Average
No
Rarely
Condo
739
1,199,874
20
Female
1,044
Married
0
Master's
Employed
19.387686
Suburban
Premium
2
2
546
6
2020-03-26 15:21:39.081504
Good
No
Monthly
Condo
3,129
1,199,875
41
Male
null
Divorced
2
Bachelor's
null
27.891604
Rural
Basic
1
14
587
7
2023-11-30 15:21:39.274993
null
No
Daily
Apartment
2,792
1,199,876
32
Male
12,897
Married
3
Master's
Unemployed
22.181139
Urban
Comprehensive
null
6
518
6
2021-01-23 15:21:39.204790
Average
No
Daily
Apartment
524
1,199,877
31
Male
11,145
Single
4
Master's
Unemployed
null
Suburban
Comprehensive
1
5
805
5
2023-11-02 15:21:39.273973
Average
Yes
Rarely
Apartment
1,735
1,199,878
57
Male
20,435
Divorced
2
Bachelor's
Self-Employed
11.904269
Urban
Comprehensive
0
14
563
6
2022-05-20 15:21:39.172097
Good
Yes
Weekly
Condo
788
1,199,879
46
Male
30,758
Single
4
Master's
Unemployed
5.566141
Suburban
Premium
1
6
820
2
2021-06-12 15:21:39.206847
Average
No
Monthly
Condo
690
1,199,880
60
Female
43,972
Married
0
Master's
Self-Employed
11.682333
Rural
Premium
1
3
null
9
2023-11-30 15:21:39.134960
Average
Yes
Weekly
Apartment
537
1,199,881
23
Female
80,129
Married
3
High School
null
11.476491
Rural
Basic
null
8
442
8
2022-09-30 15:21:39.225916
Good
No
Daily
Apartment
845
1,199,882
45
Female
87,031
Divorced
1
High School
Employed
28.027738
Suburban
Premium
2
7
846
6
2024-07-26 15:21:39.214388
Poor
No
Monthly
Condo
2,289
1,199,883
28
Female
29,173
Single
1
PhD
Self-Employed
11.937885
Rural
Comprehensive
1
2
845
4
2020-03-01 15:21:39.192212
Average
Yes
Weekly
Condo
899
1,199,884
41
Male
43,841
Single
null
High School
Unemployed
22.735483
Suburban
Comprehensive
1
1
752
5
2020-08-03 15:21:39.172097
Average
No
Weekly
Condo
1,161
1,199,885
59
Female
4,031
Single
4
High School
Unemployed
38.305213
Urban
Basic
2
2
817
1
2021-10-02 15:21:39.122134
Average
No
Rarely
House
814
1,199,886
60
Male
1,209
Married
0
PhD
null
24.157008
Suburban
Comprehensive
2
18
613
6
2021-02-23 15:21:39.173834
Poor
No
Rarely
Apartment
603
1,199,887
25
Male
24,862
Divorced
3
PhD
Unemployed
29.315425
Rural
Premium
null
15
538
2
2022-01-04 15:21:39.185215
Average
Yes
Daily
Condo
74
1,199,888
58
Female
118,369
Married
2
Bachelor's
Self-Employed
17.813248
Urban
Premium
null
10
445
1
2023-04-12 15:21:39.099739
null
Yes
Weekly
Apartment
309
1,199,889
22
Female
87,541
Married
1
High School
null
23.710011
Suburban
Comprehensive
1
4
449
2
2022-05-21 15:21:39.237118
Good
No
Weekly
Apartment
643
1,199,890
64
Female
3,360
Single
1
Master's
Self-Employed
16.237598
Suburban
Premium
3
4
362
6
2020-01-17 15:21:39.233998
Poor
No
Monthly
Condo
618
1,199,891
18
Female
120,884
Divorced
2
Master's
Employed
3.393601
Suburban
Basic
0
19
834
4
2021-12-12 15:21:39.186212
Poor
Yes
Monthly
Condo
196
1,199,892
20
Female
25,000
Married
null
PhD
Self-Employed
36.750094
Rural
Comprehensive
0
15
460
2
2021-02-25 15:21:39.171102
Good
No
Weekly
Condo
462
1,199,893
null
Male
16,892
Single
2
PhD
null
22.011619
Rural
Comprehensive
0
12
326
2
2020-10-16 15:21:39.087123
Good
No
Daily
House
821
1,199,894
30
Female
null
Single
3
Bachelor's
Unemployed
29.844105
Urban
Basic
1
7
400
8
2021-04-25 15:21:39.257696
null
Yes
Rarely
House
1,087
1,199,895
28
Female
11,566
Married
3
Bachelor's
null
27.678741
Urban
Basic
0
9
461
6
2022-04-29 15:21:39.261856
Average
No
Rarely
Condo
1,229
1,199,896
38
Male
5,905
Divorced
4
Bachelor's
Self-Employed
31.361064
Urban
Comprehensive
0
8
734
1
2020-01-26 15:21:39.092127
Average
No
Monthly
House
782
1,199,897
null
Male
27,306
Divorced
null
Bachelor's
Self-Employed
15.726853
Suburban
Comprehensive
1
7
509
3
2021-05-30 15:21:39.155231
Poor
No
Weekly
Condo
1,625
1,199,898
44
Male
8,072
Single
0
High School
null
22.84982
Suburban
Premium
2
14
613
1
2023-10-16 15:21:39.148733
null
Yes
Weekly
Apartment
581
1,199,899
37
Male
11,993
Divorced
0
Master's
Employed
20.177045
Rural
Basic
3
17
552
7
2021-08-03 15:21:39.226954
Good
No
Weekly
Condo
506