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
17,800
45
Female
5,749
Married
2
PhD
Self-Employed
12.064638
Urban
Basic
1
14
562
5
2022-01-07 15:21:39.108562
Poor
No
Rarely
Apartment
454
17,801
45
Female
null
Divorced
0
PhD
Employed
20.36582
Urban
Comprehensive
1
0
434
9
2024-03-23 15:21:39.106582
Good
Yes
Weekly
Condo
863
17,802
29
Female
33,294
Divorced
null
Bachelor's
Self-Employed
39.252968
Urban
Basic
2
11
790
4
2023-05-21 15:21:39.221386
Average
Yes
Monthly
Condo
420
17,803
null
Male
4,733
Divorced
4
PhD
Self-Employed
26.087075
Rural
Basic
1
13
445
3
2024-06-03 15:21:39.194829
Poor
Yes
Monthly
House
1,016
17,804
54
Male
5,522
Single
null
PhD
null
null
Urban
Basic
null
9
569
4
2021-01-07 15:21:39.099739
Poor
Yes
Weekly
Condo
733
17,805
39
Female
14,971
Married
0
Master's
null
11.307599
Rural
Comprehensive
0
2
638
8
2024-04-24 15:21:39.134960
Average
Yes
Rarely
House
2,484
17,806
63
Female
14,054
Single
3
Master's
null
33.51999
Suburban
Comprehensive
0
4
761
5
2021-05-03 15:21:39.228521
Good
No
Weekly
Apartment
794
17,807
49
Male
18,313
Married
3
Master's
Unemployed
25.639057
Suburban
Basic
0
14
821
3
2021-06-07 15:21:39.263607
Good
No
Monthly
Condo
715
17,808
56
Female
35,430
Divorced
3
PhD
Employed
19.584944
Rural
Premium
0
3
547
7
2022-06-30 15:21:39.134960
Good
No
Rarely
Condo
2,711
17,809
34
Male
6,620
Married
4
Bachelor's
Employed
24.093542
Rural
Premium
1
1
510
2
2021-01-31 15:21:39.106582
Average
No
Rarely
House
1,868
17,810
41
Male
26,791
Married
0
Master's
Unemployed
19.858109
Urban
Comprehensive
null
18
452
7
2023-01-12 15:21:39.267454
Good
Yes
Daily
House
693
17,811
46
Male
43,782
Divorced
3
Master's
null
13.955753
Suburban
Basic
1
17
791
5
2022-05-11 15:21:39.209847
Average
No
Rarely
Apartment
567
17,812
64
Male
21,625
Single
4
PhD
null
16.553706
Rural
Comprehensive
2
9
613
3
2022-05-10 15:21:39.168099
Average
No
Daily
Condo
1,121
17,813
35
Male
51,890
Married
null
Master's
null
7.926895
Urban
Basic
1
19
340
6
2019-08-17 15:21:39.255696
Poor
Yes
Weekly
Condo
35
17,814
25
Female
28,561
Single
null
Bachelor's
null
14.959761
Urban
Basic
1
16
486
3
2022-01-01 15:21:39.134960
null
No
Weekly
Apartment
1,116
17,815
63
Female
102,398
Single
2
Bachelor's
Unemployed
37.257438
Urban
Premium
0
11
600
2
2023-06-13 15:21:39.256696
Poor
No
Weekly
Condo
288
17,816
53
Female
16,011
Divorced
1
Master's
null
35.777525
Urban
Basic
0
15
439
2
2020-01-26 15:21:39.143708
Average
Yes
Monthly
Condo
1,330
17,817
52
Male
35,239
Single
2
Master's
Employed
47.52403
Urban
Premium
null
13
null
5
2021-11-12 15:21:39.218388
Good
No
Monthly
House
758
17,818
36
Female
26,990
Divorced
1
Master's
Unemployed
9.542539
Urban
Comprehensive
2
8
692
7
2022-10-29 15:21:39.155231
Good
No
Weekly
Condo
462
17,819
53
Female
5,724
Married
0
High School
Employed
15.18588
Rural
Premium
0
15
831
3
2021-03-17 15:21:39.237118
Good
Yes
Monthly
Apartment
276
17,820
47
Male
15,198
Divorced
0
Bachelor's
Self-Employed
42.068444
Urban
Premium
2
10
602
9
2023-09-21 15:21:39.263432
Good
Yes
Daily
Condo
2,370
17,821
52
Male
null
Single
1
PhD
Unemployed
8.547376
Urban
Premium
0
4
332
7
2020-04-07 15:21:39.247098
Poor
No
Daily
Apartment
648
17,822
30
Female
114,826
Divorced
3
High School
Employed
51.078817
Rural
Basic
2
5
522
4
2023-04-23 15:21:39.094752
Good
Yes
Monthly
Apartment
740
17,823
59
Female
12,615
Married
3
Bachelor's
Unemployed
52.935996
Rural
Premium
2
4
655
4
2020-06-07 15:21:39.255696
Good
No
Rarely
Condo
633
17,824
50
Male
23,430
Married
3
Master's
Unemployed
16.868579
Rural
Comprehensive
1
1
487
8
2022-06-12 15:21:39.155231
Average
Yes
Daily
Condo
386
17,825
22
Male
46,645
Single
2
High School
Unemployed
23.415823
Suburban
Comprehensive
null
9
410
2
2023-07-19 15:21:39.237118
Good
No
Daily
Condo
725
17,826
52
Male
20,659
Divorced
3
Master's
Unemployed
8.849559
Rural
Comprehensive
null
18
565
8
2023-05-05 15:21:39.086123
Average
Yes
Rarely
Apartment
912
17,827
62
Female
48,982
Married
2
PhD
null
12.755828
Rural
Basic
null
10
352
1
2024-07-02 15:21:39.109552
Average
Yes
Weekly
Condo
203
17,828
51
Female
24,293
Single
4
PhD
Self-Employed
34.766339
Rural
Premium
1
2
669
8
2024-01-13 15:21:39.177724
Good
Yes
Daily
Condo
1,303
17,829
35
Male
586
Married
null
Bachelor's
null
24.039756
Urban
Premium
2
18
null
3
2024-07-20 15:21:39.237118
Average
No
Daily
Condo
609
17,830
29
Male
6,826
null
null
Bachelor's
Employed
31.858188
Rural
Comprehensive
0
6
403
2
2021-07-19 15:21:39.231531
Average
Yes
Weekly
House
549
17,831
51
Male
12,082
Married
4
Master's
Unemployed
41.867379
Rural
Premium
0
4
639
9
2021-08-13 15:21:39.087123
Poor
No
Rarely
Apartment
21
17,832
43
Female
92,661
Single
0
Master's
Self-Employed
37.952426
Suburban
Basic
1
2
340
6
2021-12-05 15:21:39.092127
Average
Yes
Monthly
Apartment
397
17,833
24
Female
15,258
Divorced
4
Bachelor's
Self-Employed
28.882414
Rural
Comprehensive
1
19
658
4
2021-10-19 15:21:39.168099
Poor
Yes
Daily
House
488
17,834
30
Male
44,632
Married
0
PhD
null
6.540838
Urban
Comprehensive
0
5
806
7
2024-03-29 15:21:39.119168
Good
No
Monthly
Apartment
1,138
17,835
null
Male
23,296
Single
2
High School
null
29.099361
Suburban
Basic
1
2
null
4
2023-06-23 15:21:39.144722
Poor
No
Daily
House
703
17,836
18
Male
16,285
Divorced
1
High School
null
5.445325
Urban
Comprehensive
0
10
603
6
2020-04-04 15:21:39.134960
Poor
Yes
Daily
Condo
1,118
17,837
53
Male
1,149
Single
0
PhD
Self-Employed
12.949839
Rural
Premium
0
7
350
8
2021-02-08 15:21:39.172097
Poor
Yes
Rarely
Apartment
991
17,838
36
Female
20,495
Single
2
High School
null
19.792119
Suburban
Comprehensive
1
15
488
3
2023-02-11 15:21:39.174719
Average
No
Weekly
House
1,186
17,839
19
Male
28,193
Single
4
Master's
Self-Employed
34.076445
Rural
Comprehensive
1
9
586
5
2021-09-03 15:21:39.134960
Good
Yes
Daily
Condo
1,183
17,840
64
Male
18,533
Divorced
1
Bachelor's
null
16.294005
Suburban
Basic
0
7
664
4
2019-12-17 15:21:39.133866
Average
Yes
Daily
Condo
124
17,841
44
Male
4,824
null
0
PhD
null
16.202558
Rural
Premium
1
15
783
6
2021-06-29 15:21:39.134960
Average
Yes
Daily
Condo
605
17,842
45
Female
43,972
Married
1
Bachelor's
null
17.051519
Rural
Premium
0
14
678
9
2023-03-20 15:21:39.134960
Good
No
Monthly
Apartment
714
17,843
60
Female
44,632
Divorced
3
Bachelor's
null
47.065311
Rural
Basic
0
7
772
1
2024-02-12 15:21:39.230483
Good
No
Monthly
Apartment
803
17,844
49
Male
6,092
Single
null
PhD
Employed
47.331681
Rural
Premium
0
13
411
1
2020-03-04 15:21:39.134960
Poor
No
Weekly
Apartment
882
17,845
56
Male
38,133
Divorced
null
Bachelor's
Employed
45.147929
Rural
Comprehensive
0
19
598
8
2022-12-25 15:21:39.170099
Poor
Yes
Weekly
House
857
17,846
56
Male
3,788
Married
4
PhD
null
30.459716
Suburban
Comprehensive
null
5
539
1
2023-04-26 15:21:39.272456
Poor
No
Weekly
Condo
35
17,847
56
Female
45,674
Single
2
High School
null
28.82731
Rural
Basic
1
0
849
9
2023-08-11 15:21:39.285112
Good
No
Monthly
Apartment
719
17,848
27
Female
27,684
Divorced
3
High School
null
41.453806
Urban
Basic
3
5
453
2
2023-10-28 15:21:39.237118
Poor
Yes
Daily
Apartment
3,279
17,849
47
Male
64,910
Single
4
PhD
Self-Employed
null
Suburban
Basic
1
4
629
1
2020-11-26 15:21:39.155231
null
Yes
Daily
House
112
17,850
53
Male
8,072
Married
2
High School
Employed
28.446583
Rural
Basic
1
19
522
9
2023-04-23 15:21:39.202448
Poor
No
Daily
Condo
683
17,851
62
Male
579
Married
1
High School
Self-Employed
14.845295
Urban
Comprehensive
2
10
805
1
2023-06-28 15:21:39.274993
Average
No
Monthly
House
535
17,852
38
Female
18,671
Married
2
Bachelor's
null
33.964266
Urban
Premium
1
0
806
6
2023-10-22 15:21:39.272456
Poor
Yes
Weekly
Apartment
112
17,853
38
Male
23,767
Married
3
Master's
Employed
48.077345
Rural
Premium
null
3
678
1
2021-03-01 15:21:39.149731
Poor
Yes
Rarely
Apartment
1,359
17,854
51
Male
25,776
Married
4
PhD
Unemployed
31.972308
Urban
Premium
null
13
467
7
2021-12-11 15:21:39.260856
Poor
No
Weekly
Apartment
25
17,855
49
Male
864
Single
2
Bachelor's
Self-Employed
21.812066
Rural
Comprehensive
2
18
727
4
2021-07-21 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,841
17,856
40
Female
1,065
Divorced
null
Bachelor's
null
8.908648
Suburban
Basic
0
11
445
8
2021-03-08 15:21:39.271453
Good
No
Monthly
Apartment
1,494
17,857
50
Male
29,557
Married
3
Master's
Employed
11.166542
Rural
Premium
null
14
510
5
2020-01-17 15:21:39.121169
Good
No
Monthly
House
1,415
17,858
50
Female
939
Divorced
4
High School
Unemployed
12.559635
Rural
Premium
0
6
null
9
2022-11-27 15:21:39.188220
Average
Yes
Rarely
House
2,339
17,859
47
Female
53,873
Single
2
PhD
null
17.934273
Suburban
Comprehensive
0
17
381
5
2019-09-05 15:21:39.203442
Poor
Yes
Daily
Condo
726
17,860
34
Female
90,700
Divorced
2
Bachelor's
Self-Employed
41.00601
Urban
Comprehensive
1
18
498
9
2024-03-07 15:21:39.184157
null
Yes
Daily
House
477
17,861
59
Female
33,018
Married
0
PhD
null
16.56689
Rural
Comprehensive
null
15
609
4
2021-04-03 15:21:39.237118
Good
Yes
Daily
Apartment
1,196
17,862
24
Male
3,242
Single
2
Bachelor's
Self-Employed
45.222046
Rural
Premium
null
3
376
1
2020-08-24 15:21:39.102694
Good
No
Monthly
Condo
933
17,863
34
Female
123,918
Divorced
0
PhD
null
41.438848
Suburban
Basic
2
8
474
2
2024-02-21 15:21:39.094752
Average
Yes
Rarely
House
2,040
17,864
50
Female
56,498
Single
2
High School
Employed
40.636937
Suburban
Comprehensive
2
11
327
9
2024-02-02 15:21:39.231531
Poor
No
Weekly
House
1,773
17,865
47
Male
21,265
Single
4
PhD
Unemployed
3.068127
Rural
Comprehensive
1
6
301
8
2024-01-28 15:21:39.243823
null
Yes
Weekly
Apartment
819
17,866
40
Female
62,782
Single
null
Master's
Self-Employed
38.66232
Suburban
Basic
1
12
414
8
2020-03-12 15:21:39.155231
Poor
Yes
Rarely
Condo
1,231
17,867
null
Male
50,853
Divorced
1
Master's
Self-Employed
15.858904
Urban
Premium
1
1
790
7
2023-08-21 15:21:39.237118
Good
No
Weekly
House
48
17,868
45
Male
14,257
Single
1
PhD
Employed
21.937331
Rural
Comprehensive
null
14
737
7
2024-04-27 15:21:39.237118
Poor
No
Daily
House
505
17,869
35
Female
81,078
Single
null
High School
Employed
32.865394
Suburban
Premium
0
9
749
1
2021-12-10 15:21:39.134960
Average
Yes
Rarely
Apartment
110
17,870
58
Female
26,785
Single
3
Bachelor's
Self-Employed
null
Rural
Comprehensive
0
4
822
9
2020-10-01 15:21:39.108562
Poor
No
Daily
House
1,842
17,871
60
Female
28,258
Divorced
2
PhD
Unemployed
36.904805
Urban
Basic
1
0
null
8
2022-03-24 15:21:39.155231
Average
Yes
Monthly
House
603
17,872
47
Female
97,943
Married
4
PhD
Self-Employed
33.078453
Urban
Comprehensive
1
4
394
9
2020-05-30 15:21:39.256696
Average
Yes
Monthly
Condo
2,560
17,873
34
Male
39,803
Divorced
4
Bachelor's
null
13.457742
Suburban
Premium
null
12
824
5
2020-04-14 15:21:39.084065
Average
No
Daily
House
597
17,874
42
Male
16,983
Single
4
PhD
Unemployed
20.828644
Suburban
Comprehensive
2
7
576
9
2023-04-07 15:21:39.134960
Average
No
Monthly
Condo
602
17,875
63
Male
13,982
Married
4
PhD
Self-Employed
19.012365
Suburban
Premium
null
9
674
2
2024-03-26 15:21:39.167099
Average
Yes
Weekly
Condo
649
17,876
28
Male
745
Divorced
4
Bachelor's
null
39.944287
Suburban
Basic
null
5
446
5
2022-06-16 15:21:39.116179
Good
No
Daily
Apartment
1,125
17,877
36
Male
1,589
Single
3
Bachelor's
Employed
12.174478
Rural
Basic
null
4
null
4
2021-05-10 15:21:39.256696
Poor
Yes
Daily
Apartment
86
17,878
36
Female
44,502
Divorced
null
Bachelor's
null
16.490926
Suburban
Premium
2
13
849
2
2022-05-05 15:21:39.112553
Poor
No
Monthly
Apartment
1,936
17,879
63
Male
103,430
Divorced
0
Master's
null
13.290586
Suburban
Basic
1
15
447
1
2021-11-10 15:21:39.130190
Poor
No
Monthly
Apartment
2,916
17,880
39
Male
20,211
Single
3
High School
Employed
null
Rural
Premium
1
16
588
9
2024-02-28 15:21:39.191219
Poor
Yes
Weekly
House
1,098
17,881
26
Male
45,645
Single
null
High School
Employed
12.737932
Suburban
Comprehensive
1
10
565
4
2023-06-11 15:21:39.091080
Good
Yes
Weekly
Condo
1,287
17,882
50
Female
56,140
Single
0
Bachelor's
null
42.346825
Urban
Basic
2
4
372
8
2022-07-21 15:21:39.281787
Poor
No
Weekly
House
281
17,883
21
Female
44,616
Single
2
Master's
null
6.80489
Suburban
Premium
0
9
316
4
2020-01-19 15:21:39.094752
Good
No
Monthly
Apartment
449
17,884
38
Female
12,917
Single
2
High School
null
22.959214
Suburban
Comprehensive
0
1
543
1
2019-10-29 15:21:39.150730
Good
No
Daily
Condo
159
17,885
32
Female
29,768
Married
4
PhD
Self-Employed
24.079193
Rural
Premium
2
9
null
6
2023-07-25 15:21:39.237118
null
Yes
Daily
Condo
819
17,886
18
Female
3,118
Divorced
3
High School
Unemployed
24.669894
Suburban
Comprehensive
2
16
null
2
2022-06-30 15:21:39.100695
Average
Yes
Rarely
Condo
1,595
17,887
46
Male
10,198
Divorced
1
PhD
null
32.997967
Urban
Comprehensive
null
8
690
2
2023-02-28 15:21:39.285112
Poor
No
Weekly
Condo
205
17,888
33
Female
12,071
Married
3
Master's
Self-Employed
30.813487
Rural
Basic
null
18
588
7
2020-10-22 15:21:39.101733
Average
No
Weekly
Apartment
1,576
17,889
null
Male
23,152
Divorced
2
Bachelor's
Unemployed
36.908647
Urban
Comprehensive
0
18
733
8
2021-04-18 15:21:39.134960
Average
No
Weekly
House
1,499
17,890
42
Female
81,767
Single
2
Bachelor's
Employed
9.131945
Urban
Premium
1
6
394
2
2023-11-28 15:21:39.129190
Good
Yes
Rarely
Apartment
944
17,891
29
Female
40,500
Divorced
2
PhD
Unemployed
null
Rural
Basic
1
12
848
9
2021-01-19 15:21:39.273973
Average
No
Monthly
Condo
634
17,892
42
Female
1,806
Single
2
High School
null
22.87912
Suburban
Basic
2
14
641
1
2020-04-16 15:21:39.134960
Poor
No
Weekly
House
806
17,893
45
Female
27,081
Divorced
3
Master's
Unemployed
19.483473
Suburban
Comprehensive
2
0
728
4
2023-08-16 15:21:39.081504
Poor
Yes
Rarely
House
707
17,894
40
Female
18,405
Divorced
0
Master's
null
26.892465
Rural
Comprehensive
1
19
522
3
2020-10-12 15:21:39.132191
Average
No
Daily
Apartment
1,299
17,895
40
Female
7,087
Married
4
PhD
null
14.839714
Urban
Premium
0
5
511
2
2023-01-14 15:21:39.134960
Average
Yes
Daily
Apartment
20
17,896
39
Female
835
Married
0
Bachelor's
Employed
33.362693
Urban
Premium
null
6
null
8
2020-01-17 15:21:39.192212
Poor
Yes
Daily
Apartment
112
17,897
31
Female
789
Divorced
1
High School
Self-Employed
10.2889
Urban
Comprehensive
null
16
821
8
2019-10-24 15:21:39.231531
Good
Yes
Weekly
House
788
17,898
53
Male
918
Single
null
PhD
null
46.674955
Urban
Comprehensive
1
0
402
2
2023-04-04 15:21:39.198406
Average
Yes
Daily
Condo
1,881
17,899
31
Female
3,901
Single
3
PhD
Employed
20.966453
Rural
Premium
1
6
null
9
2023-11-25 15:21:39.100695
Poor
Yes
Daily
House
23