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
16,800
33
Male
3,879
Single
1
Master's
null
50.593008
Urban
Premium
0
9
null
7
2022-12-12 15:21:39.286113
Good
No
Monthly
House
25
16,801
23
Female
8,096
null
1
Master's
Unemployed
48.890765
Suburban
Basic
2
10
632
2
2022-10-06 15:21:39.216387
Poor
No
Daily
Apartment
39
16,802
48
Male
73,669
Single
0
PhD
Self-Employed
23.81679
Suburban
Comprehensive
2
5
null
8
2022-04-19 15:21:39.134960
Average
No
Monthly
House
2,159
16,803
29
Female
43,798
Single
1
PhD
Employed
23.865962
Rural
Premium
1
14
424
8
2021-02-18 15:21:39.110557
Average
No
Rarely
House
1,796
16,804
32
Male
15,194
Married
3
PhD
Unemployed
8.09722
Suburban
Comprehensive
3
5
503
3
2023-06-06 15:21:39.095696
Good
Yes
Daily
Condo
523
16,805
49
Female
46,279
Divorced
4
Bachelor's
Employed
20.087828
Rural
Basic
2
1
801
9
2020-02-20 15:21:39.272456
Average
No
Daily
Apartment
2,343
16,806
30
Male
10,045
Divorced
0
PhD
null
8.865891
Rural
Basic
2
11
719
8
2019-10-31 15:21:39.079128
Poor
No
Rarely
Condo
973
16,807
27
Male
5,988
Divorced
0
Master's
null
3.844407
Urban
Comprehensive
null
10
730
1
2024-05-30 15:21:39.146733
Average
Yes
Weekly
Apartment
921
16,808
38
Female
11,962
Divorced
1
Bachelor's
Employed
31.827631
Rural
Premium
1
2
543
6
2023-10-04 15:21:39.285112
Average
No
Monthly
House
874
16,809
32
Male
33,176
Divorced
0
High School
Self-Employed
26.724598
Urban
Premium
0
18
554
9
2020-06-24 15:21:39.237118
Poor
Yes
Monthly
Apartment
223
16,810
34
Male
44,770
Single
1
PhD
Unemployed
44.946504
Rural
Basic
null
9
null
2
2020-11-29 15:21:39.183598
Average
Yes
Monthly
Condo
1,377
16,811
26
Female
36,117
Single
2
High School
Employed
null
Rural
Basic
1
14
null
5
2019-09-08 15:21:39.218388
Average
Yes
Daily
Apartment
571
16,812
60
Female
91,032
Married
1
PhD
null
23.673881
Rural
Premium
0
7
646
3
2023-12-31 15:21:39.283783
Average
No
Monthly
Condo
56
16,813
26
Female
27,692
Single
2
Master's
null
31.377787
Suburban
Premium
0
4
770
2
2019-09-09 15:21:39.204201
null
Yes
Daily
Condo
571
16,814
21
Male
50,841
Single
3
PhD
Self-Employed
26.087899
Rural
Basic
2
5
344
9
2022-03-13 15:21:39.134960
Poor
Yes
Rarely
House
870
16,815
57
Male
69
Single
1
PhD
Self-Employed
36.927079
Urban
Comprehensive
0
9
null
5
2022-12-11 15:21:39.155231
Good
No
Weekly
Apartment
547
16,816
29
Male
29,460
Divorced
0
PhD
Unemployed
27.967697
Urban
Premium
2
13
848
9
2023-05-17 15:21:39.205850
Poor
No
Weekly
Condo
28
16,817
23
Male
49,721
Divorced
null
PhD
Unemployed
33.015869
Urban
Basic
0
14
null
6
2020-10-23 15:21:39.155231
Average
Yes
Rarely
Apartment
394
16,818
29
Female
22,841
Married
2
High School
null
28.764421
Urban
Comprehensive
null
4
478
4
2022-11-20 15:21:39.196387
Poor
Yes
Weekly
House
1,927
16,819
56
Male
17,962
Married
2
PhD
Self-Employed
29.816192
Urban
Premium
1
2
715
3
2022-11-20 15:21:39.101733
Good
No
Rarely
Condo
1,041
16,820
42
Female
101,038
Single
1
Bachelor's
Employed
27.933011
Suburban
Basic
null
6
689
6
2022-12-25 15:21:39.154008
Good
Yes
Rarely
House
50
16,821
27
Female
71,597
Divorced
0
PhD
Employed
48.9171
Suburban
Basic
1
6
696
8
2020-04-03 15:21:39.134960
Average
No
Rarely
House
365
16,822
34
Female
8,054
Divorced
4
High School
Self-Employed
18.352076
Urban
Premium
0
4
521
9
2020-12-16 15:21:39.134960
Average
No
Weekly
House
524
16,823
55
Female
15,642
Married
1
High School
Employed
null
Urban
Basic
0
8
678
6
2020-05-13 15:21:39.172097
Good
No
Monthly
Condo
3,988
16,824
39
Male
17,096
Divorced
1
High School
Self-Employed
22.388475
Suburban
Comprehensive
null
10
689
2
2021-02-17 15:21:39.134960
Good
No
Monthly
House
1,015
16,825
23
Female
3,413
Single
null
PhD
null
8.552799
Suburban
Basic
0
18
486
8
2020-07-05 15:21:39.282785
Poor
Yes
Daily
Apartment
531
16,826
54
Female
35,786
Single
0
High School
null
23.286048
Suburban
Basic
null
2
472
5
2019-12-14 15:21:39.134960
Good
No
Daily
House
2,456
16,827
44
Male
3,577
Single
null
High School
Employed
4.233982
Urban
Comprehensive
1
12
471
4
2023-06-12 15:21:39.193945
Average
No
Weekly
House
882
16,828
54
Male
3,973
Married
0
PhD
null
4.056342
Urban
Basic
0
1
437
9
2020-02-19 15:21:39.155231
Poor
Yes
Weekly
Apartment
2,217
16,829
19
Female
35,311
Married
3
Master's
null
null
Suburban
Basic
null
17
614
5
2021-02-02 15:21:39.133866
Average
No
Rarely
Apartment
518
16,830
34
Female
8,860
Divorced
1
Master's
Self-Employed
null
Rural
Premium
2
2
591
8
2021-01-27 15:21:39.147735
Good
No
Weekly
Condo
2,437
16,831
39
Male
148,885
Married
0
Master's
Unemployed
25.657412
Suburban
Premium
null
12
472
8
2023-06-24 15:21:39.182597
Average
Yes
Monthly
House
230
16,832
48
Male
17,111
Single
3
Master's
Self-Employed
27.567894
Rural
Comprehensive
null
4
679
5
2022-04-19 15:21:39.150730
null
Yes
Daily
House
1,420
16,833
20
Male
1,605
Married
0
PhD
null
14.85802
Urban
Comprehensive
2
0
673
5
2021-01-02 15:21:39.085129
Good
Yes
Weekly
Condo
518
16,834
53
Male
41,982
Divorced
0
High School
Unemployed
13.834282
Suburban
Basic
1
5
null
8
2023-12-31 15:21:39.166062
Poor
Yes
Daily
Apartment
576
16,835
41
Male
35,008
Single
4
Master's
Employed
7.807093
Urban
Basic
null
2
787
9
2020-12-06 15:21:39.280784
Good
No
Rarely
Condo
1,109
16,836
37
Male
142,928
Divorced
4
PhD
Self-Employed
29.244039
Rural
Basic
1
11
370
6
2022-09-15 15:21:39.155231
Average
No
Monthly
House
1,916
16,837
37
Male
9,736
Married
3
High School
Unemployed
17.92223
Suburban
Comprehensive
1
12
692
7
2020-11-26 15:21:39.226954
Poor
No
Daily
Condo
96
16,838
62
Male
39,091
Single
0
Master's
null
36.006411
Rural
Premium
0
13
551
7
2020-11-06 15:21:39.182597
Average
Yes
Monthly
House
881
16,839
52
Male
10,196
Married
3
Master's
Unemployed
13.001744
Urban
Basic
null
17
567
8
2023-02-19 15:21:39.253660
Poor
Yes
Rarely
Apartment
714
16,840
48
Female
39,079
Married
2
Master's
null
38.813738
Rural
Comprehensive
2
18
462
8
2020-06-09 15:21:39.155231
Poor
No
Weekly
Condo
437
16,841
22
Male
18,899
Single
2
Bachelor's
Unemployed
22.876003
Suburban
Comprehensive
3
9
null
6
2020-01-23 15:21:39.155231
Average
Yes
Weekly
Apartment
2,360
16,842
41
Male
24,299
Single
null
Bachelor's
Self-Employed
37.474953
Suburban
Comprehensive
2
19
781
1
2019-08-22 15:21:39.120168
Average
No
Monthly
House
2,461
16,843
55
Male
117,104
Married
1
Bachelor's
null
28.95502
Rural
Comprehensive
null
9
null
5
2019-11-11 15:21:39.116179
Poor
Yes
Rarely
Condo
2,677
16,844
34
Male
8,056
Divorced
2
Master's
Unemployed
22.717886
Suburban
Premium
1
9
710
6
2023-04-01 15:21:39.097737
Good
No
Rarely
House
1,143
16,845
55
Male
92,612
Single
3
Master's
Unemployed
31.567853
Rural
Comprehensive
2
10
383
4
2021-06-22 15:21:39.285112
Poor
No
Monthly
House
922
16,846
28
Female
92,723
Single
1
High School
Self-Employed
27.824056
Suburban
Comprehensive
1
10
361
2
2020-08-07 15:21:39.281787
Good
Yes
Rarely
House
657
16,847
28
Male
47,660
Single
0
High School
null
40.457341
Rural
Basic
1
11
391
5
2019-10-15 15:21:39.081504
Average
Yes
Daily
Condo
719
16,848
55
Male
58,177
Divorced
2
Master's
Employed
25.79786
Urban
Premium
null
6
517
1
2021-08-08 15:21:39.134960
Poor
No
Monthly
Apartment
144
16,849
43
Female
2,899
Married
2
PhD
null
41.076257
Rural
Premium
2
19
null
8
2022-08-27 15:21:39.146733
Poor
Yes
Daily
Apartment
1,264
16,850
24
Female
1,253
Married
3
PhD
null
20.527254
Suburban
Comprehensive
null
8
729
9
2022-07-23 15:21:39.134960
Average
No
Monthly
Condo
34
16,851
50
Female
35,192
Divorced
0
PhD
Employed
8.078423
Rural
Premium
0
1
739
8
2020-10-22 15:21:39.237118
Average
No
Monthly
House
839
16,852
34
Male
1,428
Divorced
null
Master's
null
null
Suburban
Comprehensive
0
13
673
9
2020-11-16 15:21:39.172097
Poor
Yes
Rarely
Apartment
772
16,853
60
Female
28,450
Single
3
Bachelor's
null
35.255832
Suburban
Premium
null
5
456
1
2024-07-14 15:21:39.211806
Average
Yes
Weekly
Apartment
1,705
16,854
33
Male
3,118
Single
4
Master's
Employed
6.917159
Rural
Basic
null
19
448
8
2021-02-05 15:21:39.237118
Poor
Yes
Weekly
House
1,020
16,855
53
Male
96,650
Married
3
PhD
null
37.253838
Urban
Comprehensive
1
18
735
9
2023-11-27 15:21:39.237118
Good
Yes
Daily
House
190
16,856
24
Male
24,986
Divorced
4
Bachelor's
null
33.724595
Urban
Comprehensive
3
7
470
6
2021-10-13 15:21:39.155231
Poor
No
Rarely
House
942
16,857
31
Male
9,912
Divorced
2
PhD
Employed
null
Suburban
Premium
1
17
542
2
2022-01-28 15:21:39.085129
Good
Yes
Monthly
Apartment
1,081
16,858
53
Male
80,016
Divorced
2
PhD
Employed
34.582314
Suburban
Comprehensive
1
16
446
8
2024-06-20 15:21:39.155231
Average
Yes
Rarely
Condo
522
16,859
33
Male
28,574
Single
3
High School
Unemployed
3.076438
Urban
Basic
null
15
310
2
2020-08-04 15:21:39.192212
Good
No
Daily
Apartment
1,199
16,860
36
Female
70,861
Single
3
Bachelor's
Unemployed
17.391085
Urban
Basic
0
15
663
4
2019-10-25 15:21:39.207847
Poor
Yes
Rarely
House
2,714
16,861
35
Female
114,771
Single
2
Bachelor's
Unemployed
45.618722
Suburban
Basic
null
15
315
7
2021-09-26 15:21:39.154008
Poor
No
Monthly
House
979
16,862
62
Female
27,172
Married
1
Bachelor's
null
37.590079
Rural
Premium
null
5
731
1
2024-06-22 15:21:39.265513
Poor
Yes
Monthly
Condo
757
16,863
38
Male
27,217
Divorced
3
High School
Unemployed
20.222582
Urban
Comprehensive
0
1
340
9
2020-01-26 15:21:39.095696
Poor
No
Monthly
House
1,698
16,864
56
Female
66,417
Single
4
Master's
null
6.567718
Rural
Basic
null
11
412
7
2022-02-06 15:21:39.166062
null
Yes
Weekly
Condo
241
16,865
50
Female
6,891
Single
2
Master's
Unemployed
37.083221
Suburban
Basic
0
4
null
7
2020-10-25 15:21:39.082499
Average
Yes
Daily
Apartment
2,950
16,866
53
Male
18,456
Married
2
Bachelor's
Unemployed
13.539102
Suburban
Basic
2
0
639
7
2022-06-06 15:21:39.134960
Average
Yes
Weekly
Condo
523
16,867
48
Female
26,296
Divorced
0
Bachelor's
Unemployed
14.964016
Rural
Premium
1
4
696
3
2021-10-20 15:21:39.237118
Average
No
Weekly
Apartment
462
16,868
37
Male
835
Single
0
High School
Self-Employed
44.31574
Suburban
Comprehensive
2
13
706
1
2023-01-29 15:21:39.096739
Good
No
Daily
House
1,202
16,869
null
Female
5,817
Single
4
Master's
Unemployed
46.096055
Rural
Comprehensive
0
7
711
4
2024-03-31 15:21:39.237118
Poor
Yes
Monthly
Apartment
2,376
16,870
49
Female
146,538
null
3
Master's
Employed
12.895904
Rural
Basic
null
1
778
3
2020-04-21 15:21:39.084065
Poor
No
Weekly
Apartment
2,105
16,871
31
Male
33,651
Divorced
3
High School
Self-Employed
13.7056
Suburban
Premium
null
11
304
8
2020-08-12 15:21:39.187211
Poor
No
Weekly
House
818
16,872
51
Female
18,388
Married
4
High School
Unemployed
8.481516
Rural
Comprehensive
0
0
763
6
2024-07-14 15:21:39.276901
Good
Yes
Weekly
House
1,883
16,873
43
Female
25,893
Married
4
High School
null
23.478974
Suburban
Premium
1
4
672
7
2024-01-26 15:21:39.119168
Poor
No
Daily
Apartment
51
16,874
61
Male
3,508
Married
1
Bachelor's
Self-Employed
12.918533
Suburban
Basic
null
10
499
4
2022-04-29 15:21:39.244069
Good
Yes
Daily
Condo
350
16,875
55
Female
44,504
Single
3
Bachelor's
null
28.622179
Urban
Comprehensive
0
7
583
2
2021-02-05 15:21:39.273973
Average
No
Daily
Condo
757
16,876
37
Female
43,928
Married
2
PhD
null
49.569195
Urban
Basic
1
7
778
8
2022-04-08 15:21:39.147735
Poor
Yes
Weekly
Apartment
1,873
16,877
31
Female
7,073
Divorced
1
Master's
Unemployed
26.37283
Rural
Basic
0
10
532
6
2019-10-23 15:21:39.188220
Average
No
Weekly
Apartment
1,595
16,878
54
Female
null
Single
0
High School
Employed
23.859804
Rural
Comprehensive
0
8
674
9
2023-06-06 15:21:39.177724
Good
Yes
Monthly
Condo
397
16,879
38
Female
2,779
Married
2
PhD
Employed
19.580089
Urban
Premium
1
11
592
9
2020-05-28 15:21:39.094752
Good
Yes
Rarely
Apartment
2,046
16,880
62
Female
3,392
Married
4
PhD
Self-Employed
34.138048
Rural
Premium
null
10
818
8
2020-04-27 15:21:39.134960
Poor
Yes
Daily
Condo
2,037
16,881
56
Female
22,941
Single
1
High School
null
11.094631
Rural
Comprehensive
0
19
384
5
2022-06-07 15:21:39.176717
Good
No
Daily
Apartment
1,662
16,882
42
Female
66,519
Married
0
Bachelor's
Unemployed
22.595211
Suburban
Basic
2
17
null
3
2023-03-14 15:21:39.231531
Good
Yes
Daily
Condo
4,140
16,883
41
Female
32,958
Single
2
Bachelor's
Self-Employed
25.236817
Rural
Basic
1
3
417
1
2023-08-19 15:21:39.226954
null
No
Monthly
Condo
1,209
16,884
24
Male
44,997
Married
2
Bachelor's
null
24.558567
Suburban
Comprehensive
0
7
null
1
2020-10-29 15:21:39.237118
Good
Yes
Daily
Condo
1,071
16,885
51
Female
8,058
Single
4
Master's
Unemployed
26.858502
Suburban
Basic
1
3
684
5
2020-02-24 15:21:39.079128
Average
No
Weekly
House
1,515
16,886
27
Male
23,401
Married
3
Bachelor's
Self-Employed
38.98691
Urban
Comprehensive
null
16
481
8
2023-04-20 15:21:39.186212
Good
Yes
Daily
Condo
686
16,887
62
Male
83,033
Single
3
Bachelor's
null
26.383604
Rural
Basic
3
11
469
3
2021-08-17 15:21:39.132191
Average
Yes
Monthly
House
3,341
16,888
42
Male
38,446
Divorced
1
Master's
Employed
null
Rural
Comprehensive
1
12
388
1
2022-08-26 15:21:39.096739
Good
Yes
Weekly
House
1,329
16,889
20
Male
2,589
Divorced
1
Master's
null
35.65453
Suburban
Basic
null
12
802
7
2023-02-25 15:21:39.182597
null
No
Daily
House
1,399
16,890
48
Female
17,885
Divorced
null
High School
Self-Employed
7.66903
Urban
Basic
null
18
null
6
2022-05-30 15:21:39.189223
Good
Yes
Weekly
Apartment
2,471
16,891
20
Female
91,206
Single
2
Bachelor's
Employed
9.913202
Rural
Premium
1
3
385
1
2020-05-08 15:21:39.233485
Poor
No
Rarely
House
375
16,892
35
Male
null
Single
4
PhD
Employed
9.471161
Suburban
Comprehensive
null
2
377
7
2021-05-04 15:21:39.134960
Average
Yes
Rarely
Condo
657
16,893
57
Male
57,420
Married
2
High School
Employed
22.735223
Urban
Premium
null
10
434
6
2021-02-07 15:21:39.225916
Good
No
Rarely
Apartment
462
16,894
21
Male
28,215
Single
0
Bachelor's
Self-Employed
32.71135
Urban
Premium
0
1
815
2
2024-07-04 15:21:39.144722
Poor
No
Rarely
Apartment
582
16,895
58
Male
61,880
null
2
Bachelor's
Employed
40.82824
Urban
Premium
1
1
589
6
2023-06-27 15:21:39.106582
Good
Yes
Daily
Apartment
24
16,896
26
Male
26,875
Divorced
null
PhD
null
24.716987
Rural
Premium
0
10
837
5
2023-01-11 15:21:39.134960
Good
No
Rarely
Apartment
2,773
16,897
48
Male
664
Divorced
2
PhD
Unemployed
30.756602
Urban
Basic
2
19
null
9
2020-07-20 15:21:39.246098
Average
Yes
Rarely
House
664
16,898
37
Male
16,963
Single
3
PhD
Unemployed
5.744238
Suburban
Premium
1
8
486
1
2024-03-05 15:21:39.134960
Average
Yes
Daily
House
1,130
16,899
61
Male
16,099
Single
2
Master's
Unemployed
29.999613
Suburban
Premium
0
12
727
5
2024-03-25 15:21:39.199447
Good
No
Daily
Condo
773