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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
0
19
Female
10,049
Married
1
Bachelor's
Self-Employed
22.598761
Urban
Premium
2
17
372
5
2023-12-23 15:21:39.134960
Poor
No
Weekly
House
2,869
1
39
Female
31,678
Divorced
3
Master's
null
15.569731
Rural
Comprehensive
1
12
694
2
2023-06-12 15:21:39.111551
Average
Yes
Monthly
House
1,483
2
23
Male
25,602
Divorced
3
High School
Self-Employed
47.177549
Suburban
Premium
1
14
null
3
2023-09-30 15:21:39.221386
Good
Yes
Weekly
House
567
3
21
Male
141,855
Married
2
Bachelor's
null
10.938144
Rural
Basic
1
0
367
1
2024-06-12 15:21:39.226954
Poor
Yes
Daily
Apartment
765
4
21
Male
39,651
Single
1
Bachelor's
Self-Employed
20.376094
Rural
Premium
0
8
598
4
2021-12-01 15:21:39.252145
Poor
Yes
Weekly
House
2,022
5
29
Male
45,963
Married
1
Bachelor's
null
33.053198
Urban
Premium
2
4
614
5
2022-05-20 15:21:39.207847
Average
No
Weekly
House
3,202
6
41
Male
40,336
Married
0
PhD
null
null
Rural
Basic
2
8
807
6
2020-02-21 15:21:39.219432
Poor
No
Weekly
House
439
7
48
Female
127,237
Divorced
2
High School
Employed
5.769783
Suburban
Comprehensive
1
11
398
5
2022-08-08 15:21:39.181605
Average
No
Rarely
Condo
111
8
21
Male
1,733
Divorced
3
Bachelor's
null
17.869551
Urban
Premium
1
10
685
8
2020-12-14 15:21:39.198406
Average
No
Monthly
Condo
213
9
44
Male
52,447
Married
2
Master's
Employed
20.473718
Urban
Comprehensive
1
9
635
3
2020-08-02 15:21:39.144722
Poor
No
Daily
Condo
64
10
56
Female
8,054
Married
1
Bachelor's
Unemployed
null
Rural
Premium
1
8
431
8
2021-05-12 15:21:39.134960
Average
No
Monthly
Condo
857
11
23
Male
30,983
Single
3
Master's
null
5.813129
Urban
Premium
null
6
597
8
2020-03-22 15:21:39.155231
Good
No
Rarely
Condo
1,447
12
25
Female
23,706
Single
4
Master's
Employed
4.090538
Urban
Comprehensive
2
19
null
2
2021-10-28 15:21:39.086123
Poor
Yes
Weekly
Apartment
703
13
44
Female
70,893
Single
0
Bachelor's
null
55.896322
Suburban
Premium
0
3
511
6
2023-01-20 15:21:39.132191
Good
Yes
Weekly
House
1,847
14
40
Female
23,897
Divorced
null
High School
Self-Employed
29.082036
Suburban
Basic
2
15
498
1
2021-08-14 15:21:39.233998
Good
No
Rarely
Condo
30
15
18
Male
6,076
Married
2
High School
Employed
7.442964
Urban
Premium
1
12
584
5
2020-10-17 15:21:39.209847
Good
Yes
Monthly
Apartment
849
16
59
Female
28,266
Divorced
2
PhD
Unemployed
21.673461
Urban
Basic
0
16
null
3
2024-04-22 15:21:39.255696
Average
Yes
Weekly
Condo
183
17
34
Female
45,907
Divorced
4
High School
Self-Employed
24.059639
Suburban
Comprehensive
0
0
694
8
2020-12-27 15:21:39.090124
Poor
Yes
Daily
Condo
643
18
18
Male
29,071
Married
null
Bachelor's
Employed
20.838977
Rural
Premium
1
5
null
3
2021-10-13 15:21:39.094752
Poor
Yes
Rarely
Apartment
787
19
40
Female
123,751
Single
2
Master's
Self-Employed
24.955316
Suburban
Premium
0
8
420
2
2020-06-25 15:21:39.152732
Good
Yes
Rarely
Condo
40
20
39
Male
6,837
Divorced
2
High School
Self-Employed
17.814459
Urban
Premium
null
7
595
2
2024-06-25 15:21:39.272456
Good
Yes
Daily
Apartment
1,204
21
44
Female
14,042
Divorced
2
Master's
null
4.551825
Urban
Basic
null
6
799
5
2023-07-31 15:21:39.237118
Good
Yes
Weekly
Apartment
2,670
22
22
Male
null
Divorced
4
PhD
null
25.58379
Urban
Comprehensive
null
5
773
5
2021-10-09 15:21:39.258696
Good
Yes
Monthly
House
202
23
34
Female
32,762
Divorced
1
Bachelor's
null
21.967609
Rural
Premium
0
10
798
1
2020-01-16 15:21:39.096739
Average
Yes
Monthly
Condo
3,869
24
46
Male
24,708
Married
3
High School
Employed
26.341259
Urban
Premium
null
0
543
4
2021-08-30 15:21:39.134960
Average
No
Daily
House
1,136
25
19
Male
72,482
Married
2
Bachelor's
Unemployed
27.279416
Suburban
Premium
0
17
416
3
2021-03-10 15:21:39.097737
Good
Yes
Weekly
Condo
671
26
49
Female
82,584
Married
0
Bachelor's
Unemployed
23.867388
Rural
Comprehensive
null
10
425
9
2019-10-06 15:21:39.091080
Average
Yes
Weekly
Apartment
1,010
27
42
Male
35,123
Married
2
Bachelor's
Self-Employed
31.391907
Suburban
Premium
0
3
486
4
2023-09-03 15:21:39.237118
Good
Yes
Rarely
Condo
2,680
28
43
Male
1,060
Married
null
Master's
Self-Employed
41.376716
Suburban
Premium
0
8
795
7
2019-09-06 15:21:39.171102
null
Yes
Rarely
Condo
699
29
64
Male
131,038
Single
null
PhD
Self-Employed
20.717076
Rural
Premium
null
14
495
1
2020-08-24 15:21:39.155231
Good
Yes
Monthly
House
2,360
30
52
Male
30,350
Single
1
Bachelor's
Employed
21.496614
Rural
Comprehensive
null
18
449
1
2023-12-28 15:21:39.192212
Poor
No
Rarely
House
641
31
37
Male
4,534
Divorced
null
Bachelor's
null
26.387481
Suburban
Premium
0
1
null
1
2022-09-21 15:21:39.102694
Poor
No
Daily
House
165
32
58
Male
1,288
Divorced
4
Master's
Self-Employed
15.171629
Urban
Basic
1
2
803
2
2023-07-25 15:21:39.147735
Good
No
Rarely
Apartment
3,299
33
40
Female
1,190
Single
2
High School
Employed
47.851572
Rural
Basic
null
0
421
4
2020-08-23 15:21:39.228521
Good
No
Weekly
Condo
1,128
34
25
Female
40,887
Single
3
Bachelor's
null
17.283651
Suburban
Premium
null
5
695
2
2023-04-01 15:21:39.086123
Average
Yes
Monthly
Apartment
2,152
35
49
Female
12,982
Single
4
PhD
null
32.751617
Suburban
Basic
1
1
713
4
2024-02-25 15:21:39.133866
Average
No
Rarely
Apartment
30
36
41
Female
null
Married
3
PhD
Self-Employed
14.00163
Urban
Comprehensive
0
15
589
6
2023-03-01 15:21:39.149731
Average
No
Rarely
House
250
37
50
Male
18,313
Divorced
2
Master's
Employed
19.996464
Suburban
Premium
0
5
null
6
2022-03-13 15:21:39.198406
Good
Yes
Weekly
Condo
1,586
38
50
Female
57,423
Single
1
Bachelor's
Self-Employed
14.146684
Urban
Basic
null
6
null
3
2024-02-04 15:21:39.132191
Average
No
Daily
Condo
3,890
39
40
Female
2,858
Divorced
0
High School
null
38.579523
Rural
Comprehensive
0
0
812
5
2021-09-18 15:21:39.176717
Poor
Yes
Daily
Condo
26
40
59
Male
1,717
Divorced
1
Bachelor's
Unemployed
23.900049
Urban
Basic
0
9
382
6
2021-04-22 15:21:39.226954
Good
No
Weekly
House
1,813
41
46
Male
14,053
Married
0
High School
Unemployed
18.569357
Suburban
Comprehensive
3
14
469
5
2021-03-18 15:21:39.152732
Good
No
Daily
Condo
1,211
42
21
Male
9,085
Married
0
PhD
Self-Employed
25.719284
Urban
Comprehensive
1
10
null
8
2023-06-18 15:21:39.201446
Poor
Yes
Weekly
Apartment
794
43
35
Male
39,717
Divorced
1
PhD
null
7.263931
Urban
Basic
0
10
530
2
2023-05-23 15:21:39.086123
Good
Yes
Daily
Apartment
551
44
19
Female
10,481
Divorced
4
Master's
null
28.783549
Rural
Premium
0
13
538
5
2024-03-04 15:21:39.134960
Poor
Yes
Weekly
Condo
1,525
45
61
Male
5,095
null
3
Master's
Employed
40.886124
Suburban
Comprehensive
2
7
842
7
2020-08-04 15:21:39.269494
Poor
No
Weekly
House
23
46
31
Female
27,950
Married
2
PhD
null
22.936862
Urban
Basic
0
1
575
5
2020-04-20 15:21:39.170099
Poor
No
Weekly
House
1,069
47
54
Female
29,076
Married
1
High School
Employed
36.839892
Rural
Comprehensive
0
2
685
7
2023-06-21 15:21:39.272456
Average
Yes
Daily
Condo
1,645
48
34
Female
12,221
Divorced
0
High School
Employed
37.829399
Rural
Comprehensive
1
1
794
1
2020-03-02 15:21:39.237118
Average
Yes
Weekly
House
1,486
49
45
Male
11,584
Married
4
Bachelor's
Self-Employed
29.1819
Urban
Basic
1
3
836
4
2020-12-30 15:21:39.287115
Good
No
Daily
Apartment
1,309
50
30
Female
8,599
Single
1
PhD
Employed
28.744668
Rural
Comprehensive
null
18
784
7
2020-04-10 15:21:39.187211
Good
No
Rarely
House
882
51
59
Male
523
Divorced
1
PhD
null
null
Urban
Premium
1
9
439
9
2021-01-02 15:21:39.248098
Average
Yes
Weekly
Apartment
537
52
33
Male
54,962
Married
0
Master's
Employed
20.084512
Urban
Premium
null
9
381
9
2020-01-19 15:21:39.237118
Average
No
Daily
House
1,358
53
50
Female
4,928
Divorced
1
PhD
Unemployed
17.882712
Suburban
Comprehensive
null
3
801
7
2020-10-19 15:21:39.280784
Good
Yes
Weekly
Apartment
2,312
54
43
Female
2,361
Single
2
PhD
Employed
24.398052
Suburban
Comprehensive
1
16
null
6
2019-11-28 15:21:39.206847
Average
No
Daily
Condo
2,093
55
28
Male
2,476
Married
3
Bachelor's
null
19.81211
Rural
Comprehensive
1
1
624
4
2019-11-16 15:21:39.194829
Average
No
Rarely
Apartment
1,595
56
52
Female
27,128
Married
1
Master's
null
35.096757
Rural
Premium
3
0
439
2
2023-11-11 15:21:39.191219
Poor
Yes
Weekly
House
798
57
58
Male
78,986
Divorced
2
PhD
Self-Employed
22.692009
Urban
Premium
null
16
497
9
2020-11-18 15:21:39.155231
Good
No
Monthly
Apartment
78
58
50
Female
35,353
Divorced
1
Bachelor's
Employed
35.619122
Suburban
Premium
null
5
359
3
2021-12-06 15:21:39.237118
Average
Yes
Rarely
House
745
59
62
Female
147,020
Married
4
Bachelor's
Self-Employed
24.121746
Urban
Comprehensive
null
0
498
6
2021-05-10 15:21:39.155231
null
No
Daily
Condo
1,624
60
56
Female
122,824
Divorced
3
Master's
null
41.93817
Urban
Basic
1
6
662
1
2020-02-05 15:21:39.133866
null
Yes
Weekly
Apartment
2,932
61
40
Female
11,273
Divorced
3
High School
Employed
51.506533
Rural
Comprehensive
null
19
703
5
2021-09-19 15:21:39.236064
Average
Yes
Monthly
Condo
562
62
49
Male
15,865
Married
null
PhD
Unemployed
36.153549
Urban
Comprehensive
0
15
null
5
2024-07-15 15:21:39.172097
Good
Yes
Rarely
House
368
63
29
Female
2,490
Married
null
Master's
null
50.638017
Urban
Comprehensive
3
7
null
2
2020-11-20 15:21:39.237118
Good
No
Monthly
Apartment
810
64
48
Female
94,904
Divorced
1
Bachelor's
Self-Employed
45.979218
Urban
Comprehensive
0
3
426
1
2024-05-30 15:21:39.187211
Average
No
Monthly
Apartment
861
65
54
Male
6,841
Divorced
1
PhD
Unemployed
14.893776
Urban
Premium
0
15
331
2
2022-01-24 15:21:39.088124
Poor
No
Daily
Condo
2,160
66
43
Male
5,881
Single
3
Master's
null
20.611612
Urban
Comprehensive
0
18
679
7
2023-06-14 15:21:39.237118
Good
No
Rarely
Apartment
2,979
67
45
Male
null
Married
3
High School
Self-Employed
17.988631
Suburban
Comprehensive
null
18
375
9
2022-05-25 15:21:39.237118
Average
Yes
Rarely
House
829
68
53
Male
21,313
Single
1
High School
Self-Employed
21.161961
Rural
Premium
2
7
321
1
2022-12-22 15:21:39.134960
Good
No
Daily
Apartment
2,453
69
22
Female
73,693
Married
2
Master's
Self-Employed
null
Rural
Premium
1
1
498
1
2023-07-01 15:21:39.134960
Poor
Yes
Weekly
Apartment
588
70
62
Male
11,977
Married
2
PhD
Employed
null
Suburban
Comprehensive
3
0
null
8
2021-12-31 15:21:39.167099
Poor
Yes
Monthly
House
690
71
30
Female
2,490
Married
1
Bachelor's
Self-Employed
null
Suburban
Basic
2
0
531
8
2022-03-31 15:21:39.168099
Good
Yes
Rarely
Condo
807
72
64
Female
5,904
Married
0
Bachelor's
null
26.647599
Suburban
Premium
0
1
622
6
2022-01-09 15:21:39.237118
Average
Yes
Monthly
Apartment
981
73
33
Male
3,795
Married
0
High School
null
37.279545
Urban
Basic
1
15
464
9
2021-05-12 15:21:39.181605
Good
Yes
Daily
Apartment
735
74
23
Male
7,515
Single
0
Master's
Self-Employed
22.527206
Suburban
Comprehensive
2
4
418
9
2019-11-12 15:21:39.081504
Average
No
Daily
Condo
3,564
75
45
Male
76,766
Married
1
Bachelor's
Employed
14.582882
Suburban
Basic
0
1
null
6
2024-04-02 15:21:39.267454
Poor
No
Rarely
Condo
233
76
47
Female
2,558
Single
0
High School
null
10.00449
Rural
Comprehensive
0
3
685
8
2022-09-03 15:21:39.091080
Poor
No
Monthly
Condo
2,226
77
34
Female
8,072
Married
0
Bachelor's
null
25.988399
Suburban
Comprehensive
2
17
703
1
2022-07-29 15:21:39.155231
Poor
No
Daily
House
561
78
53
Female
25,170
Married
2
PhD
null
19.394998
Urban
Basic
0
3
null
4
2022-01-06 15:21:39.172097
Good
Yes
Weekly
Condo
793
79
27
Male
948
Single
3
Master's
null
37.479541
Rural
Basic
null
16
534
9
2020-06-24 15:21:39.216387
null
No
Rarely
House
514
80
27
Male
39,681
Single
0
Master's
Employed
7.988788
Suburban
Premium
null
15
454
1
2020-11-27 15:21:39.091080
Average
No
Daily
House
115
81
56
Male
5,200
Divorced
4
Master's
Unemployed
38.590116
Suburban
Basic
null
0
502
6
2024-04-19 15:21:39.118178
Poor
Yes
Rarely
Apartment
49
82
45
Female
23,228
Single
1
High School
null
20.238879
Suburban
Premium
null
14
823
9
2020-11-14 15:21:39.192212
Average
No
Daily
House
1,032
83
null
Male
645
Single
3
PhD
Employed
30.766284
Urban
Comprehensive
1
18
319
4
2022-11-12 15:21:39.123711
Good
No
Weekly
House
934
84
21
Female
27,208
Married
0
PhD
null
30.291904
Suburban
Basic
1
15
660
2
2024-06-11 15:21:39.236064
Poor
No
Daily
Condo
1,196
85
61
Female
19,542
Married
1
Bachelor's
Employed
20.781711
Urban
Comprehensive
1
17
371
5
2023-03-15 15:21:39.117183
Poor
No
Monthly
Apartment
903
86
37
Male
null
Single
1
Bachelor's
null
13.038269
Suburban
Comprehensive
null
6
562
2
2023-02-02 15:21:39.237118
Average
No
Weekly
House
61
87
52
Male
null
Married
2
PhD
Unemployed
28.86441
Rural
Comprehensive
0
18
488
1
2021-02-13 15:21:39.172097
Average
No
Weekly
Apartment
369
88
45
Male
87,092
Single
1
Bachelor's
null
16.715449
Rural
Basic
1
12
577
7
2021-11-11 15:21:39.134960
Poor
No
Rarely
Condo
112
89
38
Female
null
Single
3
Bachelor's
Employed
40.16146
Suburban
Comprehensive
1
1
502
4
2022-06-25 15:21:39.089116
Poor
Yes
Monthly
Apartment
2,728
90
19
Female
68,892
Married
3
Bachelor's
Employed
41.80267
Urban
Premium
null
3
795
1
2022-10-15 15:21:39.177724
null
No
Monthly
House
37
91
63
Female
915
Single
1
PhD
Employed
22.964145
Rural
Premium
1
17
584
7
2022-09-22 15:21:39.134960
Poor
No
Monthly
House
3,664
92
53
Female
1,170
Single
0
PhD
Employed
38.596639
Rural
Premium
0
13
791
6
2019-08-25 15:21:39.134960
Average
No
Daily
Condo
2,096
93
33
Male
43,974
Divorced
null
Bachelor's
Self-Employed
39.056488
Suburban
Basic
null
16
638
5
2022-09-27 15:21:39.109552
Average
Yes
Weekly
Apartment
3,227
94
21
Female
43,481
Divorced
3
Master's
null
24.754435
Rural
Comprehensive
null
18
486
5
2024-07-04 15:21:39.175719
null
No
Monthly
Apartment
1,313
95
32
Female
27,962
Single
2
Master's
Self-Employed
45.391349
Urban
Basic
0
8
438
2
2022-07-13 15:21:39.229482
Average
Yes
Rarely
Condo
2,344
96
46
Female
15,704
Single
2
PhD
Unemployed
45.981203
Urban
Comprehensive
null
0
779
4
2023-01-17 15:21:39.256696
Average
Yes
Weekly
House
2,671
97
36
Female
2,693
Married
3
Master's
Employed
14.011568
Rural
Premium
1
18
310
4
2024-06-12 15:21:39.196387
Poor
No
Monthly
Condo
1,078
98
43
Female
5,813
Divorced
2
Bachelor's
Unemployed
29.441474
Urban
Comprehensive
1
13
748
5
2024-07-06 15:21:39.122134
Poor
Yes
Weekly
Apartment
837
99
20
Male
2,449
Single
0
Master's
null
10.910046
Rural
Basic
null
13
392
6
2023-06-06 15:21:39.149731
Average
Yes
Rarely
Condo
2,349
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