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
53,400
54
Male
14,938
Divorced
1
PhD
Self-Employed
44.858535
Suburban
Comprehensive
1
13
534
4
2021-05-13 15:21:39.264504
Good
No
Weekly
Condo
1,348
53,401
18
Female
48,034
Married
2
High School
Employed
26.7927
Rural
Basic
2
17
718
8
2024-02-10 15:21:39.134960
Poor
Yes
Monthly
House
20
53,402
34
Female
18,206
Divorced
0
Bachelor's
Self-Employed
33.573454
Suburban
Premium
null
7
505
1
2020-11-16 15:21:39.152732
Average
No
Weekly
Apartment
264
53,403
41
Male
2,879
Single
0
Bachelor's
Employed
22.256738
Urban
Premium
1
14
411
9
2019-09-30 15:21:39.237118
Good
Yes
Monthly
Apartment
871
53,404
42
Female
48,575
Married
4
High School
Employed
25.55533
Rural
Premium
0
6
373
6
2024-02-25 15:21:39.282785
Poor
Yes
Rarely
Condo
382
53,405
21
Female
25,011
Single
0
PhD
null
17.902308
Urban
Comprehensive
null
11
null
1
2020-10-19 15:21:39.133866
Average
Yes
Rarely
Apartment
1,603
53,406
35
Male
3,936
Single
4
Bachelor's
null
5.77785
Urban
Basic
1
9
420
8
2021-03-24 15:21:39.190215
Poor
Yes
Weekly
Apartment
1,435
53,407
57
Female
2,473
Married
1
Bachelor's
null
45.816904
Suburban
Basic
1
13
832
9
2021-10-02 15:21:39.254678
Average
Yes
Rarely
Apartment
3,275
53,408
53
Male
null
Married
0
Master's
Employed
26.359716
Rural
Basic
null
15
473
1
2023-05-26 15:21:39.182597
Poor
No
Weekly
Apartment
115
53,409
36
Female
12,436
Divorced
1
Bachelor's
null
14.14127
Urban
Premium
0
9
509
6
2021-06-21 15:21:39.286113
Good
Yes
Weekly
House
806
53,410
47
Male
50,852
Single
0
PhD
Unemployed
43.269984
Urban
Comprehensive
null
15
506
9
2019-10-27 15:21:39.167099
Average
No
Daily
Condo
26
53,411
33
Male
63,744
Single
1
PhD
Self-Employed
22.442537
Suburban
Premium
null
6
842
3
2020-07-26 15:21:39.265513
Average
Yes
Monthly
Condo
185
53,412
38
Male
25,720
Married
2
PhD
Unemployed
10.817704
Suburban
Basic
null
11
null
9
2023-08-05 15:21:39.225916
Poor
Yes
Rarely
Condo
2,145
53,413
61
Female
5,550
Single
null
High School
null
3.849226
Rural
Basic
0
12
782
5
2023-05-08 15:21:39.280784
Poor
No
Weekly
House
514
53,414
39
Female
13,237
Single
0
PhD
Unemployed
40.791518
Urban
Basic
1
19
null
3
2020-02-03 15:21:39.258696
Poor
No
Monthly
Apartment
46
53,415
40
Male
20,168
Married
4
PhD
Unemployed
19.138864
Suburban
Comprehensive
4
4
477
2
2023-08-30 15:21:39.168099
Average
No
Rarely
Condo
2,185
53,416
40
Male
2,569
Married
2
Bachelor's
null
14.913856
Suburban
Premium
null
9
346
8
2023-02-16 15:21:39.246098
Average
Yes
Monthly
House
1,190
53,417
57
Male
16,215
Single
0
Master's
Unemployed
8.783804
Suburban
Comprehensive
1
3
805
2
2022-06-29 15:21:39.216387
Good
Yes
Daily
Apartment
531
53,418
50
Male
29,556
Married
1
High School
Employed
6.585017
Suburban
Premium
null
10
null
3
2023-03-21 15:21:39.134960
Average
Yes
Rarely
Condo
544
53,419
22
Male
37,991
Single
0
High School
Unemployed
18.425629
Urban
Premium
1
14
674
3
2021-12-24 15:21:39.146733
Average
Yes
Monthly
Apartment
473
53,420
33
Female
30,865
Divorced
null
Master's
null
20.10451
Rural
Comprehensive
null
1
605
6
2021-09-10 15:21:39.213373
Average
Yes
Rarely
Condo
130
53,421
48
Female
125,479
Single
3
Bachelor's
Unemployed
13.514951
Urban
Premium
0
5
574
1
2023-09-05 15:21:39.222387
Poor
No
Monthly
House
125
53,422
60
Male
15,881
Divorced
4
Bachelor's
null
11.958289
Suburban
Comprehensive
null
5
460
8
2022-06-04 15:21:39.081504
Good
Yes
Weekly
Condo
1,361
53,423
19
Female
50,105
Divorced
4
Master's
Employed
10.890397
Suburban
Comprehensive
1
12
634
3
2020-11-24 15:21:39.146733
Good
No
Rarely
Apartment
121
53,424
22
Female
4,568
Married
4
Bachelor's
null
19.106542
Rural
Basic
null
13
621
5
2020-07-17 15:21:39.254678
Average
Yes
Weekly
Condo
30
53,425
28
Female
14,053
Single
null
PhD
null
32.858606
Urban
Comprehensive
null
14
null
1
2023-01-23 15:21:39.089116
Poor
Yes
Daily
Condo
745
53,426
29
Female
30,179
Married
3
High School
Unemployed
16.723102
Rural
Premium
0
0
516
1
2022-02-20 15:21:39.134960
Poor
No
Monthly
House
204
53,427
60
Male
81,609
Divorced
3
PhD
Unemployed
null
Urban
Comprehensive
0
17
447
8
2024-04-29 15:21:39.116179
Good
Yes
Monthly
Condo
798
53,428
26
Female
105,970
Divorced
2
High School
Employed
19.756656
Rural
Basic
2
18
769
2
2021-09-01 15:21:39.101733
Poor
Yes
Rarely
Apartment
3,315
53,429
33
Male
34,015
Single
2
Bachelor's
null
13.979056
Urban
Comprehensive
null
18
653
2
2023-01-18 15:21:39.143708
Poor
No
Rarely
Apartment
521
53,430
47
Male
15,886
Married
1
Bachelor's
Self-Employed
36.076311
Rural
Basic
null
0
474
8
2022-03-21 15:21:39.081504
Average
No
Weekly
Condo
556
53,431
47
Male
22,746
Married
4
Bachelor's
Employed
19.812184
Urban
Comprehensive
null
0
812
5
2024-01-11 15:21:39.247098
Poor
No
Monthly
Condo
694
53,432
34
Male
6,870
Divorced
null
Master's
Unemployed
42.259314
Rural
Basic
0
0
617
6
2024-07-05 15:21:39.134960
Good
No
Daily
House
1,604
53,433
53
Male
17,084
Single
4
High School
null
41.94431
Suburban
Basic
null
15
581
5
2024-05-10 15:21:39.264504
Average
No
Monthly
Apartment
822
53,434
31
Female
143,831
Married
3
Master's
null
null
Suburban
Premium
3
4
566
8
2024-07-28 15:21:39.124659
Average
Yes
Rarely
Apartment
645
53,435
56
Male
10,055
Divorced
0
Bachelor's
Unemployed
31.121455
Suburban
Basic
0
6
516
4
2019-11-28 15:21:39.254678
Average
Yes
Daily
House
675
53,436
43
Male
38,782
Divorced
0
Bachelor's
Employed
15.918658
Urban
Comprehensive
0
7
793
5
2019-10-06 15:21:39.261856
Average
Yes
Weekly
Apartment
684
53,437
24
Male
27,155
Single
null
Master's
null
19.569604
Suburban
Basic
null
12
723
4
2022-12-27 15:21:39.155231
Poor
Yes
Monthly
Condo
1,554
53,438
22
Male
16,092
Divorced
2
Bachelor's
null
51.685251
Suburban
Premium
null
18
757
9
2024-02-22 15:21:39.105504
Good
Yes
Rarely
Condo
625
53,439
50
Male
92,494
Single
1
Master's
Self-Employed
18.829491
Urban
Premium
0
0
478
4
2020-02-16 15:21:39.164044
Average
Yes
Daily
House
2,294
53,440
63
Male
137,591
Divorced
null
PhD
null
16.638963
Urban
Premium
0
9
373
3
2022-09-08 15:21:39.237118
Good
Yes
Weekly
Condo
1,837
53,441
38
Male
6,572
Single
2
Bachelor's
null
16.610923
Urban
Basic
null
10
547
3
2022-12-25 15:21:39.246098
Poor
No
Daily
House
1,242
53,442
18
Male
34,960
Divorced
1
PhD
Unemployed
16.913296
Urban
Basic
1
17
504
3
2022-08-05 15:21:39.102694
Poor
No
Monthly
Apartment
504
53,443
39
Female
85,720
Married
4
Bachelor's
Unemployed
17.376597
Urban
Comprehensive
1
8
424
3
2022-04-27 15:21:39.104139
Poor
Yes
Monthly
Apartment
1,457
53,444
57
Female
23,495
Married
null
Bachelor's
null
null
Rural
Comprehensive
1
3
811
2
2019-12-02 15:21:39.092127
Good
Yes
Weekly
Condo
1,620
53,445
44
Female
38,194
Single
0
High School
null
31.564784
Urban
Basic
1
16
755
8
2023-02-21 15:21:39.134960
Average
No
Rarely
Condo
641
53,446
39
Female
143,739
Single
2
PhD
Unemployed
21.499901
Rural
Comprehensive
null
15
453
2
2021-06-10 15:21:39.213373
Average
Yes
Monthly
Apartment
2,791
53,447
27
Male
16,285
Single
4
High School
null
26.571085
Suburban
Premium
0
13
null
8
2020-09-21 15:21:39.201446
Good
No
Weekly
House
466
53,448
40
Male
739
Single
1
High School
null
13.534728
Suburban
Comprehensive
1
19
823
6
2022-07-15 15:21:39.283783
Good
No
Monthly
House
37
53,449
39
Male
12,791
Single
2
Master's
null
9.926582
Suburban
Premium
0
16
607
6
2021-02-11 15:21:39.098696
Good
No
Daily
Condo
1,586
53,450
55
Female
74,981
Single
0
Master's
null
null
Suburban
Premium
0
12
785
4
2022-11-20 15:21:39.192212
Poor
No
Daily
Condo
2,714
53,451
23
Female
27,850
Single
0
PhD
Self-Employed
23.05209
Urban
Comprehensive
1
7
617
8
2024-07-27 15:21:39.176717
Average
No
Rarely
Apartment
1,967
53,452
25
Male
9,759
Married
1
High School
Employed
14.638691
Urban
Basic
0
16
null
6
2020-12-20 15:21:39.194829
Good
Yes
Weekly
House
72
53,453
64
Female
71,266
Divorced
1
High School
null
14.670927
Urban
Basic
null
0
431
5
2020-01-08 15:21:39.274993
Average
No
Weekly
Condo
1,849
53,454
57
Female
8,224
Divorced
2
High School
null
11.828198
Urban
Premium
2
15
708
9
2021-11-07 15:21:39.134960
Good
No
Rarely
Condo
404
53,455
20
Male
10,428
Married
3
PhD
null
32.867153
Urban
Premium
null
11
null
6
2019-10-17 15:21:39.082499
Average
No
Weekly
Condo
693
53,456
33
Female
4,071
Divorced
0
PhD
Unemployed
11.527681
Rural
Comprehensive
1
19
459
3
2020-05-07 15:21:39.278402
Poor
Yes
Weekly
Apartment
711
53,457
51
Female
3,780
Married
2
Master's
Self-Employed
35.697815
Rural
Basic
null
11
571
4
2019-09-03 15:21:39.134960
Average
Yes
Daily
Condo
34
53,458
49
Male
46,381
Divorced
0
High School
Self-Employed
51.935612
Urban
Basic
null
3
647
9
2023-02-05 15:21:39.147735
Good
No
Daily
Condo
302
53,459
28
Male
5,043
Single
2
PhD
Self-Employed
14.879611
Urban
Basic
1
17
301
5
2023-01-02 15:21:39.122134
Poor
Yes
Daily
Apartment
662
53,460
35
Male
51,934
Married
2
PhD
Self-Employed
21.412973
Suburban
Premium
null
5
414
1
2021-03-10 15:21:39.226954
Average
No
Daily
Condo
2,380
53,461
51
Male
27,152
Single
0
Bachelor's
null
22.17372
Suburban
Comprehensive
0
0
826
1
2022-06-27 15:21:39.092127
Good
No
Rarely
House
799
53,462
25
Female
29,087
Single
3
Bachelor's
Employed
6.904301
Urban
Comprehensive
0
19
627
1
2019-10-02 15:21:39.259788
Poor
Yes
Weekly
Apartment
36
53,463
43
Female
108,824
Single
4
Master's
Self-Employed
20.822288
Rural
Comprehensive
null
14
305
8
2024-01-03 15:21:39.134960
Average
No
Rarely
Condo
962
53,464
21
Female
4,828
Married
3
High School
Self-Employed
42.7269
Suburban
Basic
1
0
817
7
2020-05-31 15:21:39.082499
Good
No
Weekly
Apartment
1,873
53,465
61
Male
1,971
Divorced
1
Bachelor's
null
10.783714
Rural
Comprehensive
null
8
311
9
2021-08-19 15:21:39.104139
Poor
No
Daily
Condo
2,007
53,466
48
Female
5,517
Divorced
4
High School
null
30.079781
Rural
Premium
null
17
516
6
2023-10-11 15:21:39.237118
Poor
Yes
Monthly
Apartment
515
53,467
27
Female
23,496
Married
1
High School
null
27.389747
Rural
Comprehensive
null
13
558
5
2023-01-06 15:21:39.237118
Good
No
Monthly
House
1,253
53,468
34
Male
8,069
Married
4
PhD
Self-Employed
23.75455
Suburban
Comprehensive
0
11
804
4
2021-08-01 15:21:39.134960
Poor
Yes
Rarely
House
960
53,469
54
Female
32,515
Single
1
Master's
null
3.992611
Suburban
Premium
null
7
406
3
2023-01-30 15:21:39.167099
Average
No
Daily
House
870
53,470
36
Female
19,736
Divorced
2
PhD
Self-Employed
9.378877
Suburban
Basic
null
4
667
1
2023-04-04 15:21:39.092127
null
No
Weekly
Apartment
2,449
53,471
64
Female
null
Divorced
1
High School
Self-Employed
null
Suburban
Premium
1
3
434
1
2024-07-15 15:21:39.168099
Poor
Yes
Weekly
Apartment
690
53,472
55
Female
71,512
Divorced
4
PhD
Self-Employed
13.31223
Suburban
Premium
3
4
748
3
2022-05-20 15:21:39.278402
Average
Yes
Daily
Condo
3,640
53,473
60
Male
136,086
Married
4
Bachelor's
Self-Employed
14.487045
Suburban
Basic
3
9
441
5
2021-02-21 15:21:39.121169
Poor
Yes
Weekly
Condo
2,137
53,474
53
Female
56,431
Single
2
PhD
null
31.83857
Suburban
Comprehensive
0
5
365
8
2020-06-01 15:21:39.220389
Good
No
Daily
Condo
101
53,475
34
Female
30,995
Single
1
High School
Self-Employed
null
Urban
Basic
1
3
765
2
2024-04-16 15:21:39.134960
Poor
Yes
Daily
House
1,112
53,476
57
Female
11,987
Divorced
0
PhD
Self-Employed
29.597777
Suburban
Comprehensive
0
11
670
3
2019-11-30 15:21:39.128286
Average
No
Weekly
House
273
53,477
41
Male
19,697
Divorced
3
Bachelor's
null
50.868833
Urban
Basic
null
17
512
7
2019-12-18 15:21:39.175719
Poor
No
Daily
Condo
2,289
53,478
42
Male
4,933
Married
2
PhD
Self-Employed
44.656488
Suburban
Basic
2
9
837
1
2019-11-20 15:21:39.259788
Average
Yes
Rarely
House
1,348
53,479
35
Female
3,725
Single
4
PhD
null
21.142631
Rural
Basic
0
3
459
6
2022-02-09 15:21:39.216387
Good
Yes
Weekly
Condo
632
53,480
29
Female
11,056
Divorced
4
PhD
null
48.937698
Urban
Basic
null
16
689
6
2022-09-21 15:21:39.276901
Good
Yes
Weekly
Condo
1,747
53,481
49
Male
68,852
Divorced
null
Bachelor's
null
23.553385
Suburban
Comprehensive
null
7
684
2
2023-05-03 15:21:39.256696
null
No
Rarely
Condo
3,056
53,482
42
Female
12,913
Single
3
PhD
null
19.703529
Suburban
Premium
0
3
599
1
2020-11-30 15:21:39.286113
Poor
Yes
Rarely
Apartment
1,106
53,483
44
Female
30,983
Married
null
High School
null
36.886504
Rural
Premium
1
0
469
9
2023-02-02 15:21:39.282785
Average
No
Daily
Condo
360
53,484
28
Female
null
Single
2
Bachelor's
null
8.898695
Urban
Comprehensive
1
7
439
3
2019-11-03 15:21:39.147735
Average
No
Weekly
Apartment
853
53,485
52
Male
35,008
Married
4
Master's
Unemployed
10.164905
Urban
Comprehensive
null
18
624
7
2023-10-05 15:21:39.226954
Poor
Yes
Rarely
Condo
744
53,486
41
Male
91,635
Married
3
High School
Unemployed
21.024848
Urban
Basic
3
7
null
6
2020-08-07 15:21:39.251142
Poor
Yes
Weekly
Apartment
2,451
53,487
45
Male
54,585
Divorced
1
Master's
null
51.923602
Urban
Premium
1
3
null
6
2020-08-29 15:21:39.147735
Good
No
Rarely
Apartment
904
53,488
33
Female
51,812
null
3
High School
Self-Employed
35.573435
Urban
Basic
3
1
622
3
2024-06-10 15:21:39.274993
Average
No
Rarely
House
22
53,489
57
Female
615
Single
null
High School
null
null
Rural
Basic
1
14
734
9
2019-10-22 15:21:39.257696
Average
Yes
Daily
House
2,201
53,490
33
Male
45,754
Single
1
High School
Employed
29.782337
Urban
Premium
0
18
740
8
2024-06-23 15:21:39.082499
Average
No
Daily
Condo
47
53,491
null
Male
105,980
Single
2
PhD
Employed
9.053396
Suburban
Basic
2
5
848
9
2021-08-13 15:21:39.237118
Average
No
Rarely
House
2,612
53,492
28
Male
16,983
Married
null
High School
Self-Employed
16.41841
Suburban
Basic
0
11
543
4
2020-07-28 15:21:39.261856
Average
No
Weekly
House
26
53,493
42
Male
7,747
Divorced
0
High School
Self-Employed
23.239848
Rural
Premium
null
9
748
9
2022-01-21 15:21:39.115178
null
Yes
Monthly
Apartment
1,048
53,494
20
Male
3,124
Single
null
High School
null
31.483624
Suburban
Basic
null
7
484
6
2023-01-23 15:21:39.237118
Average
Yes
Daily
House
589
53,495
36
Female
47,413
Single
2
PhD
Unemployed
10.889718
Urban
Premium
1
1
329
8
2023-08-10 15:21:39.155231
Poor
No
Rarely
Apartment
2,772
53,496
63
Female
7,991
Divorced
0
Master's
Unemployed
null
Suburban
Premium
null
15
604
8
2021-07-16 15:21:39.096739
Average
Yes
Weekly
Apartment
478
53,497
54
Female
37,485
Single
1
PhD
null
15.358424
Suburban
Basic
0
2
661
5
2023-06-28 15:21:39.181605
Good
No
Monthly
Condo
611
53,498
18
Female
106,985
Divorced
1
High School
null
13.946105
Rural
Premium
0
9
312
1
2022-05-16 15:21:39.254678
Good
No
Monthly
House
1,646
53,499
42
Male
15,103
Married
0
High School
null
7.891279
Urban
Comprehensive
1
3
793
1
2024-03-05 15:21:39.107553
Average
No
Weekly
Apartment
536