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
1,185,400
25
Male
6,444
Married
2
Bachelor's
Self-Employed
9.622344
Urban
Basic
2
1
801
2
2024-04-06 15:21:39.167099
Good
Yes
Monthly
Condo
1,379
1,185,401
50
Female
15,556
Single
4
PhD
null
9.845789
Urban
Premium
1
8
687
9
2021-10-14 15:21:39.155231
Good
Yes
Rarely
House
489
1,185,402
49
Male
5,727
Married
4
Master's
Unemployed
36.938733
Rural
Premium
null
0
695
9
2021-06-02 15:21:39.155231
Poor
Yes
Daily
House
2,394
1,185,403
53
Male
13,881
Divorced
4
Bachelor's
Unemployed
17.836785
Urban
Premium
0
17
692
8
2022-11-03 15:21:39.173834
Average
Yes
Rarely
House
24
1,185,404
28
Female
7,077
Married
2
Master's
Unemployed
null
Suburban
Premium
0
14
678
7
2021-06-08 15:21:39.205850
Average
No
Weekly
Apartment
1,665
1,185,405
18
Male
4,469
Married
2
High School
Unemployed
20.536617
Rural
Basic
0
2
418
4
2019-09-04 15:21:39.081504
Average
No
Weekly
Apartment
1,139
1,185,406
27
Male
2,088
Divorced
0
High School
Employed
15.448741
Urban
Comprehensive
0
12
469
1
2022-05-07 15:21:39.087123
Good
No
Monthly
Apartment
2,657
1,185,407
54
Female
93,685
Single
2
High School
Unemployed
4.09069
Urban
Comprehensive
2
7
327
7
2024-01-10 15:21:39.155231
Average
Yes
Weekly
Condo
2,874
1,185,408
null
Male
34,580
Divorced
4
High School
null
8.879107
Suburban
Premium
null
6
681
8
2020-09-11 15:21:39.247098
Good
No
Monthly
Apartment
586
1,185,409
47
Female
43,814
Single
3
PhD
null
null
Urban
Premium
2
13
821
5
2020-01-10 15:21:39.134960
Poor
Yes
Rarely
Condo
693
1,185,410
39
Female
36,313
Divorced
2
Bachelor's
Self-Employed
24.61563
Suburban
Basic
1
1
420
4
2023-06-03 15:21:39.149731
Average
Yes
Weekly
Condo
29
1,185,411
33
Male
66,467
Divorced
4
Master's
null
45.867885
Urban
Basic
null
17
302
5
2020-06-12 15:21:39.134960
Average
No
Monthly
House
531
1,185,412
30
Male
1,336
Single
4
PhD
null
33.859316
Rural
Premium
1
18
null
4
2024-02-05 15:21:39.274993
Good
Yes
Daily
House
3,028
1,185,413
46
Female
3,447
Married
0
Master's
null
45.606221
Rural
Basic
3
11
703
7
2021-11-08 15:21:39.214388
Good
Yes
Rarely
Condo
1,214
1,185,414
39
Female
31,625
Single
0
High School
Self-Employed
48.828359
Rural
Premium
null
5
842
7
2021-09-29 15:21:39.091080
Poor
Yes
Rarely
Condo
422
1,185,415
38
Female
8,472
Divorced
null
Master's
Employed
32.59752
Suburban
Premium
null
0
489
6
2021-05-27 15:21:39.226954
Average
No
Weekly
Apartment
112
1,185,416
45
Female
17,995
Divorced
3
Master's
Self-Employed
14.392881
Urban
Basic
null
15
677
2
2021-04-27 15:21:39.155231
Average
Yes
Monthly
Condo
66
1,185,417
28
Male
11,537
Married
0
PhD
Self-Employed
19.816672
Urban
Basic
0
8
796
7
2020-03-06 15:21:39.134960
Average
No
Daily
Apartment
577
1,185,418
52
Female
20,891
Single
1
High School
Unemployed
48.67675
Rural
Basic
null
19
612
5
2019-09-25 15:21:39.250151
Good
Yes
Daily
House
3,162
1,185,419
22
Female
5,899
Single
null
Master's
Unemployed
44.772628
Suburban
Basic
1
9
728
4
2020-03-30 15:21:39.244069
Poor
No
Weekly
Condo
687
1,185,420
18
Female
85,840
Single
3
PhD
Employed
36.048815
Rural
Premium
1
8
null
1
2023-01-24 15:21:39.229482
Poor
No
Weekly
House
49
1,185,421
20
Male
2,845
Single
3
Bachelor's
null
16.987437
Rural
Premium
0
16
330
7
2023-08-18 15:21:39.134960
Average
Yes
Monthly
House
449
1,185,422
52
Female
43,251
Single
2
Master's
Employed
8.611658
Rural
Basic
2
10
null
9
2020-04-29 15:21:39.132191
Good
Yes
Daily
Condo
1,895
1,185,423
45
Female
2,747
Divorced
0
High School
null
23.945253
Suburban
Basic
null
8
446
4
2020-05-02 15:21:39.250151
Poor
No
Monthly
Apartment
589
1,185,424
23
Female
61,696
Married
4
PhD
Unemployed
15.459864
Urban
Basic
null
7
423
6
2024-06-09 15:21:39.223901
Poor
Yes
Monthly
Apartment
481
1,185,425
28
Male
1,608
Married
4
Bachelor's
null
47.949701
Suburban
Premium
0
8
799
1
2020-08-06 15:21:39.134960
Average
Yes
Weekly
Apartment
20
1,185,426
58
Male
36,952
Single
4
Master's
Self-Employed
42.93628
Rural
Comprehensive
null
18
616
4
2021-12-16 15:21:39.260856
Good
No
Monthly
Condo
156
1,185,427
31
Male
76,609
Single
4
Bachelor's
Unemployed
30.948449
Urban
Comprehensive
1
12
349
1
2020-06-10 15:21:39.198406
Average
Yes
Daily
House
921
1,185,428
35
Male
8,903
Married
null
Bachelor's
Unemployed
27.792849
Rural
Comprehensive
3
5
null
6
2023-02-10 15:21:39.197445
null
Yes
Rarely
Apartment
2,249
1,185,429
null
Female
36,089
Married
3
PhD
Self-Employed
18.150135
Rural
Basic
1
1
343
1
2020-03-18 15:21:39.151732
null
Yes
Rarely
Apartment
1,252
1,185,430
47
Female
6,642
null
2
PhD
Employed
12.451481
Urban
Basic
null
2
431
9
2020-08-20 15:21:39.094752
Average
Yes
Weekly
Condo
2,073
1,185,431
27
Male
5,513
Single
2
Master's
Employed
null
Rural
Premium
null
5
591
5
2022-12-08 15:21:39.207847
Poor
Yes
Monthly
Apartment
822
1,185,432
38
Female
1,043
Divorced
0
Master's
null
9.926363
Rural
Comprehensive
2
9
511
2
2020-10-12 15:21:39.084065
Average
Yes
Rarely
Condo
2,585
1,185,433
35
Male
5,732
Married
null
Master's
null
null
Urban
Comprehensive
null
18
677
5
2023-02-02 15:21:39.167099
Poor
No
Rarely
Condo
513
1,185,434
43
Male
28,785
Single
3
High School
Unemployed
29.391395
Suburban
Comprehensive
0
11
694
2
2020-01-09 15:21:39.205850
Average
Yes
Monthly
Condo
1,007
1,185,435
44
Female
7,053
Single
4
PhD
Employed
null
Suburban
Comprehensive
null
2
677
9
2021-09-28 15:21:39.206847
Poor
No
Weekly
Condo
842
1,185,436
51
Female
7,605
Single
3
Bachelor's
Employed
28.472581
Suburban
Premium
0
19
378
3
2021-07-21 15:21:39.155231
Poor
No
Monthly
House
1,715
1,185,437
27
Male
6,455
Married
1
PhD
Employed
35.556613
Suburban
Comprehensive
2
2
758
7
2022-02-15 15:21:39.254678
Good
Yes
Rarely
Condo
939
1,185,438
32
Female
81,723
Single
3
High School
null
29.32842
Urban
Premium
1
14
754
4
2021-12-28 15:21:39.085129
Average
No
Daily
House
340
1,185,439
29
Male
826
Single
2
PhD
Unemployed
null
Suburban
Basic
0
19
null
4
2022-03-16 15:21:39.155231
Average
No
Rarely
House
731
1,185,440
46
Female
10,905
Divorced
4
Master's
Self-Employed
36.817848
Rural
Premium
0
9
597
3
2023-08-01 15:21:39.254678
Good
No
Daily
Condo
479
1,185,441
46
Female
2,011
Divorced
null
Bachelor's
null
18.958849
Rural
Premium
0
10
656
1
2022-05-10 15:21:39.134960
Poor
No
Monthly
Apartment
32
1,185,442
52
Male
91,499
Married
null
High School
Self-Employed
null
Rural
Basic
null
19
472
8
2021-02-11 15:21:39.125660
Poor
Yes
Monthly
Condo
1,597
1,185,443
37
Female
null
Divorced
1
High School
null
null
Rural
Basic
2
19
434
2
2020-04-24 15:21:39.207847
Good
Yes
Weekly
House
1,783
1,185,444
23
Male
7,843
Married
1
Master's
null
24.410471
Suburban
Premium
null
12
553
8
2023-04-15 15:21:39.155231
Average
Yes
Weekly
Condo
2,456
1,185,445
48
Female
53,713
Divorced
4
PhD
Self-Employed
null
Urban
Premium
2
9
493
9
2023-02-19 15:21:39.081504
Average
No
Weekly
Condo
916
1,185,446
39
Female
21,835
Single
1
Bachelor's
Employed
11.356845
Urban
Premium
2
10
414
2
2020-05-13 15:21:39.152732
Good
No
Daily
House
523
1,185,447
48
Male
26,263
Divorced
3
PhD
null
19.83524
Suburban
Comprehensive
0
16
null
6
2024-03-05 15:21:39.196387
Poor
No
Daily
Condo
2,188
1,185,448
45
Female
73,073
Divorced
2
PhD
Employed
10.836857
Rural
Premium
1
7
442
9
2023-02-14 15:21:39.221386
Poor
Yes
Rarely
House
1,251
1,185,449
57
Female
15,963
Married
3
Master's
null
11.917259
Rural
Comprehensive
2
0
659
3
2023-07-09 15:21:39.274993
Average
Yes
Daily
Condo
837
1,185,450
64
Male
9,015
Married
2
High School
null
44.945697
Suburban
Premium
1
16
469
4
2024-05-15 15:21:39.175719
Poor
No
Weekly
Apartment
132
1,185,451
30
Female
6,792
Divorced
1
High School
Unemployed
29.704814
Rural
Basic
null
14
331
5
2020-02-24 15:21:39.237118
Average
Yes
Daily
House
527
1,185,452
25
Male
13,948
Single
0
Master's
Self-Employed
11.926473
Urban
Comprehensive
null
3
388
1
2022-07-17 15:21:39.155231
Average
No
Monthly
House
861
1,185,453
32
Female
30,221
Divorced
3
PhD
Employed
10.788333
Rural
Premium
null
7
744
8
2022-04-01 15:21:39.194829
Good
No
Monthly
Condo
584
1,185,454
49
Female
80,626
Divorced
0
PhD
null
51.448088
Urban
Comprehensive
0
0
845
4
2019-08-26 15:21:39.274993
Good
Yes
Monthly
House
890
1,185,455
53
Male
6,925
Married
1
PhD
null
24.553968
Suburban
Basic
0
12
571
7
2020-06-21 15:21:39.081504
Good
Yes
Weekly
Condo
2,161
1,185,456
63
Female
1,310
Divorced
2
Master's
null
30.927059
Suburban
Basic
0
0
844
6
2023-07-07 15:21:39.181605
Average
No
Daily
Apartment
24
1,185,457
39
Female
2,352
Married
4
Bachelor's
Self-Employed
null
Rural
Premium
0
9
698
7
2024-01-09 15:21:39.259788
Poor
Yes
Daily
House
1,217
1,185,458
57
Female
30,224
Divorced
0
High School
null
28.244292
Urban
Comprehensive
1
17
690
8
2020-05-21 15:21:39.192212
Average
Yes
Daily
House
759
1,185,459
18
Male
49,062
Married
1
Master's
Unemployed
42.835198
Suburban
Basic
2
7
757
5
2022-03-02 15:21:39.122134
Poor
No
Daily
House
2,156
1,185,460
44
Female
1,428
Married
4
Master's
null
20.276428
Suburban
Comprehensive
2
5
553
8
2019-10-18 15:21:39.155231
Average
No
Weekly
House
434
1,185,461
25
Male
100,290
Single
3
High School
null
13.71756
Urban
Comprehensive
0
6
585
1
2023-04-10 15:21:39.237118
Average
Yes
Daily
Condo
179
1,185,462
24
Male
106,741
Divorced
2
PhD
null
18.539298
Rural
Basic
null
13
418
9
2019-12-12 15:21:39.118178
Good
Yes
Rarely
Apartment
1,057
1,185,463
46
Female
26,850
Divorced
0
Bachelor's
Employed
25.127801
Urban
Comprehensive
0
16
764
6
2021-03-27 15:21:39.263607
Average
No
Daily
House
1,493
1,185,464
27
Female
7,580
Divorced
4
Bachelor's
Unemployed
16.716429
Urban
Premium
null
19
592
7
2020-07-02 15:21:39.110557
Average
No
Monthly
House
678
1,185,465
63
Male
3,563
Divorced
0
PhD
null
45.460869
Urban
Comprehensive
null
8
506
3
2022-07-18 15:21:39.107553
Average
No
Weekly
Condo
1,581
1,185,466
59
Male
25,704
Married
2
High School
null
13.739476
Suburban
Premium
0
3
636
1
2022-10-15 15:21:39.084065
Good
No
Weekly
Condo
799
1,185,467
33
Male
3,580
Single
3
Master's
Self-Employed
27.754002
Suburban
Basic
null
10
684
7
2020-03-10 15:21:39.237118
Poor
No
Rarely
Apartment
1,878
1,185,468
45
Male
14,081
Single
3
Bachelor's
null
5.592557
Rural
Premium
null
7
799
1
2021-04-29 15:21:39.092127
Good
No
Weekly
Apartment
463
1,185,469
61
Female
3,195
Single
2
PhD
Unemployed
30.08169
Suburban
Comprehensive
null
13
509
7
2024-01-05 15:21:39.079128
Good
Yes
Weekly
House
1,203
1,185,470
43
Male
null
Single
0
Bachelor's
Self-Employed
22.129318
Rural
Basic
2
9
390
4
2020-03-25 15:21:39.222387
Average
No
Weekly
Condo
2,023
1,185,471
34
Female
60,421
Divorced
0
Master's
Unemployed
13.243042
Rural
Premium
null
6
473
7
2021-04-10 15:21:39.155231
Average
No
Daily
Apartment
2,805
1,185,472
50
Female
18,313
Married
2
High School
Employed
44.144874
Suburban
Basic
null
10
585
6
2024-02-11 15:21:39.155231
Average
No
Daily
House
1,217
1,185,473
54
Male
2,557
Married
4
Bachelor's
Employed
14.928135
Suburban
Comprehensive
0
6
603
2
2022-07-08 15:21:39.250151
Poor
No
Daily
Apartment
2,715
1,185,474
63
Male
43,750
Married
1
Master's
Employed
27.827532
Suburban
Comprehensive
null
12
653
8
2022-06-30 15:21:39.209847
Average
No
Monthly
House
3,088
1,185,475
26
Male
71,272
Married
3
Bachelor's
null
20.584565
Suburban
Comprehensive
3
0
828
7
2021-05-22 15:21:39.092127
Average
Yes
Rarely
Condo
100
1,185,476
64
Male
20,842
Single
1
Bachelor's
null
18.153947
Urban
Premium
2
16
null
2
2021-06-26 15:21:39.118178
null
Yes
Rarely
House
796
1,185,477
18
Female
3,577
Married
2
Master's
Employed
36.649029
Rural
Premium
0
3
439
5
2023-04-03 15:21:39.211806
Good
No
Monthly
House
1,298
1,185,478
37
Female
76,726
Divorced
0
PhD
null
35.273949
Rural
Comprehensive
2
1
329
6
2023-07-25 15:21:39.184157
Average
Yes
Monthly
House
362
1,185,479
33
Female
4,828
Single
3
Master's
null
13.002443
Rural
Basic
1
4
304
6
2021-04-19 15:21:39.226954
Poor
Yes
Weekly
Apartment
828
1,185,480
49
Male
7,466
Married
4
High School
Employed
28.9984
Suburban
Basic
null
18
null
3
2022-11-28 15:21:39.177724
Good
No
Weekly
Apartment
1,708
1,185,481
29
Female
null
Divorced
2
PhD
Self-Employed
21.786661
Urban
Basic
0
9
480
3
2020-04-03 15:21:39.237118
Poor
No
Weekly
Apartment
195
1,185,482
21
Male
39,744
Divorced
0
Master's
null
7.893099
Rural
Premium
null
6
476
5
2022-06-30 15:21:39.167099
Average
Yes
Rarely
Condo
1,452
1,185,483
44
Male
101,247
Divorced
0
PhD
Unemployed
7.147926
Rural
Basic
0
9
null
1
2023-04-10 15:21:39.247098
Poor
No
Daily
Condo
312
1,185,484
22
Female
102,319
Single
0
PhD
null
33.993746
Rural
Premium
1
16
565
3
2023-04-29 15:21:39.225916
null
Yes
Monthly
Apartment
2,194
1,185,485
39
Male
109,866
Single
4
PhD
null
19.501567
Suburban
Basic
1
13
518
2
2024-01-16 15:21:39.147735
Good
No
Weekly
Condo
48
1,185,486
22
Female
25,481
Married
1
High School
Unemployed
null
Rural
Comprehensive
null
16
735
1
2023-10-15 15:21:39.192212
Poor
Yes
Rarely
House
1,447
1,185,487
23
Female
8,324
null
0
Master's
Self-Employed
17.36353
Rural
Basic
null
14
null
9
2022-02-26 15:21:39.155231
Good
No
Monthly
Condo
65
1,185,488
63
Female
36,287
Married
2
PhD
Self-Employed
32.091987
Urban
Premium
null
18
null
9
2022-07-01 15:21:39.274993
Average
No
Rarely
House
1,105
1,185,489
56
Female
75,783
Divorced
0
Bachelor's
null
15.681234
Urban
Basic
2
18
657
5
2021-01-17 15:21:39.233998
Average
Yes
Monthly
Apartment
50
1,185,490
19
Male
35,422
Divorced
4
High School
Self-Employed
null
Rural
Premium
null
9
824
1
2021-12-18 15:21:39.152732
Average
Yes
Monthly
Condo
814
1,185,491
55
Female
15,380
Single
0
High School
Unemployed
null
Urban
Basic
null
15
772
2
2023-01-07 15:21:39.151732
Average
Yes
Weekly
Apartment
884
1,185,492
54
Male
43,892
Married
0
High School
null
50.704205
Suburban
Premium
0
2
576
2
2020-06-01 15:21:39.192212
Poor
Yes
Weekly
Condo
1,732
1,185,493
42
Male
1,807
Single
3
Master's
Unemployed
27.38992
Suburban
Basic
0
17
507
1
2024-05-07 15:21:39.134960
Poor
No
Rarely
House
29
1,185,494
61
Male
91,570
Divorced
1
PhD
Unemployed
49.966176
Rural
Comprehensive
3
0
497
4
2022-02-22 15:21:39.155231
Good
Yes
Weekly
Condo
467
1,185,495
62
Male
29,365
Married
2
PhD
Unemployed
7.392396
Suburban
Premium
2
16
831
8
2022-01-31 15:21:39.237118
Good
No
Monthly
Apartment
1,379
1,185,496
54
Female
26,593
Divorced
4
High School
null
11.717688
Suburban
Comprehensive
0
14
513
6
2020-12-17 15:21:39.244069
Poor
No
Daily
Apartment
675
1,185,497
62
Male
1,291
Divorced
4
PhD
Self-Employed
33.892708
Urban
Comprehensive
null
19
437
4
2022-06-08 15:21:39.092127
Good
Yes
Rarely
Apartment
1,279
1,185,498
32
Male
2,562
Single
1
Master's
null
32.373389
Suburban
Premium
null
4
434
5
2021-01-26 15:21:39.155231
Poor
No
Rarely
Condo
1,543
1,185,499
23
Female
34,187
Divorced
4
Master's
null
42.836844
Rural
Comprehensive
0
2
591
7
2020-08-19 15:21:39.155231
Poor
Yes
Monthly
House
1,083