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
1,169,400
57
Female
28,722
Married
3
Master's
Self-Employed
30.909
Suburban
Comprehensive
0
2
761
6
2020-06-17 15:21:39.134960
Average
Yes
Monthly
Apartment
2,704
1,169,401
51
Male
84,380
Married
null
Master's
Self-Employed
15.723979
Rural
Comprehensive
0
9
743
4
2020-08-05 15:21:39.124659
Poor
No
Monthly
House
194
1,169,402
20
Male
19,318
Divorced
3
Master's
Employed
6.099733
Urban
Basic
null
7
540
6
2022-05-28 15:21:39.164044
Good
Yes
Rarely
House
618
1,169,403
38
Female
34,975
Married
1
PhD
null
29.056765
Suburban
Premium
null
4
758
3
2023-05-07 15:21:39.237118
Good
No
Monthly
Apartment
736
1,169,404
22
Female
61,652
Single
null
PhD
Employed
7.195512
Urban
Basic
1
15
393
6
2024-04-07 15:21:39.177724
null
Yes
Rarely
Apartment
35
1,169,405
61
Male
29,894
Divorced
3
Master's
Employed
12.749353
Rural
Premium
2
12
607
3
2023-03-04 15:21:39.155231
Good
Yes
Daily
Condo
602
1,169,406
59
Female
57,594
Single
2
PhD
null
41.08005
Rural
Premium
null
9
705
7
2020-11-19 15:21:39.283783
Good
No
Rarely
Apartment
298
1,169,407
28
Male
47,922
Married
4
High School
Self-Employed
18.803012
Suburban
Basic
1
16
302
9
2023-10-28 15:21:39.276388
Poor
Yes
Monthly
Apartment
583
1,169,408
53
Male
110,136
Single
0
Bachelor's
Employed
30.77365
Urban
Comprehensive
2
1
684
8
2024-01-27 15:21:39.194829
Poor
Yes
Monthly
House
2,083
1,169,409
36
Male
930
Married
1
PhD
null
36.086259
Suburban
Comprehensive
null
10
348
3
2022-12-25 15:21:39.133866
Average
Yes
Weekly
Condo
648
1,169,410
29
Male
39,731
Single
4
Bachelor's
null
11.874768
Rural
Basic
0
1
613
4
2020-06-11 15:21:39.167099
Average
Yes
Rarely
Condo
838
1,169,411
38
Female
81,248
Married
3
PhD
Employed
13.75611
Rural
Comprehensive
null
3
385
4
2023-06-20 15:21:39.237118
Poor
No
Weekly
Condo
776
1,169,412
62
Female
103,845
Single
null
Bachelor's
Employed
39.989399
Rural
Comprehensive
1
11
492
1
2021-01-16 15:21:39.144722
Average
No
Monthly
Apartment
2,329
1,169,413
40
Male
121,621
Married
4
Bachelor's
Unemployed
46.878235
Rural
Comprehensive
1
12
393
3
2020-02-03 15:21:39.081504
Average
Yes
Rarely
House
1,229
1,169,414
46
Male
57,521
Married
2
High School
Unemployed
47.263055
Urban
Comprehensive
1
17
345
4
2021-05-10 15:21:39.144722
Poor
No
Daily
House
870
1,169,415
41
Male
92,614
Divorced
2
Bachelor's
null
34.937938
Rural
Premium
null
7
431
4
2024-06-08 15:21:39.134960
Average
No
Daily
House
107
1,169,416
26
Female
63,787
Divorced
null
Master's
Employed
14.173318
Rural
Basic
0
6
431
1
2024-03-21 15:21:39.237118
Poor
Yes
Monthly
House
1,332
1,169,417
53
Female
43,943
Divorced
2
Bachelor's
null
31.908781
Suburban
Premium
1
15
471
3
2023-09-07 15:21:39.130190
Average
No
Monthly
Condo
1,122
1,169,418
null
Male
15,284
Divorced
0
High School
Self-Employed
21.696963
Rural
Premium
0
5
379
9
2023-06-14 15:21:39.079128
null
No
Weekly
Condo
1,324
1,169,419
62
Female
6,207
Divorced
4
Bachelor's
null
22.858519
Urban
Basic
0
2
603
8
2023-03-29 15:21:39.092127
Poor
No
Monthly
House
22
1,169,420
48
Female
null
Single
2
High School
Self-Employed
26.912679
Suburban
Premium
null
7
343
8
2022-09-04 15:21:39.092127
Poor
No
Rarely
House
2,376
1,169,421
53
Male
52,346
Married
null
High School
null
11.519917
Urban
Premium
null
7
336
8
2020-09-11 15:21:39.079128
Poor
No
Rarely
House
2,362
1,169,422
53
Male
1,783
Single
0
Master's
null
24.284938
Rural
Comprehensive
1
3
477
6
2023-10-22 15:21:39.146733
Average
Yes
Daily
Apartment
745
1,169,423
63
Female
24,862
Single
2
High School
Employed
12.956702
Urban
Premium
0
18
838
5
2020-09-25 15:21:39.105504
null
No
Monthly
House
1,033
1,169,424
26
Female
17,096
Single
2
Bachelor's
Self-Employed
23.823009
Suburban
Premium
1
19
559
8
2024-02-28 15:21:39.274993
Average
Yes
Weekly
Apartment
993
1,169,425
56
Female
3,924
Divorced
2
PhD
Unemployed
44.133625
Suburban
Premium
2
0
423
4
2020-02-16 15:21:39.229482
Average
No
Daily
House
552
1,169,426
33
Female
8,096
Single
1
Master's
Employed
4.957008
Suburban
Basic
null
16
469
7
2020-06-19 15:21:39.172097
Average
Yes
Monthly
House
1,874
1,169,427
57
Male
70,967
Divorced
2
Master's
Self-Employed
44.098124
Urban
Comprehensive
1
0
521
6
2021-08-07 15:21:39.134960
Poor
No
Monthly
Condo
100
1,169,428
54
Female
39,681
Single
1
PhD
Unemployed
19.473769
Rural
Comprehensive
0
8
629
2
2021-05-02 15:21:39.207847
Poor
No
Monthly
Condo
902
1,169,429
43
Female
6,621
Single
4
High School
null
44.294664
Suburban
Basic
0
11
742
5
2023-08-30 15:21:39.237118
Good
No
Weekly
House
1,292
1,169,430
55
Male
50,914
Divorced
3
High School
null
null
Rural
Basic
null
19
454
6
2022-05-29 15:21:39.256696
Poor
No
Weekly
Apartment
551
1,169,431
52
Female
27,464
Single
0
High School
Self-Employed
18.18889
Suburban
Comprehensive
null
3
835
2
2022-10-19 15:21:39.105504
Good
No
Monthly
Condo
260
1,169,432
43
Female
20,705
Divorced
1
Bachelor's
Self-Employed
20.798218
Rural
Basic
null
14
727
9
2022-02-15 15:21:39.176717
Good
No
Rarely
Condo
1,487
1,169,433
61
Male
45,612
Married
4
Bachelor's
Self-Employed
29.839791
Urban
Basic
null
7
825
3
2021-04-22 15:21:39.206847
Poor
No
Rarely
Condo
1,836
1,169,434
30
Male
55,908
Divorced
4
Bachelor's
Unemployed
5.957281
Urban
Comprehensive
2
1
616
2
2023-10-05 15:21:39.126661
null
No
Daily
Condo
1,216
1,169,435
34
Female
43,481
Divorced
2
Master's
Self-Employed
14.837009
Urban
Premium
0
14
544
1
2020-01-10 15:21:39.155231
Average
No
Monthly
House
537
1,169,436
55
Female
39,649
Single
2
PhD
Unemployed
14.923842
Urban
Comprehensive
0
2
null
9
2020-12-15 15:21:39.121169
Average
Yes
Daily
Condo
710
1,169,437
52
Male
41,634
Single
2
Bachelor's
Employed
25.715405
Rural
Premium
0
9
null
8
2023-06-14 15:21:39.147735
Good
Yes
Monthly
Apartment
227
1,169,438
58
Male
43,835
Married
1
High School
Self-Employed
null
Suburban
Premium
null
18
751
7
2020-01-22 15:21:39.271453
Poor
No
Monthly
Condo
552
1,169,439
41
Female
25,894
Divorced
4
Master's
Unemployed
40.828548
Rural
Comprehensive
0
11
314
9
2022-06-26 15:21:39.233998
Average
Yes
Monthly
Apartment
562
1,169,440
47
Female
4,566
Married
1
High School
Employed
26.539154
Rural
Premium
1
13
772
3
2019-11-15 15:21:39.278402
Poor
No
Daily
House
738
1,169,441
62
Male
16,891
Single
1
High School
null
35.945407
Urban
Comprehensive
1
18
786
7
2020-01-30 15:21:39.155231
Good
No
Monthly
Apartment
648
1,169,442
38
Female
7,894
Single
1
PhD
Self-Employed
16.946357
Urban
Premium
0
2
null
4
2022-02-14 15:21:39.271453
Average
No
Monthly
Apartment
1,541
1,169,443
59
Male
124,552
Single
4
Bachelor's
Unemployed
30.777313
Suburban
Premium
0
1
469
2
2023-12-22 15:21:39.155231
Good
No
Rarely
House
3,874
1,169,444
36
Male
5,530
Single
0
Master's
Employed
28.773569
Urban
Comprehensive
0
1
772
8
2023-02-12 15:21:39.182597
Good
No
Weekly
Condo
1,255
1,169,445
61
Male
28,418
Single
0
Bachelor's
Self-Employed
24.943123
Rural
Comprehensive
1
15
310
4
2021-08-28 15:21:39.265513
Good
No
Rarely
House
548
1,169,446
43
Female
6,813
Married
3
High School
Employed
39.444089
Rural
Comprehensive
1
9
654
3
2022-09-06 15:21:39.125660
Poor
Yes
Daily
Apartment
553
1,169,447
57
Female
38,768
Married
2
High School
Unemployed
null
Rural
Premium
0
4
694
9
2022-11-06 15:21:39.237118
Average
Yes
Rarely
House
1,436
1,169,448
20
Female
102,392
Single
3
Master's
Unemployed
46.881001
Rural
Comprehensive
0
0
678
1
2020-02-02 15:21:39.100695
null
No
Monthly
Condo
32
1,169,449
38
Female
23,732
Divorced
3
PhD
null
6.65422
Urban
Comprehensive
null
13
699
1
2020-07-04 15:21:39.084065
Poor
No
Daily
Apartment
954
1,169,450
26
Male
76,658
Divorced
0
Master's
null
27.719305
Suburban
Basic
1
5
null
2
2022-03-18 15:21:39.121169
Average
No
Daily
Condo
4,261
1,169,451
45
Male
3,899
Single
3
High School
null
null
Rural
Basic
0
3
704
1
2022-06-11 15:21:39.185215
Poor
Yes
Rarely
Condo
835
1,169,452
62
Male
16,319
Divorced
null
High School
null
23.632135
Rural
Basic
null
11
652
2
2021-04-21 15:21:39.082499
null
Yes
Rarely
Condo
323
1,169,453
56
Female
101,914
Divorced
1
High School
Unemployed
38.987792
Rural
Premium
0
12
null
7
2020-01-20 15:21:39.252145
Poor
Yes
Weekly
Apartment
218
1,169,454
60
Male
26,985
Single
3
Master's
Unemployed
21.418899
Suburban
Comprehensive
0
19
573
5
2022-08-29 15:21:39.134960
Average
No
Weekly
Apartment
522
1,169,455
47
Female
20,982
Single
3
High School
Unemployed
9.131313
Urban
Premium
null
4
838
3
2020-09-26 15:21:39.085129
null
No
Weekly
Condo
688
1,169,456
39
Female
93,082
Divorced
null
Bachelor's
Self-Employed
33.936274
Urban
Premium
null
0
810
4
2023-06-18 15:21:39.231531
Good
Yes
Daily
Condo
327
1,169,457
48
Female
42,048
Married
1
High School
Self-Employed
12.849359
Rural
Premium
0
5
338
1
2024-07-16 15:21:39.194829
Good
Yes
Daily
Condo
1,033
1,169,458
38
Female
3,253
Married
null
PhD
null
18.917956
Suburban
Basic
3
8
361
1
2021-03-24 15:21:39.231531
Good
Yes
Daily
House
1,625
1,169,459
31
Male
null
Married
3
Master's
Employed
14.397206
Suburban
Premium
0
5
710
7
2023-07-14 15:21:39.273973
Poor
Yes
Weekly
Condo
73
1,169,460
38
Male
71,518
Divorced
0
PhD
Unemployed
23.24073
Rural
Comprehensive
2
6
629
1
2021-01-29 15:21:39.225916
Poor
No
Daily
Apartment
3,299
1,169,461
27
Male
8,253
Married
0
PhD
null
15.35621
Urban
Basic
1
17
838
5
2021-05-31 15:21:39.181605
Good
No
Weekly
Apartment
179
1,169,462
22
Male
34,652
Married
3
PhD
Employed
28.099089
Urban
Comprehensive
null
3
828
1
2022-11-10 15:21:39.248098
Good
No
Daily
Condo
224
1,169,463
23
Female
51,263
Single
4
High School
Employed
11.812974
Rural
Premium
null
2
384
8
2021-04-13 15:21:39.271453
Average
No
Weekly
Apartment
1,337
1,169,464
49
Female
82,694
Single
3
High School
null
7.63399
Suburban
Comprehensive
3
7
578
8
2023-03-19 15:21:39.109552
Poor
No
Monthly
Condo
1,853
1,169,465
44
Male
101,501
Married
2
Master's
Employed
9.397895
Suburban
Comprehensive
0
4
829
9
2023-04-05 15:21:39.202448
Poor
Yes
Rarely
Condo
354
1,169,466
54
Male
39,706
Single
2
Bachelor's
Unemployed
null
Rural
Premium
1
14
null
1
2022-12-30 15:21:39.085129
Good
Yes
Rarely
Apartment
940
1,169,467
33
Male
12,084
Single
0
PhD
null
31.591527
Rural
Premium
null
16
null
4
2020-04-20 15:21:39.134960
null
Yes
Daily
House
1,409
1,169,468
null
Male
2,819
Married
0
PhD
null
30.98811
Suburban
Comprehensive
0
16
null
1
2022-09-08 15:21:39.246098
Good
No
Rarely
Condo
154
1,169,469
56
Male
9,237
Single
3
PhD
Self-Employed
15.851118
Urban
Premium
null
1
null
6
2023-08-17 15:21:39.248098
Poor
Yes
Weekly
Apartment
2,638
1,169,470
18
Female
43,750
Married
3
Bachelor's
null
24.865962
Suburban
Premium
null
13
null
5
2020-11-05 15:21:39.237118
Poor
Yes
Rarely
Condo
589
1,169,471
28
Male
16,376
Married
2
Bachelor's
null
42.442719
Suburban
Premium
0
13
493
7
2021-11-17 15:21:39.267454
Average
Yes
Weekly
Condo
2,561
1,169,472
28
Male
730
Single
1
High School
null
41.484967
Rural
Premium
2
15
826
6
2023-01-21 15:21:39.125660
Poor
No
Weekly
Apartment
942
1,169,473
59
Female
1,208
Married
2
PhD
Unemployed
null
Urban
Basic
1
2
642
8
2020-08-05 15:21:39.146733
Poor
Yes
Rarely
Apartment
772
1,169,474
50
Female
3,849
Divorced
4
PhD
null
15.533922
Suburban
Comprehensive
3
13
554
3
2020-11-16 15:21:39.097737
Good
No
Weekly
Apartment
657
1,169,475
23
Female
2,521
Single
null
Bachelor's
null
12.643379
Rural
Premium
null
13
789
1
2023-08-01 15:21:39.145732
Poor
No
Monthly
House
100
1,169,476
54
Female
40,940
Single
1
PhD
Unemployed
30.989436
Suburban
Premium
0
4
null
1
2019-12-04 15:21:39.237118
Average
Yes
Monthly
Apartment
678
1,169,477
43
Male
78,981
Married
2
High School
null
36.479728
Rural
Basic
null
10
449
4
2019-11-04 15:21:39.121169
Good
Yes
Weekly
Apartment
1,516
1,169,478
39
Male
13,328
Single
4
Master's
Employed
20.181812
Urban
Comprehensive
0
12
731
1
2023-08-25 15:21:39.134960
Average
No
Rarely
House
551
1,169,479
46
Male
8,063
Married
2
PhD
null
46.169988
Rural
Basic
null
19
667
1
2021-04-23 15:21:39.082499
Average
Yes
Weekly
House
2,935
1,169,480
24
Female
43,949
Married
3
PhD
null
28.095928
Suburban
Comprehensive
1
12
684
2
2023-07-14 15:21:39.145732
Good
No
Monthly
Apartment
717
1,169,481
19
Male
23,058
Married
2
High School
Self-Employed
35.259433
Urban
Basic
1
13
646
4
2020-08-11 15:21:39.174719
Poor
No
Weekly
Apartment
612
1,169,482
58
Female
16,094
Married
0
Bachelor's
Self-Employed
31.167945
Rural
Basic
2
16
530
3
2021-05-07 15:21:39.237118
Good
Yes
Rarely
Apartment
2,457
1,169,483
19
Male
24,520
Single
0
Master's
Self-Employed
29.039089
Rural
Comprehensive
2
6
748
7
2023-03-31 15:21:39.224915
Average
No
Daily
Condo
213
1,169,484
20
Male
18,795
Divorced
0
High School
null
31.098358
Suburban
Basic
1
17
584
9
2023-11-29 15:21:39.134960
Average
Yes
Weekly
Apartment
1,580
1,169,485
60
Male
10,894
Married
1
Master's
Self-Employed
29.92749
Urban
Comprehensive
null
10
745
2
2023-05-30 15:21:39.134960
Poor
No
Weekly
Apartment
657
1,169,486
32
Male
25,334
Single
3
High School
Self-Employed
27.792821
Suburban
Basic
0
16
360
9
2023-04-06 15:21:39.120168
Poor
Yes
Daily
Apartment
1,011
1,169,487
51
Male
16,285
Single
1
Master's
null
28.252611
Rural
Comprehensive
null
3
719
2
2023-10-27 15:21:39.134960
Good
Yes
Weekly
Apartment
710
1,169,488
23
Male
27,189
Married
3
Bachelor's
Employed
19.79582
Suburban
Comprehensive
0
10
660
7
2021-01-01 15:21:39.152732
Average
No
Weekly
Apartment
28
1,169,489
44
Female
18,297
Married
4
Master's
Self-Employed
12.443207
Urban
Comprehensive
1
13
null
2
2021-05-12 15:21:39.086123
Poor
Yes
Daily
Apartment
872
1,169,490
47
Male
45,301
Married
0
High School
null
48.052734
Rural
Basic
0
5
null
4
2024-01-28 15:21:39.155231
Average
No
Daily
Apartment
2,175
1,169,491
25
Female
null
Single
2
PhD
Employed
25.389631
Urban
Premium
3
15
781
1
2022-07-30 15:21:39.188220
Average
No
Monthly
House
3,106
1,169,492
39
Female
4,440
Divorced
3
Master's
Self-Employed
42.896477
Suburban
Basic
1
5
498
8
2020-07-02 15:21:39.226954
Poor
Yes
Daily
Apartment
1,363
1,169,493
50
Female
9,813
Married
0
Bachelor's
null
23.036628
Urban
Premium
1
10
499
8
2021-04-28 15:21:39.171102
Average
No
Daily
Apartment
974
1,169,494
58
Female
6,841
Single
1
Bachelor's
Unemployed
29.78685
Suburban
Premium
null
16
697
1
2020-03-13 15:21:39.134960
Good
Yes
Weekly
House
2,089
1,169,495
47
Female
null
Divorced
3
Bachelor's
Unemployed
4.179001
Urban
Basic
1
12
430
1
2022-11-21 15:21:39.154008
Poor
No
Daily
Condo
1,258
1,169,496
49
Female
20,276
Married
null
Master's
Self-Employed
15.823605
Urban
Basic
0
19
639
2
2021-04-15 15:21:39.274993
Poor
No
Weekly
Apartment
556
1,169,497
60
Male
24,301
Married
1
Master's
null
26.77253
Suburban
Comprehensive
2
6
650
5
2023-11-01 15:21:39.201446
Good
No
Monthly
Apartment
125
1,169,498
27
Male
16,894
Married
4
PhD
Unemployed
13.025912
Suburban
Comprehensive
1
2
531
9
2022-02-21 15:21:39.134960
Poor
Yes
Monthly
House
659
1,169,499
42
Female
7,981
Single
4
Bachelor's
Self-Employed
21.079407
Suburban
Basic
0
8
730
4
2021-11-12 15:21:39.117183
Poor
Yes
Rarely
Apartment
3,111