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
19,400
30
Male
43,439
Single
1
Master's
Self-Employed
31.924083
Rural
Comprehensive
null
19
519
1
2024-02-15 15:21:39.233998
Poor
Yes
Rarely
House
687
19,401
62
Female
null
Divorced
4
PhD
null
27.845821
Urban
Comprehensive
null
2
null
1
2021-04-19 15:21:39.283783
Poor
No
Monthly
Apartment
75
19,402
50
Female
17,989
Single
3
High School
Self-Employed
18.454448
Suburban
Basic
1
10
678
1
2022-09-04 15:21:39.108562
Poor
Yes
Rarely
House
487
19,403
64
Male
95,595
Divorced
0
High School
Employed
36.771724
Rural
Comprehensive
2
13
584
6
2022-08-07 15:21:39.186212
Good
Yes
Rarely
House
3,341
19,404
45
Female
29,062
Married
1
Master's
Employed
null
Rural
Comprehensive
0
13
688
8
2020-04-25 15:21:39.274993
Average
Yes
Weekly
Condo
867
19,405
24
Female
2,968
Married
4
Master's
Employed
null
Urban
Premium
2
13
838
1
2024-02-08 15:21:39.114118
Good
No
Daily
Apartment
483
19,406
40
Male
35,329
Divorced
0
Master's
null
29.053198
Urban
Comprehensive
1
7
537
9
2023-08-09 15:21:39.094752
Poor
No
Rarely
Condo
940
19,407
28
Female
8,404
Single
4
Master's
Unemployed
46.156526
Suburban
Basic
1
5
427
3
2023-01-26 15:21:39.187211
null
Yes
Weekly
Condo
556
19,408
35
Male
18,085
Single
2
Bachelor's
Self-Employed
null
Urban
Basic
0
11
690
2
2020-06-15 15:21:39.081504
Good
No
Monthly
House
439
19,409
41
Male
42,851
Married
2
PhD
Unemployed
16.811104
Rural
Comprehensive
null
9
467
5
2022-07-04 15:21:39.237118
Good
Yes
Weekly
House
866
19,410
54
Female
37,673
Divorced
3
High School
null
16.182452
Suburban
Premium
null
16
711
7
2020-10-26 15:21:39.222387
Poor
No
Weekly
House
1,810
19,411
31
Male
26,830
Divorced
4
High School
Employed
21.333982
Urban
Premium
null
10
null
9
2023-12-26 15:21:39.164044
Good
Yes
Monthly
Apartment
363
19,412
34
Female
605
Divorced
1
High School
null
31.788178
Rural
Basic
0
9
524
6
2020-06-14 15:21:39.180553
Good
No
Daily
Apartment
263
19,413
56
Female
93,914
Divorced
null
Master's
Employed
16.140086
Rural
Basic
null
1
437
5
2022-05-27 15:21:39.102694
Average
No
Monthly
House
1,025
19,414
42
Male
35,153
Divorced
4
High School
null
40.914146
Suburban
Basic
null
1
658
3
2024-03-29 15:21:39.155231
Poor
No
Weekly
House
485
19,415
26
Male
64,910
Single
null
High School
null
22.187062
Urban
Premium
1
13
421
8
2020-12-03 15:21:39.155231
Poor
Yes
Monthly
Apartment
596
19,416
32
Female
9,081
Single
1
Bachelor's
Self-Employed
15.356658
Rural
Comprehensive
1
15
551
7
2022-03-18 15:21:39.126661
Poor
No
Rarely
Apartment
1,258
19,417
23
Male
64,122
Single
4
Bachelor's
Self-Employed
39.06862
Rural
Premium
null
6
779
6
2022-02-21 15:21:39.155231
Good
Yes
Monthly
House
376
19,418
35
Male
16,892
Married
2
Master's
null
25.160986
Urban
Comprehensive
0
13
845
6
2021-03-22 15:21:39.079128
Good
Yes
Monthly
Condo
956
19,419
56
Male
6,897
Single
2
Bachelor's
Employed
5.09266
Urban
Comprehensive
0
14
739
8
2022-07-08 15:21:39.274993
Poor
No
Monthly
House
957
19,420
22
Male
34,391
Married
2
Master's
Unemployed
9.143319
Urban
Comprehensive
1
13
607
2
2021-10-22 15:21:39.120168
Good
No
Rarely
Apartment
649
19,421
51
Male
6,531
Divorced
4
High School
Unemployed
9.817803
Rural
Basic
1
12
639
8
2021-04-28 15:21:39.172097
Average
No
Rarely
House
488
19,422
40
Male
24,862
Single
3
Bachelor's
Employed
23.164881
Suburban
Premium
1
12
779
2
2024-01-17 15:21:39.155231
Poor
Yes
Daily
Apartment
719
19,423
55
Male
18,405
Married
4
High School
Self-Employed
32.238031
Rural
Premium
1
14
582
5
2020-08-20 15:21:39.134960
Poor
Yes
Daily
Condo
602
19,424
32
Female
4,116
Divorced
0
Bachelor's
Self-Employed
11.587625
Rural
Basic
2
13
792
8
2020-07-28 15:21:39.221386
Good
No
Monthly
House
1,038
19,425
30
Male
13,925
Married
3
PhD
Unemployed
51.649991
Urban
Premium
null
16
838
4
2020-09-03 15:21:39.089116
Poor
No
Rarely
House
867
19,426
48
Male
23,983
Divorced
2
Master's
Employed
20.584773
Urban
Comprehensive
1
7
null
5
2019-08-31 15:21:39.155231
Poor
Yes
Daily
Condo
472
19,427
59
Female
29,863
Divorced
1
High School
Employed
9.248851
Rural
Premium
0
4
651
1
2020-01-06 15:21:39.194829
Poor
No
Daily
Apartment
565
19,428
64
Female
76,907
Single
1
Bachelor's
Unemployed
19.040869
Urban
Premium
1
2
312
8
2021-05-11 15:21:39.134960
null
Yes
Rarely
Apartment
2,287
19,429
28
Female
39,738
Divorced
1
Master's
Unemployed
18.895115
Suburban
Basic
null
8
541
2
2024-02-06 15:21:39.207847
Average
No
Rarely
Condo
1,259
19,430
22
Male
118,210
Divorced
4
Master's
Employed
45.707903
Urban
Basic
4
7
307
5
2022-04-12 15:21:39.188220
Good
Yes
Weekly
House
1,499
19,431
56
Male
51,592
Married
4
Master's
null
5.035434
Rural
Premium
2
14
801
1
2024-05-20 15:21:39.172097
Good
Yes
Monthly
Condo
2,226
19,432
52
Male
38,768
Single
2
Master's
Self-Employed
41.819205
Rural
Premium
2
18
602
3
2024-01-23 15:21:39.192212
Poor
Yes
Weekly
House
752
19,433
47
Female
26,604
Single
4
PhD
null
36.671849
Suburban
Basic
null
19
564
1
2022-03-05 15:21:39.192212
Good
Yes
Rarely
House
603
19,434
30
Male
18,382
Single
1
Bachelor's
null
42.869082
Rural
Premium
null
18
519
6
2022-09-08 15:21:39.281787
Poor
No
Rarely
Condo
1,301
19,435
58
Female
27,894
Divorced
1
Bachelor's
Employed
33.282908
Rural
Comprehensive
0
5
757
4
2020-04-06 15:21:39.111551
Poor
Yes
Weekly
House
1,171
19,436
50
Male
23,273
Divorced
4
High School
Employed
3.672403
Urban
Premium
2
9
364
9
2020-02-10 15:21:39.185215
null
Yes
Weekly
Apartment
943
19,437
null
Female
34,693
null
0
High School
Self-Employed
4.677592
Rural
Comprehensive
1
8
null
7
2022-11-01 15:21:39.226954
Good
Yes
Monthly
House
65
19,438
22
Male
9,947
Single
3
Master's
Self-Employed
23.642669
Rural
Comprehensive
1
15
574
3
2021-08-12 15:21:39.237118
Poor
No
Rarely
House
645
19,439
43
Male
24,959
Divorced
2
Master's
Unemployed
22.865442
Rural
Premium
null
17
null
4
2024-05-11 15:21:39.155231
Average
No
Weekly
Apartment
751
19,440
26
Male
6,904
Single
4
PhD
null
10.378057
Urban
Comprehensive
null
9
509
9
2020-06-14 15:21:39.134960
Poor
No
Daily
House
1,703
19,441
21
Female
29,125
Divorced
3
Bachelor's
Self-Employed
20.811015
Suburban
Premium
1
0
757
1
2019-10-05 15:21:39.126661
Good
No
Weekly
Condo
597
19,442
56
Female
24,961
Divorced
3
High School
null
32.085625
Rural
Premium
0
14
848
2
2023-08-29 15:21:39.092127
Average
No
Weekly
House
1,260
19,443
18
Female
null
Single
1
Master's
null
41.837146
Rural
Premium
2
12
492
7
2019-09-28 15:21:39.086123
Average
Yes
Monthly
House
414
19,444
47
Male
null
Divorced
3
PhD
null
19.977497
Rural
Premium
0
14
404
6
2022-09-03 15:21:39.143708
Average
No
Daily
Apartment
537
19,445
40
Male
1,228
Single
2
Bachelor's
Employed
16.636689
Rural
Premium
0
1
517
6
2022-02-09 15:21:39.081504
Average
No
Rarely
Apartment
3,180
19,446
34
Female
9,073
Married
1
PhD
null
21.868703
Suburban
Comprehensive
0
15
615
3
2024-07-18 15:21:39.148733
Poor
Yes
Daily
Apartment
1,215
19,447
42
Female
29,173
Married
2
PhD
Employed
41.679909
Rural
Basic
1
11
576
5
2022-05-10 15:21:39.102694
Good
No
Monthly
Condo
487
19,448
37
Female
9,097
Single
1
Bachelor's
Self-Employed
22.138636
Urban
Premium
1
9
null
6
2021-08-24 15:21:39.287115
Average
Yes
Rarely
Apartment
1,053
19,449
32
Female
10,082
Divorced
2
Bachelor's
Employed
26.719058
Suburban
Comprehensive
2
7
477
7
2020-12-04 15:21:39.257696
Good
Yes
Daily
Apartment
1,486
19,450
28
Female
35,759
Divorced
4
PhD
Unemployed
17.939127
Urban
Basic
null
18
839
1
2023-05-17 15:21:39.149731
Good
No
Rarely
House
1,575
19,451
39
Male
18,259
Married
1
PhD
null
20.794859
Suburban
Comprehensive
2
10
590
5
2023-06-19 15:21:39.253660
Poor
No
Weekly
Apartment
1,150
19,452
64
Male
1,388
Single
4
PhD
Self-Employed
33.63731
Rural
Comprehensive
3
13
470
1
2024-08-14 15:21:39.133866
Poor
No
Rarely
Condo
482
19,453
29
Male
7,791
Divorced
0
Master's
null
22.881453
Urban
Comprehensive
1
18
703
2
2024-02-01 15:21:39.223901
Good
No
Daily
House
29
19,454
33
Male
102,828
Single
4
Bachelor's
Employed
13.042139
Urban
Basic
null
1
null
9
2023-03-26 15:21:39.128286
Average
Yes
Daily
Condo
334
19,455
63
Male
5,082
Married
3
PhD
Self-Employed
null
Suburban
Basic
null
0
731
3
2020-05-08 15:21:39.134960
Average
No
Daily
Apartment
1,189
19,456
38
Male
30,284
Single
3
PhD
null
27.66582
Rural
Premium
null
0
813
3
2021-05-06 15:21:39.087123
Poor
No
Monthly
Apartment
1,616
19,457
26
Male
16,854
Divorced
3
PhD
Unemployed
12.936858
Urban
Comprehensive
null
11
662
3
2024-07-16 15:21:39.232526
Good
No
Weekly
Condo
100
19,458
37
Female
29,317
Single
4
PhD
null
24.813923
Suburban
Premium
null
1
787
5
2022-04-16 15:21:39.134960
Poor
Yes
Rarely
Condo
611
19,459
53
Male
19,760
Divorced
2
PhD
null
49.69231
Urban
Basic
4
17
748
9
2019-11-11 15:21:39.170099
Average
Yes
Monthly
Condo
3,341
19,460
48
Male
15,198
Divorced
4
Master's
null
39.128323
Suburban
Basic
null
3
766
6
2024-06-09 15:21:39.134960
null
No
Monthly
House
495
19,461
48
Male
36,707
Married
2
PhD
Employed
44.356838
Suburban
Premium
1
17
765
2
2023-07-08 15:21:39.134960
Average
Yes
Daily
Apartment
438
19,462
59
Female
36,006
Single
0
Master's
null
4.693939
Rural
Basic
2
2
477
2
2021-03-10 15:21:39.270454
Average
No
Daily
House
739
19,463
50
Male
66,815
Married
4
Master's
Unemployed
27.57309
Suburban
Premium
null
10
593
4
2023-03-01 15:21:39.110557
null
Yes
Rarely
House
2,479
19,464
55
Male
10,144
Married
0
PhD
Employed
21.717002
Suburban
Premium
0
19
673
8
2019-12-04 15:21:39.208842
Average
Yes
Weekly
Condo
649
19,465
35
Male
14,061
Divorced
0
PhD
Employed
20.555983
Urban
Comprehensive
null
18
null
7
2019-09-07 15:21:39.175719
Poor
Yes
Daily
Apartment
1,590
19,466
60
Male
9,204
Married
4
High School
Employed
16.391767
Suburban
Comprehensive
null
7
779
6
2022-11-20 15:21:39.257696
Average
Yes
Monthly
Condo
1,526
19,467
27
Male
28,983
Divorced
1
Bachelor's
Self-Employed
19.927241
Urban
Premium
null
1
719
9
2024-07-08 15:21:39.134960
Average
No
Rarely
Apartment
893
19,468
25
Female
60,771
Single
3
Bachelor's
Self-Employed
null
Urban
Premium
null
11
441
6
2023-06-30 15:21:39.134960
Good
No
Monthly
Apartment
825
19,469
23
Female
3,610
Divorced
0
PhD
null
null
Rural
Comprehensive
null
7
508
1
2020-05-11 15:21:39.279729
Good
Yes
Daily
House
1,340
19,470
44
Female
17,688
Single
1
Master's
Employed
25.374445
Urban
Comprehensive
2
0
837
3
2021-06-09 15:21:39.084065
Poor
Yes
Monthly
Apartment
1,410
19,471
21
Female
35,682
Married
0
Bachelor's
Employed
22.395958
Rural
Premium
null
17
615
2
2020-07-23 15:21:39.230483
Poor
No
Monthly
House
1,230
19,472
50
Female
51,078
Married
1
Bachelor's
Employed
36.892976
Suburban
Basic
1
12
613
8
2021-11-09 15:21:39.196387
Good
Yes
Rarely
House
129
19,473
28
Male
5,904
Divorced
2
Bachelor's
Unemployed
39.737102
Rural
Premium
null
16
589
6
2023-07-07 15:21:39.134960
Good
No
Monthly
Condo
1,094
19,474
22
Male
66,539
Divorced
4
High School
Employed
16.695852
Urban
Comprehensive
2
4
373
7
2023-03-05 15:21:39.194829
Poor
No
Weekly
Condo
917
19,475
33
Female
25,480
Single
0
Bachelor's
Unemployed
11.856757
Rural
Comprehensive
2
15
751
9
2021-11-07 15:21:39.121169
Poor
Yes
Daily
House
1,651
19,476
48
Female
147,579
Divorced
1
Master's
Unemployed
11.814285
Suburban
Basic
0
10
587
5
2022-08-17 15:21:39.265513
Poor
Yes
Daily
Condo
300
19,477
37
Female
40,862
Married
3
Master's
Self-Employed
42.967471
Rural
Premium
2
11
682
7
2021-12-26 15:21:39.155231
Average
No
Daily
Apartment
1,246
19,478
22
Male
26,200
Married
3
Bachelor's
Self-Employed
5.668981
Urban
Basic
1
1
null
8
2021-05-27 15:21:39.237118
Average
Yes
Monthly
House
1,179
19,479
30
Male
40,252
Married
4
High School
Employed
19.053319
Urban
Basic
null
14
482
5
2024-08-09 15:21:39.155231
Good
Yes
Monthly
Condo
709
19,480
27
Male
25,791
Divorced
2
Master's
null
14.512471
Urban
Comprehensive
null
6
468
4
2024-06-05 15:21:39.185215
Poor
No
Monthly
House
977
19,481
22
Male
9,629
Single
1
High School
Self-Employed
24.072261
Suburban
Premium
1
0
523
9
2019-12-25 15:21:39.171102
Good
No
Rarely
Condo
1,237
19,482
47
Female
909
Married
4
Bachelor's
Self-Employed
null
Rural
Basic
1
16
477
5
2023-10-06 15:21:39.134960
Poor
No
Weekly
Condo
463
19,483
44
Female
6,819
Divorced
0
Bachelor's
Employed
28.793548
Suburban
Premium
null
12
662
3
2023-02-07 15:21:39.134960
Average
Yes
Daily
Condo
2,035
19,484
52
Male
25,573
Single
2
Master's
Unemployed
30.374514
Suburban
Premium
2
2
839
2
2022-04-10 15:21:39.192212
Poor
Yes
Daily
House
20
19,485
64
Female
15,585
Divorced
3
Bachelor's
Unemployed
22.622957
Rural
Premium
1
19
null
8
2023-02-07 15:21:39.253660
Poor
Yes
Weekly
House
524
19,486
35
Male
10,047
Divorced
3
Bachelor's
Self-Employed
29.091912
Urban
Comprehensive
1
4
585
9
2023-08-09 15:21:39.134960
Average
Yes
Rarely
Condo
1,263
19,487
48
Female
8,404
Divorced
null
Bachelor's
Self-Employed
43.725867
Rural
Basic
null
19
754
9
2021-03-26 15:21:39.172097
Poor
Yes
Monthly
House
387
19,488
60
Male
16,076
Married
1
Master's
Unemployed
null
Rural
Premium
null
14
788
7
2021-01-26 15:21:39.226954
Good
Yes
Daily
Apartment
26
19,489
30
Male
106,741
Divorced
1
Bachelor's
Unemployed
13.828343
Urban
Comprehensive
4
13
658
1
2021-05-09 15:21:39.280784
Poor
No
Rarely
Condo
2,413
19,490
51
Male
null
Married
3
PhD
Unemployed
5.350103
Rural
Comprehensive
1
19
null
2
2020-07-31 15:21:39.209847
Poor
No
Daily
House
156
19,491
39
Male
32,298
Married
0
Bachelor's
Self-Employed
8.602873
Urban
Comprehensive
1
17
762
9
2019-09-02 15:21:39.180553
Average
Yes
Weekly
House
1,947
19,492
39
Female
25,602
Single
2
Bachelor's
null
null
Suburban
Basic
1
10
658
1
2023-06-24 15:21:39.155231
Poor
Yes
Weekly
Apartment
642
19,493
42
Female
38,786
Divorced
4
Master's
Unemployed
46.913845
Rural
Premium
2
4
615
5
2020-04-03 15:21:39.144722
Average
No
Weekly
House
1,615
19,494
47
Female
7,092
Divorced
0
High School
Unemployed
11.717522
Suburban
Comprehensive
0
10
707
8
2022-07-08 15:21:39.254678
Poor
No
Weekly
Condo
2,034
19,495
58
Female
245
Divorced
0
High School
Employed
10.853706
Rural
Comprehensive
0
13
527
7
2024-02-24 15:21:39.182597
null
Yes
Rarely
House
1,770
19,496
42
Female
144,839
Single
1
PhD
Employed
17.003325
Urban
Basic
4
4
682
3
2020-03-04 15:21:39.224915
Average
Yes
Monthly
House
39
19,497
60
Female
null
Divorced
4
Bachelor's
Self-Employed
3.812176
Urban
Premium
null
13
613
6
2020-10-22 15:21:39.289099
Poor
No
Monthly
Apartment
124
19,498
47
Male
115
Divorced
3
PhD
Self-Employed
10.635865
Rural
Basic
2
4
679
5
2024-07-31 15:21:39.152732
Good
No
Daily
Condo
1,438
19,499
23
Male
1,535
Married
3
Bachelor's
null
null
Urban
Basic
1
11
697
4
2021-04-04 15:21:39.204790
Good
No
Monthly
House
1,786