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
52,400
50
Male
null
Divorced
1
Bachelor's
null
13.834952
Suburban
Comprehensive
null
18
456
3
2022-09-30 15:21:39.236064
Good
No
Monthly
House
2,171
52,401
20
Female
1,498
Single
1
PhD
Employed
41.342201
Rural
Comprehensive
0
6
377
8
2022-10-15 15:21:39.105504
Good
No
Daily
House
1,073
52,402
19
Male
null
Married
1
Bachelor's
Unemployed
29.15975
Rural
Comprehensive
1
8
819
8
2022-11-13 15:21:39.121169
Good
No
Weekly
Apartment
204
52,403
32
Male
16,233
Single
4
Bachelor's
Unemployed
13.133369
Urban
Comprehensive
0
4
322
9
2020-08-14 15:21:39.115178
Good
No
Daily
House
604
52,404
59
Female
2,696
Single
1
High School
Self-Employed
37.890475
Suburban
Basic
0
16
617
9
2022-11-17 15:21:39.180553
Poor
No
Weekly
Condo
3,120
52,405
27
Male
108,949
Single
3
Master's
Employed
8.127524
Urban
Comprehensive
3
12
586
2
2023-10-13 15:21:39.202448
Average
Yes
Weekly
Apartment
2,925
52,406
null
Female
44,520
Single
2
Bachelor's
null
29.59761
Suburban
Premium
null
11
595
4
2022-04-23 15:21:39.209847
Good
Yes
Weekly
Apartment
341
52,407
43
Female
14,174
Single
3
Master's
Unemployed
24.131502
Rural
Basic
1
18
772
2
2020-09-11 15:21:39.134960
Poor
No
Monthly
Condo
78
52,408
26
Male
2,310
Married
null
High School
Employed
26.967972
Urban
Comprehensive
0
10
586
7
2024-02-11 15:21:39.219432
Poor
Yes
Daily
Apartment
2,597
52,409
46
Male
18,096
Divorced
4
High School
Unemployed
13.079624
Urban
Basic
0
11
573
2
2022-02-13 15:21:39.100695
Average
No
Monthly
Apartment
715
52,410
31
Male
null
Married
1
High School
null
36.391403
Suburban
Comprehensive
null
5
310
6
2021-06-16 15:21:39.155231
Average
Yes
Weekly
Apartment
228
52,411
40
Female
5,128
Divorced
2
High School
null
18.912354
Rural
Comprehensive
2
2
554
4
2021-08-30 15:21:39.192212
Poor
Yes
Weekly
Apartment
449
52,412
44
Male
2,456
Married
3
High School
null
15.264841
Urban
Comprehensive
1
16
745
4
2024-05-03 15:21:39.134960
Average
Yes
Rarely
House
2,439
52,413
64
Male
34,621
Married
4
Master's
Unemployed
28.428638
Urban
Comprehensive
0
13
827
1
2020-09-28 15:21:39.244069
Poor
Yes
Daily
House
889
52,414
51
Male
33,600
Divorced
2
PhD
null
23.402654
Urban
Comprehensive
0
15
479
8
2023-10-18 15:21:39.090124
Poor
No
Rarely
House
1,679
52,415
52
Female
23,146
Married
0
High School
Unemployed
24.055549
Suburban
Basic
1
4
514
3
2020-06-04 15:21:39.085129
Poor
No
Weekly
Apartment
1,117
52,416
41
Male
16,667
Divorced
1
High School
null
4.352773
Urban
Comprehensive
null
13
805
4
2023-04-12 15:21:39.222387
Average
Yes
Daily
Condo
966
52,417
38
Female
33,221
Married
0
Master's
null
35.79892
Suburban
Comprehensive
null
15
null
4
2023-03-11 15:21:39.237118
Average
Yes
Weekly
Condo
749
52,418
33
Female
1,009
Single
0
Bachelor's
null
8.166977
Urban
Premium
null
5
664
9
2024-04-03 15:21:39.215386
Average
No
Monthly
House
255
52,419
57
Female
17,097
Married
3
Master's
Self-Employed
39.927258
Suburban
Basic
0
6
503
5
2020-11-05 15:21:39.221386
Good
No
Monthly
House
27
52,420
61
Male
1,007
Married
2
PhD
Employed
15.566126
Rural
Basic
2
2
566
7
2024-02-22 15:21:39.273973
Good
No
Rarely
Apartment
729
52,421
46
Female
16,091
Single
3
PhD
null
31.717392
Rural
Premium
1
10
456
8
2021-09-21 15:21:39.155231
Good
No
Daily
House
1,023
52,422
20
Female
24,374
Single
0
Master's
null
33.433315
Suburban
Comprehensive
2
16
695
7
2023-05-09 15:21:39.155231
Average
Yes
Rarely
Condo
1,158
52,423
25
Female
72,279
Single
1
Bachelor's
Employed
13.898155
Urban
Basic
1
15
657
6
2020-10-17 15:21:39.235012
null
No
Monthly
House
2,077
52,424
29
Female
26,120
Married
3
Master's
Employed
12.766979
Rural
Premium
null
5
639
1
2022-03-04 15:21:39.111551
Average
No
Daily
Apartment
2,345
52,425
53
Female
25,481
null
4
PhD
Self-Employed
27.945287
Rural
Premium
null
5
804
7
2021-09-08 15:21:39.095696
Good
Yes
Monthly
Condo
705
52,426
47
Male
37,820
Divorced
0
Master's
Employed
27.639461
Suburban
Comprehensive
1
11
571
3
2024-07-27 15:21:39.184157
null
Yes
Rarely
House
705
52,427
45
Female
5,920
Married
null
PhD
Self-Employed
47.601835
Rural
Premium
0
17
null
2
2024-04-03 15:21:39.252145
Good
No
Monthly
Condo
1,476
52,428
55
Female
45,995
Divorced
3
Bachelor's
null
48.919183
Rural
Basic
null
13
770
7
2021-02-16 15:21:39.252145
Average
Yes
Rarely
House
112
52,429
18
Male
69,716
Single
1
PhD
Self-Employed
23.41884
Urban
Premium
0
14
447
5
2023-09-13 15:21:39.122134
Good
No
Rarely
House
1,791
52,430
19
Male
17,256
Single
4
Master's
null
4.136031
Urban
Premium
1
15
843
5
2021-01-08 15:21:39.091080
Average
No
Rarely
Condo
820
52,431
43
Female
40,978
Married
4
Master's
null
33.837872
Rural
Basic
null
9
655
9
2024-03-04 15:21:39.256696
Average
Yes
Rarely
House
1,020
52,432
27
Female
18,189
Married
4
Master's
null
34.945941
Rural
Basic
0
16
646
7
2020-07-22 15:21:39.155231
Average
No
Daily
Apartment
1,230
52,433
54
Female
106,914
Single
4
Master's
Employed
37.88269
Suburban
Comprehensive
null
5
575
5
2020-12-23 15:21:39.245086
Poor
Yes
Monthly
Condo
109
52,434
37
Female
764
Single
null
High School
Unemployed
19.707501
Suburban
Premium
null
16
466
9
2022-03-23 15:21:39.190215
Average
No
Daily
House
1,209
52,435
62
Female
5,865
Single
1
Master's
null
5.665861
Urban
Comprehensive
4
2
387
9
2020-08-03 15:21:39.251142
Average
Yes
Rarely
Condo
1,199
52,436
58
Female
2,946
Divorced
3
High School
Employed
14.080148
Urban
Comprehensive
1
3
663
5
2021-12-14 15:21:39.084065
null
No
Rarely
Apartment
3,425
52,437
20
Male
67,815
Single
3
PhD
Unemployed
51.082836
Rural
Comprehensive
null
14
713
4
2021-10-08 15:21:39.155231
Poor
No
Weekly
Condo
884
52,438
56
Male
18,346
Divorced
null
Master's
Employed
18.183467
Urban
Comprehensive
2
14
null
6
2021-04-11 15:21:39.280784
Good
Yes
Daily
Condo
1,746
52,439
52
Male
18,300
Married
4
Master's
Self-Employed
36.873017
Rural
Premium
null
14
687
6
2019-09-03 15:21:39.128286
Average
Yes
Monthly
House
3,841
52,440
22
Female
20,797
Married
0
High School
Self-Employed
14.066123
Urban
Basic
null
12
803
6
2020-03-17 15:21:39.081504
Good
No
Rarely
House
1,244
52,441
49
Male
39,644
Married
4
PhD
Self-Employed
6.553645
Rural
Basic
3
3
775
1
2020-02-19 15:21:39.155231
Average
Yes
Daily
Condo
1,167
52,442
30
Female
10,201
Married
2
PhD
null
39.19263
Rural
Basic
1
17
616
3
2020-09-27 15:21:39.190215
Poor
Yes
Rarely
Condo
2,046
52,443
55
Male
28,585
Divorced
2
Bachelor's
Unemployed
6.898487
Rural
Basic
null
16
558
5
2019-12-11 15:21:39.288099
Good
Yes
Daily
Apartment
717
52,444
64
Male
18,550
Married
2
Bachelor's
Employed
13.929304
Urban
Premium
0
13
787
1
2020-02-17 15:21:39.237118
Average
No
Monthly
Condo
828
52,445
61
Female
39,769
Single
null
Bachelor's
Self-Employed
16.976198
Rural
Comprehensive
null
2
441
4
2022-04-30 15:21:39.175719
Poor
No
Rarely
Apartment
566
52,446
53
Male
76,774
Single
null
Bachelor's
null
42.899835
Suburban
Comprehensive
null
12
326
6
2022-04-22 15:21:39.205850
Good
Yes
Daily
House
1,726
52,447
40
Female
122,749
Divorced
3
Bachelor's
Employed
31.066394
Rural
Premium
2
10
527
2
2024-04-11 15:21:39.285112
null
Yes
Daily
Apartment
605
52,448
40
Male
2,423
Single
0
High School
Self-Employed
29.948413
Urban
Comprehensive
null
12
719
6
2023-10-21 15:21:39.155231
Average
Yes
Weekly
Apartment
186
52,449
54
Female
17,079
Divorced
2
Bachelor's
Self-Employed
17.615745
Rural
Comprehensive
1
5
699
5
2024-02-19 15:21:39.237118
Good
No
Rarely
Apartment
391
52,450
52
Female
38,588
Single
4
PhD
Unemployed
17.251581
Urban
Premium
0
18
779
7
2020-12-08 15:21:39.263607
Good
Yes
Monthly
Apartment
1,204
52,451
44
Female
5,066
Single
0
High School
Self-Employed
32.09064
Rural
Premium
1
1
781
9
2024-01-24 15:21:39.274993
Poor
Yes
Daily
Condo
761
52,452
59
Female
23,173
Married
3
Master's
null
16.151359
Urban
Basic
1
17
null
8
2024-06-30 15:21:39.194829
Poor
No
Rarely
Apartment
481
52,453
55
Female
70,571
Divorced
1
Bachelor's
Self-Employed
7.942205
Suburban
Comprehensive
2
10
322
4
2020-03-21 15:21:39.274993
Good
Yes
Daily
Condo
1,258
52,454
24
Female
121,650
Divorced
2
High School
Self-Employed
28.284901
Urban
Basic
2
15
null
8
2020-03-24 15:21:39.278402
Poor
Yes
Rarely
Apartment
434
52,455
47
Female
11,774
Married
0
PhD
Self-Employed
35.483615
Urban
Basic
1
13
756
8
2021-11-07 15:21:39.222387
Average
No
Rarely
Condo
1,284
52,456
39
Male
4,071
Divorced
2
High School
Self-Employed
28.691374
Urban
Comprehensive
null
7
805
5
2023-04-11 15:21:39.145732
Average
Yes
Weekly
House
1,847
52,457
40
Female
16,072
Divorced
1
High School
Employed
36.945696
Urban
Premium
0
13
690
4
2021-08-13 15:21:39.134960
Good
No
Weekly
Apartment
715
52,458
50
Female
25,211
Single
1
High School
Employed
38.849248
Rural
Basic
2
13
522
8
2024-06-12 15:21:39.192212
Poor
Yes
Weekly
Apartment
736
52,459
32
Female
14,094
Single
3
PhD
Self-Employed
47.44122
Urban
Comprehensive
0
6
414
9
2022-05-13 15:21:39.101733
Average
Yes
Weekly
Condo
1,443
52,460
19
Female
8,058
Married
3
High School
Unemployed
5.847309
Urban
Comprehensive
1
2
752
5
2023-05-06 15:21:39.172097
Poor
Yes
Weekly
House
1,057
52,461
20
Female
64,731
Married
4
Bachelor's
null
23.151263
Rural
Premium
0
14
462
4
2019-12-11 15:21:39.110557
null
No
Rarely
House
664
52,462
58
Female
null
Single
4
High School
null
13.024859
Urban
Comprehensive
1
6
352
7
2023-10-04 15:21:39.155231
Average
No
Daily
Condo
830
52,463
25
Female
5,899
Divorced
4
Bachelor's
Employed
24.084314
Urban
Premium
null
6
693
6
2020-01-04 15:21:39.121169
Average
Yes
Monthly
Apartment
20
52,464
29
Female
62,495
null
4
High School
Unemployed
13.858284
Suburban
Premium
1
16
568
4
2021-04-02 15:21:39.232526
Average
Yes
Monthly
Apartment
381
52,465
57
Female
40,832
Divorced
4
PhD
Unemployed
32.984123
Rural
Premium
0
4
664
7
2020-08-21 15:21:39.175719
Average
Yes
Rarely
Condo
934
52,466
null
Female
60,427
Divorced
4
Master's
null
17.007038
Rural
Basic
1
14
449
5
2024-05-06 15:21:39.085129
Good
No
Weekly
House
2,297
52,467
38
Male
33,910
Single
3
Bachelor's
Employed
36.865385
Rural
Comprehensive
1
16
779
8
2022-09-23 15:21:39.271453
Average
Yes
Daily
House
514
52,468
34
Male
46,125
Married
null
Bachelor's
Self-Employed
15.06741
Rural
Premium
0
2
704
2
2020-02-13 15:21:39.115178
Good
Yes
Monthly
Apartment
548
52,469
59
Female
29,737
Married
4
PhD
null
12.582145
Suburban
Comprehensive
1
17
828
4
2020-07-20 15:21:39.132191
null
Yes
Daily
Apartment
671
52,470
37
Male
34,991
Divorced
4
Master's
Employed
31.897848
Urban
Comprehensive
2
9
464
9
2022-07-12 15:21:39.274993
null
No
Rarely
Condo
855
52,471
44
Male
2,099
Married
2
Master's
Unemployed
17.89414
Rural
Comprehensive
1
13
585
3
2019-11-22 15:21:39.111551
Poor
No
Daily
House
1,673
52,472
38
Female
17,891
Married
4
Master's
Unemployed
6.391103
Rural
Premium
0
19
null
7
2023-04-19 15:21:39.114118
Poor
Yes
Weekly
Condo
482
52,473
51
Male
45,947
Divorced
3
PhD
Unemployed
46.793728
Urban
Premium
0
11
562
2
2023-03-21 15:21:39.134960
Average
Yes
Weekly
Condo
581
52,474
43
Male
5,013
Married
3
Master's
Self-Employed
12.984387
Suburban
Basic
1
8
536
6
2023-02-06 15:21:39.208842
Poor
No
Daily
Apartment
830
52,475
31
Male
27,153
Single
3
High School
Employed
21.060628
Suburban
Comprehensive
null
16
587
1
2024-07-12 15:21:39.134960
Average
No
Weekly
House
783
52,476
50
Female
61,448
Married
2
Master's
null
26.291168
Urban
Basic
1
12
null
9
2019-10-10 15:21:39.264504
Average
Yes
Monthly
House
316
52,477
34
Male
10,794
Single
0
PhD
Self-Employed
null
Urban
Premium
null
4
null
3
2023-12-04 15:21:39.229482
Poor
Yes
Rarely
Condo
556
52,478
44
Male
4,935
Divorced
1
Bachelor's
null
30.892929
Suburban
Comprehensive
0
13
459
1
2023-12-11 15:21:39.207847
Good
Yes
Daily
Apartment
1,681
52,479
59
Female
24,704
Married
4
Master's
null
29.846333
Suburban
Premium
2
16
607
9
2021-10-17 15:21:39.252145
Poor
No
Weekly
House
817
52,480
50
Male
1,879
Married
2
PhD
null
41.692418
Suburban
Premium
0
19
806
7
2021-04-26 15:21:39.229482
Average
No
Daily
Condo
270
52,481
46
Male
12,097
Single
0
Bachelor's
null
9.837453
Rural
Premium
null
15
765
8
2022-01-29 15:21:39.261856
Good
Yes
Monthly
Condo
803
52,482
29
Male
37,998
Divorced
2
Master's
Self-Employed
null
Urban
Basic
0
19
691
7
2019-09-24 15:21:39.215386
Average
Yes
Daily
Apartment
23
52,483
32
Male
13,228
Single
null
High School
Employed
17.82919
Urban
Premium
1
19
657
1
2023-07-30 15:21:39.247098
Average
Yes
Rarely
Condo
848
52,484
64
Male
7,098
Divorced
2
High School
Self-Employed
48.697628
Suburban
Comprehensive
null
19
746
9
2021-12-27 15:21:39.085129
Average
No
Rarely
Condo
1,839
52,485
23
Male
27,488
Single
4
High School
null
17.014087
Suburban
Basic
1
8
618
7
2023-02-04 15:21:39.120168
Average
No
Monthly
Apartment
589
52,486
56
Female
30,892
Divorced
2
Bachelor's
Self-Employed
30.71189
Suburban
Comprehensive
1
2
679
1
2022-08-13 15:21:39.219432
Poor
No
Rarely
Apartment
587
52,487
53
Male
24,758
Divorced
1
Bachelor's
Self-Employed
13.959406
Rural
Premium
0
1
571
6
2022-08-03 15:21:39.256696
Poor
Yes
Monthly
Condo
313
52,488
18
Male
115,448
Married
0
Master's
Unemployed
44.311327
Urban
Premium
1
18
355
6
2024-06-04 15:21:39.092127
Poor
Yes
Monthly
House
1,219
52,489
53
Male
23,485
Single
2
Master's
Self-Employed
21.065902
Urban
Premium
0
5
831
9
2023-03-22 15:21:39.155231
Poor
Yes
Rarely
Condo
661
52,490
57
Male
87,545
Married
1
PhD
Employed
34.925314
Rural
Comprehensive
null
2
427
1
2022-01-11 15:21:39.205850
Average
No
Weekly
Condo
556
52,491
35
Female
17,074
Single
4
Master's
null
13.068851
Rural
Comprehensive
1
15
507
8
2019-08-28 15:21:39.290098
Average
Yes
Rarely
Apartment
1,781
52,492
26
Female
1,500
Married
4
Bachelor's
Self-Employed
14.636299
Rural
Basic
null
9
352
9
2022-04-28 15:21:39.282785
Good
No
Weekly
Condo
1,998
52,493
41
Female
53,383
Married
0
Bachelor's
Unemployed
12.819829
Urban
Premium
1
2
369
6
2024-02-18 15:21:39.185215
Poor
Yes
Rarely
Condo
717
52,494
29
Male
2,714
Divorced
null
Bachelor's
null
7.292768
Urban
Basic
0
14
652
4
2024-06-16 15:21:39.088124
Poor
Yes
Rarely
Apartment
2,031
52,495
53
Female
71,210
Married
null
Bachelor's
Self-Employed
16.054983
Suburban
Premium
null
8
502
6
2019-11-26 15:21:39.145732
null
Yes
Monthly
Apartment
1,190
52,496
40
Male
54,741
Divorced
3
Bachelor's
Self-Employed
37.088936
Suburban
Comprehensive
null
6
333
9
2020-01-21 15:21:39.218388
Poor
Yes
Weekly
Apartment
626
52,497
28
Male
83,316
Married
4
PhD
null
19.927241
Suburban
Comprehensive
1
19
579
1
2022-08-19 15:21:39.256696
Poor
No
Monthly
House
105
52,498
60
Male
63,747
Single
4
Master's
null
13.890679
Rural
Basic
0
10
419
8
2022-02-09 15:21:39.107553
Average
No
Rarely
Apartment
321
52,499
19
Female
58,902
Divorced
1
High School
Employed
39.158525
Urban
Comprehensive
2
18
629
8
2022-03-06 15:21:39.134960
Good
No
Rarely
House
2,082