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
38,400
39
Male
3,939
Divorced
0
Master's
Unemployed
34.73943
Suburban
Comprehensive
1
9
751
1
2019-10-12 15:21:39.089116
Average
Yes
Weekly
House
124
38,401
31
Male
25,404
Divorced
0
Master's
Employed
null
Rural
Basic
null
5
454
4
2022-10-24 15:21:39.253660
null
Yes
Rarely
House
1,110
38,402
49
Male
23,499
Single
2
PhD
Unemployed
14.013123
Urban
Premium
0
18
746
2
2022-04-12 15:21:39.261856
Average
Yes
Monthly
Condo
1,770
38,403
34
Female
25,963
Single
2
Master's
Employed
45.985891
Rural
Comprehensive
1
2
575
6
2022-07-24 15:21:39.261856
Average
Yes
Monthly
Apartment
861
38,404
29
Male
11,170
Married
2
PhD
Employed
40.339745
Suburban
Basic
2
8
788
1
2021-07-26 15:21:39.155231
Average
No
Rarely
House
3,243
38,405
56
Male
20,571
Single
4
Master's
null
29.661899
Urban
Premium
0
5
552
5
2021-06-08 15:21:39.164044
Good
No
Daily
Condo
1,029
38,406
29
Male
29,055
Divorced
4
PhD
null
20.634154
Rural
Comprehensive
1
2
null
5
2023-11-08 15:21:39.186212
Average
Yes
Monthly
Apartment
893
38,407
46
Female
49,746
Divorced
0
Bachelor's
null
14.908386
Suburban
Premium
0
4
333
8
2023-04-24 15:21:39.155231
Average
Yes
Weekly
Apartment
740
38,408
43
Female
2,888
Divorced
0
Bachelor's
Unemployed
29.936582
Urban
Comprehensive
1
19
479
6
2024-05-25 15:21:39.209847
Poor
No
Daily
House
1,139
38,409
42
Female
135,683
Single
2
PhD
Unemployed
10.934212
Urban
Premium
2
4
690
9
2024-04-14 15:21:39.237118
Poor
No
Daily
Apartment
2,989
38,410
31
Male
28,894
Married
null
PhD
Unemployed
null
Suburban
Premium
2
10
836
4
2020-04-08 15:21:39.259788
Average
Yes
Monthly
House
589
38,411
37
Male
2,492
Married
0
High School
Unemployed
7.941856
Urban
Premium
2
6
835
6
2019-10-14 15:21:39.093681
Good
Yes
Weekly
Apartment
38
38,412
37
Female
5,475
Divorced
null
Master's
Self-Employed
47.235713
Urban
Comprehensive
null
11
696
6
2021-04-28 15:21:39.081504
Good
No
Weekly
House
1,737
38,413
44
Female
34,244
Married
4
Master's
null
13.95812
Urban
Basic
1
2
null
5
2021-09-25 15:21:39.134960
Good
No
Rarely
House
476
38,414
42
Male
85,581
Single
null
PhD
Unemployed
15.64247
Urban
Comprehensive
1
16
673
7
2023-05-06 15:21:39.163910
Average
Yes
Rarely
Condo
269
38,415
48
Female
62,235
Single
3
Master's
Self-Employed
7.693529
Rural
Comprehensive
null
17
456
5
2021-07-22 15:21:39.134960
Poor
Yes
Rarely
Condo
526
38,416
64
Male
91,830
null
4
Bachelor's
Unemployed
33.267822
Rural
Basic
0
19
null
9
2022-01-12 15:21:39.134960
Average
Yes
Weekly
Condo
2,374
38,417
57
Male
1,656
Married
0
Bachelor's
Employed
33.266956
Rural
Premium
0
4
729
1
2020-04-21 15:21:39.134960
Good
No
Rarely
Condo
2,743
38,418
59
Female
8,991
Divorced
1
High School
null
8.453622
Rural
Basic
null
7
693
9
2022-03-24 15:21:39.146733
Good
Yes
Daily
House
975
38,419
34
Female
9,929
Married
null
High School
Self-Employed
10.574852
Suburban
Basic
1
4
null
6
2022-04-18 15:21:39.134960
Average
Yes
Rarely
Condo
2,389
38,420
61
Female
null
Divorced
1
Master's
Self-Employed
38.715884
Rural
Comprehensive
4
13
388
1
2023-02-12 15:21:39.190215
null
No
Rarely
Condo
1,027
38,421
30
Male
9,299
Married
2
PhD
Unemployed
34.088467
Suburban
Comprehensive
1
3
380
3
2024-05-09 15:21:39.151732
null
Yes
Weekly
House
1,852
38,422
44
Male
13,662
Single
null
Bachelor's
Unemployed
29.906371
Urban
Premium
2
13
696
4
2020-05-07 15:21:39.272456
Average
Yes
Rarely
Apartment
919
38,423
48
Female
24,879
Divorced
0
PhD
null
22.137937
Urban
Comprehensive
0
18
519
5
2022-04-16 15:21:39.174719
Good
Yes
Monthly
Apartment
20
38,424
19
Female
45,480
Married
3
High School
Employed
12.948107
Urban
Premium
null
8
634
3
2020-01-23 15:21:39.098696
Average
Yes
Rarely
House
848
38,425
60
Male
19,995
Married
3
High School
Employed
15.90193
Rural
Basic
1
3
786
7
2020-12-17 15:21:39.155231
Poor
No
Monthly
Apartment
199
38,426
43
Female
43,910
Married
1
High School
Employed
46.39332
Suburban
Premium
null
3
667
4
2022-04-18 15:21:39.149731
Good
No
Daily
Apartment
1,165
38,427
56
Male
148,026
Married
4
High School
Self-Employed
21.868287
Suburban
Comprehensive
1
6
506
4
2019-11-12 15:21:39.146733
Good
No
Daily
House
3,548
38,428
49
Female
37,000
Married
2
Master's
Employed
17.141706
Urban
Basic
3
19
728
7
2023-10-02 15:21:39.134960
Good
No
Monthly
Apartment
1,793
38,429
22
Male
81,469
Married
null
Bachelor's
Employed
36.637649
Urban
Premium
2
15
427
2
2021-07-24 15:21:39.124659
Average
Yes
Weekly
Condo
861
38,430
20
Male
18,106
Single
null
PhD
Self-Employed
16.390589
Rural
Premium
2
13
629
1
2022-02-10 15:21:39.250151
Good
No
Weekly
Apartment
582
38,431
35
Male
40,186
Married
1
High School
Unemployed
23.945657
Suburban
Comprehensive
2
12
null
8
2021-10-24 15:21:39.253660
Average
Yes
Weekly
Condo
262
38,432
43
Female
20,875
Divorced
4
Master's
Employed
36.473553
Suburban
Premium
0
9
761
1
2023-08-29 15:21:39.083497
Average
No
Rarely
Condo
386
38,433
38
Male
26,149
Married
null
Bachelor's
null
21.716941
Suburban
Basic
0
18
546
4
2023-11-18 15:21:39.256696
Poor
Yes
Weekly
Apartment
299
38,434
21
Male
1,348
Divorced
1
Master's
Unemployed
29.430824
Suburban
Comprehensive
2
16
534
9
2024-04-26 15:21:39.082499
Poor
Yes
Weekly
Apartment
1,269
38,435
62
Female
23,620
Married
0
High School
Employed
20.490518
Urban
Premium
null
5
323
4
2022-07-29 15:21:39.237118
Average
Yes
Daily
Condo
4,027
38,436
35
Male
3,537
Single
4
Master's
Employed
17.054735
Urban
Basic
0
17
455
8
2022-09-15 15:21:39.261856
Poor
No
Rarely
House
795
38,437
52
Male
11,922
Divorced
2
PhD
Self-Employed
null
Rural
Comprehensive
null
12
548
4
2023-04-15 15:21:39.170099
Poor
No
Weekly
House
1,091
38,438
58
Male
102,296
Divorced
4
High School
Unemployed
7.985023
Rural
Comprehensive
1
15
462
1
2020-03-08 15:21:39.271453
Average
Yes
Monthly
House
3,049
38,439
44
Female
7,408
Divorced
1
PhD
Unemployed
7.72348
Urban
Basic
1
14
688
2
2021-01-22 15:21:39.237118
Poor
No
Rarely
Condo
870
38,440
43
Female
73,676
Divorced
2
Bachelor's
null
32.839718
Rural
Comprehensive
null
15
304
9
2020-12-14 15:21:39.219432
Poor
Yes
Rarely
Apartment
857
38,441
21
Female
9,051
Single
3
Bachelor's
Unemployed
11.936964
Rural
Basic
null
0
685
6
2022-04-03 15:21:39.237118
Average
No
Weekly
Apartment
940
38,442
40
Male
53,386
Divorced
1
PhD
null
7.180532
Rural
Premium
2
14
403
8
2022-12-02 15:21:39.259788
Average
No
Rarely
Condo
1,189
38,443
32
Male
73,640
Married
4
PhD
null
31.156915
Rural
Premium
2
4
830
3
2021-05-18 15:21:39.134960
Good
Yes
Rarely
Apartment
2,090
38,444
55
Male
32,413
Divorced
0
Master's
Employed
42.773858
Rural
Premium
1
18
810
5
2023-10-12 15:21:39.216387
Average
Yes
Weekly
Apartment
95
38,445
21
Female
5,907
Married
1
PhD
Employed
null
Rural
Comprehensive
1
3
null
8
2020-10-17 15:21:39.289099
Good
Yes
Weekly
Condo
1,664
38,446
50
Female
18,347
Married
0
High School
Unemployed
35.796094
Urban
Basic
0
19
759
5
2022-11-22 15:21:39.122134
Average
No
Weekly
Condo
726
38,447
47
Male
91,298
Married
4
Bachelor's
Unemployed
null
Rural
Comprehensive
1
10
528
8
2022-03-18 15:21:39.134960
Good
Yes
Rarely
House
35
38,448
45
Male
24,480
Single
3
Master's
Employed
26.977932
Rural
Comprehensive
null
14
513
6
2020-01-31 15:21:39.134960
Average
No
Daily
Condo
596
38,449
49
Female
28,537
Divorced
3
High School
null
23.36166
Suburban
Comprehensive
1
2
679
9
2024-08-02 15:21:39.208842
Average
Yes
Daily
House
517
38,450
27
Female
12,077
Single
1
Master's
null
36.878687
Rural
Premium
1
11
null
1
2021-01-10 15:21:39.172097
Poor
Yes
Rarely
Apartment
1,543
38,451
47
Female
20,672
Divorced
1
Master's
null
29.181696
Rural
Basic
0
0
843
7
2021-02-06 15:21:39.282785
null
Yes
Monthly
Condo
1,152
38,452
55
Female
2,974
Married
4
Master's
Self-Employed
9.897764
Suburban
Basic
1
12
818
4
2021-04-29 15:21:39.184157
null
No
Daily
House
789
38,453
29
Male
65,966
Single
1
High School
Employed
37.057465
Suburban
Premium
null
4
453
9
2023-09-15 15:21:39.261856
Good
Yes
Weekly
House
739
38,454
34
Male
38,272
Married
0
Bachelor's
Self-Employed
51.506746
Suburban
Comprehensive
0
18
511
1
2022-02-05 15:21:39.274993
Poor
Yes
Weekly
Condo
495
38,455
44
Female
13,658
Married
3
Master's
Self-Employed
13.71111
Suburban
Basic
2
3
709
9
2020-10-21 15:21:39.237118
Good
Yes
Rarely
House
882
38,456
51
Male
1,073
Divorced
null
Bachelor's
Employed
13.627533
Urban
Basic
1
4
489
4
2019-09-03 15:21:39.081504
Poor
No
Weekly
House
1,653
38,457
59
Female
62,401
Single
null
High School
Self-Employed
34.374628
Urban
Premium
2
18
472
9
2019-11-10 15:21:39.287115
Average
Yes
Weekly
House
807
38,458
null
Male
55,973
Married
0
Bachelor's
Unemployed
50.460934
Suburban
Comprehensive
1
18
434
6
2021-02-02 15:21:39.155231
null
Yes
Monthly
Apartment
648
38,459
37
Female
55,842
Divorced
null
Bachelor's
Employed
13.988246
Rural
Basic
0
15
841
9
2022-06-05 15:21:39.180553
Poor
No
Rarely
Apartment
184
38,460
36
Female
63,771
Single
4
High School
Self-Employed
35.958125
Urban
Basic
2
4
306
4
2023-05-20 15:21:39.123711
Good
No
Daily
Apartment
745
38,461
45
Male
101,669
Married
null
Bachelor's
Employed
36.758008
Suburban
Basic
1
0
369
3
2023-04-07 15:21:39.118178
Average
No
Weekly
Condo
348
38,462
28
Male
71,229
Single
null
PhD
null
29.574222
Rural
Premium
null
0
459
5
2022-11-08 15:21:39.096739
Poor
Yes
Daily
Apartment
1,842
38,463
53
Male
16,042
Divorced
3
PhD
null
15.838693
Urban
Basic
1
7
638
9
2020-02-06 15:21:39.149731
Poor
No
Weekly
Condo
1,460
38,464
26
Female
58,736
Single
1
Bachelor's
Self-Employed
null
Urban
Comprehensive
1
4
447
7
2022-12-03 15:21:39.176717
Poor
Yes
Daily
House
1,257
38,465
59
Female
4,418
Married
3
High School
null
45.281529
Urban
Comprehensive
0
19
370
4
2019-10-23 15:21:39.216387
Poor
Yes
Rarely
Condo
483
38,466
52
Male
35,615
Divorced
null
High School
Self-Employed
30.913678
Suburban
Basic
1
19
578
3
2020-11-27 15:21:39.249100
Poor
Yes
Weekly
Apartment
255
38,467
31
Male
121,650
Married
4
Master's
Self-Employed
39.13305
Suburban
Comprehensive
1
7
551
6
2021-11-25 15:21:39.204790
Poor
Yes
Rarely
Condo
3,700
38,468
18
Male
10,713
Single
0
Bachelor's
Self-Employed
30.011911
Rural
Basic
0
12
581
4
2023-08-13 15:21:39.260856
Poor
Yes
Daily
House
1,119
38,469
18
Male
24,897
Married
0
High School
null
9.878603
Rural
Premium
1
1
554
5
2021-08-15 15:21:39.155231
Good
No
Monthly
Apartment
588
38,470
50
Male
27,991
Divorced
3
Master's
Employed
42.366749
Urban
Comprehensive
1
16
null
7
2022-08-07 15:21:39.150730
Poor
No
Daily
Condo
3,299
38,471
35
Male
null
Single
4
High School
null
18.624187
Rural
Basic
2
19
631
4
2023-06-16 15:21:39.226954
Average
Yes
Weekly
House
162
38,472
28
Male
81,011
Single
2
PhD
null
9.938361
Urban
Basic
null
11
null
1
2023-02-23 15:21:39.223901
Good
Yes
Daily
Condo
204
38,473
26
Male
41,256
Single
4
Master's
Unemployed
22.337726
Urban
Premium
2
3
847
8
2024-01-07 15:21:39.118178
Average
No
Monthly
Apartment
412
38,474
59
Female
37,192
Married
3
High School
null
27.724291
Urban
Comprehensive
null
18
772
2
2019-10-08 15:21:39.155231
Average
No
Monthly
Condo
1,219
38,475
47
Female
710
Married
0
Master's
Unemployed
31.847287
Urban
Premium
0
0
602
3
2024-07-06 15:21:39.155231
null
No
Monthly
House
624
38,476
22
Female
1,799
Married
4
High School
Self-Employed
23.893664
Urban
Premium
null
17
685
6
2024-05-12 15:21:39.223901
null
No
Monthly
House
752
38,477
30
Male
759
Divorced
3
PhD
null
37.955495
Urban
Comprehensive
1
9
829
4
2022-01-02 15:21:39.265513
Good
No
Weekly
House
2,186
38,478
54
Male
39,766
Married
2
PhD
Self-Employed
28.151078
Urban
Basic
1
6
498
5
2022-12-01 15:21:39.134960
Average
Yes
Weekly
House
925
38,479
52
Male
28,297
Married
4
Bachelor's
Employed
20.10494
Rural
Basic
0
16
585
6
2020-04-17 15:21:39.263607
Poor
No
Weekly
House
946
38,480
54
Male
96,664
Single
1
Master's
null
null
Suburban
Basic
1
19
692
3
2022-08-08 15:21:39.191219
Good
No
Weekly
Apartment
150
38,481
48
Male
16,685
Married
3
Master's
Unemployed
8.737152
Suburban
Comprehensive
1
17
307
6
2019-08-30 15:21:39.176717
Good
Yes
Monthly
Apartment
1,675
38,482
50
Male
44,012
Single
1
Bachelor's
Self-Employed
46.693117
Rural
Basic
0
4
775
8
2022-08-06 15:21:39.115178
Good
Yes
Monthly
Apartment
23
38,483
26
Male
56,199
Divorced
3
Master's
Self-Employed
35.571127
Urban
Premium
0
15
518
6
2023-02-21 15:21:39.155231
Poor
Yes
Rarely
Condo
97
38,484
36
Female
19,516
Divorced
2
Master's
Self-Employed
33.385862
Urban
Comprehensive
null
18
752
3
2023-01-14 15:21:39.261856
Poor
No
Weekly
House
516
38,485
32
Female
21,877
Married
1
Master's
null
27.945887
Urban
Basic
null
0
751
1
2021-04-02 15:21:39.155231
Poor
Yes
Daily
House
85
38,486
46
Male
29,892
Divorced
2
Bachelor's
Self-Employed
31.67343
Urban
Premium
1
7
804
6
2022-09-10 15:21:39.280784
Poor
No
Rarely
Apartment
442
38,487
29
Female
118,729
Single
2
PhD
Self-Employed
42.965886
Suburban
Basic
1
7
425
4
2020-05-11 15:21:39.237118
Average
Yes
Rarely
Apartment
431
38,488
50
Female
51,742
Divorced
3
PhD
null
23.636208
Urban
Basic
null
16
469
5
2023-09-25 15:21:39.268507
Good
No
Weekly
House
314
38,489
64
Female
31,632
Married
0
PhD
Self-Employed
22.935483
Urban
Premium
4
18
759
6
2021-08-31 15:21:39.205850
Average
Yes
Weekly
Apartment
1,077
38,490
36
Female
43,923
Divorced
null
Bachelor's
null
16.723877
Suburban
Comprehensive
1
17
692
2
2021-01-26 15:21:39.237118
Good
No
Daily
Condo
542
38,491
45
Male
23,862
Divorced
null
Bachelor's
Employed
null
Suburban
Basic
0
5
824
5
2022-08-29 15:21:39.272456
null
No
Monthly
House
1,519
38,492
28
Female
6,961
Married
1
Master's
Employed
28.578882
Rural
Comprehensive
0
4
813
9
2021-11-15 15:21:39.091080
null
Yes
Rarely
Apartment
1,137
38,493
41
Female
27,480
Single
3
High School
Employed
18.469856
Urban
Basic
null
1
716
8
2023-01-10 15:21:39.155231
Good
Yes
Monthly
Apartment
473
38,494
53
Male
127,555
Married
3
Bachelor's
null
14.072796
Suburban
Premium
1
10
464
7
2022-09-16 15:21:39.249100
Poor
Yes
Weekly
Condo
1,879
38,495
55
Male
30,444
Married
0
High School
Unemployed
14.881853
Rural
Premium
1
9
400
1
2020-11-22 15:21:39.256696
Poor
No
Monthly
House
1,322
38,496
58
Female
6,515
Married
1
Bachelor's
null
43.053492
Urban
Basic
0
0
458
8
2021-03-16 15:21:39.229482
Poor
No
Weekly
Condo
557
38,497
31
Male
4,699
Married
1
PhD
Self-Employed
32.773384
Urban
Comprehensive
1
6
588
4
2019-12-19 15:21:39.192212
Average
No
Rarely
House
1,215
38,498
30
Male
25,170
Married
1
PhD
null
14.642614
Rural
Basic
0
15
674
7
2020-04-10 15:21:39.192212
Average
Yes
Rarely
Condo
732
38,499
52
Female
88,525
null
3
Master's
Unemployed
37.952515
Urban
Basic
0
17
696
4
2023-06-05 15:21:39.122134
Poor
Yes
Weekly
Condo
227