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
1,191,300
21
Female
24,387
Single
4
High School
null
45.330819
Urban
Basic
null
9
469
2
2020-06-13 15:21:39.177724
Good
No
Monthly
House
684
1,191,301
63
Female
7,845
Single
1
Bachelor's
null
29.122776
Suburban
Basic
1
10
765
6
2021-01-01 15:21:39.084065
null
No
Daily
House
488
1,191,302
47
Female
null
Married
4
High School
Unemployed
20.826267
Rural
Comprehensive
3
3
439
8
2021-06-07 15:21:39.237118
Good
No
Weekly
Condo
542
1,191,303
53
Female
27,344
Divorced
null
High School
null
34.583408
Urban
Premium
1
9
null
5
2020-09-06 15:21:39.204201
Average
Yes
Weekly
House
2,480
1,191,304
53
Female
64,574
Divorced
2
Bachelor's
Employed
51.410864
Suburban
Comprehensive
2
15
467
3
2024-07-20 15:21:39.152732
null
No
Monthly
Condo
714
1,191,305
59
Female
1,210
Married
2
High School
Unemployed
23.038507
Rural
Comprehensive
null
19
461
7
2023-12-31 15:21:39.171102
Good
No
Daily
House
1,197
1,191,306
51
Male
30,834
Married
1
High School
Unemployed
50.705829
Urban
Premium
null
6
531
8
2024-04-25 15:21:39.146733
Good
Yes
Daily
Apartment
143
1,191,307
57
Male
25,573
Divorced
3
High School
Employed
9.519331
Rural
Premium
null
18
777
3
2021-08-01 15:21:39.263607
Average
No
Daily
House
2,053
1,191,308
24
Male
2,559
Single
2
Bachelor's
Self-Employed
31.074251
Rural
Premium
2
7
634
5
2021-09-08 15:21:39.285112
null
Yes
Rarely
House
150
1,191,309
47
Female
31,419
Married
null
Master's
Self-Employed
19.446035
Rural
Premium
1
3
536
2
2022-04-22 15:21:39.155231
Poor
Yes
Weekly
Apartment
2,994
1,191,310
21
Male
17,643
Divorced
null
High School
Self-Employed
15.24666
Suburban
Premium
null
11
null
2
2022-01-13 15:21:39.155231
Good
Yes
Daily
Apartment
2,412
1,191,311
35
Male
3,580
Single
4
Master's
Unemployed
32.694975
Suburban
Basic
3
16
532
5
2019-11-24 15:21:39.264504
Poor
No
Weekly
Apartment
27
1,191,312
22
Male
38,482
Married
3
High School
null
30.723893
Rural
Premium
2
8
null
1
2021-12-30 15:21:39.084065
Average
Yes
Rarely
Condo
2,882
1,191,313
48
Male
27,185
Single
3
High School
Self-Employed
25.37374
Suburban
Comprehensive
1
15
806
3
2023-12-08 15:21:39.088124
Average
No
Monthly
House
536
1,191,314
27
Male
131,721
Married
0
PhD
Self-Employed
17.884928
Urban
Basic
1
14
405
8
2022-06-19 15:21:39.257696
Poor
Yes
Daily
House
673
1,191,315
32
Female
43,910
Divorced
0
PhD
Self-Employed
13.908236
Urban
Premium
null
2
595
9
2021-01-08 15:21:39.265513
Average
Yes
Monthly
Condo
799
1,191,316
41
Male
114,567
Married
0
PhD
Unemployed
33.726297
Urban
Premium
0
14
452
7
2022-12-11 15:21:39.281787
Good
Yes
Weekly
House
2,545
1,191,317
59
Female
717
Divorced
0
High School
Self-Employed
null
Rural
Basic
0
4
584
9
2023-03-13 15:21:39.175719
Good
No
Rarely
Apartment
908
1,191,318
46
Male
23,401
Married
2
High School
null
null
Rural
Comprehensive
2
7
596
7
2021-08-15 15:21:39.222387
Poor
No
Daily
Condo
798
1,191,319
61
Female
8,982
Married
2
Master's
null
31.06632
Suburban
Comprehensive
null
7
523
1
2021-10-29 15:21:39.196387
Average
No
Weekly
Condo
1,334
1,191,320
45
Male
44,407
Single
0
Bachelor's
Employed
19.086156
Rural
Premium
null
0
761
7
2020-11-14 15:21:39.273973
Average
No
Rarely
Condo
1,140
1,191,321
48
Male
30,274
Divorced
1
Master's
Unemployed
26.381277
Urban
Comprehensive
null
9
460
4
2020-01-16 15:21:39.244069
Average
No
Rarely
Apartment
148
1,191,322
24
Female
14,093
Divorced
2
Master's
null
24.358324
Urban
Premium
1
0
null
9
2024-05-11 15:21:39.221386
Poor
Yes
Weekly
Apartment
1,812
1,191,323
61
Female
23,708
Married
1
High School
Employed
50.673439
Suburban
Comprehensive
null
9
803
1
2021-01-25 15:21:39.134960
Average
No
Rarely
Condo
639
1,191,324
19
Male
26,863
Divorced
1
Bachelor's
Self-Employed
24.849493
Rural
Comprehensive
null
13
566
1
2020-11-14 15:21:39.264504
null
Yes
Daily
Apartment
2,210
1,191,325
60
Male
74,585
Divorced
2
PhD
Employed
11.84927
Suburban
Premium
1
19
407
2
2021-01-15 15:21:39.134960
Poor
Yes
Weekly
Condo
2,105
1,191,326
23
Female
7,942
Divorced
4
PhD
Employed
31.34016
Rural
Comprehensive
0
3
694
7
2023-07-09 15:21:39.172097
Poor
No
Rarely
Apartment
806
1,191,327
40
Male
7,027
Divorced
0
Master's
null
27.447791
Suburban
Premium
null
12
320
7
2022-01-30 15:21:39.085129
null
Yes
Weekly
House
712
1,191,328
63
Male
140,610
Single
null
Bachelor's
Employed
14.895351
Rural
Basic
0
10
400
6
2023-06-06 15:21:39.145732
Poor
Yes
Daily
Condo
436
1,191,329
62
Male
115,097
Married
1
Master's
Employed
7.637892
Suburban
Premium
2
16
543
1
2019-09-07 15:21:39.147735
Average
Yes
Weekly
House
431
1,191,330
38
Female
83,795
Married
3
Master's
Self-Employed
26.090953
Rural
Premium
0
0
405
9
2024-01-24 15:21:39.102694
Good
Yes
Daily
Apartment
88
1,191,331
53
Female
6,842
Divorced
4
High School
Employed
12.013345
Rural
Comprehensive
null
19
498
6
2020-12-09 15:21:39.155231
Poor
Yes
Monthly
Condo
1,189
1,191,332
44
Male
null
Single
2
High School
Self-Employed
13.979115
Rural
Premium
null
12
320
7
2024-02-04 15:21:39.098696
Average
No
Daily
Apartment
498
1,191,333
30
Female
33,421
Single
4
Master's
Unemployed
18.926272
Urban
Basic
0
13
814
7
2021-07-16 15:21:39.196387
Average
No
Daily
Condo
548
1,191,334
23
Female
1,025
Single
0
Master's
Employed
null
Rural
Comprehensive
null
5
668
2
2024-05-16 15:21:39.244069
Good
No
Monthly
Apartment
745
1,191,335
22
Male
20,283
Single
4
Master's
Employed
22.459971
Urban
Premium
null
18
616
3
2020-04-15 15:21:39.134960
Poor
Yes
Rarely
House
1,166
1,191,336
64
Male
101,093
Married
2
Master's
Employed
23.823346
Suburban
Basic
1
12
729
1
2023-09-28 15:21:39.208842
Poor
No
Rarely
Apartment
151
1,191,337
37
Male
29,861
Divorced
2
Bachelor's
Unemployed
16.473898
Rural
Basic
1
6
755
3
2023-01-31 15:21:39.209847
Average
No
Rarely
House
726
1,191,338
62
Male
5,978
Divorced
3
High School
null
22.245088
Urban
Basic
1
3
464
3
2019-10-27 15:21:39.201446
Poor
No
Rarely
Apartment
2,962
1,191,339
37
Female
4,635
Divorced
4
High School
Employed
6.98402
Rural
Basic
2
14
null
8
2022-12-16 15:21:39.134960
Poor
Yes
Monthly
House
3,165
1,191,340
53
Male
1,224
Divorced
0
Bachelor's
Employed
19.156866
Suburban
Comprehensive
null
3
null
1
2023-04-27 15:21:39.237118
Average
Yes
Weekly
House
1,864
1,191,341
32
Female
17,085
Single
4
PhD
null
22.769799
Suburban
Comprehensive
null
15
521
7
2020-11-05 15:21:39.257696
Good
No
Weekly
Condo
759
1,191,342
23
Male
27,385
Single
3
High School
Self-Employed
30.639155
Urban
Premium
1
5
741
8
2021-10-25 15:21:39.175719
Average
Yes
Weekly
Apartment
1,107
1,191,343
33
Female
36,806
Single
null
High School
null
18.982139
Suburban
Comprehensive
0
11
828
5
2022-04-21 15:21:39.106582
null
No
Monthly
Apartment
918
1,191,344
20
Female
36,102
Married
null
Bachelor's
null
19.567796
Suburban
Comprehensive
1
9
507
5
2023-11-29 15:21:39.145732
Good
Yes
Weekly
Condo
2,046
1,191,345
48
Female
47,943
Single
3
High School
Unemployed
21.068609
Suburban
Premium
0
14
360
9
2020-10-25 15:21:39.172097
Average
Yes
Weekly
House
974
1,191,346
47
Male
38,408
Married
0
Master's
Unemployed
15.843228
Suburban
Premium
null
16
626
6
2021-10-25 15:21:39.134960
Good
Yes
Rarely
Condo
255
1,191,347
20
Male
4,833
Married
2
Master's
null
26.127499
Suburban
Basic
2
3
677
9
2022-10-21 15:21:39.129190
Good
No
Rarely
Apartment
431
1,191,348
53
Female
null
null
1
PhD
null
17.17554
Rural
Comprehensive
1
7
435
3
2022-04-20 15:21:39.155231
Average
Yes
Monthly
Condo
1,088
1,191,349
26
Female
3,264
Married
0
Master's
Employed
34.794426
Urban
Basic
null
15
474
1
2022-09-11 15:21:39.085129
Good
No
Daily
Apartment
703
1,191,350
47
Male
34,652
Married
1
High School
null
null
Suburban
Basic
0
1
658
4
2021-03-23 15:21:39.087123
Good
No
Monthly
Apartment
1,404
1,191,351
53
Male
4,188
Single
1
Bachelor's
null
46.419973
Rural
Basic
null
9
392
9
2021-12-31 15:21:39.260856
Good
No
Rarely
Apartment
756
1,191,352
59
Male
3,999
Divorced
null
Master's
Self-Employed
15.938575
Urban
Comprehensive
2
17
704
7
2023-05-06 15:21:39.151732
Average
Yes
Rarely
Apartment
1,034
1,191,353
54
Male
1,717
Married
0
Master's
Unemployed
34.122842
Urban
Comprehensive
1
0
485
9
2019-09-04 15:21:39.132191
Good
Yes
Weekly
Apartment
3,749
1,191,354
60
Male
3,684
Divorced
0
PhD
Self-Employed
null
Suburban
Comprehensive
2
11
520
8
2020-09-10 15:21:39.224915
Good
Yes
Daily
Condo
23
1,191,355
34
Male
22,501
Single
4
Master's
Self-Employed
31.017788
Urban
Comprehensive
0
6
819
9
2023-02-13 15:21:39.134960
Good
No
Weekly
Apartment
225
1,191,356
45
Female
1,698
Married
3
Bachelor's
null
18.420036
Suburban
Basic
0
16
468
9
2021-04-03 15:21:39.185215
Poor
Yes
Monthly
House
474
1,191,357
39
Male
39,437
Married
2
Bachelor's
null
46.451345
Suburban
Comprehensive
3
0
488
5
2020-12-31 15:21:39.237118
Average
Yes
Daily
Condo
801
1,191,358
44
Female
10,039
Married
3
Bachelor's
null
3.797019
Rural
Basic
null
15
379
7
2020-08-23 15:21:39.228521
Average
Yes
Weekly
Apartment
894
1,191,359
29
Female
49,627
Divorced
2
High School
Employed
31.847351
Suburban
Premium
null
5
746
8
2021-02-24 15:21:39.276901
Poor
Yes
Rarely
House
71
1,191,360
27
Male
4,510
Divorced
2
High School
Self-Employed
16.053546
Suburban
Basic
0
0
744
1
2020-09-13 15:21:39.155231
Poor
No
Weekly
House
2,482
1,191,361
64
Male
43,931
Single
1
Master's
null
38.636263
Urban
Basic
null
5
767
4
2023-11-11 15:21:39.202448
Poor
Yes
Weekly
House
554
1,191,362
43
Male
10,892
Married
4
High School
Self-Employed
21.445056
Suburban
Comprehensive
1
2
484
3
2024-02-26 15:21:39.282785
Good
Yes
Rarely
Apartment
1,519
1,191,363
21
Female
15,983
Married
3
High School
Employed
7.064302
Rural
Comprehensive
0
5
null
4
2021-03-19 15:21:39.111551
Average
No
Weekly
House
89
1,191,364
35
Female
3,422
Divorced
2
Bachelor's
Employed
17.296671
Suburban
Comprehensive
2
1
535
9
2020-08-13 15:21:39.144722
Average
No
Daily
Condo
647
1,191,365
58
Male
36,805
Divorced
2
PhD
Employed
7.297538
Rural
Basic
null
1
662
8
2021-02-09 15:21:39.232526
Poor
Yes
Monthly
House
671
1,191,366
33
Female
106,052
Single
4
Master's
null
29.164089
Rural
Premium
1
18
391
8
2024-04-17 15:21:39.134960
Poor
No
Daily
Apartment
1,430
1,191,367
29
Female
51,915
Divorced
3
Bachelor's
null
14.07835
Urban
Premium
null
13
634
3
2020-12-25 15:21:39.125660
Good
Yes
Rarely
House
90
1,191,368
61
Male
69,960
Married
3
High School
Self-Employed
23.580198
Urban
Basic
0
17
431
7
2020-12-24 15:21:39.085129
Poor
No
Rarely
Apartment
1,752
1,191,369
31
Female
4,976
Married
4
High School
null
20.153525
Rural
Basic
1
17
646
9
2022-04-19 15:21:39.134960
Poor
Yes
Weekly
Apartment
394
1,191,370
23
Male
28,409
Married
4
Bachelor's
Unemployed
11.175744
Suburban
Basic
0
8
410
9
2023-10-15 15:21:39.155231
Good
Yes
Weekly
Apartment
581
1,191,371
50
Male
5,940
Single
4
Master's
Self-Employed
18.633821
Rural
Basic
1
4
null
7
2019-10-18 15:21:39.134960
Average
No
Monthly
House
3,167
1,191,372
34
Female
37,659
Married
4
PhD
null
20.086441
Urban
Comprehensive
null
8
746
5
2023-08-19 15:21:39.134960
Poor
Yes
Rarely
Apartment
639
1,191,373
25
Male
24,997
Married
4
High School
Self-Employed
36.092625
Rural
Basic
2
15
616
8
2021-03-31 15:21:39.208842
Good
Yes
Rarely
Condo
941
1,191,374
59
Female
27,488
Single
null
High School
Self-Employed
51.865869
Rural
Comprehensive
2
15
374
5
2020-02-26 15:21:39.094752
Good
Yes
Daily
Condo
2,113
1,191,375
57
Female
12,093
Married
4
Bachelor's
null
29.926684
Urban
Premium
0
17
824
4
2023-03-19 15:21:39.148733
Average
No
Weekly
House
1,180
1,191,376
63
Female
48,746
Single
4
PhD
Self-Employed
23.07192
Urban
Premium
3
2
570
7
2022-12-27 15:21:39.285112
Poor
No
Monthly
Condo
24
1,191,377
18
Male
21,293
Single
2
High School
Unemployed
26.791751
Urban
Premium
null
19
748
1
2023-04-28 15:21:39.222387
Average
No
Weekly
Condo
236
1,191,378
28
Female
13,897
Divorced
1
Bachelor's
Self-Employed
41.440146
Urban
Comprehensive
null
3
424
6
2024-02-02 15:21:39.264504
Poor
No
Rarely
Apartment
26
1,191,379
44
Female
37,587
Single
1
High School
Self-Employed
16.308467
Suburban
Premium
3
15
616
1
2022-02-01 15:21:39.254678
Poor
No
Weekly
Condo
402
1,191,380
53
Male
16,751
Married
1
High School
Self-Employed
32.125966
Urban
Comprehensive
1
4
638
6
2023-02-13 15:21:39.155231
Good
No
Monthly
House
1,311
1,191,381
37
Male
15,863
Divorced
3
Bachelor's
Unemployed
27.725615
Rural
Premium
2
9
591
5
2021-05-06 15:21:39.105504
Good
Yes
Monthly
Condo
819
1,191,382
50
Male
27,281
Divorced
2
High School
null
29.938364
Urban
Basic
1
0
759
2
2022-09-27 15:21:39.253660
Average
No
Monthly
House
441
1,191,383
41
Male
51,437
Married
null
High School
null
null
Suburban
Premium
0
12
361
4
2020-10-01 15:21:39.194829
Average
Yes
Monthly
Apartment
1,734
1,191,384
26
Male
15,671
Married
2
Bachelor's
Unemployed
21.430959
Urban
Basic
1
3
830
2
2023-11-19 15:21:39.281787
Poor
Yes
Daily
Apartment
943
1,191,385
32
Female
30,539
Married
2
High School
Employed
28.335984
Rural
Comprehensive
null
1
543
8
2021-06-18 15:21:39.210805
Average
No
Daily
Apartment
710
1,191,386
37
Male
10,881
Single
0
Bachelor's
Self-Employed
18.878407
Rural
Premium
null
18
786
1
2020-01-11 15:21:39.194829
Average
No
Rarely
House
1,614
1,191,387
38
Male
20,152
Divorced
0
High School
Employed
34.782582
Rural
Comprehensive
0
15
336
9
2023-12-24 15:21:39.250151
Good
Yes
Rarely
House
859
1,191,388
45
Male
18,405
Divorced
0
PhD
Self-Employed
46.058666
Suburban
Basic
2
1
837
3
2022-01-25 15:21:39.134960
Poor
No
Daily
House
1,045
1,191,389
61
Male
7,042
Married
2
Master's
Employed
23.098154
Rural
Basic
0
16
648
6
2023-07-23 15:21:39.288099
Poor
No
Rarely
House
963
1,191,390
42
Male
26,891
Single
null
Master's
Unemployed
28.722305
Suburban
Premium
0
6
null
6
2023-02-11 15:21:39.237118
Average
No
Rarely
Condo
2,497
1,191,391
56
Male
null
Married
0
Bachelor's
null
33.057717
Urban
Basic
1
5
562
1
2021-01-09 15:21:39.134960
Average
Yes
Weekly
House
309
1,191,392
38
Female
14,961
Married
1
PhD
Unemployed
21.098368
Rural
Comprehensive
null
14
653
3
2022-03-16 15:21:39.124659
Good
No
Rarely
Condo
244
1,191,393
27
Female
3,298
Divorced
0
PhD
Self-Employed
35.26181
Suburban
Comprehensive
1
17
439
6
2023-09-12 15:21:39.192212
Average
No
Rarely
Condo
1,107
1,191,394
53
Male
33,294
Single
null
High School
Self-Employed
30.124744
Suburban
Premium
null
14
396
9
2019-08-28 15:21:39.080440
Average
Yes
Rarely
House
1,094
1,191,395
46
Male
70,750
Married
3
Master's
Unemployed
11.382908
Urban
Basic
null
15
311
4
2021-08-19 15:21:39.273973
Average
Yes
Monthly
Apartment
1,872
1,191,396
59
Male
45,903
Married
4
Bachelor's
Unemployed
18.95529
Rural
Basic
0
9
665
4
2023-04-22 15:21:39.237118
Poor
No
Daily
House
1,085
1,191,397
54
Male
6,931
Divorced
2
Bachelor's
Unemployed
9.955881
Urban
Premium
1
4
656
4
2024-01-03 15:21:39.211806
Good
No
Rarely
Apartment
652
1,191,398
34
Male
9,983
Divorced
0
High School
Unemployed
9.75647
Urban
Premium
0
19
724
1
2020-04-20 15:21:39.132191
Poor
No
Monthly
Condo
2,145
1,191,399
38
Female
28,100
Single
0
PhD
Self-Employed
8.67931
Suburban
Basic
1
19
589
9
2020-03-08 15:21:39.189223
Average
No
Daily
House
1,624