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
2,300
30
Male
8,071
Single
0
Bachelor's
Self-Employed
10.71599
Rural
Comprehensive
0
3
454
6
2020-05-23 15:21:39.194829
Average
No
Rarely
House
596
2,301
63
Male
75,730
Divorced
3
High School
Self-Employed
12.71726
Suburban
Comprehensive
null
7
null
6
2024-03-28 15:21:39.149731
Poor
Yes
Daily
House
32
2,302
20
Male
4,417
Divorced
null
High School
Unemployed
22.330312
Rural
Comprehensive
2
19
648
4
2021-09-06 15:21:39.237118
Average
Yes
Rarely
Apartment
2,411
2,303
39
Male
60,543
Single
null
High School
Unemployed
44.965798
Suburban
Comprehensive
1
14
442
2
2022-08-16 15:21:39.230483
Good
Yes
Rarely
Condo
111
2,304
53
Female
4,501
Married
0
Bachelor's
null
15.641859
Rural
Comprehensive
2
19
691
7
2020-03-05 15:21:39.279729
Poor
No
Monthly
Apartment
38
2,305
44
Male
45,415
Divorced
2
Master's
Employed
10.959196
Rural
Basic
0
11
662
8
2021-12-03 15:21:39.226954
Good
No
Weekly
House
446
2,306
25
Male
11,909
Married
3
PhD
Employed
3.451956
Rural
Premium
0
19
627
3
2019-09-03 15:21:39.258696
Poor
Yes
Daily
Apartment
168
2,307
27
Female
2,320
Divorced
3
Bachelor's
null
9.683607
Rural
Comprehensive
0
10
614
9
2022-09-03 15:21:39.086123
Average
Yes
Weekly
Apartment
3,620
2,308
21
Male
44,682
Single
2
PhD
null
9.495027
Suburban
Comprehensive
1
0
358
8
2022-04-02 15:21:39.237118
Average
No
Weekly
Apartment
854
2,309
24
Male
null
Single
4
High School
null
24.590468
Urban
Premium
null
14
422
7
2024-05-03 15:21:39.126661
null
Yes
Daily
Apartment
439
2,310
37
Male
45
Single
2
High School
Employed
47.737718
Urban
Basic
1
14
386
5
2023-04-05 15:21:39.155231
Average
Yes
Monthly
Apartment
130
2,311
30
Male
23,019
Single
null
Master's
Self-Employed
8.490177
Urban
Premium
null
14
781
6
2023-11-18 15:21:39.093681
Poor
Yes
Daily
Apartment
3,165
2,312
29
Male
37,882
Divorced
2
Master's
Unemployed
5.26587
Suburban
Premium
2
9
757
6
2020-05-17 15:21:39.281787
Average
Yes
Weekly
Apartment
719
2,313
63
Male
114,035
Divorced
3
PhD
null
23.26274
Suburban
Basic
null
19
388
8
2022-03-17 15:21:39.134960
Average
No
Daily
House
94
2,314
46
Male
43,820
Single
2
Bachelor's
null
30.936593
Rural
Comprehensive
null
13
695
6
2020-12-20 15:21:39.208842
Poor
No
Rarely
House
24
2,315
31
Male
669
Single
4
PhD
Employed
30.91228
Rural
Comprehensive
2
9
765
7
2020-07-08 15:21:39.130190
Average
Yes
Weekly
Condo
1,405
2,316
24
Male
3,645
Married
4
Master's
null
22.48963
Rural
Premium
2
15
707
4
2021-01-23 15:21:39.222387
Poor
Yes
Rarely
Condo
731
2,317
null
Male
null
Divorced
2
PhD
Unemployed
10.579967
Suburban
Basic
2
2
638
3
2023-09-15 15:21:39.226954
Good
Yes
Weekly
Apartment
50
2,318
43
Female
67,733
Single
4
Bachelor's
null
32.123799
Urban
Premium
null
18
396
1
2022-06-14 15:21:39.279729
Average
No
Daily
Apartment
94
2,319
37
Female
55,915
Married
null
Master's
Unemployed
51.062746
Suburban
Comprehensive
3
5
764
8
2020-10-09 15:21:39.197445
Poor
Yes
Monthly
Condo
3,278
2,320
49
Male
6,750
Married
1
Master's
null
16.137055
Urban
Basic
1
3
663
2
2020-02-25 15:21:39.164044
Good
No
Weekly
Condo
2,087
2,321
49
Male
35,454
null
null
Master's
Unemployed
25.691811
Urban
Premium
2
7
null
4
2023-02-12 15:21:39.177724
Poor
No
Daily
House
2,330
2,322
44
Female
14,077
Single
null
High School
Self-Employed
24.506093
Rural
Basic
null
2
null
1
2020-04-16 15:21:39.249100
null
No
Weekly
House
1,326
2,323
63
Female
46,696
Married
null
Bachelor's
Unemployed
34.057755
Urban
Basic
null
8
427
1
2022-02-21 15:21:39.199447
Good
Yes
Monthly
Apartment
819
2,324
41
Male
53,079
Divorced
4
Bachelor's
Self-Employed
51.782355
Suburban
Basic
2
5
512
8
2021-08-31 15:21:39.092127
Poor
Yes
Rarely
Apartment
24
2,325
36
Female
48,889
Married
4
High School
Self-Employed
20.288971
Rural
Basic
0
19
757
2
2023-08-31 15:21:39.099739
Average
No
Weekly
Condo
306
2,326
58
Female
63,801
Single
2
Bachelor's
null
8.271824
Urban
Premium
2
13
706
6
2022-05-02 15:21:39.145732
null
No
Weekly
Apartment
1,059
2,327
59
Female
45,149
Single
0
Master's
null
41.555637
Urban
Basic
1
10
727
4
2022-12-22 15:21:39.259788
Average
No
Daily
Condo
1,117
2,328
30
Male
68,851
Married
4
PhD
null
25.908896
Urban
Premium
null
4
441
3
2022-11-22 15:21:39.080440
Average
No
Rarely
Condo
431
2,329
28
Female
31,368
Married
1
PhD
null
10.869361
Suburban
Basic
null
17
599
1
2023-08-26 15:21:39.170099
Poor
Yes
Rarely
House
1,318
2,330
55
Female
18,085
Divorced
1
High School
Unemployed
26.077461
Rural
Comprehensive
null
14
786
1
2020-03-12 15:21:39.134960
Average
No
Daily
Apartment
354
2,331
46
Male
29,483
Single
1
Master's
Employed
27.910625
Rural
Basic
0
0
622
2
2024-07-17 15:21:39.134960
Average
Yes
Monthly
Condo
351
2,332
26
Female
7,984
Single
2
Master's
null
34.384915
Rural
Basic
2
2
695
2
2020-06-19 15:21:39.192212
Average
Yes
Rarely
House
612
2,333
41
Male
30,997
Divorced
3
Master's
Self-Employed
22.441636
Rural
Comprehensive
null
19
683
8
2022-05-08 15:21:39.134960
null
No
Monthly
Condo
1,632
2,334
32
Female
43,758
Single
3
High School
Self-Employed
9.856322
Urban
Premium
null
15
479
5
2021-09-04 15:21:39.237118
Average
No
Monthly
House
685
2,335
34
Male
36,000
Single
3
High School
Self-Employed
21.868667
Urban
Premium
null
17
745
3
2023-05-29 15:21:39.252145
Average
Yes
Weekly
Condo
901
2,336
59
Male
22,023
Single
1
Bachelor's
Employed
12.898441
Suburban
Comprehensive
null
15
571
3
2022-10-17 15:21:39.155231
Poor
No
Rarely
Condo
391
2,337
43
Male
45,252
Single
4
Bachelor's
Unemployed
null
Urban
Comprehensive
2
14
739
2
2021-10-10 15:21:39.166062
Average
Yes
Monthly
House
225
2,338
51
Male
18,380
Divorced
3
Bachelor's
Self-Employed
13.240539
Urban
Comprehensive
null
6
621
1
2023-09-18 15:21:39.186212
Average
Yes
Weekly
House
1,494
2,339
60
Male
45,966
Divorced
4
Master's
null
10.886794
Suburban
Comprehensive
1
18
585
1
2022-12-11 15:21:39.095696
Good
No
Monthly
House
2,613
2,340
39
Female
38,963
Single
null
High School
Self-Employed
13.652404
Suburban
Comprehensive
1
5
657
9
2019-12-09 15:21:39.172097
Average
Yes
Monthly
House
1,149
2,341
29
Male
39,769
Divorced
2
Master's
Unemployed
9.682737
Rural
Premium
null
13
546
8
2023-06-23 15:21:39.226954
Average
Yes
Weekly
Apartment
992
2,342
47
Male
4,371
Divorced
3
PhD
null
17.274072
Suburban
Premium
null
16
533
9
2024-05-27 15:21:39.188220
Poor
No
Weekly
House
373
2,343
46
Female
45,931
Divorced
1
High School
Employed
7.564506
Urban
Premium
1
11
507
4
2020-04-29 15:21:39.087123
Poor
Yes
Daily
Condo
495
2,344
31
Male
2,790
Single
null
Bachelor's
Employed
25.823847
Suburban
Premium
0
2
null
1
2020-02-19 15:21:39.254678
Good
Yes
Monthly
Condo
2,007
2,345
47
Female
40,864
Single
0
High School
null
25.352833
Suburban
Premium
null
1
408
8
2021-08-03 15:21:39.177724
Good
Yes
Monthly
Condo
865
2,346
null
Male
16,641
Divorced
4
High School
Unemployed
21.383846
Suburban
Premium
0
19
809
4
2021-02-26 15:21:39.269494
Average
No
Monthly
House
873
2,347
28
Male
2,824
Single
4
Bachelor's
Unemployed
31.442649
Urban
Basic
2
7
757
7
2020-01-06 15:21:39.198406
Good
No
Monthly
Apartment
539
2,348
36
Female
46,301
Single
4
Bachelor's
Unemployed
30.777326
Rural
Premium
null
2
605
4
2024-07-06 15:21:39.096739
Poor
No
Daily
Condo
1,439
2,349
61
Female
147,920
Divorced
1
High School
Self-Employed
51.641738
Rural
Basic
1
9
462
4
2024-01-02 15:21:39.190215
Good
No
Daily
Condo
1,266
2,350
37
Female
5,727
Married
2
High School
Employed
7.416949
Urban
Premium
null
15
629
4
2020-02-29 15:21:39.150730
Average
No
Monthly
House
576
2,351
21
Female
14,053
Divorced
4
Master's
Employed
26.926782
Urban
Basic
null
1
566
6
2022-02-21 15:21:39.176717
Average
Yes
Weekly
Apartment
1,344
2,352
null
Female
94,924
Single
1
High School
Self-Employed
51.086753
Urban
Premium
0
18
426
1
2020-12-18 15:21:39.123711
Poor
Yes
Daily
Condo
1,077
2,353
25
Female
85
Single
1
Master's
Employed
25.663899
Suburban
Comprehensive
0
13
591
2
2021-04-11 15:21:39.249100
Good
No
Daily
Apartment
489
2,354
38
Female
46,326
Single
1
High School
null
32.372059
Urban
Comprehensive
null
17
731
3
2022-04-08 15:21:39.155231
Average
No
Rarely
Apartment
910
2,355
39
Female
1,804
Divorced
3
High School
Employed
31.769703
Suburban
Basic
1
5
456
6
2022-01-16 15:21:39.264504
Poor
No
Rarely
House
852
2,356
38
Female
19,692
Divorced
1
High School
Unemployed
44.26795
Suburban
Premium
1
19
790
6
2021-11-26 15:21:39.247098
Poor
No
Monthly
Condo
1,242
2,357
55
Female
51,930
Divorced
2
High School
null
43.964784
Suburban
Comprehensive
null
15
843
6
2024-07-12 15:21:39.093681
Good
No
Daily
Condo
116
2,358
61
Female
118,088
Single
4
Bachelor's
Self-Employed
18.735315
Urban
Comprehensive
0
3
312
4
2023-03-19 15:21:39.155231
Poor
No
Weekly
Condo
770
2,359
61
Female
2,232
Divorced
null
Bachelor's
null
11.13012
Urban
Premium
null
8
674
9
2023-02-14 15:21:39.237118
Good
No
Weekly
Condo
27
2,360
39
Male
5,977
Single
2
High School
Self-Employed
21.595985
Rural
Premium
0
14
547
1
2021-02-08 15:21:39.155231
Good
No
Weekly
Condo
703
2,361
58
Male
924
Divorced
0
Bachelor's
Unemployed
null
Rural
Premium
null
13
567
8
2024-03-07 15:21:39.089116
Average
No
Weekly
House
712
2,362
53
Female
87,956
Married
1
Bachelor's
Employed
32.391074
Rural
Premium
null
3
321
1
2022-03-26 15:21:39.217387
Good
Yes
Monthly
Apartment
1,395
2,363
60
Female
674
Married
null
Bachelor's
Unemployed
4.319871
Urban
Basic
1
3
482
2
2021-05-25 15:21:39.261856
Poor
Yes
Monthly
Apartment
907
2,364
35
Female
78,181
Married
4
Bachelor's
Employed
35.739575
Rural
Premium
0
16
454
1
2024-08-08 15:21:39.155231
Good
No
Daily
Condo
34
2,365
37
Male
5,599
Married
0
Bachelor's
Employed
36.064927
Suburban
Basic
0
7
417
5
2022-07-29 15:21:39.285112
null
No
Monthly
House
2,044
2,366
30
Male
12,891
Single
3
PhD
null
31.672369
Suburban
Basic
1
14
393
3
2024-07-25 15:21:39.226954
Poor
Yes
Daily
House
2,113
2,367
61
Male
65,728
Married
1
High School
Unemployed
16.292341
Rural
Basic
2
8
411
5
2022-12-27 15:21:39.279729
Good
No
Daily
Condo
485
2,368
40
Male
19,303
Divorced
4
Bachelor's
Self-Employed
22.735673
Urban
Comprehensive
1
2
null
8
2020-12-22 15:21:39.204790
Good
No
Daily
House
248
2,369
24
Male
15,556
Divorced
2
Master's
null
14.876322
Suburban
Comprehensive
1
19
422
7
2022-08-08 15:21:39.236064
Average
Yes
Weekly
Apartment
437
2,370
29
Female
106,695
Divorced
1
Bachelor's
Self-Employed
38.32271
Urban
Premium
2
4
551
9
2021-10-16 15:21:39.085129
Poor
No
Daily
Condo
2,044
2,371
21
Male
66,882
Single
3
PhD
null
20.271473
Urban
Comprehensive
1
10
332
5
2023-02-02 15:21:39.281787
Good
No
Weekly
House
561
2,372
36
Male
38,662
Divorced
2
PhD
Unemployed
26.284939
Rural
Basic
null
9
718
2
2019-10-14 15:21:39.279729
Poor
Yes
Weekly
House
2,866
2,373
31
Female
2,969
Married
2
Bachelor's
Self-Employed
25.979399
Urban
Premium
2
17
318
9
2023-05-13 15:21:39.154008
Poor
Yes
Monthly
House
952
2,374
49
Male
10,136
Divorced
4
Bachelor's
Unemployed
34.906258
Urban
Basic
1
1
757
7
2021-04-19 15:21:39.143708
Poor
Yes
Weekly
Apartment
1,086
2,375
24
Male
4,615
Single
3
Master's
Self-Employed
19.437675
Urban
Basic
2
14
639
3
2021-05-09 15:21:39.171102
Poor
No
Rarely
Condo
402
2,376
20
Female
1,719
Divorced
4
High School
Self-Employed
21.916858
Rural
Premium
0
6
533
5
2020-02-18 15:21:39.267454
Poor
No
Rarely
Condo
3,869
2,377
54
Male
1,350
Divorced
0
Bachelor's
Self-Employed
42.865492
Urban
Premium
1
12
473
3
2024-03-27 15:21:39.273973
Average
Yes
Monthly
House
695
2,378
24
Male
14,300
Single
1
Bachelor's
Employed
34.547608
Suburban
Comprehensive
1
2
520
8
2020-08-28 15:21:39.117183
Good
Yes
Rarely
Condo
1,569
2,379
21
Male
10,192
Married
1
Master's
Self-Employed
12.052541
Urban
Comprehensive
3
14
534
7
2019-08-24 15:21:39.096739
Average
Yes
Weekly
Apartment
1,856
2,380
43
Female
38,572
Single
3
High School
null
35.822384
Urban
Comprehensive
0
1
439
3
2021-03-10 15:21:39.197445
Good
No
Rarely
Apartment
2,610
2,381
44
Male
102,795
Divorced
0
PhD
null
28.676744
Suburban
Basic
null
3
642
8
2020-07-22 15:21:39.154008
Average
Yes
Monthly
Apartment
209
2,382
42
Female
4,538
Married
1
Master's
Self-Employed
32.998879
Suburban
Comprehensive
1
13
346
7
2020-02-20 15:21:39.096739
Good
Yes
Daily
Condo
536
2,383
50
Female
70,624
Divorced
1
PhD
Employed
26.016891
Rural
Comprehensive
0
7
471
8
2021-01-05 15:21:39.191219
Average
Yes
Rarely
Apartment
2,195
2,384
25
Female
58,853
Single
2
Master's
Employed
51.470788
Urban
Basic
1
3
722
9
2024-07-08 15:21:39.082499
Average
Yes
Daily
House
586
2,385
45
Male
32,200
Married
4
Master's
Employed
29.826234
Rural
Premium
1
3
802
8
2022-01-20 15:21:39.174719
Poor
Yes
Rarely
Condo
435
2,386
39
Male
43,972
Divorced
2
PhD
Self-Employed
21.936591
Suburban
Basic
0
18
null
6
2021-06-03 15:21:39.237118
Good
Yes
Weekly
Condo
2,494
2,387
22
Male
49,511
Divorced
2
Master's
null
6.981612
Urban
Premium
1
16
644
7
2020-07-11 15:21:39.221386
null
No
Weekly
Apartment
3,078
2,388
33
Female
21,727
Single
3
Bachelor's
Employed
13.121448
Urban
Basic
0
17
null
4
2020-02-06 15:21:39.099739
Average
Yes
Daily
Condo
231
2,389
47
Female
14,061
Single
0
High School
Self-Employed
null
Suburban
Comprehensive
null
17
468
3
2022-10-16 15:21:39.081504
Average
Yes
Weekly
House
757
2,390
28
Male
78,926
Divorced
3
Master's
Self-Employed
10.933232
Suburban
Basic
null
8
690
4
2023-11-12 15:21:39.272456
Good
Yes
Weekly
Apartment
255
2,391
19
Female
null
Married
2
High School
null
30.45542
Urban
Premium
null
18
672
1
2023-02-02 15:21:39.125660
Good
Yes
Monthly
Condo
252
2,392
28
Female
58,863
Single
1
Bachelor's
Self-Employed
12.847135
Urban
Premium
1
11
312
8
2022-04-12 15:21:39.237118
Average
Yes
Monthly
Apartment
1,224
2,393
34
Male
10,862
Divorced
0
PhD
Unemployed
15.550079
Suburban
Premium
2
1
757
6
2023-03-19 15:21:39.222387
Good
No
Monthly
Condo
438
2,394
29
Male
23,203
Married
3
Master's
Employed
42.18243
Suburban
Basic
1
11
828
8
2021-12-21 15:21:39.205850
Good
No
Monthly
House
3,128
2,395
18
Female
30,071
Divorced
3
PhD
Employed
19.567626
Rural
Comprehensive
null
5
null
2
2023-08-05 15:21:39.168099
Average
No
Monthly
Condo
373
2,396
42
Male
43,892
Divorced
3
PhD
Employed
43.097304
Urban
Premium
null
14
521
4
2023-02-16 15:21:39.155231
null
Yes
Rarely
House
1,097
2,397
25
Male
33,016
Divorced
3
Master's
Employed
29.927667
Suburban
Comprehensive
null
1
564
2
2020-05-19 15:21:39.172097
Good
No
Daily
Apartment
2,142
2,398
47
Male
17,510
Married
3
Master's
Employed
29.571498
Suburban
Premium
1
4
658
6
2023-01-07 15:21:39.198406
Good
No
Rarely
House
38
2,399
53
Female
2,720
Married
1
Bachelor's
Employed
22.411879
Rural
Basic
2
5
558
3
2019-12-12 15:21:39.134960
Average
No
Daily
House
829