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
1,193,300
62
Female
8,892
Single
0
Master's
Employed
28.160883
Urban
Comprehensive
0
3
615
5
2023-01-11 15:21:39.083497
Good
Yes
Daily
Condo
1,135
1,193,301
57
Female
null
Divorced
2
PhD
null
null
Suburban
Premium
0
16
393
3
2020-01-18 15:21:39.170099
Average
No
Rarely
Condo
24
1,193,302
27
Male
35,123
Divorced
3
Bachelor's
Self-Employed
26.636763
Urban
Premium
2
5
489
3
2024-03-16 15:21:39.170099
Average
Yes
Daily
House
1,048
1,193,303
29
Male
26,849
Single
2
High School
Unemployed
22.889118
Rural
Basic
0
11
515
9
2024-06-23 15:21:39.224915
Poor
No
Rarely
House
1,841
1,193,304
33
Female
18,056
Married
null
PhD
null
30.735178
Suburban
Premium
0
8
826
5
2019-09-28 15:21:39.134960
null
Yes
Rarely
House
947
1,193,305
18
Male
14,073
Single
0
PhD
Self-Employed
42.897173
Suburban
Basic
null
3
581
7
2020-11-14 15:21:39.237118
Good
No
Daily
Condo
644
1,193,306
57
Female
23,870
Married
2
Bachelor's
null
50.01944
Suburban
Comprehensive
null
2
333
9
2021-09-19 15:21:39.237118
Good
Yes
Daily
Condo
1,448
1,193,307
null
Female
142,343
null
4
Bachelor's
null
27.261266
Urban
Premium
2
5
481
4
2019-08-20 15:21:39.100695
Average
Yes
Daily
Condo
526
1,193,308
53
Female
605
Single
3
High School
Unemployed
15.818276
Rural
Comprehensive
2
5
null
1
2020-03-31 15:21:39.149731
Good
No
Daily
Condo
656
1,193,309
37
Male
22,547
Divorced
0
PhD
Employed
15.142165
Suburban
Comprehensive
2
8
800
2
2020-01-20 15:21:39.198406
Good
Yes
Daily
House
225
1,193,310
39
Female
2,339
null
3
Master's
Unemployed
44.726737
Rural
Comprehensive
0
11
null
6
2023-09-10 15:21:39.192212
Poor
Yes
Monthly
House
709
1,193,311
55
Female
3,637
Single
4
Bachelor's
null
35.774885
Rural
Premium
null
9
497
5
2020-09-18 15:21:39.245086
Good
Yes
Weekly
House
1,471
1,193,312
34
Male
46,255
Married
1
Master's
Employed
22.957192
Urban
Basic
2
4
561
8
2023-03-15 15:21:39.182597
Poor
No
Daily
House
1,513
1,193,313
31
Female
111,276
Married
null
High School
Self-Employed
10.935508
Rural
Premium
1
2
514
7
2019-10-30 15:21:39.085129
Average
No
Rarely
Apartment
3,037
1,193,314
29
Female
958
Single
4
High School
Self-Employed
3.937343
Suburban
Comprehensive
null
8
null
3
2020-06-16 15:21:39.226954
Poor
No
Rarely
Apartment
34
1,193,315
48
Male
4,920
Single
4
Bachelor's
Unemployed
23.69292
Rural
Premium
0
9
null
8
2021-05-05 15:21:39.257696
Good
No
Daily
House
102
1,193,316
60
Female
13,394
Married
1
Bachelor's
Employed
29.692339
Suburban
Comprehensive
1
0
null
6
2021-02-04 15:21:39.276901
Poor
Yes
Rarely
Condo
715
1,193,317
25
Male
65,853
Divorced
2
PhD
Employed
37.274528
Rural
Comprehensive
null
15
362
5
2024-03-03 15:21:39.152732
Poor
Yes
Daily
Apartment
607
1,193,318
27
Female
13,283
Single
0
PhD
Employed
43.813293
Urban
Premium
null
15
734
1
2020-01-07 15:21:39.216387
Average
No
Daily
House
1,398
1,193,319
45
Male
4,088
Single
2
High School
Self-Employed
51.011609
Rural
Premium
null
2
496
3
2023-03-17 15:21:39.134960
Poor
Yes
Rarely
House
910
1,193,320
25
Male
3,096
Single
3
High School
Employed
27.937399
Rural
Basic
1
14
583
3
2019-09-09 15:21:39.095696
Average
No
Rarely
Condo
564
1,193,321
44
Male
49,761
Single
0
Master's
Employed
34.929047
Urban
Premium
null
1
382
8
2023-09-08 15:21:39.155231
Poor
Yes
Daily
House
1,418
1,193,322
20
Male
7,077
Married
2
PhD
Self-Employed
26.638452
Suburban
Premium
1
10
689
6
2020-02-28 15:21:39.134960
Good
Yes
Weekly
House
991
1,193,323
52
Female
44,260
Divorced
0
Bachelor's
null
4.788728
Urban
Comprehensive
1
13
340
3
2020-08-12 15:21:39.248098
Good
No
Monthly
Condo
1,089
1,193,324
61
Female
7,900
null
2
High School
Employed
12.527781
Urban
Basic
0
12
null
8
2022-02-16 15:21:39.155231
Good
No
Daily
Apartment
1,470
1,193,325
47
Female
7,073
Single
3
Bachelor's
Unemployed
14.836775
Rural
Basic
1
6
683
3
2022-12-05 15:21:39.155231
Poor
Yes
Weekly
House
643
1,193,326
57
Male
59,717
Divorced
1
High School
Self-Employed
17.077219
Suburban
Basic
null
7
790
6
2021-03-16 15:21:39.155231
Poor
Yes
Daily
Apartment
264
1,193,327
50
Male
623
Divorced
0
High School
null
6.990761
Urban
Basic
0
1
452
2
2022-10-28 15:21:39.215386
Average
Yes
Monthly
Condo
2,037
1,193,328
43
Male
29,220
Married
4
Bachelor's
null
27.835337
Suburban
Basic
null
19
308
8
2021-03-08 15:21:39.249100
Good
No
Weekly
Condo
855
1,193,329
50
Male
23,595
Married
2
High School
Employed
27.367559
Rural
Premium
null
18
840
5
2022-11-24 15:21:39.192212
Average
No
Rarely
House
688
1,193,330
39
Male
7,368
Divorced
4
Master's
null
28.446043
Urban
Premium
1
12
639
6
2022-12-05 15:21:39.289099
Good
Yes
Rarely
Condo
731
1,193,331
52
Female
77,671
Single
3
PhD
Employed
13.957146
Suburban
Basic
null
6
366
2
2020-10-16 15:21:39.237118
Good
No
Monthly
Apartment
556
1,193,332
26
Female
30,407
Single
0
Bachelor's
null
25.937377
Suburban
Premium
1
3
715
6
2020-01-02 15:21:39.110557
Average
Yes
Daily
Apartment
1,001
1,193,333
63
Female
131,154
Divorced
4
PhD
Unemployed
14.074251
Suburban
Premium
null
9
804
3
2023-04-29 15:21:39.246098
Poor
No
Monthly
House
130
1,193,334
22
Male
612
Single
null
Bachelor's
null
null
Rural
Premium
0
14
null
7
2022-11-29 15:21:39.180553
null
Yes
Rarely
House
643
1,193,335
25
Female
17,963
Married
3
Bachelor's
Self-Employed
18.443619
Suburban
Comprehensive
null
2
595
9
2023-06-24 15:21:39.097737
Good
No
Daily
Condo
1,317
1,193,336
62
Female
39,752
Divorced
0
PhD
Unemployed
7.693451
Suburban
Premium
null
10
556
3
2024-07-12 15:21:39.149731
Good
No
Rarely
Condo
776
1,193,337
53
Male
8,553
Married
1
Master's
Self-Employed
48.947509
Suburban
Premium
1
15
562
8
2020-11-22 15:21:39.105504
Good
Yes
Daily
Condo
1,625
1,193,338
54
Male
27,712
Single
1
Bachelor's
Employed
13.264493
Rural
Premium
3
6
549
6
2022-08-23 15:21:39.271453
Average
Yes
Monthly
Apartment
626
1,193,339
31
Male
77,548
Divorced
0
High School
Employed
24.766979
Rural
Comprehensive
null
5
315
1
2020-04-26 15:21:39.264504
Poor
Yes
Daily
Apartment
279
1,193,340
23
Female
54,461
Divorced
2
Master's
Self-Employed
51.869622
Urban
Basic
null
14
568
7
2023-06-06 15:21:39.257696
Poor
No
Weekly
Condo
593
1,193,341
41
Male
null
Single
4
PhD
Employed
46.956067
Rural
Comprehensive
1
16
565
4
2024-02-16 15:21:39.081504
Good
Yes
Rarely
Apartment
130
1,193,342
60
Male
3,891
Married
0
Master's
null
34.636121
Rural
Premium
2
1
587
7
2022-08-02 15:21:39.188220
Average
Yes
Weekly
House
546
1,193,343
27
Female
11,932
Single
0
PhD
Self-Employed
31.371217
Rural
Premium
null
17
804
4
2020-06-27 15:21:39.237118
Average
Yes
Daily
Condo
2,416
1,193,344
26
Male
43,918
Divorced
1
Master's
null
15.51473
Urban
Basic
null
18
378
5
2021-06-29 15:21:39.080184
Average
No
Monthly
Apartment
696
1,193,345
29
Female
115,456
Married
1
High School
null
28.854149
Suburban
Premium
0
16
802
9
2024-07-03 15:21:39.125660
Average
No
Monthly
Apartment
238
1,193,346
32
Male
11,189
Single
2
Master's
Employed
41.016923
Suburban
Basic
null
12
459
9
2023-02-17 15:21:39.115178
Poor
No
Rarely
House
1,030
1,193,347
41
Female
25,604
Married
null
Master's
Unemployed
37.680105
Rural
Basic
1
6
825
3
2020-03-08 15:21:39.251142
Good
Yes
Rarely
House
2,302
1,193,348
61
Female
12,881
Single
1
PhD
Unemployed
10.818273
Rural
Premium
null
12
791
3
2022-05-01 15:21:39.143708
Good
Yes
Monthly
House
1,256
1,193,349
52
Female
1,148
Single
null
Bachelor's
Employed
22.918778
Suburban
Comprehensive
null
8
707
4
2022-10-16 15:21:39.101733
Poor
Yes
Daily
Apartment
397
1,193,350
20
Male
61,498
Divorced
4
Master's
null
14.25231
Rural
Comprehensive
2
6
572
2
2022-02-13 15:21:39.174719
Poor
No
Weekly
House
2,486
1,193,351
63
Female
73,050
Single
3
Master's
null
12.776742
Rural
Comprehensive
1
1
438
2
2022-04-21 15:21:39.144722
Average
No
Rarely
Apartment
2,330
1,193,352
null
Female
35,753
Single
3
Bachelor's
Self-Employed
10.948151
Suburban
Premium
null
15
574
6
2023-07-17 15:21:39.129190
null
Yes
Weekly
House
1,242
1,193,353
54
Female
37,711
Married
0
PhD
null
16.982495
Rural
Comprehensive
null
5
434
1
2022-01-09 15:21:39.155231
Poor
No
Daily
House
516
1,193,354
45
Male
43,750
Married
2
Master's
Unemployed
20.596746
Rural
Premium
null
15
792
1
2023-03-02 15:21:39.105504
Average
No
Rarely
Apartment
1,161
1,193,355
61
Male
131,744
Single
3
High School
Self-Employed
10.939149
Rural
Basic
1
16
456
1
2022-03-25 15:21:39.084065
Good
Yes
Rarely
Apartment
1,008
1,193,356
19
Female
1,169
Divorced
1
Master's
Employed
16.788543
Rural
Premium
0
0
446
1
2021-07-18 15:21:39.173834
Poor
Yes
Daily
Condo
1,211
1,193,357
46
Male
142,053
null
4
PhD
null
15.082095
Rural
Premium
4
2
null
8
2023-03-04 15:21:39.188220
Good
Yes
Daily
House
2,091
1,193,358
59
Female
3,689
Married
4
High School
Self-Employed
19.072388
Rural
Comprehensive
0
16
487
5
2024-07-20 15:21:39.261856
Average
No
Rarely
Condo
1,260
1,193,359
20
Female
83,391
Divorced
0
PhD
Employed
23.361145
Rural
Premium
null
5
null
7
2024-03-01 15:21:39.155231
Poor
No
Monthly
House
430
1,193,360
18
Female
61,562
Single
3
PhD
null
24.837988
Urban
Premium
1
18
445
1
2019-09-15 15:21:39.180553
Poor
Yes
Weekly
Apartment
2,196
1,193,361
42
Female
null
Divorced
null
High School
Self-Employed
13.792501
Rural
Basic
null
9
397
3
2024-05-20 15:21:39.237118
Poor
No
Weekly
House
583
1,193,362
22
Male
78,853
Married
2
Master's
Employed
null
Suburban
Premium
null
0
421
9
2022-02-14 15:21:39.155231
Average
No
Weekly
House
2,903
1,193,363
23
Male
33,204
Single
2
Bachelor's
Employed
6.524718
Rural
Basic
0
18
682
8
2023-02-02 15:21:39.134960
Poor
No
Rarely
Condo
1,509
1,193,364
56
Male
null
Married
4
Bachelor's
Self-Employed
49.078962
Suburban
Premium
1
10
null
3
2019-09-03 15:21:39.155231
null
Yes
Monthly
House
1,471
1,193,365
37
Female
2,748
Divorced
4
PhD
Employed
45.644555
Urban
Comprehensive
4
17
null
1
2022-04-29 15:21:39.261856
Average
No
Weekly
Apartment
942
1,193,366
31
Male
85,536
Married
2
PhD
null
34.993312
Suburban
Comprehensive
null
18
580
3
2024-02-01 15:21:39.269494
Good
Yes
Daily
Apartment
119
1,193,367
19
Female
26,553
Single
3
Bachelor's
Employed
48.181711
Urban
Premium
null
11
613
5
2022-05-28 15:21:39.237118
Good
Yes
Monthly
Condo
615
1,193,368
null
Female
42,647
Married
3
Bachelor's
Self-Employed
11.416514
Rural
Comprehensive
1
7
402
4
2024-07-31 15:21:39.081504
Poor
No
Weekly
Apartment
2,039
1,193,369
34
Male
3,258
Married
0
Master's
Self-Employed
16.534921
Urban
Premium
3
8
454
7
2020-12-15 15:21:39.261856
Average
No
Weekly
House
596
1,193,370
63
Female
40,323
Single
0
High School
Self-Employed
18.93489
Suburban
Premium
0
12
744
4
2022-03-23 15:21:39.237118
Poor
No
Monthly
House
1,614
1,193,371
23
Male
88,427
Divorced
2
PhD
Unemployed
39.906927
Rural
Premium
0
18
551
7
2024-07-08 15:21:39.237118
Average
No
Weekly
House
161
1,193,372
49
Female
121,659
Divorced
2
Bachelor's
Unemployed
31.564144
Rural
Basic
null
18
442
5
2020-12-22 15:21:39.281787
Average
Yes
Monthly
House
988
1,193,373
46
Female
43,905
Single
3
High School
Unemployed
34.770024
Rural
Premium
1
4
614
6
2023-10-30 15:21:39.286113
Average
No
Daily
Condo
1,128
1,193,374
31
Female
30,644
Single
1
Master's
Unemployed
6.639334
Urban
Basic
0
11
577
2
2022-02-08 15:21:39.202448
Poor
Yes
Monthly
House
549
1,193,375
18
Female
3,810
Married
4
Master's
Unemployed
24.889851
Urban
Premium
0
7
584
2
2019-09-23 15:21:39.192212
Poor
Yes
Weekly
House
263
1,193,376
43
Male
9,104
Divorced
2
High School
Employed
19.812694
Suburban
Comprehensive
1
13
808
3
2021-06-08 15:21:39.100695
Average
No
Daily
Apartment
3,457
1,193,377
56
Female
null
Divorced
3
Bachelor's
null
51.697596
Urban
Basic
0
17
785
1
2021-09-25 15:21:39.106582
Poor
No
Rarely
Apartment
3,601
1,193,378
25
Female
83,634
Divorced
3
High School
Unemployed
15.842949
Urban
Basic
0
13
407
2
2022-04-17 15:21:39.187211
Average
Yes
Daily
Condo
1,639
1,193,379
49
Male
43,971
Divorced
0
Master's
Self-Employed
9.568527
Urban
Premium
null
1
641
9
2021-07-04 15:21:39.264504
Poor
Yes
Rarely
Apartment
681
1,193,380
59
Male
64,442
Divorced
4
Master's
Self-Employed
13.673627
Urban
Basic
1
17
340
4
2020-03-10 15:21:39.185215
null
No
Rarely
Apartment
254
1,193,381
20
Male
19,645
Divorced
1
Master's
Employed
22.121296
Suburban
Comprehensive
1
6
631
9
2020-12-06 15:21:39.133866
null
No
Monthly
House
1,076
1,193,382
36
Male
1,330
Divorced
3
Bachelor's
null
27.696959
Urban
Premium
2
0
694
4
2023-01-29 15:21:39.105192
Poor
Yes
Weekly
Condo
977
1,193,383
46
Female
12,226
Married
4
Master's
Employed
50.704896
Urban
Comprehensive
null
11
351
4
2023-11-11 15:21:39.236064
Average
No
Weekly
Condo
588
1,193,384
38
Male
8,320
Single
4
PhD
Unemployed
18.416049
Urban
Premium
1
15
557
1
2022-12-22 15:21:39.155231
Poor
Yes
Weekly
House
1,356
1,193,385
31
Male
649
Divorced
0
PhD
Unemployed
13.490932
Urban
Basic
1
12
586
6
2023-02-16 15:21:39.211806
Good
No
Daily
House
431
1,193,386
25
Male
6,680
Divorced
3
Master's
Self-Employed
31.049327
Rural
Comprehensive
1
3
451
8
2021-07-31 15:21:39.191219
Good
Yes
Rarely
House
241
1,193,387
38
Male
33,633
Divorced
4
High School
Unemployed
5.691269
Rural
Premium
1
12
336
7
2021-01-17 15:21:39.164044
Poor
Yes
Monthly
House
923
1,193,388
20
Female
12,963
Divorced
1
PhD
Unemployed
21.441749
Urban
Premium
1
19
744
4
2020-02-20 15:21:39.093681
Good
Yes
Weekly
House
589
1,193,389
32
Female
null
Divorced
1
High School
null
20.180737
Suburban
Basic
null
19
414
2
2020-04-04 15:21:39.102694
Poor
Yes
Rarely
House
738
1,193,390
61
Female
4,085
Single
4
PhD
Employed
6.802211
Urban
Basic
1
0
424
7
2022-04-19 15:21:39.188220
Average
No
Rarely
House
2,660
1,193,391
35
Female
117,828
Married
null
Master's
Self-Employed
25.664761
Suburban
Premium
0
11
809
9
2019-10-07 15:21:39.149731
Average
Yes
Rarely
House
50
1,193,392
34
Male
2,840
Married
3
Bachelor's
Self-Employed
16.743709
Suburban
Premium
0
15
437
6
2022-01-02 15:21:39.155231
Good
Yes
Weekly
Condo
1,522
1,193,393
27
Male
38,216
Divorced
0
Bachelor's
Unemployed
48.085376
Suburban
Premium
null
2
543
2
2024-04-23 15:21:39.270454
Average
No
Rarely
Apartment
473
1,193,394
58
Female
6,920
Married
4
High School
Unemployed
9.98105
Urban
Premium
null
1
848
5
2023-04-28 15:21:39.192212
Average
No
Daily
House
885
1,193,395
54
Female
25,808
Married
4
Master's
Employed
22.76665
Urban
Basic
0
8
null
5
2020-05-16 15:21:39.155231
Good
Yes
Rarely
Condo
968
1,193,396
25
Female
59,907
Married
3
High School
null
null
Suburban
Basic
2
7
481
4
2023-11-01 15:21:39.237118
Good
Yes
Monthly
Condo
1,249
1,193,397
20
Female
8,982
Single
0
Bachelor's
null
7.363137
Rural
Premium
1
16
513
6
2024-05-21 15:21:39.155231
Good
No
Rarely
House
2,905
1,193,398
62
Male
72,896
Married
4
Bachelor's
Employed
null
Rural
Premium
null
10
507
5
2022-01-14 15:21:39.172097
Poor
No
Daily
Condo
1,484
1,193,399
20
Male
23,119
Single
3
PhD
Unemployed
26.840437
Suburban
Basic
null
5
706
5
2020-12-31 15:21:39.283783
Average
Yes
Weekly
House
1,110