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
1,189,300
21
Female
12,172
Married
2
Bachelor's
Employed
13.405006
Rural
Comprehensive
0
3
796
5
2021-04-10 15:21:39.283783
Poor
Yes
Rarely
Condo
1,719
1,189,301
55
Male
3,354
Divorced
2
High School
Self-Employed
24.867153
Rural
Comprehensive
0
18
489
9
2021-08-13 15:21:39.134960
Poor
Yes
Weekly
Condo
651
1,189,302
41
Female
4,311
Married
4
Master's
null
9.8146
Suburban
Premium
null
11
407
4
2021-05-27 15:21:39.134960
Poor
Yes
Daily
House
1,602
1,189,303
34
Male
16,109
Single
3
PhD
Employed
33.449429
Suburban
Comprehensive
null
4
null
6
2020-01-09 15:21:39.132191
Good
Yes
Weekly
Condo
442
1,189,304
33
Male
56,628
Divorced
4
PhD
Self-Employed
null
Suburban
Comprehensive
1
6
507
3
2023-04-13 15:21:39.186212
Good
No
Weekly
Apartment
2,266
1,189,305
45
Female
12,437
Divorced
0
High School
null
12.092706
Rural
Basic
null
13
null
1
2021-02-07 15:21:39.204790
Average
No
Monthly
Apartment
842
1,189,306
21
Female
17,992
Divorced
1
Bachelor's
Unemployed
12.739706
Suburban
Basic
null
16
null
6
2022-01-11 15:21:39.237118
Average
No
Monthly
Condo
2,155
1,189,307
41
Female
86,572
Married
3
Master's
null
null
Suburban
Premium
1
17
489
6
2021-08-13 15:21:39.182597
Poor
No
Weekly
Apartment
2,478
1,189,308
33
Female
16,081
Married
2
Master's
Employed
null
Suburban
Basic
0
0
724
9
2021-01-21 15:21:39.254678
Average
Yes
Daily
Apartment
1,042
1,189,309
45
Male
16,316
Married
3
Bachelor's
Employed
20.53871
Suburban
Premium
null
6
542
5
2020-05-19 15:21:39.095696
null
Yes
Daily
House
1,483
1,189,310
18
Female
26,983
Married
2
PhD
Self-Employed
13.788143
Urban
Basic
null
16
null
5
2020-04-29 15:21:39.251142
Poor
Yes
Daily
Apartment
814
1,189,311
46
Male
823
Single
3
High School
Unemployed
16.067846
Suburban
Basic
1
1
null
2
2022-12-23 15:21:39.155231
Good
Yes
Monthly
House
2,561
1,189,312
32
Female
26,227
Married
null
PhD
null
39.457527
Rural
Basic
null
8
759
2
2021-03-27 15:21:39.237118
Good
No
Weekly
House
1,420
1,189,313
57
Female
20,236
Divorced
2
PhD
Unemployed
7.539271
Urban
Basic
1
19
789
2
2020-03-20 15:21:39.249100
Good
Yes
Monthly
Condo
779
1,189,314
45
Female
933
Divorced
2
High School
Self-Employed
null
Urban
Premium
null
0
null
5
2022-03-30 15:21:39.134960
Good
Yes
Weekly
Condo
556
1,189,315
26
Male
24,996
Married
null
High School
Employed
31.333516
Urban
Basic
0
19
null
8
2021-04-09 15:21:39.155231
Good
Yes
Weekly
Condo
533
1,189,316
43
Female
59,519
Married
4
Bachelor's
Unemployed
40.912272
Urban
Basic
2
0
669
2
2021-02-13 15:21:39.176717
Poor
Yes
Daily
Condo
1,885
1,189,317
36
Male
80,175
Divorced
3
PhD
Employed
34.746374
Suburban
Comprehensive
null
12
540
5
2022-05-12 15:21:39.179186
Poor
Yes
Daily
Apartment
284
1,189,318
18
Male
8,878
Single
0
Master's
Employed
48.68708
Rural
Basic
null
2
731
5
2024-06-25 15:21:39.247098
Poor
No
Daily
Apartment
944
1,189,319
53
Female
888
Single
4
Master's
null
28.872783
Suburban
Basic
1
15
725
3
2023-06-11 15:21:39.194829
Poor
Yes
Weekly
House
26
1,189,320
57
Female
6,056
Divorced
0
PhD
null
null
Urban
Basic
1
11
727
5
2022-02-16 15:21:39.155231
Average
No
Rarely
House
774
1,189,321
40
Female
136,734
Single
3
Bachelor's
Self-Employed
14.884908
Rural
Comprehensive
null
6
487
8
2021-10-02 15:21:39.134960
Good
No
Monthly
Condo
2,368
1,189,322
64
Male
14,833
Single
0
High School
Employed
36.935772
Urban
Comprehensive
0
16
661
5
2022-07-20 15:21:39.155231
Average
No
Weekly
Condo
1,149
1,189,323
51
Male
15,961
Divorced
4
PhD
Self-Employed
29.129532
Urban
Basic
1
18
635
9
2021-07-15 15:21:39.134960
Average
No
Rarely
Condo
793
1,189,324
26
Female
null
Single
null
PhD
Unemployed
23.06742
Urban
Basic
0
11
408
5
2023-11-14 15:21:39.082499
Good
Yes
Weekly
Condo
2,035
1,189,325
30
Female
5,462
Married
0
Bachelor's
Self-Employed
52.403998
Suburban
Premium
null
12
759
4
2022-11-02 15:21:39.190215
Good
No
Monthly
Condo
862
1,189,326
39
Female
12,091
Divorced
2
High School
Unemployed
27.847991
Urban
Comprehensive
null
14
819
5
2019-09-09 15:21:39.092127
Poor
No
Daily
Condo
1,186
1,189,327
57
Male
16,082
Married
1
Master's
Self-Employed
37.44463
Suburban
Comprehensive
0
16
null
5
2023-05-27 15:21:39.196387
Average
Yes
Rarely
House
2,193
1,189,328
54
Male
20,787
Single
0
PhD
Unemployed
28.788667
Suburban
Basic
0
2
608
9
2023-01-05 15:21:39.206847
Poor
No
Monthly
Apartment
2,941
1,189,329
53
Female
44,776
Married
1
High School
null
24.381815
Urban
Comprehensive
1
15
780
6
2024-04-01 15:21:39.102694
Poor
No
Rarely
Condo
1,838
1,189,330
57
Female
5,730
Single
null
Bachelor's
null
32.12956
Suburban
Premium
null
18
623
4
2022-08-04 15:21:39.285112
Poor
Yes
Weekly
Condo
658
1,189,331
54
Female
108,927
Divorced
3
High School
Self-Employed
7.945593
Rural
Comprehensive
0
2
502
2
2019-11-30 15:21:39.222387
null
No
Monthly
House
602
1,189,332
29
Male
24,484
Single
0
Master's
Unemployed
41.059688
Rural
Basic
null
1
727
8
2021-02-24 15:21:39.122134
Good
No
Daily
Apartment
253
1,189,333
20
Male
7,053
Married
4
Master's
Self-Employed
null
Rural
Comprehensive
1
0
673
1
2022-11-06 15:21:39.155231
Good
Yes
Daily
House
1,687
1,189,334
22
Female
23,841
Married
3
Bachelor's
Self-Employed
20.837904
Rural
Comprehensive
0
18
608
5
2024-07-27 15:21:39.282785
Good
Yes
Rarely
Condo
608
1,189,335
48
Male
15,556
Single
4
Bachelor's
Unemployed
39.745812
Suburban
Basic
null
1
670
7
2024-05-12 15:21:39.250151
Average
Yes
Rarely
House
1,510
1,189,336
45
Male
33,307
Single
3
Bachelor's
null
28.120915
Suburban
Comprehensive
null
17
806
9
2020-05-08 15:21:39.097737
Poor
Yes
Rarely
Condo
940
1,189,337
43
Female
52,828
Single
null
PhD
null
15.271594
Suburban
Basic
1
18
null
4
2022-07-08 15:21:39.192212
null
No
Weekly
Condo
2,108
1,189,338
34
Female
68,907
Married
2
Master's
Self-Employed
16.063054
Urban
Comprehensive
null
13
458
8
2023-09-05 15:21:39.288099
Poor
Yes
Monthly
Condo
974
1,189,339
35
Female
38,679
Married
null
High School
null
25.232746
Suburban
Comprehensive
0
2
357
1
2022-06-27 15:21:39.155231
Average
Yes
Weekly
Condo
1,182
1,189,340
39
Female
23,258
Divorced
4
Master's
null
19.954706
Rural
Comprehensive
null
19
514
2
2020-02-26 15:21:39.089116
Average
No
Daily
Condo
790
1,189,341
21
Female
70,356
Married
4
Bachelor's
Self-Employed
35.567289
Rural
Premium
0
7
null
4
2022-07-30 15:21:39.256696
Average
Yes
Weekly
House
382
1,189,342
51
Male
15,886
Married
3
Bachelor's
null
16.974592
Suburban
Premium
null
3
694
6
2021-12-26 15:21:39.134960
Average
No
Weekly
Apartment
472
1,189,343
63
Female
5,221
Married
0
PhD
Self-Employed
33.973126
Rural
Comprehensive
0
18
815
5
2019-12-23 15:21:39.248098
Good
Yes
Daily
Apartment
122
1,189,344
47
Male
4,460
Divorced
2
Master's
Self-Employed
9.057839
Rural
Basic
0
4
805
6
2022-09-07 15:21:39.098696
Average
No
Weekly
Apartment
2,361
1,189,345
34
Female
14,767
Married
null
High School
Self-Employed
21.566315
Urban
Premium
0
1
672
8
2020-07-01 15:21:39.155231
Poor
Yes
Rarely
Condo
1,587
1,189,346
31
Female
34,422
Divorced
3
Master's
Self-Employed
33.722667
Suburban
Basic
1
14
439
4
2021-07-04 15:21:39.177724
Poor
Yes
Monthly
Condo
3,563
1,189,347
61
Female
38,133
Divorced
4
Bachelor's
Unemployed
51.704873
Suburban
Premium
1
8
null
7
2023-12-31 15:21:39.178717
Average
No
Rarely
Condo
931
1,189,348
54
Male
129,946
Single
0
Master's
null
22.951702
Rural
Comprehensive
2
13
432
6
2021-08-26 15:21:39.225916
Good
Yes
Monthly
Apartment
1,595
1,189,349
50
Female
103,692
Divorced
1
Master's
Unemployed
17.858886
Urban
Comprehensive
1
10
437
6
2020-08-09 15:21:39.237118
Good
Yes
Rarely
House
1,039
1,189,350
54
Male
11,264
Divorced
2
PhD
null
28.722398
Suburban
Basic
null
10
null
8
2023-04-21 15:21:39.245086
Average
Yes
Rarely
House
430
1,189,351
56
Male
15,503
Divorced
0
Master's
Unemployed
7.094887
Suburban
Basic
1
19
696
5
2022-01-27 15:21:39.188220
Good
No
Rarely
House
1,747
1,189,352
60
Male
11,534
Divorced
4
PhD
Unemployed
23.889536
Urban
Comprehensive
0
0
null
4
2019-12-03 15:21:39.237118
Average
Yes
Weekly
House
573
1,189,353
35
Female
14,054
Divorced
1
Master's
Employed
34.128214
Suburban
Basic
0
0
635
8
2023-05-07 15:21:39.271453
Average
Yes
Weekly
House
556
1,189,354
22
Male
24,103
Married
3
Bachelor's
null
42.84532
Rural
Basic
1
8
null
6
2023-10-12 15:21:39.196387
Average
Yes
Rarely
Condo
576
1,189,355
34
Female
40,133
Divorced
3
High School
Self-Employed
5.004019
Rural
Basic
2
11
585
3
2021-11-03 15:21:39.155231
Average
Yes
Weekly
Apartment
1,033
1,189,356
49
Female
30,380
Single
0
Bachelor's
null
28.293497
Suburban
Comprehensive
1
19
784
3
2020-12-19 15:21:39.154008
Average
No
Monthly
Condo
742
1,189,357
26
Male
18,072
Single
2
Master's
Self-Employed
19.59685
Urban
Premium
1
6
683
2
2020-05-25 15:21:39.134960
Good
Yes
Monthly
Condo
605
1,189,358
43
Female
11,290
Married
4
Master's
Unemployed
13.811578
Suburban
Premium
0
5
null
9
2020-05-04 15:21:39.134960
Poor
Yes
Weekly
House
769
1,189,359
64
Female
533
Married
1
High School
Unemployed
32.7951
Rural
Basic
1
17
506
7
2021-08-17 15:21:39.185215
Average
No
Daily
Apartment
2,168
1,189,360
40
Male
3,246
Divorced
null
Master's
Unemployed
24.077941
Rural
Premium
1
13
670
9
2019-08-31 15:21:39.209847
Average
Yes
Monthly
Apartment
153
1,189,361
47
Female
29,593
Divorced
null
Master's
Self-Employed
51.836592
Rural
Premium
2
14
733
9
2023-01-10 15:21:39.147735
Poor
Yes
Weekly
Apartment
756
1,189,362
58
Female
965
Single
3
Bachelor's
Employed
32.342346
Rural
Comprehensive
0
9
690
4
2020-08-22 15:21:39.191219
Average
Yes
Rarely
House
3,417
1,189,363
28
Female
12,530
Single
4
PhD
Self-Employed
36.939195
Suburban
Basic
null
2
682
8
2024-05-24 15:21:39.106582
Poor
No
Monthly
Condo
364
1,189,364
23
Male
10,794
Divorced
3
High School
Self-Employed
18.589916
Urban
Comprehensive
1
10
572
7
2020-12-08 15:21:39.154008
Poor
Yes
Daily
Condo
355
1,189,365
43
Female
60,323
null
4
PhD
Self-Employed
43.918322
Rural
Premium
0
1
721
1
2024-03-20 15:21:39.134960
Average
Yes
Daily
Apartment
47
1,189,366
61
Male
81,795
Single
3
PhD
Unemployed
12.053417
Suburban
Premium
2
13
433
6
2022-02-06 15:21:39.225916
Good
No
Rarely
Condo
632
1,189,367
62
Male
8,501
Divorced
3
PhD
null
46.331566
Rural
Premium
2
5
729
3
2022-11-13 15:21:39.155231
Good
No
Monthly
Condo
543
1,189,368
60
Female
44,100
Married
0
PhD
Unemployed
41.672839
Suburban
Comprehensive
3
9
null
4
2024-05-16 15:21:39.167099
Average
No
Monthly
Apartment
457
1,189,369
61
Female
25,456
Single
2
Bachelor's
null
27.56718
Urban
Comprehensive
1
3
784
6
2024-04-07 15:21:39.134960
Good
No
Rarely
Apartment
536
1,189,370
22
Female
116,176
Single
1
Bachelor's
null
51.926753
Suburban
Basic
2
5
517
4
2021-09-09 15:21:39.131192
Average
No
Weekly
Condo
81
1,189,371
56
Female
38,156
Divorced
1
Master's
Unemployed
30.071065
Suburban
Basic
0
0
798
2
2022-12-10 15:21:39.155231
Average
Yes
Monthly
Apartment
30
1,189,372
56
Female
16,897
Married
4
Master's
Unemployed
27.36268
Rural
Comprehensive
0
0
792
3
2022-02-04 15:21:39.134960
Good
No
Monthly
Condo
658
1,189,373
34
Female
5,138
Married
null
PhD
Employed
49.883092
Suburban
Premium
1
5
484
8
2023-10-16 15:21:39.287115
Poor
No
Daily
Condo
425
1,189,374
38
Male
21,978
Single
2
Master's
Unemployed
11.817257
Urban
Premium
1
2
746
6
2019-10-09 15:21:39.090124
Average
Yes
Monthly
Apartment
242
1,189,375
61
Female
55,717
Divorced
0
High School
Employed
18.661092
Suburban
Comprehensive
null
16
849
1
2022-09-29 15:21:39.237118
Poor
Yes
Daily
House
415
1,189,376
59
Male
3,100
Married
1
Bachelor's
null
null
Suburban
Premium
1
13
638
3
2022-07-07 15:21:39.237118
Good
No
Weekly
Apartment
826
1,189,377
32
Female
93,842
Married
null
PhD
Self-Employed
22.881808
Urban
Comprehensive
null
6
744
6
2021-11-08 15:21:39.278402
Good
No
Weekly
House
111
1,189,378
30
Female
35,391
Divorced
0
PhD
Employed
47.133355
Urban
Basic
4
2
null
9
2021-10-20 15:21:39.204790
Average
No
Weekly
House
2,142
1,189,379
22
Female
5,749
Divorced
null
Master's
Unemployed
11.407766
Suburban
Comprehensive
3
11
558
1
2022-06-26 15:21:39.248098
Good
No
Daily
Condo
2,065
1,189,380
57
Male
6,072
Single
1
PhD
Unemployed
28.252402
Rural
Basic
null
8
575
1
2021-01-22 15:21:39.233998
Average
Yes
Rarely
House
2,323
1,189,381
29
Male
3,301
Divorced
0
Bachelor's
null
20.259948
Urban
Comprehensive
2
6
725
2
2022-03-05 15:21:39.249100
Good
Yes
Daily
House
1,593
1,189,382
61
Male
39,803
Single
null
High School
Self-Employed
36.71926
Urban
Premium
2
16
477
3
2024-03-05 15:21:39.283783
Average
No
Rarely
House
1,419
1,189,383
42
Female
85,846
Single
null
Bachelor's
null
26.628637
Urban
Premium
4
5
null
8
2022-04-07 15:21:39.090124
Poor
Yes
Weekly
Condo
3,737
1,189,384
30
Male
24,182
Divorced
2
Bachelor's
null
17.566902
Rural
Basic
0
9
717
7
2021-12-07 15:21:39.130190
Good
Yes
Rarely
Condo
230
1,189,385
61
Male
84,551
Single
0
Master's
null
22.096279
Urban
Comprehensive
2
2
303
6
2020-12-04 15:21:39.190215
Poor
Yes
Rarely
Condo
384
1,189,386
48
Male
11,045
Single
1
Master's
null
38.806889
Urban
Comprehensive
null
15
470
6
2022-12-20 15:21:39.252145
Average
No
Daily
Condo
733
1,189,387
54
Female
25,520
Single
3
PhD
null
21.933135
Suburban
Basic
0
17
802
9
2022-05-02 15:21:39.263607
Poor
Yes
Monthly
House
1,431
1,189,388
27
Female
76,916
Single
1
PhD
Employed
40.193675
Rural
Comprehensive
1
18
316
8
2022-04-01 15:21:39.233998
Average
No
Weekly
Apartment
607
1,189,389
63
Female
5,090
Single
3
Bachelor's
Employed
11.381544
Urban
Comprehensive
1
12
463
3
2020-01-14 15:21:39.254678
Average
No
Daily
Apartment
1,729
1,189,390
35
Female
28,886
Divorced
0
High School
Unemployed
27.525633
Urban
Basic
0
4
492
1
2022-07-17 15:21:39.083497
null
Yes
Daily
Apartment
1,421
1,189,391
26
Male
41,572
Married
1
PhD
Employed
16.734197
Rural
Basic
null
10
435
7
2022-09-04 15:21:39.151732
Average
Yes
Monthly
Apartment
1,881
1,189,392
39
Female
9,892
Single
4
PhD
Self-Employed
21.412899
Rural
Comprehensive
2
10
733
2
2024-04-10 15:21:39.102694
Good
Yes
Rarely
House
1,803
1,189,393
19
Female
22,523
Divorced
3
Master's
Self-Employed
16.242275
Rural
Comprehensive
1
4
513
3
2022-07-09 15:21:39.132191
Average
Yes
Rarely
Condo
2,258
1,189,394
30
Male
10,108
Married
1
Master's
null
50.873504
Urban
Comprehensive
1
5
759
2
2023-07-10 15:21:39.134960
Poor
No
Weekly
Apartment
834
1,189,395
19
Female
46,399
Married
0
PhD
Employed
41.555536
Suburban
Premium
null
12
593
4
2020-06-13 15:21:39.268507
Average
Yes
Monthly
Apartment
906
1,189,396
24
Female
3,184
Single
3
Bachelor's
null
29.074763
Rural
Basic
1
4
null
5
2021-03-14 15:21:39.126661
null
No
Daily
House
1,193
1,189,397
52
Male
11,621
Married
4
Master's
null
27.959532
Rural
Basic
0
8
740
7
2024-03-13 15:21:39.288099
Good
No
Monthly
House
1,204
1,189,398
25
Female
37,398
Single
2
Bachelor's
Employed
37.751118
Suburban
Premium
null
1
810
7
2021-08-30 15:21:39.134960
Poor
No
Daily
House
1,654
1,189,399
20
Female
2,344
Married
2
High School
Employed
35.047424
Suburban
Basic
2
11
null
2
2023-09-07 15:21:39.096739
Good
Yes
Rarely
Apartment
668