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
1,164,300
21
Male
33,393
Divorced
0
Master's
Self-Employed
9.053396
Suburban
Premium
1
1
null
7
2024-01-20 15:21:39.155231
Good
Yes
Rarely
House
477
1,164,301
53
Male
45,628
Divorced
2
High School
null
10.753917
Rural
Basic
null
7
554
5
2021-09-02 15:21:39.250151
Poor
No
Weekly
Condo
1,334
1,164,302
33
Male
29,862
Single
0
High School
Employed
13.764737
Suburban
Basic
0
8
697
4
2024-06-13 15:21:39.155231
Poor
No
Weekly
House
1,249
1,164,303
41
Male
121,644
Married
null
Master's
null
17.991115
Rural
Basic
1
13
677
1
2023-06-19 15:21:39.134960
Poor
Yes
Daily
House
397
1,164,304
51
Male
9,084
Single
2
Master's
Self-Employed
26.281217
Suburban
Comprehensive
1
10
810
1
2021-10-14 15:21:39.186212
Good
Yes
Daily
House
946
1,164,305
37
Male
26,434
Married
4
Bachelor's
Self-Employed
11.127047
Urban
Comprehensive
null
2
672
6
2023-12-27 15:21:39.225916
Poor
No
Daily
Apartment
577
1,164,306
50
Female
9,265
null
1
PhD
Self-Employed
10.556878
Suburban
Basic
1
1
550
6
2023-09-12 15:21:39.147735
Average
Yes
Rarely
House
982
1,164,307
43
Female
81,685
Divorced
4
Master's
Employed
14.865677
Urban
Premium
0
13
349
6
2023-03-07 15:21:39.233998
Poor
Yes
Daily
Condo
826
1,164,308
35
Female
12,929
Single
2
Bachelor's
null
13.82925
Urban
Comprehensive
null
3
622
9
2022-11-10 15:21:39.092127
Poor
Yes
Weekly
House
1,249
1,164,309
25
Female
117,470
Divorced
0
Bachelor's
null
5.879711
Suburban
Comprehensive
1
3
336
3
2022-08-18 15:21:39.090124
Poor
Yes
Rarely
Apartment
29
1,164,310
21
Female
72,959
Married
2
PhD
null
16.619112
Urban
Basic
1
10
431
2
2024-01-17 15:21:39.192212
Poor
No
Daily
Apartment
1,183
1,164,311
57
Female
23,991
Divorced
0
Master's
null
10.167438
Urban
Comprehensive
1
16
822
4
2022-10-22 15:21:39.144722
Good
No
Monthly
Condo
1,270
1,164,312
28
Female
23,708
Single
0
Master's
Employed
27.914391
Rural
Comprehensive
null
14
516
6
2021-10-28 15:21:39.237118
Good
No
Weekly
House
573
1,164,313
64
Female
14,092
Married
3
Master's
Self-Employed
16.737158
Urban
Basic
null
18
531
1
2022-08-31 15:21:39.155231
Average
Yes
Monthly
Apartment
591
1,164,314
50
Male
7,984
Divorced
0
High School
Self-Employed
25.912178
Urban
Premium
2
10
651
8
2022-10-15 15:21:39.155231
Average
Yes
Monthly
Condo
1,229
1,164,315
null
Male
59,810
Divorced
null
PhD
Employed
9.01396
Rural
Basic
0
4
312
7
2021-11-06 15:21:39.237118
Good
Yes
Monthly
House
783
1,164,316
20
Female
26,981
Married
0
Bachelor's
Unemployed
21.328814
Rural
Basic
null
15
757
2
2022-05-22 15:21:39.251142
Average
Yes
Rarely
House
1,016
1,164,317
23
Male
24,877
Single
1
Bachelor's
Employed
25.634909
Rural
Comprehensive
1
18
765
5
2021-04-11 15:21:39.184157
Average
No
Weekly
Apartment
881
1,164,318
62
Female
17,616
Married
3
High School
Unemployed
40.749466
Suburban
Premium
0
3
646
5
2023-01-08 15:21:39.200452
Good
Yes
Weekly
House
185
1,164,319
42
Male
15,095
Single
4
High School
Self-Employed
20.982995
Suburban
Premium
1
1
767
6
2023-03-08 15:21:39.205850
Good
No
Weekly
House
103
1,164,320
31
Female
3,188
Single
1
PhD
Employed
null
Suburban
Basic
2
8
812
1
2022-05-22 15:21:39.085129
Good
No
Monthly
Apartment
774
1,164,321
34
Female
10,876
Divorced
3
Master's
Employed
48.611196
Rural
Basic
null
13
695
3
2022-05-15 15:21:39.257696
Average
No
Monthly
Condo
3,983
1,164,322
18
Female
10,169
Married
3
Bachelor's
Unemployed
27.288749
Suburban
Comprehensive
0
10
307
2
2021-06-30 15:21:39.172097
Average
Yes
Monthly
House
2,037
1,164,323
52
Male
40,540
Divorced
2
Master's
Unemployed
22.955555
Rural
Basic
2
6
415
7
2024-05-06 15:21:39.134960
Poor
No
Rarely
House
2,385
1,164,324
57
Male
24,280
Married
1
PhD
Self-Employed
29.711136
Urban
Basic
0
11
534
9
2021-11-06 15:21:39.200452
null
No
Monthly
Apartment
761
1,164,325
51
Female
16,264
Single
0
Bachelor's
Unemployed
19.817351
Urban
Basic
1
17
651
8
2024-01-09 15:21:39.095696
Good
Yes
Daily
Condo
518
1,164,326
47
Male
17,432
Divorced
4
Master's
Self-Employed
28.1816
Suburban
Basic
null
4
626
3
2020-02-15 15:21:39.246098
Average
No
Rarely
Apartment
1,839
1,164,327
31
Female
1,065
Single
4
High School
Unemployed
29.916518
Rural
Premium
null
14
613
8
2023-10-01 15:21:39.226954
Good
No
Daily
Condo
101
1,164,328
51
Female
16,696
Married
2
High School
null
17.917289
Rural
Premium
0
2
788
6
2024-05-08 15:21:39.155231
Average
Yes
Weekly
House
749
1,164,329
36
Male
104
Married
2
Master's
Unemployed
13.443377
Urban
Premium
1
8
414
1
2022-11-21 15:21:39.264504
Average
No
Rarely
Condo
1,270
1,164,330
58
Female
23,296
Divorced
4
Master's
Employed
12.836206
Suburban
Comprehensive
0
9
478
7
2020-03-17 15:21:39.151732
Poor
No
Weekly
House
1,438
1,164,331
43
Male
20,255
Single
4
PhD
Unemployed
25.719284
Rural
Comprehensive
1
14
567
9
2022-11-22 15:21:39.237118
Poor
No
Weekly
House
2,225
1,164,332
34
Female
11,114
Married
0
High School
Unemployed
38.964382
Suburban
Premium
0
2
566
8
2020-05-08 15:21:39.173834
Poor
No
Rarely
Condo
1,234
1,164,333
24
Female
36,398
null
1
Bachelor's
Self-Employed
6.569829
Rural
Comprehensive
0
10
709
1
2022-08-17 15:21:39.202448
Good
Yes
Weekly
House
573
1,164,334
47
Female
63,346
Single
2
PhD
Self-Employed
17.548518
Suburban
Premium
0
1
534
2
2023-07-25 15:21:39.114118
Average
Yes
Rarely
House
4,085
1,164,335
45
Male
41,810
Single
0
High School
Self-Employed
23.908187
Urban
Basic
null
17
445
7
2022-07-04 15:21:39.290098
Good
Yes
Daily
Condo
750
1,164,336
31
Female
10,049
Divorced
null
Bachelor's
null
15.584918
Rural
Premium
null
12
null
1
2020-11-12 15:21:39.288099
Good
No
Weekly
House
1,063
1,164,337
29
Female
44,204
Married
2
PhD
Unemployed
43.153781
Suburban
Basic
null
2
768
2
2024-05-27 15:21:39.214388
Average
Yes
Monthly
House
453
1,164,338
18
Male
3,359
Single
4
Bachelor's
Self-Employed
27.93377
Urban
Premium
null
7
567
4
2020-10-20 15:21:39.237118
null
No
Monthly
House
282
1,164,339
54
Female
48,761
Single
1
PhD
Self-Employed
29.652617
Urban
Comprehensive
2
14
635
2
2021-06-30 15:21:39.204790
Good
No
Daily
House
2,526
1,164,340
25
Female
36,020
Single
0
PhD
null
46.944697
Rural
Basic
2
2
509
1
2022-02-06 15:21:39.192212
Good
Yes
Daily
Apartment
440
1,164,341
57
Male
62,851
Divorced
null
Master's
Unemployed
7.593407
Suburban
Comprehensive
0
16
381
7
2020-09-02 15:21:39.204201
Good
No
Monthly
Condo
3,246
1,164,342
33
Female
815
Single
2
Master's
Employed
20.811128
Suburban
Comprehensive
1
4
434
7
2023-11-16 15:21:39.118178
Poor
Yes
Rarely
Apartment
803
1,164,343
41
Female
844
Married
1
High School
Unemployed
30.753322
Suburban
Basic
0
15
706
2
2022-10-15 15:21:39.230483
Average
Yes
Daily
Condo
2,657
1,164,344
47
Female
64,968
Single
0
PhD
Employed
21.965763
Rural
Basic
0
7
403
1
2020-03-25 15:21:39.171102
Average
No
Monthly
Condo
1,543
1,164,345
61
Female
9,174
Divorced
3
High School
Self-Employed
11.937885
Rural
Basic
null
18
466
4
2022-11-10 15:21:39.266452
Good
No
Daily
Apartment
710
1,164,346
33
Male
73,434
Single
0
Master's
Self-Employed
25.064296
Urban
Premium
2
3
442
6
2020-07-26 15:21:39.131192
Poor
Yes
Monthly
Condo
724
1,164,347
44
Male
829
Married
0
PhD
Employed
null
Urban
Basic
0
17
687
4
2020-08-16 15:21:39.155231
null
Yes
Weekly
Apartment
397
1,164,348
45
Male
7,732
Single
4
Bachelor's
Employed
33.457577
Rural
Comprehensive
null
1
null
1
2021-01-12 15:21:39.278402
Good
Yes
Daily
Condo
731
1,164,349
24
Female
3,399
Married
0
Bachelor's
null
38.185583
Suburban
Comprehensive
null
8
787
7
2023-10-24 15:21:39.155231
Average
Yes
Daily
Condo
2,277
1,164,350
64
Male
66,907
Married
3
High School
Unemployed
29.266071
Urban
Comprehensive
2
18
572
2
2019-08-30 15:21:39.134960
Poor
No
Rarely
House
40
1,164,351
58
Female
39,900
Single
2
PhD
null
41.59082
Suburban
Basic
null
7
null
1
2022-09-09 15:21:39.092127
Average
Yes
Weekly
Condo
786
1,164,352
45
Male
62,635
Divorced
1
High School
null
25.394297
Urban
Comprehensive
0
12
341
4
2024-06-25 15:21:39.249100
Average
No
Rarely
Condo
114
1,164,353
64
Female
71,679
Married
null
Master's
null
17.959185
Suburban
Comprehensive
null
9
391
6
2023-09-26 15:21:39.247098
Average
No
Weekly
Apartment
1,067
1,164,354
45
Female
738
Single
3
Bachelor's
Employed
12.417811
Suburban
Premium
2
10
716
9
2021-10-23 15:21:39.190215
Good
No
Weekly
Apartment
1,822
1,164,355
45
Female
45,266
Married
4
High School
Unemployed
46.368021
Rural
Basic
0
13
701
8
2023-03-08 15:21:39.107553
Poor
Yes
Monthly
Condo
24
1,164,356
57
Male
15,696
Single
1
Master's
null
30.465869
Urban
Premium
0
10
461
1
2020-03-29 15:21:39.124659
Poor
Yes
Weekly
House
1,032
1,164,357
42
Male
21,230
Single
2
High School
Employed
38.615618
Rural
Basic
1
6
704
7
2021-05-14 15:21:39.111551
Average
No
Daily
Condo
679
1,164,358
43
Female
2,784
Single
1
PhD
Employed
7.651841
Rural
Basic
1
18
629
6
2021-06-18 15:21:39.177724
Average
No
Daily
Condo
2,478
1,164,359
32
Male
6,543
Single
3
PhD
Unemployed
38.097388
Suburban
Premium
0
15
447
9
2019-09-14 15:21:39.092127
Good
Yes
Rarely
House
1,348
1,164,360
40
Female
3,069
Married
2
Master's
Employed
48.977464
Urban
Comprehensive
0
0
414
8
2023-08-05 15:21:39.288099
Good
No
Rarely
Condo
782
1,164,361
31
Male
null
Single
0
High School
null
27.234449
Urban
Premium
null
14
485
8
2020-11-12 15:21:39.270454
Poor
No
Monthly
House
175
1,164,362
50
Female
72,282
Divorced
3
Master's
Unemployed
34.051478
Rural
Premium
1
12
783
9
2019-09-21 15:21:39.155231
Poor
Yes
Daily
Condo
50
1,164,363
39
Male
23,989
Married
0
Master's
null
null
Urban
Comprehensive
0
9
591
9
2021-09-23 15:21:39.205850
Good
Yes
Daily
Condo
1,114
1,164,364
37
Male
1,912
Single
4
High School
Employed
16.671126
Suburban
Comprehensive
1
2
652
7
2024-01-21 15:21:39.095696
Poor
No
Monthly
Apartment
1,912
1,164,365
41
Male
9,609
Single
3
Master's
Unemployed
18.937759
Suburban
Basic
1
18
705
3
2022-01-05 15:21:39.259788
Good
No
Monthly
Condo
942
1,164,366
38
Male
92,175
Married
1
High School
Self-Employed
19.854169
Rural
Premium
null
6
null
8
2023-10-01 15:21:39.228521
Average
Yes
Rarely
House
93
1,164,367
24
Female
60,963
Single
1
PhD
Self-Employed
33.848349
Urban
Comprehensive
3
16
695
6
2023-03-18 15:21:39.134960
Poor
No
Monthly
Condo
2,069
1,164,368
46
Male
34,251
Married
1
PhD
Employed
20.09145
Suburban
Premium
null
10
530
3
2023-08-03 15:21:39.171102
null
No
Weekly
Condo
631
1,164,369
41
Male
null
Single
0
High School
null
35.958012
Rural
Premium
0
15
565
7
2021-11-10 15:21:39.223390
Average
Yes
Monthly
House
61
1,164,370
27
Male
88,957
Single
3
Bachelor's
Self-Employed
22.940621
Suburban
Basic
null
12
605
6
2022-01-06 15:21:39.223901
Poor
No
Rarely
Condo
142
1,164,371
32
Female
67,815
Divorced
null
Master's
Self-Employed
43.120437
Suburban
Comprehensive
1
0
490
2
2023-10-28 15:21:39.171102
null
No
Weekly
Apartment
1,539
1,164,372
22
Female
20,346
Divorced
2
PhD
null
17.879088
Urban
Basic
0
10
842
7
2022-03-05 15:21:39.095696
Good
No
Monthly
House
1,655
1,164,373
56
Male
39,681
Single
null
PhD
Self-Employed
null
Urban
Basic
null
10
null
8
2024-07-16 15:21:39.194829
Poor
No
Rarely
House
1,450
1,164,374
58
Male
3,427
Single
0
Master's
Unemployed
36.895368
Suburban
Premium
null
1
662
5
2020-05-10 15:21:39.134960
Average
No
Monthly
House
137
1,164,375
20
Male
null
Divorced
2
High School
Self-Employed
30.706009
Suburban
Comprehensive
4
14
676
9
2023-09-16 15:21:39.254678
Average
No
Monthly
Condo
2,196
1,164,376
41
Female
15,862
Single
0
Master's
Self-Employed
16.812078
Suburban
Premium
1
18
734
3
2021-07-09 15:21:39.096739
Good
Yes
Monthly
Condo
733
1,164,377
39
Male
3,616
Divorced
0
Bachelor's
Employed
40.85823
Urban
Comprehensive
2
6
843
8
2020-03-25 15:21:39.129190
Poor
No
Weekly
Apartment
614
1,164,378
43
Male
24,678
Divorced
2
Master's
Self-Employed
23.038508
Urban
Comprehensive
0
17
329
2
2023-07-07 15:21:39.265513
Average
Yes
Monthly
Apartment
834
1,164,379
45
Male
77,527
Divorced
4
Master's
Employed
38.481679
Rural
Premium
1
8
719
2
2020-02-23 15:21:39.211806
null
Yes
Weekly
House
1,867
1,164,380
34
Female
2,587
Single
3
High School
Self-Employed
50.686749
Suburban
Comprehensive
null
17
807
2
2022-10-30 15:21:39.100695
Good
Yes
Daily
House
2,485
1,164,381
24
Male
52,415
Single
3
High School
Self-Employed
43.877573
Urban
Premium
4
10
787
8
2022-07-04 15:21:39.237118
Good
Yes
Daily
Apartment
187
1,164,382
54
Female
4,444
Married
4
High School
null
27.645057
Rural
Premium
2
10
466
6
2024-02-25 15:21:39.213373
Average
Yes
Weekly
Condo
30
1,164,383
27
Female
7,734
Married
2
Bachelor's
null
27.793652
Rural
Basic
null
18
801
3
2023-08-06 15:21:39.166062
null
No
Monthly
Condo
2,922
1,164,384
47
Male
28,108
Divorced
2
PhD
Employed
20.880085
Rural
Basic
0
7
832
2
2023-12-21 15:21:39.097737
Good
Yes
Monthly
House
2,789
1,164,385
28
Female
1,239
Married
1
Bachelor's
null
30.999345
Rural
Premium
2
0
569
7
2020-01-02 15:21:39.285112
Poor
No
Rarely
House
1,166
1,164,386
43
Female
17,885
Divorced
2
Bachelor's
null
34.192471
Rural
Comprehensive
0
0
515
9
2023-11-02 15:21:39.199447
Average
Yes
Weekly
Condo
1,476
1,164,387
27
Male
12,897
Single
1
High School
Self-Employed
9.759739
Suburban
Premium
0
11
null
4
2020-09-19 15:21:39.264504
Good
Yes
Monthly
House
661
1,164,388
47
Female
26,140
Divorced
0
Bachelor's
Employed
16.396791
Suburban
Premium
1
17
577
6
2021-05-24 15:21:39.247098
Poor
No
Daily
Condo
614
1,164,389
46
Male
7,092
Married
0
Master's
null
null
Urban
Comprehensive
null
4
536
6
2022-07-18 15:21:39.126661
Poor
Yes
Rarely
House
1,291
1,164,390
43
Male
39,098
Married
0
Master's
null
30.259724
Rural
Comprehensive
0
7
779
8
2021-02-09 15:21:39.251142
Good
No
Daily
House
751
1,164,391
31
Female
495
Divorced
2
Bachelor's
Unemployed
null
Rural
Premium
0
7
788
4
2020-06-02 15:21:39.083497
Average
Yes
Monthly
House
488
1,164,392
38
Female
75,989
Married
3
PhD
Self-Employed
33.973149
Suburban
Comprehensive
3
5
641
8
2021-08-07 15:21:39.082499
Poor
Yes
Rarely
Condo
3,798
1,164,393
45
Female
28,886
Single
null
High School
Employed
19.481211
Urban
Basic
null
18
509
2
2022-10-22 15:21:39.174719
Average
Yes
Daily
Apartment
378
1,164,394
45
Male
53,492
Divorced
0
High School
Self-Employed
11.816129
Urban
Basic
null
19
357
9
2022-07-21 15:21:39.189223
Average
Yes
Daily
Apartment
40
1,164,395
63
Female
24,562
Single
2
Bachelor's
Unemployed
14.451523
Urban
Premium
null
18
474
6
2023-01-04 15:21:39.257696
Good
Yes
Monthly
Apartment
501
1,164,396
26
Male
49,853
Divorced
1
Master's
Self-Employed
null
Urban
Comprehensive
0
15
493
5
2019-10-21 15:21:39.154008
Good
No
Weekly
Condo
806
1,164,397
33
Male
12,435
Single
4
Master's
Unemployed
12.24192
Urban
Basic
0
0
623
2
2019-09-12 15:21:39.218388
Average
Yes
Weekly
Condo
487
1,164,398
46
Female
1,574
Divorced
0
High School
Employed
51.723979
Rural
Comprehensive
0
8
595
4
2022-03-05 15:21:39.134960
Average
Yes
Weekly
Apartment
2,070
1,164,399
60
Female
38,925
Single
3
Bachelor's
Self-Employed
45.949529
Suburban
Comprehensive
0
5
530
7
2021-12-24 15:21:39.185215
Poor
No
Weekly
Apartment
1,141