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
39,300
52
Female
7,086
Married
1
Bachelor's
Self-Employed
11.943261
Rural
Premium
0
3
706
1
2019-11-28 15:21:39.185215
Good
Yes
Rarely
House
1,038
39,301
33
Female
60,554
Single
2
High School
null
25.543276
Suburban
Comprehensive
0
10
366
7
2023-09-08 15:21:39.194829
Good
Yes
Weekly
House
514
39,302
22
Female
126,098
Single
4
High School
Employed
32.231825
Urban
Basic
null
11
483
7
2020-09-05 15:21:39.244069
Good
Yes
Rarely
House
2,874
39,303
20
Female
27,491
Married
0
PhD
null
21.807849
Suburban
Premium
null
0
756
5
2020-01-24 15:21:39.149731
Average
No
Rarely
House
132
39,304
25
Female
77,580
Married
null
Bachelor's
null
7.795209
Suburban
Comprehensive
1
16
523
1
2020-03-09 15:21:39.237118
Poor
No
Rarely
Condo
250
39,305
31
Male
143,831
Married
4
Master's
null
26.826201
Suburban
Premium
1
12
556
1
2021-04-12 15:21:39.155231
Average
No
Rarely
House
275
39,306
32
Female
1,401
Married
0
PhD
Unemployed
24.049015
Rural
Basic
0
14
494
3
2023-03-31 15:21:39.146733
Poor
No
Monthly
Apartment
1,652
39,307
58
Female
56,621
Divorced
3
PhD
null
35.844707
Urban
Premium
1
15
459
2
2024-04-22 15:21:39.155231
Average
Yes
Daily
Condo
1,882
39,308
42
Male
27,881
Single
0
Bachelor's
null
3.646601
Rural
Basic
2
18
607
3
2019-08-24 15:21:39.186212
Average
No
Monthly
Condo
481
39,309
48
Male
58,569
Married
0
Master's
Unemployed
45.353379
Urban
Comprehensive
1
18
432
3
2024-05-25 15:21:39.125660
Good
Yes
Weekly
Apartment
4,897
39,310
36
Male
14,962
Divorced
3
Master's
null
35.658581
Urban
Basic
1
7
441
4
2021-02-25 15:21:39.289099
Average
Yes
Daily
House
2,725
39,311
39
Male
5,820
Married
null
Master's
Unemployed
25.894163
Suburban
Premium
null
14
673
8
2023-11-18 15:21:39.152732
Poor
Yes
Daily
Condo
713
39,312
31
Female
45,961
Divorced
4
PhD
null
26.933946
Suburban
Premium
1
3
521
6
2021-06-02 15:21:39.184157
Poor
Yes
Daily
House
1,207
39,313
25
Female
18,110
Married
2
High School
Unemployed
15.719627
Suburban
Comprehensive
null
12
729
8
2023-07-22 15:21:39.204790
Average
No
Monthly
House
902
39,314
23
Female
6,965
Divorced
0
High School
null
null
Urban
Basic
null
5
805
6
2024-05-27 15:21:39.155231
Poor
Yes
Rarely
Condo
519
39,315
32
Male
39,109
Married
0
Master's
Self-Employed
19.493998
Suburban
Basic
3
8
361
5
2022-09-24 15:21:39.225916
Poor
No
Rarely
House
431
39,316
33
Female
16,633
Divorced
3
PhD
Unemployed
26.817962
Urban
Premium
1
7
776
4
2023-10-04 15:21:39.134960
Poor
No
Daily
Condo
390
39,317
19
Female
31,513
Married
1
Bachelor's
null
21.966101
Suburban
Comprehensive
0
11
null
4
2021-12-15 15:21:39.231531
Average
Yes
Rarely
Apartment
304
39,318
45
Female
907
Single
3
High School
null
4.895412
Urban
Comprehensive
1
7
497
5
2019-12-16 15:21:39.134960
Poor
Yes
Rarely
Apartment
607
39,319
21
Female
939
Divorced
1
Master's
Employed
20.858178
Urban
Premium
2
14
763
5
2024-04-10 15:21:39.134960
Good
Yes
Daily
Condo
757
39,320
44
Female
40,698
Divorced
2
High School
Self-Employed
12.758941
Rural
Basic
2
15
845
2
2021-07-24 15:21:39.229482
Poor
Yes
Monthly
Apartment
1,155
39,321
24
Male
20,894
Single
0
PhD
Employed
18.791248
Rural
Comprehensive
1
19
745
9
2024-07-09 15:21:39.237118
Good
Yes
Daily
Condo
1,667
39,322
43
Female
13,821
Married
1
High School
Unemployed
24.755883
Suburban
Basic
0
9
765
8
2022-02-06 15:21:39.155231
Good
Yes
Monthly
Condo
860
39,323
29
Female
10,045
Married
null
Master's
Unemployed
13.749025
Rural
Comprehensive
2
16
507
3
2021-11-06 15:21:39.111551
Average
No
Weekly
Apartment
101
39,324
59
Female
6,906
Single
2
Master's
Self-Employed
29.664379
Urban
Basic
null
3
587
2
2021-06-21 15:21:39.082499
Poor
Yes
Monthly
House
1,102
39,325
28
Male
47,738
Single
1
High School
Employed
27.587516
Urban
Basic
0
15
401
3
2022-03-22 15:21:39.131192
Good
No
Weekly
Condo
807
39,326
26
Female
78,738
Married
1
Master's
Employed
42.023439
Rural
Basic
1
5
492
4
2021-07-17 15:21:39.087123
Poor
No
Weekly
House
2,856
39,327
33
Male
6,969
Divorced
1
PhD
Self-Employed
16.611595
Urban
Comprehensive
null
2
556
2
2020-12-25 15:21:39.172097
Average
Yes
Rarely
Condo
735
39,328
25
Male
6,563
Married
4
Bachelor's
null
34.769393
Suburban
Basic
1
2
791
9
2024-02-12 15:21:39.199447
Good
No
Daily
Condo
690
39,329
55
Female
35,008
Single
1
Master's
Unemployed
38.22696
Urban
Premium
null
0
359
1
2024-07-22 15:21:39.155231
Average
No
Monthly
Condo
1,551
39,330
50
Female
17,885
Single
null
High School
Unemployed
26.071877
Rural
Basic
2
12
641
8
2021-01-10 15:21:39.237118
Good
No
Rarely
House
867
39,331
62
Male
14,084
Divorced
3
PhD
Self-Employed
14.965655
Rural
Basic
2
5
722
6
2020-03-22 15:21:39.173834
Average
Yes
Monthly
Apartment
674
39,332
39
Female
29,098
Divorced
4
High School
Unemployed
28.390102
Suburban
Basic
0
8
null
8
2021-09-30 15:21:39.236064
Poor
No
Daily
Apartment
434
39,333
24
Female
35,361
Divorced
0
High School
null
50.362853
Rural
Basic
1
15
796
8
2021-07-02 15:21:39.180553
Average
Yes
Weekly
Condo
2,498
39,334
36
Male
46,013
Single
1
PhD
Self-Employed
45.441509
Suburban
Basic
0
2
null
2
2024-06-14 15:21:39.126661
Average
No
Daily
House
926
39,335
56
Female
31,144
Divorced
null
Bachelor's
null
26.347554
Rural
Premium
0
14
650
9
2021-03-11 15:21:39.181605
Poor
No
Rarely
Apartment
473
39,336
48
Male
2,489
Divorced
3
Bachelor's
null
11.006646
Suburban
Comprehensive
null
9
459
2
2021-03-28 15:21:39.123711
Poor
No
Daily
Condo
992
39,337
41
Female
3,082
Divorced
4
High School
Employed
24.926493
Urban
Basic
1
14
417
7
2021-09-26 15:21:39.197445
Good
No
Rarely
Apartment
421
39,338
23
Female
40,262
Married
2
Master's
null
22.089904
Suburban
Premium
2
9
393
2
2023-09-02 15:21:39.099739
null
Yes
Weekly
Condo
661
39,339
50
Male
103,379
Married
null
Master's
null
24.84846
Rural
Basic
null
3
null
2
2022-07-20 15:21:39.237118
Average
No
Daily
Condo
191
39,340
40
Male
18,307
Married
2
Master's
null
37.638542
Urban
Basic
null
0
552
5
2021-12-09 15:21:39.152732
Average
No
Rarely
House
1,327
39,341
39
Female
56,846
Single
1
Master's
Unemployed
27.693358
Rural
Premium
0
8
383
8
2021-09-20 15:21:39.134960
Average
No
Daily
Condo
817
39,342
56
Female
80,437
Divorced
1
High School
Employed
18.03872
Urban
Basic
null
7
782
3
2022-12-03 15:21:39.174719
Poor
No
Weekly
House
4,073
39,343
62
Male
25,070
Married
2
Master's
Unemployed
5.874276
Rural
Basic
0
2
732
5
2022-10-10 15:21:39.281787
Good
Yes
Monthly
House
917
39,344
33
Female
57,999
null
0
Master's
Self-Employed
31.172648
Suburban
Comprehensive
0
18
519
2
2019-10-29 15:21:39.184157
Average
No
Weekly
Condo
586
39,345
33
Female
118,716
Divorced
0
High School
Unemployed
24.56616
Suburban
Premium
0
5
386
1
2021-12-03 15:21:39.155231
Average
No
Monthly
Apartment
1,160
39,346
64
Male
23,757
Single
4
PhD
Employed
39.174855
Rural
Premium
1
19
679
5
2024-07-03 15:21:39.095696
Average
Yes
Daily
House
833
39,347
54
Female
45,235
Divorced
0
High School
Employed
43.723508
Urban
Basic
null
18
653
3
2020-07-09 15:21:39.253660
Average
Yes
Rarely
Apartment
749
39,348
50
Male
3,246
Single
0
Bachelor's
Unemployed
29.967216
Urban
Comprehensive
3
10
690
1
2022-11-14 15:21:39.082499
Poor
Yes
Weekly
House
605
39,349
43
Male
44,982
Married
null
Master's
Employed
19.551156
Urban
Comprehensive
1
16
728
8
2024-02-18 15:21:39.168099
Good
No
Daily
Apartment
473
39,350
22
Male
2,284
Single
4
PhD
Unemployed
22.590989
Rural
Basic
1
7
814
6
2020-01-25 15:21:39.237118
Good
Yes
Weekly
Condo
1,837
39,351
44
Female
49,680
Married
3
High School
Unemployed
null
Suburban
Basic
0
9
467
3
2022-05-28 15:21:39.174719
Good
Yes
Rarely
Apartment
3,510
39,352
53
Male
5,570
Divorced
4
Master's
Employed
28.39796
Suburban
Comprehensive
1
0
677
8
2022-01-28 15:21:39.134960
Average
No
Rarely
Apartment
1,217
39,353
34
Male
null
Married
0
Bachelor's
Self-Employed
23.935005
Urban
Premium
null
6
532
9
2022-05-16 15:21:39.090124
Poor
Yes
Daily
Condo
224
39,354
64
Female
23,167
Married
2
High School
null
50.874517
Rural
Premium
1
10
716
1
2020-08-11 15:21:39.281787
Good
Yes
Rarely
Condo
139
39,355
35
Female
19,354
Married
0
Bachelor's
Employed
45.262831
Rural
Premium
0
2
432
3
2021-04-18 15:21:39.245086
Poor
Yes
Monthly
House
235
39,356
63
Female
6,071
Single
0
High School
Employed
13.567129
Suburban
Premium
null
8
617
2
2022-02-20 15:21:39.206847
Poor
No
Monthly
Condo
478
39,357
51
Male
2,906
Married
2
Bachelor's
Unemployed
18.013723
Urban
Basic
2
2
462
2
2020-08-02 15:21:39.288099
Poor
No
Weekly
House
1,479
39,358
34
Female
93,270
Divorced
null
High School
Employed
15.3155
Rural
Premium
null
14
607
5
2023-11-15 15:21:39.082499
Average
No
Daily
Condo
90
39,359
36
Female
28,559
Married
1
Master's
null
21.0058
Suburban
Basic
null
19
669
4
2020-05-16 15:21:39.261856
Poor
No
Daily
Condo
1,100
39,360
40
Male
17,299
Single
0
High School
null
46.928249
Suburban
Basic
1
11
null
9
2024-02-04 15:21:39.107553
Good
Yes
Weekly
Condo
627
39,361
39
Female
47,079
Married
4
Bachelor's
Self-Employed
43.897289
Suburban
Basic
1
1
353
4
2022-05-27 15:21:39.290098
null
Yes
Daily
House
1,604
39,362
50
Female
1,403
Single
2
Bachelor's
Employed
7.804782
Suburban
Comprehensive
null
16
796
3
2021-10-28 15:21:39.213373
Poor
No
Rarely
Apartment
2,485
39,363
58
Male
null
Married
2
PhD
null
51.69709
Rural
Premium
0
6
728
3
2022-12-14 15:21:39.155231
Poor
No
Monthly
House
1,494
39,364
30
Female
35,759
Single
null
High School
null
42.254465
Suburban
Premium
3
7
507
8
2024-04-25 15:21:39.150730
null
No
Daily
Condo
956
39,365
57
Male
113,541
Divorced
2
PhD
Unemployed
null
Rural
Comprehensive
2
0
null
7
2021-04-23 15:21:39.202448
Average
No
Daily
Condo
1,241
39,366
45
Female
142,692
Married
3
High School
null
27.929258
Urban
Comprehensive
1
19
447
7
2023-05-21 15:21:39.094752
Average
Yes
Daily
Apartment
1,242
39,367
24
Female
17,155
Single
2
Bachelor's
Self-Employed
31.003594
Suburban
Basic
null
14
548
2
2024-06-24 15:21:39.085129
Poor
Yes
Rarely
Condo
1,502
39,368
36
Male
38,305
Single
3
PhD
null
36.917509
Rural
Comprehensive
null
3
566
7
2021-10-25 15:21:39.119168
Poor
No
Weekly
House
1,424
39,369
39
Male
11,501
Married
4
PhD
null
31.717028
Rural
Premium
1
11
null
3
2020-09-17 15:21:39.211806
Good
Yes
Daily
Apartment
2,593
39,370
24
Male
59,058
Divorced
1
High School
Employed
12.692094
Suburban
Basic
0
18
467
3
2020-01-09 15:21:39.177724
null
No
Rarely
Condo
1,364
39,371
61
Female
44,933
Divorced
4
Bachelor's
null
33.242867
Urban
Comprehensive
null
6
627
8
2019-11-28 15:21:39.082499
Good
Yes
Rarely
Apartment
554
39,372
59
Male
12,910
Single
0
Bachelor's
null
13.82925
Suburban
Comprehensive
2
14
513
8
2023-04-21 15:21:39.274993
Poor
No
Weekly
House
129
39,373
56
Female
31,004
Divorced
3
PhD
Self-Employed
10.854159
Rural
Comprehensive
0
7
844
1
2022-05-13 15:21:39.134960
Poor
No
Monthly
Apartment
2,482
39,374
null
Female
35,330
Married
4
Bachelor's
Self-Employed
30.897382
Rural
Premium
1
4
468
7
2019-11-24 15:21:39.283783
Good
No
Weekly
House
1,507
39,375
50
Female
17,098
Divorced
4
High School
Self-Employed
10.879198
Rural
Premium
1
6
742
9
2019-09-05 15:21:39.247098
Good
Yes
Rarely
House
1,296
39,376
46
Female
23,146
Married
4
PhD
null
35.735166
Urban
Basic
0
15
492
3
2023-04-06 15:21:39.285112
Poor
Yes
Monthly
Condo
2,979
39,377
53
Female
4,419
Married
0
Master's
Employed
35.161131
Urban
Basic
null
1
null
2
2019-08-21 15:21:39.097737
Good
Yes
Monthly
Apartment
1,062
39,378
62
Female
6,522
Divorced
4
Bachelor's
Self-Employed
33.29986
Rural
Basic
0
6
803
3
2021-10-05 15:21:39.177724
Poor
Yes
Daily
Condo
853
39,379
40
Male
null
Single
2
Master's
Self-Employed
17.917287
Rural
Comprehensive
null
7
360
5
2023-10-11 15:21:39.225916
Good
Yes
Monthly
House
1,609
39,380
39
Female
128,496
Single
3
PhD
null
16.411119
Urban
Basic
0
9
749
3
2020-07-03 15:21:39.124659
Average
Yes
Monthly
Apartment
298
39,381
36
Female
23,749
Single
1
Master's
Employed
6.928876
Suburban
Basic
2
18
713
4
2022-02-06 15:21:39.087123
Poor
No
Weekly
Condo
747
39,382
41
Male
113,341
Divorced
0
Bachelor's
null
48.955317
Rural
Comprehensive
3
13
311
9
2021-10-14 15:21:39.280784
Poor
No
Rarely
Condo
1,523
39,383
55
Female
64,239
Divorced
null
Master's
Self-Employed
25.95894
Urban
Premium
1
19
744
3
2023-09-19 15:21:39.233998
Good
Yes
Monthly
House
125
39,384
57
Female
6,051
Single
0
High School
Self-Employed
21.908393
Suburban
Premium
null
3
null
8
2022-05-16 15:21:39.082499
Poor
No
Weekly
Condo
447
39,385
48
Male
44,925
Single
4
PhD
null
31.974683
Suburban
Premium
0
3
429
2
2021-12-04 15:21:39.150730
Average
No
Weekly
Apartment
1,253
39,386
38
Female
2,442
Single
1
Master's
Employed
15.244835
Rural
Basic
2
11
833
6
2021-10-11 15:21:39.155231
Average
No
Weekly
Apartment
809
39,387
46
Male
34,242
Single
4
High School
null
26.59467
Urban
Premium
1
11
null
2
2022-04-22 15:21:39.237118
Poor
No
Daily
House
742
39,388
54
Female
69,905
Single
2
PhD
null
null
Suburban
Basic
null
16
486
5
2022-05-19 15:21:39.098696
Poor
Yes
Daily
Apartment
1,588
39,389
48
Female
3,822
Divorced
0
Bachelor's
null
21.40452
Urban
Basic
2
8
704
5
2023-03-31 15:21:39.134960
Good
Yes
Monthly
Apartment
2,611
39,390
52
Male
1,338
Single
2
PhD
Self-Employed
11.41183
Urban
Comprehensive
0
6
467
8
2020-05-03 15:21:39.084065
Poor
Yes
Daily
Condo
646
39,391
58
Female
71,489
Married
3
PhD
null
3.693096
Rural
Basic
null
12
366
4
2020-09-29 15:21:39.134960
Good
No
Daily
Apartment
848
39,392
54
Female
7,581
Single
3
Bachelor's
Self-Employed
44.160146
Rural
Comprehensive
null
12
679
7
2024-06-09 15:21:39.281787
Average
No
Daily
Apartment
1,112
39,393
56
Male
null
Divorced
1
Master's
Employed
22.82446
Rural
Premium
1
16
422
9
2020-12-20 15:21:39.134960
Poor
Yes
Monthly
Condo
927
39,394
57
Female
49,836
Married
3
Bachelor's
Employed
19.78824
Rural
Comprehensive
null
12
407
2
2019-10-30 15:21:39.274993
Good
No
Weekly
House
959
39,395
51
Female
17,073
Married
3
Bachelor's
null
24.845997
Suburban
Premium
null
2
null
2
2023-05-17 15:21:39.274993
Good
Yes
Daily
Condo
28
39,396
53
Female
108,722
Married
1
High School
Employed
17.89896
Urban
Basic
2
8
692
7
2020-12-28 15:21:39.079128
null
No
Daily
Apartment
2,274
39,397
60
Male
12,061
Married
2
High School
Unemployed
null
Suburban
Comprehensive
1
0
551
1
2020-11-22 15:21:39.270454
Average
No
Weekly
Condo
635
39,398
41
Female
28,892
Married
4
Master's
Employed
15.843275
Suburban
Basic
0
10
573
6
2020-01-26 15:21:39.134960
Good
No
Rarely
House
2,866
39,399
23
Female
9,981
Married
0
Bachelor's
null
30.569098
Suburban
Basic
0
15
810
3
2022-06-25 15:21:39.248098
Good
No
Rarely
House
1,778