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
31,300
63
Male
42,954
Divorced
0
High School
null
4.928581
Rural
Premium
0
8
796
1
2019-11-04 15:21:39.237118
Poor
Yes
Monthly
Condo
1,824
31,301
62
Female
40,322
Divorced
null
Master's
null
43.577918
Suburban
Basic
2
17
794
9
2021-01-08 15:21:39.274993
Good
No
Weekly
Condo
176
31,302
33
Male
14,010
Single
0
Bachelor's
null
16.142253
Rural
Premium
0
2
481
3
2020-10-07 15:21:39.191219
Average
Yes
Daily
House
481
31,303
52
Female
5,988
Divorced
1
Bachelor's
Self-Employed
51.410817
Suburban
Comprehensive
null
12
635
7
2022-03-31 15:21:39.186212
Average
No
Monthly
Condo
803
31,304
54
Male
148,598
Divorced
0
High School
Employed
15.918366
Suburban
Premium
1
11
604
9
2023-05-27 15:21:39.096739
Average
Yes
Daily
Apartment
248
31,305
56
Male
54,511
Divorced
1
Bachelor's
Self-Employed
41.925328
Urban
Basic
null
16
775
2
2023-01-20 15:21:39.182597
Poor
Yes
Monthly
House
161
31,306
38
Female
26,625
Single
2
Master's
Self-Employed
23.854808
Suburban
Basic
1
7
553
4
2021-07-27 15:21:39.134960
Average
Yes
Rarely
Condo
1,176
31,307
18
Female
60,742
Divorced
1
PhD
null
10.068349
Suburban
Basic
null
15
694
9
2023-02-07 15:21:39.154008
Average
No
Monthly
Condo
311
31,308
18
Male
813
Single
2
Bachelor's
Employed
null
Suburban
Comprehensive
0
9
null
1
2024-02-03 15:21:39.226954
Poor
Yes
Weekly
House
2,141
31,309
48
Female
24,602
Married
2
Bachelor's
Employed
48.769102
Suburban
Premium
0
12
567
5
2024-05-08 15:21:39.085129
Good
No
Monthly
Apartment
919
31,310
36
Female
42,905
Divorced
0
Master's
null
20.927574
Rural
Premium
2
3
553
5
2022-07-23 15:21:39.155231
Good
No
Daily
Condo
385
31,311
56
Female
15,274
Single
4
Master's
Employed
41.812993
Suburban
Premium
1
7
571
7
2020-09-12 15:21:39.097737
Poor
No
Weekly
Apartment
946
31,312
22
Male
5,835
Married
2
Bachelor's
null
33.047918
Suburban
Premium
2
2
770
7
2020-01-22 15:21:39.107553
Good
Yes
Monthly
Condo
893
31,313
57
Male
59,171
Single
0
Bachelor's
Employed
39.094446
Rural
Basic
4
9
320
8
2022-09-13 15:21:39.201446
Average
Yes
Rarely
Condo
3,967
31,314
37
Male
39,749
Single
0
High School
null
10.838666
Rural
Premium
0
0
708
3
2023-05-02 15:21:39.186212
Good
No
Weekly
House
867
31,315
32
Female
5,861
Single
1
PhD
Employed
21.172366
Urban
Premium
0
18
828
1
2023-07-25 15:21:39.228521
Poor
No
Daily
Condo
380
31,316
29
Male
12,670
Single
null
Master's
null
5.146509
Urban
Comprehensive
null
9
568
8
2020-01-15 15:21:39.222387
Good
No
Rarely
House
160
31,317
47
Female
16,010
Married
4
Bachelor's
Employed
6.922102
Suburban
Basic
0
5
null
8
2022-04-30 15:21:39.121169
Average
Yes
Daily
Condo
1,411
31,318
62
Female
24,863
Single
0
High School
null
9.78138
Rural
Basic
null
13
626
5
2023-06-24 15:21:39.207847
Average
Yes
Rarely
Condo
991
31,319
42
Female
9,401
Divorced
2
Bachelor's
null
21.87623
Urban
Premium
1
2
null
4
2024-04-16 15:21:39.084065
Poor
No
Weekly
House
672
31,320
59
Male
5,856
Single
1
High School
null
23.038508
Rural
Comprehensive
null
11
597
6
2019-12-01 15:21:39.134960
Poor
No
Daily
Apartment
644
31,321
59
Female
2,686
Married
1
PhD
null
28.593161
Urban
Basic
0
15
791
1
2022-11-28 15:21:39.125660
Average
Yes
Weekly
Condo
391
31,322
63
Female
104,862
null
1
Bachelor's
Employed
11.958224
Urban
Premium
null
8
406
2
2023-06-15 15:21:39.237118
Good
No
Rarely
House
632
31,323
25
Female
947
Divorced
0
Bachelor's
Employed
34.143939
Urban
Comprehensive
1
15
749
2
2020-12-28 15:21:39.211806
null
No
Monthly
Apartment
2,147
31,324
52
Female
26,697
Divorced
null
Bachelor's
Unemployed
40.169839
Suburban
Comprehensive
1
1
815
2
2024-01-04 15:21:39.283783
Good
Yes
Monthly
Apartment
695
31,325
53
Female
1,415
Divorced
4
Master's
Unemployed
29.245426
Suburban
Premium
0
10
757
8
2022-11-04 15:21:39.092127
Good
Yes
Monthly
House
24
31,326
38
Male
24,259
Single
1
High School
Unemployed
15.777077
Suburban
Basic
0
13
null
7
2020-01-05 15:21:39.134960
Good
Yes
Rarely
Condo
362
31,327
26
Female
81,370
Married
3
High School
null
34.593551
Rural
Premium
null
7
null
3
2023-01-12 15:21:39.192212
Average
No
Monthly
House
218
31,328
54
Male
60,793
Single
1
High School
Self-Employed
11.881678
Urban
Basic
1
12
471
9
2021-01-09 15:21:39.134960
Average
Yes
Monthly
House
2,860
31,329
55
Male
15,605
Married
1
PhD
Employed
23.3636
Suburban
Premium
0
10
767
6
2022-02-25 15:21:39.130190
Average
Yes
Daily
Apartment
2,594
31,330
37
Female
5,318
Divorced
0
High School
Unemployed
49.845389
Urban
Comprehensive
1
11
434
8
2020-03-16 15:21:39.122134
Average
Yes
Rarely
Condo
651
31,331
27
Male
45,480
Married
4
High School
Self-Employed
29.171538
Suburban
Premium
null
8
null
9
2023-11-19 15:21:39.163789
Good
No
Rarely
House
921
31,332
48
Male
72,693
Married
0
High School
Self-Employed
51.091866
Suburban
Basic
null
11
null
1
2024-03-14 15:21:39.164044
Average
Yes
Daily
House
1,612
31,333
30
Male
45,111
Married
0
PhD
Self-Employed
37.988533
Rural
Basic
null
10
662
3
2024-01-31 15:21:39.236064
Good
No
Monthly
Apartment
534
31,334
40
Female
16,082
Single
null
High School
Unemployed
10.242288
Rural
Premium
null
7
820
4
2022-05-11 15:21:39.232526
Good
No
Rarely
Condo
2,590
31,335
21
Male
50,897
Divorced
0
Master's
Unemployed
33.107906
Suburban
Premium
2
11
313
2
2020-02-19 15:21:39.290098
Good
No
Daily
Apartment
762
31,336
30
Male
10,023
Married
null
Master's
null
null
Suburban
Comprehensive
1
12
830
3
2022-08-22 15:21:39.254678
null
Yes
Rarely
Apartment
1,248
31,337
42
Male
91,485
Divorced
0
Bachelor's
null
21.125826
Urban
Comprehensive
1
18
761
3
2020-04-10 15:21:39.237118
null
Yes
Monthly
Condo
2,339
31,338
49
Male
55,823
Single
null
High School
null
null
Urban
Premium
3
7
null
8
2024-01-17 15:21:39.189223
Poor
Yes
Rarely
Apartment
1,046
31,339
60
Male
49,638
Divorced
3
PhD
null
23.176078
Suburban
Premium
null
17
454
1
2022-06-06 15:21:39.254678
null
Yes
Monthly
Condo
686
31,340
49
Male
9,873
Divorced
1
Master's
null
35.458852
Suburban
Basic
0
15
689
9
2020-06-21 15:21:39.237118
Poor
Yes
Monthly
Condo
2,027
31,341
20
Male
5,035
Divorced
4
Bachelor's
null
31.284425
Urban
Premium
0
7
744
2
2021-07-28 15:21:39.228521
Average
No
Rarely
House
1,028
31,342
62
Male
39,766
Single
4
Bachelor's
null
22.504915
Suburban
Premium
1
13
588
8
2020-01-13 15:21:39.134960
Good
Yes
Daily
Condo
1,099
31,343
57
Female
135,956
Married
4
PhD
Employed
21.871507
Rural
Comprehensive
null
12
406
9
2020-03-24 15:21:39.184157
Average
No
Weekly
Condo
1,761
31,344
47
Female
34,484
Divorced
1
Master's
Unemployed
37.79254
Rural
Comprehensive
null
19
null
1
2021-02-08 15:21:39.191219
Good
No
Daily
Condo
2,788
31,345
46
Male
35,791
Single
3
Bachelor's
Unemployed
33.936597
Suburban
Basic
2
11
847
6
2022-05-08 15:21:39.134960
Average
No
Daily
Apartment
656
31,346
63
Male
1,405
Single
null
PhD
null
42.78278
Suburban
Basic
0
3
319
6
2021-06-15 15:21:39.134960
Good
Yes
Monthly
House
45
31,347
45
Male
34,403
Married
2
PhD
Self-Employed
11.654768
Suburban
Premium
null
7
841
8
2023-09-28 15:21:39.249100
Average
Yes
Monthly
Apartment
1,807
31,348
20
Male
null
Single
3
Master's
Unemployed
4.014815
Rural
Comprehensive
4
19
777
6
2023-08-17 15:21:39.215386
Poor
No
Weekly
House
196
31,349
33
Female
885
Single
1
Bachelor's
null
10.270832
Urban
Premium
1
14
393
4
2022-10-31 15:21:39.256696
Poor
No
Weekly
Apartment
1,724
31,350
21
Male
11,398
Single
1
Bachelor's
Employed
20.414859
Suburban
Comprehensive
1
2
640
8
2022-10-24 15:21:39.175719
Good
Yes
Rarely
Apartment
290
31,351
56
Female
23,135
Single
0
High School
null
31.056693
Urban
Premium
2
5
null
3
2023-05-12 15:21:39.175719
Average
Yes
Weekly
Apartment
1,563
31,352
32
Male
85,883
Married
2
PhD
null
null
Suburban
Comprehensive
null
14
496
8
2022-03-28 15:21:39.144722
Poor
No
Rarely
House
591
31,353
59
Male
53,801
Divorced
2
PhD
null
21.519736
Rural
Premium
null
14
469
4
2023-12-04 15:21:39.134960
null
No
Daily
House
321
31,354
50
Female
null
Married
0
Bachelor's
Self-Employed
33.626818
Rural
Comprehensive
0
2
413
9
2023-10-14 15:21:39.155231
Good
No
Daily
Apartment
1,527
31,355
42
Male
6,865
Married
0
High School
Employed
12.988443
Rural
Comprehensive
1
19
591
1
2024-04-19 15:21:39.279729
Poor
No
Rarely
Apartment
1,605
31,356
37
Female
30,382
Married
3
High School
Employed
28.082746
Urban
Comprehensive
null
15
749
3
2021-02-26 15:21:39.232526
null
No
Weekly
Condo
583
31,357
43
Male
35,948
Divorced
4
PhD
Unemployed
10.143694
Rural
Premium
0
15
null
2
2020-12-28 15:21:39.252145
Average
No
Rarely
Condo
211
31,358
55
Male
13,088
Divorced
3
PhD
Employed
4.879122
Rural
Comprehensive
0
5
776
7
2021-03-08 15:21:39.132191
null
Yes
Weekly
House
1,496
31,359
34
Female
6,950
Single
1
PhD
null
45.759719
Urban
Premium
null
17
786
9
2019-08-26 15:21:39.202448
Average
No
Daily
House
1,745
31,360
52
Female
4,973
Divorced
1
PhD
Unemployed
34.581136
Urban
Premium
3
19
null
3
2021-03-31 15:21:39.170099
Good
Yes
Weekly
House
1,479
31,361
22
Female
70,943
Divorced
3
Master's
Unemployed
51.928581
Suburban
Comprehensive
0
1
761
6
2019-11-04 15:21:39.148733
Average
No
Daily
Condo
1,852
31,362
64
Female
68,959
Divorced
1
PhD
Unemployed
43.835566
Suburban
Basic
null
13
411
3
2020-01-06 15:21:39.134960
Good
Yes
Daily
Condo
754
31,363
28
Female
2,720
Married
4
Master's
null
52.674147
Urban
Basic
null
8
847
9
2021-06-08 15:21:39.200452
Average
Yes
Weekly
Apartment
810
31,364
51
Male
3,920
Married
1
PhD
null
35.86838
Rural
Premium
0
0
553
7
2022-03-26 15:21:39.134960
Poor
No
Daily
Condo
393
31,365
63
Female
85,567
Married
4
Bachelor's
null
10.72399
Suburban
Premium
0
6
804
3
2024-05-23 15:21:39.110557
Good
No
Rarely
Apartment
45
31,366
38
Female
3,677
Divorced
3
Master's
Unemployed
31.257818
Suburban
Comprehensive
0
10
393
7
2021-09-19 15:21:39.222387
Good
Yes
Monthly
Apartment
1,217
31,367
62
Female
1,349
Single
1
Bachelor's
Self-Employed
29.690948
Rural
Premium
null
2
410
7
2021-12-18 15:21:39.193945
Good
Yes
Monthly
House
1,499
31,368
45
Female
143
Married
4
Bachelor's
Employed
6.571447
Urban
Basic
0
3
null
1
2019-09-23 15:21:39.122134
Poor
No
Weekly
House
629
31,369
39
Male
17,095
Married
null
High School
Unemployed
48.887524
Urban
Comprehensive
null
13
790
5
2022-11-21 15:21:39.120168
Average
No
Monthly
Condo
874
31,370
45
Female
70,725
Divorced
1
Master's
Self-Employed
null
Suburban
Premium
0
18
728
7
2023-09-17 15:21:39.144722
Average
Yes
Weekly
Condo
434
31,371
54
Female
25,211
Single
3
Bachelor's
Unemployed
30.948334
Urban
Basic
0
9
836
9
2020-11-19 15:21:39.134960
Poor
Yes
Weekly
Condo
1,102
31,372
60
Female
43,924
Single
2
Master's
Unemployed
16.175799
Rural
Comprehensive
null
16
null
1
2021-07-13 15:21:39.083497
Poor
No
Daily
Apartment
644
31,373
59
Female
null
Divorced
1
Master's
null
48.473954
Rural
Comprehensive
2
3
644
1
2024-03-25 15:21:39.134960
Poor
Yes
Daily
Condo
28
31,374
41
Female
54,910
Married
2
PhD
Self-Employed
51.305933
Suburban
Basic
1
0
710
9
2022-08-04 15:21:39.165120
null
No
Monthly
Apartment
1,726
31,375
39
Female
null
Married
0
Master's
null
null
Rural
Comprehensive
1
1
493
8
2024-05-28 15:21:39.176717
Good
No
Rarely
House
1,813
31,376
23
Male
29,073
Single
2
PhD
Employed
17.858174
Suburban
Comprehensive
0
19
840
8
2021-10-17 15:21:39.231531
Good
No
Weekly
Apartment
1,062
31,377
59
Male
12,939
Single
null
High School
Unemployed
13.351384
Rural
Basic
1
11
458
6
2019-09-19 15:21:39.233998
Average
Yes
Daily
Condo
2,653
31,378
51
Male
41,676
Divorced
2
Bachelor's
Employed
30.760926
Rural
Premium
0
16
null
6
2020-11-07 15:21:39.286113
Poor
Yes
Monthly
House
1,528
31,379
19
Female
2,858
Single
4
Bachelor's
Unemployed
19.820521
Urban
Comprehensive
null
1
490
8
2021-03-27 15:21:39.119168
Good
Yes
Monthly
House
230
31,380
53
Male
61,177
Divorced
4
Master's
Employed
33.934783
Rural
Basic
0
14
313
5
2024-07-10 15:21:39.187211
Average
Yes
Daily
Condo
745
31,381
30
Female
2,335
Married
0
High School
Employed
38.645835
Rural
Comprehensive
null
4
null
4
2019-11-25 15:21:39.155231
Average
No
Weekly
House
659
31,382
49
Female
31,510
Single
4
High School
Self-Employed
7.932133
Rural
Comprehensive
0
11
334
7
2020-07-10 15:21:39.155231
Poor
Yes
Daily
Apartment
875
31,383
55
Female
5,335
Married
4
High School
Self-Employed
47.87865
Urban
Basic
0
6
766
5
2020-10-09 15:21:39.288099
Average
Yes
Weekly
Condo
707
31,384
36
Female
87,937
Divorced
0
Master's
Self-Employed
7.991817
Suburban
Premium
null
2
434
9
2023-01-29 15:21:39.266452
Poor
No
Weekly
Condo
2,811
31,385
22
Female
17,096
Divorced
3
High School
null
14.527784
Rural
Comprehensive
null
17
744
2
2024-02-22 15:21:39.207847
Poor
Yes
Monthly
House
615
31,386
44
Female
7,044
Divorced
null
Bachelor's
null
10.085131
Urban
Comprehensive
1
9
646
9
2023-09-18 15:21:39.107553
Poor
Yes
Monthly
Condo
216
31,387
57
Male
11,299
Divorced
null
Master's
null
32.724546
Suburban
Premium
1
3
null
2
2022-04-11 15:21:39.180553
Poor
No
Monthly
House
1,632
31,388
59
Female
11,096
Single
0
Bachelor's
null
6.03882
Rural
Comprehensive
1
3
796
5
2020-01-17 15:21:39.148733
Average
No
Rarely
Condo
1,038
31,389
61
Male
5,094
Married
1
Bachelor's
Employed
27.175745
Suburban
Comprehensive
3
16
786
4
2024-06-29 15:21:39.107553
null
No
Daily
Apartment
928
31,390
63
Female
109,469
Married
null
High School
null
46.919534
Rural
Premium
null
0
null
4
2020-10-29 15:21:39.267454
null
No
Monthly
Condo
2,470
31,391
22
Female
18,319
Divorced
3
Master's
Unemployed
28.753168
Urban
Basic
null
7
371
6
2024-01-21 15:21:39.203442
null
No
Daily
Apartment
28
31,392
23
Male
9,791
Married
1
PhD
null
33.812987
Urban
Premium
1
4
767
7
2023-04-17 15:21:39.237118
Good
Yes
Weekly
House
846
31,393
40
Male
10,108
Married
3
Bachelor's
Self-Employed
null
Urban
Premium
0
0
null
6
2021-12-24 15:21:39.091080
Good
Yes
Monthly
House
772
31,394
60
Female
30,562
Married
1
Bachelor's
Unemployed
15.163621
Suburban
Premium
0
11
null
2
2021-12-31 15:21:39.264504
Poor
Yes
Monthly
House
1,342
31,395
22
Male
15,280
Divorced
1
Master's
null
36.846292
Urban
Comprehensive
null
18
819
2
2021-06-30 15:21:39.265513
Average
No
Weekly
Apartment
2,454
31,396
50
Female
40,802
Married
3
High School
null
17.248538
Suburban
Basic
null
14
621
8
2024-05-10 15:21:39.222387
Good
Yes
Monthly
Apartment
1,745
31,397
22
Female
null
Divorced
4
Bachelor's
Unemployed
9.779302
Rural
Premium
1
11
834
1
2019-12-14 15:21:39.237118
Poor
Yes
Daily
Condo
37
31,398
44
Female
25,579
Married
0
High School
null
12.034978
Rural
Comprehensive
null
19
817
2
2021-12-28 15:21:39.237118
Average
Yes
Weekly
Apartment
788
31,399
26
Male
null
Single
2
PhD
null
44.717919
Rural
Basic
0
19
361
3
2020-06-29 15:21:39.093681
Good
Yes
Monthly
House
1,174