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
20,300
50
Female
20,270
Single
4
High School
Self-Employed
44.272902
Rural
Comprehensive
2
12
772
6
2024-02-05 15:21:39.175719
Poor
No
Weekly
Apartment
776
20,301
49
Male
12,079
Single
1
Bachelor's
Unemployed
36.979577
Rural
Basic
null
8
779
5
2020-12-21 15:21:39.155231
Poor
No
Daily
Condo
1,612
20,302
39
Female
4,701
Married
3
Bachelor's
Employed
43.518933
Rural
Premium
4
18
null
9
2019-12-05 15:21:39.226954
Poor
No
Monthly
Apartment
1,504
20,303
34
Male
1,808
Divorced
2
Bachelor's
Unemployed
42.052918
Rural
Basic
0
11
389
9
2022-08-12 15:21:39.210805
Good
Yes
Daily
Condo
1,347
20,304
61
Female
31,008
Single
4
High School
Self-Employed
21.936891
Suburban
Basic
null
7
558
5
2020-02-02 15:21:39.134960
Good
Yes
Monthly
House
1,167
20,305
52
Male
null
Single
1
High School
null
41.45791
Rural
Basic
null
10
415
2
2020-08-05 15:21:39.155231
Poor
Yes
Weekly
House
708
20,306
21
Male
36,757
Married
0
Master's
Unemployed
33.291606
Suburban
Premium
0
19
535
5
2020-07-25 15:21:39.167099
Poor
Yes
Rarely
House
2,561
20,307
58
Female
624
Married
1
Bachelor's
null
20.96624
Urban
Basic
null
2
352
9
2020-01-18 15:21:39.087123
Average
Yes
Monthly
Condo
1,863
20,308
45
Female
68,000
Divorced
1
PhD
null
18.071087
Urban
Basic
4
0
489
9
2020-09-01 15:21:39.220389
null
Yes
Rarely
Apartment
772
20,309
21
Female
18,082
Married
4
Master's
Employed
13.082203
Urban
Basic
0
5
824
3
2023-04-27 15:21:39.155231
Average
Yes
Daily
Apartment
618
20,310
30
Female
null
Married
3
Master's
Employed
13.624771
Suburban
Basic
3
4
669
8
2023-05-01 15:21:39.181605
Poor
No
Daily
Apartment
2,735
20,311
41
Female
35,759
Single
3
Master's
Employed
25.693486
Suburban
Premium
0
17
779
4
2020-09-16 15:21:39.155231
Poor
Yes
Weekly
House
740
20,312
33
Male
3,907
Divorced
3
Master's
null
46.981593
Urban
Basic
1
10
464
6
2022-08-19 15:21:39.144722
Poor
No
Daily
Apartment
2,821
20,313
54
Male
71,867
Divorced
0
PhD
Self-Employed
51.49318
Urban
Basic
0
1
637
9
2023-01-17 15:21:39.154008
Good
No
Rarely
House
1,310
20,314
35
Female
22,400
Married
3
Master's
null
39.286948
Suburban
Comprehensive
null
18
611
5
2020-06-02 15:21:39.222387
Good
Yes
Monthly
House
687
20,315
45
Male
51,432
Married
4
Master's
Self-Employed
47.934209
Urban
Premium
null
10
624
4
2020-03-15 15:21:39.134960
Average
Yes
Monthly
Condo
49
20,316
49
Female
7,983
Single
2
Bachelor's
Employed
15.017956
Urban
Basic
null
9
757
6
2022-02-15 15:21:39.237118
null
No
Daily
Apartment
3,279
20,317
40
Female
1,085
null
null
High School
Employed
23.828496
Suburban
Basic
0
7
820
8
2020-07-04 15:21:39.253660
Good
Yes
Rarely
House
2,347
20,318
41
Male
67,916
Married
0
High School
Unemployed
46.557983
Urban
Basic
null
2
360
4
2021-01-18 15:21:39.266452
Average
Yes
Rarely
Condo
1,178
20,319
39
Male
null
Single
1
Master's
Employed
12.98658
Urban
Comprehensive
0
2
null
3
2019-11-22 15:21:39.289099
Good
Yes
Rarely
Condo
411
20,320
54
Female
85,567
null
0
Bachelor's
Employed
4.286469
Suburban
Premium
null
17
742
2
2023-06-02 15:21:39.185215
Poor
No
Daily
Apartment
2,822
20,321
19
Female
44,045
Married
0
Master's
Unemployed
22.168909
Suburban
Premium
2
11
710
1
2024-05-25 15:21:39.285112
Poor
Yes
Monthly
Condo
586
20,322
51
Male
39,365
Divorced
1
High School
Employed
13.651623
Suburban
Basic
null
18
653
7
2020-03-14 15:21:39.224915
Good
Yes
Weekly
House
553
20,323
29
Female
5,496
Divorced
0
High School
Employed
8.87936
Suburban
Premium
0
6
751
8
2020-08-01 15:21:39.134960
Average
Yes
Rarely
Condo
1,035
20,324
24
Male
70,951
Single
1
Master's
Unemployed
25.085942
Urban
Basic
2
9
415
8
2024-02-24 15:21:39.272456
Good
No
Daily
Condo
876
20,325
49
Male
30,466
Divorced
2
PhD
Unemployed
30.248439
Suburban
Premium
null
0
552
9
2023-10-18 15:21:39.155231
Poor
No
Rarely
Condo
39
20,326
51
Male
16,072
Single
3
PhD
Unemployed
36.849371
Suburban
Basic
1
2
683
5
2020-10-20 15:21:39.087123
Average
No
Daily
Condo
1,554
20,327
54
Male
40,742
Divorced
null
Master's
null
14.132398
Suburban
Basic
0
2
677
2
2021-10-04 15:21:39.104139
null
Yes
Rarely
House
935
20,328
60
Male
9,981
Single
1
PhD
null
null
Suburban
Comprehensive
1
0
837
9
2020-06-17 15:21:39.261856
Average
No
Rarely
House
1,718
20,329
31
Male
39,040
Married
3
High School
Unemployed
34.403822
Suburban
Comprehensive
3
11
634
3
2019-08-30 15:21:39.148733
Poor
No
Weekly
House
1,444
20,330
32
Female
29,497
Divorced
0
Bachelor's
null
28.897492
Urban
Comprehensive
null
17
804
5
2020-10-21 15:21:39.188220
Average
No
Daily
Condo
1,421
20,331
53
Male
45,149
Single
4
Master's
null
28.287739
Urban
Comprehensive
1
16
742
6
2020-12-11 15:21:39.126661
Good
No
Daily
House
839
20,332
39
Male
3,998
Married
4
Master's
Self-Employed
null
Suburban
Premium
1
18
653
3
2023-08-22 15:21:39.092127
Poor
No
Daily
Apartment
1,579
20,333
19
Female
28,574
Divorced
3
High School
Employed
50.177908
Urban
Basic
null
11
733
3
2022-09-17 15:21:39.173834
Good
Yes
Monthly
House
979
20,334
33
Female
37,605
Married
1
High School
Self-Employed
7.889431
Suburban
Basic
1
14
818
4
2020-09-17 15:21:39.255696
Poor
Yes
Monthly
Condo
2,919
20,335
57
Female
29,949
Single
2
High School
Unemployed
8.906006
Suburban
Premium
0
7
367
4
2024-08-13 15:21:39.246098
Poor
Yes
Rarely
Apartment
960
20,336
56
Female
17,091
Divorced
2
Master's
null
22.06445
Suburban
Basic
1
8
781
9
2023-04-29 15:21:39.147735
Good
Yes
Monthly
Condo
1,065
20,337
54
Male
34,013
Married
0
High School
Employed
23.828174
Rural
Basic
1
6
744
3
2020-03-17 15:21:39.119168
Good
Yes
Daily
Condo
587
20,338
37
Male
30,210
Divorced
4
Master's
Self-Employed
45.186442
Suburban
Comprehensive
2
17
345
5
2022-12-03 15:21:39.192212
Average
Yes
Monthly
Condo
898
20,339
47
Male
46,495
Single
3
PhD
Self-Employed
8.054941
Suburban
Comprehensive
2
11
723
4
2022-09-28 15:21:39.145732
null
No
Rarely
Condo
1,057
20,340
42
Male
55,676
Married
1
High School
Self-Employed
51.554549
Suburban
Basic
0
12
603
7
2020-08-20 15:21:39.271453
Average
No
Weekly
Condo
1,839
20,341
50
Female
81,225
Married
0
High School
Employed
24.527606
Rural
Comprehensive
null
15
null
4
2023-09-07 15:21:39.231531
Poor
No
Daily
House
324
20,342
56
Male
20,587
Married
2
PhD
null
39.016668
Urban
Premium
2
9
811
1
2022-05-21 15:21:39.134960
Average
No
Monthly
House
631
20,343
25
Male
9,961
Divorced
4
Bachelor's
null
24.738261
Urban
Premium
null
11
633
1
2024-01-12 15:21:39.155231
Good
No
Monthly
House
728
20,344
46
Female
44,393
Married
2
High School
Self-Employed
39.51006
Urban
Comprehensive
2
3
636
2
2021-09-23 15:21:39.085129
Poor
No
Monthly
House
954
20,345
26
Male
7,053
Married
0
Bachelor's
Self-Employed
11.335859
Rural
Basic
null
12
474
7
2023-11-20 15:21:39.134960
Good
Yes
Rarely
Condo
781
20,346
31
Male
15,889
Single
3
Bachelor's
Employed
32.829429
Urban
Premium
null
2
460
1
2020-06-02 15:21:39.235012
Poor
No
Monthly
Apartment
428
20,347
37
Male
31,393
Married
3
PhD
Unemployed
25.62471
Suburban
Premium
null
10
761
8
2024-04-28 15:21:39.252145
Good
Yes
Daily
House
223
20,348
43
Female
61,476
Divorced
4
PhD
Employed
25.98816
Suburban
Comprehensive
1
19
445
3
2020-02-17 15:21:39.283783
Poor
Yes
Monthly
Condo
746
20,349
50
Male
130,959
Divorced
4
High School
null
23.93517
Rural
Basic
2
13
737
3
2019-10-23 15:21:39.194829
Good
No
Rarely
Condo
2,847
20,350
39
Male
105
Single
3
High School
Employed
26.717675
Urban
Comprehensive
1
8
637
9
2020-05-14 15:21:39.274993
Average
Yes
Rarely
Apartment
1,083
20,351
49
Female
758
Single
3
High School
null
46.974608
Suburban
Premium
1
2
490
2
2020-09-24 15:21:39.102694
Poor
Yes
Monthly
Apartment
442
20,352
45
Male
8,098
Married
1
High School
Unemployed
20.96634
Rural
Comprehensive
null
12
653
8
2023-08-27 15:21:39.177724
Good
Yes
Weekly
Apartment
799
20,353
null
Female
134,737
Single
1
PhD
null
42.17684
Urban
Basic
null
6
308
7
2024-06-01 15:21:39.131192
Good
Yes
Weekly
House
479
20,354
42
Female
64,028
Married
0
Master's
Employed
9.79552
Urban
Comprehensive
2
4
null
4
2021-03-17 15:21:39.236064
Average
No
Monthly
House
230
20,355
62
Female
4,094
Married
4
PhD
Employed
null
Rural
Basic
2
2
778
1
2022-05-22 15:21:39.246098
Average
No
Rarely
House
986
20,356
33
Female
61,446
Married
0
Bachelor's
Employed
31.677043
Urban
Basic
null
3
316
4
2021-07-16 15:21:39.273973
Average
No
Rarely
Apartment
626
20,357
43
Female
11,984
Single
0
Bachelor's
Self-Employed
32.16432
Urban
Comprehensive
0
18
612
4
2020-05-11 15:21:39.152732
Average
No
Daily
House
2,230
20,358
46
Male
5,025
Divorced
1
Master's
Self-Employed
23.879734
Suburban
Basic
1
14
491
6
2023-01-20 15:21:39.155231
Good
Yes
Monthly
Apartment
2,645
20,359
59
Male
1,215
Divorced
1
PhD
Employed
51.898222
Rural
Comprehensive
null
11
661
4
2024-07-02 15:21:39.243823
Poor
Yes
Weekly
Apartment
1,129
20,360
34
Male
87,729
Single
4
PhD
Self-Employed
14.457038
Urban
Comprehensive
0
6
302
6
2020-06-22 15:21:39.237118
Poor
Yes
Weekly
Condo
345
20,361
49
Male
5,091
Married
2
PhD
Self-Employed
6.813332
Suburban
Basic
null
6
465
8
2023-04-16 15:21:39.237118
Poor
No
Daily
House
1,233
20,362
44
Female
18,114
Divorced
3
Master's
Unemployed
28.917992
Rural
Comprehensive
1
1
616
2
2021-02-08 15:21:39.092127
Average
No
Weekly
Condo
877
20,363
34
Female
13,244
Married
2
High School
Unemployed
22.788644
Suburban
Basic
2
13
480
4
2023-03-28 15:21:39.283783
null
No
Daily
Condo
1,230
20,364
64
Female
4,242
Divorced
2
High School
Employed
12.617811
Urban
Comprehensive
2
16
598
8
2022-01-15 15:21:39.149731
Poor
Yes
Rarely
Condo
832
20,365
62
Male
18,405
Divorced
2
Bachelor's
null
null
Suburban
Premium
0
9
null
9
2021-05-22 15:21:39.263607
Poor
No
Daily
Apartment
803
20,366
58
Male
1,344
Married
0
Master's
Self-Employed
12.927543
Rural
Premium
4
3
508
9
2022-11-15 15:21:39.171102
Good
Yes
Weekly
Apartment
22
20,367
40
Female
35,706
null
null
PhD
null
24.550075
Rural
Premium
null
2
null
7
2021-02-15 15:21:39.187211
Average
Yes
Rarely
Apartment
1,447
20,368
64
Female
15,906
Single
0
High School
Unemployed
13.95841
Rural
Premium
0
14
612
3
2022-09-18 15:21:39.143708
Good
No
Monthly
Condo
349
20,369
18
Male
61,667
Single
0
High School
null
29.959501
Suburban
Comprehensive
null
14
653
2
2020-06-03 15:21:39.134960
Average
Yes
Rarely
Apartment
329
20,370
45
Male
18,071
Single
3
Master's
Unemployed
15.328838
Suburban
Comprehensive
2
16
532
2
2022-12-10 15:21:39.123711
Average
Yes
Monthly
House
853
20,371
52
Male
81,459
Divorced
0
High School
Unemployed
22.778513
Urban
Premium
2
0
414
5
2023-08-16 15:21:39.090124
Poor
Yes
Daily
Apartment
647
20,372
18
Female
3,849
Single
2
Master's
Employed
52.478635
Rural
Basic
3
8
668
8
2024-02-26 15:21:39.191219
Average
No
Daily
House
728
20,373
20
Male
3,174
Married
0
Bachelor's
Employed
18.79302
Urban
Premium
2
16
582
8
2022-06-17 15:21:39.145732
Average
Yes
Monthly
Apartment
1,304
20,374
25
Male
19,527
Divorced
4
High School
Employed
44.927647
Urban
Premium
null
4
663
7
2024-02-23 15:21:39.123711
Poor
Yes
Rarely
House
1,447
20,375
59
Male
2,448
Single
0
High School
Unemployed
34.165043
Rural
Premium
null
10
694
2
2023-12-02 15:21:39.257696
Average
No
Weekly
Apartment
2,096
20,376
37
Male
46,625
Married
1
Master's
Self-Employed
27.876252
Urban
Basic
2
5
393
3
2021-08-15 15:21:39.285112
Average
Yes
Monthly
Condo
1,105
20,377
46
Male
44,645
Single
1
Master's
Self-Employed
46.184908
Urban
Basic
1
2
470
1
2023-02-06 15:21:39.193945
Average
No
Monthly
Apartment
2,077
20,378
44
Female
6,937
Divorced
2
PhD
Self-Employed
29.893387
Urban
Premium
null
15
710
9
2022-09-23 15:21:39.237118
Average
No
Daily
Apartment
717
20,379
38
Female
1,808
Divorced
1
High School
null
19.504057
Urban
Comprehensive
1
10
447
3
2022-07-01 15:21:39.199447
Good
No
Rarely
Condo
647
20,380
46
Male
1,212
Married
0
Bachelor's
Unemployed
11.055717
Urban
Basic
1
2
607
2
2020-03-18 15:21:39.087123
Good
No
Weekly
House
4,408
20,381
61
Male
25,602
Single
2
Master's
Employed
26.936227
Rural
Comprehensive
1
6
743
7
2021-09-25 15:21:39.155231
Poor
No
Daily
Condo
705
20,382
34
Male
55,913
Divorced
2
High School
Unemployed
17.829271
Rural
Basic
1
9
335
3
2020-03-09 15:21:39.155231
Average
Yes
Monthly
Apartment
3,978
20,383
36
Female
8,791
Divorced
0
PhD
Self-Employed
8.667905
Urban
Comprehensive
null
3
668
9
2021-10-13 15:21:39.095696
Average
Yes
Weekly
Apartment
588
20,384
44
Female
1,094
Married
0
High School
Unemployed
30.883856
Rural
Premium
4
17
549
7
2021-11-28 15:21:39.244069
Good
Yes
Weekly
Condo
719
20,385
45
Male
20,389
Married
1
Master's
Employed
6.693422
Urban
Basic
1
13
394
5
2021-04-11 15:21:39.175719
Average
No
Monthly
Apartment
1,610
20,386
31
Male
82,362
Divorced
3
Bachelor's
Self-Employed
9.332519
Rural
Basic
0
6
541
7
2019-11-20 15:21:39.155231
Average
No
Daily
Condo
2,347
20,387
64
Female
3,928
Divorced
1
Bachelor's
Self-Employed
8.724673
Suburban
Basic
1
12
null
5
2024-03-27 15:21:39.180553
Good
No
Weekly
Condo
265
20,388
28
Male
null
Married
4
PhD
Self-Employed
30.356328
Rural
Comprehensive
0
7
398
7
2021-07-08 15:21:39.154008
Poor
No
Rarely
House
589
20,389
50
Male
11,746
Single
3
Bachelor's
Self-Employed
19.835944
Urban
Premium
null
15
561
1
2020-08-31 15:21:39.155231
Good
No
Rarely
Apartment
1,295
20,390
30
Female
27,331
Single
0
Master's
Employed
22.236443
Rural
Basic
0
18
738
2
2021-03-10 15:21:39.246098
Average
Yes
Rarely
Apartment
2,457
20,391
22
Female
14,991
Divorced
null
High School
null
43.947506
Urban
Premium
3
0
674
2
2021-05-19 15:21:39.278402
Poor
Yes
Rarely
House
2,217
20,392
49
Male
19,825
Divorced
1
Master's
Self-Employed
42.69752
Urban
Basic
0
5
null
9
2020-12-25 15:21:39.155231
Good
No
Daily
Condo
1,029
20,393
57
Male
136,938
Married
null
PhD
Employed
21.881952
Urban
Premium
5
4
376
5
2021-11-03 15:21:39.144722
null
No
Daily
Condo
2,940
20,394
49
Male
3,301
Single
null
High School
Self-Employed
23.098366
Suburban
Comprehensive
2
3
734
9
2020-11-18 15:21:39.097737
Average
Yes
Rarely
Condo
477
20,395
62
Male
null
Single
1
Master's
null
30.988119
Suburban
Comprehensive
2
0
743
5
2023-07-08 15:21:39.155231
Good
No
Daily
Condo
197
20,396
47
Female
53,745
Divorced
1
Bachelor's
Unemployed
29.868203
Urban
Premium
null
11
338
5
2022-01-17 15:21:39.261856
Poor
No
Monthly
Apartment
1,179
20,397
39
Male
1,555
Single
0
Bachelor's
Self-Employed
39.928296
Urban
Basic
1
4
476
8
2021-11-27 15:21:39.224915
Average
Yes
Weekly
Condo
1,800
20,398
23
Male
605
Single
null
PhD
null
null
Suburban
Premium
null
7
486
7
2020-04-02 15:21:39.155231
Average
Yes
Rarely
Condo
609
20,399
39
Male
10,149
Married
0
Master's
null
39.397865
Urban
Basic
null
2
443
8
2023-08-04 15:21:39.237118
Good
Yes
Monthly
House
1,233