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
21,300
43
Female
8,595
Single
2
High School
null
21.965193
Suburban
Basic
1
8
551
9
2020-01-17 15:21:39.093681
Average
No
Rarely
Condo
1,453
21,301
45
Female
6,077
Divorced
2
PhD
Employed
49.638404
Suburban
Basic
1
10
707
2
2019-09-01 15:21:39.222387
null
Yes
Weekly
Apartment
1,073
21,302
32
Male
null
Married
4
High School
null
15.642953
Rural
Comprehensive
3
19
399
3
2020-01-25 15:21:39.192212
Poor
No
Daily
House
3,230
21,303
18
Female
69,097
null
1
Bachelor's
Employed
null
Rural
Comprehensive
null
4
null
6
2021-07-02 15:21:39.155231
Average
Yes
Monthly
House
2,854
21,304
25
Female
41,008
Divorced
4
PhD
null
30.42692
Urban
Basic
0
12
637
2
2020-04-19 15:21:39.265513
Poor
Yes
Rarely
Apartment
1,556
21,305
41
Male
9,194
Married
3
PhD
null
17.54489
Rural
Premium
0
1
null
4
2024-04-07 15:21:39.199447
Good
Yes
Daily
Condo
1,213
21,306
29
Male
18,297
Single
1
Master's
Unemployed
34.752138
Urban
Basic
0
5
517
1
2022-10-22 15:21:39.088124
Good
No
Daily
Apartment
2,416
21,307
46
Female
2,953
Single
4
High School
Unemployed
19.766589
Urban
Basic
null
8
362
8
2023-03-03 15:21:39.118178
Good
Yes
Weekly
House
3,574
21,308
45
Male
71,916
Single
null
Master's
null
null
Rural
Premium
null
19
709
5
2022-10-29 15:21:39.225916
null
Yes
Rarely
Condo
582
21,309
58
Male
27,508
Married
3
PhD
null
19.514445
Urban
Basic
0
9
null
8
2019-08-29 15:21:39.261856
Poor
No
Daily
Apartment
3,232
21,310
61
Male
26,203
Married
0
High School
null
12.794369
Rural
Basic
0
2
null
1
2022-11-20 15:21:39.088124
Average
Yes
Rarely
Condo
961
21,311
50
Male
114,563
Divorced
1
Bachelor's
null
20.564824
Urban
Comprehensive
2
11
769
9
2023-01-11 15:21:39.181605
Good
Yes
Rarely
Condo
23
21,312
47
Female
44,348
Divorced
3
Master's
Unemployed
12.865194
Suburban
Comprehensive
null
12
686
2
2023-04-15 15:21:39.173834
Good
Yes
Rarely
Condo
209
21,313
38
Male
211
Single
0
Bachelor's
Unemployed
19.857117
Urban
Basic
1
3
823
9
2022-05-02 15:21:39.237118
Good
Yes
Rarely
Apartment
428
21,314
61
Female
43,923
Divorced
1
PhD
null
31.59196
Urban
Basic
null
0
null
2
2021-11-23 15:21:39.187211
Average
Yes
Monthly
Condo
930
21,315
34
Male
3,718
Married
3
Bachelor's
null
34.564986
Suburban
Basic
null
15
440
6
2021-03-31 15:21:39.209847
Average
No
Weekly
Apartment
1,513
21,316
38
Female
41,640
Married
4
Master's
Unemployed
20.150194
Urban
Comprehensive
null
14
778
7
2023-01-20 15:21:39.264504
Good
No
Daily
Apartment
352
21,317
null
Male
4,847
Divorced
0
High School
null
16.638383
Suburban
Basic
0
1
705
4
2021-02-01 15:21:39.134960
Average
Yes
Rarely
Condo
1,835
21,318
35
Female
64,269
Married
0
Master's
Employed
16.937483
Rural
Basic
1
18
765
8
2022-07-26 15:21:39.152732
Good
No
Daily
Apartment
329
21,319
29
Male
35,794
Divorced
4
PhD
Unemployed
44.27681
Suburban
Comprehensive
1
12
582
2
2023-01-21 15:21:39.244069
Poor
No
Daily
House
2,894
21,320
24
Male
1,430
Single
3
Master's
Employed
51.264948
Urban
Basic
null
8
553
5
2020-08-02 15:21:39.146733
Poor
Yes
Monthly
Condo
706
21,321
50
Male
64,606
Married
2
Master's
Self-Employed
20.163412
Rural
Comprehensive
2
6
543
7
2021-05-12 15:21:39.182597
Poor
Yes
Rarely
House
2,343
21,322
null
Male
381
Married
2
Bachelor's
null
49.939201
Rural
Comprehensive
null
1
479
2
2023-11-02 15:21:39.208842
Good
No
Monthly
Apartment
1,147
21,323
33
Male
21,742
Divorced
1
High School
Employed
19.122683
Urban
Comprehensive
0
13
591
2
2023-12-27 15:21:39.126661
Poor
Yes
Monthly
Apartment
1,271
21,324
23
Male
3,243
Divorced
4
PhD
null
22.598467
Suburban
Comprehensive
2
19
597
5
2023-04-27 15:21:39.272456
Poor
Yes
Daily
House
38
21,325
47
Male
5,769
Single
null
High School
null
35.25772
Rural
Comprehensive
0
13
585
2
2020-01-15 15:21:39.130190
Poor
Yes
Weekly
Apartment
801
21,326
41
Male
35,297
Married
4
Bachelor's
null
25.59076
Rural
Comprehensive
0
10
761
7
2022-06-04 15:21:39.228521
Good
No
Monthly
Apartment
582
21,327
58
Female
45,320
Single
4
Master's
Employed
28.846271
Rural
Comprehensive
null
5
744
8
2023-11-12 15:21:39.257696
Good
No
Weekly
Condo
1,135
21,328
57
Male
11,881
Single
1
PhD
null
16.148716
Urban
Basic
0
9
796
7
2022-01-04 15:21:39.237118
null
No
Daily
Apartment
36
21,329
47
Female
36,129
Divorced
null
Bachelor's
Self-Employed
40.296941
Rural
Basic
0
17
673
6
2023-11-06 15:21:39.168099
Good
Yes
Weekly
House
47
21,330
27
Male
29,453
Married
4
Bachelor's
null
34.965337
Suburban
Premium
null
1
693
4
2023-06-07 15:21:39.134960
Poor
No
Weekly
House
2,053
21,331
null
Female
739
Married
3
High School
Employed
24.18308
Suburban
Comprehensive
1
11
589
5
2021-04-02 15:21:39.134960
Poor
Yes
Monthly
House
3,414
21,332
48
Female
94,417
null
0
Master's
Employed
46.938334
Rural
Comprehensive
null
12
472
1
2024-04-08 15:21:39.248098
Average
Yes
Monthly
House
855
21,333
25
Male
16,343
Married
1
High School
Employed
null
Urban
Comprehensive
0
7
724
2
2023-02-23 15:21:39.289099
Poor
No
Rarely
Condo
1,358
21,334
27
Female
4,392
Married
2
Master's
Unemployed
28.152848
Suburban
Premium
2
6
325
1
2024-03-12 15:21:39.080440
Poor
No
Daily
Apartment
522
21,335
64
Male
2,495
Divorced
0
Master's
Employed
null
Urban
Basic
null
19
460
3
2020-12-28 15:21:39.201446
null
Yes
Weekly
Apartment
1,034
21,336
35
Male
656
Divorced
1
Bachelor's
null
18.912802
Suburban
Premium
null
5
433
2
2020-07-29 15:21:39.130190
Good
Yes
Monthly
Condo
469
21,337
38
Male
17,607
Divorced
4
Master's
Self-Employed
39.241407
Rural
Comprehensive
1
3
796
9
2024-08-04 15:21:39.226954
null
No
Rarely
Apartment
1,821
21,338
26
Female
16,888
Married
4
Bachelor's
Employed
48.257565
Suburban
Premium
3
18
693
3
2023-02-25 15:21:39.134960
Average
No
Weekly
Condo
1,053
21,339
53
Female
73,664
Single
0
Master's
Unemployed
null
Suburban
Comprehensive
2
11
468
8
2023-10-28 15:21:39.192212
Good
No
Daily
Condo
1,365
21,340
39
Female
41,110
Single
1
PhD
null
47.93983
Suburban
Basic
null
18
565
8
2021-03-02 15:21:39.221386
Good
Yes
Daily
House
966
21,341
21
Male
27,108
Single
null
PhD
Self-Employed
24.141122
Rural
Comprehensive
null
2
522
9
2019-08-20 15:21:39.098696
Good
Yes
Weekly
Apartment
2,892
21,342
31
Female
23,590
Divorced
4
PhD
Employed
22.664495
Urban
Premium
null
19
null
4
2023-11-28 15:21:39.182597
Poor
Yes
Monthly
Apartment
795
21,343
21
Male
12,097
Divorced
3
PhD
Self-Employed
12.753337
Suburban
Comprehensive
1
4
658
3
2024-08-06 15:21:39.183598
Poor
Yes
Weekly
Apartment
652
21,344
27
Male
6,796
Divorced
4
PhD
Self-Employed
31.517523
Suburban
Comprehensive
0
7
726
2
2021-11-08 15:21:39.290098
Good
No
Monthly
House
603
21,345
61
Male
25,672
Married
3
PhD
Self-Employed
20.755056
Rural
Premium
0
1
589
3
2024-05-30 15:21:39.184157
Good
No
Rarely
Condo
2,361
21,346
44
Male
12,086
Divorced
1
Bachelor's
null
18.912984
Rural
Comprehensive
1
16
728
2
2021-04-02 15:21:39.226954
Good
No
Rarely
House
1,466
21,347
62
Male
2,210
Single
0
Bachelor's
null
29.948666
Rural
Basic
null
13
335
4
2022-08-21 15:21:39.173834
Good
No
Rarely
House
1,393
21,348
36
Male
23,989
Single
4
PhD
Self-Employed
31.887825
Rural
Premium
0
5
651
7
2022-07-04 15:21:39.155231
Poor
Yes
Daily
Condo
1,127
21,349
48
Male
84,773
Divorced
null
Master's
Employed
null
Urban
Basic
0
0
478
9
2020-12-20 15:21:39.218388
Good
No
Weekly
Condo
2,177
21,350
60
Female
64,888
Single
0
Bachelor's
Self-Employed
51.957756
Urban
Basic
0
11
742
2
2021-04-28 15:21:39.155231
Poor
No
Rarely
Condo
538
21,351
29
Male
16,290
Divorced
4
High School
Employed
7.828753
Rural
Premium
null
15
null
7
2021-02-04 15:21:39.237118
Average
No
Daily
House
1,444
21,352
32
Male
39,803
Married
null
Master's
Self-Employed
47.927254
Urban
Premium
null
14
551
9
2019-12-07 15:21:39.151732
Poor
Yes
Daily
Condo
25
21,353
48
Female
16,775
Divorced
2
PhD
null
16.209313
Suburban
Basic
0
7
826
8
2022-04-23 15:21:39.099739
Good
Yes
Rarely
Apartment
823
21,354
19
Male
25,211
Married
0
High School
Employed
6.79105
Urban
Comprehensive
null
18
null
8
2021-05-03 15:21:39.134960
Good
No
Daily
Condo
708
21,355
36
Female
2,914
Married
2
PhD
Unemployed
50.079537
Urban
Premium
2
12
662
8
2022-11-27 15:21:39.134960
Poor
Yes
Rarely
House
4,053
21,356
35
Female
5,949
Divorced
1
Bachelor's
null
25.907812
Rural
Comprehensive
1
16
718
8
2022-12-27 15:21:39.134960
Poor
Yes
Daily
Condo
939
21,357
22
Male
1,438
Divorced
null
Bachelor's
Unemployed
34.822953
Suburban
Basic
null
13
782
3
2024-03-20 15:21:39.094752
Poor
No
Daily
Condo
2,120
21,358
26
Female
112,996
Single
0
Bachelor's
Unemployed
23.776972
Urban
Basic
0
19
494
9
2021-05-04 15:21:39.202448
null
Yes
Daily
Condo
1,968
21,359
46
Male
24,039
Divorced
0
Master's
Employed
46.746988
Rural
Basic
null
12
672
8
2023-12-03 15:21:39.177724
Poor
Yes
Daily
House
870
21,360
62
Female
90,172
Divorced
3
High School
null
32.595598
Urban
Premium
1
16
434
8
2023-03-24 15:21:39.253660
Good
No
Daily
Condo
1,415
21,361
46
Male
5,900
Single
0
PhD
Self-Employed
25.588938
Rural
Premium
0
11
644
5
2020-02-01 15:21:39.155231
null
No
Weekly
House
1,764
21,362
54
Female
127,064
Married
3
Bachelor's
Self-Employed
15.067708
Urban
Basic
null
18
null
9
2021-02-01 15:21:39.092127
Poor
Yes
Monthly
Apartment
215
21,363
60
Female
57,584
Married
null
Master's
Unemployed
34.664473
Rural
Comprehensive
null
0
794
4
2022-08-15 15:21:39.282785
Poor
Yes
Rarely
Apartment
45
21,364
38
Female
4,777
Single
2
PhD
Unemployed
14.793974
Rural
Comprehensive
0
3
566
1
2022-06-18 15:21:39.085129
null
No
Daily
Apartment
616
21,365
35
Female
29,364
Married
0
PhD
null
23.16785
Urban
Basic
1
7
null
6
2021-06-19 15:21:39.133866
Poor
No
Monthly
Condo
484
21,366
19
Female
68,730
Single
3
Bachelor's
Unemployed
41.356855
Suburban
Basic
null
18
441
1
2020-11-19 15:21:39.193945
Good
Yes
Monthly
House
740
21,367
60
Female
113,670
Single
null
Master's
Unemployed
24.990792
Urban
Premium
0
12
361
4
2024-06-26 15:21:39.144722
Good
No
Monthly
Condo
1,797
21,368
52
Female
12,071
Single
1
PhD
Unemployed
37.951221
Suburban
Premium
3
8
463
9
2022-09-01 15:21:39.231531
Average
Yes
Daily
Condo
539
21,369
32
Female
30,564
Single
2
Master's
Employed
15.513939
Rural
Basic
2
11
305
4
2019-09-26 15:21:39.219432
Average
No
Weekly
Condo
1,519
21,370
34
Female
6,314
Divorced
2
Master's
null
17.238981
Rural
Basic
1
8
410
1
2024-02-03 15:21:39.289099
Average
No
Rarely
Apartment
941
21,371
53
Female
133,463
Divorced
0
Master's
null
26.078635
Suburban
Comprehensive
1
7
752
9
2019-11-05 15:21:39.251142
Poor
No
Rarely
Condo
425
21,372
32
Male
9,405
Single
4
Master's
Unemployed
4.867306
Rural
Premium
1
8
644
3
2021-02-19 15:21:39.246098
Poor
No
Rarely
Condo
1,209
21,373
51
Female
52,368
Divorced
4
PhD
Employed
15.904679
Rural
Basic
null
10
391
7
2022-09-22 15:21:39.182597
Good
No
Monthly
Condo
4,037
21,374
23
Male
43,914
Single
4
Bachelor's
Unemployed
47.686761
Suburban
Basic
null
17
590
3
2021-06-29 15:21:39.114118
Poor
Yes
Monthly
Apartment
790
21,375
30
Male
61,359
Divorced
0
High School
Employed
52.798074
Rural
Comprehensive
null
17
761
6
2020-03-13 15:21:39.134960
Average
Yes
Rarely
Apartment
397
21,376
57
Male
15,126
Married
2
Master's
null
15.842163
Urban
Premium
2
7
762
1
2022-02-05 15:21:39.201446
Good
No
Monthly
Apartment
845
21,377
61
Female
898
Divorced
2
Master's
null
51.749012
Rural
Basic
0
11
518
9
2023-06-29 15:21:39.134960
Good
No
Weekly
Condo
1,186
21,378
50
Male
35,359
Single
4
PhD
null
10.598918
Suburban
Basic
1
15
604
1
2020-04-23 15:21:39.134960
Average
No
Rarely
House
515
21,379
36
Male
75,886
Single
4
PhD
Employed
48.689933
Suburban
Comprehensive
0
15
301
5
2020-08-06 15:21:39.090124
Poor
Yes
Daily
House
3,274
21,380
21
Male
868
Divorced
1
High School
Self-Employed
10.835784
Rural
Basic
2
0
803
5
2023-06-23 15:21:39.211806
Good
No
Rarely
Apartment
1,346
21,381
42
Female
112,783
Married
3
High School
null
6.048423
Rural
Basic
0
6
682
6
2022-10-04 15:21:39.207847
Average
Yes
Daily
House
381
21,382
61
Female
23,983
Divorced
2
High School
Unemployed
44.51255
Rural
Comprehensive
null
6
626
2
2022-02-23 15:21:39.155231
Average
No
Weekly
Apartment
1,419
21,383
49
Male
23,783
Single
3
Bachelor's
Self-Employed
6.268924
Urban
Basic
2
8
796
4
2019-10-20 15:21:39.082499
Average
Yes
Rarely
House
1,423
21,384
51
Male
107,782
Single
null
High School
null
13.086971
Rural
Comprehensive
2
7
590
6
2024-03-24 15:21:39.145732
null
Yes
Rarely
House
604
21,385
44
Male
18,054
Divorced
2
High School
null
44.84565
Suburban
Basic
2
10
462
5
2024-01-27 15:21:39.237118
Average
Yes
Daily
Condo
27
21,386
33
Male
23,470
Married
4
Master's
Unemployed
48.58576
Rural
Basic
0
6
596
4
2023-07-18 15:21:39.168099
Good
No
Weekly
Apartment
453
21,387
64
Female
61,467
Divorced
1
Master's
null
38.261604
Rural
Comprehensive
null
4
324
1
2023-02-20 15:21:39.204790
Average
Yes
Daily
Condo
1,010
21,388
39
Male
33,552
Divorced
0
Master's
Unemployed
24.292881
Rural
Basic
1
8
335
6
2022-12-14 15:21:39.085129
Average
No
Daily
Apartment
1,189
21,389
53
Male
9,137
Divorced
4
Bachelor's
null
17.020419
Urban
Basic
0
17
551
5
2024-02-11 15:21:39.289099
Average
Yes
Daily
House
111
21,390
31
Female
11,973
Married
3
PhD
Unemployed
49.753273
Suburban
Basic
1
13
660
3
2019-11-29 15:21:39.128286
Good
Yes
Daily
Apartment
983
21,391
64
Male
2,924
Divorced
null
Master's
null
16.788732
Rural
Comprehensive
null
7
352
7
2020-06-23 15:21:39.226954
Average
No
Weekly
House
2,837
21,392
57
Male
46,902
Divorced
2
PhD
Employed
null
Rural
Premium
1
19
587
1
2023-11-20 15:21:39.278402
Good
No
Rarely
Condo
2,343
21,393
25
Male
29,488
Divorced
1
PhD
null
39.937605
Suburban
Basic
1
1
443
9
2023-12-26 15:21:39.181605
Average
Yes
Weekly
Apartment
481
21,394
27
Male
8,093
Married
null
Bachelor's
Self-Employed
47.922187
Suburban
Comprehensive
2
7
634
6
2019-11-16 15:21:39.280784
Average
No
Daily
Apartment
832
21,395
46
Male
20,687
Single
1
PhD
Unemployed
45.84851
Rural
Comprehensive
0
6
803
9
2023-08-25 15:21:39.170099
Good
No
Daily
House
539
21,396
28
Male
53,828
Divorced
1
High School
Employed
21.503682
Urban
Premium
1
14
331
5
2024-04-05 15:21:39.155231
Average
No
Monthly
Condo
1,177
21,397
46
Male
16,063
Divorced
1
Master's
Self-Employed
25.965122
Rural
Premium
null
15
672
7
2022-07-25 15:21:39.184157
null
Yes
Rarely
Condo
642
21,398
28
Male
3,861
Single
4
PhD
null
18.5818
Rural
Basic
1
9
589
9
2020-04-24 15:21:39.155231
Average
Yes
Rarely
Apartment
2,617
21,399
44
Male
null
Married
0
PhD
Self-Employed
10.122594
Rural
Comprehensive
3
10
442
5
2022-04-18 15:21:39.247098
Good
No
Daily
Condo
643