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
51,300
30
Male
38,480
Single
4
Bachelor's
null
14.723212
Rural
Comprehensive
null
15
578
9
2020-03-04 15:21:39.283783
Poor
Yes
Weekly
Apartment
612
51,301
32
Male
20,986
Married
4
High School
Self-Employed
3.816058
Suburban
Basic
0
8
652
6
2022-06-04 15:21:39.248098
Good
No
Rarely
Condo
482
51,302
49
Male
17,098
Married
1
High School
null
10.867076
Rural
Basic
null
5
729
4
2022-04-25 15:21:39.096739
Poor
Yes
Monthly
Apartment
685
51,303
48
Female
101,948
Single
null
Master's
Unemployed
31.849097
Rural
Premium
1
14
338
5
2022-04-22 15:21:39.185215
Poor
Yes
Weekly
Condo
1,543
51,304
43
Female
647
Divorced
0
Master's
Unemployed
18.242945
Urban
Premium
2
12
682
6
2021-01-18 15:21:39.271453
Average
No
Weekly
Condo
607
51,305
19
Male
26,762
Divorced
null
High School
null
23.888841
Urban
Basic
1
18
null
1
2024-02-20 15:21:39.186212
null
No
Monthly
House
2,796
51,306
39
Female
7,894
Single
0
Master's
Self-Employed
11.91461
Suburban
Comprehensive
1
13
731
3
2021-12-05 15:21:39.144722
Average
No
Daily
House
1,409
51,307
43
Male
18,313
Divorced
3
High School
Unemployed
20.181899
Rural
Premium
0
2
704
8
2019-10-29 15:21:39.166062
Poor
Yes
Weekly
Apartment
2,313
51,308
23
Male
9,328
Married
0
Bachelor's
Self-Employed
17.95149
Suburban
Premium
0
2
480
3
2022-11-11 15:21:39.260856
null
No
Monthly
Apartment
1,509
51,309
37
Male
35,796
Single
2
PhD
null
12.794778
Suburban
Premium
0
16
579
5
2022-08-20 15:21:39.249100
Average
No
Monthly
House
852
51,310
34
Male
43,743
Single
2
PhD
null
41.754655
Urban
Premium
null
0
718
9
2021-12-05 15:21:39.246098
Average
No
Weekly
Condo
528
51,311
62
Female
37,902
Married
3
PhD
null
42.998943
Suburban
Basic
0
8
689
5
2024-06-08 15:21:39.134960
Good
No
Monthly
House
582
51,312
64
Male
91,510
Married
3
High School
Self-Employed
null
Rural
Premium
3
19
438
5
2022-04-16 15:21:39.237118
Average
Yes
Rarely
House
588
51,313
26
Female
13,682
Divorced
1
High School
null
13.96466
Rural
Comprehensive
0
9
522
7
2021-10-08 15:21:39.121169
Poor
Yes
Monthly
Condo
478
51,314
18
Female
23,105
Single
2
Master's
Unemployed
11.648324
Rural
Basic
null
2
694
8
2022-10-03 15:21:39.149731
Good
No
Rarely
House
724
51,315
29
Female
17,663
Divorced
4
PhD
Unemployed
38.71161
Rural
Premium
null
5
704
4
2021-11-29 15:21:39.134960
Average
No
Rarely
House
2,448
51,316
44
Female
null
Single
2
PhD
Employed
9.766194
Rural
Comprehensive
2
17
662
3
2020-09-29 15:21:39.134960
Poor
No
Rarely
Condo
210
51,317
55
Female
25,661
Married
null
Master's
null
7.39804
Suburban
Basic
2
9
485
6
2023-03-19 15:21:39.194829
Poor
Yes
Daily
House
887
51,318
59
Male
3,859
Divorced
2
Bachelor's
null
21.420069
Suburban
Premium
3
15
832
7
2023-08-03 15:21:39.151732
null
No
Monthly
House
3,842
51,319
47
Male
63,092
Married
3
PhD
Employed
6.792025
Suburban
Premium
null
11
409
9
2020-02-23 15:21:39.244069
Poor
Yes
Daily
Apartment
28
51,320
52
Male
10,176
Single
1
Master's
null
21.774246
Urban
Comprehensive
0
18
793
5
2022-11-27 15:21:39.134960
Poor
Yes
Rarely
Condo
466
51,321
56
Female
18,078
Single
1
PhD
Unemployed
25.308314
Urban
Comprehensive
1
19
536
9
2023-07-13 15:21:39.226954
Good
Yes
Rarely
Apartment
725
51,322
24
Male
4,566
Single
0
Bachelor's
Self-Employed
null
Suburban
Comprehensive
null
8
710
5
2022-11-23 15:21:39.155231
Good
No
Weekly
Condo
112
51,323
57
Female
11,761
Married
2
Master's
null
19.120699
Rural
Premium
null
1
null
4
2019-09-01 15:21:39.155231
Good
No
Monthly
Condo
486
51,324
58
Male
44,210
Single
1
Bachelor's
Unemployed
null
Urban
Basic
null
1
829
9
2020-04-03 15:21:39.188220
Good
No
Daily
Apartment
594
51,325
33
Male
1,348
Divorced
2
High School
null
19.886956
Rural
Premium
3
2
null
8
2020-05-09 15:21:39.116179
Average
No
Monthly
Apartment
704
51,326
null
Male
15,883
Divorced
2
PhD
null
12.556739
Suburban
Basic
0
6
null
6
2022-09-06 15:21:39.155231
Average
No
Rarely
House
944
51,327
63
Male
21,028
Divorced
4
Bachelor's
Employed
37.006678
Rural
Premium
1
18
683
8
2023-11-10 15:21:39.148733
Average
No
Weekly
Apartment
622
51,328
39
Female
16,051
Single
1
Bachelor's
Employed
25.823894
Suburban
Basic
2
11
577
2
2022-01-18 15:21:39.282785
Average
No
Monthly
Condo
2,727
51,329
39
Male
28,418
Married
1
Bachelor's
null
29.688612
Suburban
Basic
0
17
null
4
2021-02-17 15:21:39.223901
Poor
No
Daily
Condo
562
51,330
45
Male
16,649
Single
4
High School
Self-Employed
41.325924
Suburban
Premium
2
11
506
6
2020-02-19 15:21:39.134960
Average
No
Daily
Condo
23
51,331
36
Male
459
Divorced
null
High School
null
34.097856
Suburban
Basic
2
5
451
3
2020-08-31 15:21:39.181605
Poor
No
Rarely
House
2,447
51,332
56
Male
5,894
Single
2
PhD
null
11.907224
Rural
Comprehensive
0
5
619
4
2021-07-26 15:21:39.085129
Poor
No
Rarely
Apartment
1,044
51,333
62
Male
8,193
Single
2
Master's
Employed
47.255064
Urban
Basic
0
19
633
5
2021-04-27 15:21:39.152732
Good
No
Rarely
Condo
1,180
51,334
35
Male
17,076
Divorced
2
Master's
Self-Employed
25.826891
Rural
Basic
0
16
492
2
2021-09-02 15:21:39.237118
Poor
No
Weekly
House
2,458
51,335
39
Female
2,310
Single
null
PhD
Employed
31.697725
Rural
Comprehensive
2
3
434
6
2022-11-22 15:21:39.079128
Good
Yes
Monthly
House
975
51,336
35
Male
null
Divorced
1
PhD
null
13.770979
Urban
Comprehensive
0
0
382
5
2021-08-11 15:21:39.134960
Poor
No
Monthly
Apartment
1,628
51,337
21
Female
31,943
Married
1
Master's
Unemployed
17.756863
Urban
Basic
2
18
602
5
2022-04-13 15:21:39.281787
Average
No
Weekly
Condo
192
51,338
55
Male
23,799
Married
1
High School
Unemployed
38.366308
Suburban
Basic
1
2
636
4
2022-03-13 15:21:39.081504
Poor
No
Daily
Apartment
543
51,339
47
Female
37,482
Divorced
4
Bachelor's
Unemployed
15.936995
Urban
Basic
1
2
null
3
2022-11-18 15:21:39.155231
Average
No
Monthly
Apartment
573
51,340
24
Female
51,961
Divorced
4
Master's
Unemployed
33.764948
Urban
Premium
1
0
394
3
2020-03-05 15:21:39.226954
Good
No
Monthly
Apartment
1,189
51,341
46
Male
20,705
Divorced
4
Bachelor's
Unemployed
42.844499
Rural
Basic
2
6
799
9
2021-07-04 15:21:39.202448
Average
No
Weekly
Condo
1,078
51,342
45
Male
35,454
Divorced
3
PhD
null
null
Rural
Comprehensive
null
14
706
4
2023-05-21 15:21:39.225916
null
Yes
Monthly
Apartment
1,426
51,343
51
Male
82,959
Single
0
High School
Unemployed
22.137435
Suburban
Premium
0
10
438
8
2020-05-11 15:21:39.097737
Poor
No
Monthly
Apartment
2,134
51,344
55
Male
576
Single
0
Master's
null
null
Suburban
Basic
null
8
749
6
2022-11-30 15:21:39.246098
Poor
No
Weekly
Condo
1,162
51,345
44
Female
25,563
Single
3
PhD
Employed
21.281423
Rural
Comprehensive
0
3
574
4
2019-09-11 15:21:39.224915
Average
Yes
Monthly
Apartment
3,472
51,346
34
Female
8,459
Divorced
0
Master's
null
50.771898
Rural
Premium
1
3
472
6
2024-06-25 15:21:39.175719
Average
Yes
Rarely
Apartment
2,734
51,347
28
Male
77,589
Single
4
High School
Employed
26.278833
Urban
Comprehensive
null
1
326
4
2021-08-01 15:21:39.186212
null
No
Monthly
House
1,874
51,348
27
Male
null
Married
1
PhD
Unemployed
33.481213
Suburban
Comprehensive
null
19
783
5
2022-10-29 15:21:39.212862
Good
Yes
Weekly
Apartment
268
51,349
55
Male
35,692
Divorced
3
High School
Employed
17.023535
Rural
Basic
1
14
null
5
2023-01-29 15:21:39.237118
Poor
No
Daily
Apartment
1,017
51,350
null
Male
25,211
Married
4
PhD
Self-Employed
18.44832
Rural
Basic
0
14
634
7
2020-07-21 15:21:39.179186
Average
Yes
Rarely
Condo
1,197
51,351
20
Male
3,541
Single
1
High School
Employed
16.769271
Urban
Basic
2
11
718
6
2020-01-08 15:21:39.198406
Average
No
Monthly
Condo
2,534
51,352
28
Male
4,129
Single
1
Master's
null
33.620088
Urban
Basic
4
17
487
5
2024-08-10 15:21:39.289099
Good
Yes
Daily
House
1,836
51,353
21
Male
6,454
Divorced
null
Master's
null
36.393972
Rural
Basic
null
8
560
3
2023-01-16 15:21:39.105504
Average
Yes
Daily
Condo
1,067
51,354
60
Male
87,880
Divorced
2
Bachelor's
Employed
50.483664
Rural
Premium
0
15
439
4
2021-02-23 15:21:39.190215
Poor
No
Daily
Apartment
1,158
51,355
30
Male
40,688
Single
4
Master's
Self-Employed
49.147419
Urban
Premium
2
18
645
6
2021-08-31 15:21:39.106582
Poor
Yes
Weekly
Condo
524
51,356
40
Female
3,900
Married
0
Master's
Unemployed
8.774979
Suburban
Basic
3
13
739
6
2024-01-30 15:21:39.204790
Average
No
Weekly
Condo
919
51,357
55
Female
959
Divorced
0
Master's
Self-Employed
10.161814
Rural
Comprehensive
0
0
398
1
2021-10-13 15:21:39.208842
Good
Yes
Daily
Condo
1,430
51,358
53
Female
20,346
Divorced
3
High School
Employed
23.959761
Rural
Comprehensive
2
11
693
5
2022-05-22 15:21:39.261856
Poor
No
Daily
Apartment
1,543
51,359
25
Male
38,156
Single
4
High School
Unemployed
16.944112
Suburban
Comprehensive
null
2
821
3
2020-02-19 15:21:39.214388
Poor
No
Rarely
Apartment
1,322
51,360
36
Male
39,467
Single
1
PhD
null
15.908225
Suburban
Premium
1
4
412
6
2020-09-18 15:21:39.187211
Good
No
Daily
Condo
1,116
51,361
19
Male
35,659
Single
1
Master's
Unemployed
18.986738
Suburban
Comprehensive
0
7
743
2
2024-06-16 15:21:39.134960
Poor
No
Monthly
House
661
51,362
61
Male
39,487
Married
2
Bachelor's
null
43.576301
Suburban
Premium
1
8
388
9
2020-06-30 15:21:39.177724
Good
No
Weekly
Apartment
606
51,363
27
Male
13,798
Single
4
Bachelor's
Employed
47.578007
Urban
Comprehensive
3
10
541
1
2020-10-13 15:21:39.147735
Average
Yes
Weekly
Condo
277
51,364
42
Male
16,063
Divorced
3
Master's
Self-Employed
14.644534
Suburban
Basic
0
6
446
7
2019-09-04 15:21:39.194829
Average
No
Rarely
House
611
51,365
28
Male
61,644
Single
4
High School
null
28.276582
Urban
Premium
null
5
732
8
2024-01-03 15:21:39.082499
Poor
Yes
Rarely
Apartment
110
51,366
54
Female
43,937
Single
3
PhD
null
16.584991
Urban
Premium
null
8
712
6
2022-08-12 15:21:39.221386
Average
Yes
Daily
Apartment
996
51,367
54
Male
23,889
Married
null
High School
Self-Employed
25.597845
Rural
Basic
3
14
null
8
2021-06-21 15:21:39.134960
Poor
Yes
Monthly
Condo
115
51,368
20
Female
28,962
Married
4
PhD
Self-Employed
38.562029
Rural
Premium
0
16
543
8
2021-04-09 15:21:39.217387
Poor
Yes
Rarely
House
2,221
51,369
50
Male
26,296
Married
4
PhD
Self-Employed
13.4496
Urban
Premium
null
17
708
2
2024-03-07 15:21:39.226954
Good
Yes
Rarely
Condo
2,104
51,370
54
Male
17,054
Single
1
Master's
Self-Employed
17.839596
Urban
Basic
1
9
695
8
2021-12-22 15:21:39.122134
Poor
No
Daily
Apartment
773
51,371
null
Male
5,894
Divorced
1
Master's
Unemployed
22.988787
Rural
Premium
null
16
528
1
2024-07-27 15:21:39.081504
Poor
Yes
Rarely
Condo
1,249
51,372
50
Male
9,891
Single
4
Master's
Unemployed
null
Urban
Premium
null
19
647
6
2022-08-16 15:21:39.155231
Average
No
Monthly
Condo
3,272
51,373
38
Male
1,576
Single
2
PhD
Employed
17.889863
Rural
Comprehensive
null
5
441
6
2022-01-29 15:21:39.097737
Poor
No
Daily
Condo
1,324
51,374
46
Male
26,963
Single
3
Bachelor's
Employed
19.585524
Suburban
Premium
0
7
779
8
2021-07-06 15:21:39.155231
Good
No
Rarely
Condo
542
51,375
22
Female
27,301
Married
3
Bachelor's
Unemployed
6.189896
Urban
Premium
2
1
694
1
2024-07-15 15:21:39.259648
Average
Yes
Weekly
Apartment
136
51,376
33
Female
46,220
Married
3
High School
Employed
null
Urban
Premium
null
17
643
3
2022-11-15 15:21:39.233998
Poor
Yes
Monthly
House
1,426
51,377
52
Male
124,777
Married
1
High School
Self-Employed
50.895861
Rural
Comprehensive
1
11
831
9
2021-05-31 15:21:39.273973
Good
Yes
Monthly
House
2,156
51,378
57
Female
null
Single
3
Master's
Unemployed
21.268313
Rural
Comprehensive
1
1
419
6
2021-12-08 15:21:39.237118
Good
No
Rarely
Condo
2,177
51,379
32
Male
35,484
Divorced
3
PhD
Employed
34.409523
Rural
Premium
1
16
565
9
2023-09-30 15:21:39.176717
Good
No
Daily
Condo
682
51,380
26
Male
38,119
Single
1
Bachelor's
null
41.918985
Urban
Comprehensive
0
7
685
5
2022-05-02 15:21:39.115178
Poor
Yes
Rarely
Condo
1,201
51,381
32
Male
5,088
Divorced
4
Master's
Self-Employed
4.167853
Urban
Premium
1
7
495
7
2020-01-08 15:21:39.134960
Good
Yes
Daily
Apartment
1,396
51,382
18
Female
143,925
null
2
High School
null
42.943132
Suburban
Premium
1
19
433
1
2020-12-24 15:21:39.237118
Poor
Yes
Rarely
Apartment
961
51,383
63
Male
26,951
Married
1
Bachelor's
null
21.902205
Urban
Comprehensive
null
0
690
7
2024-08-04 15:21:39.198406
Average
Yes
Weekly
Apartment
2,235
51,384
29
Female
708
Single
3
High School
Employed
null
Rural
Comprehensive
1
3
534
9
2021-12-16 15:21:39.246098
Good
No
Rarely
House
562
51,385
36
Male
18,051
Single
0
PhD
Self-Employed
11.358079
Rural
Comprehensive
null
7
742
9
2021-06-27 15:21:39.199447
Average
No
Weekly
House
754
51,386
50
Female
37,669
Single
3
High School
Employed
46.937364
Rural
Basic
0
11
null
1
2020-11-21 15:21:39.245086
Good
No
Monthly
Condo
1,643
51,387
46
Female
6,856
Married
0
Bachelor's
Self-Employed
22.843162
Urban
Comprehensive
1
17
null
9
2024-06-03 15:21:39.237118
Poor
Yes
Rarely
Condo
1,761
51,388
60
Female
37,000
Married
1
PhD
Unemployed
25.371609
Urban
Premium
2
4
657
5
2022-12-06 15:21:39.254678
Average
No
Weekly
Apartment
30
51,389
50
Male
83,468
Single
1
Master's
null
11.418827
Suburban
Premium
1
7
799
1
2021-09-05 15:21:39.147735
Poor
No
Weekly
Apartment
403
51,390
40
Female
1,523
Married
2
PhD
null
27.857915
Urban
Premium
2
5
583
7
2021-07-22 15:21:39.155231
Good
Yes
Daily
Apartment
632
51,391
59
Male
52,375
Divorced
0
Master's
null
37.274528
Urban
Comprehensive
null
16
486
5
2024-03-23 15:21:39.274993
Average
Yes
Rarely
House
28
51,392
19
Female
1,355
Married
2
PhD
Unemployed
30.456857
Rural
Premium
2
13
646
7
2023-10-29 15:21:39.134960
Poor
Yes
Monthly
Apartment
793
51,393
null
Female
36,316
Married
2
Bachelor's
Self-Employed
16.913296
Suburban
Comprehensive
0
6
617
4
2019-08-23 15:21:39.177724
Poor
Yes
Daily
Condo
2,886
51,394
26
Female
108,824
Divorced
4
Bachelor's
Unemployed
14.686831
Suburban
Basic
1
7
726
7
2022-05-27 15:21:39.226954
Average
Yes
Monthly
House
404
51,395
58
Female
5,935
Single
1
PhD
Employed
22.451231
Rural
Comprehensive
0
8
690
2
2024-04-17 15:21:39.126661
Good
No
Weekly
House
1,016
51,396
44
Male
6,898
Married
2
PhD
Employed
null
Rural
Premium
1
8
653
2
2020-07-24 15:21:39.086123
Average
Yes
Daily
House
546
51,397
34
Male
15,774
Divorced
2
High School
Employed
26.82724
Urban
Basic
0
2
790
4
2019-09-30 15:21:39.251142
Good
No
Weekly
Condo
1,586
51,398
53
Female
17,732
Married
1
Master's
null
25.865974
Rural
Basic
null
17
552
1
2023-05-15 15:21:39.155231
Average
Yes
Monthly
Condo
551
51,399
18
Female
5,550
Divorced
0
PhD
Self-Employed
31.90727
Rural
Basic
null
13
447
6
2024-04-24 15:21:39.155231
Poor
No
Weekly
Apartment
2,931