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
1,183,300
28
Female
27,785
Divorced
1
PhD
Self-Employed
38.822623
Suburban
Basic
0
6
588
2
2023-08-10 15:21:39.222387
Poor
Yes
Daily
Condo
24
1,183,301
45
Male
64,586
Married
4
PhD
Unemployed
12.746113
Rural
Basic
2
1
757
3
2024-07-31 15:21:39.289099
Average
No
Monthly
Condo
49
1,183,302
29
Female
2,691
Single
null
Bachelor's
Unemployed
13.458548
Rural
Comprehensive
null
12
446
9
2019-10-03 15:21:39.148733
Average
No
Daily
Apartment
2,770
1,183,303
43
Male
68,867
Married
4
High School
null
17.551974
Suburban
Comprehensive
1
4
629
1
2020-01-09 15:21:39.166062
null
Yes
Monthly
House
1,988
1,183,304
34
Male
29,095
Divorced
1
Master's
Employed
9.569362
Urban
Premium
3
16
727
1
2020-04-11 15:21:39.090124
Average
No
Monthly
Apartment
939
1,183,305
18
Female
14,791
Divorced
3
PhD
Unemployed
5.7443
Suburban
Comprehensive
null
2
464
3
2024-02-20 15:21:39.134960
Average
No
Rarely
Apartment
1,100
1,183,306
18
Female
3,714
Married
3
High School
null
47.505096
Suburban
Premium
2
18
676
3
2023-03-29 15:21:39.134960
Good
No
Daily
Condo
2,890
1,183,307
47
Male
29,377
Married
2
Master's
Employed
null
Urban
Comprehensive
null
4
null
4
2022-06-04 15:21:39.082499
Poor
Yes
Rarely
Apartment
543
1,183,308
27
Male
4,538
Single
0
High School
Employed
null
Urban
Basic
null
18
328
8
2023-11-25 15:21:39.213373
Good
No
Weekly
House
638
1,183,309
35
Male
18,084
Divorced
null
Master's
Employed
33.716882
Urban
Comprehensive
1
2
799
3
2021-02-21 15:21:39.090124
Good
Yes
Weekly
House
772
1,183,310
40
Female
17,962
Single
null
Bachelor's
Employed
41.596549
Rural
Basic
1
5
662
6
2023-09-14 15:21:39.146733
Poor
Yes
Rarely
Condo
1,171
1,183,311
54
Male
362
Married
2
Bachelor's
Unemployed
5.339665
Urban
Premium
2
16
613
6
2023-02-05 15:21:39.196387
Good
Yes
Monthly
House
496
1,183,312
43
Male
22,508
Married
0
Bachelor's
Unemployed
22.847915
Rural
Premium
0
1
573
6
2021-05-04 15:21:39.237118
null
Yes
Rarely
House
847
1,183,313
19
Male
7,093
Single
1
PhD
null
7.738466
Rural
Premium
4
1
663
5
2021-11-03 15:21:39.155231
Good
Yes
Monthly
Apartment
581
1,183,314
64
Male
16,052
null
3
High School
Unemployed
22.818955
Urban
Comprehensive
1
15
501
4
2020-09-28 15:21:39.093681
Average
Yes
Rarely
Apartment
1,216
1,183,315
22
Female
24,359
Single
0
PhD
Employed
3.295924
Suburban
Basic
2
2
null
2
2024-06-29 15:21:39.168099
Average
Yes
Weekly
Condo
537
1,183,316
37
Female
49,832
Married
1
PhD
null
15.616576
Rural
Premium
0
19
null
9
2020-07-06 15:21:39.164044
Average
Yes
Weekly
Apartment
181
1,183,317
26
Female
28,503
Single
null
Bachelor's
Employed
26.86711
Rural
Comprehensive
1
2
596
2
2020-11-21 15:21:39.209847
Good
Yes
Daily
Apartment
1,393
1,183,318
27
Female
28,362
Married
3
Bachelor's
Employed
18.728822
Rural
Premium
3
6
676
9
2022-06-17 15:21:39.151732
Average
No
Monthly
House
234
1,183,319
21
Male
10,196
Single
0
Master's
Employed
41.718913
Rural
Basic
0
4
839
6
2021-05-10 15:21:39.256696
Poor
No
Daily
Apartment
1,233
1,183,320
37
Female
15,688
Divorced
1
High School
null
37.883348
Rural
Basic
1
3
776
2
2021-03-18 15:21:39.172097
Average
Yes
Monthly
Condo
681
1,183,321
35
Male
97,916
Divorced
2
High School
Self-Employed
9.570656
Rural
Basic
1
19
729
5
2021-02-21 15:21:39.150730
Poor
No
Monthly
Condo
411
1,183,322
31
Male
36,222
Single
null
Bachelor's
Unemployed
39.884583
Rural
Premium
null
19
null
3
2020-11-28 15:21:39.185215
Poor
Yes
Weekly
Condo
638
1,183,323
24
Female
614
Single
1
PhD
Unemployed
30.759966
Suburban
Basic
null
12
595
4
2020-01-06 15:21:39.155231
Poor
Yes
Weekly
Condo
111
1,183,324
34
Male
44,219
Married
0
PhD
Employed
26.14786
Suburban
Comprehensive
null
3
519
8
2023-05-09 15:21:39.226954
Average
No
Daily
Apartment
627
1,183,325
30
Male
53,944
Divorced
3
PhD
Unemployed
27.614817
Rural
Premium
0
12
765
4
2020-12-09 15:21:39.247098
Average
No
Weekly
House
406
1,183,326
45
Female
24,892
Single
0
PhD
null
26.844655
Urban
Premium
3
18
766
5
2020-07-08 15:21:39.133866
Good
No
Rarely
House
793
1,183,327
64
Female
36,015
Single
2
PhD
null
18.48782
Rural
Basic
null
0
736
3
2024-05-10 15:21:39.155231
Good
No
Rarely
Condo
533
1,183,328
48
Male
25,779
Single
1
Master's
Employed
13.136948
Suburban
Comprehensive
0
5
null
1
2021-12-13 15:21:39.177724
Good
No
Weekly
House
1,348
1,183,329
34
Female
26,700
Married
3
Master's
null
22.633982
Urban
Comprehensive
null
0
578
5
2021-04-30 15:21:39.230483
Poor
Yes
Weekly
Condo
1,034
1,183,330
58
Male
93,975
Divorced
2
High School
Self-Employed
42.182928
Suburban
Comprehensive
0
14
606
9
2024-01-14 15:21:39.146733
Average
No
Daily
House
45
1,183,331
47
Female
3,193
Single
0
Master's
Self-Employed
31.074355
Urban
Premium
null
11
591
8
2022-11-14 15:21:39.266452
null
No
Monthly
Condo
265
1,183,332
42
Male
24,894
Married
0
Bachelor's
Employed
null
Urban
Comprehensive
0
5
434
5
2023-10-06 15:21:39.192212
Good
Yes
Monthly
House
527
1,183,333
54
Female
142,776
Divorced
4
Bachelor's
Employed
23.785525
Rural
Comprehensive
0
11
438
8
2020-04-17 15:21:39.237118
Good
No
Weekly
Condo
29
1,183,334
39
Female
36,073
Divorced
1
High School
null
28.913102
Suburban
Comprehensive
null
1
699
2
2019-11-16 15:21:39.272456
Average
Yes
Rarely
Apartment
1,017
1,183,335
60
Male
2,927
Married
1
Master's
Unemployed
24.002337
Suburban
Premium
null
12
494
4
2021-05-22 15:21:39.205850
Average
No
Daily
Condo
2,615
1,183,336
59
Female
47,983
Single
3
Bachelor's
Employed
12.717708
Urban
Premium
null
3
384
9
2022-10-31 15:21:39.132191
Average
No
Weekly
Condo
943
1,183,337
57
Male
72,623
Married
2
Bachelor's
null
51.933894
Urban
Premium
null
2
468
9
2021-01-11 15:21:39.279729
Poor
No
Weekly
House
793
1,183,338
47
Female
739
Married
3
Master's
null
21.739897
Urban
Comprehensive
2
9
566
5
2022-10-20 15:21:39.264504
Average
No
Daily
Condo
468
1,183,339
18
Female
8,818
Married
null
PhD
null
29.894199
Urban
Comprehensive
4
3
432
5
2022-09-14 15:21:39.155231
Poor
Yes
Monthly
Condo
881
1,183,340
26
Male
28,891
Divorced
null
PhD
Unemployed
39.924644
Urban
Basic
1
4
597
7
2024-01-24 15:21:39.252145
Average
Yes
Weekly
House
1,284
1,183,341
58
Male
44,946
Single
1
High School
Self-Employed
25.539136
Rural
Premium
1
3
811
1
2024-07-12 15:21:39.155231
Good
Yes
Weekly
Apartment
1,132
1,183,342
44
Male
4,668
Married
4
Bachelor's
Self-Employed
9.434827
Urban
Comprehensive
null
18
694
7
2020-01-31 15:21:39.102694
Good
Yes
Rarely
Apartment
150
1,183,343
22
Female
125,512
Divorced
0
Master's
null
37.786569
Urban
Basic
0
13
355
9
2019-11-24 15:21:39.155231
null
No
Weekly
Apartment
946
1,183,344
34
Female
null
Single
3
Bachelor's
Unemployed
19.927241
Rural
Comprehensive
null
16
582
4
2022-09-29 15:21:39.151732
Average
No
Weekly
Condo
105
1,183,345
45
Female
86,591
Single
3
Master's
Self-Employed
9.783328
Rural
Basic
1
10
432
1
2021-06-23 15:21:39.218388
Good
Yes
Rarely
Apartment
1,591
1,183,346
50
Male
24,537
Married
4
Bachelor's
Self-Employed
10.673545
Urban
Comprehensive
2
3
361
8
2022-01-04 15:21:39.204790
Good
No
Monthly
House
588
1,183,347
41
Male
2,747
Single
1
Master's
null
9.944461
Urban
Comprehensive
1
7
766
1
2022-03-21 15:21:39.134960
Average
No
Rarely
Apartment
2,661
1,183,348
48
Female
3,489
Married
1
High School
Employed
16.990402
Suburban
Basic
1
10
null
4
2020-02-29 15:21:39.134960
Poor
No
Monthly
Apartment
2,845
1,183,349
32
Female
10,633
Divorced
3
Master's
Employed
20.481213
Rural
Basic
3
9
753
6
2019-12-11 15:21:39.202448
Average
No
Daily
Apartment
648
1,183,350
41
Female
23,280
Divorced
2
High School
null
38.386514
Suburban
Premium
1
2
null
5
2021-05-25 15:21:39.126661
Good
No
Weekly
Apartment
684
1,183,351
58
Female
18,794
Single
0
High School
Employed
12.985726
Rural
Basic
null
17
null
3
2020-05-18 15:21:39.271453
Good
Yes
Weekly
House
1,356
1,183,352
32
Male
6,920
Married
null
Bachelor's
Self-Employed
30.232726
Urban
Basic
null
16
370
1
2023-03-21 15:21:39.285112
Average
Yes
Rarely
Apartment
821
1,183,353
19
Female
6,939
Single
0
Bachelor's
Employed
10.901918
Suburban
Basic
null
15
477
5
2020-02-28 15:21:39.204790
Average
Yes
Monthly
Apartment
902
1,183,354
24
Female
41,420
Married
3
Bachelor's
null
41.58709
Urban
Premium
2
13
690
6
2021-05-22 15:21:39.155231
Good
No
Monthly
House
188
1,183,355
45
Male
11,985
Married
4
Bachelor's
Unemployed
10.869786
Rural
Basic
1
10
510
8
2023-06-24 15:21:39.176717
null
Yes
Monthly
Condo
928
1,183,356
23
Female
3,999
Divorced
4
PhD
Self-Employed
16.471859
Urban
Basic
2
6
null
3
2020-03-03 15:21:39.237118
Good
Yes
Monthly
Condo
1,034
1,183,357
58
Male
11,973
Married
3
Master's
Self-Employed
43.443954
Urban
Premium
1
15
798
9
2022-06-29 15:21:39.108562
Poor
No
Monthly
Apartment
943
1,183,358
32
Male
989
Married
3
PhD
Unemployed
null
Suburban
Premium
null
8
649
5
2020-06-26 15:21:39.264504
Poor
Yes
Monthly
Condo
1,488
1,183,359
46
Female
14,079
Divorced
4
High School
Employed
27.773455
Suburban
Comprehensive
2
8
564
2
2020-02-04 15:21:39.134960
Poor
Yes
Rarely
Apartment
112
1,183,360
58
Female
30,228
Single
0
High School
null
23.782755
Urban
Premium
0
18
481
2
2019-11-17 15:21:39.151732
Good
Yes
Weekly
Apartment
1,120
1,183,361
62
Male
43,463
Divorced
null
Master's
Self-Employed
13.734307
Urban
Basic
1
5
null
8
2020-04-09 15:21:39.237118
Poor
No
Daily
House
2,437
1,183,362
29
Male
101,067
Married
2
Bachelor's
null
14.158093
Urban
Comprehensive
2
7
647
6
2022-01-02 15:21:39.278402
Good
Yes
Rarely
Condo
78
1,183,363
29
Male
19,791
Divorced
0
Master's
Employed
5.514437
Suburban
Basic
0
5
643
2
2021-09-21 15:21:39.123711
Average
No
Daily
House
363
1,183,364
45
Female
11,735
Married
null
PhD
Unemployed
25.376769
Rural
Premium
1
14
439
3
2024-04-26 15:21:39.278402
null
No
Rarely
Apartment
2,362
1,183,365
18
Female
21,229
Single
0
Master's
Unemployed
28.91837
Suburban
Basic
2
5
324
9
2024-05-13 15:21:39.126661
Average
Yes
Rarely
Apartment
788
1,183,366
47
Female
44,087
Single
1
Bachelor's
null
10.8292
Rural
Comprehensive
0
15
602
9
2023-01-03 15:21:39.260856
Average
Yes
Weekly
House
1,434
1,183,367
21
Female
4,845
Married
null
PhD
Employed
47.123311
Urban
Premium
1
0
617
4
2020-10-14 15:21:39.247098
null
No
Daily
House
821
1,183,368
24
Female
null
Divorced
1
High School
null
8.794767
Rural
Premium
null
3
481
1
2022-05-11 15:21:39.134960
Poor
Yes
Weekly
Condo
36
1,183,369
52
Female
44,763
Married
4
High School
Employed
49.12742
Suburban
Premium
1
19
null
4
2024-06-21 15:21:39.196387
Good
No
Weekly
Condo
2,120
1,183,370
21
Male
68,429
Married
null
High School
Employed
null
Suburban
Comprehensive
2
4
592
1
2023-08-08 15:21:39.155231
Average
Yes
Monthly
Apartment
3,243
1,183,371
19
Female
16,078
Married
null
High School
null
33.039578
Rural
Comprehensive
null
3
836
6
2022-10-19 15:21:39.095696
Average
Yes
Weekly
Apartment
2,457
1,183,372
22
Male
18,013
Divorced
1
Bachelor's
null
28.68684
Rural
Premium
0
0
744
2
2023-12-03 15:21:39.173834
Poor
No
Weekly
Condo
35
1,183,373
31
Male
4,059
Married
null
PhD
Employed
null
Suburban
Comprehensive
0
11
310
3
2020-12-13 15:21:39.134960
Poor
Yes
Daily
Condo
903
1,183,374
31
Female
48,628
Single
4
Bachelor's
null
32.120884
Suburban
Premium
3
18
638
5
2022-10-09 15:21:39.228521
Average
Yes
Daily
Condo
3,446
1,183,375
47
Female
79,826
Married
4
PhD
Unemployed
6.992572
Urban
Basic
1
14
500
1
2021-10-31 15:21:39.089116
Average
No
Monthly
Condo
2,640
1,183,376
50
Female
1,910
Married
0
High School
null
37.719163
Rural
Basic
0
13
469
7
2024-06-11 15:21:39.271453
Poor
No
Weekly
Condo
688
1,183,377
28
Male
24,791
Divorced
null
High School
Self-Employed
36.056493
Suburban
Premium
0
1
null
5
2023-01-02 15:21:39.116179
Poor
Yes
Daily
Condo
842
1,183,378
28
Female
572
Single
2
High School
Self-Employed
7.980938
Rural
Comprehensive
1
19
755
8
2021-12-14 15:21:39.194829
Average
Yes
Daily
House
2,847
1,183,379
34
Female
18,072
Divorced
3
Bachelor's
Unemployed
34.624886
Urban
Comprehensive
1
18
null
7
2020-03-31 15:21:39.236064
Good
Yes
Weekly
Condo
1,724
1,183,380
34
Male
14,741
Divorced
0
Bachelor's
null
35.115736
Rural
Comprehensive
null
8
807
1
2021-08-29 15:21:39.081504
Poor
No
Monthly
Apartment
671
1,183,381
27
Male
null
Single
null
Master's
Employed
null
Suburban
Premium
null
2
456
6
2020-06-12 15:21:39.237118
Average
Yes
Monthly
Apartment
831
1,183,382
33
Female
33,911
Divorced
3
High School
Self-Employed
28.815761
Rural
Comprehensive
0
9
693
3
2020-02-29 15:21:39.094752
Average
Yes
Daily
Condo
3,346
1,183,383
62
Female
125,097
Divorced
4
Master's
Self-Employed
49.052896
Urban
Basic
2
1
416
4
2021-01-18 15:21:39.237118
Poor
No
Daily
House
488
1,183,384
51
Female
1,227
Single
1
Master's
null
null
Rural
Basic
1
7
731
7
2023-03-21 15:21:39.236064
Average
Yes
Weekly
Condo
744
1,183,385
61
Female
9,071
Married
0
High School
Unemployed
19.153434
Urban
Basic
null
15
624
4
2020-12-07 15:21:39.192212
Average
No
Daily
Condo
553
1,183,386
59
Male
16,275
Divorced
1
Master's
null
26.935173
Suburban
Comprehensive
1
11
365
6
2024-07-07 15:21:39.084065
Good
Yes
Daily
Condo
1,086
1,183,387
63
Female
71,259
Single
0
Master's
Self-Employed
25.458517
Suburban
Comprehensive
2
3
554
8
2023-01-30 15:21:39.207847
Average
Yes
Weekly
Condo
3,544
1,183,388
28
Male
25,619
Divorced
null
High School
Self-Employed
5.566014
Rural
Premium
0
10
759
9
2021-12-28 15:21:39.134960
Poor
Yes
Monthly
Condo
818
1,183,389
56
Female
26,604
Divorced
3
PhD
Employed
37.958262
Urban
Basic
null
11
644
2
2021-03-04 15:21:39.090124
Good
No
Monthly
Apartment
730
1,183,390
53
Female
8,791
Divorced
2
Master's
Unemployed
17.93868
Suburban
Premium
1
13
806
3
2023-06-21 15:21:39.272456
Good
Yes
Rarely
House
496
1,183,391
26
Female
63,382
Single
1
Master's
Self-Employed
27.64302
Urban
Comprehensive
2
5
644
4
2020-12-10 15:21:39.187211
Good
Yes
Rarely
Apartment
2,416
1,183,392
19
Male
1,477
Single
1
Bachelor's
null
50.684589
Suburban
Basic
1
1
578
2
2024-06-11 15:21:39.250151
Average
Yes
Monthly
Apartment
919
1,183,393
55
Female
10,461
Married
3
High School
null
27.619492
Urban
Comprehensive
1
12
606
9
2021-07-17 15:21:39.149731
Poor
No
Rarely
Apartment
2,247
1,183,394
56
Male
84,572
Single
0
PhD
Employed
21.598435
Suburban
Comprehensive
0
9
316
9
2023-07-17 15:21:39.164044
Good
Yes
Weekly
House
2,972
1,183,395
62
Male
35,796
Divorced
0
PhD
Employed
44.651719
Suburban
Comprehensive
1
2
783
2
2024-03-31 15:21:39.145732
Average
Yes
Monthly
Apartment
447
1,183,396
51
Female
16,054
Married
0
Bachelor's
Employed
46.88926
Suburban
Basic
1
3
758
7
2020-08-11 15:21:39.191219
Poor
No
Monthly
House
629
1,183,397
37
Female
85,651
Married
1
Master's
Unemployed
33.252483
Rural
Comprehensive
1
7
346
5
2019-09-04 15:21:39.112553
Average
No
Daily
Condo
238
1,183,398
18
Male
1,761
Single
2
High School
null
null
Suburban
Comprehensive
1
18
431
9
2022-06-15 15:21:39.254678
Good
No
Rarely
Condo
462
1,183,399
31
Male
2,452
Married
2
Master's
Self-Employed
3.376876
Suburban
Premium
0
15
410
6
2019-11-02 15:21:39.202448
Average
Yes
Daily
Condo
795