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
27,300
64
Female
23,042
Divorced
4
PhD
Employed
16.933662
Rural
Basic
0
7
601
1
2022-04-11 15:21:39.134960
Poor
Yes
Rarely
House
1,079
27,301
38
Male
48,225
Single
2
PhD
null
null
Urban
Comprehensive
3
8
473
3
2024-01-24 15:21:39.079128
Good
Yes
Weekly
House
463
27,302
18
Male
35,781
Married
1
High School
Unemployed
27.693257
Rural
Comprehensive
2
9
565
9
2023-05-26 15:21:39.255696
Poor
Yes
Weekly
House
1,615
27,303
29
Female
20,290
Divorced
0
Master's
null
6.099557
Suburban
Premium
null
10
null
7
2023-07-17 15:21:39.237118
Poor
Yes
Monthly
Condo
638
27,304
28
Female
5,027
Married
4
Bachelor's
null
26.282577
Suburban
Basic
1
10
603
9
2023-05-09 15:21:39.081504
Average
Yes
Weekly
Apartment
1,331
27,305
44
Male
1,365
Single
3
High School
Unemployed
19.636944
Urban
Premium
null
17
476
3
2023-09-05 15:21:39.134960
Average
No
Daily
Condo
1,211
27,306
58
Female
2,058
Married
1
Master's
null
29.939356
Rural
Comprehensive
3
14
844
5
2024-04-12 15:21:39.226954
Good
No
Weekly
Apartment
557
27,307
30
Female
58,863
Divorced
1
Bachelor's
Unemployed
27.677574
Rural
Basic
1
8
806
1
2021-06-20 15:21:39.091080
null
Yes
Monthly
House
2,355
27,308
null
Male
34,177
Divorced
4
High School
null
41.966145
Suburban
Premium
1
13
372
6
2019-12-13 15:21:39.266452
Average
No
Weekly
Condo
1,686
27,309
49
Female
7,017
Single
2
Bachelor's
Self-Employed
32.524522
Rural
Premium
0
4
722
5
2019-12-24 15:21:39.237118
Good
No
Daily
Apartment
188
27,310
51
Female
18,095
Divorced
0
PhD
Self-Employed
15.939325
Urban
Premium
null
17
828
6
2020-07-10 15:21:39.182597
Poor
Yes
Daily
House
543
27,311
45
Male
17,675
Single
3
Bachelor's
null
32.998855
Suburban
Premium
0
15
729
9
2024-03-25 15:21:39.097737
Good
No
Rarely
Apartment
100
27,312
45
Female
104,900
Married
1
Master's
Unemployed
9.938368
Rural
Comprehensive
0
18
null
6
2023-04-09 15:21:39.145732
Average
No
Monthly
Condo
132
27,313
20
Male
5,695
Married
2
High School
Employed
16.88009
Suburban
Premium
1
7
849
2
2023-12-19 15:21:39.110557
Poor
Yes
Daily
Apartment
190
27,314
38
Male
30,395
Single
4
PhD
Unemployed
50.179989
Rural
Premium
1
5
552
8
2022-01-26 15:21:39.155231
Good
Yes
Monthly
Condo
474
27,315
43
Female
6,934
Divorced
1
High School
Self-Employed
31.826117
Urban
Premium
3
16
705
2
2022-08-15 15:21:39.089116
Poor
Yes
Rarely
Condo
101
27,316
49
Female
24,666
Divorced
3
Master's
null
10.446909
Suburban
Comprehensive
1
9
511
7
2023-03-06 15:21:39.155231
Average
No
Weekly
Condo
473
27,317
61
Female
16,757
Single
null
Bachelor's
Unemployed
36.964765
Rural
Basic
null
11
589
5
2019-11-17 15:21:39.233485
Poor
No
Daily
Apartment
821
27,318
29
Male
7,135
Single
3
PhD
null
31.955207
Rural
Comprehensive
1
9
null
7
2023-04-23 15:21:39.207847
Poor
No
Monthly
Apartment
957
27,319
19
Female
62,730
Divorced
null
High School
Unemployed
14.882052
Rural
Basic
3
16
760
4
2021-09-23 15:21:39.245086
Good
No
Weekly
Condo
3,382
27,320
52
Female
16,054
Divorced
0
Master's
null
20.352362
Suburban
Comprehensive
1
6
null
1
2023-11-07 15:21:39.080440
Average
No
Daily
Apartment
674
27,321
46
Male
4,925
Divorced
3
PhD
Self-Employed
null
Suburban
Premium
1
7
704
8
2024-05-13 15:21:39.084065
Poor
Yes
Rarely
Condo
1,108
27,322
26
Male
45,971
Divorced
2
Master's
Employed
null
Suburban
Comprehensive
null
13
782
5
2020-03-15 15:21:39.155231
Average
No
Weekly
Condo
1,459
27,323
59
Male
10,026
Married
0
PhD
null
22.836103
Suburban
Premium
2
7
681
4
2021-09-20 15:21:39.154008
Good
Yes
Weekly
Apartment
649
27,324
39
Male
18,171
Married
null
PhD
null
27.726251
Rural
Comprehensive
null
16
651
4
2024-01-15 15:21:39.134960
Good
No
Monthly
Apartment
2,370
27,325
41
Male
5,038
Divorced
3
Bachelor's
Unemployed
24.547494
Suburban
Basic
0
2
697
9
2021-09-06 15:21:39.171102
Poor
No
Daily
House
3,489
27,326
24
Female
75,896
Divorced
3
Bachelor's
Employed
41.834224
Suburban
Premium
0
4
575
3
2020-09-13 15:21:39.289099
Poor
No
Rarely
House
264
27,327
42
Female
7,991
Single
2
Master's
Employed
19.078266
Rural
Basic
1
11
null
9
2023-06-16 15:21:39.155231
Average
No
Monthly
Condo
1,653
27,328
50
Male
3,891
Married
4
High School
Unemployed
null
Urban
Premium
null
6
476
9
2024-04-10 15:21:39.176717
Good
Yes
Daily
Apartment
2,434
27,329
20
Male
44,976
Divorced
2
Bachelor's
Employed
49.384025
Rural
Comprehensive
null
3
null
8
2021-02-07 15:21:39.155231
Average
No
Monthly
House
479
27,330
28
Male
146,173
Married
2
PhD
Employed
7.987826
Rural
Basic
2
12
432
7
2020-12-10 15:21:39.084065
Good
No
Monthly
Condo
3,480
27,331
56
Male
58,822
Married
0
Bachelor's
Employed
42.492948
Suburban
Premium
null
0
716
2
2022-05-19 15:21:39.129190
Good
Yes
Rarely
House
48
27,332
19
Female
2,428
Divorced
2
High School
null
32.642497
Urban
Premium
null
9
494
3
2023-09-16 15:21:39.245086
Good
Yes
Daily
Condo
1,556
27,333
18
Male
1,338
Married
4
Bachelor's
Self-Employed
null
Urban
Basic
0
5
null
8
2021-11-21 15:21:39.246098
Poor
Yes
Monthly
House
1,515
27,334
64
Male
18,791
Married
null
Master's
Self-Employed
6.566856
Suburban
Basic
0
13
null
4
2021-10-29 15:21:39.134960
Poor
Yes
Weekly
Apartment
452
27,335
48
Male
959
Divorced
1
PhD
Self-Employed
14.892267
Urban
Comprehensive
0
14
480
7
2020-11-08 15:21:39.096739
Poor
No
Monthly
House
946
27,336
34
Male
40,512
Single
4
PhD
Employed
12.928942
Suburban
Comprehensive
0
4
null
4
2020-03-03 15:21:39.191219
Average
Yes
Weekly
Apartment
763
27,337
59
Female
78,839
Single
1
Master's
Self-Employed
25.76654
Suburban
Comprehensive
1
18
691
8
2019-11-06 15:21:39.231531
Good
No
Monthly
Apartment
44
27,338
51
Female
17,891
Divorced
0
Bachelor's
null
23.711563
Suburban
Premium
0
2
784
8
2021-03-24 15:21:39.091080
Good
Yes
Rarely
Condo
841
27,339
27
Male
9,624
Married
2
PhD
Self-Employed
17.791789
Suburban
Premium
2
17
735
2
2021-04-19 15:21:39.214388
Good
No
Weekly
Apartment
958
27,340
29
Male
1,534
Single
4
Bachelor's
Employed
17.938219
Urban
Premium
0
9
354
8
2022-03-20 15:21:39.132191
Average
Yes
Monthly
House
479
27,341
27
Female
75,941
Married
4
Master's
Unemployed
23.188955
Suburban
Basic
1
7
695
2
2019-09-28 15:21:39.144722
Poor
Yes
Weekly
House
3,922
27,342
20
Male
17,474
Married
4
Bachelor's
null
19.85988
Urban
Comprehensive
null
9
751
6
2023-09-22 15:21:39.111551
Poor
No
Weekly
Apartment
144
27,343
59
Male
87,095
Married
2
Bachelor's
null
5.556774
Rural
Basic
null
19
365
3
2021-11-01 15:21:39.106582
Good
Yes
Daily
House
378
27,344
31
Female
8,576
Married
3
PhD
Unemployed
18.275036
Urban
Basic
null
16
703
6
2020-01-18 15:21:39.106582
null
No
Daily
Condo
565
27,345
39
Male
34,002
Divorced
0
Bachelor's
Self-Employed
11.799533
Suburban
Premium
2
0
552
3
2020-01-19 15:21:39.274993
Poor
No
Rarely
Apartment
2,434
27,346
41
Male
3,859
Divorced
4
Bachelor's
Self-Employed
30.674811
Rural
Basic
1
16
629
2
2024-02-24 15:21:39.237118
Poor
Yes
Rarely
House
26
27,347
55
Male
1,064
Married
3
High School
null
30.826632
Suburban
Basic
2
1
821
7
2023-11-12 15:21:39.172097
Poor
Yes
Monthly
Condo
1,231
27,348
32
Female
46,308
Married
4
Bachelor's
Employed
19.291339
Suburban
Basic
null
1
null
3
2019-12-06 15:21:39.120168
Good
Yes
Daily
Apartment
1,632
27,349
25
Male
16,961
Single
2
Master's
Unemployed
25.121875
Urban
Premium
1
14
590
2
2021-02-10 15:21:39.155231
Good
Yes
Rarely
House
2,046
27,350
39
Male
4,664
Single
2
Master's
Unemployed
31.06735
Suburban
Basic
2
0
591
3
2023-09-04 15:21:39.264504
Good
No
Monthly
Apartment
885
27,351
58
Female
15,106
Divorced
1
Bachelor's
Unemployed
47.865375
Suburban
Comprehensive
0
12
746
7
2022-04-19 15:21:39.154008
Poor
No
Monthly
Condo
962
27,352
50
Male
3,904
Divorced
0
High School
null
14.098888
Urban
Comprehensive
0
2
494
6
2022-05-06 15:21:39.180553
Good
No
Daily
House
3,200
27,353
22
Female
2,162
Divorced
4
Bachelor's
null
3.812823
Suburban
Comprehensive
null
18
441
4
2021-08-10 15:21:39.278402
Poor
Yes
Rarely
House
591
27,354
37
Male
29,190
Single
4
High School
Self-Employed
9.984924
Suburban
Premium
1
4
486
7
2021-03-16 15:21:39.128286
Poor
No
Weekly
House
1,431
27,355
45
Male
3,077
Single
4
High School
Employed
20.710565
Suburban
Premium
null
12
694
1
2021-03-08 15:21:39.276901
Good
Yes
Monthly
Apartment
3,237
27,356
40
Male
61,379
Married
2
High School
Unemployed
null
Rural
Comprehensive
null
12
543
2
2022-08-15 15:21:39.237118
Average
Yes
Weekly
Apartment
2,873
27,357
40
Male
12,943
Divorced
1
Bachelor's
Unemployed
27.955755
Suburban
Comprehensive
null
3
510
2
2020-04-21 15:21:39.105504
Good
No
Daily
Apartment
158
27,358
25
Female
65,887
Married
0
PhD
null
null
Suburban
Basic
null
16
359
7
2021-04-25 15:21:39.208842
Average
Yes
Rarely
House
3,244
27,359
48
Female
71,455
Divorced
0
High School
Employed
11.673095
Suburban
Premium
3
10
612
8
2021-01-27 15:21:39.283783
Poor
Yes
Daily
Apartment
395
27,360
23
Male
58,222
Married
1
Master's
null
4.056342
Rural
Basic
null
12
835
7
2024-02-22 15:21:39.231531
null
Yes
Weekly
Condo
4,908
27,361
53
Male
6,071
Married
1
Master's
Unemployed
13.534154
Urban
Premium
null
4
326
3
2023-05-28 15:21:39.237118
Average
Yes
Daily
House
754
27,362
64
Female
50,931
Single
4
PhD
Employed
45.520858
Urban
Comprehensive
3
13
493
8
2020-06-15 15:21:39.285112
null
No
Rarely
Condo
830
27,363
43
Male
36,115
Married
2
Master's
Unemployed
20.08675
Urban
Basic
0
13
486
7
2021-04-01 15:21:39.193945
Good
Yes
Daily
Condo
441
27,364
44
Male
2,818
Married
2
Bachelor's
Unemployed
7.151568
Suburban
Comprehensive
4
18
709
7
2022-09-01 15:21:39.259788
Good
Yes
Daily
Apartment
634
27,365
33
Female
27,862
Single
2
Master's
Self-Employed
14.914562
Rural
Comprehensive
0
15
662
5
2021-04-22 15:21:39.237118
Poor
Yes
Rarely
Apartment
963
27,366
null
Female
null
Single
3
Master's
null
37.858402
Suburban
Premium
2
10
353
4
2021-06-09 15:21:39.155231
Good
No
Monthly
Apartment
683
27,367
57
Male
14,983
Single
4
High School
null
11.006213
Rural
Basic
1
0
706
1
2023-12-08 15:21:39.134960
Average
Yes
Rarely
Condo
2,411
27,368
53
Male
null
Divorced
3
PhD
null
37.355919
Suburban
Comprehensive
null
17
382
4
2022-08-10 15:21:39.155231
Average
Yes
Rarely
Apartment
3,937
27,369
43
Female
2,383
Divorced
3
Bachelor's
Self-Employed
37.857707
Rural
Comprehensive
null
19
305
8
2019-09-04 15:21:39.147735
Average
Yes
Rarely
Apartment
2,219
27,370
63
Female
1,596
Married
1
Bachelor's
Employed
5.646749
Suburban
Comprehensive
2
15
775
4
2022-11-21 15:21:39.080440
Poor
Yes
Weekly
Condo
125
27,371
37
Male
26,889
Single
4
Bachelor's
null
39.464714
Rural
Basic
null
8
743
8
2021-10-01 15:21:39.171102
Good
Yes
Weekly
House
1,621
27,372
42
Male
30,652
Single
0
Master's
Self-Employed
8.889716
Rural
Premium
0
11
804
9
2022-03-31 15:21:39.134960
Average
No
Rarely
House
1,616
27,373
29
Male
8,791
Married
0
PhD
null
37.068007
Urban
Basic
1
4
477
3
2021-10-23 15:21:39.152732
Good
No
Rarely
Apartment
2,894
27,374
63
Male
1,615
Divorced
2
Master's
Self-Employed
47.811168
Suburban
Comprehensive
0
2
638
3
2024-01-18 15:21:39.192212
Poor
No
Monthly
Apartment
1,871
27,375
20
Female
94,587
Married
2
PhD
Unemployed
37.364589
Urban
Comprehensive
null
11
819
8
2022-06-11 15:21:39.165120
Average
Yes
Weekly
Apartment
85
27,376
18
Female
27,119
Married
4
High School
null
6.2097
Suburban
Basic
1
10
831
4
2024-03-15 15:21:39.252145
Poor
No
Daily
House
1,069
27,377
48
Male
35,344
Divorced
0
High School
Employed
17.957242
Rural
Comprehensive
0
15
null
5
2022-06-06 15:21:39.261856
Average
Yes
Weekly
Condo
234
27,378
43
Male
5,872
Single
4
Bachelor's
null
7.064162
Rural
Basic
1
10
null
2
2020-08-22 15:21:39.134960
Poor
Yes
Monthly
House
541
27,379
21
Male
82,719
Single
2
High School
null
36.886504
Rural
Comprehensive
null
12
845
3
2020-03-03 15:21:39.133866
Average
No
Daily
Apartment
360
27,380
47
Male
496
Divorced
0
High School
Self-Employed
35.294013
Urban
Basic
3
16
783
2
2024-05-29 15:21:39.172097
Average
No
Rarely
Condo
511
27,381
53
Male
67,564
Married
1
High School
Self-Employed
9.772897
Rural
Basic
1
16
349
2
2023-11-21 15:21:39.263607
Average
Yes
Weekly
House
466
27,382
48
Female
10,026
Divorced
null
Master's
null
37.576417
Urban
Comprehensive
0
7
619
1
2023-01-14 15:21:39.204790
Poor
No
Weekly
Apartment
2,976
27,383
42
Male
12,328
Divorced
2
Master's
Employed
32.670661
Suburban
Basic
1
8
null
3
2023-06-14 15:21:39.090124
Good
No
Weekly
House
1,209
27,384
56
Male
6,866
Married
3
PhD
Employed
35.067358
Suburban
Premium
1
0
313
4
2023-07-13 15:21:39.131192
Poor
No
Rarely
Apartment
1,281
27,385
56
Female
24,886
Single
2
PhD
Employed
20.990569
Suburban
Comprehensive
null
0
723
6
2022-05-02 15:21:39.134960
Poor
No
Rarely
House
2,444
27,386
26
Female
13,173
Single
3
PhD
Employed
21.846758
Rural
Comprehensive
1
7
836
5
2020-02-18 15:21:39.172097
Average
No
Weekly
Apartment
892
27,387
63
Male
70,782
Single
1
Bachelor's
Self-Employed
20.414907
Rural
Premium
null
16
null
6
2019-10-16 15:21:39.207847
Good
No
Daily
Condo
2,102
27,388
62
Male
24,894
Married
4
High School
null
28.999899
Urban
Comprehensive
1
14
614
5
2023-01-08 15:21:39.178918
Good
No
Daily
Apartment
622
27,389
34
Male
87,817
Married
2
Master's
Unemployed
19.302693
Suburban
Premium
1
14
585
2
2019-12-24 15:21:39.236064
Poor
Yes
Monthly
Condo
4,519
27,390
22
Female
44,393
Married
4
PhD
Unemployed
11.098288
Urban
Comprehensive
null
11
324
2
2022-10-01 15:21:39.175719
Average
Yes
Daily
House
653
27,391
57
Female
5,516
Single
4
Bachelor's
null
37.284928
Suburban
Basic
0
17
663
4
2020-05-03 15:21:39.251142
Average
No
Weekly
House
1,223
27,392
62
Female
42,735
null
2
PhD
null
43.182721
Urban
Comprehensive
0
2
634
7
2020-01-09 15:21:39.172097
Poor
No
Monthly
Condo
584
27,393
24
Male
92,684
Divorced
3
Master's
Employed
18.799829
Rural
Premium
1
9
847
1
2020-11-02 15:21:39.237118
Average
No
Rarely
Condo
196
27,394
64
Female
100,619
Single
1
Bachelor's
null
25.57773
Urban
Premium
2
14
null
5
2021-09-12 15:21:39.080440
Average
No
Monthly
Condo
2,682
27,395
54
Male
25,211
Single
2
PhD
null
40.341467
Rural
Basic
2
16
679
8
2021-08-16 15:21:39.155231
Poor
No
Weekly
Condo
1,074
27,396
43
Male
31,008
Single
1
PhD
null
21.443901
Suburban
Comprehensive
1
4
467
9
2023-08-29 15:21:39.104139
Average
Yes
Monthly
Apartment
34
27,397
31
Female
4,400
Divorced
null
PhD
Unemployed
49.638403
Suburban
Comprehensive
null
1
551
1
2024-04-23 15:21:39.228521
Good
Yes
Weekly
Condo
2,214
27,398
60
Female
20,892
Married
null
Master's
null
34.945284
Urban
Premium
null
17
694
5
2020-11-14 15:21:39.264504
Average
Yes
Monthly
House
1,603
27,399
61
Male
23,620
Divorced
3
PhD
Unemployed
12.937121
Suburban
Comprehensive
1
3
794
9
2021-12-13 15:21:39.253660
Poor
Yes
Rarely
Condo
559