id
int64
0
1.2M
Age
float64
18
64
Gender
stringclasses
2 values
Annual Income
float64
1
150k
Marital Status
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3 values
Number of Dependents
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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
10,900
25
Female
8,098
Single
null
Master's
Employed
25.959142
Urban
Comprehensive
0
9
785
4
2020-02-09 15:21:39.237118
Poor
Yes
Weekly
House
478
10,901
45
Male
46,360
Married
3
PhD
Unemployed
18.858958
Rural
Premium
0
13
456
1
2021-08-29 15:21:39.272456
Good
No
Rarely
House
839
10,902
52
Female
26,850
Married
0
Master's
null
25.846466
Urban
Comprehensive
null
13
695
6
2023-12-18 15:21:39.192212
Poor
No
Rarely
Apartment
904
10,903
29
Female
24,224
Divorced
1
Master's
Unemployed
44.436837
Suburban
Comprehensive
null
6
582
1
2021-11-26 15:21:39.237118
Poor
Yes
Rarely
Condo
481
10,904
46
Male
30,228
Divorced
3
Bachelor's
null
19.93717
Urban
Basic
1
12
576
5
2019-11-02 15:21:39.188220
Good
No
Weekly
House
1,878
10,905
54
Male
13,950
Divorced
1
High School
null
24.726952
Rural
Premium
null
17
705
9
2021-11-29 15:21:39.289099
Average
No
Daily
Condo
2,458
10,906
53
Male
38,991
Single
1
Bachelor's
Self-Employed
50.811474
Rural
Comprehensive
0
12
693
3
2023-12-21 15:21:39.098696
Average
No
Weekly
Condo
861
10,907
30
Female
29,759
Single
0
High School
null
29.452836
Suburban
Comprehensive
null
18
785
4
2021-09-09 15:21:39.111551
Poor
No
Rarely
Apartment
522
10,908
22
Female
3,076
Divorced
0
High School
Employed
38.753622
Rural
Comprehensive
1
18
642
4
2022-08-04 15:21:39.132191
Average
Yes
Monthly
Condo
220
10,909
35
Male
14,894
Single
1
High School
null
6.098598
Suburban
Comprehensive
1
0
635
6
2020-05-10 15:21:39.152732
Poor
Yes
Rarely
Apartment
1,284
10,910
51
Male
26,395
Single
null
Master's
null
23.48143
Urban
Basic
0
11
null
6
2022-11-06 15:21:39.285112
Good
Yes
Monthly
Apartment
2,526
10,911
55
Female
14,072
Divorced
2
High School
Unemployed
21.859632
Rural
Basic
3
0
581
5
2021-06-11 15:21:39.094752
Good
Yes
Daily
Condo
623
10,912
18
Female
51,313
Married
0
High School
Unemployed
25.788808
Suburban
Basic
1
8
357
7
2022-05-21 15:21:39.091080
Average
Yes
Monthly
House
2,892
10,913
63
Male
null
Divorced
0
Bachelor's
Employed
5.858135
Suburban
Premium
0
10
431
9
2020-12-15 15:21:39.185215
null
No
Daily
Condo
1,191
10,914
38
Female
106,859
Married
2
PhD
Employed
null
Rural
Comprehensive
null
7
482
1
2024-07-29 15:21:39.219432
Poor
Yes
Rarely
House
542
10,915
22
Male
45,982
Single
0
High School
Employed
39.784844
Rural
Comprehensive
3
5
804
1
2020-08-08 15:21:39.092127
Average
Yes
Rarely
Apartment
583
10,916
36
Female
65,866
Single
1
PhD
Unemployed
11.087336
Urban
Premium
1
6
366
9
2019-12-07 15:21:39.151732
Poor
Yes
Monthly
Condo
1,376
10,917
41
Female
37,400
Divorced
0
Bachelor's
Self-Employed
24.269549
Rural
Basic
null
4
657
4
2022-02-12 15:21:39.175719
Average
Yes
Rarely
Apartment
450
10,918
34
Male
47,872
Single
null
Master's
null
17.88236
Urban
Comprehensive
3
16
522
3
2020-08-02 15:21:39.181605
Poor
Yes
Rarely
Apartment
1,854
10,919
35
Female
66,987
Single
4
High School
null
21.753486
Rural
Premium
3
10
null
3
2023-03-19 15:21:39.155231
null
No
Monthly
House
1,156
10,920
62
Male
40,339
Divorced
2
High School
null
17.040623
Urban
Comprehensive
1
2
547
3
2023-09-14 15:21:39.285112
Good
Yes
Weekly
Condo
662
10,921
41
Female
17,779
Married
2
Bachelor's
Employed
10.057098
Suburban
Comprehensive
null
9
849
9
2021-07-10 15:21:39.116179
Poor
Yes
Monthly
Apartment
1,156
10,922
58
Female
46,826
Divorced
4
PhD
Employed
19.88809
Rural
Basic
2
12
390
5
2019-11-29 15:21:39.202448
Good
No
Monthly
Condo
1,411
10,923
57
Male
null
Divorced
4
PhD
Unemployed
21.959265
Urban
Comprehensive
null
19
null
4
2022-05-10 15:21:39.264504
Poor
Yes
Daily
Apartment
216
10,924
28
Female
17,094
Divorced
null
High School
null
22.779825
Urban
Basic
2
3
836
1
2023-02-06 15:21:39.134960
Average
Yes
Daily
Apartment
130
10,925
54
Female
33,247
Married
0
Bachelor's
Employed
45.745847
Rural
Comprehensive
1
9
694
9
2021-07-01 15:21:39.111551
Good
Yes
Monthly
Apartment
963
10,926
30
Male
24,486
Single
null
PhD
null
13.09284
Urban
Premium
null
18
617
9
2022-10-19 15:21:39.282785
Good
No
Daily
Condo
2,566
10,927
60
Male
2,121
Married
1
PhD
Employed
13.818287
Suburban
Premium
null
10
424
9
2021-03-03 15:21:39.145732
Poor
No
Daily
House
192
10,928
31
Female
8,831
Married
0
High School
null
29.122319
Urban
Premium
1
15
761
4
2021-12-13 15:21:39.134960
Average
Yes
Daily
Condo
452
10,929
61
Female
61,381
Divorced
0
Master's
Self-Employed
9.979144
Urban
Comprehensive
0
2
481
8
2021-10-21 15:21:39.231531
Good
Yes
Rarely
Apartment
320
10,930
31
Male
43,959
Married
2
High School
null
29.865361
Suburban
Comprehensive
null
6
513
1
2022-05-20 15:21:39.134960
Poor
Yes
Weekly
Apartment
714
10,931
23
Male
16,042
Married
4
Master's
Unemployed
3.83219
Urban
Comprehensive
0
9
781
4
2022-07-03 15:21:39.155231
Poor
No
Monthly
Apartment
659
10,932
45
Female
23,982
Divorced
0
PhD
Unemployed
21.817305
Rural
Premium
1
15
595
3
2021-07-30 15:21:39.170099
Good
Yes
Daily
House
1,160
10,933
42
Male
25,791
Divorced
4
PhD
Self-Employed
13.496735
Suburban
Basic
2
13
697
5
2023-11-30 15:21:39.202448
Average
Yes
Daily
Condo
603
10,934
19
Male
11,535
Single
2
Bachelor's
null
18.746999
Rural
Comprehensive
1
9
470
7
2023-01-27 15:21:39.176717
Poor
Yes
Monthly
House
984
10,935
53
Female
25,169
Single
2
Master's
Self-Employed
45.527084
Rural
Basic
null
7
null
1
2023-12-20 15:21:39.086123
Average
No
Daily
Apartment
816
10,936
54
Female
121,447
Married
4
Bachelor's
Self-Employed
43.646516
Rural
Premium
null
15
405
1
2020-04-24 15:21:39.250151
Poor
No
Monthly
Condo
549
10,937
31
Male
11,916
Married
3
PhD
Unemployed
43.769443
Rural
Premium
null
14
600
5
2020-01-22 15:21:39.155231
Average
No
Rarely
Apartment
1,732
10,938
28
Female
30,598
Married
0
High School
null
11.093635
Rural
Comprehensive
0
5
709
3
2021-09-29 15:21:39.282785
Good
No
Weekly
Apartment
60
10,939
45
Male
137,450
Divorced
1
PhD
Unemployed
45.222558
Rural
Premium
3
4
736
6
2022-07-13 15:21:39.283783
Average
Yes
Rarely
Apartment
2,165
10,940
21
Female
45,348
Married
4
Master's
Unemployed
11.699818
Suburban
Basic
1
1
573
6
2023-05-28 15:21:39.286113
Average
No
Weekly
House
1,857
10,941
25
Female
5,872
Divorced
0
Bachelor's
null
50.177843
Urban
Comprehensive
0
19
644
3
2024-06-14 15:21:39.233998
Poor
No
Monthly
Condo
467
10,942
41
Male
18,307
Divorced
4
Bachelor's
null
27.091867
Urban
Premium
1
10
703
8
2024-03-28 15:21:39.122134
Poor
Yes
Daily
Condo
3,924
10,943
46
Female
12,891
Divorced
2
Bachelor's
Self-Employed
19.067251
Rural
Comprehensive
1
15
841
5
2022-08-21 15:21:39.237118
Good
Yes
Weekly
Apartment
3,040
10,944
29
Female
null
Single
2
High School
Unemployed
15.717216
Suburban
Comprehensive
null
3
410
7
2023-05-29 15:21:39.237118
Good
Yes
Monthly
House
1,149
10,945
28
Male
2,906
Single
3
Master's
Self-Employed
34.390713
Rural
Basic
1
8
379
2
2020-09-08 15:21:39.092127
Good
No
Monthly
House
58
10,946
62
Male
20,644
Single
1
Bachelor's
Employed
48.18359
Rural
Basic
3
5
null
2
2024-04-25 15:21:39.149731
Poor
Yes
Monthly
House
1,124
10,947
48
Male
8,098
Married
2
Bachelor's
Unemployed
25.646069
Urban
Basic
0
1
515
1
2022-06-01 15:21:39.151732
Average
Yes
Daily
Condo
563
10,948
54
Male
35,330
Single
4
Master's
null
10.086467
Urban
Basic
0
8
609
2
2020-10-19 15:21:39.155231
Good
Yes
Rarely
Apartment
1,551
10,949
null
Female
14,094
Married
1
Bachelor's
null
30.093417
Rural
Comprehensive
null
7
817
2
2023-11-21 15:21:39.133866
Average
No
Monthly
Condo
726
10,950
55
Male
9,082
Married
3
Bachelor's
Employed
32.812138
Rural
Basic
null
0
790
6
2023-11-16 15:21:39.236064
Poor
Yes
Daily
House
860
10,951
62
Male
null
Married
1
Master's
Unemployed
26.598539
Suburban
Premium
null
3
300
1
2022-05-06 15:21:39.235012
Average
Yes
Rarely
Condo
568
10,952
19
Male
16,087
Married
2
Master's
Unemployed
19.836669
Rural
Basic
null
12
null
3
2022-03-14 15:21:39.237118
Poor
Yes
Rarely
House
1,583
10,953
38
Female
33,299
Married
1
Bachelor's
Self-Employed
19.232009
Suburban
Basic
0
5
463
5
2022-08-11 15:21:39.166062
Good
Yes
Monthly
Condo
362
10,954
62
Female
62,234
Married
2
PhD
Unemployed
29.829105
Suburban
Premium
null
14
458
4
2022-02-27 15:21:39.288099
Poor
Yes
Weekly
House
945
10,955
45
Female
6,644
Married
1
Bachelor's
Unemployed
31.826141
Urban
Comprehensive
1
10
713
9
2020-07-14 15:21:39.134960
Good
Yes
Weekly
Condo
666
10,956
35
Female
43,686
Single
1
Master's
Employed
29.6607
Suburban
Comprehensive
null
12
null
2
2019-09-11 15:21:39.231531
Good
No
Monthly
Condo
2,429
10,957
62
Female
8,053
Divorced
null
PhD
Unemployed
21.638687
Urban
Premium
2
5
null
5
2022-03-18 15:21:39.134960
Average
Yes
Monthly
Apartment
685
10,958
55
Female
49,984
Single
0
PhD
Employed
28.60232
Suburban
Comprehensive
2
16
489
6
2019-10-10 15:21:39.155231
Average
Yes
Monthly
House
2,540
10,959
28
Male
2,495
Married
0
Bachelor's
null
19.937223
Urban
Premium
null
12
713
1
2021-07-05 15:21:39.256696
Poor
No
Daily
Condo
26
10,960
64
Male
35,859
Married
0
PhD
Employed
18.783856
Suburban
Basic
null
7
null
7
2020-01-19 15:21:39.274993
Poor
Yes
Daily
House
1,048
10,961
61
Male
72,796
Single
null
High School
null
32.937611
Rural
Premium
0
5
436
9
2024-01-26 15:21:39.237118
Good
No
Monthly
Apartment
461
10,962
49
Male
2,361
Divorced
3
Bachelor's
Employed
18.332278
Suburban
Basic
null
11
449
7
2020-12-27 15:21:39.097737
null
Yes
Rarely
Apartment
3,347
10,963
23
Female
25,776
Married
2
PhD
null
22.838226
Suburban
Comprehensive
null
7
null
9
2024-03-02 15:21:39.144722
null
No
Monthly
House
1,581
10,964
29
Female
null
Single
3
PhD
null
20.312929
Rural
Comprehensive
2
4
453
7
2021-07-04 15:21:39.186212
Poor
No
Daily
Apartment
1,146
10,965
19
Female
10,127
Single
2
PhD
Employed
11.788535
Rural
Comprehensive
1
15
693
9
2023-09-13 15:21:39.194829
Average
No
Rarely
Condo
2,075
10,966
24
Female
6,407
Single
3
High School
Employed
49.281275
Suburban
Comprehensive
0
18
405
7
2024-03-31 15:21:39.145732
Good
Yes
Daily
Apartment
441
10,967
28
Female
72,387
Divorced
3
Bachelor's
Employed
36.682048
Urban
Comprehensive
1
18
412
2
2021-07-23 15:21:39.279729
Average
Yes
Rarely
Apartment
128
10,968
41
Male
14,097
Single
4
PhD
Unemployed
14.618525
Suburban
Comprehensive
0
3
548
1
2021-08-09 15:21:39.171102
Poor
Yes
Rarely
Apartment
792
10,969
48
Female
33,466
Married
0
PhD
Employed
35.846015
Suburban
Comprehensive
1
19
null
4
2020-04-14 15:21:39.093681
Average
No
Weekly
House
485
10,970
21
Female
47,414
Single
4
Master's
Employed
41.08431
Rural
Basic
null
11
310
2
2023-08-07 15:21:39.092127
Average
No
Weekly
Condo
2,108
10,971
26
Male
81,267
Divorced
0
PhD
null
20.828989
Suburban
Premium
1
7
779
1
2021-06-06 15:21:39.121169
null
Yes
Rarely
Apartment
2,674
10,972
39
Female
43,813
Divorced
0
Bachelor's
Self-Employed
35.695989
Rural
Basic
0
16
510
6
2021-08-13 15:21:39.114118
Poor
No
Daily
House
1,342
10,973
18
Male
4,834
Married
2
Bachelor's
Employed
49.867783
Rural
Basic
0
17
507
1
2024-04-10 15:21:39.259788
Good
No
Monthly
Apartment
1,874
10,974
23
Male
579
Single
4
Master's
Unemployed
40.383677
Urban
Comprehensive
1
0
463
4
2022-04-06 15:21:39.237118
Poor
Yes
Daily
House
1,053
10,975
23
Male
16,643
Divorced
0
Master's
null
null
Urban
Basic
0
14
482
6
2023-12-31 15:21:39.209847
Average
Yes
Weekly
Condo
757
10,976
31
Female
24,682
Divorced
0
Master's
Self-Employed
null
Suburban
Comprehensive
1
19
784
6
2021-11-17 15:21:39.237118
Poor
No
Daily
Apartment
602
10,977
34
Female
3,420
Married
1
PhD
null
44.240577
Urban
Basic
3
9
791
8
2020-08-25 15:21:39.207847
Good
Yes
Monthly
House
188
10,978
24
Male
9,093
Married
0
High School
Self-Employed
20.828191
Urban
Comprehensive
null
0
481
3
2019-11-04 15:21:39.251142
Poor
No
Daily
House
1,625
10,979
39
Female
40,597
Married
null
PhD
null
23.231428
Suburban
Basic
0
4
443
6
2022-12-20 15:21:39.204790
Good
Yes
Daily
Condo
1,159
10,980
34
Male
106,894
Divorced
2
Bachelor's
null
41.879125
Urban
Premium
null
1
333
2
2022-03-28 15:21:39.122134
Poor
No
Daily
Apartment
2,003
10,981
39
Male
2,592
Single
3
High School
Unemployed
41.459881
Urban
Comprehensive
0
1
417
7
2023-03-26 15:21:39.146733
Good
Yes
Weekly
Condo
943
10,982
27
Female
254
Single
null
Master's
null
18.041192
Suburban
Basic
0
6
389
2
2021-11-30 15:21:39.123711
Poor
Yes
Weekly
Apartment
359
10,983
37
Female
17,289
Married
2
High School
Unemployed
36.797425
Rural
Premium
null
8
null
4
2019-11-15 15:21:39.116179
Poor
Yes
Weekly
House
711
10,984
40
Male
17,160
Single
2
High School
Self-Employed
12.682378
Urban
Premium
null
12
732
5
2022-03-21 15:21:39.155231
Average
Yes
Monthly
Condo
568
10,985
44
Male
24,894
Single
2
Bachelor's
Self-Employed
33.676987
Urban
Comprehensive
null
11
713
4
2023-12-22 15:21:39.155231
Good
No
Monthly
House
534
10,986
31
Male
1,555
Single
1
High School
Self-Employed
25.795518
Urban
Basic
null
18
328
9
2023-05-16 15:21:39.261856
null
No
Weekly
House
146
10,987
55
Male
58,521
Married
4
Bachelor's
Self-Employed
12.333437
Suburban
Basic
null
5
733
8
2020-11-06 15:21:39.226954
Average
No
Weekly
House
183
10,988
29
Female
36,688
Married
2
Bachelor's
null
21.534221
Rural
Premium
2
17
531
4
2024-08-07 15:21:39.122134
Average
Yes
Rarely
Apartment
909
10,989
25
Female
66,117
Divorced
1
High School
Employed
25.713837
Suburban
Comprehensive
1
5
717
9
2023-11-20 15:21:39.274993
Average
Yes
Rarely
Apartment
179
10,990
61
Male
5,894
Divorced
4
PhD
Employed
5.913482
Suburban
Comprehensive
null
18
null
3
2021-07-27 15:21:39.155231
Average
Yes
Monthly
Condo
2,125
10,991
56
Female
247
Single
1
PhD
Self-Employed
42.316816
Urban
Basic
0
14
null
2
2019-08-22 15:21:39.126661
Poor
Yes
Rarely
Condo
751
10,992
33
Female
57,859
Single
4
Master's
null
49.912984
Suburban
Basic
null
6
431
8
2023-06-12 15:21:39.155231
Average
No
Monthly
Apartment
464
10,993
23
Male
9,981
null
1
Bachelor's
Self-Employed
28.868597
Urban
Comprehensive
null
0
504
2
2024-07-26 15:21:39.225916
Average
No
Monthly
Apartment
1,418
10,994
38
Male
85,479
Divorced
2
PhD
null
10.783498
Urban
Basic
null
6
798
9
2021-06-28 15:21:39.174719
Good
Yes
Daily
Apartment
143
10,995
55
Female
39,425
Married
0
Bachelor's
Self-Employed
null
Urban
Basic
1
15
559
3
2023-12-28 15:21:39.228521
Poor
No
Daily
House
1,006
10,996
23
Male
45,988
Single
1
Master's
null
42.420118
Suburban
Basic
null
9
757
1
2021-06-19 15:21:39.134960
Good
Yes
Rarely
House
631
10,997
21
Female
2,307
Married
4
Bachelor's
Employed
17.165827
Suburban
Premium
0
9
331
5
2021-02-06 15:21:39.108562
Good
Yes
Daily
House
832
10,998
36
Female
15,175
Divorced
2
High School
Unemployed
15.980018
Rural
Comprehensive
null
17
342
3
2021-12-04 15:21:39.250151
null
No
Monthly
Apartment
4,661
10,999
46
Male
659
Married
3
Bachelor's
null
42.944464
Rural
Comprehensive
null
7
408
8
2023-09-09 15:21:39.134960
null
No
Weekly
Apartment
712