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
29,900
37
Female
30,804
Single
3
Master's
null
47.059664
Suburban
Premium
0
16
792
8
2023-05-12 15:21:39.132191
Average
Yes
Monthly
Apartment
442
29,901
48
Male
4,406
Divorced
1
PhD
Unemployed
5.843199
Rural
Premium
null
17
629
8
2019-08-22 15:21:39.180553
Good
Yes
Daily
House
2,145
29,902
48
Female
57,561
Married
3
Master's
null
32.452381
Rural
Comprehensive
0
17
328
1
2020-05-19 15:21:39.134960
Poor
No
Weekly
Condo
956
29,903
26
Male
14,537
Married
4
High School
Employed
14.884086
Urban
Premium
2
14
557
9
2024-08-12 15:21:39.143708
Average
Yes
Weekly
Condo
903
29,904
61
Male
36,442
Married
4
Bachelor's
null
18.8897
Suburban
Comprehensive
1
18
432
4
2022-01-25 15:21:39.134960
Poor
No
Weekly
Condo
858
29,905
50
Male
60,593
Married
2
High School
Employed
7.928282
Rural
Premium
1
9
null
7
2022-04-15 15:21:39.279729
Average
Yes
Monthly
House
382
29,906
18
Female
54,713
Divorced
1
High School
Unemployed
17.985309
Urban
Comprehensive
2
0
303
1
2019-12-24 15:21:39.237118
null
No
Daily
Apartment
618
29,907
20
Male
664
Divorced
1
High School
Self-Employed
null
Suburban
Comprehensive
0
11
null
2
2022-08-15 15:21:39.134960
Average
Yes
Monthly
House
1,332
29,908
35
Female
25,818
Single
null
Master's
null
48.580063
Suburban
Premium
null
4
776
7
2024-01-02 15:21:39.125660
Good
No
Weekly
House
446
29,909
33
Female
3,565
Married
2
Master's
Unemployed
30.811179
Urban
Premium
1
12
788
3
2022-01-14 15:21:39.285112
Average
No
Monthly
Condo
2,104
29,910
63
Female
28,897
Single
3
High School
Employed
16.3108
Suburban
Basic
2
16
431
2
2020-10-21 15:21:39.205850
Poor
Yes
Weekly
Apartment
1,149
29,911
46
Female
2,495
Married
2
High School
Self-Employed
24.786083
Rural
Basic
null
16
443
9
2021-11-01 15:21:39.208842
Poor
No
Weekly
Apartment
891
29,912
null
Female
1,322
Single
2
Bachelor's
Unemployed
null
Urban
Premium
0
2
691
6
2023-01-20 15:21:39.186212
Average
No
Monthly
House
1,129
29,913
55
Female
23,708
Single
1
High School
Self-Employed
8.294618
Rural
Basic
null
13
786
8
2021-03-27 15:21:39.134960
Good
Yes
Weekly
Condo
1,257
29,914
29
Female
31,006
Divorced
4
High School
Self-Employed
18.834269
Rural
Premium
1
12
646
2
2021-07-06 15:21:39.176717
Average
Yes
Monthly
Condo
498
29,915
64
Male
27,984
Single
3
Master's
Employed
null
Suburban
Comprehensive
2
5
637
7
2022-02-06 15:21:39.100695
Average
Yes
Monthly
House
542
29,916
39
Female
36,073
Divorced
1
PhD
Self-Employed
28.913102
Suburban
Premium
0
12
699
2
2019-09-03 15:21:39.272456
Average
Yes
Rarely
Condo
707
29,917
50
Male
13,141
Divorced
3
High School
Self-Employed
27.813829
Rural
Premium
3
13
312
5
2023-05-23 15:21:39.237118
Poor
Yes
Daily
Apartment
25
29,918
27
Female
25,168
Single
4
Bachelor's
Unemployed
null
Suburban
Basic
0
17
null
9
2021-03-05 15:21:39.134960
Average
Yes
Daily
House
931
29,919
20
Male
25,677
Divorced
0
Bachelor's
null
20.092032
Urban
Comprehensive
5
6
348
6
2023-10-05 15:21:39.117183
Average
Yes
Daily
House
831
29,920
23
Female
88,939
Married
2
Master's
Employed
12.946454
Rural
Comprehensive
1
17
435
6
2019-09-03 15:21:39.155231
Poor
Yes
Rarely
House
33
29,921
43
Male
16,408
Single
0
Master's
null
18.586694
Suburban
Comprehensive
0
4
396
6
2019-10-12 15:21:39.174719
Average
Yes
Daily
Apartment
1,149
29,922
43
Female
16,054
Single
4
Master's
null
46.774937
Rural
Premium
3
17
785
9
2023-01-07 15:21:39.086123
Good
No
Rarely
Apartment
1,290
29,923
58
Female
103,033
Divorced
1
Bachelor's
null
15.917107
Suburban
Premium
1
12
449
3
2020-04-11 15:21:39.128286
Poor
Yes
Weekly
House
45
29,924
38
Female
126,009
null
0
PhD
Self-Employed
34.169737
Rural
Basic
null
16
779
5
2023-05-02 15:21:39.224915
Good
Yes
Weekly
Condo
2,267
29,925
48
Female
6,832
Single
1
Master's
Self-Employed
34.79582
Rural
Basic
3
19
774
8
2024-02-27 15:21:39.237118
Good
No
Rarely
Condo
1,452
29,926
62
Male
40,881
Divorced
4
Master's
null
43.769604
Urban
Comprehensive
null
4
null
2
2022-08-22 15:21:39.086123
Good
No
Daily
House
1,335
29,927
58
Female
141,326
Married
0
Bachelor's
null
null
Suburban
Basic
0
12
568
9
2023-10-18 15:21:39.083497
Good
Yes
Weekly
Condo
2,077
29,928
55
Male
18,286
Married
3
Bachelor's
Employed
11.72645
Suburban
Comprehensive
1
18
624
8
2024-06-16 15:21:39.090124
Good
No
Weekly
House
1,752
29,929
36
Female
73,989
Divorced
0
PhD
Employed
21.825749
Urban
Premium
2
12
null
5
2020-10-27 15:21:39.134960
Poor
No
Daily
Apartment
160
29,930
61
Male
63,564
Single
4
Bachelor's
Employed
19.351817
Suburban
Basic
null
0
767
5
2020-11-26 15:21:39.082499
Good
No
Monthly
House
4,331
29,931
38
Male
77,412
Single
4
Bachelor's
Unemployed
16.35789
Rural
Premium
null
5
638
8
2022-02-18 15:21:39.289099
Poor
No
Weekly
House
220
29,932
18
Male
null
Married
0
PhD
Self-Employed
23.881916
Urban
Comprehensive
2
16
456
2
2020-12-28 15:21:39.223901
Poor
Yes
Monthly
House
25
29,933
42
Male
5,897
Married
0
Bachelor's
Employed
16.816392
Rural
Comprehensive
0
4
627
9
2024-07-30 15:21:39.092127
Poor
Yes
Daily
Condo
731
29,934
40
Male
24,032
Married
3
Bachelor's
Unemployed
13.658536
Urban
Comprehensive
0
19
599
8
2022-02-20 15:21:39.102694
Average
No
Weekly
Apartment
1,755
29,935
34
Male
6,725
Divorced
null
Master's
Self-Employed
49.396088
Rural
Comprehensive
3
2
818
2
2024-05-21 15:21:39.199447
Average
Yes
Weekly
Condo
731
29,936
45
Female
15,704
Married
1
PhD
Unemployed
42.582306
Urban
Premium
0
5
738
8
2022-08-18 15:21:39.155231
Average
Yes
Daily
House
663
29,937
54
Male
73,099
Married
4
High School
null
22.478701
Rural
Premium
1
9
382
8
2022-03-15 15:21:39.245086
Average
Yes
Monthly
House
2,064
29,938
29
Male
5,913
Married
2
Bachelor's
Self-Employed
null
Suburban
Premium
1
7
711
1
2021-09-14 15:21:39.155231
Poor
Yes
Monthly
House
599
29,939
42
Female
4,240
Single
0
PhD
Self-Employed
39.694466
Suburban
Basic
0
7
580
4
2024-01-07 15:21:39.091080
Poor
Yes
Rarely
House
327
29,940
36
Male
124,683
Married
2
High School
Self-Employed
26.393411
Suburban
Comprehensive
1
7
316
7
2023-02-22 15:21:39.196387
Good
Yes
Daily
Apartment
193
29,941
44
Female
14,526
Married
1
High School
Self-Employed
20.865159
Rural
Comprehensive
0
2
539
9
2020-04-06 15:21:39.187211
Good
No
Monthly
Apartment
1,063
29,942
35
Male
20,676
Single
0
PhD
Self-Employed
36.405526
Suburban
Comprehensive
null
1
788
2
2019-12-01 15:21:39.244069
Good
Yes
Rarely
Apartment
1,173
29,943
25
Male
13,982
Married
3
High School
Employed
31.995843
Suburban
Premium
0
18
551
8
2022-06-14 15:21:39.093681
Average
Yes
Daily
Apartment
1,314
29,944
61
Male
7,843
Single
3
PhD
Self-Employed
19.93576
Suburban
Comprehensive
1
9
719
3
2023-03-22 15:21:39.155231
Good
Yes
Rarely
Condo
827
29,945
48
Female
94,555
Married
3
PhD
Self-Employed
22.380143
Urban
Premium
null
2
321
4
2023-07-29 15:21:39.129190
Poor
Yes
Daily
House
1,745
29,946
35
Male
124,712
Single
3
Bachelor's
null
47.984669
Urban
Premium
0
15
436
4
2022-05-06 15:21:39.129190
Poor
No
Rarely
Apartment
1,221
29,947
null
Male
73,479
Single
2
Bachelor's
null
28.037206
Urban
Premium
1
16
393
6
2021-04-30 15:21:39.208842
Good
Yes
Daily
House
1,805
29,948
53
Male
7,894
Married
3
Bachelor's
null
38.592997
Rural
Comprehensive
1
4
587
1
2021-07-10 15:21:39.122134
Good
No
Rarely
House
1,624
29,949
47
Female
2,037
Married
2
Bachelor's
null
51.929127
Rural
Basic
null
3
null
9
2023-08-20 15:21:39.191219
Poor
Yes
Weekly
Apartment
2,314
29,950
39
Male
29,190
Married
0
High School
Employed
26.637854
Rural
Premium
0
8
710
5
2021-07-25 15:21:39.134960
Good
No
Weekly
House
462
29,951
20
Female
45,279
Divorced
2
High School
null
25.898649
Urban
Premium
2
6
725
8
2024-04-21 15:21:39.237118
Good
No
Daily
Apartment
532
29,952
57
Female
104,036
Married
0
Bachelor's
Self-Employed
7.946554
Urban
Comprehensive
0
2
453
4
2022-07-29 15:21:39.129190
Good
No
Weekly
Condo
3,129
29,953
48
Male
11,115
Divorced
0
Bachelor's
Unemployed
23.617913
Rural
Premium
0
7
765
8
2023-11-24 15:21:39.155231
Average
No
Monthly
Apartment
213
29,954
35
Male
35,136
Married
1
High School
Employed
20.547649
Urban
Basic
0
10
596
9
2024-06-26 15:21:39.144722
Good
Yes
Rarely
Apartment
1,734
29,955
50
Female
4,358
Married
null
PhD
Unemployed
29.906348
Rural
Premium
1
11
588
4
2022-09-22 15:21:39.129190
null
No
Monthly
House
355
29,956
51
Male
104,231
Single
4
High School
Unemployed
28.90749
Suburban
Premium
0
4
629
9
2020-10-12 15:21:39.155231
Average
Yes
Monthly
House
215
29,957
54
Male
16,053
Divorced
1
High School
null
33.838249
Urban
Premium
0
15
null
7
2020-11-09 15:21:39.283783
Good
Yes
Rarely
House
631
29,958
21
Male
6,823
Divorced
4
Bachelor's
Self-Employed
14.474524
Rural
Basic
null
13
313
5
2021-07-17 15:21:39.180553
Good
No
Monthly
Condo
2,952
29,959
44
Male
12,898
Divorced
3
High School
null
34.73561
Urban
Basic
null
3
754
3
2021-10-15 15:21:39.155231
Average
Yes
Daily
House
684
29,960
26
Male
28,377
Married
2
PhD
null
14.16973
Suburban
Comprehensive
0
17
579
3
2019-11-04 15:21:39.168099
Poor
No
Rarely
House
3,244
29,961
30
Female
5,517
Divorced
1
PhD
Self-Employed
42.858633
Urban
Basic
null
13
558
5
2023-10-29 15:21:39.249100
Good
Yes
Rarely
House
2,387
29,962
59
Female
63,614
Married
2
High School
Employed
13.994121
Rural
Basic
0
5
722
3
2022-07-12 15:21:39.110557
Poor
No
Weekly
House
346
29,963
20
Female
19,749
Divorced
3
Bachelor's
Unemployed
23.151192
Urban
Basic
null
4
758
9
2022-04-04 15:21:39.218388
null
No
Weekly
House
792
29,964
33
Female
1,229
Married
3
Master's
Employed
22.411726
Rural
Premium
2
0
492
1
2021-04-13 15:21:39.087123
Good
No
Weekly
Condo
2,285
29,965
31
Female
17,174
Divorced
4
PhD
null
12.496059
Rural
Premium
0
18
498
5
2021-12-01 15:21:39.118178
Good
No
Daily
Condo
1,547
29,966
49
Male
9,094
Single
2
PhD
null
10.812562
Suburban
Basic
1
12
694
1
2023-09-02 15:21:39.185215
Poor
No
Monthly
House
542
29,967
40
Female
22,973
Single
0
Master's
Self-Employed
29.379481
Rural
Premium
3
15
617
8
2024-05-17 15:21:39.108562
Poor
No
Weekly
Apartment
772
29,968
18
Male
44,902
Divorced
3
High School
Employed
29.591829
Urban
Basic
null
2
811
8
2023-06-09 15:21:39.155231
Average
No
Rarely
Condo
975
29,969
39
Male
12,779
Single
0
High School
Employed
8.473397
Rural
Basic
1
11
809
1
2021-11-07 15:21:39.155231
Average
No
Monthly
Apartment
26
29,970
23
Male
15,883
Divorced
2
High School
Employed
null
Rural
Premium
0
13
731
3
2022-06-29 15:21:39.164044
Average
No
Rarely
House
812
29,971
33
Female
3,717
Single
2
PhD
Unemployed
24.795211
Rural
Comprehensive
null
15
null
4
2020-01-26 15:21:39.172097
null
Yes
Monthly
Condo
564
29,972
54
Male
23,296
Married
4
Master's
null
19.881745
Urban
Premium
0
19
null
4
2023-03-24 15:21:39.091080
Average
No
Monthly
Condo
731
29,973
29
Male
44,962
Single
4
High School
null
8.974346
Suburban
Comprehensive
null
16
596
4
2023-09-03 15:21:39.175719
Poor
Yes
Rarely
House
1,682
29,974
57
Male
5,730
null
null
Bachelor's
Unemployed
25.638502
Rural
Comprehensive
null
1
null
5
2022-04-07 15:21:39.122134
Poor
No
Monthly
Apartment
2,153
29,975
22
Female
26,259
Single
1
Bachelor's
Employed
9.527058
Urban
Basic
null
15
626
9
2019-09-09 15:21:39.236064
Good
Yes
Monthly
Condo
1,858
29,976
18
Female
24,682
Divorced
0
High School
Self-Employed
50.918135
Urban
Premium
0
2
822
8
2021-05-08 15:21:39.122134
Average
No
Rarely
Apartment
3,106
29,977
61
Female
13,511
Single
0
High School
Unemployed
19.76427
Urban
Basic
1
0
478
7
2021-05-05 15:21:39.126661
Average
Yes
Weekly
Condo
29
29,978
22
Male
52,848
Divorced
4
PhD
Unemployed
null
Urban
Basic
2
16
null
4
2019-12-29 15:21:39.134960
Good
No
Monthly
House
22
29,979
20
Female
84,688
Married
4
Bachelor's
Employed
45.539121
Urban
Comprehensive
null
9
317
9
2022-12-14 15:21:39.205850
Poor
Yes
Monthly
Apartment
28
29,980
54
Male
3,765
Single
1
PhD
Self-Employed
7.878575
Rural
Comprehensive
null
14
704
5
2019-10-21 15:21:39.155231
Average
No
Weekly
House
4,331
29,981
48
Male
null
Married
2
Master's
Employed
5.934897
Rural
Premium
2
3
322
7
2024-05-06 15:21:39.169102
Poor
No
Weekly
Condo
733
29,982
63
Male
25,630
Married
0
Master's
Self-Employed
39.868255
Urban
Comprehensive
0
8
454
2
2019-10-16 15:21:39.192212
Average
No
Weekly
Apartment
2,654
29,983
18
Female
9,071
Single
2
PhD
Employed
36.122826
Urban
Premium
2
6
null
5
2023-06-02 15:21:39.192212
Average
Yes
Weekly
Apartment
27
29,984
19
Female
4,522
Married
3
High School
Unemployed
13.927149
Rural
Comprehensive
null
17
461
1
2022-09-02 15:21:39.176717
Poor
No
Daily
Apartment
546
29,985
55
Female
1,420
Single
1
Master's
Self-Employed
4.689469
Suburban
Basic
null
5
743
2
2021-10-03 15:21:39.134960
null
Yes
Daily
Apartment
790
29,986
55
Male
36,229
Married
1
Master's
Self-Employed
7.23787
Urban
Premium
2
4
634
3
2021-04-12 15:21:39.131192
Poor
Yes
Weekly
Apartment
563
29,987
39
Female
1,809
Married
3
Bachelor's
Unemployed
15.895703
Suburban
Comprehensive
1
19
677
5
2023-12-11 15:21:39.132191
Poor
Yes
Monthly
Apartment
2,701
29,988
45
Female
null
Married
2
PhD
Employed
13.071318
Urban
Premium
null
19
308
5
2021-06-25 15:21:39.134960
Poor
No
Rarely
Condo
1,713
29,989
36
Male
2,909
Single
3
Bachelor's
Self-Employed
null
Rural
Comprehensive
1
5
null
2
2019-11-18 15:21:39.251142
Poor
Yes
Rarely
Apartment
1,016
29,990
25
Male
29,061
Single
3
Bachelor's
null
37.007
Rural
Premium
1
13
319
3
2021-10-29 15:21:39.235012
Average
No
Weekly
Condo
2,947
29,991
18
Male
null
Single
3
Bachelor's
Employed
14.55793
Suburban
Comprehensive
1
0
434
9
2021-05-21 15:21:39.134960
Good
No
Daily
Apartment
716
29,992
57
Male
29,460
Single
4
PhD
Unemployed
12.664365
Suburban
Basic
1
16
531
7
2021-07-17 15:21:39.094752
Average
Yes
Weekly
Condo
881
29,993
47
Male
76,957
Divorced
2
PhD
Self-Employed
46.09907
Rural
Premium
1
2
734
7
2023-03-24 15:21:39.134960
null
Yes
Monthly
House
3,473
29,994
31
Female
31,186
Married
2
Master's
Employed
29.938236
Rural
Comprehensive
0
9
339
2
2024-03-20 15:21:39.180553
Average
Yes
Monthly
Apartment
821
29,995
null
Male
23,015
Divorced
null
High School
Employed
26.257909
Urban
Comprehensive
null
10
678
8
2021-07-28 15:21:39.134960
Good
Yes
Rarely
Condo
1,181
29,996
55
Male
61,342
Single
3
Master's
null
null
Urban
Comprehensive
2
16
591
4
2020-02-24 15:21:39.134960
Good
Yes
Rarely
House
3,031
29,997
44
Female
38,916
Single
3
Master's
null
32.924397
Urban
Premium
1
0
641
1
2023-01-13 15:21:39.192212
Good
Yes
Daily
House
652
29,998
18
Male
27,460
Married
1
Bachelor's
Employed
29.783748
Urban
Comprehensive
null
0
795
1
2021-04-24 15:21:39.120168
Average
No
Monthly
Condo
3,382
29,999
22
Female
1,182
Divorced
null
High School
Employed
35.92909
Rural
Comprehensive
1
1
null
6
2022-11-14 15:21:39.102694
Average
Yes
Weekly
House
2,919