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
1,177,900
36
Female
55,231
Single
4
High School
null
26.253626
Suburban
Comprehensive
0
8
578
1
2022-12-04 15:21:39.237118
Average
Yes
Daily
Condo
52
1,177,901
34
Female
39,204
Single
2
Master's
null
18.393134
Rural
Premium
1
4
811
1
2022-04-17 15:21:39.269494
Average
No
Daily
Condo
261
1,177,902
58
Male
27,982
Single
3
High School
null
13.80275
Rural
Basic
2
12
738
1
2022-10-21 15:21:39.271453
Poor
No
Daily
Apartment
1,845
1,177,903
62
Female
38,052
Divorced
3
High School
Self-Employed
12.652217
Rural
Premium
null
16
575
5
2021-09-01 15:21:39.104139
Average
Yes
Monthly
Apartment
538
1,177,904
22
Female
7,058
Divorced
4
Bachelor's
Employed
25.865345
Urban
Comprehensive
null
17
781
5
2021-10-16 15:21:39.155231
Average
No
Rarely
House
662
1,177,905
60
Male
15,471
Single
2
PhD
null
22.496034
Suburban
Basic
null
13
635
5
2021-02-11 15:21:39.281787
Good
No
Daily
House
26
1,177,906
56
Male
4,862
Single
0
PhD
Unemployed
16.272207
Suburban
Basic
3
14
567
2
2023-06-23 15:21:39.170099
Average
No
Daily
Condo
1,085
1,177,907
49
Male
40,540
Married
3
Bachelor's
Employed
12.848658
Rural
Basic
1
8
548
2
2021-08-26 15:21:39.274993
Average
Yes
Daily
House
1,420
1,177,908
23
Female
1,429
Married
2
High School
Employed
10.272884
Urban
Basic
2
0
null
7
2020-01-10 15:21:39.155231
Average
No
Rarely
Apartment
2,611
1,177,909
27
Female
45,754
Single
2
Master's
Self-Employed
null
Suburban
Basic
0
11
644
1
2020-05-24 15:21:39.194829
Poor
Yes
Rarely
Apartment
2,750
1,177,910
45
Female
29,759
Single
1
Master's
Unemployed
30.390773
Suburban
Premium
1
16
609
5
2022-04-20 15:21:39.276901
Average
Yes
Monthly
Condo
556
1,177,911
64
Female
25,528
Single
4
Master's
Self-Employed
22.309637
Suburban
Premium
1
0
789
8
2021-02-08 15:21:39.276901
Poor
No
Monthly
House
857
1,177,912
55
Male
67,873
Divorced
2
Master's
null
23.243967
Rural
Premium
0
18
568
3
2023-01-22 15:21:39.155231
Good
Yes
Rarely
Apartment
358
1,177,913
29
Female
73,623
Divorced
2
PhD
Self-Employed
29.079042
Urban
Premium
0
11
687
9
2019-10-16 15:21:39.100695
Poor
Yes
Rarely
House
2,288
1,177,914
53
Female
85,567
Single
4
Bachelor's
Employed
null
Urban
Basic
1
10
null
1
2021-02-13 15:21:39.285112
Good
No
Weekly
Condo
1,864
1,177,915
20
Male
5,362
Divorced
3
Bachelor's
Employed
24.967106
Suburban
Comprehensive
1
15
493
7
2023-11-11 15:21:39.276901
Poor
Yes
Weekly
House
529
1,177,916
52
Male
1,135
Divorced
0
Master's
Unemployed
20.838553
Rural
Comprehensive
1
19
466
5
2021-03-27 15:21:39.233998
Good
Yes
Monthly
Condo
1,508
1,177,917
20
Male
6,870
Married
null
Bachelor's
Employed
23.068456
Rural
Premium
0
18
727
1
2021-08-22 15:21:39.102694
Good
Yes
Monthly
House
1,407
1,177,918
null
Female
20,720
Single
0
PhD
Unemployed
34.992313
Rural
Comprehensive
1
0
501
4
2024-01-22 15:21:39.107553
Poor
Yes
Rarely
Condo
3,993
1,177,919
60
Male
44,954
Married
4
High School
Unemployed
46.253526
Suburban
Premium
null
1
482
5
2021-07-11 15:21:39.134960
Good
Yes
Daily
Apartment
1,018
1,177,920
null
Female
39,883
Single
0
PhD
Unemployed
29.814752
Suburban
Comprehensive
1
5
442
4
2023-08-24 15:21:39.177724
Poor
Yes
Daily
Condo
722
1,177,921
53
Male
40,226
Single
3
PhD
Employed
40.510066
Urban
Premium
0
3
687
7
2022-07-22 15:21:39.134960
Good
No
Rarely
House
833
1,177,922
57
Male
10,173
Divorced
2
Master's
Self-Employed
28.28396
Urban
Premium
null
12
581
2
2023-09-17 15:21:39.134960
Average
No
Weekly
Condo
1,204
1,177,923
61
Female
8,404
null
3
High School
Employed
16.881994
Rural
Comprehensive
0
19
405
6
2024-05-22 15:21:39.155231
Poor
Yes
Daily
Apartment
1,753
1,177,924
28
Male
11,927
Divorced
0
Bachelor's
null
50.284844
Suburban
Premium
2
7
732
7
2023-09-12 15:21:39.168099
Poor
No
Daily
Condo
637
1,177,925
52
Male
26,862
Single
4
PhD
null
17.897959
Urban
Comprehensive
null
17
607
9
2020-04-06 15:21:39.134960
Good
No
Daily
House
1,421
1,177,926
37
Male
11,937
Married
1
Bachelor's
null
19.691574
Urban
Premium
null
3
663
1
2022-12-25 15:21:39.143708
Average
Yes
Rarely
Apartment
2,342
1,177,927
23
Female
14,053
Divorced
1
Bachelor's
Employed
15.939682
Suburban
Comprehensive
0
8
531
4
2023-12-10 15:21:39.246098
Poor
Yes
Monthly
Condo
1,068
1,177,928
31
Female
7,061
Married
1
Bachelor's
Unemployed
13.567211
Rural
Premium
1
0
643
1
2020-04-05 15:21:39.155231
Good
No
Daily
Apartment
1,264
1,177,929
41
Male
122,715
Divorced
1
High School
Unemployed
38.751479
Urban
Comprehensive
0
14
458
8
2022-12-17 15:21:39.190215
Good
No
Weekly
Condo
49
1,177,930
40
Male
18,340
Single
3
Master's
Unemployed
22.591358
Rural
Premium
0
13
693
9
2021-08-19 15:21:39.155231
Poor
Yes
Weekly
Condo
735
1,177,931
35
Female
18,509
Divorced
2
Master's
Unemployed
23.81602
Rural
Comprehensive
null
3
807
4
2020-10-25 15:21:39.155231
Good
No
Rarely
Apartment
1,086
1,177,932
47
Male
1,455
Divorced
4
PhD
Employed
46.918502
Rural
Basic
2
6
null
6
2021-10-07 15:21:39.228521
Poor
No
Weekly
Apartment
810
1,177,933
49
Male
2,373
Single
2
Master's
null
11.170967
Suburban
Premium
2
8
474
7
2020-12-19 15:21:39.164044
Poor
Yes
Daily
Condo
1,816
1,177,934
36
Female
1,139
Single
1
Master's
Self-Employed
43.813338
Suburban
Comprehensive
null
16
477
2
2024-04-28 15:21:39.173834
Average
No
Weekly
Apartment
855
1,177,935
64
Female
23,981
Divorced
1
PhD
Self-Employed
23.928667
Suburban
Basic
0
8
575
8
2021-07-16 15:21:39.171102
Average
No
Daily
Apartment
671
1,177,936
58
Female
4,891
Married
4
Master's
Employed
25.884814
Urban
Premium
1
4
509
9
2021-10-05 15:21:39.087123
Poor
Yes
Weekly
House
723
1,177,937
63
Male
72,974
Single
0
PhD
null
14.792943
Urban
Basic
0
13
358
2
2024-08-11 15:21:39.130190
null
Yes
Rarely
House
1,873
1,177,938
50
Male
7,837
Divorced
0
Master's
Self-Employed
22.829109
Urban
Basic
1
19
749
9
2023-07-08 15:21:39.237118
Average
No
Rarely
Apartment
603
1,177,939
50
Female
38,509
Single
4
Master's
Employed
46.569779
Suburban
Comprehensive
1
7
636
2
2023-09-21 15:21:39.255696
Poor
Yes
Monthly
House
1,099
1,177,940
44
Male
31,079
null
4
High School
Self-Employed
22.979494
Urban
Comprehensive
null
10
null
3
2023-08-21 15:21:39.097737
Average
Yes
Monthly
House
1,615
1,177,941
64
Male
46,290
Married
0
PhD
null
41.898826
Urban
Premium
0
5
377
8
2021-09-15 15:21:39.132191
Poor
No
Weekly
House
2,630
1,177,942
56
Male
5,942
Single
0
Master's
Unemployed
14.182519
Suburban
Basic
2
9
782
6
2023-01-07 15:21:39.231531
Average
No
Rarely
House
477
1,177,943
31
Male
534
Divorced
0
High School
null
48.452067
Rural
Basic
0
3
393
3
2023-10-20 15:21:39.147735
null
Yes
Daily
Condo
3,995
1,177,944
24
Female
16,254
Divorced
3
Master's
null
null
Rural
Basic
null
15
703
1
2022-09-02 15:21:39.186212
Average
No
Weekly
Apartment
1,224
1,177,945
64
Male
1,839
Single
0
PhD
Unemployed
null
Suburban
Premium
0
15
null
4
2019-11-17 15:21:39.092127
Good
Yes
Daily
Apartment
538
1,177,946
41
Male
25,235
Married
0
High School
null
22.123501
Rural
Premium
2
6
723
4
2023-04-28 15:21:39.283783
Good
Yes
Rarely
House
343
1,177,947
62
Male
26,961
Divorced
1
PhD
Self-Employed
9.812757
Rural
Basic
0
7
541
9
2019-09-03 15:21:39.272456
Poor
Yes
Monthly
House
788
1,177,948
48
Female
44,374
Divorced
1
PhD
Unemployed
27.35667
Rural
Premium
null
10
831
6
2024-04-03 15:21:39.134960
Good
No
Weekly
Apartment
1,423
1,177,949
43
Female
3,424
Married
4
Master's
Employed
44.671607
Suburban
Basic
2
10
694
9
2023-10-13 15:21:39.155231
Poor
Yes
Daily
Apartment
1,038
1,177,950
39
Male
26,682
Married
1
Bachelor's
null
29.377629
Rural
Comprehensive
0
9
839
4
2023-09-18 15:21:39.204790
Poor
No
Rarely
Apartment
1,089
1,177,951
33
Male
33,853
Married
0
High School
null
8.922886
Urban
Premium
null
5
null
9
2023-07-07 15:21:39.096739
Average
No
Weekly
Apartment
559
1,177,952
58
Male
15,641
Single
0
High School
Employed
32.24333
Suburban
Comprehensive
1
4
805
1
2022-05-13 15:21:39.132191
Average
No
Daily
House
1,073
1,177,953
32
Female
487
Divorced
4
Bachelor's
Employed
27.967227
Suburban
Comprehensive
0
10
null
9
2019-09-04 15:21:39.081504
Poor
No
Daily
Apartment
1,489
1,177,954
36
Female
37,659
Married
1
PhD
Unemployed
24.588934
Rural
Basic
null
17
519
9
2022-07-20 15:21:39.226954
Good
No
Daily
Apartment
1,414
1,177,955
22
Male
47,931
Married
1
Bachelor's
Self-Employed
22.938009
Urban
Premium
0
18
352
4
2020-02-17 15:21:39.081504
Poor
No
Weekly
Condo
233
1,177,956
20
Female
32,078
Single
4
PhD
null
16.735345
Rural
Premium
0
6
790
7
2024-04-03 15:21:39.256696
Poor
Yes
Monthly
Condo
129
1,177,957
64
Female
1,569
Single
2
PhD
null
18.826609
Suburban
Premium
1
12
581
8
2020-09-06 15:21:39.185215
Poor
No
Rarely
Apartment
2,456
1,177,958
49
Female
54,732
Married
1
High School
Unemployed
26.78651
Suburban
Premium
0
15
846
8
2022-12-13 15:21:39.155231
Poor
No
Daily
Apartment
48
1,177,959
43
Male
13,337
Single
0
Bachelor's
Unemployed
22.78878
Suburban
Comprehensive
1
15
758
7
2023-08-28 15:21:39.252145
Poor
No
Weekly
Apartment
1,740
1,177,960
33
Male
19,221
Married
0
High School
null
25.623414
Suburban
Comprehensive
null
9
647
8
2024-07-21 15:21:39.114118
Average
No
Daily
Apartment
446
1,177,961
56
Male
93,315
Single
3
Master's
Self-Employed
15.75554
Suburban
Basic
null
0
662
3
2019-11-19 15:21:39.273973
Average
Yes
Daily
Condo
3,579
1,177,962
20
Female
34,647
Single
null
High School
Self-Employed
43.223518
Rural
Basic
null
17
692
2
2021-07-05 15:21:39.194829
Poor
No
Daily
Apartment
524
1,177,963
34
Female
44,335
Divorced
0
High School
Employed
22.828677
Rural
Basic
1
9
791
7
2021-08-02 15:21:39.091080
Good
Yes
Rarely
Apartment
439
1,177,964
64
Female
43,714
Married
4
Master's
Self-Employed
15.689624
Rural
Comprehensive
null
12
523
9
2023-05-19 15:21:39.095696
Average
No
Monthly
Condo
813
1,177,965
45
Female
15,380
Divorced
0
High School
null
25.074511
Suburban
Comprehensive
null
0
481
7
2020-03-02 15:21:39.172097
Good
No
Monthly
Condo
2,156
1,177,966
51
Male
21,419
Single
0
High School
Employed
43.163873
Urban
Basic
null
5
694
4
2022-03-08 15:21:39.155231
Average
No
Rarely
House
1,370
1,177,967
38
Male
3,546
Divorced
4
Master's
null
35.751656
Suburban
Premium
0
7
709
7
2020-02-12 15:21:39.100695
Good
Yes
Monthly
Condo
25
1,177,968
63
Male
25,392
Single
1
Master's
Unemployed
24.569936
Rural
Comprehensive
1
14
641
6
2023-03-15 15:21:39.266452
Poor
No
Monthly
Condo
2,111
1,177,969
38
Male
102,914
Divorced
1
PhD
Self-Employed
28.390601
Urban
Basic
1
1
398
1
2022-10-21 15:21:39.205850
Good
No
Rarely
House
2,915
1,177,970
50
Female
67,532
Single
4
Bachelor's
Unemployed
12.446626
Urban
Basic
1
0
373
9
2021-12-07 15:21:39.288099
Average
Yes
Monthly
House
1,368
1,177,971
39
Male
3,168
Divorced
2
Bachelor's
Self-Employed
25.926736
Urban
Comprehensive
0
3
458
6
2023-09-12 15:21:39.181605
Average
Yes
Rarely
Apartment
618
1,177,972
21
Male
43,871
Divorced
4
High School
null
21.750036
Urban
Basic
1
12
null
2
2023-09-27 15:21:39.155231
Poor
Yes
Weekly
House
1,167
1,177,973
60
Male
1,322
Divorced
3
High School
null
39.879212
Suburban
Basic
0
19
662
5
2020-12-29 15:21:39.134960
Good
Yes
Rarely
Condo
2,610
1,177,974
56
Male
35,593
Single
null
Bachelor's
Employed
20.757862
Suburban
Basic
null
0
761
1
2023-09-19 15:21:39.260856
Poor
Yes
Daily
Apartment
382
1,177,975
51
Male
31,148
Divorced
3
Bachelor's
Self-Employed
14.283548
Rural
Basic
2
0
837
4
2020-08-20 15:21:39.192212
Average
No
Daily
Apartment
556
1,177,976
60
Male
27,189
Married
4
High School
Unemployed
null
Urban
Premium
0
9
751
6
2023-12-25 15:21:39.132191
Average
No
Monthly
Condo
704
1,177,977
25
Male
10,892
Single
1
High School
null
41.486779
Rural
Comprehensive
2
19
599
5
2024-05-07 15:21:39.085129
Good
No
Rarely
Apartment
1,593
1,177,978
27
Female
18,194
Married
1
PhD
Self-Employed
21.879057
Urban
Premium
null
6
433
1
2021-06-30 15:21:39.184157
Poor
No
Daily
House
1,403
1,177,979
42
Female
45,927
Single
3
PhD
Unemployed
18.00496
Suburban
Comprehensive
1
5
311
7
2023-11-22 15:21:39.237118
Good
Yes
Weekly
Condo
553
1,177,980
38
Male
44,771
Single
3
Bachelor's
Employed
9.926552
Rural
Comprehensive
null
3
null
8
2022-07-04 15:21:39.237118
Good
Yes
Weekly
Condo
2,463
1,177,981
37
Female
44,987
Married
1
PhD
Employed
10.926209
Rural
Comprehensive
0
0
null
6
2023-07-27 15:21:39.204201
Good
Yes
Weekly
Condo
1,938
1,177,982
49
Male
30,984
Single
4
Master's
Unemployed
28.976352
Urban
Comprehensive
null
0
null
6
2024-04-07 15:21:39.134960
Average
Yes
Daily
Condo
514
1,177,983
19
Male
null
Divorced
1
High School
Employed
4.967108
Urban
Comprehensive
1
13
628
7
2022-06-18 15:21:39.189223
null
Yes
Daily
Apartment
360
1,177,984
60
Female
55,502
Married
1
PhD
null
47.474517
Urban
Basic
null
14
506
3
2020-08-28 15:21:39.285112
Average
Yes
Rarely
Apartment
2,682
1,177,985
34
Female
95,933
Married
0
Bachelor's
Self-Employed
41.938953
Suburban
Basic
null
3
316
9
2024-06-05 15:21:39.237118
Poor
Yes
Monthly
Apartment
1,461
1,177,986
21
Male
26,113
Single
3
Bachelor's
null
35.926278
Urban
Comprehensive
null
8
644
3
2023-11-28 15:21:39.095696
Poor
No
Daily
Apartment
1,220
1,177,987
24
Male
null
Single
2
Master's
null
37.723943
Suburban
Comprehensive
2
12
757
6
2021-08-23 15:21:39.087123
Good
No
Weekly
Apartment
420
1,177,988
33
Male
31,003
Divorced
null
Bachelor's
null
7.265051
Rural
Comprehensive
0
8
539
6
2023-04-15 15:21:39.123711
Average
No
Daily
Condo
488
1,177,989
25
Female
96,681
Single
0
Bachelor's
Unemployed
31.39001
Rural
Premium
null
9
331
6
2022-07-17 15:21:39.268507
Good
No
Monthly
Condo
827
1,177,990
38
Female
71,656
Single
1
Bachelor's
null
37.529069
Rural
Premium
1
17
346
6
2023-08-23 15:21:39.237118
Average
Yes
Weekly
Apartment
1,714
1,177,991
49
Male
43,778
Divorced
2
Bachelor's
Self-Employed
7.90835
Urban
Basic
1
0
709
7
2023-11-04 15:21:39.196387
Average
No
Monthly
House
1,219
1,177,992
53
Female
18,091
Married
4
PhD
null
null
Urban
Premium
1
3
812
4
2024-07-02 15:21:39.236064
Good
No
Rarely
Apartment
1,310
1,177,993
42
Female
7,430
Married
3
PhD
Self-Employed
27.858195
Urban
Premium
null
13
567
9
2021-06-21 15:21:39.123711
Average
No
Daily
House
522
1,177,994
49
Female
78
Married
2
Bachelor's
Self-Employed
28.835397
Suburban
Premium
null
2
445
6
2023-11-22 15:21:39.237118
null
No
Weekly
House
781
1,177,995
25
Female
16,054
Single
1
Bachelor's
Self-Employed
22.270626
Urban
Basic
1
2
518
3
2023-08-27 15:21:39.134960
Poor
Yes
Monthly
House
431
1,177,996
53
Male
2,562
Single
0
Bachelor's
Unemployed
19.507417
Suburban
Comprehensive
0
8
507
4
2022-03-13 15:21:39.222387
Poor
No
Daily
Apartment
798
1,177,997
51
Male
36,216
Married
1
PhD
Self-Employed
19.772814
Suburban
Premium
1
14
678
2
2021-02-27 15:21:39.191219
Good
Yes
Daily
Apartment
2,765
1,177,998
27
Female
20,961
Divorced
0
Master's
Employed
16.907263
Urban
Basic
1
12
null
6
2022-10-15 15:21:39.134960
Poor
No
Monthly
House
548
1,177,999
51
Female
1,035
Married
1
Bachelor's
Self-Employed
29.878598
Urban
Basic
null
8
809
3
2022-03-15 15:21:39.276901
null
Yes
Weekly
Apartment
1,320