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
1,163,900
51
Male
43,653
Single
4
Bachelor's
Self-Employed
12.912755
Suburban
Basic
null
19
460
7
2021-07-01 15:21:39.237118
Average
No
Rarely
Condo
191
1,163,901
63
Male
20,510
Married
0
PhD
Unemployed
20.828754
Rural
Comprehensive
1
13
469
7
2021-04-09 15:21:39.247098
Average
Yes
Weekly
House
1,159
1,163,902
34
Male
37,807
Single
null
Master's
Unemployed
46.79254
Suburban
Comprehensive
null
10
396
1
2021-10-04 15:21:39.155231
Good
Yes
Weekly
Apartment
1,497
1,163,903
36
Male
496
null
4
Bachelor's
null
28.3658
Urban
Basic
0
13
510
1
2023-11-30 15:21:39.134960
Average
Yes
Daily
House
799
1,163,904
46
Female
34,205
Divorced
2
PhD
null
29.816114
Urban
Premium
0
10
828
2
2023-07-07 15:21:39.134960
Average
No
Monthly
Apartment
1,574
1,163,905
49
Male
29,702
Divorced
null
High School
Self-Employed
20.797877
Urban
Comprehensive
null
14
730
6
2023-03-17 15:21:39.082499
Poor
Yes
Daily
Apartment
1,094
1,163,906
49
Male
8,794
Married
2
Bachelor's
Unemployed
25.865809
Suburban
Comprehensive
null
14
534
3
2023-06-22 15:21:39.267454
Good
No
Weekly
House
874
1,163,907
47
Male
9,197
Divorced
null
High School
null
6.677583
Suburban
Premium
null
16
null
8
2021-10-12 15:21:39.134960
Average
Yes
Monthly
House
901
1,163,908
34
Female
71,815
Single
1
Bachelor's
null
26.907856
Suburban
Basic
1
15
749
9
2020-12-22 15:21:39.094752
Average
Yes
Daily
Condo
303
1,163,909
18
Male
null
Single
4
PhD
Employed
28.643525
Rural
Premium
0
18
null
6
2020-12-09 15:21:39.126661
Average
Yes
Weekly
Condo
72
1,163,910
58
Male
13,565
Married
1
PhD
Unemployed
39.868255
Urban
Basic
0
14
454
2
2021-10-29 15:21:39.109552
Average
Yes
Daily
House
1,249
1,163,911
47
Female
null
Single
1
Master's
Self-Employed
29.039778
Rural
Comprehensive
1
10
423
2
2023-08-29 15:21:39.147735
null
Yes
Rarely
House
2,167
1,163,912
25
Female
12,061
Married
3
Bachelor's
Employed
39.08641
Suburban
Basic
1
5
562
9
2024-05-19 15:21:39.253660
Average
Yes
Rarely
Apartment
1,421
1,163,913
20
Male
87,791
Married
3
PhD
Unemployed
25.912669
Rural
Basic
0
7
781
7
2022-05-04 15:21:39.155231
Good
Yes
Rarely
House
264
1,163,914
63
Male
61,701
Divorced
0
High School
Employed
14.122871
Suburban
Basic
0
8
440
6
2020-02-05 15:21:39.255696
Average
Yes
Weekly
Condo
1,735
1,163,915
58
Female
16,076
Married
4
PhD
null
23.33691
Rural
Premium
null
10
659
7
2020-04-07 15:21:39.155231
Average
Yes
Weekly
Apartment
690
1,163,916
40
Male
22,897
Married
null
Master's
null
22.82446
Urban
Comprehensive
1
11
824
3
2022-09-08 15:21:39.107553
Good
Yes
Daily
Apartment
714
1,163,917
50
Male
94,024
Married
2
PhD
Unemployed
null
Suburban
Comprehensive
1
14
467
1
2023-03-26 15:21:39.134960
Good
Yes
Monthly
Condo
969
1,163,918
47
Female
15,198
Divorced
0
PhD
Employed
42.551807
Suburban
Premium
2
4
816
9
2024-06-13 15:21:39.286113
Good
No
Rarely
Apartment
1,067
1,163,919
56
Male
72,250
Single
2
PhD
Employed
17.695074
Urban
Basic
null
11
449
7
2020-08-08 15:21:39.237118
Poor
Yes
Daily
Condo
1,479
1,163,920
27
Male
9,078
Single
3
High School
null
9.423956
Suburban
Premium
1
18
718
9
2023-01-15 15:21:39.155231
Poor
No
Monthly
Condo
1,097
1,163,921
21
Female
20,651
Divorced
3
PhD
null
21.933796
Urban
Comprehensive
0
0
562
4
2022-04-13 15:21:39.289099
Poor
No
Monthly
Apartment
884
1,163,922
57
Female
71,259
Married
null
Bachelor's
Employed
32.571317
Urban
Premium
1
6
310
6
2021-03-09 15:21:39.265513
Poor
No
Rarely
Apartment
1,091
1,163,923
57
Male
18,550
Married
2
High School
Unemployed
22.691209
Rural
Premium
null
3
null
7
2023-07-12 15:21:39.084065
Poor
No
Daily
Apartment
728
1,163,924
54
Male
50,876
Married
4
Bachelor's
null
18.634312
Suburban
Premium
0
13
360
3
2022-11-08 15:21:39.155231
Average
No
Weekly
Apartment
1,695
1,163,925
18
Male
40,540
Divorced
2
PhD
Employed
14.730423
Urban
Premium
null
16
614
7
2021-05-19 15:21:39.247098
Average
No
Daily
House
703
1,163,926
26
Female
2,526
Married
0
PhD
Unemployed
null
Rural
Premium
1
3
null
2
2024-02-15 15:21:39.252145
null
Yes
Weekly
Condo
1,521
1,163,927
62
Female
1,422
Divorced
2
PhD
Self-Employed
27.982121
Suburban
Comprehensive
null
3
793
8
2024-04-20 15:21:39.155231
Average
Yes
Weekly
House
2,272
1,163,928
50
Male
16,751
Single
1
PhD
Employed
17.498619
Rural
Premium
0
14
542
7
2022-11-23 15:21:39.190215
Average
Yes
Monthly
Condo
744
1,163,929
29
Female
50,633
Single
null
PhD
Self-Employed
23.394524
Rural
Basic
2
1
null
9
2023-06-16 15:21:39.199447
Poor
Yes
Monthly
House
2,558
1,163,930
54
Male
26,625
Single
3
Master's
Employed
24.381907
Rural
Premium
2
17
603
9
2019-08-29 15:21:39.084065
Good
Yes
Monthly
House
998
1,163,931
30
Male
15,556
Divorced
1
High School
Employed
37.891679
Suburban
Premium
0
6
784
4
2022-06-05 15:21:39.252145
Average
No
Daily
House
1,131
1,163,932
56
Female
12,881
Divorced
0
PhD
null
19.279859
Suburban
Basic
0
12
578
4
2020-11-25 15:21:39.285112
Average
No
Monthly
Apartment
1,161
1,163,933
38
Male
34,239
Married
4
Bachelor's
Self-Employed
26.151077
Suburban
Comprehensive
2
18
null
8
2021-05-19 15:21:39.194829
Poor
No
Daily
House
100
1,163,934
25
Female
17,175
Married
3
Master's
Unemployed
34.845452
Rural
Premium
null
5
null
3
2024-02-28 15:21:39.276901
Average
No
Monthly
Condo
34
1,163,935
64
Female
2,414
Divorced
0
Bachelor's
null
14.018619
Rural
Basic
1
7
555
5
2024-07-05 15:21:39.252145
Average
Yes
Monthly
Apartment
2,630
1,163,936
32
Male
46,779
Married
2
Master's
Self-Employed
32.697629
Urban
Premium
3
12
397
2
2022-10-14 15:21:39.190215
Good
Yes
Daily
Condo
710
1,163,937
49
Female
2,495
Married
null
Master's
Unemployed
25.744137
Urban
Basic
null
11
333
6
2023-01-09 15:21:39.143708
Poor
Yes
Rarely
Apartment
1,083
1,163,938
24
Male
17,850
Married
0
Bachelor's
Unemployed
null
Suburban
Premium
1
6
583
9
2020-03-09 15:21:39.228521
Good
No
Daily
House
818
1,163,939
39
Male
10,145
Divorced
0
High School
null
28.126676
Rural
Basic
1
10
585
7
2019-09-28 15:21:39.261856
Good
Yes
Rarely
Condo
1,535
1,163,940
54
Male
45,982
Married
2
PhD
Self-Employed
19.392569
Rural
Basic
null
12
513
4
2021-08-02 15:21:39.222387
Poor
Yes
Rarely
House
649
1,163,941
38
Male
16,054
Divorced
3
Bachelor's
Self-Employed
27.646626
Urban
Premium
2
9
708
1
2020-10-20 15:21:39.237118
Good
No
Monthly
Condo
517
1,163,942
61
Female
39,766
Divorced
null
High School
Unemployed
33.603874
Urban
Basic
0
12
758
1
2023-11-28 15:21:39.152732
null
Yes
Monthly
Apartment
1,089
1,163,943
52
Male
45,529
Single
0
High School
null
35.90826
Suburban
Basic
null
11
442
1
2021-08-05 15:21:39.091080
Poor
Yes
Rarely
House
742
1,163,944
18
Male
93,840
Divorced
1
Bachelor's
Self-Employed
26.247361
Rural
Premium
1
3
695
7
2023-12-21 15:21:39.102694
Average
Yes
Monthly
Apartment
100
1,163,945
51
Male
44,799
Divorced
2
High School
Unemployed
null
Suburban
Premium
null
13
null
8
2020-08-25 15:21:39.194829
Good
No
Daily
House
607
1,163,946
42
Male
54,950
Divorced
3
Master's
Self-Employed
51.72585
Urban
Basic
null
0
501
2
2021-02-02 15:21:39.212862
Poor
No
Monthly
Apartment
75
1,163,947
45
Male
9,222
Single
3
High School
Employed
17.642007
Rural
Basic
null
4
532
9
2022-06-05 15:21:39.134960
Average
No
Monthly
House
1,544
1,163,948
56
Female
null
Married
0
PhD
Unemployed
12.096924
Rural
Basic
2
17
413
8
2020-06-04 15:21:39.202448
Poor
No
Daily
Condo
744
1,163,949
28
Female
29,505
Single
2
Bachelor's
Unemployed
27.416959
Rural
Comprehensive
0
4
644
8
2019-12-06 15:21:39.288099
Average
Yes
Rarely
Apartment
755
1,163,950
20
Male
5,814
Divorced
4
High School
Employed
25.337837
Urban
Premium
null
15
842
7
2022-11-20 15:21:39.214388
Average
No
Monthly
House
2,660
1,163,951
19
Male
10,048
Married
4
High School
null
24.59419
Rural
Premium
null
6
683
4
2021-05-18 15:21:39.155231
Good
No
Rarely
Apartment
2,089
1,163,952
57
Female
718
Single
2
Bachelor's
Self-Employed
32.443718
Suburban
Comprehensive
null
16
666
6
2020-01-22 15:21:39.199447
Poor
No
Daily
Apartment
2,836
1,163,953
45
Male
17,098
Divorced
null
PhD
Unemployed
34.638126
Suburban
Comprehensive
0
12
492
4
2019-12-16 15:21:39.237118
null
No
Daily
Condo
1,140
1,163,954
44
Female
85,367
Single
0
Master's
Unemployed
45.274703
Urban
Comprehensive
2
11
324
5
2020-03-02 15:21:39.114118
Average
Yes
Monthly
House
426
1,163,955
18
Female
38,729
Single
0
PhD
null
null
Suburban
Basic
1
3
672
9
2020-04-15 15:21:39.173834
Poor
Yes
Rarely
Condo
683
1,163,956
54
Male
71,137
Single
3
PhD
null
19.923698
Rural
Comprehensive
2
13
388
2
2022-02-15 15:21:39.134960
Good
No
Weekly
Apartment
789
1,163,957
32
Male
91,583
Divorced
4
Master's
Self-Employed
13.908236
Suburban
Comprehensive
null
9
462
1
2020-07-18 15:21:39.221386
Poor
Yes
Rarely
Apartment
1,935
1,163,958
25
Male
2,819
Married
1
Master's
Unemployed
28.858961
Urban
Basic
0
17
495
6
2021-11-04 15:21:39.155231
Average
Yes
Rarely
House
466
1,163,959
30
Female
6,051
Single
2
Bachelor's
Self-Employed
16.988367
Rural
Premium
2
14
618
5
2020-05-29 15:21:39.155231
Average
No
Rarely
House
25
1,163,960
30
Male
17,058
Single
2
High School
Employed
33.889919
Suburban
Premium
2
0
658
3
2020-11-02 15:21:39.267454
Good
Yes
Rarely
House
801
1,163,961
20
Female
56,573
Married
3
Bachelor's
Unemployed
20.838293
Suburban
Basic
1
6
472
1
2021-03-08 15:21:39.110557
Poor
Yes
Rarely
Apartment
1,889
1,163,962
34
Female
70,554
Single
0
PhD
Self-Employed
51.496858
Urban
Basic
null
1
434
4
2020-06-17 15:21:39.237118
Poor
No
Daily
Condo
2,610
1,163,963
56
Female
83,803
Single
1
Master's
Self-Employed
30.496079
Rural
Premium
1
10
432
9
2020-01-13 15:21:39.249100
Good
Yes
Weekly
House
396
1,163,964
61
Female
27,311
Single
3
Bachelor's
Self-Employed
17.120848
Suburban
Basic
1
16
503
9
2019-11-21 15:21:39.134960
null
No
Monthly
Condo
1,613
1,163,965
33
Male
25,984
Single
4
Master's
Unemployed
null
Suburban
Basic
1
11
null
7
2022-08-24 15:21:39.130190
Good
Yes
Weekly
House
1,795
1,163,966
58
Male
1,335
Divorced
0
PhD
null
null
Urban
Comprehensive
2
1
511
7
2023-11-03 15:21:39.180553
Good
Yes
Monthly
Apartment
518
1,163,967
59
Male
11,118
Married
1
Master's
Employed
null
Suburban
Basic
1
9
602
7
2020-02-21 15:21:39.143708
Good
No
Weekly
House
649
1,163,968
34
Male
18,231
Single
1
PhD
Self-Employed
28.999862
Urban
Basic
null
1
317
5
2020-02-29 15:21:39.166062
Average
Yes
Weekly
Apartment
2,360
1,163,969
60
Male
55,853
Single
3
PhD
null
null
Rural
Basic
2
4
479
3
2020-09-13 15:21:39.222387
Poor
No
Daily
Condo
26
1,163,970
39
Male
73,516
Married
3
Bachelor's
Employed
20.285934
Urban
Basic
1
1
353
5
2020-08-03 15:21:39.175719
Average
No
Daily
Condo
578
1,163,971
47
Female
59,867
Married
1
High School
null
35.448836
Rural
Premium
null
4
635
1
2023-08-03 15:21:39.155231
Good
No
Monthly
Condo
52
1,163,972
32
Female
23,131
Married
0
PhD
null
38.693205
Rural
Comprehensive
1
18
719
7
2023-04-16 15:21:39.155231
Average
No
Daily
Apartment
659
1,163,973
44
Female
132,327
Single
1
Bachelor's
null
39.92668
Rural
Basic
0
15
null
1
2024-04-27 15:21:39.224915
Good
Yes
Daily
House
112
1,163,974
18
Male
5,019
Married
null
Bachelor's
Self-Employed
20.82365
Rural
Comprehensive
null
14
576
1
2021-04-12 15:21:39.215386
Poor
Yes
Monthly
Condo
1,295
1,163,975
24
Male
43,475
Divorced
1
Master's
Self-Employed
26.858502
Urban
Premium
0
15
662
9
2021-09-12 15:21:39.272456
Good
No
Weekly
Condo
591
1,163,976
40
Male
35,628
Married
0
Bachelor's
null
31.189848
Urban
Premium
3
6
847
9
2022-10-23 15:21:39.134960
null
Yes
Weekly
Condo
356
1,163,977
18
Male
92,441
Single
2
PhD
null
19.734908
Rural
Comprehensive
0
13
467
6
2022-10-09 15:21:39.132191
null
No
Daily
Condo
472
1,163,978
28
Female
126,518
Divorced
0
Master's
Unemployed
5.716463
Suburban
Basic
2
14
523
2
2023-05-05 15:21:39.237118
Good
Yes
Daily
Apartment
2,155
1,163,979
22
Female
5,814
Married
0
Bachelor's
Unemployed
34.653976
Rural
Basic
0
9
null
2
2023-04-04 15:21:39.172097
Poor
No
Weekly
Apartment
487
1,163,980
27
Female
12,880
Married
4
Master's
null
23.49335
Rural
Premium
3
10
null
6
2019-10-06 15:21:39.131192
Average
Yes
Rarely
House
1,747
1,163,981
60
Male
29,137
Divorced
1
Master's
Employed
18.898553
Urban
Basic
0
1
null
4
2021-10-31 15:21:39.154008
Average
No
Weekly
House
1,854
1,163,982
18
Male
10,144
Married
4
Bachelor's
Unemployed
14.126614
Suburban
Premium
null
9
774
5
2024-02-26 15:21:39.134960
Average
Yes
Monthly
Condo
856
1,163,983
28
Male
471
Divorced
0
Bachelor's
null
26.840599
Rural
Basic
3
15
763
5
2024-04-27 15:21:39.204790
Poor
Yes
Weekly
Apartment
1,563
1,163,984
32
Female
930
Divorced
3
Bachelor's
Self-Employed
15.817751
Rural
Basic
0
9
378
5
2024-01-05 15:21:39.155231
null
No
Monthly
House
1,149
1,163,985
46
Male
2,759
Divorced
4
Master's
Employed
7.622655
Rural
Premium
1
14
387
6
2024-04-28 15:21:39.226954
Average
No
Rarely
House
2,140
1,163,986
29
Female
10,541
Married
null
Bachelor's
null
39.823652
Urban
Premium
1
8
694
3
2023-02-28 15:21:39.210805
Poor
No
Weekly
House
2,240
1,163,987
22
Female
901
Divorced
2
High School
Employed
13.937161
Rural
Basic
null
4
685
8
2021-10-28 15:21:39.134960
Poor
No
Weekly
House
35
1,163,988
18
Female
20,649
Married
null
High School
Employed
20.166779
Urban
Comprehensive
0
18
667
1
2023-08-21 15:21:39.259788
Poor
No
Monthly
House
1,034
1,163,989
34
Male
6,961
null
4
High School
null
15.120571
Suburban
Comprehensive
0
13
685
3
2022-12-12 15:21:39.204790
Good
Yes
Weekly
Condo
2,040
1,163,990
34
Male
31,627
Single
3
High School
Employed
44.445939
Rural
Comprehensive
2
19
330
1
2022-03-16 15:21:39.191219
Average
No
Daily
Apartment
587
1,163,991
44
Male
51,180
Married
2
PhD
Employed
null
Suburban
Premium
null
18
833
6
2024-08-14 15:21:39.155231
Average
No
Weekly
House
37
1,163,992
23
Male
3,911
Married
3
Bachelor's
null
null
Rural
Comprehensive
null
13
810
6
2024-05-16 15:21:39.155231
Good
Yes
Weekly
Condo
783
1,163,993
28
Female
55,748
Married
2
Bachelor's
Employed
25.013656
Urban
Comprehensive
null
18
391
9
2020-07-28 15:21:39.092127
Good
No
Weekly
Condo
654
1,163,994
36
Female
19,577
Divorced
4
Bachelor's
Unemployed
25.038411
Urban
Comprehensive
3
6
706
7
2023-01-03 15:21:39.080440
Poor
No
Weekly
Condo
264
1,163,995
63
Female
20,862
Married
1
Master's
Employed
45.715921
Suburban
Premium
3
13
null
9
2022-06-07 15:21:39.237118
Average
Yes
Weekly
House
571
1,163,996
20
Male
40,619
Divorced
1
Master's
Self-Employed
15.162228
Suburban
Comprehensive
null
5
776
5
2021-10-30 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,086
1,163,997
34
Female
20,961
Single
2
Bachelor's
Self-Employed
23.086816
Urban
Premium
0
17
718
6
2021-01-23 15:21:39.164044
Average
Yes
Daily
Condo
50
1,163,998
24
Female
24,376
Married
1
Bachelor's
Self-Employed
25.569202
Suburban
Comprehensive
2
19
799
3
2022-09-19 15:21:39.237118
Average
Yes
Rarely
Condo
111
1,163,999
48
Female
724
Divorced
1
Master's
Unemployed
43.555746
Rural
Basic
2
2
null
6
2021-06-14 15:21:39.091080
Poor
No
Daily
Condo
1,128