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
35,900
29
Female
40,512
Single
4
Bachelor's
Self-Employed
19.857118
Rural
Comprehensive
null
7
574
7
2023-04-11 15:21:39.084065
Poor
Yes
Daily
House
658
35,901
55
Male
53,845
Married
null
Master's
Self-Employed
null
Urban
Premium
null
17
541
2
2019-11-25 15:21:39.117183
Average
No
Rarely
House
3,453
35,902
34
Male
3,417
Divorced
1
PhD
Self-Employed
14.499989
Urban
Premium
2
12
662
9
2023-11-14 15:21:39.134960
Good
No
Daily
Apartment
1,085
35,903
32
Male
33,285
Married
3
High School
Unemployed
9.71625
Urban
Basic
0
14
741
4
2021-11-26 15:21:39.201446
Average
Yes
Monthly
Apartment
2,206
35,904
63
Female
27,155
Married
2
High School
Employed
41.919228
Suburban
Premium
0
3
796
3
2024-04-27 15:21:39.172097
Good
No
Rarely
Condo
1,570
35,905
45
Female
28,523
Divorced
2
PhD
Self-Employed
16.577856
Suburban
Comprehensive
1
17
746
9
2022-05-24 15:21:39.106582
Average
Yes
Monthly
Condo
248
35,906
49
Male
38,480
Single
1
Bachelor's
Employed
39.261423
Suburban
Premium
null
4
498
6
2021-04-01 15:21:39.132191
Good
Yes
Monthly
Condo
2,981
35,907
45
Female
6,496
Divorced
2
Master's
Unemployed
15.639732
Urban
Basic
null
6
378
7
2024-05-08 15:21:39.270454
Poor
No
Daily
Condo
2,082
35,908
35
Male
17,069
Married
1
PhD
Unemployed
33.912204
Urban
Basic
1
12
615
3
2022-05-29 15:21:39.155231
Good
No
Daily
House
1,170
35,909
39
Male
5,909
Divorced
0
Master's
Unemployed
28.715994
Urban
Comprehensive
2
11
514
1
2020-03-15 15:21:39.288099
Average
No
Daily
Condo
1,270
35,910
44
Male
48,793
Single
2
High School
Employed
51.60661
Suburban
Premium
4
11
647
5
2022-05-13 15:21:39.271453
Poor
Yes
Rarely
Apartment
3,361
35,911
23
Male
22,012
Divorced
2
High School
Self-Employed
18.0714
Rural
Premium
3
1
622
4
2021-01-19 15:21:39.144722
Poor
Yes
Monthly
Condo
668
35,912
31
Female
9,981
Single
4
High School
Employed
23.738849
Urban
Comprehensive
0
2
559
3
2023-08-13 15:21:39.165120
Average
Yes
Daily
House
793
35,913
61
Female
30,372
Single
0
PhD
null
20.849499
Urban
Basic
0
5
576
6
2023-02-23 15:21:39.134960
Poor
Yes
Daily
Apartment
1,731
35,914
null
Female
42,181
Married
1
Master's
Unemployed
16.71144
Urban
Basic
1
7
619
9
2021-08-06 15:21:39.105504
Poor
No
Rarely
Condo
775
35,915
26
Female
113,821
Divorced
3
PhD
Unemployed
20.018031
Suburban
Premium
2
10
446
7
2020-09-24 15:21:39.081504
Poor
No
Weekly
Condo
1,520
35,916
46
Male
131,127
Married
2
PhD
Unemployed
41.859458
Rural
Comprehensive
null
6
null
6
2023-03-08 15:21:39.155231
Poor
Yes
Monthly
Condo
288
35,917
41
Male
35,755
Married
4
Bachelor's
null
43.828822
Suburban
Premium
2
3
623
9
2023-06-18 15:21:39.288099
Average
Yes
Daily
Condo
485
35,918
19
Male
14,991
Single
4
Master's
Self-Employed
44.829669
Suburban
Basic
null
3
752
9
2019-09-23 15:21:39.128286
Good
No
Monthly
Apartment
112
35,919
34
Female
18,078
Divorced
3
Bachelor's
Unemployed
19.037206
Suburban
Comprehensive
1
0
748
6
2021-01-18 15:21:39.134960
Average
No
Rarely
Apartment
728
35,920
null
Female
39,051
Single
2
High School
Employed
34.334565
Rural
Comprehensive
0
2
613
5
2024-03-11 15:21:39.175719
Average
Yes
Weekly
Apartment
1,213
35,921
49
Male
11,997
Single
1
PhD
Unemployed
44.167722
Suburban
Basic
1
10
614
2
2020-10-19 15:21:39.245086
Poor
Yes
Rarely
Apartment
1,298
35,922
48
Male
3,243
Married
null
Master's
null
null
Suburban
Premium
null
12
null
9
2024-04-09 15:21:39.134960
Good
Yes
Weekly
Condo
1,337
35,923
36
Male
42,023
Single
1
High School
Employed
43.615719
Rural
Basic
1
15
515
2
2024-01-10 15:21:39.096739
Poor
Yes
Rarely
Condo
366
35,924
18
Male
40,767
Divorced
2
Bachelor's
Self-Employed
5.673366
Urban
Premium
null
8
751
7
2023-03-01 15:21:39.131192
Poor
Yes
Weekly
House
802
35,925
53
Male
4,046
Married
3
Bachelor's
Employed
40.558801
Rural
Premium
2
8
807
1
2024-07-06 15:21:39.091080
Poor
No
Rarely
Condo
575
35,926
32
Male
20,495
Divorced
1
Master's
Employed
17.97437
Urban
Basic
null
2
566
6
2023-06-27 15:21:39.134960
Poor
No
Weekly
Condo
2,566
35,927
41
Female
15,556
Single
4
Bachelor's
Employed
13.534906
Urban
Basic
1
15
489
4
2022-07-05 15:21:39.237118
Poor
No
Weekly
House
938
35,928
48
Male
72,400
Single
4
High School
Unemployed
48.898615
Suburban
Basic
3
13
799
2
2019-10-15 15:21:39.184157
Average
Yes
Weekly
House
3,450
35,929
null
Female
38,651
Divorced
3
Bachelor's
Self-Employed
48.473774
Suburban
Premium
0
1
543
2
2023-10-23 15:21:39.093681
Poor
No
Weekly
Apartment
1,603
35,930
37
Male
39
Single
2
Bachelor's
Employed
7.939814
Rural
Comprehensive
null
7
607
5
2021-04-19 15:21:39.105504
Good
No
Rarely
House
35
35,931
26
Male
108,294
Divorced
2
PhD
Unemployed
19.622925
Suburban
Premium
2
12
704
1
2021-04-17 15:21:39.235012
Average
No
Daily
Condo
193
35,932
46
Male
2,668
Divorced
4
Bachelor's
Self-Employed
14.24032
Rural
Premium
null
3
542
6
2021-06-26 15:21:39.261856
Poor
Yes
Daily
Apartment
4,921
35,933
55
Female
1,792
Single
0
Master's
Self-Employed
52.990859
Urban
Basic
0
1
810
4
2022-04-08 15:21:39.166062
Poor
No
Daily
Apartment
49
35,934
58
Female
64,865
Divorced
0
Bachelor's
null
8.246678
Urban
Premium
2
14
493
8
2022-03-08 15:21:39.143708
Good
Yes
Monthly
Condo
397
35,935
21
Female
17,663
Divorced
1
Master's
Employed
14.47012
Suburban
Premium
null
13
595
5
2020-03-22 15:21:39.091080
Average
No
Monthly
Apartment
632
35,936
51
Male
36,388
Divorced
0
High School
null
21.926698
Suburban
Comprehensive
0
0
795
4
2024-07-02 15:21:39.204790
Average
Yes
Weekly
Apartment
675
35,937
32
Female
656
Divorced
4
Master's
Unemployed
4.966884
Suburban
Comprehensive
null
12
794
6
2020-05-02 15:21:39.155231
null
Yes
Daily
Apartment
1,347
35,938
34
Female
23,777
Divorced
1
Bachelor's
Employed
39.924178
Rural
Basic
null
19
690
1
2021-08-31 15:21:39.245086
Good
No
Rarely
Condo
788
35,939
46
Female
148,629
Divorced
3
High School
Self-Employed
26.753863
Urban
Basic
null
13
349
6
2023-04-26 15:21:39.084065
Average
No
Rarely
Apartment
25
35,940
35
Female
10,039
Single
2
PhD
null
9.849251
Suburban
Premium
null
19
826
3
2024-05-10 15:21:39.237118
null
No
Weekly
Apartment
676
35,941
60
Male
26,985
Single
2
Master's
Self-Employed
48.18107
Suburban
Basic
1
17
678
2
2020-01-01 15:21:39.085129
Poor
Yes
Rarely
Apartment
659
35,942
59
Female
29,094
Divorced
3
Bachelor's
Unemployed
34.492436
Urban
Basic
2
11
null
3
2022-09-15 15:21:39.187211
Average
Yes
Rarely
Apartment
706
35,943
54
Female
736
Single
1
PhD
Employed
49.512614
Urban
Basic
null
4
519
8
2023-07-19 15:21:39.087123
Good
Yes
Weekly
Condo
251
35,944
21
Male
10,981
Divorced
2
PhD
Self-Employed
17.734157
Suburban
Premium
0
19
559
3
2021-11-18 15:21:39.082499
Poor
Yes
Weekly
Apartment
930
35,945
62
Female
10,528
Single
4
Master's
Unemployed
11.391452
Rural
Premium
0
3
743
5
2021-12-29 15:21:39.267454
Good
No
Monthly
Apartment
282
35,946
27
Female
27,385
Married
0
PhD
null
6.583745
Urban
Premium
1
16
420
7
2024-01-15 15:21:39.106582
Average
Yes
Monthly
Condo
546
35,947
64
Female
4,869
Married
null
Bachelor's
Employed
13.822796
Urban
Premium
2
9
408
1
2022-05-05 15:21:39.180553
Good
No
Monthly
Apartment
1,527
35,948
30
Male
826
Single
4
Bachelor's
Employed
8.892004
Rural
Comprehensive
3
0
null
4
2022-09-17 15:21:39.226954
Poor
Yes
Weekly
Apartment
787
35,949
51
Male
29,368
Single
1
Bachelor's
Unemployed
17.795736
Urban
Comprehensive
2
15
638
5
2020-03-07 15:21:39.236064
Poor
Yes
Weekly
Apartment
830
35,950
29
Female
28,321
Single
null
Master's
Self-Employed
24.06433
Suburban
Premium
1
8
586
7
2020-04-07 15:21:39.129190
Good
Yes
Daily
Condo
48
35,951
52
Female
47,898
Married
0
PhD
Self-Employed
14.774534
Urban
Premium
null
17
431
7
2022-12-15 15:21:39.186212
Poor
Yes
Daily
Apartment
783
35,952
37
Male
44,839
Divorced
0
Master's
Unemployed
29.291234
Urban
Comprehensive
null
0
null
4
2022-03-24 15:21:39.252145
Average
No
Weekly
Condo
1,875
35,953
24
Female
43,825
Married
2
Bachelor's
Self-Employed
29.397023
Rural
Comprehensive
0
10
594
8
2020-03-17 15:21:39.079128
Good
No
Weekly
Apartment
661
35,954
60
Female
27,755
Single
4
Bachelor's
null
33.487099
Suburban
Premium
0
12
607
7
2022-06-29 15:21:39.146733
Average
No
Daily
Apartment
815
35,955
18
Male
72,233
Divorced
null
Bachelor's
null
41.044978
Rural
Basic
null
16
315
7
2020-07-04 15:21:39.155231
Good
No
Weekly
Condo
49
35,956
63
Male
32,491
Single
3
High School
Employed
21.288541
Urban
Comprehensive
0
9
712
7
2024-03-23 15:21:39.155231
Poor
Yes
Daily
Condo
35
35,957
30
Female
18,382
Single
null
Bachelor's
Unemployed
52.955572
Rural
Comprehensive
0
6
452
9
2024-03-24 15:21:39.285112
Average
Yes
Rarely
Apartment
2,872
35,958
51
Male
21,806
Married
1
Master's
Employed
10.065192
Suburban
Basic
1
7
638
6
2023-04-19 15:21:39.202448
null
Yes
Daily
Condo
124
35,959
38
Female
11,510
Single
4
PhD
Employed
22.184546
Urban
Basic
1
2
834
6
2023-03-30 15:21:39.143708
Average
Yes
Weekly
House
495
35,960
51
Female
121,348
Divorced
4
Bachelor's
Self-Employed
25.16632
Urban
Basic
1
5
577
5
2020-06-01 15:21:39.285112
Average
No
Daily
Apartment
147
35,961
46
Female
77,957
Divorced
3
PhD
Self-Employed
null
Suburban
Basic
1
6
796
1
2020-05-31 15:21:39.152732
Good
Yes
Weekly
Condo
2,128
35,962
53
Female
5,892
Single
4
PhD
null
20.351961
Suburban
Comprehensive
null
6
null
2
2023-02-17 15:21:39.114118
Poor
Yes
Daily
Condo
1,303
35,963
24
Female
52,007
Divorced
2
Master's
Unemployed
30.092554
Rural
Comprehensive
2
0
680
6
2020-11-18 15:21:39.232526
Good
No
Rarely
House
277
35,964
63
Female
8,058
Divorced
2
PhD
Unemployed
null
Rural
Basic
null
15
635
5
2022-02-09 15:21:39.209847
Average
Yes
Monthly
Condo
1,204
35,965
34
Female
27,892
Single
2
High School
Self-Employed
25.591911
Rural
Comprehensive
0
10
718
2
2024-01-23 15:21:39.253660
null
Yes
Rarely
Condo
812
35,966
31
Female
91,621
Married
1
High School
Employed
24.867452
Rural
Basic
0
13
479
4
2024-02-28 15:21:39.134960
Poor
Yes
Daily
Condo
2,271
35,967
40
Male
33,177
Single
3
High School
Unemployed
41.099276
Urban
Basic
1
9
410
5
2020-05-31 15:21:39.208842
Average
Yes
Weekly
Apartment
1,578
35,968
32
Female
5,838
Married
null
High School
Unemployed
25.233376
Rural
Comprehensive
null
9
823
8
2023-06-04 15:21:39.218388
Good
Yes
Rarely
Condo
2,074
35,969
59
Male
8,098
Married
4
PhD
null
49.18757
Rural
Comprehensive
1
14
626
7
2020-02-13 15:21:39.168099
Good
Yes
Weekly
Condo
1,264
35,970
34
Male
5,700
Single
3
PhD
Self-Employed
9.138567
Rural
Basic
null
0
531
1
2020-06-15 15:21:39.224915
Poor
No
Monthly
Condo
521
35,971
59
Male
17,991
Married
1
Bachelor's
Employed
12.068012
Suburban
Comprehensive
0
8
799
3
2024-06-24 15:21:39.192212
Average
No
Daily
House
992
35,972
36
Male
66,513
Single
1
Master's
Employed
43.651057
Suburban
Comprehensive
1
16
438
4
2019-10-16 15:21:39.116179
Average
No
Weekly
Apartment
662
35,973
48
Female
70,934
Married
1
PhD
Employed
25.719141
Suburban
Basic
1
17
728
4
2019-11-27 15:21:39.149731
Average
No
Rarely
Apartment
2,658
35,974
38
Female
38,572
Single
1
Bachelor's
Unemployed
10.95191
Urban
Premium
0
10
615
2
2021-10-07 15:21:39.123711
Poor
Yes
Rarely
Apartment
696
35,975
61
Male
4,870
Single
0
Master's
Employed
null
Suburban
Comprehensive
0
2
835
8
2020-08-31 15:21:39.089116
Average
Yes
Daily
House
1,180
35,976
36
Male
6,677
Married
1
Bachelor's
Self-Employed
41.717276
Urban
Premium
null
12
722
3
2021-04-22 15:21:39.264504
null
No
Weekly
House
2,055
35,977
41
Female
74,897
Divorced
2
High School
Unemployed
6.902155
Urban
Premium
0
15
479
7
2021-10-08 15:21:39.190215
null
Yes
Daily
Apartment
995
35,978
58
Male
10,076
Single
4
PhD
Employed
35.074212
Suburban
Comprehensive
null
11
569
9
2021-09-25 15:21:39.283783
Good
Yes
Monthly
House
1,696
35,979
25
Male
61,373
Married
4
Master's
Unemployed
26.593948
Urban
Premium
1
9
308
3
2021-02-22 15:21:39.155231
Good
No
Weekly
House
574
35,980
21
Female
17,094
Married
4
Bachelor's
null
19.791839
Urban
Comprehensive
1
1
null
7
2023-06-01 15:21:39.145732
Good
Yes
Monthly
Apartment
626
35,981
43
Female
2,940
Married
2
PhD
Unemployed
14.777965
Suburban
Comprehensive
null
6
665
8
2021-12-21 15:21:39.131192
Good
Yes
Daily
Condo
73
35,982
54
Male
12,056
Divorced
3
PhD
Self-Employed
9.244028
Rural
Comprehensive
null
0
424
1
2019-11-16 15:21:39.122134
Good
Yes
Rarely
House
917
35,983
31
Male
20,584
Single
4
High School
Employed
8.491118
Urban
Basic
2
19
410
4
2021-01-11 15:21:39.134960
Average
Yes
Daily
House
2,975
35,984
44
Female
53,909
Single
0
Master's
null
51.581316
Rural
Basic
1
10
738
9
2019-12-20 15:21:39.170099
Poor
Yes
Rarely
Condo
801
35,985
35
Male
16,187
Married
4
Bachelor's
Self-Employed
31.829032
Rural
Premium
null
3
630
1
2022-08-04 15:21:39.134960
Good
Yes
Daily
Apartment
1,745
35,986
26
Female
113,374
Divorced
2
PhD
Unemployed
12.079779
Rural
Comprehensive
1
0
449
4
2024-05-11 15:21:39.260856
Poor
No
Monthly
House
1,881
35,987
53
Male
2,646
Divorced
1
Bachelor's
null
null
Suburban
Comprehensive
null
4
827
3
2020-11-03 15:21:39.252145
Good
No
Daily
Condo
476
35,988
19
Male
59,670
Divorced
1
High School
Unemployed
20.547493
Urban
Comprehensive
1
11
462
7
2023-05-15 15:21:39.134960
Average
Yes
Weekly
Apartment
2,765
35,989
36
Female
38,580
Divorced
4
Master's
Employed
30.126866
Urban
Comprehensive
null
13
712
2
2021-12-04 15:21:39.150730
Average
Yes
Rarely
Condo
1,183
35,990
36
Male
51,928
Divorced
1
PhD
null
52.326833
Rural
Premium
1
6
832
1
2022-12-13 15:21:39.094752
Average
No
Weekly
Apartment
261
35,991
43
Female
55,933
Married
3
High School
Unemployed
null
Suburban
Premium
1
8
494
6
2022-08-15 15:21:39.089116
Good
No
Monthly
Condo
1,636
35,992
33
Female
39,737
Married
3
Bachelor's
Self-Employed
16.358879
Rural
Comprehensive
1
7
495
1
2020-05-07 15:21:39.155231
Good
Yes
Weekly
Apartment
584
35,993
35
Female
6,617
Married
4
PhD
Self-Employed
17.982331
Suburban
Basic
0
3
null
3
2022-05-18 15:21:39.175719
Average
No
Daily
Apartment
2,869
35,994
26
Female
5,958
Married
0
PhD
null
null
Rural
Basic
0
11
578
5
2023-08-05 15:21:39.126661
Average
Yes
Weekly
Condo
1,520
35,995
46
Female
3,655
Divorced
3
High School
Self-Employed
7.294815
Urban
Comprehensive
3
19
749
9
2022-12-11 15:21:39.208842
Poor
No
Monthly
House
3,537
35,996
55
Male
6,939
Single
0
Master's
null
26.383708
Suburban
Premium
2
19
664
9
2023-01-25 15:21:39.222387
Poor
Yes
Monthly
Condo
697
35,997
19
Female
68,811
Single
0
Bachelor's
null
24.522925
Urban
Premium
null
6
782
1
2021-02-12 15:21:39.171102
Poor
No
Daily
Condo
247
35,998
44
Female
4,975
Single
4
PhD
Unemployed
15.79642
Rural
Premium
0
7
437
9
2020-02-14 15:21:39.092127
Good
Yes
Daily
House
381
35,999
55
Female
24,897
Single
1
Master's
null
39.173096
Rural
Basic
null
0
565
9
2023-05-12 15:21:39.155231
Good
Yes
Daily
Condo
2,104