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
1,164,800
62
Female
8,244
Married
3
Master's
Unemployed
49.678569
Urban
Premium
3
19
340
4
2022-01-02 15:21:39.226954
Good
No
Daily
House
541
1,164,801
54
Female
11,516
Married
4
Bachelor's
null
10.131047
Suburban
Premium
1
1
529
1
2023-04-20 15:21:39.122134
Poor
No
Monthly
House
568
1,164,802
45
Female
null
Married
3
Bachelor's
null
3.711764
Suburban
Basic
3
8
342
4
2021-12-25 15:21:39.272456
Poor
No
Weekly
House
889
1,164,803
22
Male
83,933
Single
0
PhD
Unemployed
45.726016
Rural
Comprehensive
4
3
471
2
2021-04-15 15:21:39.230483
Good
Yes
Monthly
Apartment
4,349
1,164,804
26
Female
80,547
Divorced
3
Master's
Unemployed
9.838893
Suburban
Comprehensive
null
19
477
8
2020-04-08 15:21:39.134960
Average
No
Daily
Apartment
2,790
1,164,805
24
Male
null
Divorced
4
Bachelor's
null
24.242867
Suburban
Premium
null
2
449
7
2019-09-21 15:21:39.102694
Poor
No
Monthly
House
588
1,164,806
51
Male
28,650
Single
1
High School
null
22.585364
Rural
Comprehensive
0
18
618
5
2024-05-02 15:21:39.155231
Good
No
Rarely
Condo
1,873
1,164,807
45
Male
15,891
Single
1
PhD
null
null
Rural
Premium
1
5
589
7
2023-09-20 15:21:39.170099
Poor
Yes
Daily
House
930
1,164,808
20
Male
74,945
Married
3
PhD
Self-Employed
15.066905
Urban
Comprehensive
null
2
394
7
2020-08-21 15:21:39.094752
Good
No
Daily
Apartment
1,156
1,164,809
34
Male
28,589
Divorced
3
Bachelor's
Employed
41.481226
Urban
Premium
null
9
628
2
2024-02-14 15:21:39.257696
Poor
Yes
Weekly
Condo
1,644
1,164,810
35
Male
136,521
Single
1
Master's
Self-Employed
19.492544
Rural
Basic
1
7
420
9
2022-01-25 15:21:39.155231
Average
No
Weekly
Apartment
3,436
1,164,811
21
Female
26,963
Single
4
Master's
null
13.560877
Urban
Basic
0
8
754
9
2023-04-04 15:21:39.194829
Good
Yes
Monthly
House
1,353
1,164,812
54
Male
9,750
Single
2
Bachelor's
Employed
34.965686
Urban
Premium
0
17
383
4
2024-04-26 15:21:39.224915
Poor
Yes
Weekly
House
798
1,164,813
47
Male
104,945
Married
3
PhD
Self-Employed
18.918192
Urban
Basic
2
5
709
4
2019-10-30 15:21:39.121169
Good
Yes
Rarely
Apartment
2,226
1,164,814
30
Female
47,145
Married
null
Bachelor's
Unemployed
31.159747
Suburban
Comprehensive
2
8
834
8
2020-08-25 15:21:39.144722
Good
No
Rarely
Apartment
165
1,164,815
25
Male
886
Married
0
Master's
null
21.972608
Rural
Basic
0
3
543
7
2024-04-08 15:21:39.237118
Good
Yes
Monthly
House
394
1,164,816
56
Male
null
Married
0
PhD
Employed
27.858555
Urban
Basic
null
8
515
2
2024-07-11 15:21:39.134960
Good
Yes
Daily
House
296
1,164,817
41
Male
65,721
Single
4
High School
Employed
23.744332
Urban
Premium
1
0
456
7
2019-10-01 15:21:39.202448
Poor
No
Weekly
Condo
522
1,164,818
33
Female
1,068
Divorced
1
Bachelor's
Unemployed
24.624003
Suburban
Comprehensive
null
7
441
4
2024-06-18 15:21:39.251142
Good
Yes
Monthly
Condo
884
1,164,819
19
Male
27,155
Single
2
Master's
null
45.622123
Suburban
Premium
null
9
677
5
2021-04-11 15:21:39.271453
Good
Yes
Daily
House
639
1,164,820
38
Male
61,580
Married
3
Master's
Employed
40.078822
Rural
Basic
4
14
428
9
2019-08-31 15:21:39.191219
Good
Yes
Rarely
Condo
1,601
1,164,821
44
Male
8,318
Single
3
PhD
null
36.908313
Rural
Basic
null
14
399
5
2024-03-11 15:21:39.278402
Poor
No
Monthly
House
1,096
1,164,822
35
Female
61,569
Married
0
Master's
Employed
8.927561
Urban
Comprehensive
null
16
341
7
2020-12-02 15:21:39.155231
Average
No
Daily
Condo
381
1,164,823
31
Male
5,038
Married
4
High School
Self-Employed
null
Rural
Premium
null
0
638
7
2020-06-29 15:21:39.126661
Average
Yes
Rarely
House
393
1,164,824
27
Male
70,830
Divorced
4
PhD
Self-Employed
7.276949
Suburban
Comprehensive
null
4
795
3
2024-02-12 15:21:39.080440
Good
No
Daily
Condo
111
1,164,825
48
Male
22,399
Divorced
0
Master's
Employed
49.771724
Suburban
Premium
2
12
647
3
2021-03-23 15:21:39.259788
Average
No
Daily
Condo
236
1,164,826
38
Male
15,198
Single
0
High School
Employed
10.483611
Suburban
Comprehensive
null
3
515
2
2020-08-30 15:21:39.152732
Poor
No
Weekly
House
1,737
1,164,827
18
Female
39,042
Married
4
Bachelor's
Employed
19.056921
Urban
Comprehensive
null
17
519
5
2021-06-19 15:21:39.187211
Poor
Yes
Monthly
House
1,104
1,164,828
20
Female
66,724
Married
0
Bachelor's
null
30.788683
Suburban
Basic
0
4
646
6
2023-12-03 15:21:39.134960
Poor
Yes
Monthly
Apartment
76
1,164,829
31
Female
8,063
Divorced
3
Bachelor's
Self-Employed
null
Urban
Basic
1
16
729
3
2023-11-30 15:21:39.259788
Good
No
Daily
House
1,020
1,164,830
58
Female
8,057
null
null
PhD
null
43.144769
Rural
Comprehensive
null
9
791
5
2019-11-06 15:21:39.237118
Average
Yes
Daily
Condo
809
1,164,831
33
Female
30,180
Married
0
Bachelor's
Employed
22.712911
Rural
Premium
null
19
444
5
2021-10-07 15:21:39.194829
Average
Yes
Weekly
Condo
1,055
1,164,832
47
Female
15,963
Divorced
2
Master's
Self-Employed
31.381124
Rural
Comprehensive
1
5
513
4
2020-12-25 15:21:39.134960
Poor
Yes
Monthly
Condo
932
1,164,833
64
Male
7,086
Married
null
PhD
null
42.887977
Suburban
Basic
null
1
492
2
2019-08-29 15:21:39.134960
Poor
Yes
Weekly
Apartment
539
1,164,834
30
Male
1,130
Single
0
High School
null
48.99781
Urban
Basic
1
11
638
8
2022-02-02 15:21:39.217387
Poor
Yes
Rarely
House
2,746
1,164,835
52
Female
17,071
Single
4
PhD
null
32.131865
Suburban
Comprehensive
null
19
426
6
2021-03-09 15:21:39.261856
Good
No
Rarely
Condo
619
1,164,836
39
Female
15,925
Married
3
High School
Employed
34.734695
Rural
Basic
0
19
566
4
2020-06-01 15:21:39.175719
Average
Yes
Daily
Condo
1,523
1,164,837
45
Male
16,096
Divorced
null
PhD
null
22.281426
Urban
Comprehensive
1
15
473
3
2022-01-09 15:21:39.244069
Good
Yes
Rarely
Condo
642
1,164,838
30
Female
24,791
Married
2
High School
Self-Employed
38.924533
Rural
Comprehensive
null
9
430
5
2019-12-09 15:21:39.130190
Good
No
Daily
House
514
1,164,839
42
Female
null
Divorced
4
Bachelor's
Employed
32.596696
Rural
Premium
0
14
371
4
2019-11-10 15:21:39.087123
null
Yes
Rarely
Condo
549
1,164,840
20
Male
2,567
Single
4
Bachelor's
null
50.510034
Rural
Comprehensive
2
3
612
7
2022-03-29 15:21:39.111551
Poor
Yes
Weekly
Condo
3,036
1,164,841
41
Female
27,111
Married
3
Master's
Employed
17.294059
Urban
Comprehensive
null
0
749
5
2024-05-27 15:21:39.237118
null
No
Weekly
Apartment
2,104
1,164,842
38
Male
5,529
Married
4
High School
null
4.929693
Urban
Basic
null
19
645
9
2020-03-05 15:21:39.250151
Poor
No
Weekly
House
770
1,164,843
21
Male
58
null
3
PhD
Self-Employed
32.151099
Urban
Premium
null
15
790
8
2021-01-25 15:21:39.209847
Average
No
Rarely
Apartment
930
1,164,844
30
Female
7,971
Divorced
4
High School
Employed
34.626411
Suburban
Comprehensive
0
18
808
8
2022-04-25 15:21:39.088124
Poor
Yes
Monthly
Apartment
930
1,164,845
46
Male
127,995
Single
1
PhD
null
21.710323
Rural
Comprehensive
3
2
463
9
2023-11-03 15:21:39.180553
null
Yes
Daily
Condo
291
1,164,846
62
Male
2,420
Single
null
PhD
null
44.946177
Rural
Comprehensive
0
1
469
8
2023-05-31 15:21:39.237118
Poor
Yes
Rarely
House
549
1,164,847
29
Male
null
Married
0
Master's
Self-Employed
28.650024
Urban
Premium
2
8
null
7
2024-01-29 15:21:39.288099
Good
No
Daily
House
3,528
1,164,848
56
Female
25,343
Divorced
4
High School
Unemployed
18.244894
Urban
Premium
0
6
null
4
2022-04-17 15:21:39.134960
Average
Yes
Rarely
House
1,772
1,164,849
32
Male
53,760
Married
1
Master's
Unemployed
3.250114
Suburban
Basic
0
17
428
8
2023-06-14 15:21:39.155231
Average
No
Daily
Condo
829
1,164,850
58
Female
25,169
Divorced
2
PhD
Unemployed
null
Rural
Basic
1
16
622
2
2019-09-25 15:21:39.155231
Good
Yes
Monthly
Condo
686
1,164,851
35
Male
28,886
Married
4
Master's
Employed
32.051337
Urban
Basic
null
11
696
9
2022-02-16 15:21:39.205850
Average
Yes
Weekly
Condo
704
1,164,852
18
Female
48,564
Single
2
Master's
Self-Employed
50.934665
Urban
Premium
null
5
null
9
2020-06-13 15:21:39.256696
null
Yes
Rarely
House
101
1,164,853
24
Male
2,976
Divorced
4
PhD
Employed
6.865416
Suburban
Basic
1
15
351
7
2022-02-09 15:21:39.288099
Average
No
Weekly
Condo
890
1,164,854
57
Male
111,229
Single
3
Bachelor's
Self-Employed
14.179633
Urban
Comprehensive
0
0
338
3
2020-10-31 15:21:39.126661
Poor
No
Rarely
Apartment
2,301
1,164,855
50
Female
70,450
Single
3
Bachelor's
Employed
27.437746
Rural
Premium
null
10
712
3
2021-11-19 15:21:39.218388
Poor
No
Monthly
Apartment
273
1,164,856
38
Female
44,748
Single
3
High School
Self-Employed
40.943167
Urban
Comprehensive
1
7
null
7
2020-03-14 15:21:39.254678
Average
No
Weekly
Condo
2,371
1,164,857
29
Female
44,624
Divorced
4
PhD
Unemployed
39.869756
Urban
Comprehensive
null
7
null
2
2022-04-22 15:21:39.252145
Good
Yes
Daily
Apartment
1,611
1,164,858
45
Male
4,846
Married
0
Bachelor's
Unemployed
4.726354
Rural
Basic
1
6
351
2
2023-01-12 15:21:39.177724
Good
No
Monthly
House
2,645
1,164,859
60
Female
30,881
Married
0
High School
Self-Employed
29.569162
Rural
Basic
0
0
571
2
2023-11-21 15:21:39.204201
Good
No
Weekly
Condo
1,160
1,164,860
61
Male
19,656
Single
2
PhD
null
37.090129
Urban
Premium
1
9
805
8
2022-01-01 15:21:39.134960
Good
No
Daily
House
1,965
1,164,861
41
Female
12,092
Divorced
3
Bachelor's
null
13.958302
Suburban
Premium
0
2
743
5
2020-04-23 15:21:39.085129
Average
No
Monthly
Condo
1,020
1,164,862
36
Female
38,284
Married
3
Bachelor's
Unemployed
40.143512
Urban
Basic
1
8
347
7
2022-11-02 15:21:39.155231
null
No
Weekly
Condo
3,061
1,164,863
53
Female
10,052
Married
3
Bachelor's
Unemployed
null
Urban
Basic
null
16
658
8
2021-12-12 15:21:39.197445
Poor
Yes
Weekly
House
1,575
1,164,864
58
Male
19,146
Married
0
Master's
Self-Employed
34.865765
Rural
Basic
null
11
558
7
2020-03-17 15:21:39.279729
Poor
Yes
Rarely
Condo
1,221
1,164,865
47
Female
33,159
Divorced
null
Bachelor's
Employed
49.372272
Urban
Comprehensive
null
11
596
3
2023-01-26 15:21:39.119168
Average
No
Rarely
Condo
1,196
1,164,866
24
Male
1,539
Married
2
Master's
Employed
31.090517
Urban
Comprehensive
2
14
835
4
2021-12-05 15:21:39.098696
Average
No
Daily
House
1,545
1,164,867
21
Male
3,610
Single
0
Bachelor's
Self-Employed
35.172964
Suburban
Premium
0
5
477
3
2020-02-23 15:21:39.256696
Good
No
Rarely
Apartment
818
1,164,868
31
Male
4,640
Single
2
High School
null
21.282684
Suburban
Basic
3
11
833
9
2023-10-13 15:21:39.228521
null
Yes
Rarely
Apartment
514
1,164,869
53
Female
11,881
Divorced
4
Master's
Employed
44.359824
Rural
Basic
null
9
700
4
2023-02-10 15:21:39.192212
Poor
Yes
Daily
Condo
938
1,164,870
null
Female
8,765
Divorced
4
High School
null
40.171692
Rural
Basic
0
8
712
7
2022-01-02 15:21:39.167099
Poor
Yes
Daily
Condo
1,808
1,164,871
22
Male
5,949
Divorced
4
PhD
Employed
null
Suburban
Comprehensive
null
16
759
6
2020-03-04 15:21:39.191219
Good
Yes
Daily
Apartment
28
1,164,872
40
Female
1,420
Single
null
Master's
Unemployed
25.719864
Rural
Premium
0
13
719
4
2020-09-22 15:21:39.269494
Good
Yes
Rarely
House
2,248
1,164,873
62
Female
102,683
Married
2
High School
Self-Employed
48.839563
Rural
Basic
2
10
434
4
2023-04-17 15:21:39.237118
Average
Yes
Daily
Apartment
626
1,164,874
49
Female
26,553
Divorced
2
PhD
Unemployed
null
Suburban
Comprehensive
0
6
null
1
2020-11-11 15:21:39.081504
Average
Yes
Weekly
Apartment
1,734
1,164,875
50
Female
1,399
Married
1
High School
Employed
19.789697
Rural
Basic
2
18
586
5
2024-04-05 15:21:39.176717
Good
Yes
Weekly
Condo
906
1,164,876
26
Female
10,297
Married
0
High School
Self-Employed
26.537733
Urban
Premium
null
15
822
8
2021-02-10 15:21:39.186212
Average
No
Monthly
House
52
1,164,877
27
Male
45,929
Married
0
Bachelor's
Employed
null
Urban
Basic
null
1
null
3
2022-08-05 15:21:39.106582
Average
Yes
Weekly
Condo
1,342
1,164,878
null
Male
5,074
Married
2
Bachelor's
Unemployed
15.744764
Rural
Basic
0
12
null
6
2023-04-23 15:21:39.092127
Average
No
Monthly
Apartment
1,670
1,164,879
20
Male
45,953
Divorced
null
Bachelor's
null
35.099905
Rural
Basic
0
15
432
2
2019-10-17 15:21:39.233998
Good
No
Rarely
House
439
1,164,880
32
Male
16,101
Married
3
Master's
null
39.837211
Rural
Basic
1
16
552
1
2023-04-11 15:21:39.134960
Good
No
Rarely
Apartment
695
1,164,881
21
Male
28,112
Single
4
PhD
null
16.743709
Urban
Basic
null
7
687
2
2021-07-24 15:21:39.155231
Poor
Yes
Rarely
House
1,217
1,164,882
41
Female
16,224
Single
0
PhD
Employed
31.822167
Rural
Premium
0
9
825
8
2023-08-04 15:21:39.089116
Poor
No
Weekly
House
1,943
1,164,883
64
Male
29,897
Divorced
0
PhD
Employed
25.658725
Suburban
Basic
null
12
null
4
2020-12-23 15:21:39.256696
Poor
Yes
Weekly
House
1,708
1,164,884
47
Male
20,137
Married
4
Master's
Employed
16.553981
Rural
Comprehensive
null
17
753
6
2022-10-19 15:21:39.220389
Average
No
Rarely
Apartment
3,694
1,164,885
39
Male
18,452
Married
0
PhD
null
20.838553
Rural
Premium
2
11
613
3
2023-08-14 15:21:39.085129
Average
No
Daily
Condo
1,297
1,164,886
48
Female
21,464
Single
2
PhD
Self-Employed
8.676502
Suburban
Premium
null
4
null
2
2022-06-27 15:21:39.200452
Poor
Yes
Rarely
House
1,190
1,164,887
41
Male
25,643
Married
1
PhD
Employed
36.85982
Rural
Comprehensive
1
8
418
8
2022-10-31 15:21:39.289099
Poor
Yes
Rarely
Condo
2,591
1,164,888
55
Male
12,062
Single
null
Bachelor's
Unemployed
23.283029
Rural
Basic
null
1
null
7
2021-03-18 15:21:39.134960
Good
No
Weekly
House
683
1,164,889
57
Male
9,098
Divorced
0
High School
null
26.878666
Urban
Basic
1
14
551
7
2019-10-19 15:21:39.251142
Poor
Yes
Monthly
Apartment
686
1,164,890
47
Female
131,889
Single
2
PhD
null
11.548969
Rural
Premium
2
19
434
4
2021-06-15 15:21:39.134960
Good
Yes
Monthly
House
1,494
1,164,891
18
Male
97,500
Married
1
Master's
Employed
14.895372
Suburban
Premium
3
6
828
6
2019-11-29 15:21:39.263607
Good
Yes
Rarely
House
1,346
1,164,892
45
Male
1,033
Divorced
null
PhD
Unemployed
47.898752
Rural
Premium
null
11
707
4
2020-09-20 15:21:39.097737
null
No
Monthly
House
573
1,164,893
35
Male
46,055
Divorced
4
Bachelor's
Employed
31.564415
Urban
Premium
1
3
534
8
2023-02-27 15:21:39.175719
Poor
Yes
Weekly
Condo
831
1,164,894
61
Female
6,833
Divorced
3
Bachelor's
Employed
34.058954
Urban
Basic
1
17
725
9
2024-01-28 15:21:39.183598
Good
Yes
Weekly
House
729
1,164,895
57
Male
48,837
Divorced
2
Master's
Employed
29.876314
Urban
Comprehensive
1
9
434
6
2022-04-09 15:21:39.121169
Poor
Yes
Daily
Apartment
20
1,164,896
49
Female
18,487
Single
2
PhD
null
31.688908
Suburban
Basic
0
6
null
1
2022-02-05 15:21:39.130190
null
Yes
Rarely
Condo
1,027
1,164,897
33
Male
40,224
Married
0
High School
Employed
25.906158
Suburban
Premium
0
1
547
4
2023-12-11 15:21:39.122134
Good
No
Rarely
Condo
543
1,164,898
61
Male
102,023
Single
3
High School
null
20.986697
Rural
Comprehensive
2
6
null
6
2019-10-21 15:21:39.155231
Good
Yes
Rarely
Condo
278
1,164,899
43
Female
17,999
Married
4
Master's
Employed
26.385064
Urban
Basic
null
16
596
2
2020-05-06 15:21:39.155231
Good
Yes
Weekly
Condo
419