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
1,184,800
25
Male
133,318
Divorced
null
High School
null
null
Rural
Premium
1
18
588
3
2023-08-22 15:21:39.081504
Poor
No
Monthly
Apartment
2,062
1,184,801
36
Female
94,976
Single
2
Master's
Employed
23.2378
Urban
Comprehensive
0
14
390
9
2019-12-28 15:21:39.134960
Poor
No
Monthly
House
556
1,184,802
35
Male
98,825
Divorced
4
Master's
Employed
null
Rural
Comprehensive
2
0
688
6
2019-08-30 15:21:39.237118
Poor
No
Weekly
Condo
624
1,184,803
63
Male
43,433
Divorced
4
PhD
Unemployed
12.823018
Urban
Basic
1
8
616
2
2021-04-16 15:21:39.134960
Good
Yes
Weekly
Condo
1,551
1,184,804
43
Female
5,907
Married
3
Master's
Self-Employed
7.082002
Urban
Comprehensive
null
9
343
4
2024-08-14 15:21:39.132191
Poor
Yes
Daily
Apartment
3,866
1,184,805
33
Female
27,861
Single
2
Master's
null
9.844933
Rural
Basic
1
0
null
3
2020-03-17 15:21:39.187211
Average
Yes
Rarely
Apartment
882
1,184,806
55
Female
47,017
Single
0
Master's
Self-Employed
11.170812
Urban
Basic
3
5
626
6
2022-09-07 15:21:39.196387
Average
Yes
Daily
Condo
3,764
1,184,807
41
Female
61,381
Single
4
PhD
Unemployed
31.996933
Suburban
Premium
null
1
343
2
2020-11-27 15:21:39.261856
Average
No
Weekly
House
3,370
1,184,808
28
Male
5,838
Divorced
2
Master's
Employed
41.897968
Urban
Basic
null
11
755
1
2022-06-22 15:21:39.223901
Poor
Yes
Rarely
Condo
1,750
1,184,809
59
Male
3,058
Married
3
PhD
Self-Employed
23.564203
Urban
Basic
2
5
547
8
2023-01-03 15:21:39.146733
Good
No
Monthly
Condo
1,672
1,184,810
49
Female
36,015
Single
0
Master's
Unemployed
13.716526
Urban
Comprehensive
4
7
null
3
2021-04-14 15:21:39.237118
Good
No
Weekly
Apartment
2,814
1,184,811
63
Male
null
Divorced
0
Bachelor's
null
23.146029
Suburban
Comprehensive
0
11
462
4
2023-08-26 15:21:39.176717
Good
No
Monthly
House
20
1,184,812
40
Male
14,094
Divorced
0
Master's
null
28.262215
Rural
Comprehensive
1
5
758
2
2020-08-06 15:21:39.259788
Poor
Yes
Monthly
Apartment
1,540
1,184,813
63
Male
52,798
Divorced
null
High School
Employed
24.366659
Urban
Comprehensive
null
3
434
1
2020-05-13 15:21:39.186212
Poor
Yes
Rarely
Apartment
2,473
1,184,814
36
Male
14,894
Divorced
0
Bachelor's
Unemployed
14.527292
Urban
Premium
3
11
null
7
2022-07-19 15:21:39.134960
Poor
No
Rarely
Apartment
890
1,184,815
21
Female
69,954
Married
4
PhD
null
41.384293
Suburban
Comprehensive
2
15
454
3
2023-04-29 15:21:39.155231
Good
Yes
Rarely
House
1,057
1,184,816
21
Male
34,202
Divorced
4
Master's
Employed
28.906138
Rural
Comprehensive
null
19
null
4
2023-02-24 15:21:39.134960
Poor
Yes
Monthly
Apartment
220
1,184,817
62
Male
26,709
Divorced
0
PhD
null
null
Suburban
Premium
1
18
645
1
2020-03-11 15:21:39.260856
Average
Yes
Monthly
Condo
2,146
1,184,818
43
Male
15,724
Divorced
4
Master's
null
24.955997
Rural
Basic
1
15
791
4
2020-01-16 15:21:39.172097
Average
No
Monthly
House
1,199
1,184,819
26
Female
3,231
Married
4
PhD
Employed
42.84532
Suburban
Premium
null
19
622
2
2020-08-02 15:21:39.190215
Poor
Yes
Rarely
Condo
100
1,184,820
27
Male
825
Single
1
Bachelor's
Self-Employed
30.914684
Urban
Premium
0
2
842
1
2023-02-06 15:21:39.155231
Average
No
Rarely
Condo
431
1,184,821
19
Male
64,727
Single
0
PhD
Employed
23.245317
Rural
Premium
0
4
389
3
2023-10-12 15:21:39.121169
null
Yes
Daily
House
640
1,184,822
48
Male
6,093
Married
null
Master's
Unemployed
6.722358
Urban
Basic
1
4
830
6
2022-07-24 15:21:39.273973
Poor
No
Rarely
House
671
1,184,823
51
Female
29,891
Divorced
1
Bachelor's
Self-Employed
36.912913
Suburban
Premium
0
1
323
9
2024-06-30 15:21:39.276901
Poor
Yes
Weekly
Condo
618
1,184,824
57
Male
27,829
Single
2
Master's
Employed
22.41295
Rural
Comprehensive
0
8
652
2
2020-01-22 15:21:39.256696
Good
Yes
Monthly
Condo
755
1,184,825
39
Female
5,550
Divorced
null
PhD
null
null
Urban
Basic
1
15
null
3
2021-06-05 15:21:39.119168
Poor
No
Rarely
Apartment
828
1,184,826
39
Male
44,955
Single
1
Master's
Self-Employed
18.39543
Rural
Basic
1
17
687
3
2022-09-04 15:21:39.081504
Poor
No
Weekly
House
23
1,184,827
40
Male
44,171
Single
2
Master's
Employed
37.591081
Urban
Basic
null
12
553
6
2021-09-30 15:21:39.089116
Good
Yes
Monthly
Condo
2,707
1,184,828
null
Female
70,527
null
2
PhD
Unemployed
35.749645
Suburban
Premium
2
2
629
4
2020-05-11 15:21:39.245086
Average
Yes
Rarely
Condo
371
1,184,829
63
Male
38,343
Single
3
PhD
null
30.958811
Rural
Premium
1
11
473
9
2024-03-17 15:21:39.279729
Good
No
Daily
House
1,944
1,184,830
60
Female
1,026
Married
3
PhD
null
29.737504
Rural
Premium
0
18
449
6
2023-09-04 15:21:39.252145
Good
No
Monthly
Condo
2,226
1,184,831
37
Male
30,696
Married
0
High School
Employed
28.593363
Urban
Comprehensive
2
1
336
4
2020-04-22 15:21:39.211806
Average
No
Daily
House
1,796
1,184,832
30
Female
60,597
Divorced
1
Bachelor's
null
15.726853
Urban
Basic
2
13
711
6
2020-02-10 15:21:39.202448
Poor
Yes
Rarely
Condo
2,478
1,184,833
19
Female
65,425
Single
2
Bachelor's
Self-Employed
47.865685
Urban
Comprehensive
null
14
442
2
2022-09-05 15:21:39.191219
Average
Yes
Monthly
Apartment
30
1,184,834
31
Female
35,754
Single
null
High School
Employed
43.054479
Rural
Basic
2
18
479
8
2023-01-20 15:21:39.095696
Good
Yes
Daily
House
538
1,184,835
null
Female
30,553
Divorced
0
PhD
null
11.858972
Suburban
Comprehensive
1
13
796
4
2022-11-06 15:21:39.249100
Poor
No
Rarely
House
1,059
1,184,836
50
Male
3,096
Divorced
4
Master's
Unemployed
12.16176
Suburban
Basic
null
18
825
7
2023-03-14 15:21:39.237118
Poor
Yes
Daily
House
48
1,184,837
61
Male
78,712
Divorced
4
Bachelor's
Self-Employed
17.325517
Urban
Basic
2
14
433
4
2020-09-16 15:21:39.119168
Good
Yes
Monthly
Condo
862
1,184,838
43
Male
62,358
Married
4
Bachelor's
null
48.067888
Suburban
Basic
3
1
null
2
2019-10-01 15:21:39.132191
Average
No
Daily
Condo
24
1,184,839
26
Male
143,390
Divorced
1
High School
Unemployed
29.51396
Rural
Comprehensive
1
1
332
8
2021-02-27 15:21:39.198406
Average
No
Monthly
Apartment
1,370
1,184,840
27
Female
25,375
Single
3
Bachelor's
Self-Employed
25.769294
Rural
Comprehensive
1
19
690
3
2023-09-10 15:21:39.226954
Poor
Yes
Weekly
Apartment
1,623
1,184,841
38
Female
40,122
Single
3
Bachelor's
null
42.653658
Urban
Comprehensive
null
12
733
5
2023-04-23 15:21:39.155231
Average
No
Daily
Condo
921
1,184,842
34
Female
17,095
Single
4
High School
null
26.18404
Suburban
Basic
3
11
796
7
2022-04-17 15:21:39.194829
Average
Yes
Rarely
Apartment
564
1,184,843
50
Male
16,933
Single
4
Bachelor's
Unemployed
4.869205
Suburban
Premium
0
8
741
4
2024-07-14 15:21:39.155231
Average
No
Monthly
Condo
602
1,184,844
62
Female
57
Married
0
High School
Employed
28.86936
Urban
Basic
0
1
569
6
2023-05-06 15:21:39.223901
null
Yes
Daily
House
1,584
1,184,845
23
Male
74,945
Single
3
Master's
Employed
30.922126
Suburban
Basic
3
14
575
2
2020-09-22 15:21:39.155231
Average
Yes
Rarely
House
110
1,184,846
34
Female
11,635
Divorced
1
High School
Employed
27.993699
Suburban
Premium
1
6
589
5
2020-07-06 15:21:39.204790
Poor
Yes
Daily
House
514
1,184,847
28
Female
8,707
Married
null
High School
null
41.638498
Rural
Basic
0
18
790
6
2021-03-04 15:21:39.237118
Poor
Yes
Daily
Apartment
1,607
1,184,848
45
Male
122,232
Married
4
High School
Self-Employed
4.446475
Suburban
Comprehensive
null
14
434
3
2022-10-10 15:21:39.134960
Poor
Yes
Weekly
House
1,662
1,184,849
54
Female
43,831
Single
2
Bachelor's
Unemployed
25.788763
Urban
Premium
1
10
626
1
2024-01-12 15:21:39.281787
Poor
Yes
Rarely
House
1,233
1,184,850
41
Female
29,095
Married
4
High School
null
35.261133
Suburban
Basic
0
0
null
9
2023-03-18 15:21:39.228521
Good
No
Weekly
Apartment
741
1,184,851
19
Female
2,180
Married
1
High School
Self-Employed
13.749061
Suburban
Basic
1
8
572
8
2020-08-26 15:21:39.109552
Average
Yes
Monthly
House
139
1,184,852
37
Female
105,043
Divorced
3
Master's
null
22.072077
Urban
Premium
null
13
698
4
2020-01-09 15:21:39.155231
Poor
No
Daily
House
207
1,184,853
27
Male
64,299
Married
null
Master's
Unemployed
14.67961
Suburban
Comprehensive
1
11
351
5
2023-05-24 15:21:39.198406
Average
No
Monthly
Apartment
1,163
1,184,854
38
Male
14,879
Single
null
PhD
Unemployed
39.937507
Urban
Basic
0
15
443
2
2022-07-28 15:21:39.222387
Average
No
Rarely
House
315
1,184,855
62
Female
7,886
Divorced
1
Master's
null
18.822618
Suburban
Premium
2
0
614
4
2021-01-26 15:21:39.144722
Poor
No
Weekly
Apartment
744
1,184,856
38
Male
90,667
Divorced
3
High School
null
42.666736
Suburban
Premium
null
0
503
4
2024-03-06 15:21:39.170099
Poor
No
Rarely
Condo
3,456
1,184,857
54
Male
37,195
Divorced
4
Bachelor's
null
null
Suburban
Comprehensive
null
9
816
6
2020-02-11 15:21:39.130190
Average
Yes
Rarely
Condo
2,651
1,184,858
57
Male
27,453
Divorced
4
PhD
null
38.848009
Rural
Comprehensive
1
18
478
9
2022-05-01 15:21:39.084065
Poor
Yes
Rarely
Condo
679
1,184,859
30
Male
83,099
Divorced
3
High School
Unemployed
32.816107
Rural
Premium
1
19
795
5
2021-11-28 15:21:39.219432
Average
Yes
Daily
Condo
114
1,184,860
23
Female
2,587
Married
2
Bachelor's
Unemployed
39.596676
Suburban
Comprehensive
0
0
481
4
2023-08-04 15:21:39.170099
Poor
No
Rarely
Apartment
819
1,184,861
29
Male
55,745
Married
1
Bachelor's
null
40.787742
Rural
Premium
2
16
494
7
2024-08-11 15:21:39.237118
Good
No
Monthly
House
2,188
1,184,862
22
Female
14,708
Single
0
Master's
Self-Employed
10.564687
Suburban
Premium
null
11
null
1
2020-02-03 15:21:39.226954
Average
No
Monthly
Condo
1,369
1,184,863
19
Female
25,375
Married
3
PhD
Employed
9.868481
Suburban
Premium
1
14
390
5
2021-11-19 15:21:39.126661
Poor
Yes
Daily
House
745
1,184,864
29
Female
62,292
Married
4
PhD
null
33.051428
Rural
Basic
6
18
723
5
2022-10-02 15:21:39.155231
Average
Yes
Weekly
Apartment
2,267
1,184,865
48
Female
23,642
Divorced
3
PhD
null
20.053354
Suburban
Comprehensive
null
13
729
8
2024-01-15 15:21:39.237118
Average
No
Monthly
Apartment
1,224
1,184,866
46
Female
51,450
Married
3
PhD
Self-Employed
20.369318
Urban
Premium
1
8
760
3
2023-12-21 15:21:39.109552
Good
Yes
Weekly
Condo
352
1,184,867
25
Female
25,116
Married
2
High School
Unemployed
28.692503
Urban
Basic
null
9
577
4
2020-02-25 15:21:39.205850
Average
No
Daily
Condo
270
1,184,868
52
Male
85,951
Divorced
null
Bachelor's
Self-Employed
40.766129
Rural
Premium
null
8
791
1
2024-05-12 15:21:39.230483
Good
Yes
Weekly
House
382
1,184,869
23
Male
71,745
Divorced
0
PhD
Employed
10.147545
Suburban
Premium
0
5
null
7
2023-11-17 15:21:39.290098
Average
No
Rarely
Apartment
130
1,184,870
59
Female
23,470
Single
0
Master's
Self-Employed
38.479892
Rural
Basic
1
7
771
9
2024-08-12 15:21:39.166062
Average
No
Monthly
Apartment
1,651
1,184,871
38
Male
45,673
Single
4
High School
null
45.428916
Rural
Basic
2
2
659
3
2022-09-25 15:21:39.224915
Good
Yes
Weekly
Apartment
648
1,184,872
24
Female
36,287
Divorced
4
High School
Self-Employed
29.858476
Rural
Comprehensive
0
9
693
2
2023-09-06 15:21:39.219432
Average
Yes
Rarely
Condo
561
1,184,873
31
Female
14,051
Divorced
0
Bachelor's
Employed
12.936115
Suburban
Basic
null
0
539
3
2023-04-18 15:21:39.134960
Good
No
Rarely
Condo
746
1,184,874
34
Male
44,119
Married
3
Bachelor's
Employed
11.85615
Rural
Basic
0
5
784
4
2019-08-22 15:21:39.134960
null
No
Rarely
Apartment
1,620
1,184,875
40
Female
45,469
Married
3
Bachelor's
Employed
32.57422
Rural
Basic
null
5
415
5
2021-01-31 15:21:39.152732
Poor
No
Weekly
Apartment
2,001
1,184,876
40
Male
null
Single
3
Bachelor's
null
32.364036
Suburban
Comprehensive
1
16
519
4
2024-01-06 15:21:39.172097
Poor
Yes
Daily
Apartment
72
1,184,877
57
Male
6,894
Married
4
PhD
Unemployed
27.874391
Urban
Basic
null
11
624
8
2020-06-28 15:21:39.192212
Good
Yes
Monthly
Apartment
1,201
1,184,878
32
Male
6,192
Divorced
1
High School
null
17.739338
Rural
Premium
1
7
740
8
2020-05-12 15:21:39.155231
Poor
Yes
Daily
Condo
1,410
1,184,879
28
Female
46,018
Divorced
0
PhD
Unemployed
18.146827
Rural
Premium
1
10
696
8
2023-08-26 15:21:39.155231
Average
Yes
Weekly
Apartment
537
1,184,880
37
Male
43,400
Married
1
PhD
Unemployed
49.255065
Suburban
Basic
2
19
501
1
2020-09-02 15:21:39.134960
Average
Yes
Monthly
Condo
2,946
1,184,881
26
Female
6,424
Married
1
High School
Unemployed
32.1537
Rural
Premium
4
16
565
6
2024-04-03 15:21:39.221386
Poor
Yes
Rarely
House
2,674
1,184,882
59
Male
4,098
Divorced
0
High School
null
null
Suburban
Premium
null
7
null
1
2024-01-11 15:21:39.134960
Poor
Yes
Monthly
Apartment
2,064
1,184,883
44
Male
75,352
Single
4
Master's
null
9.31173
Urban
Premium
null
15
816
8
2021-10-22 15:21:39.165120
Good
No
Rarely
Apartment
323
1,184,884
22
Male
18,313
Single
2
Master's
Unemployed
21.847478
Urban
Basic
1
16
684
9
2024-01-05 15:21:39.237118
Good
No
Daily
House
609
1,184,885
52
Male
15,766
Single
4
Bachelor's
Unemployed
8.794509
Rural
Premium
null
3
710
3
2023-08-24 15:21:39.094752
Poor
No
Monthly
Apartment
975
1,184,886
20
Male
3,819
null
4
Bachelor's
Employed
10.65366
Rural
Comprehensive
1
18
474
2
2020-03-25 15:21:39.143708
Good
Yes
Daily
House
3,132
1,184,887
24
Female
23,454
Single
4
High School
null
11.72251
Urban
Comprehensive
1
11
null
3
2020-12-05 15:21:39.089116
Good
Yes
Rarely
Apartment
23
1,184,888
21
Male
10,062
Married
0
Bachelor's
null
7.928304
Rural
Basic
0
16
818
4
2019-10-08 15:21:39.129190
Average
Yes
Weekly
House
589
1,184,889
49
Male
913
Divorced
3
Bachelor's
null
35.168943
Rural
Premium
0
3
446
6
2024-03-22 15:21:39.175719
Average
Yes
Rarely
Apartment
1,205
1,184,890
62
Male
108,891
Divorced
4
Bachelor's
Self-Employed
32.446749
Urban
Premium
3
9
571
7
2019-11-16 15:21:39.111551
Poor
Yes
Rarely
Apartment
38
1,184,891
64
Male
1,413
Married
2
PhD
null
12.096014
Rural
Comprehensive
0
7
613
8
2023-06-27 15:21:39.276901
Average
Yes
Rarely
Condo
2,195
1,184,892
26
Female
18,072
Single
3
High School
Self-Employed
24.898451
Suburban
Premium
2
19
471
5
2022-05-12 15:21:39.172097
Poor
Yes
Rarely
House
471
1,184,893
63
Male
37,387
Divorced
0
Bachelor's
Unemployed
25.907724
Urban
Basic
0
13
725
7
2020-01-18 15:21:39.290098
Average
No
Rarely
House
1,611
1,184,894
22
Male
39,451
Single
0
PhD
Employed
20.122787
Suburban
Comprehensive
null
9
703
8
2021-04-07 15:21:39.092127
Poor
Yes
Daily
House
523
1,184,895
18
Female
18,783
Married
0
High School
Self-Employed
9.493837
Suburban
Premium
1
19
562
8
2024-03-02 15:21:39.248098
Poor
No
Weekly
Apartment
568
1,184,896
18
Male
20,968
Married
2
PhD
Employed
29.813017
Rural
Comprehensive
null
15
324
4
2020-01-24 15:21:39.080440
Poor
No
Monthly
House
869
1,184,897
30
Female
141,564
Married
3
PhD
Self-Employed
23.955154
Urban
Premium
3
10
696
8
2024-01-06 15:21:39.164044
Average
No
Weekly
Condo
2,054
1,184,898
40
Male
9,072
Single
2
Bachelor's
Unemployed
14.816548
Rural
Premium
1
8
809
1
2020-12-04 15:21:39.120168
Poor
No
Weekly
Apartment
439
1,184,899
27
Female
18,288
Married
4
Master's
Self-Employed
21.919185
Urban
Premium
1
10
683
2
2021-07-06 15:21:39.209847
Poor
Yes
Rarely
Apartment
1,209