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
1,184,900
32
Male
1,267
Divorced
2
High School
null
37.539536
Rural
Premium
0
1
null
8
2024-07-08 15:21:39.085129
Average
No
Daily
Apartment
2,174
1,184,901
39
Female
16,652
Single
4
PhD
Employed
8.698975
Urban
Premium
1
11
661
3
2020-04-04 15:21:39.095696
Average
No
Rarely
Condo
1,637
1,184,902
46
Male
7,087
Single
3
PhD
null
19.927278
Suburban
Basic
0
13
571
6
2022-07-08 15:21:39.155231
Good
Yes
Monthly
Condo
1,258
1,184,903
62
Male
59,125
Divorced
0
High School
Employed
11.979117
Rural
Comprehensive
2
11
312
1
2020-07-21 15:21:39.082499
Average
Yes
Daily
Apartment
589
1,184,904
23
Female
55,400
Married
3
Bachelor's
Unemployed
31.593599
Urban
Basic
2
7
691
6
2021-01-02 15:21:39.085129
Good
No
Monthly
Apartment
3,688
1,184,905
26
Male
30,995
Married
null
PhD
Self-Employed
5.093652
Urban
Comprehensive
1
19
392
8
2023-02-02 15:21:39.115178
Good
Yes
Weekly
Condo
469
1,184,906
44
Female
68,798
Divorced
4
Bachelor's
null
19.035614
Suburban
Comprehensive
0
9
401
4
2020-04-29 15:21:39.256696
Good
Yes
Rarely
Condo
602
1,184,907
36
Female
52,712
Single
2
PhD
Unemployed
5.057717
Rural
Basic
1
12
524
7
2023-12-24 15:21:39.226954
Poor
Yes
Daily
Condo
392
1,184,908
57
Male
66,953
Single
0
Bachelor's
null
15.955797
Suburban
Premium
1
9
336
6
2021-03-31 15:21:39.237118
Average
No
Rarely
House
784
1,184,909
21
Female
35,123
Married
3
Bachelor's
Unemployed
30.811126
Suburban
Premium
0
10
834
2
2019-08-17 15:21:39.182597
Average
Yes
Monthly
Apartment
2,260
1,184,910
42
Female
73,033
Divorced
2
PhD
Employed
16.064459
Rural
Comprehensive
null
3
661
4
2024-05-24 15:21:39.155231
Average
Yes
Daily
House
221
1,184,911
40
Female
14,239
Single
1
High School
null
6.38584
Rural
Basic
null
10
null
2
2022-05-30 15:21:39.145732
Average
Yes
Daily
Apartment
672
1,184,912
24
Male
20,897
Divorced
null
Master's
null
15.441714
Urban
Basic
0
5
642
4
2020-04-11 15:21:39.105504
Average
Yes
Daily
House
23
1,184,913
30
Female
9,079
Married
4
High School
null
15.296657
Suburban
Basic
null
12
728
8
2024-06-19 15:21:39.192212
Average
Yes
Weekly
Apartment
896
1,184,914
53
Female
37,341
Married
3
PhD
null
41.149925
Urban
Basic
0
7
570
7
2023-02-27 15:21:39.272456
Good
Yes
Weekly
House
1,160
1,184,915
39
Female
4,550
Single
4
Bachelor's
Employed
36.297847
Rural
Comprehensive
1
15
434
8
2019-09-17 15:21:39.165120
Poor
Yes
Rarely
Condo
622
1,184,916
32
Male
23,872
Married
3
PhD
null
19.826382
Urban
Premium
3
12
532
5
2021-04-07 15:21:39.107553
Poor
Yes
Daily
Condo
1,284
1,184,917
46
Female
15,641
Single
1
Master's
null
11.624611
Suburban
Comprehensive
0
19
null
9
2021-10-06 15:21:39.278402
Poor
Yes
Monthly
Condo
790
1,184,918
42
Male
84,765
Divorced
4
High School
null
7.09261
Urban
Comprehensive
2
12
677
1
2023-02-06 15:21:39.237118
Average
Yes
Monthly
Condo
2,122
1,184,919
31
Male
2,498
Married
null
Bachelor's
Unemployed
null
Suburban
Premium
2
14
553
9
2023-03-15 15:21:39.123711
Average
Yes
Daily
House
1,231
1,184,920
38
Male
56,900
Divorced
0
Bachelor's
null
51.926753
Suburban
Basic
null
11
713
2
2020-04-17 15:21:39.134960
Average
Yes
Rarely
Condo
839
1,184,921
32
Male
4,825
Married
3
High School
Unemployed
null
Suburban
Basic
null
4
null
7
2024-04-10 15:21:39.134960
Average
No
Daily
Condo
622
1,184,922
38
Male
26,132
Single
3
Bachelor's
Employed
41.693402
Urban
Premium
1
15
718
6
2023-10-14 15:21:39.220389
Good
No
Daily
Apartment
912
1,184,923
22
Male
16,842
Married
2
Bachelor's
Unemployed
41.596682
Suburban
Basic
null
14
695
5
2023-07-30 15:21:39.200452
Average
No
Monthly
Apartment
923
1,184,924
44
Female
16,333
Divorced
0
Master's
null
39.753661
Rural
Basic
0
7
492
2
2021-05-24 15:21:39.088124
Good
No
Weekly
Condo
2,235
1,184,925
18
Female
73,078
Divorced
4
PhD
Self-Employed
5.688052
Suburban
Basic
0
13
720
2
2019-10-26 15:21:39.251142
Poor
Yes
Rarely
Condo
303
1,184,926
41
Male
1,405
Married
1
Master's
Unemployed
12.706032
Urban
Premium
3
11
743
6
2020-09-14 15:21:39.168099
Average
Yes
Daily
House
2,295
1,184,927
46
Female
4,569
Single
null
Bachelor's
null
24.964981
Rural
Comprehensive
2
7
584
8
2020-12-12 15:21:39.186212
Average
No
Monthly
Apartment
1,388
1,184,928
19
Male
31,298
Divorced
3
Bachelor's
null
18.244954
Urban
Comprehensive
1
8
623
1
2019-09-05 15:21:39.080440
Good
Yes
Weekly
Apartment
2,835
1,184,929
43
Female
36,557
Divorced
4
Bachelor's
Unemployed
48.183748
Suburban
Basic
0
3
701
7
2024-06-08 15:21:39.228521
null
No
Monthly
House
150
1,184,930
62
Male
16,978
Single
1
PhD
null
21.703418
Urban
Premium
1
18
696
6
2022-11-09 15:21:39.155231
Poor
No
Weekly
House
3,935
1,184,931
18
Female
69,137
Single
3
PhD
Employed
30.693983
Rural
Premium
null
6
781
1
2023-03-10 15:21:39.134960
Good
No
Weekly
Apartment
367
1,184,932
28
Male
18,093
Single
1
PhD
null
21.907894
Rural
Basic
1
11
602
1
2020-01-20 15:21:39.186212
Poor
No
Weekly
Apartment
806
1,184,933
63
Male
36,103
Divorced
1
Master's
Self-Employed
42.637954
Suburban
Comprehensive
2
17
560
4
2022-03-18 15:21:39.187211
Good
Yes
Daily
Condo
934
1,184,934
51
Female
1,277
Divorced
0
High School
null
14.153686
Urban
Premium
0
18
547
4
2023-03-11 15:21:39.081504
null
No
Daily
House
3,161
1,184,935
52
Female
4,520
Divorced
2
Bachelor's
Self-Employed
30.947236
Rural
Basic
2
1
556
6
2020-11-05 15:21:39.134960
Poor
No
Daily
Apartment
627
1,184,936
44
Female
18,203
Single
4
High School
Unemployed
16.519908
Urban
Comprehensive
0
1
696
1
2022-07-02 15:21:39.171102
Average
Yes
Monthly
Apartment
1,614
1,184,937
42
Male
10,178
Divorced
2
High School
Employed
20.926642
Rural
Premium
null
8
500
8
2020-08-13 15:21:39.155231
Good
No
Daily
Apartment
1,334
1,184,938
40
Male
52,413
Divorced
null
High School
Employed
9.771565
Rural
Premium
0
4
420
7
2021-04-20 15:21:39.134960
Good
No
Weekly
Apartment
888
1,184,939
56
Male
114,770
Married
4
Bachelor's
Employed
49.92726
Urban
Comprehensive
null
12
336
7
2019-08-29 15:21:39.134960
Poor
Yes
Daily
Apartment
1,137
1,184,940
29
Male
3,907
Married
1
PhD
Self-Employed
30.362079
Rural
Premium
0
1
null
2
2022-08-06 15:21:39.087123
Good
No
Rarely
Condo
3,036
1,184,941
38
Male
5,907
Married
1
PhD
null
7.189848
Rural
Premium
1
15
544
3
2022-06-22 15:21:39.095696
Good
Yes
Rarely
House
1,351
1,184,942
42
Female
52,233
Married
1
High School
null
26.797777
Suburban
Basic
null
18
372
2
2023-06-08 15:21:39.134960
Poor
Yes
Weekly
House
1,140
1,184,943
30
Male
16,078
Single
4
Bachelor's
Unemployed
33.011318
Suburban
Comprehensive
1
12
753
6
2023-10-25 15:21:39.092127
Poor
No
Rarely
Condo
515
1,184,944
40
Female
39,079
Divorced
3
High School
Unemployed
36.009871
Rural
Basic
null
8
636
6
2019-10-16 15:21:39.079128
Average
No
Daily
House
831
1,184,945
39
Female
34,246
Single
3
High School
Self-Employed
29.945549
Rural
Comprehensive
0
14
704
4
2021-04-26 15:21:39.130190
Good
Yes
Daily
Apartment
1,322
1,184,946
25
Male
6,902
Single
1
PhD
Unemployed
41.383707
Suburban
Premium
null
19
764
7
2019-08-17 15:21:39.198406
Poor
Yes
Monthly
Apartment
1,044
1,184,947
32
Male
15,041
Single
4
PhD
Self-Employed
8.639606
Suburban
Premium
1
13
null
5
2019-08-29 15:21:39.170099
Average
Yes
Daily
Apartment
1,660
1,184,948
48
Female
3,350
Married
4
Master's
Employed
9.858318
Rural
Premium
null
15
618
3
2020-12-22 15:21:39.221386
Average
Yes
Monthly
House
42
1,184,949
34
Female
17,579
Divorced
4
High School
null
7.886945
Urban
Comprehensive
null
7
646
1
2024-05-11 15:21:39.134960
Poor
Yes
Rarely
Condo
2,075
1,184,950
64
Female
6,971
Divorced
4
PhD
Unemployed
16.333437
Urban
Basic
null
8
816
9
2022-03-08 15:21:39.280784
Average
No
Monthly
House
641
1,184,951
40
Female
24,962
Single
4
High School
null
40.974991
Suburban
Comprehensive
4
12
558
1
2023-08-11 15:21:39.143708
null
No
Daily
Condo
1,592
1,184,952
51
Female
28,418
Divorced
0
PhD
Self-Employed
null
Rural
Comprehensive
null
19
838
4
2022-12-06 15:21:39.179186
Poor
No
Rarely
Apartment
1,049
1,184,953
64
Male
4,701
Single
4
Master's
Self-Employed
26.176548
Urban
Comprehensive
1
16
435
9
2020-11-22 15:21:39.255696
Good
Yes
Monthly
House
1,624
1,184,954
29
Male
23,169
Single
null
Bachelor's
null
21.857217
Urban
Basic
null
2
null
5
2022-06-20 15:21:39.233998
Poor
Yes
Rarely
House
249
1,184,955
48
Male
9,142
Married
1
Bachelor's
Employed
47.987897
Suburban
Premium
2
4
766
8
2021-05-01 15:21:39.187211
Poor
Yes
Daily
Apartment
3,039
1,184,956
25
Female
29,819
Married
0
Bachelor's
Employed
15.726105
Urban
Premium
1
10
null
8
2022-04-02 15:21:39.155231
Poor
Yes
Monthly
Condo
200
1,184,957
24
Male
6,416
Married
1
Master's
Self-Employed
null
Suburban
Comprehensive
1
0
null
6
2023-06-23 15:21:39.155231
Good
No
Weekly
Condo
518
1,184,958
53
Male
25,067
Divorced
null
Bachelor's
Employed
28.711367
Suburban
Basic
0
17
761
2
2023-03-09 15:21:39.155231
Average
No
Weekly
Condo
136
1,184,959
29
Female
63,542
Married
0
PhD
null
16.839153
Rural
Basic
null
11
317
7
2020-07-06 15:21:39.170099
Poor
Yes
Weekly
Condo
1,306
1,184,960
48
Female
16,881
Married
1
Bachelor's
Self-Employed
28.428516
Suburban
Basic
1
16
719
5
2021-09-13 15:21:39.098696
Good
Yes
Monthly
House
535
1,184,961
33
Female
34,506
Single
4
Bachelor's
Unemployed
31.355002
Suburban
Premium
1
17
655
8
2024-02-19 15:21:39.134960
Average
Yes
Daily
House
1,250
1,184,962
37
Male
21,420
Single
0
PhD
null
13.722125
Suburban
Premium
1
16
456
1
2021-11-18 15:21:39.173834
Good
No
Weekly
Condo
1,034
1,184,963
32
Female
17,096
Married
null
High School
Employed
24.868789
Rural
Comprehensive
0
11
731
3
2022-08-08 15:21:39.223390
Good
No
Monthly
Apartment
1,313
1,184,964
22
Male
12,897
Married
0
PhD
null
33.630466
Suburban
Premium
2
14
null
3
2023-08-03 15:21:39.172097
Good
No
Rarely
Apartment
643
1,184,965
35
Male
30,331
Married
3
Master's
Unemployed
19.447712
Rural
Basic
null
8
638
8
2021-10-01 15:21:39.287115
Average
Yes
Weekly
Apartment
1,630
1,184,966
27
Female
5,732
Single
3
Master's
Unemployed
15.924246
Suburban
Premium
null
10
null
3
2020-04-15 15:21:39.191219
Average
No
Monthly
House
1,082
1,184,967
21
Male
1,009
Single
3
Master's
Employed
20.912393
Rural
Basic
0
0
384
1
2023-10-11 15:21:39.116179
Average
No
Monthly
Apartment
3,036
1,184,968
54
Female
11,973
Divorced
2
Bachelor's
Unemployed
43.128863
Rural
Premium
0
16
541
5
2023-12-18 15:21:39.134960
Good
No
Daily
House
150
1,184,969
21
Female
18,116
Single
3
Master's
Self-Employed
9.938801
Rural
Premium
null
11
579
9
2022-07-18 15:21:39.144722
Poor
No
Rarely
House
790
1,184,970
64
Female
16,441
null
4
PhD
Unemployed
12.285664
Suburban
Comprehensive
2
14
642
3
2024-05-06 15:21:39.221386
Poor
Yes
Rarely
Condo
481
1,184,971
43
Female
25,135
Married
1
Master's
Self-Employed
7.191159
Rural
Basic
null
17
712
1
2022-07-10 15:21:39.274993
Good
No
Rarely
Condo
781
1,184,972
51
Female
28,981
Divorced
0
Master's
Unemployed
35.859263
Rural
Comprehensive
null
10
697
4
2022-05-28 15:21:39.149731
null
Yes
Rarely
House
838
1,184,973
29
Male
26,553
Divorced
4
Master's
Self-Employed
19.141366
Urban
Comprehensive
2
6
454
3
2023-08-06 15:21:39.236064
Good
Yes
Rarely
House
764
1,184,974
53
Male
17,403
Married
4
PhD
Self-Employed
13.879289
Suburban
Basic
null
2
790
8
2021-04-22 15:21:39.155231
Poor
No
Monthly
Condo
1,284
1,184,975
47
Female
44,690
Divorced
3
PhD
null
null
Suburban
Basic
null
5
635
1
2022-03-28 15:21:39.251142
Poor
No
Weekly
Apartment
813
1,184,976
54
Female
1,280
Divorced
0
Bachelor's
Unemployed
3.182832
Rural
Premium
0
7
433
8
2021-11-17 15:21:39.264504
Average
No
Weekly
Apartment
361
1,184,977
50
Female
1,205
Divorced
null
Master's
Employed
41.246946
Rural
Premium
null
6
463
8
2022-02-18 15:21:39.155231
Poor
No
Daily
Condo
783
1,184,978
24
Male
10,189
Single
null
PhD
null
9.527062
Suburban
Comprehensive
2
14
588
5
2024-07-30 15:21:39.211806
null
Yes
Rarely
Condo
1,777
1,184,979
47
Male
43,945
Married
1
Master's
Unemployed
10.936157
Urban
Premium
0
0
561
9
2024-04-13 15:21:39.134960
Good
No
Daily
Apartment
1,256
1,184,980
57
Male
56,058
Single
3
Bachelor's
Unemployed
10.946304
Suburban
Basic
0
3
451
4
2019-11-18 15:21:39.237118
Average
Yes
Daily
House
1,800
1,184,981
28
Male
47,918
null
null
Master's
null
43.457006
Rural
Basic
2
10
725
5
2021-08-31 15:21:39.155231
Good
No
Rarely
House
661
1,184,982
27
Female
34,021
Single
3
Bachelor's
Self-Employed
15.898975
Urban
Comprehensive
null
14
765
4
2023-06-13 15:21:39.093681
Average
Yes
Monthly
Apartment
1,230
1,184,983
60
Female
381
Divorced
4
Master's
Unemployed
24.658748
Urban
Premium
1
2
806
6
2024-06-08 15:21:39.155231
Good
No
Monthly
Condo
2,423
1,184,984
50
Female
1,526
Divorced
2
Bachelor's
Employed
null
Suburban
Comprehensive
1
15
687
2
2020-11-11 15:21:39.134960
Good
Yes
Rarely
Apartment
712
1,184,985
36
Male
15,696
Divorced
1
Master's
null
30.913602
Rural
Comprehensive
0
3
653
9
2020-05-23 15:21:39.155231
Poor
Yes
Daily
House
35
1,184,986
62
Female
3,645
Divorced
3
Bachelor's
null
null
Rural
Premium
null
8
null
9
2020-10-11 15:21:39.147735
Good
Yes
Monthly
Condo
474
1,184,987
52
Male
29,467
Divorced
3
High School
Unemployed
36.891326
Rural
Comprehensive
0
14
559
1
2023-09-11 15:21:39.143708
null
No
Weekly
Condo
1,487
1,184,988
36
Male
5,058
Single
1
PhD
Unemployed
19.812176
Urban
Comprehensive
0
1
662
3
2022-08-25 15:21:39.261856
Average
No
Rarely
House
1,351
1,184,989
26
Male
1,340
Divorced
4
High School
null
48.437661
Urban
Comprehensive
2
6
538
2
2022-06-06 15:21:39.155231
Good
Yes
Daily
Condo
596
1,184,990
20
Male
71,865
Married
2
PhD
Self-Employed
34.89305
Urban
Comprehensive
0
10
779
1
2019-11-26 15:21:39.280784
Poor
Yes
Rarely
Apartment
30
1,184,991
57
Female
23,249
Married
1
Master's
Self-Employed
18.716193
Rural
Comprehensive
3
5
746
8
2022-08-01 15:21:39.226954
Poor
No
Rarely
Condo
2,088
1,184,992
21
Male
64,873
Divorced
1
Master's
Self-Employed
42.668416
Suburban
Basic
null
16
null
8
2022-06-07 15:21:39.176717
null
No
Monthly
House
382
1,184,993
52
Female
4,522
Divorced
4
PhD
Self-Employed
10.94746
Urban
Basic
null
16
325
7
2022-07-12 15:21:39.134960
Poor
Yes
Daily
Condo
716
1,184,994
null
Female
114,438
Divorced
4
PhD
Unemployed
4.674562
Suburban
Basic
0
9
498
6
2019-08-29 15:21:39.086123
Average
No
Monthly
Apartment
2,948
1,184,995
54
Male
8,881
Divorced
1
Bachelor's
Self-Employed
7.935808
Urban
Comprehensive
null
3
335
9
2021-04-08 15:21:39.164044
Good
Yes
Monthly
Apartment
735
1,184,996
54
Female
17,553
Divorced
1
Master's
Employed
19.781748
Suburban
Premium
3
8
null
1
2022-11-18 15:21:39.213373
null
No
Monthly
Condo
1,103
1,184,997
44
Female
120,941
Married
2
PhD
Employed
28.422898
Urban
Premium
0
14
445
7
2022-10-20 15:21:39.184157
Poor
No
Weekly
Condo
1,133
1,184,998
60
Female
82,895
Married
null
Master's
null
35.239878
Rural
Premium
null
5
696
3
2021-08-16 15:21:39.134960
Good
Yes
Monthly
Apartment
115
1,184,999
46
Female
23,981
Single
3
High School
Unemployed
15.056749
Rural
Premium
1
2
678
9
2022-08-03 15:21:39.237118
Poor
Yes
Rarely
Apartment
439