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
1,191,900
52
Female
27,358
Married
null
PhD
null
17.59086
Rural
Comprehensive
1
17
null
5
2019-12-02 15:21:39.120168
Poor
No
Daily
Apartment
548
1,191,901
45
Female
21,236
Divorced
null
PhD
null
21.567298
Rural
Premium
0
9
340
3
2024-02-25 15:21:39.259788
Poor
No
Monthly
House
466
1,191,902
47
Male
39,078
Married
3
Bachelor's
Self-Employed
26.814314
Rural
Basic
0
16
731
8
2024-02-29 15:21:39.092127
Average
No
Monthly
Condo
2,612
1,191,903
39
Female
23,173
Married
3
Master's
Employed
4.887144
Suburban
Premium
0
11
633
6
2020-12-06 15:21:39.144722
Good
No
Weekly
House
671
1,191,904
48
Male
4,866
Divorced
0
Bachelor's
Employed
42.839231
Suburban
Premium
0
2
466
9
2020-08-13 15:21:39.155231
Average
No
Weekly
House
1,795
1,191,905
41
Male
106,526
Divorced
2
Master's
null
3.922152
Urban
Premium
2
11
469
2
2024-06-11 15:21:39.210805
Average
Yes
Rarely
House
2,879
1,191,906
60
Male
27,401
Divorced
1
PhD
Employed
34.05848
Suburban
Premium
null
12
554
2
2022-03-15 15:21:39.092127
Average
No
Daily
Condo
2,238
1,191,907
59
Male
81,162
Divorced
3
High School
Employed
16.294918
Suburban
Comprehensive
2
16
685
2
2020-12-11 15:21:39.134960
Average
Yes
Monthly
Condo
386
1,191,908
49
Male
72,916
Divorced
0
PhD
null
7.846256
Rural
Basic
null
8
654
7
2021-12-18 15:21:39.145732
Poor
No
Daily
Condo
112
1,191,909
64
Female
31,341
Divorced
4
High School
Unemployed
23.673173
Rural
Comprehensive
null
7
810
7
2022-10-11 15:21:39.286113
Poor
No
Rarely
House
614
1,191,910
46
Male
31,844
Married
4
Master's
Employed
26.248052
Suburban
Basic
1
9
731
8
2020-04-04 15:21:39.199447
Good
Yes
Rarely
Apartment
886
1,191,911
45
Male
23,836
Single
1
PhD
Self-Employed
33.723923
Rural
Premium
0
4
null
6
2021-08-09 15:21:39.087123
null
Yes
Weekly
House
79
1,191,912
42
Male
15,486
Divorced
1
High School
Unemployed
31.819063
Urban
Premium
0
14
637
1
2020-07-09 15:21:39.207847
Good
Yes
Weekly
Apartment
2,826
1,191,913
62
Male
24,984
Divorced
4
PhD
null
16.051686
Rural
Premium
null
6
542
8
2020-07-27 15:21:39.155231
Poor
Yes
Rarely
House
1,143
1,191,914
64
Male
963
Married
0
PhD
Self-Employed
32.567356
Urban
Premium
2
12
567
4
2021-09-02 15:21:39.147735
Poor
No
Daily
House
999
1,191,915
35
Female
25,247
Single
1
Bachelor's
null
21.974602
Suburban
Premium
0
6
836
6
2022-03-18 15:21:39.090124
Poor
Yes
Rarely
Apartment
928
1,191,916
18
Male
6,935
Married
0
Bachelor's
Employed
null
Suburban
Premium
0
16
799
8
2022-03-02 15:21:39.143708
Poor
No
Weekly
Condo
1,409
1,191,917
53
Female
362
Single
3
Bachelor's
Unemployed
30.13171
Suburban
Basic
0
16
477
1
2023-03-16 15:21:39.134960
Poor
Yes
Weekly
House
607
1,191,918
36
Female
24,839
Divorced
3
PhD
Self-Employed
17.053484
Urban
Comprehensive
1
10
565
3
2024-04-15 15:21:39.237118
Poor
Yes
Daily
Condo
899
1,191,919
61
Male
17,092
Divorced
null
High School
null
31.120191
Urban
Comprehensive
null
6
588
3
2023-08-03 15:21:39.155231
Good
No
Monthly
House
955
1,191,920
21
Female
null
Married
3
PhD
Employed
8.79347
Suburban
Comprehensive
0
6
802
3
2022-02-16 15:21:39.181605
Average
Yes
Weekly
Condo
399
1,191,921
37
Male
42,295
Single
4
Master's
null
22.419851
Urban
Basic
0
5
444
3
2022-01-04 15:21:39.124659
Average
Yes
Rarely
Apartment
544
1,191,922
51
Female
3,030
Single
2
PhD
Unemployed
14.779536
Suburban
Premium
2
10
498
5
2020-07-18 15:21:39.092127
null
Yes
Monthly
House
931
1,191,923
31
Female
722
Divorced
2
Bachelor's
Self-Employed
null
Rural
Basic
1
15
783
4
2021-04-04 15:21:39.155231
Good
Yes
Weekly
Apartment
763
1,191,924
62
Female
102,182
Divorced
0
High School
null
37.611522
Suburban
Premium
2
6
726
2
2020-01-08 15:21:39.172097
Average
No
Rarely
Condo
1,874
1,191,925
31
Male
null
Married
null
Master's
Unemployed
30.676817
Urban
Comprehensive
3
13
678
8
2022-12-07 15:21:39.124659
Average
No
Weekly
Apartment
30
1,191,926
52
Male
34,538
Married
0
Master's
Employed
15.804402
Rural
Basic
0
1
473
1
2024-02-03 15:21:39.173834
Poor
No
Daily
Apartment
768
1,191,927
21
Female
25,265
Divorced
3
PhD
Self-Employed
29.912125
Rural
Basic
null
19
781
2
2023-01-20 15:21:39.155231
Poor
No
Rarely
House
1,190
1,191,928
22
Female
635
Married
2
Master's
Unemployed
15.817104
Urban
Comprehensive
1
10
706
5
2020-01-25 15:21:39.204790
Poor
Yes
Rarely
Apartment
24
1,191,929
51
Male
29,055
Single
2
PhD
Employed
40.290526
Rural
Comprehensive
0
12
482
3
2023-06-03 15:21:39.134960
Average
No
Rarely
Condo
765
1,191,930
46
Male
7,053
Married
2
Master's
Employed
22.38143
Rural
Premium
2
2
585
2
2023-05-05 15:21:39.171102
Average
No
Weekly
Apartment
1,444
1,191,931
47
Female
10,963
Married
2
Master's
null
6.865963
Urban
Comprehensive
1
7
579
3
2021-03-31 15:21:39.105504
Average
No
Rarely
Apartment
938
1,191,932
51
Male
13,812
Single
0
High School
null
20.814991
Urban
Premium
null
12
null
8
2021-02-12 15:21:39.175719
Good
Yes
Rarely
Apartment
2,991
1,191,933
63
Male
5,827
Married
2
PhD
Employed
20.915516
Urban
Comprehensive
5
12
544
2
2020-10-12 15:21:39.223901
null
No
Daily
Apartment
1,419
1,191,934
27
Male
59,568
Divorced
1
Bachelor's
Unemployed
49.772301
Rural
Premium
null
3
429
6
2022-06-11 15:21:39.199447
Average
No
Weekly
Apartment
819
1,191,935
35
Male
1,850
Single
1
Master's
Employed
21.177713
Urban
Basic
1
8
466
6
2023-11-15 15:21:39.280784
Good
Yes
Monthly
Condo
1,850
1,191,936
57
Male
11,406
Divorced
0
PhD
Unemployed
33.926631
Urban
Comprehensive
1
11
605
8
2024-07-24 15:21:39.094752
Average
Yes
Daily
House
1,179
1,191,937
50
Female
15,215
Married
4
Bachelor's
Unemployed
30.692414
Rural
Basic
2
19
835
3
2023-02-12 15:21:39.192212
Poor
Yes
Rarely
House
934
1,191,938
62
Female
43,391
Married
1
High School
null
34.012207
Suburban
Basic
3
15
571
2
2021-02-04 15:21:39.182597
Poor
Yes
Daily
House
857
1,191,939
62
Male
4,066
Married
3
Bachelor's
Employed
38.903757
Suburban
Premium
2
5
null
8
2022-10-01 15:21:39.228521
Good
Yes
Weekly
House
845
1,191,940
48
Female
61,804
Married
3
High School
Employed
19.693613
Rural
Comprehensive
null
3
352
1
2021-09-23 15:21:39.208842
Good
Yes
Monthly
Apartment
487
1,191,941
32
Male
16,892
Divorced
4
PhD
Employed
25.37246
Suburban
Comprehensive
0
6
797
3
2023-12-05 15:21:39.194829
Poor
Yes
Rarely
House
112
1,191,942
31
Male
36,454
Single
1
Bachelor's
Self-Employed
47.476304
Rural
Comprehensive
1
14
836
7
2022-05-22 15:21:39.099739
null
Yes
Daily
House
587
1,191,943
21
Male
15,401
Single
null
High School
Employed
3.766644
Suburban
Basic
1
12
null
3
2020-04-02 15:21:39.263607
Good
Yes
Weekly
House
1,165
1,191,944
50
Male
116,955
Single
4
PhD
Unemployed
null
Rural
Premium
0
1
666
7
2023-02-15 15:21:39.285112
Poor
Yes
Daily
Condo
3,866
1,191,945
23
Female
27,311
Single
1
Bachelor's
Unemployed
11.47637
Rural
Comprehensive
null
18
383
9
2020-12-18 15:21:39.245086
Poor
No
Weekly
House
1,598
1,191,946
39
Male
32,268
Married
0
High School
Unemployed
11.621307
Urban
Premium
null
19
784
8
2023-03-30 15:21:39.287115
Poor
Yes
Rarely
Condo
476
1,191,947
null
Female
6,862
Single
null
High School
Self-Employed
37.058328
Urban
Basic
4
8
494
5
2021-10-31 15:21:39.211806
Poor
Yes
Weekly
Apartment
2,455
1,191,948
41
Male
35,160
Divorced
3
Bachelor's
null
21.967729
Suburban
Basic
null
11
699
6
2020-11-23 15:21:39.289099
Good
Yes
Daily
House
1,209
1,191,949
56
Male
2,591
Divorced
2
High School
null
12.948107
Urban
Premium
null
4
327
5
2019-11-21 15:21:39.201446
Good
No
Monthly
Apartment
38
1,191,950
55
Female
23,019
Married
3
Bachelor's
Unemployed
40.84877
Rural
Basic
2
13
640
4
2022-03-18 15:21:39.222387
Average
No
Weekly
House
571
1,191,951
63
Female
6,911
Married
0
Bachelor's
Self-Employed
16.296741
Rural
Comprehensive
0
8
801
2
2024-07-14 15:21:39.289099
Average
No
Rarely
Condo
575
1,191,952
43
Female
86,568
Single
3
Bachelor's
Self-Employed
8.959389
Urban
Premium
3
16
399
9
2020-03-26 15:21:39.155231
Average
Yes
Daily
House
909
1,191,953
32
Male
124,537
Single
3
High School
Unemployed
13.908461
Suburban
Premium
0
5
370
8
2020-04-02 15:21:39.276901
null
No
Rarely
Apartment
2,801
1,191,954
20
Male
24,982
Married
4
PhD
Self-Employed
21.947168
Urban
Comprehensive
1
17
309
2
2022-05-23 15:21:39.172097
Poor
No
Daily
Condo
609
1,191,955
63
Male
2,399
Married
2
PhD
Unemployed
8.784428
Urban
Comprehensive
0
19
713
2
2022-04-14 15:21:39.278402
Good
No
Monthly
Apartment
2,372
1,191,956
46
Female
123,574
Married
null
Master's
null
48.814752
Urban
Premium
1
10
564
2
2023-06-17 15:21:39.237118
Good
Yes
Weekly
House
110
1,191,957
59
Male
16,076
Single
0
Master's
Self-Employed
33.788134
Suburban
Premium
null
4
746
2
2020-04-03 15:21:39.134960
Good
No
Daily
Condo
462
1,191,958
60
Female
23,273
Married
2
PhD
null
49.594093
Suburban
Premium
null
7
461
9
2022-11-23 15:21:39.221386
Average
No
Rarely
Condo
654
1,191,959
44
Female
16,861
Married
1
Master's
Unemployed
36.020138
Urban
Premium
null
2
656
7
2023-03-31 15:21:39.118178
Good
No
Weekly
House
3,279
1,191,960
39
Female
18,041
Married
0
PhD
Employed
5.566112
Suburban
Premium
null
17
598
1
2024-04-24 15:21:39.250151
Poor
Yes
Rarely
Condo
828
1,191,961
26
Female
12,094
Single
0
High School
Employed
21.711696
Suburban
Premium
0
0
513
8
2020-05-09 15:21:39.283783
Average
No
Daily
Apartment
20
1,191,962
52
Male
39,091
Divorced
2
Bachelor's
Self-Employed
12.708465
Urban
Premium
0
19
796
8
2023-03-01 15:21:39.146733
Poor
No
Rarely
Apartment
299
1,191,963
20
Female
744
Divorced
2
High School
Unemployed
36.61927
Rural
Basic
2
17
740
8
2022-01-04 15:21:39.226954
Poor
No
Daily
Condo
695
1,191,964
35
Male
16,751
Married
1
Bachelor's
null
33.015834
Suburban
Basic
null
16
709
1
2020-02-23 15:21:39.209847
null
No
Daily
Condo
946
1,191,965
60
Female
26,604
Single
4
Master's
null
null
Urban
Comprehensive
0
9
573
9
2023-04-22 15:21:39.173834
Poor
Yes
Rarely
Apartment
964
1,191,966
59
Male
27,983
Divorced
0
High School
Employed
31.849098
Rural
Comprehensive
0
10
null
2
2021-01-23 15:21:39.134960
Poor
Yes
Rarely
Apartment
906
1,191,967
28
Female
26,102
Divorced
1
Master's
null
49.939201
Urban
Comprehensive
0
14
464
6
2019-09-10 15:21:39.170099
Average
No
Monthly
Condo
991
1,191,968
28
Female
38,360
Single
1
Bachelor's
null
9.794215
Rural
Premium
0
4
null
5
2024-04-19 15:21:39.123711
Poor
No
Daily
Apartment
1,568
1,191,969
23
Female
98,964
Married
null
Master's
Self-Employed
null
Rural
Comprehensive
1
15
498
3
2024-05-28 15:21:39.180553
Poor
No
Rarely
House
1,419
1,191,970
34
Female
22,224
Married
0
Master's
null
13.83726
Suburban
Premium
1
5
707
1
2021-11-14 15:21:39.087123
Average
Yes
Monthly
Condo
1,002
1,191,971
40
Female
43,493
Divorced
3
High School
Self-Employed
8.737489
Rural
Basic
null
18
632
6
2024-04-10 15:21:39.252145
Average
No
Monthly
Condo
2,125
1,191,972
19
Female
13,731
Married
0
PhD
Employed
19.991538
Rural
Basic
null
12
781
8
2023-06-01 15:21:39.089116
Good
No
Daily
Apartment
233
1,191,973
64
Male
25,573
Divorced
0
Master's
Unemployed
47.865131
Suburban
Premium
null
3
518
1
2019-11-01 15:21:39.095696
Average
No
Daily
House
892
1,191,974
60
Male
3,896
Divorced
4
Bachelor's
null
6.979429
Urban
Premium
1
11
773
6
2022-02-27 15:21:39.134960
Poor
Yes
Daily
Apartment
3,298
1,191,975
39
Female
46,891
Married
2
Bachelor's
Unemployed
32.273946
Rural
Premium
1
18
403
6
2022-05-03 15:21:39.118178
Average
Yes
Weekly
Condo
871
1,191,976
18
Female
121,795
Single
2
Bachelor's
null
41.175763
Suburban
Comprehensive
2
9
690
8
2020-08-02 15:21:39.175719
Good
Yes
Rarely
Condo
136
1,191,977
28
Male
16,101
Married
2
Master's
Unemployed
14.38585
Rural
Premium
0
6
726
5
2024-01-15 15:21:39.147735
Good
No
Monthly
Apartment
2,212
1,191,978
20
Female
64,148
Married
0
High School
Self-Employed
39.927258
Suburban
Premium
null
18
null
5
2020-01-23 15:21:39.261856
Average
Yes
Monthly
Apartment
240
1,191,979
56
Female
11,680
Single
1
Bachelor's
null
17.849307
Rural
Premium
0
3
574
2
2021-12-16 15:21:39.208842
null
No
Monthly
House
688
1,191,980
36
Female
623
Single
0
High School
Self-Employed
39.717607
Suburban
Premium
0
9
532
5
2022-01-14 15:21:39.228521
Average
No
Weekly
Condo
2,385
1,191,981
19
Female
48,881
Married
0
High School
Self-Employed
23.890827
Urban
Premium
null
7
397
6
2023-01-17 15:21:39.095696
Average
No
Rarely
House
1,534
1,191,982
52
Female
5,525
Married
0
Bachelor's
Employed
12.012459
Rural
Comprehensive
null
1
538
4
2020-06-08 15:21:39.250151
Average
Yes
Daily
Condo
614
1,191,983
24
Male
28,886
Married
null
PhD
Self-Employed
6.519516
Rural
Comprehensive
null
14
549
7
2020-07-30 15:21:39.134960
Good
No
Rarely
Apartment
1,040
1,191,984
63
Male
10,002
Married
0
Master's
Unemployed
14.157983
Rural
Comprehensive
1
7
553
5
2023-11-18 15:21:39.249100
Poor
No
Daily
Condo
311
1,191,985
57
Male
1,682
Divorced
2
Master's
null
37.151336
Rural
Premium
0
17
null
3
2021-08-16 15:21:39.134960
Poor
Yes
Daily
House
131
1,191,986
42
Male
7,875
Single
3
High School
Unemployed
7.012127
Suburban
Premium
1
2
734
3
2023-06-02 15:21:39.155231
Poor
Yes
Monthly
Apartment
763
1,191,987
21
Male
1,064
Divorced
3
Bachelor's
null
30.857673
Suburban
Comprehensive
2
7
581
8
2020-10-14 15:21:39.254678
Average
No
Weekly
Apartment
531
1,191,988
41
Female
45
Married
0
Master's
Self-Employed
27.678025
Urban
Premium
2
2
null
5
2020-02-23 15:21:39.093681
Poor
No
Monthly
Apartment
583
1,191,989
29
Female
18,456
Single
null
Bachelor's
Unemployed
11.927901
Urban
Basic
null
10
469
7
2023-04-29 15:21:39.112553
Good
Yes
Daily
House
487
1,191,990
52
Female
25,423
Divorced
4
Bachelor's
Employed
23.955896
Rural
Basic
0
7
796
7
2023-04-26 15:21:39.182597
Good
Yes
Monthly
Condo
254
1,191,991
41
Male
539
Single
3
High School
null
45.595078
Urban
Basic
1
7
null
5
2023-01-21 15:21:39.134960
Poor
Yes
Rarely
Condo
2,778
1,191,992
50
Female
1,607
Single
4
PhD
Unemployed
31.049385
Suburban
Premium
null
18
624
9
2021-03-02 15:21:39.092127
Poor
Yes
Rarely
Condo
3,132
1,191,993
63
Female
21,259
Single
4
Master's
Unemployed
7.492416
Urban
Comprehensive
0
6
554
1
2021-10-19 15:21:39.200452
Good
No
Monthly
Condo
1,933
1,191,994
null
Female
5,712
Single
0
High School
Unemployed
8.947732
Suburban
Premium
0
7
762
7
2023-09-25 15:21:39.155231
Poor
Yes
Daily
Condo
2,177
1,191,995
53
Female
27,189
Single
1
PhD
Unemployed
14.671577
Suburban
Comprehensive
1
15
806
3
2022-01-20 15:21:39.134960
Good
No
Rarely
Apartment
446
1,191,996
64
Female
10,098
Divorced
1
High School
Unemployed
6.381021
Rural
Premium
1
13
397
9
2020-05-10 15:21:39.121169
Average
No
Rarely
Apartment
793
1,191,997
21
Female
57,659
Divorced
0
High School
null
36.644889
Rural
Comprehensive
1
12
383
1
2021-02-07 15:21:39.245086
Poor
Yes
Daily
Condo
85
1,191,998
22
Male
1,929
Single
1
High School
Self-Employed
30.051974
Rural
Comprehensive
2
0
746
4
2020-04-23 15:21:39.276901
Poor
Yes
Daily
Condo
119
1,191,999
31
Female
148,389
Married
2
PhD
null
29.914353
Rural
Premium
1
4
834
9
2024-04-02 15:21:39.134960
Poor
Yes
Monthly
House
402