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
39,800
42
Male
17,164
Married
3
PhD
Unemployed
6.342749
Urban
Comprehensive
2
14
689
3
2022-04-10 15:21:39.288099
Average
No
Weekly
House
2,248
39,801
34
Female
2,445
Single
2
Bachelor's
Unemployed
9.823511
Rural
Premium
null
14
829
2
2019-08-23 15:21:39.170099
Average
Yes
Weekly
Condo
2,145
39,802
30
Female
null
Married
4
High School
Employed
7.832158
Rural
Premium
0
10
413
3
2021-08-29 15:21:39.264504
Poor
Yes
Rarely
Apartment
3,763
39,803
39
Female
3,499
Divorced
null
Bachelor's
Employed
35.694927
Suburban
Comprehensive
1
19
452
9
2020-04-17 15:21:39.155231
Average
No
Daily
House
1,290
39,804
28
Female
937
Married
null
Bachelor's
Self-Employed
42.339549
Rural
Premium
2
1
621
3
2024-06-02 15:21:39.237118
Poor
No
Daily
Apartment
2,665
39,805
56
Male
138,259
Married
null
PhD
Employed
8.913393
Urban
Basic
0
2
687
6
2022-09-25 15:21:39.165120
Good
Yes
Monthly
House
138
39,806
37
Female
20,924
Single
2
High School
null
25.141304
Urban
Comprehensive
0
19
569
3
2022-01-19 15:21:39.133866
Poor
No
Rarely
Condo
441
39,807
64
Male
749
Married
1
Bachelor's
Self-Employed
null
Urban
Premium
1
5
639
7
2022-01-21 15:21:39.087123
Average
Yes
Rarely
Condo
2,091
39,808
49
Male
5,030
Single
1
High School
null
17.05152
Suburban
Premium
0
15
504
3
2023-03-01 15:21:39.155231
Poor
Yes
Monthly
House
1,066
39,809
61
Male
28,418
Single
2
High School
Self-Employed
18.543409
Rural
Basic
null
12
750
8
2021-12-17 15:21:39.155231
Average
No
Monthly
House
757
39,810
19
Female
17,237
Single
3
PhD
Employed
26.074544
Suburban
Basic
null
17
null
4
2019-11-06 15:21:39.155231
Good
No
Weekly
Condo
3,437
39,811
21
Female
16,863
Divorced
2
PhD
null
18.956181
Suburban
Basic
3
12
492
5
2024-01-16 15:21:39.134960
Good
Yes
Rarely
Apartment
2,608
39,812
57
Female
25,168
Single
4
High School
Self-Employed
11.869842
Urban
Comprehensive
null
4
634
4
2021-12-13 15:21:39.155231
Average
No
Monthly
House
772
39,813
22
Female
149,582
Single
4
Master's
null
21.428853
Rural
Comprehensive
2
1
772
5
2023-10-09 15:21:39.125660
Average
No
Rarely
Apartment
283
39,814
59
Female
1,808
Single
2
PhD
null
null
Urban
Premium
null
18
653
6
2022-03-02 15:21:39.187211
Good
Yes
Weekly
Condo
543
39,815
59
Male
5,856
Married
0
High School
Employed
37.794129
Urban
Comprehensive
0
18
366
3
2023-08-18 15:21:39.149731
Poor
No
Daily
Apartment
561
39,816
51
Female
58,925
Married
4
Bachelor's
Employed
27.811129
Suburban
Comprehensive
3
19
342
6
2022-12-01 15:21:39.090124
Average
Yes
Rarely
House
1,838
39,817
33
Female
5,570
Married
0
PhD
Self-Employed
6.87324
Urban
Comprehensive
1
15
661
6
2021-10-28 15:21:39.264504
Poor
No
Weekly
Apartment
3,453
39,818
19
Female
28,666
Single
3
PhD
null
null
Rural
Comprehensive
1
4
479
2
2022-03-09 15:21:39.155231
Average
Yes
Monthly
House
868
39,819
53
Male
61,347
Married
2
Master's
null
25.661496
Suburban
Basic
1
15
328
2
2019-10-14 15:21:39.289099
Good
No
Monthly
Apartment
1,736
39,820
23
Male
43,936
Divorced
3
PhD
null
30.653729
Urban
Basic
2
9
583
7
2022-05-24 15:21:39.122134
Average
Yes
Rarely
Apartment
1,171
39,821
38
Female
64,902
Married
3
Bachelor's
null
null
Urban
Premium
0
19
447
4
2020-06-08 15:21:39.155231
Poor
Yes
Weekly
House
1,436
39,822
33
Female
17,861
Married
0
Master's
Self-Employed
4.279576
Rural
Comprehensive
0
10
498
2
2021-05-29 15:21:39.260856
Good
Yes
Daily
House
1,138
39,823
44
Female
34,764
Divorced
3
Master's
Unemployed
45.848122
Rural
Premium
0
19
669
4
2021-05-25 15:21:39.092127
null
No
Rarely
House
817
39,824
61
Male
1,054
Divorced
4
PhD
null
37.536877
Urban
Comprehensive
2
6
null
6
2023-05-29 15:21:39.236064
Good
Yes
Monthly
Condo
158
39,825
22
Female
null
Single
2
Master's
Employed
10.91359
Urban
Premium
0
5
521
6
2021-04-06 15:21:39.105504
Good
Yes
Rarely
Apartment
68
39,826
42
Male
61,660
Single
4
High School
null
43.664313
Suburban
Comprehensive
null
4
344
5
2020-03-17 15:21:39.128286
Average
No
Rarely
Apartment
1,111
39,827
29
Female
14,092
Divorced
2
High School
Self-Employed
20.917551
Rural
Comprehensive
2
12
713
2
2022-11-22 15:21:39.134960
Poor
No
Weekly
Apartment
1,586
39,828
27
Male
10,122
Divorced
4
Master's
Self-Employed
11.519682
Rural
Premium
0
1
523
4
2019-12-25 15:21:39.250151
Average
Yes
Daily
Apartment
282
39,829
53
Male
51,918
Divorced
3
High School
Unemployed
37.979402
Urban
Premium
2
10
839
5
2020-01-04 15:21:39.237118
null
Yes
Monthly
House
926
39,830
39
Female
35,214
null
0
Master's
null
31.161517
Suburban
Basic
null
2
707
9
2022-04-24 15:21:39.276901
Poor
Yes
Weekly
House
934
39,831
37
Female
122,903
Divorced
0
PhD
null
50.296956
Suburban
Basic
null
4
751
7
2019-11-22 15:21:39.089116
Average
Yes
Weekly
House
2,167
39,832
21
Female
82,266
Single
null
Bachelor's
Self-Employed
42.64159
Suburban
Basic
1
14
849
9
2022-04-25 15:21:39.224915
Good
No
Daily
Apartment
219
39,833
58
Female
null
Single
0
High School
Employed
24.094969
Suburban
Basic
0
5
433
7
2020-09-10 15:21:39.237118
Good
No
Monthly
Apartment
27
39,834
42
Female
16,081
Divorced
0
Bachelor's
Self-Employed
15.446086
Rural
Basic
1
9
333
2
2020-09-16 15:21:39.082499
Average
No
Rarely
House
2,167
39,835
48
Male
12,709
Divorced
0
PhD
null
22.878018
Urban
Basic
0
9
572
3
2023-09-23 15:21:39.281787
Good
Yes
Weekly
Condo
1,752
39,836
62
Female
18,368
Single
null
Master's
null
33.683837
Rural
Basic
null
5
484
3
2023-05-25 15:21:39.168099
Poor
Yes
Daily
House
23
39,837
60
Female
18,096
Divorced
4
Bachelor's
Self-Employed
27.918192
Urban
Premium
null
10
725
9
2022-04-01 15:21:39.134960
Good
No
Rarely
House
696
39,838
42
Female
4,540
Married
null
Master's
Employed
33.067254
Urban
Comprehensive
null
6
661
7
2022-01-02 15:21:39.134960
Poor
Yes
Weekly
House
2,868
39,839
61
Female
null
Divorced
4
Bachelor's
Unemployed
11.094535
Urban
Premium
0
13
468
6
2023-08-22 15:21:39.256696
Poor
Yes
Daily
House
112
39,840
57
Male
24,986
Married
4
Bachelor's
Employed
47.947794
Rural
Comprehensive
null
17
750
2
2021-10-02 15:21:39.192212
Poor
No
Rarely
Apartment
870
39,841
64
Male
4,026
Divorced
3
PhD
null
null
Rural
Premium
0
19
639
2
2022-04-09 15:21:39.226954
null
No
Monthly
House
1,196
39,842
28
Male
133,616
Single
1
PhD
Employed
15.84896
Rural
Comprehensive
2
7
301
1
2023-01-08 15:21:39.222387
Good
No
Daily
Apartment
1,488
39,843
48
Female
35,329
Divorced
2
Bachelor's
Self-Employed
52.25159
Urban
Premium
0
2
null
3
2024-06-21 15:21:39.194829
Average
Yes
Weekly
Condo
1,241
39,844
25
Male
2,417
Single
0
Master's
null
14.369714
Suburban
Comprehensive
1
4
682
7
2024-02-08 15:21:39.177724
Good
No
Daily
Apartment
2,301
39,845
21
Female
62,972
Divorced
1
High School
Unemployed
13.82961
Suburban
Comprehensive
null
15
371
7
2022-10-08 15:21:39.172097
Good
Yes
Weekly
House
1,130
39,846
46
Male
17,194
Single
0
High School
Unemployed
16.773919
Suburban
Premium
1
9
317
5
2019-12-02 15:21:39.173834
Average
No
Rarely
Condo
502
39,847
38
Male
39,141
Single
2
High School
null
28.527417
Rural
Basic
1
0
481
1
2023-10-16 15:21:39.123711
Average
Yes
Weekly
Apartment
1,223
39,848
49
Male
57,812
Single
null
Bachelor's
Self-Employed
25.58237
Urban
Basic
null
9
349
5
2020-05-14 15:21:39.237118
Average
No
Monthly
Apartment
1,713
39,849
29
Male
80,797
Divorced
4
Bachelor's
Employed
26.945682
Rural
Premium
0
2
388
9
2020-06-21 15:21:39.164044
Average
Yes
Weekly
Apartment
457
39,850
28
Male
533
Married
0
Bachelor's
Employed
30.907901
Urban
Comprehensive
null
16
549
1
2023-12-28 15:21:39.249100
null
No
Weekly
Condo
382
39,851
59
Male
48,169
Single
1
Master's
null
21.444024
Rural
Basic
1
16
455
8
2022-12-09 15:21:39.102694
Good
Yes
Daily
Apartment
424
39,852
64
Female
40,322
Single
1
Master's
null
36.945874
Suburban
Premium
null
1
818
8
2020-07-29 15:21:39.155231
Good
Yes
Daily
House
1,154
39,853
46
Female
3,638
Married
4
PhD
Employed
16.770053
Urban
Comprehensive
null
0
677
3
2023-06-09 15:21:39.197445
Good
No
Monthly
Apartment
40
39,854
34
Male
769
Divorced
1
Master's
null
41.674411
Rural
Basic
0
5
677
7
2020-04-13 15:21:39.134960
Good
No
Monthly
Condo
2,290
39,855
51
Female
39,285
Divorced
4
Bachelor's
Employed
31.959288
Suburban
Basic
0
13
603
6
2021-04-13 15:21:39.254678
Average
No
Rarely
House
939
39,856
32
Male
665
Married
1
PhD
null
6.824099
Rural
Basic
2
19
null
5
2022-12-05 15:21:39.253660
Poor
Yes
Rarely
Apartment
847
39,857
59
Male
9,369
Married
3
High School
Employed
30.295067
Rural
Comprehensive
0
11
379
4
2022-03-02 15:21:39.101733
Good
Yes
Daily
House
1,279
39,858
62
Female
103,428
Married
0
High School
Unemployed
17.444426
Urban
Basic
1
10
495
4
2020-07-23 15:21:39.097737
Good
Yes
Weekly
House
2,981
39,859
47
Female
15,641
Divorced
2
Bachelor's
Self-Employed
23.958395
Rural
Premium
0
16
699
3
2024-04-09 15:21:39.155231
Poor
Yes
Monthly
House
843
39,860
26
Female
4,027
Married
3
Master's
Self-Employed
7.866858
Suburban
Basic
2
16
837
1
2022-05-27 15:21:39.199447
Good
No
Rarely
House
942
39,861
36
Male
1,596
Divorced
null
Bachelor's
null
31.158914
Suburban
Comprehensive
null
5
413
2
2022-06-20 15:21:39.191219
Average
Yes
Rarely
Condo
2,057
39,862
31
Female
32,695
Married
1
High School
Self-Employed
27.927579
Suburban
Premium
null
5
682
2
2021-09-23 15:21:39.207847
Good
Yes
Weekly
House
1,182
39,863
63
Male
10,493
Single
0
High School
null
9.869596
Suburban
Premium
0
11
637
8
2021-07-13 15:21:39.247098
Average
No
Rarely
Condo
176
39,864
46
Male
80,128
Single
1
High School
Employed
29.070029
Urban
Premium
1
4
452
1
2024-03-12 15:21:39.134960
Good
No
Daily
Apartment
878
39,865
29
Female
711
Single
4
Bachelor's
Unemployed
null
Urban
Comprehensive
0
15
607
5
2022-10-06 15:21:39.134960
Good
No
Monthly
Apartment
439
39,866
30
Female
23,991
Married
3
Master's
Employed
43.36207
Urban
Comprehensive
null
0
564
1
2020-04-01 15:21:39.172097
Good
No
Daily
Apartment
1,229
39,867
34
Male
23,470
Single
0
Master's
Employed
13.351755
Rural
Comprehensive
1
17
834
2
2022-10-26 15:21:39.286113
Average
Yes
Monthly
House
2,428
39,868
49
Female
39,155
Divorced
2
High School
null
39.707627
Urban
Premium
null
11
472
5
2023-07-06 15:21:39.168099
null
Yes
Weekly
Condo
628
39,869
43
Female
6,098
Single
3
High School
Self-Employed
31.332622
Urban
Premium
0
6
840
9
2022-07-24 15:21:39.251142
Average
No
Monthly
Condo
1,015
39,870
54
Male
43,946
Single
4
High School
Self-Employed
14.742186
Urban
Comprehensive
null
19
769
9
2020-07-01 15:21:39.123711
Poor
No
Monthly
House
498
39,871
34
Female
67,420
Married
2
Bachelor's
Employed
15.612438
Rural
Premium
0
6
847
9
2021-05-28 15:21:39.261856
Poor
Yes
Rarely
Apartment
4,149
39,872
46
Male
79,950
Single
1
High School
null
51.790952
Urban
Comprehensive
0
13
573
7
2021-05-09 15:21:39.134960
Poor
No
Weekly
Apartment
859
39,873
31
Female
95,403
Single
2
High School
null
41.979111
Suburban
Basic
0
6
500
9
2022-06-18 15:21:39.155231
Good
No
Daily
House
280
39,874
56
Female
44,581
Divorced
null
High School
null
5.476483
Urban
Comprehensive
1
7
598
5
2019-12-13 15:21:39.124659
Poor
Yes
Rarely
House
1,079
39,875
36
Female
12,983
Married
0
Master's
Employed
22.933763
Rural
Comprehensive
null
13
725
7
2020-04-18 15:21:39.172097
Good
Yes
Rarely
Apartment
486
39,876
50
Female
30,862
Married
0
Master's
null
20.599968
Rural
Premium
2
15
675
5
2019-10-14 15:21:39.093681
Average
Yes
Rarely
Condo
1,025
39,877
62
Female
5,346
Single
0
Bachelor's
Unemployed
46.857228
Urban
Basic
2
16
557
9
2020-09-29 15:21:39.134960
Poor
No
Daily
Condo
1,621
39,878
20
Male
8,334
Divorced
3
Master's
null
8.876213
Rural
Premium
1
14
734
3
2023-11-12 15:21:39.237118
Poor
Yes
Weekly
House
2,960
39,879
43
Male
54,278
Single
0
Master's
Self-Employed
36.865366
Suburban
Basic
0
3
419
1
2020-10-11 15:21:39.244069
Poor
No
Monthly
Condo
846
39,880
48
Female
48,980
Divorced
2
High School
null
18.058784
Urban
Basic
2
19
null
9
2020-08-15 15:21:39.171102
Poor
Yes
Monthly
Apartment
2,856
39,881
45
Female
null
Single
2
Master's
Employed
13.858586
Suburban
Basic
1
10
703
6
2023-03-26 15:21:39.202448
Average
No
Monthly
House
415
39,882
47
Female
17,093
Married
3
Bachelor's
null
17.324681
Suburban
Basic
2
15
748
7
2024-04-04 15:21:39.102694
Average
No
Monthly
House
826
39,883
63
Female
1,540
Single
0
High School
Employed
31.494881
Suburban
Comprehensive
2
16
367
1
2024-05-01 15:21:39.254678
Average
Yes
Rarely
Condo
34
39,884
45
Female
907
Single
3
High School
Self-Employed
39.907157
Rural
Comprehensive
1
11
339
1
2024-06-26 15:21:39.261856
Poor
No
Rarely
Apartment
1,751
39,885
61
Male
5,962
Married
1
High School
Self-Employed
6.086034
Rural
Comprehensive
2
2
565
9
2020-12-30 15:21:39.231531
Average
No
Weekly
House
926
39,886
58
Male
5,058
Married
1
PhD
null
27.74468
Rural
Basic
0
4
757
4
2024-03-09 15:21:39.120168
Average
No
Daily
Apartment
29
39,887
42
Male
1,206
Single
1
Bachelor's
Self-Employed
null
Suburban
Premium
null
18
581
4
2023-04-21 15:21:39.165120
Good
Yes
Weekly
House
1,027
39,888
63
Female
35,321
Married
4
PhD
null
11.794582
Rural
Premium
1
6
543
7
2020-09-21 15:21:39.261856
Average
No
Monthly
House
2,694
39,889
42
Female
13,086
Divorced
3
PhD
Unemployed
22.954527
Rural
Comprehensive
null
11
516
2
2023-06-29 15:21:39.233998
null
Yes
Monthly
Apartment
495
39,890
59
Male
53,611
Married
2
Master's
Unemployed
11.587625
Rural
Comprehensive
null
15
578
5
2023-08-25 15:21:39.237118
null
No
Weekly
Apartment
273
39,891
41
Male
19,887
Married
1
PhD
null
32.677509
Rural
Basic
null
17
448
4
2021-07-17 15:21:39.126661
Good
Yes
Rarely
Condo
160
39,892
42
Male
141
Married
1
Bachelor's
Employed
33.847125
Suburban
Basic
null
15
670
1
2021-09-08 15:21:39.155231
null
No
Monthly
Apartment
141
39,893
27
Female
1,133
Divorced
1
Bachelor's
Self-Employed
31.585712
Suburban
Comprehensive
1
11
617
5
2021-10-18 15:21:39.254678
Average
Yes
Monthly
Condo
28
39,894
31
Male
1,158
Married
2
PhD
Employed
17.867958
Urban
Premium
0
11
324
9
2020-03-02 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,139
39,895
55
Male
56,963
Single
4
High School
Self-Employed
27.437843
Suburban
Basic
1
13
394
6
2020-09-07 15:21:39.150730
Good
Yes
Daily
House
904
39,896
47
Male
909
Single
1
Bachelor's
Unemployed
25.864425
Urban
Comprehensive
null
0
336
2
2021-12-14 15:21:39.134960
Average
No
Monthly
Apartment
1,959
39,897
27
Male
57
Single
4
PhD
null
13.416311
Rural
Basic
3
12
624
7
2020-10-22 15:21:39.098696
Average
Yes
Rarely
House
1,035
39,898
32
Female
45,838
Single
1
High School
Unemployed
20.817451
Urban
Basic
1
19
434
4
2023-01-10 15:21:39.134960
Average
No
Daily
Apartment
1,296
39,899
50
Male
48,412
Single
1
Master's
null
12.927135
Suburban
Basic
1
14
null
3
2019-09-16 15:21:39.094752
Good
Yes
Weekly
Condo
363