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
1,193,600
47
Female
28,029
Married
0
Bachelor's
Unemployed
39.173514
Rural
Premium
null
19
769
4
2023-05-02 15:21:39.279729
Average
Yes
Weekly
Apartment
152
1,193,601
62
Female
12,054
Married
3
PhD
Employed
13.388521
Urban
Basic
null
15
480
3
2021-08-02 15:21:39.186212
Average
Yes
Monthly
Apartment
2,635
1,193,602
48
Female
84,713
Divorced
2
PhD
null
27.098368
Suburban
Comprehensive
null
11
729
5
2020-11-22 15:21:39.223901
Average
Yes
Monthly
Condo
112
1,193,603
57
Female
1,698
Single
1
High School
Unemployed
25.058484
Suburban
Premium
2
11
711
3
2019-09-10 15:21:39.097737
Average
No
Weekly
House
536
1,193,604
44
Male
26,182
Divorced
4
High School
null
23.891394
Rural
Comprehensive
0
3
637
2
2021-11-01 15:21:39.269494
Average
Yes
Weekly
House
456
1,193,605
64
Female
2,561
Divorced
1
Bachelor's
Unemployed
20.170571
Urban
Comprehensive
2
12
null
1
2020-07-02 15:21:39.134960
Poor
No
Daily
House
230
1,193,606
21
Male
37,669
Single
0
PhD
Unemployed
16.804086
Urban
Basic
0
17
661
3
2021-10-03 15:21:39.268507
Average
No
Daily
Apartment
2,626
1,193,607
20
Female
37,472
Single
1
Bachelor's
null
21.395918
Suburban
Premium
null
16
675
6
2019-10-22 15:21:39.186212
Poor
Yes
Monthly
House
855
1,193,608
20
Male
39,711
Single
4
Master's
Unemployed
15.097353
Rural
Premium
null
3
null
7
2020-01-08 15:21:39.237118
Good
No
Daily
Condo
437
1,193,609
32
Male
105,596
Single
0
Master's
null
13.385565
Rural
Premium
0
10
352
8
2020-05-20 15:21:39.120168
Good
Yes
Daily
Condo
1,404
1,193,610
46
Female
35,484
Divorced
4
Bachelor's
Unemployed
37.774722
Suburban
Premium
null
2
605
1
2022-11-07 15:21:39.134960
Average
Yes
Rarely
House
1,036
1,193,611
48
Female
79,827
Divorced
2
Bachelor's
Employed
34.607943
Rural
Basic
1
1
323
5
2020-07-06 15:21:39.085129
Good
No
Weekly
Apartment
1,249
1,193,612
61
Male
6,939
Married
3
Bachelor's
null
24.937183
Rural
Comprehensive
3
10
437
1
2021-10-09 15:21:39.218388
Good
Yes
Rarely
House
437
1,193,613
58
Female
43,922
Married
3
PhD
null
48.94526
Rural
Premium
1
4
488
2
2020-08-28 15:21:39.082499
Average
No
Monthly
House
477
1,193,614
44
Female
127,749
Single
null
Bachelor's
null
17.99382
Urban
Basic
3
0
453
3
2023-02-25 15:21:39.260856
Poor
No
Weekly
Condo
910
1,193,615
32
Male
2,927
Married
3
High School
null
23.722145
Suburban
Basic
2
16
778
9
2022-12-05 15:21:39.288099
Poor
Yes
Weekly
House
1,377
1,193,616
36
Male
3,570
Married
2
Bachelor's
Employed
34.122567
Rural
Comprehensive
2
13
418
2
2022-01-30 15:21:39.245086
Average
Yes
Monthly
Apartment
1,340
1,193,617
45
Male
149,472
Married
1
Master's
Unemployed
30.435446
Rural
Basic
2
5
750
9
2022-02-13 15:21:39.237118
null
No
Rarely
Condo
1,035
1,193,618
44
Female
3,392
Married
3
High School
Unemployed
21.848291
Suburban
Premium
2
11
481
8
2020-12-19 15:21:39.268507
Average
Yes
Monthly
Apartment
3,484
1,193,619
52
Female
8,823
Married
null
Master's
Employed
46.742984
Suburban
Comprehensive
0
3
null
3
2024-02-29 15:21:39.182597
Poor
Yes
Weekly
Condo
893
1,193,620
63
Female
858
Single
1
High School
Unemployed
9.527297
Rural
Comprehensive
1
11
843
3
2020-10-27 15:21:39.194829
Average
No
Rarely
Condo
393
1,193,621
47
Female
483
Married
4
PhD
Unemployed
20.834177
Rural
Premium
2
8
827
3
2021-05-13 15:21:39.283783
Good
Yes
Monthly
Apartment
731
1,193,622
36
Male
69,720
Divorced
3
Master's
null
12.804905
Rural
Comprehensive
null
6
394
4
2022-03-22 15:21:39.146733
Good
Yes
Weekly
Apartment
629
1,193,623
28
Female
7,087
Married
1
Bachelor's
Self-Employed
37.0542
Suburban
Basic
null
16
618
7
2020-07-08 15:21:39.167099
Average
No
Weekly
Apartment
1,401
1,193,624
30
Female
4,064
Married
0
PhD
Employed
48.587015
Urban
Basic
1
18
447
6
2020-05-29 15:21:39.260856
Poor
No
Weekly
Apartment
33
1,193,625
62
Male
469
Married
3
Master's
Employed
11.67404
Urban
Premium
2
4
551
7
2023-11-18 15:21:39.270454
Poor
Yes
Monthly
Apartment
1,136
1,193,626
57
Male
1,465
Divorced
2
High School
Unemployed
29.392428
Suburban
Basic
4
3
748
7
2022-07-02 15:21:39.194829
Average
No
Monthly
Apartment
1,872
1,193,627
49
Male
25,207
Single
4
High School
null
8.964624
Suburban
Premium
0
9
446
8
2024-03-23 15:21:39.226954
Good
Yes
Daily
Condo
1,490
1,193,628
35
Female
10,114
Married
2
Bachelor's
null
41.039786
Rural
Premium
2
8
637
5
2021-05-21 15:21:39.172097
Good
No
Rarely
Condo
1,583
1,193,629
25
Female
20,571
Married
1
PhD
null
41.512835
Rural
Basic
1
14
806
5
2021-05-09 15:21:39.149731
Good
No
Daily
Apartment
1,322
1,193,630
50
Male
11,253
Single
2
High School
null
20.583358
Suburban
Comprehensive
1
5
693
5
2021-04-30 15:21:39.144722
Good
Yes
Weekly
Apartment
569
1,193,631
59
Female
45,966
Divorced
3
High School
Employed
38.849097
Suburban
Premium
null
9
622
3
2021-04-09 15:21:39.092127
Poor
No
Rarely
Condo
538
1,193,632
26
Female
24,891
Single
1
PhD
null
15.613621
Suburban
Premium
0
7
622
1
2022-08-27 15:21:39.193945
Average
Yes
Weekly
Apartment
536
1,193,633
29
Female
3,309
Single
2
PhD
Unemployed
24.891232
Rural
Basic
0
0
643
1
2020-12-21 15:21:39.221386
Good
No
Monthly
Apartment
2,592
1,193,634
58
Female
11,360
Single
4
High School
Employed
23.277415
Rural
Basic
null
18
526
3
2023-07-02 15:21:39.170099
Good
No
Weekly
House
1,264
1,193,635
60
Male
117,263
Divorced
2
Master's
Unemployed
49.640167
Suburban
Comprehensive
0
5
399
5
2020-06-27 15:21:39.092127
Good
Yes
Monthly
Apartment
1,035
1,193,636
34
Male
28,963
Married
0
Master's
Unemployed
49.004743
Suburban
Premium
1
10
559
9
2020-03-04 15:21:39.244069
Poor
Yes
Weekly
House
1,301
1,193,637
31
Female
20,683
Single
3
Master's
Self-Employed
32.474871
Rural
Basic
null
19
629
5
2023-04-16 15:21:39.202448
Poor
No
Monthly
Condo
1,532
1,193,638
44
Male
82,724
Divorced
4
High School
Self-Employed
51.950137
Rural
Comprehensive
null
17
null
2
2023-01-04 15:21:39.226954
Good
Yes
Daily
House
20
1,193,639
34
Female
31,637
Single
4
Master's
null
14.55793
Urban
Basic
1
19
841
6
2023-12-14 15:21:39.259788
Average
Yes
Rarely
House
1,460
1,193,640
51
Male
924
Married
1
High School
Unemployed
null
Urban
Basic
3
3
685
4
2024-03-13 15:21:39.134960
Poor
Yes
Rarely
Apartment
393
1,193,641
47
Female
24,299
Married
1
Master's
Unemployed
36.868207
Suburban
Basic
null
12
null
9
2021-11-07 15:21:39.155231
Good
Yes
Rarely
Apartment
1,465
1,193,642
26
Female
539
Divorced
1
High School
Self-Employed
25.599069
Suburban
Basic
1
17
695
5
2022-04-09 15:21:39.181605
null
No
Daily
Condo
715
1,193,643
20
Male
103,930
Married
3
Master's
Self-Employed
17.934208
Rural
Basic
null
19
406
1
2020-04-17 15:21:39.155231
Average
Yes
Rarely
House
3,940
1,193,644
43
Male
40,791
Single
1
Master's
null
7.769154
Urban
Basic
null
0
null
7
2024-07-06 15:21:39.230483
Poor
Yes
Weekly
Condo
471
1,193,645
54
Male
929
Married
0
Master's
Self-Employed
22.455048
Rural
Comprehensive
1
12
772
2
2022-06-04 15:21:39.286113
null
No
Rarely
House
1,476
1,193,646
28
Male
2,360
Single
null
Bachelor's
Self-Employed
26.854003
Rural
Basic
3
3
823
9
2022-07-29 15:21:39.110557
Good
No
Daily
House
906
1,193,647
52
Female
17,774
Divorced
4
Master's
Self-Employed
15.056945
Rural
Comprehensive
null
1
748
2
2020-04-16 15:21:39.261856
Average
Yes
Rarely
Condo
1,208
1,193,648
52
Female
5,192
Single
3
Master's
null
19.002943
Urban
Basic
1
7
null
5
2023-11-27 15:21:39.125660
Poor
Yes
Weekly
House
187
1,193,649
56
Male
35,411
Divorced
4
Master's
Self-Employed
30.948802
Urban
Premium
1
9
650
1
2023-05-29 15:21:39.155231
Average
No
Daily
Apartment
2,233
1,193,650
20
Female
100,566
Single
3
High School
Employed
23.027733
Rural
Premium
null
8
422
5
2022-07-21 15:21:39.218388
Poor
Yes
Rarely
Condo
1,432
1,193,651
54
Female
45,923
Married
3
High School
Employed
14.824666
Suburban
Premium
2
9
null
1
2020-04-15 15:21:39.097737
Good
Yes
Rarely
Condo
861
1,193,652
19
Male
2,428
Single
2
Bachelor's
Unemployed
49.594881
Suburban
Premium
null
13
345
7
2024-06-21 15:21:39.129190
Poor
Yes
Daily
Condo
718
1,193,653
27
Female
27,894
Divorced
1
Master's
Unemployed
38.597329
Suburban
Premium
0
16
584
5
2022-10-14 15:21:39.286113
Good
No
Weekly
Apartment
1,691
1,193,654
23
Male
61,222
Married
3
PhD
null
19.823994
Urban
Premium
3
17
647
5
2021-04-21 15:21:39.260856
Average
Yes
Daily
Condo
158
1,193,655
28
Male
45,967
Divorced
null
Master's
null
41.449099
Suburban
Premium
null
6
null
4
2023-12-16 15:21:39.112553
Good
Yes
Monthly
House
717
1,193,656
59
Male
148,615
Single
null
High School
Employed
24.183511
Rural
Basic
1
14
441
6
2021-09-21 15:21:39.132191
Average
No
Weekly
Condo
1,267
1,193,657
54
Female
63,674
Divorced
null
High School
Unemployed
17.869
Suburban
Premium
0
17
426
7
2023-01-13 15:21:39.102694
null
Yes
Daily
House
522
1,193,658
44
Female
8,078
Divorced
0
High School
Employed
17.938673
Rural
Comprehensive
1
17
598
4
2020-01-16 15:21:39.274993
Average
Yes
Monthly
Condo
497
1,193,659
40
Female
7,909
Divorced
0
Bachelor's
Self-Employed
25.381038
Suburban
Comprehensive
1
4
null
3
2024-07-04 15:21:39.166062
Poor
Yes
Monthly
Apartment
1,176
1,193,660
41
Male
27,701
Married
1
PhD
null
25.082149
Rural
Basic
1
19
339
9
2024-04-09 15:21:39.237118
Good
Yes
Daily
Apartment
2,967
1,193,661
23
Female
27,707
Single
3
Master's
Self-Employed
null
Rural
Basic
1
11
null
6
2021-10-05 15:21:39.207847
Poor
No
Monthly
Apartment
589
1,193,662
31
Female
6,937
Divorced
2
High School
null
21.63716
Suburban
Premium
0
3
697
3
2022-09-20 15:21:39.134960
Good
Yes
Daily
Condo
1,867
1,193,663
51
Female
32,009
Single
1
Master's
Employed
22.936765
Rural
Premium
1
14
718
9
2021-08-31 15:21:39.095696
Average
No
Monthly
House
454
1,193,664
63
Male
23,443
Married
0
High School
Self-Employed
5.133544
Rural
Basic
2
12
805
6
2021-03-04 15:21:39.192212
Poor
No
Daily
Condo
547
1,193,665
47
Male
39,731
Divorced
2
PhD
Employed
40.939244
Suburban
Basic
0
7
782
2
2021-09-19 15:21:39.237118
Average
No
Weekly
House
1,369
1,193,666
53
Male
null
Divorced
3
PhD
null
46.153623
Suburban
Comprehensive
1
8
348
9
2022-10-10 15:21:39.087123
Average
No
Weekly
House
381
1,193,667
61
Male
null
Single
0
PhD
null
23.823271
Urban
Basic
0
10
644
7
2023-09-26 15:21:39.285112
Average
No
Rarely
Condo
65
1,193,668
56
Male
2,414
Married
0
High School
Unemployed
39.096115
Rural
Basic
null
16
697
2
2019-12-16 15:21:39.155231
Average
No
Weekly
Condo
1,683
1,193,669
42
Female
25,516
Single
0
Master's
Employed
16.552295
Urban
Premium
null
3
551
9
2020-02-12 15:21:39.134960
Good
No
Rarely
Apartment
1,718
1,193,670
38
Female
35,198
Divorced
0
PhD
null
22.988153
Rural
Premium
0
12
776
3
2024-07-01 15:21:39.147735
Good
Yes
Daily
House
180
1,193,671
19
Male
21,840
Married
3
PhD
Self-Employed
27.070173
Urban
Basic
1
17
653
1
2024-05-19 15:21:39.174719
Average
Yes
Rarely
Condo
832
1,193,672
31
Male
106,638
Married
null
High School
Self-Employed
11.824731
Rural
Premium
3
1
759
6
2023-09-05 15:21:39.121169
Poor
Yes
Weekly
Condo
23
1,193,673
33
Female
19,477
Divorced
3
High School
Unemployed
8.911656
Rural
Premium
null
6
493
8
2022-09-07 15:21:39.189223
Average
Yes
Monthly
Condo
694
1,193,674
55
Male
12,445
Single
4
Master's
null
17.153544
Rural
Basic
1
7
637
9
2019-12-06 15:21:39.217387
Average
No
Rarely
House
1,734
1,193,675
47
Male
54,416
Single
3
Master's
Self-Employed
12.274735
Urban
Basic
2
5
681
5
2023-11-20 15:21:39.105504
Average
Yes
Monthly
Condo
2,847
1,193,676
50
Male
28,593
Married
0
Bachelor's
Self-Employed
22.557033
Urban
Premium
2
9
672
7
2019-09-29 15:21:39.129190
Average
No
Daily
House
1,256
1,193,677
30
Female
3,765
Married
0
Bachelor's
Employed
37.77688
Suburban
Comprehensive
null
4
594
3
2021-10-25 15:21:39.085129
Poor
Yes
Weekly
Condo
3,480
1,193,678
59
Male
21,111
Divorced
1
Bachelor's
Employed
41.676416
Urban
Basic
null
0
842
9
2022-01-26 15:21:39.268507
Poor
No
Daily
Condo
132
1,193,679
18
Male
1,809
Married
2
Bachelor's
Self-Employed
36.945576
Rural
Comprehensive
1
6
612
8
2023-04-11 15:21:39.148733
Good
Yes
Rarely
Condo
3,964
1,193,680
25
Female
91,340
Married
null
PhD
Self-Employed
52.116522
Rural
Comprehensive
0
11
838
3
2022-12-07 15:21:39.123711
Average
Yes
Daily
Condo
604
1,193,681
18
Male
38,957
Married
2
Bachelor's
Unemployed
29.847892
Suburban
Premium
0
18
601
7
2022-11-23 15:21:39.251142
Poor
Yes
Weekly
House
946
1,193,682
41
Female
87,086
Single
2
Bachelor's
null
16.676552
Suburban
Basic
0
16
null
9
2020-10-21 15:21:39.155231
Poor
No
Monthly
House
416
1,193,683
31
Male
92,412
Married
0
Master's
Unemployed
11.035719
Rural
Comprehensive
0
12
584
7
2019-11-27 15:21:39.237118
Poor
Yes
Monthly
House
101
1,193,684
34
Male
146,853
Single
0
Bachelor's
Employed
47.44902
Suburban
Basic
0
18
374
7
2022-08-03 15:21:39.282785
Poor
Yes
Monthly
Condo
903
1,193,685
43
Female
null
null
1
Master's
Employed
30.052056
Suburban
Premium
2
17
394
2
2021-12-04 15:21:39.221386
Poor
Yes
Monthly
House
1,012
1,193,686
44
Male
7,071
Married
1
Bachelor's
Self-Employed
26.937246
Rural
Basic
1
14
646
5
2021-08-18 15:21:39.168099
Average
No
Daily
Condo
473
1,193,687
37
Male
70,469
Married
2
Master's
Self-Employed
47.544435
Suburban
Comprehensive
1
8
474
1
2023-07-17 15:21:39.237118
Poor
Yes
Monthly
Condo
3,757
1,193,688
22
Female
18,058
Single
4
Bachelor's
Self-Employed
27.094801
Rural
Premium
0
1
829
8
2023-02-04 15:21:39.086123
Poor
Yes
Weekly
Apartment
1,026
1,193,689
61
Female
103,728
Married
2
Master's
null
12.523979
Rural
Comprehensive
0
15
391
9
2020-08-29 15:21:39.147735
Poor
No
Monthly
Apartment
542
1,193,690
29
Female
72,411
Single
1
Bachelor's
Self-Employed
20.058576
Rural
Premium
0
1
null
1
2021-04-13 15:21:39.093681
Poor
Yes
Daily
House
421
1,193,691
28
Female
10,104
Divorced
1
PhD
null
6.764461
Rural
Comprehensive
null
9
null
9
2023-03-01 15:21:39.102694
Poor
No
Daily
Apartment
845
1,193,692
63
Male
5,529
Divorced
1
Master's
null
16.256532
Rural
Premium
0
19
648
8
2019-11-11 15:21:39.237118
Average
No
Rarely
House
1,881
1,193,693
56
Female
6,909
Divorced
4
Bachelor's
Employed
33.936597
Suburban
Comprehensive
1
6
640
5
2021-05-19 15:21:39.176717
Poor
No
Rarely
Apartment
603
1,193,694
21
Female
38,217
Single
null
PhD
null
9.299536
Urban
Basic
1
16
null
5
2020-11-22 15:21:39.155231
Average
No
Monthly
Apartment
3,294
1,193,695
21
Female
24,914
Married
1
Master's
Self-Employed
5.697513
Urban
Comprehensive
0
5
543
3
2024-02-27 15:21:39.099739
Poor
No
Weekly
Condo
815
1,193,696
42
Male
27,305
Single
3
PhD
Self-Employed
32.372382
Rural
Premium
1
15
499
6
2023-01-02 15:21:39.126661
Average
No
Rarely
Apartment
3,416
1,193,697
34
Male
17,718
Single
0
Bachelor's
Self-Employed
28.295711
Urban
Basic
null
19
570
8
2021-09-25 15:21:39.130190
Good
Yes
Daily
House
177
1,193,698
38
Female
18,098
Single
0
Master's
Unemployed
36.868308
Urban
Comprehensive
null
14
685
5
2021-06-25 15:21:39.134960
Average
Yes
Weekly
House
956
1,193,699
54
Female
56,535
Divorced
null
High School
Self-Employed
19.926311
Rural
Comprehensive
1
8
452
2
2020-12-25 15:21:39.235012
Poor
Yes
Monthly
House
1,584