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
51,800
49
Female
43,432
Divorced
3
Bachelor's
Employed
33.790712
Urban
Basic
null
13
535
6
2021-05-28 15:21:39.205850
null
Yes
Daily
Condo
115
51,801
44
Male
30,347
Single
null
PhD
Self-Employed
52.553634
Rural
Basic
null
17
789
7
2023-06-08 15:21:39.172097
Good
No
Weekly
Apartment
1,790
51,802
34
Female
10,014
Single
1
Master's
Employed
19.78197
Urban
Basic
0
7
756
2
2021-01-01 15:21:39.087123
Poor
Yes
Weekly
Condo
567
51,803
35
Male
81,497
Single
0
Master's
Unemployed
29.887215
Suburban
Basic
0
13
404
1
2020-05-20 15:21:39.182597
Poor
Yes
Monthly
House
863
51,804
20
Female
39,079
Divorced
0
High School
Employed
36.760813
Suburban
Comprehensive
0
15
766
5
2023-06-21 15:21:39.155231
Poor
No
Daily
Apartment
1,188
51,805
46
Female
1,520
Single
3
Bachelor's
Employed
41.979385
Urban
Comprehensive
1
16
541
7
2022-06-30 15:21:39.122134
Poor
No
Monthly
House
309
51,806
36
Male
25,375
Married
null
Bachelor's
Self-Employed
48.906142
Urban
Basic
0
1
636
1
2023-04-01 15:21:39.134960
Average
Yes
Weekly
Apartment
1,617
51,807
55
Male
15,456
Single
3
PhD
Employed
11.580602
Rural
Basic
null
5
519
4
2020-03-27 15:21:39.244069
Poor
Yes
Daily
Apartment
919
51,808
52
Male
48,901
Divorced
3
PhD
Unemployed
null
Suburban
Premium
3
17
699
3
2022-11-15 15:21:39.186212
Poor
No
Monthly
House
742
51,809
26
Female
140,812
Single
3
High School
Unemployed
26.295587
Urban
Comprehensive
1
1
790
4
2021-03-21 15:21:39.237118
Good
No
Weekly
Condo
234
51,810
47
Female
1,312
Divorced
3
High School
null
32.048524
Suburban
Comprehensive
0
16
796
1
2019-10-23 15:21:39.126661
Average
Yes
Daily
House
27
51,811
29
Male
89,846
Divorced
null
High School
Self-Employed
20.33706
Rural
Comprehensive
null
14
449
4
2021-03-15 15:21:39.173834
Average
Yes
Weekly
Condo
24
51,812
35
Female
2,843
Divorced
4
PhD
Unemployed
16.472269
Urban
Basic
1
12
657
5
2019-10-31 15:21:39.176717
Poor
No
Weekly
Condo
1,232
51,813
41
Female
43,505
Single
0
High School
Employed
12.131662
Rural
Basic
1
18
474
1
2021-11-14 15:21:39.264504
Average
Yes
Daily
Condo
1,429
51,814
27
Male
null
Single
0
Master's
null
30.87879
Suburban
Premium
0
4
439
6
2020-03-19 15:21:39.102694
Average
Yes
Daily
Condo
431
51,815
47
Female
9,091
Single
2
PhD
Employed
29.987558
Suburban
Premium
1
4
595
3
2022-08-29 15:21:39.134960
Good
No
Daily
Apartment
739
51,816
21
Male
72,487
Single
0
Bachelor's
Self-Employed
21.999411
Rural
Comprehensive
3
17
401
2
2024-05-21 15:21:39.110557
Average
No
Weekly
Apartment
1,415
51,817
45
Female
39,069
Divorced
3
Master's
Self-Employed
16.588964
Suburban
Premium
0
11
662
5
2021-02-13 15:21:39.192212
null
No
Weekly
House
798
51,818
60
Female
35,334
Divorced
2
Bachelor's
Employed
27.671426
Urban
Basic
0
3
696
8
2023-06-16 15:21:39.150730
Good
Yes
Monthly
House
1,261
51,819
21
Female
438
Divorced
2
Bachelor's
null
20.014586
Suburban
Premium
1
3
783
7
2022-08-11 15:21:39.237118
Good
Yes
Monthly
Condo
23
51,820
27
Male
5,874
Married
null
Bachelor's
null
21.093731
Rural
Basic
1
14
719
8
2022-12-09 15:21:39.251142
Good
No
Monthly
Condo
469
51,821
40
Female
1,535
Single
4
Bachelor's
Self-Employed
39.058906
Rural
Premium
null
12
340
5
2023-03-29 15:21:39.080440
Average
Yes
Rarely
Apartment
717
51,822
39
Male
3,484
Divorced
null
Master's
Self-Employed
15.174416
Rural
Premium
1
16
453
3
2024-08-06 15:21:39.176717
Poor
No
Weekly
Condo
857
51,823
38
Male
25,806
Single
4
Master's
Employed
5.009899
Urban
Comprehensive
0
9
747
2
2023-04-03 15:21:39.134960
Poor
Yes
Weekly
Condo
2,435
51,824
45
Female
57,612
Single
4
High School
Employed
31.919271
Suburban
Comprehensive
null
9
372
7
2023-03-04 15:21:39.134960
Good
Yes
Rarely
Apartment
839
51,825
59
Male
null
Single
0
Master's
Employed
18.257773
Suburban
Comprehensive
1
2
846
6
2022-07-18 15:21:39.151732
Poor
Yes
Rarely
Apartment
362
51,826
44
Female
140,567
Single
2
Bachelor's
Employed
22.822983
Rural
Comprehensive
5
18
null
5
2023-09-22 15:21:39.098696
null
No
Weekly
Apartment
1,307
51,827
19
Female
141,623
Married
4
PhD
Self-Employed
29.829941
Rural
Basic
0
12
760
7
2023-09-20 15:21:39.134960
Average
No
Daily
Apartment
239
51,828
51
Female
10,033
Married
2
Master's
Employed
34.266721
Rural
Basic
null
17
431
2
2024-05-08 15:21:39.269494
Average
No
Rarely
House
1,037
51,829
60
Male
2,667
Single
4
High School
null
null
Urban
Premium
0
4
754
2
2019-09-04 15:21:39.131192
Average
Yes
Weekly
Condo
1,001
51,830
24
Female
35,475
Single
3
Bachelor's
Employed
8.526413
Suburban
Comprehensive
1
9
335
3
2022-10-22 15:21:39.235012
Poor
No
Monthly
House
944
51,831
33
Female
136,548
null
2
High School
Unemployed
37.507561
Urban
Basic
null
13
657
9
2022-08-16 15:21:39.194829
Good
No
Rarely
House
28
51,832
52
Male
2,472
Single
3
High School
Unemployed
33.764412
Urban
Comprehensive
2
0
482
5
2022-02-13 15:21:39.265513
Good
Yes
Daily
Apartment
1,269
51,833
54
Male
15,456
Divorced
3
PhD
Unemployed
4.573936
Urban
Premium
0
14
776
3
2021-07-18 15:21:39.155231
Good
Yes
Daily
Condo
686
51,834
53
Male
27,194
Single
1
High School
null
11.266098
Urban
Basic
null
7
731
3
2021-07-08 15:21:39.148733
Poor
Yes
Weekly
Condo
1,488
51,835
61
Female
10,881
Divorced
4
High School
Self-Employed
24.539708
Suburban
Basic
null
11
697
6
2020-06-25 15:21:39.087123
Poor
No
Rarely
Apartment
586
51,836
28
Female
30,415
Married
3
PhD
Unemployed
6.34378
Urban
Premium
0
7
null
5
2021-02-17 15:21:39.130190
Poor
No
Weekly
House
1,253
51,837
25
Male
14,112
Married
1
High School
null
10.958878
Urban
Basic
null
14
740
2
2021-10-01 15:21:39.091080
Average
Yes
Rarely
Apartment
78
51,838
56
Female
22,897
Single
4
Master's
Unemployed
22.82446
Suburban
Comprehensive
null
5
422
7
2020-05-27 15:21:39.134960
Good
No
Rarely
Apartment
929
51,839
34
Male
44,939
Single
2
PhD
Employed
29.991214
Urban
Basic
null
12
552
3
2024-05-04 15:21:39.237118
Poor
No
Rarely
Apartment
829
51,840
46
Male
27,897
Single
0
PhD
Unemployed
17.858786
Rural
Basic
0
9
835
7
2024-04-12 15:21:39.155231
Good
Yes
Monthly
Apartment
1,746
51,841
32
Male
17,154
Married
1
PhD
Unemployed
12.725471
Rural
Basic
null
19
588
6
2020-10-10 15:21:39.288099
Average
No
Daily
Apartment
946
51,842
51
Male
40,341
Married
0
Master's
null
38.253949
Suburban
Comprehensive
1
19
725
9
2023-11-23 15:21:39.206847
Average
No
Rarely
Condo
1,442
51,843
59
Male
26,200
Single
1
PhD
Unemployed
23.326849
Suburban
Comprehensive
1
14
795
7
2020-06-26 15:21:39.190215
Poor
No
Weekly
Apartment
754
51,844
45
Female
2,658
Single
2
Master's
Self-Employed
31.081268
Rural
Premium
1
13
418
1
2021-02-09 15:21:39.237118
Average
No
Weekly
Apartment
38
51,845
60
Male
26,351
Single
0
PhD
null
21.99148
Suburban
Premium
1
2
null
2
2022-12-21 15:21:39.256696
Good
No
Rarely
Apartment
110
51,846
46
Male
2,442
Married
3
Master's
Self-Employed
29.887323
Suburban
Comprehensive
0
16
754
3
2023-03-20 15:21:39.134960
null
No
Daily
House
596
51,847
57
Female
44,302
Divorced
4
Master's
Employed
34.769145
Urban
Basic
2
7
559
6
2023-08-28 15:21:39.134960
Average
No
Weekly
Condo
801
51,848
31
Female
55,645
Divorced
2
Master's
Employed
27.159317
Suburban
Comprehensive
1
4
354
3
2024-02-11 15:21:39.120168
Good
No
Rarely
Condo
1,678
51,849
30
Male
8,071
Married
4
Master's
Employed
36.564971
Urban
Premium
null
3
755
9
2024-04-25 15:21:39.134960
Good
Yes
Weekly
Condo
30
51,850
43
Female
39,883
Divorced
0
Bachelor's
Unemployed
7.539392
Suburban
Premium
0
9
334
1
2021-10-18 15:21:39.247098
Average
No
Monthly
Apartment
438
51,851
56
Male
51,148
Married
null
PhD
Self-Employed
48.635514
Urban
Premium
null
12
414
8
2023-10-16 15:21:39.085129
Poor
No
Daily
Condo
452
51,852
33
Female
102,601
Divorced
3
Master's
Employed
null
Suburban
Premium
2
7
464
2
2021-06-15 15:21:39.224915
Good
Yes
Rarely
Apartment
2,436
51,853
39
Female
36,639
Divorced
null
High School
null
24.094107
Rural
Premium
null
4
529
2
2024-02-26 15:21:39.177724
null
No
Weekly
Apartment
203
51,854
44
Female
null
Married
4
High School
Unemployed
25.845874
Rural
Basic
0
15
690
2
2021-08-14 15:21:39.155231
Poor
Yes
Weekly
Condo
248
51,855
39
Female
57,934
Single
3
High School
Self-Employed
26.472148
Urban
Basic
0
2
377
4
2024-04-30 15:21:39.223901
Good
Yes
Weekly
House
1,057
51,856
null
Female
27,862
Divorced
4
Master's
Self-Employed
22.996079
Urban
Comprehensive
null
11
null
2
2024-03-12 15:21:39.198406
Average
No
Monthly
House
562
51,857
25
Male
13,991
Married
1
High School
null
17.934789
Urban
Basic
null
0
709
6
2024-04-30 15:21:39.155231
Poor
No
Monthly
House
508
51,858
41
Female
633
Single
0
Master's
Employed
19.174826
Urban
Comprehensive
3
5
791
9
2022-01-14 15:21:39.155231
Average
No
Daily
Condo
1,442
51,859
61
Female
36,924
Married
2
Master's
null
31.590204
Suburban
Basic
null
5
792
4
2023-03-08 15:21:39.177724
Poor
No
Rarely
Apartment
767
51,860
20
Male
25,554
Married
2
High School
Self-Employed
41.386941
Urban
Premium
1
17
767
5
2023-09-14 15:21:39.128286
Average
Yes
Monthly
House
1,847
51,861
60
Female
31,295
Divorced
null
PhD
Self-Employed
35.067399
Rural
Basic
2
3
523
6
2023-11-17 15:21:39.087123
Average
No
Weekly
Apartment
796
51,862
61
Male
69,989
Married
2
High School
Employed
27.05584
Urban
Comprehensive
1
11
772
9
2023-05-31 15:21:39.208842
Poor
No
Monthly
Condo
100
51,863
28
Female
null
Single
null
High School
Self-Employed
8.12226
Suburban
Premium
2
16
791
9
2023-08-11 15:21:39.236064
Average
No
Daily
Apartment
2,436
51,864
18
Male
14,569
Divorced
0
High School
Unemployed
32.334852
Suburban
Premium
1
1
615
6
2021-10-28 15:21:39.184157
Good
No
Monthly
Apartment
1,036
51,865
32
Male
20,400
Married
1
Master's
Unemployed
11.396832
Suburban
Premium
null
6
634
5
2020-07-07 15:21:39.134960
Poor
Yes
Rarely
House
557
51,866
37
Male
23,757
Married
1
PhD
Self-Employed
21.820699
Suburban
Basic
2
9
831
7
2021-07-06 15:21:39.134960
Poor
Yes
Weekly
House
1,429
51,867
29
Female
16,458
Single
1
PhD
Self-Employed
18.956752
Urban
Comprehensive
null
11
784
5
2023-05-02 15:21:39.134960
Poor
Yes
Daily
House
868
51,868
64
Male
31,688
Divorced
3
High School
Self-Employed
21.640014
Rural
Basic
0
6
null
3
2023-08-25 15:21:39.146733
Poor
Yes
Daily
Condo
981
51,869
34
Male
8,838
Divorced
0
Bachelor's
Self-Employed
16.354612
Rural
Premium
null
13
569
1
2021-08-14 15:21:39.152732
Average
No
Rarely
Condo
684
51,870
19
Male
27,189
Single
3
Bachelor's
null
23.26673
Urban
Basic
1
11
607
9
2020-09-17 15:21:39.190215
Good
Yes
Rarely
Condo
574
51,871
39
Male
100,177
Divorced
4
Master's
null
20.717967
Suburban
Basic
2
3
341
6
2022-08-25 15:21:39.150730
Poor
Yes
Weekly
Condo
1,016
51,872
45
Female
49,866
Single
4
PhD
Employed
41.436767
Rural
Premium
2
7
433
8
2020-02-01 15:21:39.213373
Average
Yes
Monthly
Apartment
1,090
51,873
48
Male
25,284
Single
1
Bachelor's
Self-Employed
null
Urban
Premium
0
7
729
8
2021-10-22 15:21:39.155231
Average
No
Weekly
Condo
1,636
51,874
51
Female
47,440
Single
3
High School
Unemployed
28.237025
Urban
Premium
4
2
367
3
2020-08-20 15:21:39.134960
Poor
Yes
Rarely
House
761
51,875
35
Female
44,226
Divorced
3
High School
Unemployed
47.694114
Suburban
Comprehensive
1
7
534
5
2020-12-11 15:21:39.152732
Poor
No
Weekly
House
523
51,876
36
Female
2,892
Single
0
PhD
Unemployed
25.735174
Suburban
Premium
1
17
486
4
2021-09-27 15:21:39.222387
Good
Yes
Rarely
House
821
51,877
61
Female
52,638
Divorced
2
Master's
null
8.908736
Rural
Basic
2
18
394
8
2020-04-28 15:21:39.104139
Poor
Yes
Weekly
Apartment
885
51,878
32
Female
4,825
Married
1
High School
Unemployed
9.448032
Urban
Comprehensive
0
15
459
7
2021-04-03 15:21:39.175719
Good
Yes
Monthly
Condo
3,446
51,879
47
Male
94,413
Single
4
PhD
Employed
25.908671
Urban
Basic
null
12
434
3
2019-12-12 15:21:39.172097
Good
No
Monthly
Condo
2,898
51,880
21
Female
4,925
Divorced
0
PhD
Self-Employed
7.680971
Urban
Premium
2
14
687
7
2023-06-10 15:21:39.082499
Poor
Yes
Rarely
House
461
51,881
41
Male
16,042
Married
2
High School
Unemployed
46.97958
Rural
Premium
1
16
773
5
2022-12-20 15:21:39.250151
Average
Yes
Daily
Condo
1,827
51,882
51
Male
22,260
Single
0
Master's
Self-Employed
13.976004
Urban
Premium
0
5
null
1
2023-04-19 15:21:39.143708
Average
Yes
Daily
Condo
175
51,883
46
Male
4,059
Single
4
Bachelor's
Employed
10.594783
Urban
Basic
2
17
484
4
2024-08-02 15:21:39.126661
Poor
No
Weekly
Condo
3,913
51,884
39
Female
35,701
Married
1
PhD
Employed
29.476569
Urban
Basic
null
6
685
2
2021-08-13 15:21:39.223901
Good
No
Monthly
House
539
51,885
36
Female
26,296
Single
1
High School
Employed
37.534806
Rural
Basic
0
0
619
2
2024-03-13 15:21:39.192212
Average
No
Rarely
Apartment
1,553
51,886
30
Female
27,385
Divorced
4
Bachelor's
null
29.177415
Rural
Comprehensive
1
4
781
8
2020-12-01 15:21:39.283783
Average
No
Weekly
Condo
710
51,887
41
Male
37,125
Married
2
PhD
Employed
null
Rural
Basic
null
2
456
3
2023-02-23 15:21:39.226954
Average
Yes
Rarely
Condo
511
51,888
33
Female
9,981
Divorced
4
High School
Employed
44.247555
Rural
Comprehensive
2
6
413
4
2020-09-27 15:21:39.147735
Poor
No
Rarely
Condo
2,793
51,889
34
Female
1,130
Single
0
High School
Self-Employed
9.979179
Rural
Comprehensive
null
4
556
8
2023-12-06 15:21:39.171102
Poor
No
Rarely
Condo
260
51,890
23
Male
18,058
Divorced
3
High School
null
40.441207
Suburban
Basic
null
3
687
2
2020-02-25 15:21:39.089116
Poor
Yes
Weekly
Apartment
837
51,891
64
Female
113,868
Single
2
Master's
null
21.7173
Suburban
Premium
null
15
346
3
2023-08-21 15:21:39.123711
Poor
No
Weekly
House
871
51,892
27
Male
20,560
Single
null
High School
null
18.254912
Urban
Basic
null
1
687
5
2019-11-20 15:21:39.134960
Good
No
Weekly
House
578
51,893
54
Female
14,981
Married
3
Master's
Employed
28.306973
Rural
Comprehensive
1
18
528
9
2024-08-09 15:21:39.155231
Poor
No
Monthly
House
1,122
51,894
null
Male
43,062
Married
4
PhD
Employed
37.185064
Suburban
Premium
0
3
721
3
2022-02-01 15:21:39.134960
Good
No
Rarely
Condo
132
51,895
48
Male
45,460
Married
4
PhD
Unemployed
19.717902
Rural
Premium
null
16
null
1
2021-07-20 15:21:39.150730
Good
No
Weekly
Condo
119
51,896
18
Female
20,916
Divorced
1
Master's
Employed
17.371797
Urban
Basic
2
15
null
1
2024-03-14 15:21:39.267454
Good
No
Daily
Condo
562
51,897
21
Female
25,602
Single
null
PhD
null
25.369927
Rural
Premium
1
19
626
8
2020-10-12 15:21:39.237118
Poor
No
Rarely
House
1,263
51,898
21
Female
35,108
Divorced
3
Bachelor's
Self-Employed
33.864967
Suburban
Comprehensive
0
3
730
9
2021-11-05 15:21:39.107553
Average
No
Rarely
House
1,588
51,899
39
Female
49,130
Divorced
3
PhD
Unemployed
26.826189
Rural
Comprehensive
0
12
799
8
2020-10-29 15:21:39.250151
Good
No
Daily
Apartment
393