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
48,800
18
Female
4,076
Single
2
PhD
Employed
45.710738
Urban
Premium
null
2
681
1
2023-11-02 15:21:39.151732
Poor
Yes
Daily
House
3,098
48,801
42
Female
9,097
Divorced
1
PhD
Employed
5.94716
Suburban
Comprehensive
0
3
788
7
2021-11-29 15:21:39.237118
Poor
No
Weekly
House
890
48,802
60
Female
17,056
Single
1
Master's
null
18.344936
Urban
Basic
0
16
513
9
2023-04-27 15:21:39.208842
Average
Yes
Daily
Condo
1,602
48,803
32
Female
14,983
Married
4
Bachelor's
Self-Employed
8.82689
Suburban
Comprehensive
0
8
null
5
2023-06-12 15:21:39.283783
Good
Yes
Rarely
House
2,389
48,804
32
Female
11,263
Single
4
High School
null
29.347769
Rural
Premium
0
3
736
4
2021-02-15 15:21:39.134960
Poor
No
Monthly
Condo
962
48,805
43
Male
3,852
Single
3
Master's
Unemployed
24.396969
Rural
Comprehensive
null
18
837
2
2022-10-06 15:21:39.130190
Good
No
Monthly
Apartment
3,839
48,806
28
Male
114,469
Single
null
High School
Employed
5.275329
Urban
Premium
0
18
435
7
2019-09-18 15:21:39.221386
Poor
No
Rarely
Condo
316
48,807
52
Male
46,963
Single
null
Master's
Unemployed
17.842146
Urban
Premium
2
4
646
8
2024-02-03 15:21:39.226954
Good
Yes
Weekly
Apartment
2,574
48,808
29
Male
null
Married
3
Master's
Unemployed
29.945758
Rural
Comprehensive
null
12
372
8
2021-06-05 15:21:39.155231
Good
Yes
Daily
House
2,857
48,809
28
Female
6,870
Single
4
Bachelor's
Self-Employed
15.004808
Urban
Premium
null
14
761
9
2021-06-09 15:21:39.134960
Good
Yes
Weekly
House
1,419
48,810
22
Female
43,820
Single
2
PhD
Self-Employed
16.926562
Rural
Basic
0
5
602
8
2020-04-24 15:21:39.193945
Average
Yes
Weekly
House
1,046
48,811
62
Female
25,148
Married
4
PhD
Employed
27.98176
Suburban
Comprehensive
null
4
693
6
2022-08-25 15:21:39.289099
Average
No
Monthly
House
1,388
48,812
35
Female
25,261
Married
0
Bachelor's
Self-Employed
14.927692
Rural
Comprehensive
null
10
561
2
2024-04-25 15:21:39.168099
Good
Yes
Rarely
House
1,300
48,813
37
Male
64,786
Married
null
PhD
Self-Employed
36.273864
Rural
Premium
1
14
639
9
2024-05-14 15:21:39.114118
Average
Yes
Weekly
Condo
101
48,814
62
Male
70,712
Single
4
Bachelor's
Unemployed
11.919289
Rural
Comprehensive
3
4
757
9
2024-07-29 15:21:39.288099
Average
No
Rarely
Apartment
215
48,815
54
Female
14,857
Single
3
Bachelor's
null
22.955752
Suburban
Comprehensive
null
8
null
5
2020-12-09 15:21:39.134960
Average
No
Rarely
Apartment
749
48,816
58
Male
2,890
Divorced
0
PhD
Self-Employed
18.08347
Rural
Comprehensive
2
16
613
5
2021-06-14 15:21:39.205850
Average
No
Rarely
House
815
48,817
31
Female
918
Divorced
4
Master's
null
28.844391
Rural
Comprehensive
1
6
438
6
2021-04-22 15:21:39.237118
Average
No
Daily
Apartment
715
48,818
64
Female
6,467
Divorced
3
PhD
null
31.058349
Urban
Basic
1
19
632
2
2024-05-11 15:21:39.204790
Average
Yes
Daily
Apartment
1,032
48,819
54
Female
424
Divorced
4
High School
Self-Employed
15.137024
Suburban
Premium
null
1
568
4
2022-04-08 15:21:39.253660
Average
No
Daily
Condo
774
48,820
47
Female
12,177
Divorced
2
Bachelor's
Employed
44.049179
Urban
Basic
1
9
581
2
2020-09-27 15:21:39.254678
Poor
No
Weekly
Apartment
2,145
48,821
56
Male
39,446
Divorced
4
Bachelor's
Employed
19.529433
Rural
Premium
null
11
null
6
2022-01-18 15:21:39.201446
Average
No
Daily
Apartment
185
48,822
56
Female
null
Married
1
Bachelor's
null
21.086496
Rural
Comprehensive
2
6
431
6
2023-03-21 15:21:39.279729
Good
No
Monthly
Apartment
2,585
48,823
20
Male
12,081
Divorced
4
PhD
Employed
11.068349
Suburban
Premium
0
3
513
4
2020-01-12 15:21:39.134960
Average
Yes
Rarely
Apartment
1,499
48,824
47
Female
4,517
Divorced
1
High School
Employed
20.883024
Suburban
Basic
0
6
472
3
2020-03-22 15:21:39.254678
Good
No
Monthly
Apartment
833
48,825
24
Female
7,087
Married
0
PhD
null
13.12355
Suburban
Comprehensive
0
13
593
6
2023-12-26 15:21:39.223901
Poor
Yes
Daily
Condo
1,823
48,826
53
Female
34,581
Single
2
PhD
Unemployed
21.088083
Urban
Comprehensive
3
16
490
8
2023-07-22 15:21:39.237118
Poor
Yes
Rarely
Apartment
3,446
48,827
36
Male
30,690
Divorced
4
PhD
null
21.87838
Rural
Basic
null
6
695
3
2022-04-02 15:21:39.134960
Average
Yes
Rarely
Condo
659
48,828
42
Female
10,174
Married
1
High School
Employed
32.278977
Rural
Comprehensive
1
11
549
2
2019-10-03 15:21:39.228521
Good
No
Monthly
House
1,654
48,829
22
Male
48,737
Single
2
Bachelor's
Self-Employed
11.956412
Rural
Comprehensive
null
14
432
4
2021-05-23 15:21:39.265513
Average
No
Monthly
House
821
48,830
46
Female
16,087
Divorced
3
Master's
Employed
16.137894
Urban
Basic
0
9
null
3
2019-12-30 15:21:39.134960
Poor
No
Monthly
Apartment
3,566
48,831
49
Female
865
Married
3
Master's
Employed
13.424766
Suburban
Basic
2
6
null
4
2020-11-01 15:21:39.155231
Good
Yes
Rarely
Apartment
669
48,832
37
Male
535
Divorced
0
Master's
null
null
Rural
Basic
0
16
676
7
2023-06-22 15:21:39.149731
Poor
Yes
Daily
House
1,223
48,833
26
Male
null
Divorced
4
Bachelor's
Unemployed
39.506972
Suburban
Basic
2
2
657
6
2021-09-02 15:21:39.155231
Good
Yes
Monthly
House
2,128
48,834
44
Male
35,692
Single
3
Bachelor's
null
16.295425
Rural
Basic
1
8
null
3
2021-04-16 15:21:39.248098
Good
No
Weekly
Apartment
1,707
48,835
47
Male
34,117
Single
3
High School
Unemployed
6.547493
Rural
Comprehensive
2
0
779
6
2023-03-11 15:21:39.144722
Average
No
Daily
Condo
1,652
48,836
44
Male
50,723
Married
2
PhD
Unemployed
10.838666
Rural
Basic
1
14
null
5
2022-06-21 15:21:39.170099
Poor
Yes
Monthly
Condo
228
48,837
21
Male
11,338
Single
0
PhD
Unemployed
23.065739
Urban
Basic
0
6
655
1
2020-03-12 15:21:39.282785
Good
No
Weekly
Apartment
1,023
48,838
44
Male
5,848
Married
1
Master's
Unemployed
42.779867
Urban
Comprehensive
0
1
null
3
2021-01-30 15:21:39.155231
null
Yes
Weekly
Condo
1,662
48,839
36
Female
1,395
Married
3
Master's
Unemployed
28.859792
Suburban
Basic
2
3
693
9
2021-11-23 15:21:39.082499
Poor
Yes
Daily
Apartment
731
48,840
45
Female
34,476
Divorced
1
PhD
Employed
19.869584
Urban
Premium
1
12
781
8
2020-11-25 15:21:39.272456
Average
Yes
Daily
Condo
558
48,841
30
Male
2,470
Divorced
0
PhD
null
15.814022
Suburban
Premium
null
8
598
8
2019-12-21 15:21:39.172097
Good
Yes
Monthly
House
1,793
48,842
42
Male
3,528
Single
0
Master's
Self-Employed
null
Suburban
Basic
1
6
696
6
2023-03-28 15:21:39.182597
Average
No
Monthly
House
605
48,843
22
Male
39,259
Married
4
Bachelor's
Self-Employed
32.053196
Urban
Premium
0
14
755
7
2021-12-17 15:21:39.134960
Good
Yes
Rarely
Condo
759
48,844
59
Male
1,575
Divorced
1
PhD
Unemployed
41.258412
Rural
Comprehensive
3
17
620
3
2019-10-25 15:21:39.261856
Good
No
Monthly
Apartment
1,721
48,845
18
Female
2,426
Single
2
Bachelor's
null
17.811479
Urban
Comprehensive
null
11
637
2
2021-08-31 15:21:39.256696
Good
Yes
Rarely
Condo
2,276
48,846
59
Female
72,545
Married
2
Bachelor's
Self-Employed
46.995317
Suburban
Premium
0
12
479
7
2021-04-12 15:21:39.105504
Poor
No
Daily
House
253
48,847
64
Female
51,180
Married
4
High School
null
21.157562
Suburban
Comprehensive
null
11
339
9
2020-09-24 15:21:39.273973
Good
Yes
Rarely
Apartment
1,221
48,848
33
Male
2,399
Married
4
PhD
Employed
38.857276
Rural
Basic
0
17
310
6
2020-08-19 15:21:39.084065
Good
Yes
Rarely
House
539
48,849
53
Male
39,788
Single
0
PhD
Unemployed
30.857697
Suburban
Premium
2
9
663
6
2022-12-02 15:21:39.185215
null
No
Monthly
House
1,811
48,850
27
Female
17,325
Married
0
Bachelor's
Employed
39.094446
Suburban
Basic
null
10
320
9
2020-09-01 15:21:39.201446
Good
No
Daily
Condo
437
48,851
34
Male
1,575
Divorced
2
High School
Self-Employed
35.623565
Suburban
Comprehensive
3
18
713
7
2022-03-01 15:21:39.134960
Average
Yes
Weekly
House
1,022
48,852
22
Female
37,231
Divorced
1
PhD
Unemployed
39.381441
Suburban
Premium
null
6
368
4
2020-05-21 15:21:39.134960
Average
Yes
Weekly
Apartment
2,868
48,853
57
Female
null
Single
1
Master's
null
19.936338
Suburban
Basic
null
3
515
3
2020-07-17 15:21:39.237118
Poor
No
Monthly
House
51
48,854
56
Male
56,630
Married
3
Master's
Self-Employed
51.622673
Urban
Basic
0
15
767
6
2023-04-21 15:21:39.225916
Good
No
Rarely
Apartment
2,485
48,855
57
Female
46,717
Married
1
PhD
null
32.372584
Rural
Premium
1
4
483
4
2021-09-17 15:21:39.155231
Good
Yes
Daily
Condo
2,952
48,856
37
Male
84,592
Divorced
3
High School
Unemployed
17.541121
Suburban
Premium
2
10
614
1
2021-11-19 15:21:39.191219
Average
No
Daily
House
2,493
48,857
45
Female
null
Divorced
3
Bachelor's
Employed
21.055358
Suburban
Comprehensive
1
17
645
2
2021-02-09 15:21:39.089116
Poor
No
Rarely
Apartment
219
48,858
32
Male
58,195
Divorced
3
Master's
null
44.020327
Rural
Basic
1
10
797
1
2023-11-23 15:21:39.201446
Average
No
Weekly
House
223
48,859
55
Male
1,851
Single
3
High School
Unemployed
31.972251
Suburban
Comprehensive
2
4
null
9
2019-11-01 15:21:39.237118
Average
No
Weekly
Condo
577
48,860
61
Male
22,363
Divorced
0
Bachelor's
Unemployed
15.284939
Suburban
Comprehensive
2
18
507
6
2023-05-24 15:21:39.244069
Poor
No
Rarely
Apartment
191
48,861
64
Female
11,566
Single
3
High School
Unemployed
11.917012
Suburban
Premium
1
9
null
5
2019-09-26 15:21:39.126661
Average
No
Rarely
Apartment
1,233
48,862
45
Female
18,008
Single
2
High School
null
27.614817
Rural
Basic
null
18
712
1
2020-12-06 15:21:39.147735
Average
Yes
Rarely
House
562
48,863
45
Male
31,205
Divorced
0
Master's
Employed
27.938352
Suburban
Comprehensive
1
1
305
8
2020-07-10 15:21:39.283783
Good
Yes
Rarely
Apartment
549
48,864
27
Male
6,894
Married
1
Master's
Employed
11.440084
Rural
Premium
1
11
474
6
2023-07-16 15:21:39.237118
Average
Yes
Rarely
Apartment
563
48,865
60
Female
39,766
Married
2
High School
null
9.510636
Urban
Basic
1
5
747
9
2020-06-06 15:21:39.152732
Good
No
Monthly
Apartment
1,727
48,866
22
Female
35,244
Divorced
4
Bachelor's
Self-Employed
19.927247
Suburban
Premium
1
1
534
6
2022-03-12 15:21:39.175719
Average
No
Rarely
House
716
48,867
59
Female
9,926
Single
2
PhD
Employed
null
Rural
Comprehensive
0
11
779
6
2023-11-21 15:21:39.245086
Average
No
Rarely
Condo
3,499
48,868
56
Female
14,094
Single
1
Bachelor's
Employed
26.162566
Rural
Premium
1
7
null
6
2023-12-09 15:21:39.266452
Average
Yes
Daily
Condo
98
48,869
58
Male
44,226
Single
0
Bachelor's
Employed
28.084982
Suburban
Basic
null
15
709
9
2021-11-14 15:21:39.113566
Average
Yes
Weekly
House
441
48,870
21
Male
488
Married
2
Bachelor's
Self-Employed
10.82967
Suburban
Basic
2
2
463
1
2022-09-29 15:21:39.134960
Average
No
Rarely
Condo
100
48,871
40
Male
56,975
Divorced
3
Bachelor's
Unemployed
18.991368
Urban
Comprehensive
null
7
701
4
2020-10-24 15:21:39.269494
Poor
No
Weekly
Condo
208
48,872
42
Female
21,038
Married
null
PhD
null
3.256889
Urban
Premium
null
10
316
3
2023-03-05 15:21:39.280784
Poor
No
Weekly
Apartment
1,013
48,873
28
Male
71,226
Married
2
Bachelor's
null
12.136726
Suburban
Premium
2
9
695
3
2024-03-28 15:21:39.190215
Poor
No
Rarely
Apartment
110
48,874
26
Female
null
Divorced
4
Master's
Employed
4.852609
Urban
Comprehensive
null
8
828
9
2021-07-27 15:21:39.152732
Poor
Yes
Rarely
House
305
48,875
49
Male
null
Married
2
PhD
Unemployed
18.993504
Suburban
Premium
1
9
578
5
2021-01-16 15:21:39.155231
Poor
Yes
Daily
Condo
310
48,876
53
Male
23,783
Single
0
PhD
Unemployed
9.926363
Rural
Comprehensive
null
10
521
7
2021-11-02 15:21:39.155231
Poor
No
Daily
Apartment
803
48,877
59
Female
51,889
Divorced
2
High School
null
41.844704
Suburban
Premium
0
6
456
6
2024-03-25 15:21:39.173834
Poor
No
Rarely
Apartment
212
48,878
58
Male
91,314
Married
0
Master's
Unemployed
13.696466
Urban
Comprehensive
2
15
634
6
2020-10-29 15:21:39.180553
Average
No
Rarely
House
2,770
48,879
63
Male
73,783
Single
2
Master's
Unemployed
19.4389
Urban
Comprehensive
0
6
742
4
2023-03-28 15:21:39.189223
Poor
No
Rarely
Apartment
187
48,880
57
Male
1,438
Single
0
PhD
Employed
null
Rural
Premium
null
19
479
7
2020-03-03 15:21:39.155231
Good
Yes
Daily
House
2,721
48,881
27
Male
26,985
Single
null
Master's
null
38.945632
Urban
Premium
0
18
791
4
2023-08-01 15:21:39.217387
Average
No
Weekly
Apartment
49
48,882
64
Male
15,862
Divorced
3
PhD
Employed
21.265559
Suburban
Basic
null
5
614
4
2022-04-04 15:21:39.247098
Poor
No
Rarely
Apartment
604
48,883
58
Male
11,932
Married
4
PhD
Self-Employed
28.638954
Suburban
Basic
0
4
447
8
2022-09-18 15:21:39.093681
Good
Yes
Weekly
House
597
48,884
23
Male
null
Divorced
4
Master's
null
50.820878
Urban
Basic
1
16
306
7
2023-05-28 15:21:39.264504
Good
No
Weekly
Condo
979
48,885
55
Male
8,897
Married
null
High School
Self-Employed
20.837987
Urban
Premium
0
0
602
5
2021-09-14 15:21:39.134960
Good
Yes
Weekly
Condo
3,107
48,886
19
Male
11,582
Married
3
Bachelor's
Self-Employed
41.458509
Rural
Comprehensive
1
0
null
6
2023-04-09 15:21:39.155231
Average
No
Monthly
Condo
1,658
48,887
59
Male
23,863
Single
2
PhD
null
31.447646
Rural
Comprehensive
2
1
567
6
2022-04-11 15:21:39.207847
Good
Yes
Daily
Condo
1,711
48,888
21
Male
43,435
Divorced
2
Master's
Self-Employed
18.642559
Rural
Basic
1
12
723
7
2023-10-14 15:21:39.105504
Good
Yes
Weekly
Condo
397
48,889
21
Male
20,300
Divorced
4
PhD
Unemployed
34.879851
Suburban
Comprehensive
0
16
null
8
2022-12-27 15:21:39.087123
Good
No
Rarely
House
27
48,890
38
Female
17,891
Married
3
Master's
Self-Employed
37.855
Urban
Premium
1
10
522
4
2022-10-26 15:21:39.106582
Average
No
Weekly
Condo
668
48,891
25
Male
18,830
Single
3
High School
null
32.275958
Urban
Comprehensive
2
14
398
4
2022-08-12 15:21:39.174719
Average
Yes
Weekly
Condo
1,325
48,892
55
Female
44,712
Single
0
Bachelor's
null
null
Rural
Premium
0
13
783
8
2021-06-14 15:21:39.176717
Average
Yes
Monthly
House
744
48,893
46
Female
50,410
Divorced
1
Master's
null
35.534742
Urban
Basic
1
7
331
9
2021-06-03 15:21:39.168099
Average
No
Weekly
House
103
48,894
43
Male
15,702
Single
1
PhD
Employed
37.977191
Urban
Comprehensive
1
0
null
4
2023-08-25 15:21:39.155231
Good
Yes
Monthly
Apartment
260
48,895
55
Male
25,011
Divorced
1
High School
Self-Employed
14.845351
Suburban
Premium
null
3
825
9
2022-02-16 15:21:39.177724
Poor
Yes
Daily
Condo
755
48,896
44
Female
17,097
Married
null
Master's
null
null
Suburban
Premium
null
19
449
1
2022-07-10 15:21:39.180553
Average
No
Rarely
House
586
48,897
37
Male
44,204
Divorced
3
Bachelor's
Unemployed
32.957194
Suburban
Comprehensive
1
0
849
4
2020-02-21 15:21:39.281787
Average
Yes
Rarely
House
631
48,898
51
Female
11,806
Single
1
Master's
null
20.387203
Suburban
Basic
2
0
721
7
2022-06-03 15:21:39.205850
null
Yes
Weekly
Apartment
513
48,899
37
Male
14,984
null
2
Bachelor's
Unemployed
13.494495
Rural
Basic
0
18
569
1
2022-07-20 15:21:39.102694
Poor
No
Daily
Condo
1,238