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
1,173,800
44
Female
null
Divorced
1
Master's
null
3.769301
Urban
Basic
null
17
552
1
2020-07-08 15:21:39.114118
null
Yes
Weekly
Apartment
3,244
1,173,801
34
Female
29,087
Single
2
Master's
null
4.028935
Rural
Basic
1
1
345
3
2022-07-06 15:21:39.183598
Good
Yes
Monthly
Condo
981
1,173,802
59
Female
116,185
Married
1
Master's
Employed
28.040164
Suburban
Comprehensive
2
14
757
4
2023-03-11 15:21:39.134960
Poor
No
Monthly
Apartment
317
1,173,803
43
Female
108,439
Married
2
Master's
Unemployed
10.427724
Rural
Premium
null
12
357
3
2023-10-30 15:21:39.226954
Poor
Yes
Monthly
Apartment
3,836
1,173,804
57
Male
15,552
Married
4
PhD
Unemployed
24.913281
Urban
Comprehensive
1
17
452
6
2021-01-13 15:21:39.237118
Good
No
Monthly
Apartment
1,498
1,173,805
30
Male
9,984
Single
2
High School
Self-Employed
31.44498
Urban
Basic
0
15
563
1
2021-06-03 15:21:39.209847
Average
Yes
Daily
Apartment
2,068
1,173,806
30
Female
109,624
Married
1
PhD
null
44.084455
Suburban
Basic
0
10
437
3
2024-04-30 15:21:39.125660
Good
No
Weekly
House
1,355
1,173,807
36
Male
2,744
Divorced
1
High School
Employed
26.24273
Urban
Basic
0
14
491
9
2021-09-15 15:21:39.224915
Poor
No
Weekly
Apartment
841
1,173,808
37
Male
2,878
Single
1
High School
Unemployed
40.900054
Urban
Comprehensive
0
15
313
7
2023-07-05 15:21:39.237118
Poor
No
Rarely
House
572
1,173,809
46
Male
25,003
Single
3
PhD
Self-Employed
39.411815
Urban
Premium
null
6
845
3
2021-04-22 15:21:39.237118
Good
No
Rarely
House
803
1,173,810
55
Female
6,730
Married
3
Bachelor's
null
5.242935
Suburban
Basic
null
8
844
2
2022-11-16 15:21:39.237118
Poor
Yes
Weekly
Condo
885
1,173,811
18
Female
24,104
Divorced
null
High School
Employed
10.476023
Suburban
Premium
1
5
null
9
2024-06-05 15:21:39.172097
Poor
No
Rarely
Apartment
23
1,173,812
34
Male
null
Divorced
2
Bachelor's
null
25.79017
Suburban
Premium
3
8
525
3
2020-03-19 15:21:39.257696
Good
No
Daily
Apartment
2,097
1,173,813
27
Female
25,011
Divorced
4
PhD
Employed
29.638683
Urban
Comprehensive
0
9
620
9
2022-08-20 15:21:39.168099
Average
Yes
Weekly
Apartment
1,213
1,173,814
19
Male
18,091
Married
0
Bachelor's
Employed
33.967343
Rural
Premium
null
0
496
5
2020-09-02 15:21:39.134960
Average
No
Weekly
Apartment
519
1,173,815
41
Male
5,835
Divorced
2
Master's
Employed
16.98698
Urban
Comprehensive
1
10
695
7
2021-10-29 15:21:39.134960
Poor
No
Monthly
Apartment
1,405
1,173,816
63
Male
15,364
Married
2
Master's
Self-Employed
28.818232
Urban
Basic
0
14
677
4
2021-01-02 15:21:39.261856
Average
No
Monthly
Apartment
571
1,173,817
19
Male
5,075
Divorced
3
High School
null
10.926774
Urban
Comprehensive
2
18
729
1
2024-05-20 15:21:39.120168
Average
No
Rarely
Apartment
956
1,173,818
52
Male
18,581
Single
4
PhD
Self-Employed
41.091655
Urban
Basic
0
19
387
4
2021-05-15 15:21:39.134960
Average
No
Rarely
House
1,013
1,173,819
47
Female
76,681
Divorced
0
Bachelor's
Employed
8.913393
Rural
Comprehensive
0
5
745
2
2024-07-18 15:21:39.134960
Average
Yes
Rarely
Apartment
138
1,173,820
21
Male
20,270
Divorced
0
Master's
Employed
35.958556
Suburban
Basic
1
0
415
5
2023-08-24 15:21:39.171102
Poor
Yes
Weekly
House
2,702
1,173,821
29
Female
24,591
Single
3
Master's
Self-Employed
44.779116
Rural
Comprehensive
1
19
637
5
2020-12-05 15:21:39.122134
Poor
Yes
Monthly
Apartment
984
1,173,822
44
Male
34,376
Married
null
High School
Employed
33.289851
Rural
Comprehensive
null
12
709
9
2022-07-21 15:21:39.155231
Poor
Yes
Daily
House
2,553
1,173,823
32
Female
74,067
Divorced
4
High School
Self-Employed
47.704491
Urban
Basic
1
17
459
4
2021-12-05 15:21:39.143708
Poor
Yes
Rarely
House
148
1,173,824
18
Male
5,730
Divorced
0
PhD
Self-Employed
9.174565
Urban
Premium
1
0
790
7
2021-04-08 15:21:39.225916
Poor
Yes
Rarely
House
1,403
1,173,825
32
Male
15,409
Married
4
Master's
null
31.70882
Suburban
Comprehensive
1
12
668
8
2021-01-06 15:21:39.134960
null
Yes
Weekly
Apartment
860
1,173,826
26
Female
9,308
Single
3
PhD
Self-Employed
45.819356
Urban
Premium
0
19
558
4
2022-04-29 15:21:39.117183
Average
No
Daily
Apartment
337
1,173,827
50
Female
24,359
Single
2
Bachelor's
Employed
28.544816
Suburban
Basic
5
15
382
2
2023-05-06 15:21:39.096739
Good
Yes
Daily
Apartment
3,420
1,173,828
30
Female
52,230
Divorced
3
Bachelor's
Unemployed
23.050108
Suburban
Basic
null
7
490
1
2021-04-15 15:21:39.253660
Poor
No
Daily
Apartment
25
1,173,829
57
Male
66,739
Single
2
Master's
Unemployed
36.865115
Rural
Premium
3
4
468
5
2019-11-05 15:21:39.132191
Good
Yes
Weekly
Apartment
2,073
1,173,830
35
Female
17,321
Single
3
High School
Unemployed
39.988623
Rural
Basic
null
17
697
6
2020-03-15 15:21:39.237118
Good
No
Daily
Apartment
744
1,173,831
54
Female
6,142
Divorced
3
Bachelor's
null
31.91217
Suburban
Basic
null
17
575
5
2023-05-02 15:21:39.205850
Good
No
Weekly
Condo
165
1,173,832
24
Male
1,040
Single
null
Master's
null
null
Urban
Comprehensive
0
11
843
3
2021-12-19 15:21:39.134960
Average
Yes
Daily
Apartment
624
1,173,833
23
Male
16,891
Married
4
High School
Employed
11.943228
Suburban
Basic
0
17
null
8
2023-01-29 15:21:39.254678
Good
Yes
Daily
Condo
573
1,173,834
57
Female
738
Divorced
0
Bachelor's
null
null
Urban
Comprehensive
0
5
609
2
2022-12-01 15:21:39.134960
Good
No
Monthly
House
766
1,173,835
58
Male
104,587
Single
2
Bachelor's
null
18.58644
Rural
Comprehensive
1
7
384
8
2023-10-11 15:21:39.282785
Good
No
Rarely
House
486
1,173,836
64
Female
20,571
Single
2
Master's
Unemployed
40.835226
Rural
Premium
0
19
748
7
2020-02-01 15:21:39.186212
Poor
No
Monthly
Condo
954
1,173,837
61
Male
18,053
Divorced
4
Master's
Employed
27.858888
Suburban
Comprehensive
0
11
545
9
2022-12-17 15:21:39.087123
Poor
No
Monthly
Condo
564
1,173,838
33
Female
26,364
Married
0
Master's
Self-Employed
17.502557
Suburban
Premium
1
10
657
5
2021-10-22 15:21:39.194829
Good
Yes
Monthly
Condo
544
1,173,839
52
Female
20,676
Single
0
Bachelor's
Self-Employed
44.524879
Urban
Premium
1
14
null
5
2022-10-29 15:21:39.273973
Average
Yes
Rarely
Apartment
330
1,173,840
47
Female
6,051
Divorced
4
High School
Unemployed
20.918799
Urban
Comprehensive
0
5
667
6
2022-10-30 15:21:39.185215
Average
No
Rarely
Apartment
549
1,173,841
58
Male
3,240
Divorced
2
High School
Employed
28.929962
Urban
Basic
2
14
null
1
2020-08-18 15:21:39.155231
Average
Yes
Weekly
Condo
1,734
1,173,842
21
Female
12,053
Married
4
PhD
Unemployed
39.766273
Suburban
Premium
null
16
835
3
2023-06-07 15:21:39.181605
Poor
No
Weekly
Condo
1,534
1,173,843
20
Male
11,278
Married
4
Bachelor's
null
15.959011
Urban
Basic
null
12
null
5
2023-08-04 15:21:39.155231
Average
Yes
Weekly
House
231
1,173,844
60
Female
2,396
Divorced
0
PhD
Self-Employed
8.764601
Rural
Comprehensive
2
3
639
9
2020-06-23 15:21:39.147735
Good
No
Rarely
Condo
2,985
1,173,845
46
Female
5,365
Married
0
Bachelor's
null
10.94585
Urban
Basic
null
6
418
8
2021-03-27 15:21:39.270454
Good
No
Weekly
Apartment
1,628
1,173,846
56
Female
16,082
Divorced
0
Master's
Unemployed
17.876227
Rural
Premium
1
3
513
9
2023-03-03 15:21:39.086123
Average
No
Weekly
House
478
1,173,847
38
Male
26,981
Married
2
Master's
Unemployed
42.796947
Rural
Basic
null
0
767
2
2020-01-23 15:21:39.134960
Poor
No
Monthly
Apartment
714
1,173,848
60
Male
8,183
Divorced
1
Master's
Unemployed
26.359988
Rural
Premium
1
17
705
1
2019-09-11 15:21:39.169102
Poor
Yes
Rarely
House
1,215
1,173,849
32
Female
3,861
Divorced
2
PhD
Employed
null
Suburban
Comprehensive
1
17
678
3
2021-12-10 15:21:39.155231
Average
No
Daily
House
535
1,173,850
50
Male
3,323
Divorced
3
Master's
null
42.803141
Urban
Basic
0
1
542
6
2023-10-14 15:21:39.237118
Poor
No
Weekly
Condo
343
1,173,851
57
Male
24,009
Divorced
1
PhD
null
21.398958
Suburban
Basic
0
0
null
3
2021-11-11 15:21:39.155231
Average
No
Monthly
Condo
218
1,173,852
19
Male
23,791
Single
0
High School
Unemployed
24.788442
Rural
Comprehensive
1
1
632
3
2024-01-05 15:21:39.226954
Good
No
Rarely
House
766
1,173,853
50
Male
135,939
Married
0
Master's
Unemployed
42.556532
Urban
Premium
0
12
394
4
2022-10-26 15:21:39.261856
Poor
Yes
Daily
Condo
926
1,173,854
23
Male
34,108
Married
0
PhD
null
18.82917
Urban
Comprehensive
0
0
520
6
2024-07-03 15:21:39.282785
Good
No
Monthly
House
1,099
1,173,855
21
Male
5,861
Divorced
0
High School
null
39.147855
Urban
Basic
null
3
499
4
2020-04-17 15:21:39.268507
Poor
No
Daily
Apartment
472
1,173,856
40
Female
25,982
Married
0
High School
Unemployed
45.8484
Rural
Comprehensive
0
14
750
6
2019-10-31 15:21:39.166062
Average
Yes
Weekly
Condo
1,361
1,173,857
31
Male
7,520
Married
2
Bachelor's
null
27.098395
Rural
Basic
1
1
661
2
2021-04-24 15:21:39.100695
Average
Yes
Monthly
Condo
3,125
1,173,858
60
Female
13,881
Married
1
Master's
null
27.988185
Urban
Comprehensive
1
17
738
4
2022-01-31 15:21:39.228521
Poor
No
Rarely
Apartment
904
1,173,859
41
Female
34,369
Single
null
Bachelor's
Unemployed
17.927685
Suburban
Basic
0
18
819
5
2023-05-24 15:21:39.176717
Good
No
Daily
House
524
1,173,860
40
Male
124,987
Married
0
High School
null
13.726117
Suburban
Premium
0
0
320
8
2021-04-10 15:21:39.155231
Good
Yes
Monthly
Condo
1,447
1,173,861
24
Male
26,395
Single
0
High School
Unemployed
37.677734
Urban
Basic
null
9
null
1
2022-03-02 15:21:39.144722
null
Yes
Weekly
Condo
1,480
1,173,862
19
Male
1,169
Divorced
2
Master's
Employed
19.895369
Suburban
Premium
1
17
null
3
2020-06-27 15:21:39.151732
Average
Yes
Weekly
Condo
2,728
1,173,863
50
Male
43,937
Married
4
High School
Self-Employed
19.936594
Urban
Premium
1
6
739
6
2021-03-01 15:21:39.281787
Poor
Yes
Daily
Condo
645
1,173,864
37
Male
43,712
Single
2
Bachelor's
Employed
null
Suburban
Comprehensive
1
1
644
8
2020-05-23 15:21:39.224915
Average
Yes
Weekly
Apartment
815
1,173,865
18
Male
11,957
Married
0
PhD
null
42.567132
Urban
Comprehensive
null
9
767
4
2024-01-23 15:21:39.096739
Good
No
Weekly
House
124
1,173,866
55
Male
22,616
Divorced
null
High School
Self-Employed
33.55362
Suburban
Basic
0
16
786
5
2023-12-07 15:21:39.237118
Poor
No
Monthly
House
99
1,173,867
20
Male
24,304
Divorced
2
Bachelor's
null
6.639081
Rural
Comprehensive
1
12
538
1
2020-12-22 15:21:39.209847
Poor
Yes
Rarely
Apartment
20
1,173,868
49
Male
4,732
Married
0
Master's
null
16.051846
Urban
Basic
1
15
652
3
2020-04-04 15:21:39.134960
null
No
Daily
Condo
49
1,173,869
22
Male
4,595
Divorced
2
High School
Employed
26.857604
Rural
Comprehensive
null
2
762
1
2022-07-11 15:21:39.165120
Poor
No
Monthly
Apartment
33
1,173,870
28
Male
17,001
Single
1
PhD
Employed
29.785519
Suburban
Premium
null
18
635
8
2022-12-23 15:21:39.259788
null
No
Rarely
Apartment
627
1,173,871
54
Female
38,133
Divorced
0
PhD
Unemployed
38.068783
Suburban
Comprehensive
null
10
567
6
2022-10-19 15:21:39.207847
Average
No
Rarely
Condo
801
1,173,872
56
Male
1,066
Divorced
1
PhD
null
6.016956
Rural
Basic
3
19
381
7
2021-11-09 15:21:39.114118
Good
Yes
Weekly
Condo
466
1,173,873
36
Female
7,450
Divorced
2
Master's
Unemployed
14.346938
Rural
Premium
0
14
463
2
2023-03-09 15:21:39.121169
Good
No
Rarely
Condo
489
1,173,874
61
Female
31,845
Single
0
PhD
Employed
33.788632
Rural
Premium
null
1
324
1
2024-04-16 15:21:39.255696
Poor
No
Rarely
Condo
1,203
1,173,875
53
Female
34,608
Single
1
PhD
null
23.08719
Rural
Premium
1
2
603
8
2023-10-07 15:21:39.223901
Good
No
Daily
Apartment
2,066
1,173,876
41
Female
2,322
Divorced
0
High School
null
20.734796
Urban
Basic
2
16
664
6
2023-10-01 15:21:39.182597
Good
No
Rarely
Condo
2,576
1,173,877
63
Female
81,136
Single
0
Bachelor's
Self-Employed
16.804321
Suburban
Basic
0
0
483
1
2023-08-16 15:21:39.134960
null
Yes
Monthly
Apartment
2,273
1,173,878
40
Female
3,020
Single
0
Master's
null
null
Urban
Premium
0
3
585
2
2020-04-19 15:21:39.092127
Average
No
Rarely
Apartment
857
1,173,879
24
Male
20,231
Single
1
High School
null
15.078386
Urban
Comprehensive
0
10
635
8
2021-10-21 15:21:39.249100
Good
Yes
Daily
House
1,659
1,173,880
46
Female
29,350
Married
1
PhD
null
27.486669
Suburban
Basic
1
9
null
2
2022-09-05 15:21:39.155231
Good
No
Daily
Apartment
1,222
1,173,881
38
Female
28,680
Single
2
Master's
null
23.332567
Urban
Basic
null
6
523
2
2024-06-14 15:21:39.246098
Poor
No
Rarely
Apartment
1,023
1,173,882
52
Male
34,376
Single
4
PhD
Self-Employed
null
Urban
Premium
1
1
758
2
2024-03-30 15:21:39.146733
Poor
Yes
Monthly
Condo
1,090
1,173,883
51
Female
937
Married
0
High School
Self-Employed
29.678924
Rural
Premium
1
18
756
6
2021-06-01 15:21:39.117183
Good
Yes
Monthly
Condo
4,125
1,173,884
31
Female
5,988
Single
4
PhD
Self-Employed
16.091555
Suburban
Comprehensive
0
6
742
9
2021-02-20 15:21:39.222387
Poor
No
Weekly
House
4,040
1,173,885
43
Male
998
Divorced
3
High School
null
null
Urban
Comprehensive
0
11
595
1
2024-02-16 15:21:39.134960
Poor
Yes
Weekly
House
1,542
1,173,886
40
Male
2,912
Divorced
1
Bachelor's
Unemployed
26.859305
Suburban
Premium
0
7
584
3
2019-12-06 15:21:39.213373
Average
No
Weekly
House
671
1,173,887
55
Male
92,222
Single
0
PhD
null
14.774018
Urban
Premium
null
10
313
3
2023-06-24 15:21:39.237118
Average
Yes
Rarely
Apartment
751
1,173,888
42
Female
30,644
Single
3
High School
null
30.496499
Suburban
Comprehensive
1
1
406
4
2020-01-27 15:21:39.081504
Poor
Yes
Daily
Apartment
703
1,173,889
33
Male
3,568
Divorced
3
PhD
Unemployed
16.791728
Rural
Comprehensive
null
11
433
9
2021-08-28 15:21:39.134960
Average
Yes
Rarely
Condo
829
1,173,890
19
Female
35,827
Single
3
PhD
null
30.351389
Suburban
Premium
2
2
833
1
2023-08-25 15:21:39.170099
Good
Yes
Weekly
House
1,542
1,173,891
57
Female
51,143
Single
2
High School
Self-Employed
20.221918
Rural
Premium
0
8
565
2
2022-08-06 15:21:39.187211
Average
No
Monthly
House
267
1,173,892
27
Female
48,711
Divorced
null
PhD
Unemployed
26.527541
Urban
Basic
null
5
826
9
2021-07-03 15:21:39.221386
Good
No
Monthly
Apartment
424
1,173,893
34
Female
63,843
Married
3
PhD
null
48.395749
Urban
Comprehensive
1
8
319
1
2020-01-17 15:21:39.104139
Poor
No
Rarely
House
2,732
1,173,894
48
Male
5,743
Divorced
2
Master's
Self-Employed
27.796577
Suburban
Basic
0
11
731
4
2022-02-19 15:21:39.155231
Good
No
Daily
Apartment
3,107
1,173,895
32
Female
3,246
Divorced
null
Master's
Self-Employed
null
Rural
Comprehensive
1
4
452
8
2020-06-04 15:21:39.194829
Poor
No
Daily
Apartment
478
1,173,896
62
Female
35,228
Divorced
4
Bachelor's
Employed
24.551704
Suburban
Comprehensive
null
17
483
9
2021-10-31 15:21:39.283783
Good
Yes
Weekly
Apartment
32
1,173,897
52
Female
3,113
Divorced
3
High School
Unemployed
8.584621
Suburban
Premium
0
11
691
2
2020-06-17 15:21:39.089116
Good
No
Daily
Condo
29
1,173,898
39
Female
20
Single
1
PhD
null
29.018768
Rural
Premium
0
12
741
5
2019-10-10 15:21:39.264504
Good
Yes
Daily
Condo
1,963
1,173,899
41
Female
62,970
Married
4
PhD
Self-Employed
49.769005
Suburban
Premium
0
10
null
4
2023-10-28 15:21:39.134960
Average
Yes
Rarely
House
3,520