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
1,175,800
54
Female
18,224
Single
1
Bachelor's
Unemployed
22.318839
Rural
Premium
0
15
null
5
2021-04-26 15:21:39.237118
Good
No
Weekly
House
926
1,175,801
61
Female
69,929
Single
1
Bachelor's
null
49.939114
Suburban
Premium
0
17
437
8
2021-03-01 15:21:39.145732
Good
No
Weekly
Apartment
1,420
1,175,802
36
Male
92,275
Single
2
High School
null
6.633227
Suburban
Comprehensive
0
16
328
9
2021-08-23 15:21:39.188220
Average
No
Daily
House
1,246
1,175,803
30
Female
6,186
Married
null
Bachelor's
null
27.753454
Urban
Premium
null
15
null
9
2024-01-12 15:21:39.218388
Average
No
Weekly
House
1,612
1,175,804
57
Female
67,713
Married
0
Master's
Employed
null
Rural
Basic
2
3
null
5
2023-04-24 15:21:39.246098
Average
Yes
Rarely
Condo
2,712
1,175,805
30
Female
4,747
Single
4
Bachelor's
null
13.634995
Rural
Premium
1
13
471
3
2019-10-01 15:21:39.134960
null
Yes
Monthly
Apartment
1,329
1,175,806
50
Male
18,199
Divorced
4
Master's
null
38.010127
Rural
Comprehensive
null
10
null
7
2021-10-17 15:21:39.093681
Good
No
Monthly
Condo
917
1,175,807
55
Female
394
Married
0
Bachelor's
null
32.597344
Urban
Basic
3
15
662
5
2022-10-24 15:21:39.244069
Poor
Yes
Rarely
Apartment
2,729
1,175,808
25
Male
101,077
Married
0
High School
Self-Employed
34.4429
Suburban
Premium
2
2
683
2
2021-11-28 15:21:39.289099
Average
No
Rarely
Condo
50
1,175,809
48
Female
49,230
Married
4
PhD
Unemployed
25.919208
Rural
Comprehensive
null
5
417
8
2020-11-11 15:21:39.276901
Poor
Yes
Weekly
Condo
184
1,175,810
48
Male
45,926
Single
4
PhD
Unemployed
37.147321
Suburban
Premium
1
12
544
4
2023-01-13 15:21:39.155231
Average
No
Monthly
Apartment
508
1,175,811
38
Male
15,131
Single
0
Master's
Unemployed
19.099125
Suburban
Basic
1
2
633
4
2021-02-06 15:21:39.221386
Good
No
Monthly
Condo
1,521
1,175,812
52
Female
20,457
Married
4
PhD
null
15.349438
Rural
Premium
0
17
508
1
2021-01-20 15:21:39.245086
Average
Yes
Weekly
House
487
1,175,813
21
Male
121,053
Married
0
PhD
null
48.169921
Rural
Comprehensive
null
9
472
8
2020-08-01 15:21:39.102694
Good
No
Daily
Condo
2,280
1,175,814
40
Male
3,246
Single
1
PhD
Self-Employed
36.475097
Rural
Comprehensive
1
4
781
1
2019-10-15 15:21:39.134960
Good
No
Monthly
Apartment
112
1,175,815
61
Male
7,079
Divorced
2
Master's
Unemployed
null
Rural
Comprehensive
0
1
646
9
2021-04-16 15:21:39.276901
Poor
No
Rarely
Apartment
20
1,175,816
48
Female
13,621
Single
0
Master's
Self-Employed
23.947115
Urban
Comprehensive
0
16
683
9
2022-09-11 15:21:39.256696
Good
Yes
Weekly
Apartment
278
1,175,817
41
Female
61,838
Divorced
4
High School
Employed
16.49198
Suburban
Premium
null
0
829
1
2020-09-26 15:21:39.098696
Good
Yes
Monthly
Condo
143
1,175,818
22
Male
39,529
Single
0
High School
Unemployed
43.865412
Urban
Basic
0
15
617
3
2020-02-29 15:21:39.270454
Good
Yes
Monthly
Condo
336
1,175,819
57
Female
5,877
Married
2
Master's
Employed
30.813595
Rural
Premium
null
12
585
4
2022-06-23 15:21:39.082499
Good
Yes
Daily
Apartment
1,373
1,175,820
53
Male
24,359
Married
3
Bachelor's
Employed
30.784619
Rural
Comprehensive
null
15
839
7
2020-04-11 15:21:39.134960
Good
Yes
Rarely
House
903
1,175,821
63
Female
16,458
Single
1
Master's
Unemployed
21.3108
Rural
Basic
5
19
532
5
2023-06-07 15:21:39.219432
Good
Yes
Weekly
Apartment
449
1,175,822
43
Female
11,551
Single
3
Master's
Unemployed
45.272977
Suburban
Comprehensive
1
3
682
1
2021-10-27 15:21:39.134960
Poor
Yes
Monthly
House
1,791
1,175,823
51
Female
5,907
Married
2
PhD
Self-Employed
12.373547
Urban
Comprehensive
0
18
699
2
2020-06-12 15:21:39.155231
Good
Yes
Rarely
House
1,220
1,175,824
41
Male
26,582
Divorced
1
PhD
Self-Employed
null
Urban
Premium
2
17
572
3
2022-11-28 15:21:39.134960
Average
Yes
Daily
House
1,181
1,175,825
58
Female
null
Married
1
Master's
Self-Employed
39.591136
Urban
Comprehensive
null
5
424
6
2020-04-24 15:21:39.231531
Good
No
Monthly
Condo
22
1,175,826
35
Male
45,935
Married
3
PhD
Unemployed
37.039443
Urban
Premium
0
4
409
3
2023-03-20 15:21:39.167099
Average
Yes
Monthly
Apartment
1,625
1,175,827
55
Male
29,139
Married
2
Bachelor's
Employed
9.948891
Suburban
Premium
null
3
789
8
2022-12-05 15:21:39.274993
Poor
No
Weekly
House
1,791
1,175,828
35
Female
4,942
Divorced
4
PhD
Self-Employed
5.959017
Suburban
Premium
null
3
461
1
2020-10-09 15:21:39.155231
Good
No
Daily
Apartment
725
1,175,829
48
Female
2,314
Divorced
2
PhD
Employed
null
Suburban
Premium
null
10
565
9
2022-01-28 15:21:39.200452
Good
Yes
Rarely
Condo
969
1,175,830
43
Female
36,369
Married
1
PhD
Employed
32.597635
Urban
Comprehensive
0
9
549
4
2022-06-11 15:21:39.092127
Poor
No
Monthly
House
807
1,175,831
63
Female
15,107
Married
1
High School
Unemployed
21.410376
Suburban
Premium
2
6
591
5
2019-09-23 15:21:39.226954
Poor
No
Weekly
Condo
1,408
1,175,832
49
Male
66,872
Divorced
1
Master's
null
30.835257
Rural
Premium
0
13
456
2
2022-06-14 15:21:39.254678
Poor
Yes
Monthly
Condo
861
1,175,833
60
Male
36,957
Divorced
0
High School
Unemployed
33.857116
Rural
Premium
null
19
568
1
2023-12-29 15:21:39.265513
Good
No
Rarely
Condo
417
1,175,834
25
Male
11,234
Divorced
2
Master's
Unemployed
null
Urban
Comprehensive
1
12
483
9
2020-01-05 15:21:39.090124
Average
Yes
Daily
Condo
1,810
1,175,835
39
Male
20,281
Married
1
High School
Self-Employed
28.988954
Suburban
Basic
0
17
567
9
2024-01-07 15:21:39.134960
Good
Yes
Monthly
Apartment
815
1,175,836
37
Male
8,983
Married
2
High School
Employed
8.534456
Rural
Basic
null
1
null
9
2020-06-14 15:21:39.155231
Average
Yes
Daily
House
1,501
1,175,837
64
Female
14,152
Divorced
0
PhD
Employed
28.752738
Rural
Basic
null
13
402
2
2023-08-13 15:21:39.120168
Good
Yes
Rarely
Apartment
1,739
1,175,838
38
Male
50,716
Divorced
1
Master's
Employed
10.835346
Urban
Comprehensive
1
19
533
9
2020-11-16 15:21:39.247098
Poor
Yes
Rarely
House
427
1,175,839
54
Female
2,588
Single
4
High School
null
31.4499
Rural
Premium
null
14
371
8
2024-06-04 15:21:39.151732
Average
No
Rarely
Apartment
706
1,175,840
49
Male
1,229
Single
1
High School
Unemployed
25.984366
Urban
Premium
null
17
524
3
2019-09-02 15:21:39.283783
Poor
Yes
Rarely
House
2,160
1,175,841
21
Female
10,010
Single
2
Bachelor's
Self-Employed
39.098014
Rural
Premium
null
0
841
8
2022-04-11 15:21:39.117183
Poor
Yes
Weekly
Apartment
567
1,175,842
22
Male
33,124
Single
2
Master's
null
15.999401
Suburban
Basic
null
3
699
9
2019-09-09 15:21:39.244069
Average
Yes
Rarely
House
669
1,175,843
27
Female
90,119
Married
0
Master's
null
30.989436
Rural
Basic
2
8
null
8
2020-10-26 15:21:39.209847
Good
No
Daily
Apartment
23
1,175,844
27
Male
114,863
Single
1
PhD
Self-Employed
45.381849
Rural
Premium
1
2
445
6
2020-04-07 15:21:39.237118
Average
No
Daily
House
498
1,175,845
62
Female
51,465
Married
3
PhD
Self-Employed
51.816062
Rural
Basic
0
16
779
7
2021-01-12 15:21:39.134960
Average
Yes
Weekly
Apartment
961
1,175,846
18
Female
2,195
Divorced
1
PhD
Self-Employed
34.926792
Urban
Comprehensive
null
19
655
7
2022-03-06 15:21:39.207847
Average
Yes
Monthly
Condo
185
1,175,847
51
Female
106,886
Single
3
PhD
null
51.4696
Urban
Premium
1
18
null
1
2021-05-26 15:21:39.179186
Good
Yes
Weekly
Condo
250
1,175,848
47
Male
10,071
Single
2
High School
null
24.885871
Rural
Comprehensive
1
18
null
9
2022-05-27 15:21:39.144722
Good
No
Daily
Condo
324
1,175,849
39
Female
19,566
Divorced
0
Master's
null
37.893232
Urban
Premium
null
15
820
9
2022-11-16 15:21:39.134960
Poor
Yes
Rarely
House
916
1,175,850
45
Female
39,069
Divorced
1
PhD
Unemployed
44.79783
Suburban
Premium
null
19
831
8
2022-02-05 15:21:39.134960
Good
No
Rarely
Condo
1,611
1,175,851
26
Male
43,474
Single
0
PhD
Self-Employed
12.086264
Urban
Basic
null
17
509
5
2021-06-28 15:21:39.187211
Average
Yes
Daily
Condo
1,808
1,175,852
31
Female
3,077
null
3
Bachelor's
Unemployed
22.567505
Rural
Comprehensive
2
1
668
7
2023-06-09 15:21:39.145732
Average
No
Weekly
House
703
1,175,853
21
Male
30,897
Divorced
4
PhD
null
9.265909
Suburban
Premium
2
19
696
1
2024-08-02 15:21:39.134960
Poor
Yes
Rarely
Condo
860
1,175,854
39
Female
28,533
Married
2
PhD
Employed
13.053438
Rural
Basic
1
6
473
7
2022-03-19 15:21:39.214388
Poor
Yes
Monthly
Apartment
216
1,175,855
46
Female
28,648
Married
0
Bachelor's
Employed
43.226512
Suburban
Basic
2
10
688
1
2023-10-20 15:21:39.134960
Average
No
Rarely
Condo
1,941
1,175,856
47
Male
2,474
Divorced
3
PhD
null
34.468661
Urban
Basic
null
11
477
8
2020-04-03 15:21:39.281787
Poor
Yes
Weekly
Condo
1,040
1,175,857
61
Male
25,440
Divorced
1
PhD
Self-Employed
25.180879
Suburban
Premium
null
15
848
1
2019-11-15 15:21:39.187211
Good
No
Rarely
Apartment
870
1,175,858
26
Male
143,378
Married
0
Bachelor's
Unemployed
null
Suburban
Comprehensive
null
12
772
4
2023-12-26 15:21:39.181605
Average
Yes
Weekly
Apartment
2,456
1,175,859
46
Male
71,224
Single
0
High School
Unemployed
42.590737
Rural
Premium
0
19
392
1
2023-12-13 15:21:39.120168
Average
Yes
Rarely
House
1,003
1,175,860
null
Male
4,064
Single
1
PhD
Self-Employed
32.642865
Suburban
Basic
1
9
406
3
2021-03-22 15:21:39.149731
Average
Yes
Monthly
Apartment
1,148
1,175,861
53
Male
18,074
Divorced
0
Bachelor's
Self-Employed
26.9479
Suburban
Premium
0
4
594
1
2023-01-16 15:21:39.194829
Average
Yes
Monthly
Apartment
654
1,175,862
43
Male
45,341
Single
4
Bachelor's
Unemployed
21.414856
Rural
Basic
null
8
564
8
2024-01-07 15:21:39.289099
Average
Yes
Monthly
Apartment
643
1,175,863
31
Female
659
Divorced
3
Master's
Self-Employed
8.072795
Urban
Basic
0
15
786
6
2023-02-21 15:21:39.194829
null
Yes
Monthly
Condo
2,091
1,175,864
45
Female
39,766
Married
2
Bachelor's
null
25.251585
Urban
Premium
null
5
716
6
2022-05-08 15:21:39.087123
Good
No
Monthly
House
1,453
1,175,865
43
Male
17,084
Divorced
1
Master's
Self-Employed
24.934271
Suburban
Comprehensive
null
18
661
4
2023-10-14 15:21:39.181605
Good
No
Weekly
Apartment
641
1,175,866
20
Female
39,264
Married
3
Bachelor's
Self-Employed
6.640137
Urban
Premium
2
4
452
2
2024-07-08 15:21:39.215386
Poor
Yes
Daily
Apartment
24
1,175,867
57
Male
3,465
Divorced
1
PhD
Employed
9.696902
Urban
Comprehensive
null
16
721
4
2020-12-22 15:21:39.199447
Average
Yes
Weekly
Apartment
4,056
1,175,868
63
Male
24,299
Divorced
0
Master's
Unemployed
15.596584
Suburban
Basic
0
5
301
7
2023-10-02 15:21:39.222387
Poor
Yes
Rarely
Apartment
508
1,175,869
58
Female
43,746
Divorced
1
Bachelor's
Self-Employed
26.879321
Rural
Premium
1
11
567
3
2022-06-17 15:21:39.144722
Average
No
Rarely
House
709
1,175,870
22
Female
144,737
Single
null
High School
null
19.897211
Suburban
Premium
3
11
447
3
2024-01-26 15:21:39.131192
Good
Yes
Rarely
Apartment
1,403
1,175,871
55
Female
9,098
Divorced
3
PhD
null
21.769693
Suburban
Basic
0
5
589
9
2020-08-02 15:21:39.172097
Poor
No
Weekly
Apartment
1,060
1,175,872
50
Male
14,966
Single
3
Master's
null
38.717089
Suburban
Basic
1
17
562
5
2024-07-17 15:21:39.287115
Good
No
Weekly
Apartment
493
1,175,873
49
Female
38,612
Married
4
Master's
Unemployed
24.142725
Suburban
Basic
null
8
545
8
2020-12-23 15:21:39.094752
Good
Yes
Daily
House
1,442
1,175,874
56
Female
92,738
Single
2
High School
Self-Employed
27.493284
Rural
Basic
0
7
305
9
2020-05-13 15:21:39.274993
Good
Yes
Weekly
Apartment
2,786
1,175,875
54
Male
null
Divorced
3
High School
Employed
24.824267
Suburban
Comprehensive
null
1
661
2
2023-05-15 15:21:39.085129
Poor
Yes
Rarely
Apartment
130
1,175,876
26
Female
74,481
Married
0
PhD
Employed
14.835755
Urban
Comprehensive
2
6
704
5
2022-06-08 15:21:39.134960
Average
No
Rarely
Apartment
35
1,175,877
38
Female
2,876
Single
4
Bachelor's
null
24.180547
Urban
Comprehensive
2
6
648
3
2023-10-19 15:21:39.237118
Average
Yes
Weekly
Condo
26
1,175,878
48
Male
15,258
Single
2
PhD
null
26.567116
Urban
Basic
null
16
395
2
2020-12-01 15:21:39.147735
Good
No
Daily
Apartment
437
1,175,879
28
Female
12,894
Single
4
Master's
null
41.743201
Suburban
Basic
0
12
588
6
2021-03-17 15:21:39.201446
null
Yes
Daily
House
3,890
1,175,880
62
Female
25,103
Married
4
PhD
null
14.883489
Rural
Basic
1
17
null
7
2021-01-21 15:21:39.237118
Average
No
Monthly
House
535
1,175,881
63
Female
16,171
Single
0
PhD
null
20.253758
Suburban
Premium
0
5
639
4
2022-03-06 15:21:39.149731
Poor
Yes
Monthly
Apartment
843
1,175,882
54
Female
11,970
Single
4
PhD
Self-Employed
40.845694
Urban
Premium
null
8
841
8
2019-12-04 15:21:39.134960
Good
No
Weekly
House
518
1,175,883
40
Male
24,486
Married
0
PhD
Unemployed
14.330548
Suburban
Basic
null
10
513
9
2019-11-27 15:21:39.155231
Average
No
Monthly
Apartment
704
1,175,884
45
Female
18,095
Single
3
Bachelor's
Self-Employed
4.872194
Suburban
Basic
1
10
null
8
2022-06-16 15:21:39.094752
Average
No
Daily
Condo
100
1,175,885
59
Male
110,343
Married
null
PhD
Unemployed
28.773578
Suburban
Premium
0
18
null
8
2020-08-22 15:21:39.155231
Average
Yes
Daily
Condo
4,609
1,175,886
57
Male
54,920
Married
4
Master's
null
40.691207
Urban
Comprehensive
null
12
383
9
2019-09-28 15:21:39.123711
Poor
Yes
Rarely
Condo
609
1,175,887
47
Female
45,464
Divorced
2
High School
Employed
15.634209
Urban
Comprehensive
null
11
474
6
2022-07-18 15:21:39.185215
Average
No
Rarely
Apartment
1,173
1,175,888
25
Male
35,791
Single
1
Bachelor's
Employed
25.634926
Suburban
Comprehensive
null
6
782
2
2022-02-27 15:21:39.181605
Poor
Yes
Monthly
House
1,338
1,175,889
33
Male
12,051
Single
4
Bachelor's
null
16.717388
Urban
Comprehensive
1
7
710
2
2023-08-08 15:21:39.177724
Good
Yes
Monthly
Apartment
616
1,175,890
38
Female
17,676
Married
1
PhD
Unemployed
38.232533
Urban
Premium
null
9
473
8
2024-06-04 15:21:39.082499
Good
Yes
Daily
House
589
1,175,891
44
Female
null
Married
4
Bachelor's
null
13.638411
Suburban
Comprehensive
null
8
795
3
2021-01-06 15:21:39.093681
Average
No
Daily
Condo
112
1,175,892
20
Female
2,742
Married
3
Bachelor's
Employed
24.054153
Suburban
Basic
0
19
752
8
2023-07-10 15:21:39.288099
null
No
Monthly
House
618
1,175,893
19
Male
10,173
Married
3
PhD
null
9.716092
Urban
Basic
0
2
641
7
2020-07-25 15:21:39.098696
Average
Yes
Monthly
House
439
1,175,894
25
Male
null
Single
1
Bachelor's
Unemployed
38.638792
Suburban
Basic
1
15
795
4
2020-08-18 15:21:39.222387
Good
No
Daily
House
211
1,175,895
40
Male
1,145
Married
2
Master's
Self-Employed
27.914305
Rural
Basic
null
0
492
1
2021-04-15 15:21:39.226954
Good
Yes
Daily
Condo
627
1,175,896
37
Female
29,293
Divorced
1
PhD
Self-Employed
3.848758
Suburban
Premium
2
16
824
2
2022-10-13 15:21:39.134960
Poor
No
Rarely
House
2,184
1,175,897
39
Female
5,516
Single
null
PhD
Employed
null
Urban
Basic
null
10
439
9
2022-01-21 15:21:39.237118
Poor
Yes
Rarely
Apartment
438
1,175,898
46
Male
125,945
Single
4
Master's
null
7.75708
Suburban
Basic
1
1
739
3
2021-07-19 15:21:39.283783
Good
No
Daily
Condo
119
1,175,899
18
Female
40,777
Divorced
0
High School
Self-Employed
48.829754
Rural
Premium
0
2
786
8
2023-01-21 15:21:39.155231
Average
Yes
Monthly
Condo
1,766