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
29,600
29
Male
34,181
Married
3
Master's
Self-Employed
37.772026
Rural
Basic
null
0
786
6
2022-06-04 15:21:39.231531
Average
Yes
Monthly
Condo
1,031
29,601
46
Female
51,399
Divorced
4
High School
null
41.818259
Rural
Premium
2
5
644
8
2019-10-04 15:21:39.259788
Poor
Yes
Rarely
Apartment
418
29,602
38
Male
6,894
Single
2
PhD
Self-Employed
28.865285
Rural
Comprehensive
1
2
553
2
2022-07-06 15:21:39.134960
Average
No
Monthly
Condo
719
29,603
32
Male
99,258
Divorced
4
Bachelor's
null
11.302914
Suburban
Comprehensive
0
14
768
4
2021-05-30 15:21:39.218388
Average
No
Rarely
Apartment
232
29,604
20
Male
9,084
Single
0
PhD
null
19.558974
Rural
Premium
null
2
763
5
2022-06-02 15:21:39.280784
Average
Yes
Monthly
Apartment
462
29,605
37
Female
136,920
Divorced
2
Bachelor's
null
16.187728
Rural
Basic
0
3
668
3
2024-05-15 15:21:39.122134
Average
No
Daily
Condo
212
29,606
31
Female
4,820
Divorced
3
Bachelor's
Unemployed
31.052228
Suburban
Basic
0
5
382
1
2020-03-29 15:21:39.231531
Average
Yes
Monthly
Apartment
1,086
29,607
36
Male
10,198
Married
4
Master's
null
8.276889
Rural
Premium
2
2
762
4
2024-06-30 15:21:39.250151
Average
Yes
Weekly
House
874
29,608
44
Female
69,929
Single
3
Master's
Employed
41.569191
Urban
Comprehensive
null
13
430
4
2024-03-30 15:21:39.168099
Average
No
Daily
Condo
618
29,609
46
Male
69,645
Married
4
Master's
Unemployed
24.935802
Suburban
Basic
0
11
725
8
2023-05-20 15:21:39.134960
Average
No
Rarely
House
333
29,610
55
Male
2,547
Married
3
PhD
Employed
26.923944
Rural
Basic
null
14
314
8
2021-09-09 15:21:39.256696
Good
No
Weekly
House
143
29,611
56
Male
91,031
Married
4
Master's
Self-Employed
23.726496
Rural
Basic
null
3
null
3
2019-11-19 15:21:39.167099
Poor
Yes
Weekly
Apartment
110
29,612
24
Male
23,188
Single
2
PhD
Self-Employed
11.966677
Urban
Comprehensive
null
15
372
9
2020-08-15 15:21:39.187211
Good
Yes
Weekly
House
468
29,613
21
Female
658
Single
1
Bachelor's
Unemployed
null
Rural
Premium
0
4
null
4
2023-05-23 15:21:39.237118
Poor
Yes
Weekly
Condo
991
29,614
57
Male
15,485
Single
3
Bachelor's
Employed
38.686469
Rural
Comprehensive
null
14
614
3
2021-01-12 15:21:39.259788
Poor
No
Daily
Condo
1,369
29,615
42
Male
51,734
Married
2
Master's
Self-Employed
18.012523
Rural
Comprehensive
null
5
324
7
2020-12-12 15:21:39.120168
Good
Yes
Rarely
Condo
563
29,616
48
Female
3,928
Divorced
4
Master's
Unemployed
7.898029
Suburban
Comprehensive
0
6
729
3
2021-01-10 15:21:39.107553
Average
Yes
Monthly
Apartment
2,785
29,617
49
Male
45,907
Single
1
Master's
null
null
Urban
Basic
1
10
682
9
2022-11-06 15:21:39.173834
Good
No
Rarely
Apartment
1,488
29,618
54
Male
5,906
Single
0
Master's
Self-Employed
11.806047
Rural
Basic
null
18
382
8
2021-02-27 15:21:39.223901
Average
No
Weekly
House
1,733
29,619
49
Female
43,485
Single
3
PhD
Employed
51.98355
Suburban
Comprehensive
1
15
333
8
2021-12-29 15:21:39.155231
Average
Yes
Monthly
Apartment
3,485
29,620
42
Female
24,299
Married
1
Master's
Employed
14.907136
Suburban
Basic
null
1
477
1
2022-12-16 15:21:39.282785
Good
No
Weekly
Condo
67
29,621
29
Male
5,774
null
1
PhD
Unemployed
22.4831
Suburban
Premium
1
10
511
7
2023-09-11 15:21:39.274993
Poor
Yes
Weekly
Condo
567
29,622
54
Female
26,427
Single
3
High School
null
26.824358
Rural
Basic
0
0
301
3
2024-02-13 15:21:39.134960
Poor
No
Monthly
Condo
1,019
29,623
37
Male
7,091
Married
0
Bachelor's
Self-Employed
16.814103
Urban
Premium
0
12
742
1
2021-12-22 15:21:39.155231
Good
Yes
Weekly
Apartment
1,213
29,624
27
Female
23,726
Single
3
Master's
Employed
38.147979
Urban
Premium
0
18
761
6
2022-12-17 15:21:39.261856
Good
No
Rarely
House
1,185
29,625
61
Male
45,936
Single
4
Bachelor's
null
25.837882
Urban
Premium
1
6
553
9
2020-04-19 15:21:39.134960
Average
Yes
Rarely
Condo
869
29,626
24
Female
1,465
Divorced
null
High School
Employed
23.67673
Urban
Premium
0
2
461
1
2024-04-10 15:21:39.206847
Average
Yes
Weekly
House
100
29,627
22
Male
17,095
Divorced
3
Master's
null
21.051906
Rural
Comprehensive
null
0
845
3
2024-03-18 15:21:39.271453
Average
Yes
Weekly
Condo
1,639
29,628
56
Female
30,206
Divorced
1
Bachelor's
null
27.67232
Rural
Premium
null
19
554
8
2020-11-09 15:21:39.192212
Good
No
Weekly
House
1,058
29,629
44
Male
8,078
Divorced
null
Bachelor's
null
18.850066
Urban
Premium
2
2
847
7
2021-04-03 15:21:39.272456
Good
No
Rarely
Condo
3,382
29,630
29
Male
27,385
Divorced
3
PhD
Self-Employed
25.814098
Urban
Comprehensive
2
10
757
4
2021-04-15 15:21:39.085129
Average
No
Monthly
House
539
29,631
33
Female
8,265
Married
4
Bachelor's
Employed
20.564265
Rural
Premium
1
18
614
7
2020-11-28 15:21:39.126661
Average
No
Weekly
Apartment
2,575
29,632
58
Male
1,466
Single
0
Master's
Unemployed
41.788425
Suburban
Comprehensive
1
0
384
9
2021-12-14 15:21:39.134960
Good
No
Rarely
Condo
1,539
29,633
61
Male
7,927
Divorced
1
Bachelor's
Employed
20.912804
Suburban
Comprehensive
1
15
494
6
2019-11-01 15:21:39.155231
Good
Yes
Rarely
Apartment
2,841
29,634
50
Male
36,477
Divorced
3
High School
null
18.088519
Suburban
Premium
1
11
690
7
2020-02-19 15:21:39.219432
Good
No
Monthly
Apartment
1,359
29,635
53
Male
149,093
Divorced
null
High School
Unemployed
27.611547
Rural
Comprehensive
1
14
null
7
2021-02-01 15:21:39.155231
Good
No
Rarely
House
149
29,636
27
Female
null
Single
null
High School
Self-Employed
23.966159
Suburban
Premium
1
8
364
4
2021-10-31 15:21:39.134960
Good
Yes
Monthly
Condo
1,179
29,637
30
Male
17,175
Divorced
4
Master's
Self-Employed
30.346869
Urban
Premium
null
5
632
5
2020-07-31 15:21:39.167099
Poor
Yes
Daily
House
794
29,638
61
Male
18,463
Married
0
Master's
Unemployed
36.381357
Rural
Basic
1
13
776
8
2022-07-04 15:21:39.134960
Good
No
Rarely
Condo
1,103
29,639
44
Female
29,505
Divorced
null
Master's
Unemployed
7.548976
Rural
Premium
0
1
576
3
2023-09-18 15:21:39.117183
Good
No
Weekly
Apartment
1,331
29,640
34
Female
1,695
Single
1
PhD
Employed
null
Suburban
Premium
0
16
773
4
2023-04-18 15:21:39.171102
Average
Yes
Rarely
Apartment
692
29,641
26
Male
24,474
Single
null
Master's
Self-Employed
37.654556
Rural
Comprehensive
0
4
484
5
2021-08-12 15:21:39.208842
Average
Yes
Weekly
Condo
997
29,642
28
Male
5,547
Single
0
Master's
Employed
41.683557
Suburban
Basic
1
4
573
7
2023-04-01 15:21:39.122134
Poor
Yes
Daily
House
2,223
29,643
27
Female
7,991
Divorced
1
PhD
Unemployed
29.344417
Suburban
Basic
0
12
718
6
2021-05-20 15:21:39.155231
Good
No
Monthly
Condo
882
29,644
54
Male
12,069
Married
0
Master's
null
null
Urban
Basic
0
1
696
9
2022-07-28 15:21:39.134960
Poor
Yes
Weekly
House
541
29,645
21
Female
null
Divorced
1
Bachelor's
Self-Employed
52.891324
Rural
Basic
1
7
433
4
2021-04-20 15:21:39.185215
Average
No
Monthly
House
996
29,646
44
Female
136,895
Divorced
2
Bachelor's
Employed
8.966233
Suburban
Premium
2
0
496
3
2019-10-12 15:21:39.190215
Good
No
Monthly
House
1,171
29,647
33
Female
12,963
Divorced
4
Master's
Unemployed
null
Urban
Comprehensive
1
4
735
7
2022-07-05 15:21:39.169102
Poor
No
Monthly
Apartment
929
29,648
44
Female
3,624
Divorced
3
Bachelor's
null
22.788903
Rural
Premium
3
17
704
6
2019-09-29 15:21:39.221386
Average
Yes
Daily
Condo
656
29,649
55
Male
6,872
Single
null
Master's
Unemployed
39.967193
Suburban
Comprehensive
null
6
311
6
2021-05-28 15:21:39.155231
Poor
No
Rarely
House
941
29,650
26
Male
56,874
Single
1
High School
null
31.390072
Suburban
Premium
0
15
324
2
2022-06-25 15:21:39.134960
Average
Yes
Weekly
Condo
28
29,651
53
Female
28,982
Divorced
3
High School
Employed
30.016636
Suburban
Basic
0
18
617
6
2023-07-25 15:21:39.276901
Good
No
Weekly
Apartment
1,745
29,652
31
Female
2,810
Married
2
Master's
null
36.870106
Suburban
Comprehensive
null
18
510
2
2020-01-12 15:21:39.082499
Good
No
Weekly
Condo
625
29,653
46
Female
1,178
Married
4
Bachelor's
Employed
null
Urban
Comprehensive
null
6
827
4
2024-04-18 15:21:39.245086
Poor
No
Rarely
Condo
2,658
29,654
20
Female
43,713
Divorced
2
Master's
Self-Employed
26.231255
Rural
Comprehensive
null
14
479
7
2023-09-19 15:21:39.098696
Poor
Yes
Weekly
House
1,358
29,655
27
Male
null
Divorced
null
PhD
Employed
19.849488
Urban
Premium
0
8
433
9
2020-09-29 15:21:39.181605
Poor
Yes
Daily
Apartment
977
29,656
46
Female
30,291
Single
4
Bachelor's
Unemployed
26.749247
Suburban
Basic
0
6
847
9
2022-03-23 15:21:39.079128
Good
No
Weekly
House
615
29,657
62
Female
17,982
Married
0
Bachelor's
Employed
39.465916
Suburban
Basic
1
15
595
6
2023-05-23 15:21:39.250151
Good
Yes
Monthly
Apartment
589
29,658
20
Female
108,523
Married
1
Bachelor's
Self-Employed
19.572206
Suburban
Premium
null
12
438
8
2024-01-19 15:21:39.261856
Good
No
Monthly
House
1,582
29,659
39
Female
1,418
Married
1
PhD
Unemployed
21.48708
Urban
Premium
1
4
301
5
2021-02-06 15:21:39.223901
Poor
No
Monthly
Condo
532
29,660
29
Female
2,853
Single
4
PhD
Self-Employed
45.584866
Rural
Comprehensive
2
7
513
4
2023-03-24 15:21:39.155231
Poor
Yes
Rarely
Condo
485
29,661
53
Male
44,250
null
null
PhD
Employed
39.981062
Suburban
Comprehensive
1
3
597
9
2020-05-24 15:21:39.121169
Poor
Yes
Daily
House
1,438
29,662
null
Male
null
Married
3
Master's
Employed
33.392148
Suburban
Basic
1
18
null
4
2022-03-15 15:21:39.193945
Poor
Yes
Rarely
Apartment
238
29,663
43
Female
1,488
Divorced
0
Bachelor's
Employed
null
Rural
Premium
2
2
549
1
2021-11-03 15:21:39.206847
Average
No
Monthly
House
773
29,664
41
Female
1,435
Single
2
Bachelor's
null
null
Urban
Basic
1
2
393
7
2024-02-24 15:21:39.172097
Average
Yes
Daily
Condo
1,611
29,665
18
Female
23,706
Married
0
PhD
Employed
14.948505
Rural
Comprehensive
null
5
603
1
2021-11-27 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,139
29,666
25
Male
713
Divorced
2
Bachelor's
Employed
21.524516
Rural
Comprehensive
null
10
573
1
2019-09-12 15:21:39.155231
Good
No
Rarely
House
24
29,667
21
Male
6,804
Married
0
PhD
null
18.121314
Rural
Comprehensive
1
5
652
6
2023-09-29 15:21:39.147735
Good
Yes
Weekly
Apartment
786
29,668
61
Male
20,470
Divorced
2
PhD
null
28.777521
Urban
Comprehensive
0
19
344
9
2022-08-10 15:21:39.144722
Good
No
Daily
House
1,198
29,669
41
Male
16,891
Single
2
PhD
Employed
28.353316
Rural
Basic
0
1
472
5
2023-06-04 15:21:39.082499
Average
No
Monthly
Condo
1,132
29,670
24
Female
42,302
Divorced
4
High School
Self-Employed
26.793991
Suburban
Basic
0
2
647
3
2021-01-17 15:21:39.114118
Poor
No
Monthly
Condo
647
29,671
21
Male
13,500
Single
3
Bachelor's
Unemployed
28.897243
Rural
Comprehensive
null
2
564
4
2022-04-05 15:21:39.254678
Poor
Yes
Rarely
Condo
1,035
29,672
52
Female
77,514
Single
3
High School
Unemployed
12.497597
Suburban
Basic
0
11
456
5
2024-01-31 15:21:39.086123
Average
No
Monthly
House
29
29,673
39
Male
1,158
Divorced
null
Master's
Self-Employed
20.556528
Urban
Premium
2
11
742
9
2020-06-13 15:21:39.155231
Poor
No
Daily
Apartment
25
29,674
25
Female
44,915
Married
3
PhD
null
13.642089
Urban
Basic
1
6
838
5
2024-02-27 15:21:39.204790
Poor
No
Weekly
Apartment
1,829
29,675
49
Male
31,041
Married
0
Bachelor's
Self-Employed
31.882306
Suburban
Premium
0
18
589
1
2022-05-27 15:21:39.207847
Average
Yes
Weekly
House
324
29,676
58
Female
884
Single
4
Master's
Self-Employed
8.29234
Rural
Comprehensive
null
8
635
1
2020-01-29 15:21:39.143708
Poor
No
Daily
Apartment
2,377
29,677
58
Female
5,530
Divorced
null
High School
null
29.693462
Suburban
Comprehensive
null
8
677
4
2023-07-11 15:21:39.272456
Average
Yes
Rarely
Apartment
1,117
29,678
62
Male
40,322
Single
3
PhD
Employed
5.791478
Rural
Premium
1
3
783
7
2023-12-01 15:21:39.168099
Poor
Yes
Daily
Apartment
2,114
29,679
53
Female
61,674
Single
2
High School
Employed
26.342203
Rural
Premium
null
6
417
8
2021-11-30 15:21:39.175719
Good
No
Weekly
House
921
29,680
23
Male
28,961
Divorced
4
High School
Employed
40.682079
Suburban
Premium
0
19
628
3
2022-09-24 15:21:39.276901
Average
Yes
Daily
Condo
838
29,681
48
Female
10,163
Single
1
Master's
null
22.737644
Urban
Comprehensive
0
5
472
2
2024-04-24 15:21:39.155231
Poor
Yes
Daily
Apartment
2,295
29,682
63
Female
5,529
Divorced
4
PhD
Unemployed
34.124901
Suburban
Comprehensive
1
16
488
8
2023-01-03 15:21:39.126661
Poor
No
Daily
Apartment
1,085
29,683
38
Male
19,860
Single
2
PhD
Self-Employed
18.968824
Suburban
Basic
null
4
710
4
2022-06-23 15:21:39.176717
Poor
No
Weekly
Apartment
713
29,684
55
Female
85,543
Single
null
PhD
Self-Employed
32.060865
Rural
Premium
2
10
507
5
2020-05-04 15:21:39.267454
Good
No
Weekly
Apartment
139
29,685
18
Male
null
Divorced
3
Master's
null
15.745548
Rural
Premium
1
13
769
1
2021-06-02 15:21:39.213373
Poor
No
Daily
Apartment
318
29,686
33
Male
50,857
Married
1
PhD
Self-Employed
27.245515
Rural
Comprehensive
1
8
434
4
2020-06-04 15:21:39.124659
Average
No
Weekly
Apartment
951
29,687
28
Male
23,863
Divorced
2
Master's
Employed
51.055095
Rural
Premium
1
8
837
8
2023-08-21 15:21:39.220389
Average
Yes
Rarely
Apartment
1,191
29,688
45
Female
706
Divorced
3
Bachelor's
null
42.849142
Rural
Premium
1
19
707
9
2020-04-13 15:21:39.254678
null
No
Weekly
Apartment
3,259
29,689
48
Male
75,815
Single
2
Master's
Employed
null
Rural
Basic
null
19
713
7
2021-10-13 15:21:39.134960
Good
Yes
Weekly
Condo
2,156
29,690
24
Female
18,062
Married
0
PhD
null
25.071421
Urban
Premium
2
8
615
9
2019-08-17 15:21:39.149731
Average
Yes
Weekly
Condo
1,539
29,691
20
Male
76,422
Single
1
Bachelor's
Unemployed
36.458427
Rural
Comprehensive
0
11
391
4
2020-02-18 15:21:39.148733
Poor
Yes
Daily
Apartment
1,102
29,692
18
Female
29,863
Single
1
Master's
Unemployed
50.388637
Suburban
Basic
0
2
791
7
2024-05-01 15:21:39.219432
Poor
Yes
Rarely
Apartment
709
29,693
28
Female
36,454
Divorced
0
PhD
Self-Employed
27.982994
Rural
Basic
1
16
848
1
2021-05-02 15:21:39.147735
Average
No
Daily
Condo
434
29,694
62
Female
27,358
Married
2
Master's
null
28.564385
Rural
Basic
2
3
618
4
2020-07-19 15:21:39.098696
Average
No
Monthly
House
1,035
29,695
26
Female
16,098
Single
0
Bachelor's
Employed
43.559963
Urban
Basic
1
4
558
8
2019-09-17 15:21:39.164044
Good
No
Rarely
Condo
3,418
29,696
40
Male
17,983
Divorced
0
PhD
Self-Employed
23.024827
Suburban
Comprehensive
1
8
536
3
2022-05-13 15:21:39.144722
Average
No
Daily
Condo
1,035
29,697
29
Female
40,597
Single
3
High School
Unemployed
25.965498
Urban
Comprehensive
1
17
758
4
2024-01-16 15:21:39.237118
Poor
Yes
Monthly
House
537
29,698
30
Male
54,067
Divorced
0
Bachelor's
null
23.409071
Rural
Comprehensive
1
11
532
3
2024-03-05 15:21:39.089116
Poor
Yes
Daily
House
176
29,699
51
Female
14,096
Divorced
0
High School
Employed
37.128543
Urban
Comprehensive
null
13
759
9
2023-12-27 15:21:39.152732
null
Yes
Weekly
Condo
809