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
1,174,600
52
Female
12,096
Divorced
4
Bachelor's
null
15.874287
Urban
Premium
0
0
711
3
2021-05-30 15:21:39.134960
Average
No
Rarely
Apartment
1,313
1,174,601
47
Female
16,962
Married
2
Bachelor's
Unemployed
20.75175
Urban
Comprehensive
0
16
513
3
2023-08-26 15:21:39.208842
Poor
Yes
Rarely
House
642
1,174,602
33
Female
18,759
Married
3
Master's
Self-Employed
8.678646
Urban
Basic
1
8
438
8
2021-10-29 15:21:39.102694
Good
Yes
Rarely
Condo
1,346
1,174,603
41
Female
18,093
Single
1
Bachelor's
Unemployed
13.988069
Rural
Comprehensive
0
7
609
6
2024-04-26 15:21:39.252145
Poor
Yes
Weekly
Apartment
1,205
1,174,604
25
Female
16,077
Divorced
4
Bachelor's
Unemployed
26.84558
Urban
Comprehensive
1
9
743
7
2023-05-19 15:21:39.145732
Average
No
Monthly
Condo
1,045
1,174,605
28
Male
1,588
Single
4
Master's
Self-Employed
21.086496
Suburban
Comprehensive
1
9
337
9
2023-09-04 15:21:39.126661
Good
No
Rarely
House
716
1,174,606
20
Female
42,084
Divorced
2
PhD
Employed
20.847414
Suburban
Premium
null
2
826
1
2023-06-13 15:21:39.093681
Good
Yes
Daily
House
596
1,174,607
34
Female
10,094
Divorced
null
Master's
Employed
15.651026
Urban
Basic
null
1
null
2
2021-08-29 15:21:39.172097
Poor
No
Daily
House
627
1,174,608
20
Female
2,845
Single
0
Bachelor's
Employed
46.798089
Urban
Comprehensive
0
0
null
7
2023-09-08 15:21:39.278402
Good
Yes
Daily
House
2,222
1,174,609
35
Female
29,054
null
1
PhD
null
33.548818
Urban
Comprehensive
null
19
369
8
2019-08-29 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,797
1,174,610
59
Male
6,832
Married
1
Bachelor's
Unemployed
33.483477
Suburban
Comprehensive
null
6
567
7
2022-04-27 15:21:39.246098
Poor
No
Monthly
Apartment
1,202
1,174,611
27
Female
42,395
Single
2
PhD
Self-Employed
33.573871
Rural
Comprehensive
null
13
479
7
2020-03-13 15:21:39.155231
Average
Yes
Weekly
House
400
1,174,612
20
Male
74,413
Single
3
PhD
Unemployed
9.994818
Urban
Comprehensive
1
12
null
6
2023-09-17 15:21:39.266452
Poor
No
Monthly
Condo
49
1,174,613
36
Female
9,753
Divorced
2
Master's
null
28.918753
Suburban
Premium
null
0
653
9
2023-03-07 15:21:39.155231
Average
No
Rarely
Apartment
560
1,174,614
26
Female
59,928
Married
1
Master's
Self-Employed
28.724365
Urban
Premium
2
19
542
5
2024-05-06 15:21:39.155231
Average
No
Monthly
Condo
2,915
1,174,615
22
Male
23,889
Married
3
High School
null
38.058932
Suburban
Basic
2
5
313
9
2022-07-19 15:21:39.155231
null
No
Daily
Apartment
456
1,174,616
null
Male
9,478
Divorced
null
Bachelor's
Self-Employed
18.896013
Suburban
Premium
2
16
679
3
2024-07-24 15:21:39.155231
Good
Yes
Daily
House
554
1,174,617
33
Female
14,037
Single
3
Master's
Unemployed
11.252462
Urban
Comprehensive
1
1
526
2
2021-06-08 15:21:39.095696
Good
No
Weekly
Apartment
2,193
1,174,618
25
Male
5,522
Single
0
Master's
null
23.959761
Rural
Basic
0
0
714
1
2024-05-27 15:21:39.143708
Average
No
Monthly
Apartment
829
1,174,619
46
Female
50,575
Married
4
Bachelor's
Unemployed
15.84786
Suburban
Comprehensive
1
18
439
6
2024-03-26 15:21:39.247098
Average
No
Monthly
Apartment
2,478
1,174,620
58
Male
15,264
Divorced
0
High School
Unemployed
11.131915
Urban
Comprehensive
null
10
489
5
2023-07-02 15:21:39.176717
Good
No
Daily
Apartment
1,152
1,174,621
56
Male
16,887
Single
1
High School
Self-Employed
37.077563
Rural
Comprehensive
2
8
534
7
2022-09-23 15:21:39.147735
Good
No
Weekly
Condo
2,248
1,174,622
36
Female
30,377
null
4
Bachelor's
Employed
15.148935
Suburban
Basic
null
7
485
1
2019-12-26 15:21:39.132191
Good
No
Monthly
House
1,241
1,174,623
38
Male
45,928
Married
0
High School
null
5.719242
Rural
Premium
0
18
566
9
2020-01-08 15:21:39.256696
Poor
No
Rarely
House
1,033
1,174,624
57
Male
1,714
Married
2
Bachelor's
Self-Employed
null
Urban
Comprehensive
1
4
629
1
2022-09-28 15:21:39.278180
Good
No
Daily
Condo
119
1,174,625
37
Female
815
Divorced
3
Master's
Employed
5.94825
Rural
Basic
2
15
null
8
2019-11-24 15:21:39.093681
Average
Yes
Daily
Apartment
770
1,174,626
null
Male
36,711
Married
1
Master's
Unemployed
20.836255
Suburban
Comprehensive
0
4
622
5
2021-02-08 15:21:39.134960
Poor
No
Weekly
House
149
1,174,627
62
Female
2,586
Married
4
Master's
null
34.722963
Suburban
Comprehensive
2
13
839
9
2023-12-14 15:21:39.155231
Poor
Yes
Daily
Apartment
736
1,174,628
51
Male
23,860
Married
3
Master's
Unemployed
15.564979
Suburban
Comprehensive
0
10
782
6
2024-06-10 15:21:39.082499
Good
Yes
Daily
House
1,331
1,174,629
60
Female
16,982
Divorced
0
Master's
null
28.988668
Rural
Basic
0
13
478
2
2022-05-30 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,181
1,174,630
23
Male
40,707
Married
3
Bachelor's
Self-Employed
4.087309
Rural
Basic
1
1
724
7
2023-10-02 15:21:39.121169
Poor
Yes
Monthly
Apartment
2,233
1,174,631
33
Male
26,765
Single
2
PhD
Unemployed
34.478503
Suburban
Basic
1
1
null
8
2020-10-22 15:21:39.155231
Good
No
Weekly
Apartment
293
1,174,632
25
Female
1,310
Married
4
Master's
Self-Employed
28.724354
Suburban
Comprehensive
null
1
739
9
2023-10-10 15:21:39.261856
Good
No
Monthly
House
119
1,174,633
43
Male
15,258
Divorced
1
Master's
Employed
21.889863
Rural
Comprehensive
0
7
494
6
2020-02-19 15:21:39.134960
Average
No
Daily
Apartment
476
1,174,634
48
Male
20,303
Married
2
Master's
Employed
16.817642
Rural
Comprehensive
null
1
471
8
2020-02-18 15:21:39.251142
Poor
Yes
Monthly
Condo
34
1,174,635
39
Male
1,166
Single
0
Master's
Self-Employed
15.988225
Urban
Comprehensive
null
17
845
2
2022-02-25 15:21:39.222387
Poor
Yes
Rarely
House
48
1,174,636
54
Male
38,216
Divorced
0
Master's
Employed
35.894914
Urban
Premium
0
6
null
1
2023-10-25 15:21:39.176717
Poor
Yes
Weekly
House
38
1,174,637
29
Female
67,742
null
null
Bachelor's
null
40.990586
Rural
Comprehensive
3
13
639
5
2023-08-04 15:21:39.125660
Poor
Yes
Daily
Condo
1,728
1,174,638
53
Male
16,881
Married
2
Bachelor's
Employed
24.578852
Urban
Premium
1
1
826
6
2021-03-01 15:21:39.134960
Good
Yes
Daily
Apartment
462
1,174,639
61
Female
3,169
Married
2
PhD
Self-Employed
19.676687
Urban
Premium
0
2
746
8
2020-11-18 15:21:39.091080
Good
Yes
Weekly
House
3,341
1,174,640
56
Male
137,952
Divorced
4
Bachelor's
Self-Employed
21.445323
Rural
Basic
1
17
393
7
2023-09-07 15:21:39.278180
Good
Yes
Weekly
House
542
1,174,641
43
Female
6,835
Divorced
2
Bachelor's
null
23.9018
Rural
Basic
2
10
null
8
2024-01-23 15:21:39.199447
Poor
No
Monthly
Condo
3,301
1,174,642
20
Male
60,859
Single
3
Bachelor's
Unemployed
29.917907
Rural
Comprehensive
null
2
350
1
2020-04-05 15:21:39.155231
Good
No
Weekly
House
1,222
1,174,643
45
Male
11,996
Married
1
Bachelor's
Employed
18.838166
Suburban
Comprehensive
0
12
514
9
2024-07-10 15:21:39.155231
Average
No
Monthly
Condo
26
1,174,644
57
Female
5,907
Married
4
PhD
Self-Employed
42.887009
Urban
Comprehensive
0
13
626
4
2020-01-31 15:21:39.171102
Good
Yes
Daily
House
1,224
1,174,645
54
Male
6,715
Married
null
Bachelor's
Self-Employed
22.012042
Urban
Premium
2
0
692
9
2020-09-08 15:21:39.119168
Poor
No
Daily
Condo
471
1,174,646
26
Female
44,774
Married
4
Bachelor's
Unemployed
6.753053
Rural
Comprehensive
null
5
null
2
2024-01-17 15:21:39.177724
Poor
Yes
Rarely
Condo
38
1,174,647
53
Female
31,004
null
2
Bachelor's
Employed
22.451964
Suburban
Comprehensive
2
8
515
1
2022-07-25 15:21:39.091080
Good
No
Daily
Condo
805
1,174,648
44
Male
12,897
Single
4
PhD
Self-Employed
29.348075
Rural
Basic
null
10
632
5
2023-10-11 15:21:39.211806
Poor
Yes
Weekly
House
1,196
1,174,649
26
Male
1,249
Divorced
4
High School
null
16.633519
Urban
Comprehensive
0
14
609
8
2020-04-29 15:21:39.134960
Average
No
Weekly
Condo
434
1,174,650
34
Male
20,627
Single
1
PhD
Self-Employed
29.686863
Suburban
Premium
2
7
817
6
2022-05-19 15:21:39.236064
Average
No
Daily
Apartment
77
1,174,651
59
Male
1,301
Divorced
0
High School
null
20.496023
Rural
Premium
null
0
659
8
2020-01-17 15:21:39.183598
Good
No
Rarely
Condo
1,839
1,174,652
28
Male
6,094
Divorced
2
Master's
Employed
14.885077
Urban
Basic
null
12
null
2
2020-05-31 15:21:39.155231
Average
No
Rarely
House
1,885
1,174,653
61
Female
96,400
Single
4
PhD
Employed
null
Urban
Comprehensive
2
14
696
9
2023-01-06 15:21:39.175719
Poor
Yes
Weekly
House
391
1,174,654
21
Male
29,865
Married
3
Master's
null
13.944278
Rural
Comprehensive
0
17
607
6
2023-12-14 15:21:39.248098
Poor
No
Monthly
Apartment
242
1,174,655
60
Male
145,925
Married
4
High School
null
18.547381
Urban
Basic
null
3
418
6
2023-09-21 15:21:39.177724
Good
No
Weekly
Apartment
556
1,174,656
28
Male
null
Married
4
Master's
Unemployed
35.16496
Urban
Premium
0
18
436
6
2021-11-22 15:21:39.182597
Average
Yes
Rarely
Apartment
2,919
1,174,657
34
Male
53,691
Divorced
4
Master's
Unemployed
47.527268
Urban
Comprehensive
null
9
418
5
2021-03-28 15:21:39.082499
Good
Yes
Weekly
Apartment
1,404
1,174,658
59
Male
33,013
Divorced
3
Bachelor's
null
15.606061
Suburban
Basic
1
6
749
8
2020-08-02 15:21:39.237118
Average
No
Monthly
House
703
1,174,659
37
Male
128,496
Single
2
High School
null
16.411119
Suburban
Premium
0
11
682
1
2019-11-02 15:21:39.152732
Average
Yes
Rarely
Apartment
298
1,174,660
39
Female
20,031
Married
1
Bachelor's
Unemployed
26.898992
Suburban
Premium
1
3
392
2
2023-08-25 15:21:39.084065
Poor
Yes
Rarely
Apartment
828
1,174,661
57
Female
2,876
Married
1
High School
null
48.1819
Rural
Basic
3
17
455
8
2022-08-19 15:21:39.134960
Average
No
Rarely
House
3,348
1,174,662
24
Male
20,254
Married
3
High School
Self-Employed
20.812987
Urban
Comprehensive
null
19
597
7
2022-02-07 15:21:39.134960
Poor
No
Weekly
House
494
1,174,663
46
Female
12,061
Divorced
0
Master's
null
null
Rural
Basic
2
6
846
1
2021-03-23 15:21:39.237118
Good
No
Daily
Condo
588
1,174,664
53
Male
14,297
Divorced
1
Bachelor's
Unemployed
32.282184
Suburban
Comprehensive
null
7
791
8
2022-01-17 15:21:39.274993
Good
Yes
Rarely
Condo
1,122
1,174,665
18
Male
113,928
Married
0
Bachelor's
null
38.547252
Suburban
Basic
2
0
437
3
2024-07-07 15:21:39.125660
Poor
No
Daily
Apartment
2,350
1,174,666
43
Female
3,416
Married
0
Bachelor's
null
5.987058
Rural
Premium
null
18
393
6
2021-01-31 15:21:39.107553
Poor
Yes
Rarely
Apartment
1,653
1,174,667
47
Male
51,735
Single
4
Bachelor's
Self-Employed
null
Urban
Premium
null
0
464
7
2019-08-27 15:21:39.097737
Good
No
Rarely
House
1,261
1,174,668
33
Female
2,779
Single
null
High School
Unemployed
35.068731
Rural
Comprehensive
0
0
816
3
2022-05-03 15:21:39.181605
Average
No
Monthly
Apartment
2,581
1,174,669
55
Female
90,955
Single
3
Master's
Self-Employed
23.39701
Suburban
Comprehensive
null
10
328
3
2024-03-11 15:21:39.247098
Poor
No
Weekly
Condo
1,455
1,174,670
63
Male
24,983
Divorced
2
High School
Employed
12.609544
Rural
Premium
0
3
719
3
2021-10-27 15:21:39.134960
Poor
Yes
Monthly
House
25
1,174,671
40
Female
1,420
Married
null
High School
null
51.928574
Urban
Basic
null
7
802
4
2024-07-22 15:21:39.094752
Average
Yes
Weekly
House
1,215
1,174,672
21
Female
6,502
Married
1
Master's
Self-Employed
14.079583
Rural
Basic
1
3
300
9
2020-03-07 15:21:39.233998
Average
No
Daily
Apartment
811
1,174,673
40
Female
26,301
Single
0
Master's
Employed
14.089433
Rural
Premium
0
5
573
7
2020-09-23 15:21:39.155231
Good
No
Daily
Apartment
251
1,174,674
55
Female
83,965
Single
0
PhD
null
35.752551
Rural
Basic
1
10
579
7
2024-02-29 15:21:39.251142
Poor
Yes
Monthly
House
54
1,174,675
39
Female
30,776
Divorced
4
Bachelor's
null
13.482836
Rural
Comprehensive
null
4
307
3
2022-01-19 15:21:39.231531
null
Yes
Rarely
Condo
683
1,174,676
22
Female
59,194
Divorced
1
Master's
null
35.986924
Suburban
Basic
1
17
509
8
2023-12-05 15:21:39.134960
Average
No
Monthly
House
2,679
1,174,677
29
Female
4,619
Divorced
2
Bachelor's
Employed
22.0871
Suburban
Premium
3
17
681
6
2022-02-24 15:21:39.092127
Poor
Yes
Monthly
Apartment
2,499
1,174,678
61
Female
26,761
Married
2
Bachelor's
null
41.082023
Suburban
Basic
1
19
821
7
2022-09-26 15:21:39.237118
Average
No
Monthly
House
554
1,174,679
54
Male
null
null
3
Bachelor's
Unemployed
49.95847
Suburban
Comprehensive
null
15
437
9
2022-12-23 15:21:39.134960
Average
No
Weekly
House
1,336
1,174,680
22
Female
44,756
Single
4
Bachelor's
null
20.240732
Rural
Comprehensive
0
14
508
2
2023-06-25 15:21:39.182597
Good
Yes
Daily
Condo
1,388
1,174,681
40
Female
2,892
Single
3
Bachelor's
null
null
Suburban
Comprehensive
2
7
821
6
2020-12-03 15:21:39.222387
Average
Yes
Monthly
Condo
755
1,174,682
42
Female
875
Single
2
PhD
Employed
24.186035
Urban
Comprehensive
1
0
629
4
2024-04-23 15:21:39.237118
null
Yes
Monthly
House
884
1,174,683
61
Female
3,725
Single
1
High School
null
25.081471
Suburban
Basic
1
15
496
9
2024-05-11 15:21:39.282785
Average
Yes
Rarely
Apartment
931
1,174,684
31
Male
2,560
Divorced
0
High School
Unemployed
null
Urban
Basic
1
5
829
1
2022-10-28 15:21:39.261856
Average
Yes
Weekly
House
1,422
1,174,685
39
Female
50,895
Married
2
PhD
Unemployed
19.919804
Rural
Basic
0
0
387
4
2024-04-12 15:21:39.174719
Good
No
Daily
Apartment
3,039
1,174,686
44
Female
3,142
Divorced
2
PhD
null
30.126901
Suburban
Premium
2
13
754
2
2022-09-16 15:21:39.237118
Good
No
Weekly
House
894
1,174,687
19
Male
70,810
Married
2
Bachelor's
Employed
26.834297
Suburban
Comprehensive
null
14
445
4
2020-08-18 15:21:39.079128
Poor
No
Daily
Condo
1,341
1,174,688
43
Male
25,790
null
null
Bachelor's
Self-Employed
10.882091
Rural
Comprehensive
0
14
534
4
2021-12-07 15:21:39.206847
Average
Yes
Rarely
House
3,138
1,174,689
51
Female
36,203
Divorced
0
Master's
Self-Employed
22.73397
Rural
Comprehensive
1
19
334
7
2021-05-03 15:21:39.199447
Good
No
Monthly
House
584
1,174,690
34
Female
125,162
Married
2
High School
Unemployed
6.554682
Urban
Basic
0
7
347
2
2023-10-30 15:21:39.155231
null
Yes
Monthly
Apartment
1,762
1,174,691
56
Female
29,294
Single
0
PhD
Unemployed
26.736621
Suburban
Premium
1
16
null
4
2022-05-20 15:21:39.289099
Average
Yes
Weekly
Condo
262
1,174,692
31
Male
37,995
Single
0
Master's
Employed
19.025867
Urban
Basic
2
1
574
4
2024-07-21 15:21:39.120168
Good
Yes
Monthly
House
1,372
1,174,693
34
Female
9,097
Single
1
PhD
Employed
22.876288
Urban
Premium
1
14
null
1
2024-05-13 15:21:39.134960
Poor
Yes
Daily
Condo
1,770
1,174,694
30
Male
3,577
Single
2
High School
Employed
17.983188
Urban
Basic
1
5
744
8
2022-04-10 15:21:39.082499
Average
No
Weekly
Apartment
24
1,174,695
43
Male
null
Single
2
Bachelor's
Self-Employed
13.518854
Urban
Basic
0
8
383
6
2023-12-14 15:21:39.248098
Average
Yes
Daily
House
2,056
1,174,696
64
Male
37,223
Divorced
0
PhD
Self-Employed
15.923764
Rural
Basic
null
19
805
4
2021-07-02 15:21:39.237118
Average
Yes
Monthly
Apartment
535
1,174,697
21
Male
26,553
Single
0
Master's
Unemployed
20.977732
Rural
Premium
null
0
788
3
2022-02-09 15:21:39.155231
Poor
No
Monthly
House
22
1,174,698
57
Male
30,984
Divorced
3
PhD
Employed
36.452222
Urban
Comprehensive
1
5
775
8
2020-11-07 15:21:39.224915
Poor
No
Weekly
Apartment
1,233
1,174,699
54
Female
28,506
Single
1
PhD
null
21.959818
Rural
Basic
1
0
718
2
2020-05-07 15:21:39.218388
Good
Yes
Monthly
Apartment
1,479