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
45,700
49
Male
15,761
Married
2
Master's
Unemployed
43.33587
Suburban
Basic
0
15
null
9
2021-06-05 15:21:39.143708
Poor
No
Weekly
House
832
45,701
55
Female
29,892
Divorced
0
High School
Self-Employed
10.191679
Rural
Comprehensive
0
8
779
2
2019-08-24 15:21:39.271453
Average
No
Weekly
Condo
1,010
45,702
59
Female
93,471
Divorced
null
High School
Unemployed
11.597529
Suburban
Basic
1
18
447
5
2023-09-27 15:21:39.164044
Average
Yes
Rarely
House
275
45,703
37
Female
8,982
Single
2
High School
Self-Employed
34.083851
Suburban
Comprehensive
1
10
606
7
2022-10-20 15:21:39.170099
Poor
No
Rarely
Apartment
91
45,704
27
Male
5,539
Single
3
High School
Unemployed
11.827927
Suburban
Premium
null
15
703
5
2020-09-19 15:21:39.264504
Poor
No
Monthly
House
111
45,705
62
Male
3,819
Single
0
High School
Self-Employed
8.780905
Urban
Premium
2
17
652
2
2020-09-21 15:21:39.134960
Average
Yes
Monthly
Condo
1,007
45,706
19
Male
119,790
Married
0
PhD
null
26.638452
Suburban
Premium
null
14
508
6
2021-09-02 15:21:39.237118
Poor
Yes
Daily
Condo
103
45,707
43
Male
26,625
Divorced
2
High School
Unemployed
null
Rural
Comprehensive
0
5
711
5
2024-07-07 15:21:39.134960
Average
No
Rarely
House
746
45,708
23
Female
15,333
Divorced
4
Master's
null
22.673211
Urban
Comprehensive
0
4
null
7
2022-04-29 15:21:39.090124
Poor
No
Monthly
Apartment
1,068
45,709
55
Male
62,898
Divorced
1
Master's
Unemployed
51.744648
Rural
Comprehensive
null
3
656
6
2022-07-19 15:21:39.150730
Average
No
Rarely
Condo
1,563
45,710
62
Male
2,594
Single
4
High School
Self-Employed
16.484931
Urban
Premium
2
19
null
7
2020-04-02 15:21:39.174719
Good
No
Rarely
House
388
45,711
25
Male
7,966
Divorced
4
Bachelor's
Self-Employed
19.393323
Suburban
Basic
2
15
703
3
2022-11-23 15:21:39.134960
Poor
No
Rarely
Apartment
2,434
45,712
30
Female
27,199
Divorced
1
PhD
Self-Employed
15.898663
Urban
Comprehensive
1
11
569
1
2022-12-19 15:21:39.134960
Average
Yes
Daily
Condo
1,005
45,713
64
Male
3,626
Single
4
PhD
Self-Employed
27.149519
Suburban
Comprehensive
2
5
672
3
2022-07-17 15:21:39.177724
Good
No
Rarely
House
1,297
45,714
50
Male
18,609
Married
1
Bachelor's
Self-Employed
24.955947
Suburban
Premium
1
14
315
9
2024-07-26 15:21:39.087123
Good
Yes
Rarely
House
780
45,715
51
Female
18,453
Single
3
PhD
null
12.709578
Urban
Basic
null
5
null
5
2021-10-14 15:21:39.172097
Poor
No
Daily
Condo
956
45,716
30
Female
19,674
Single
2
High School
null
35.087036
Urban
Premium
null
7
480
4
2021-12-21 15:21:39.202448
Poor
Yes
Monthly
House
684
45,717
49
Male
3,428
Married
1
Master's
Self-Employed
19.303432
Suburban
Comprehensive
null
14
612
9
2024-08-09 15:21:39.107553
Poor
Yes
Daily
Condo
3,576
45,718
57
Male
131,159
Divorced
1
High School
Employed
28.715783
Rural
Basic
null
10
841
5
2021-05-17 15:21:39.283783
null
No
Rarely
House
2,222
45,719
59
Male
24,826
Divorced
null
Master's
Employed
24.837987
Suburban
Basic
1
14
835
9
2021-03-26 15:21:39.155231
null
No
Monthly
House
441
45,720
36
Male
4,075
Divorced
4
PhD
Employed
47.66499
Suburban
Basic
0
2
673
4
2021-01-08 15:21:39.237118
Poor
No
Weekly
Condo
23
45,721
60
Male
5,517
Married
null
PhD
Self-Employed
42.893628
Rural
Basic
null
16
583
7
2023-04-14 15:21:39.090124
Poor
No
Monthly
Condo
453
45,722
57
Female
48,542
Married
4
Master's
null
50.461576
Rural
Comprehensive
null
19
null
2
2023-10-14 15:21:39.280784
Poor
No
Monthly
House
3,870
45,723
55
Male
20,976
Divorced
2
Master's
Self-Employed
42.132427
Rural
Comprehensive
null
5
619
2
2024-06-15 15:21:39.166062
Average
No
Monthly
Apartment
806
45,724
28
Female
59,360
Married
4
Bachelor's
null
30.982694
Rural
Premium
2
11
515
6
2020-12-29 15:21:39.264504
Poor
No
Daily
House
395
45,725
41
Male
6,829
Divorced
1
Master's
null
48.557969
Urban
Premium
2
19
722
6
2024-02-10 15:21:39.092127
Average
Yes
Weekly
Apartment
2,706
45,726
30
Female
511
Married
1
Bachelor's
null
null
Urban
Comprehensive
null
4
619
7
2023-04-02 15:21:39.237118
Average
Yes
Daily
House
793
45,727
34
Female
4,094
Married
3
PhD
Self-Employed
26.1626
Suburban
Comprehensive
null
11
null
6
2019-11-25 15:21:39.155231
Average
No
Monthly
Apartment
2,285
45,728
21
Female
2,726
Divorced
2
Master's
Employed
29.681927
Urban
Comprehensive
2
17
573
9
2022-12-15 15:21:39.237118
Poor
No
Weekly
Apartment
3,279
45,729
60
Female
29,573
Married
0
Bachelor's
null
31.93561
Suburban
Premium
0
5
572
9
2024-07-19 15:21:39.102694
Average
Yes
Monthly
Apartment
251
45,730
58
Female
39,938
Single
3
Master's
Unemployed
16.743268
Suburban
Premium
0
0
568
9
2023-06-30 15:21:39.080440
Average
No
Weekly
Apartment
743
45,731
64
Female
87,073
Single
1
Bachelor's
Unemployed
26.739372
Suburban
Comprehensive
2
17
586
4
2024-06-09 15:21:39.282785
Good
No
Monthly
Apartment
116
45,732
54
Male
30,217
Divorced
2
Bachelor's
null
20.629946
Rural
Basic
0
12
519
9
2023-06-22 15:21:39.274993
Poor
Yes
Rarely
Apartment
1,534
45,733
61
Female
41,171
Divorced
2
High School
Self-Employed
16.881994
Rural
Premium
null
13
834
8
2023-05-28 15:21:39.108562
Poor
No
Daily
Apartment
34
45,734
35
Male
30,382
Married
0
Bachelor's
Unemployed
46.884628
Urban
Premium
0
3
692
9
2024-08-02 15:21:39.237118
Good
Yes
Daily
Condo
1,543
45,735
28
Female
29,055
null
0
Master's
null
9.234085
Urban
Basic
0
18
600
1
2019-11-11 15:21:39.168099
Average
Yes
Weekly
Apartment
53
45,736
30
Female
17,086
Single
2
Master's
Unemployed
29.638672
Suburban
Comprehensive
1
18
829
8
2023-05-23 15:21:39.256696
Good
No
Monthly
Condo
20
45,737
60
Male
38,782
Single
1
Bachelor's
Unemployed
null
Urban
Comprehensive
1
1
844
7
2021-05-27 15:21:39.134960
Average
Yes
Weekly
Apartment
1,284
45,738
25
Female
null
Divorced
1
Master's
null
9.936391
Rural
Basic
2
14
null
9
2021-01-24 15:21:39.226954
Average
No
Rarely
Condo
39
45,739
31
Male
95,793
Single
3
Master's
null
54.539486
Rural
Comprehensive
2
15
null
1
2022-01-11 15:21:39.237118
Good
Yes
Daily
Condo
20
45,740
59
Female
3,849
Married
2
PhD
Employed
22.24523
Urban
Comprehensive
null
2
562
6
2024-05-10 15:21:39.155231
Poor
Yes
Weekly
House
2,685
45,741
60
Male
9,668
Married
3
Master's
Employed
14.002016
Rural
Premium
3
3
312
2
2019-11-10 15:21:39.080440
Average
Yes
Rarely
Apartment
29
45,742
35
Female
5,090
Married
1
PhD
Employed
17.146817
Suburban
Comprehensive
2
6
486
2
2024-05-11 15:21:39.282785
Average
Yes
Weekly
Apartment
892
45,743
49
Female
11,989
Married
2
Bachelor's
Unemployed
23.557879
Suburban
Basic
null
2
774
3
2022-09-16 15:21:39.102694
Good
No
Weekly
Apartment
1,112
45,744
58
Female
15,161
Divorced
4
High School
Self-Employed
11.885077
Rural
Premium
0
14
488
1
2020-05-13 15:21:39.155231
Average
No
Monthly
Condo
1,804
45,745
47
Male
35,706
Divorced
null
Master's
null
6.574792
Rural
Comprehensive
null
12
597
9
2024-02-19 15:21:39.134960
Poor
Yes
Monthly
Condo
2,826
45,746
33
Male
58,825
Divorced
1
Bachelor's
Self-Employed
14.673973
Suburban
Basic
null
0
436
8
2021-09-10 15:21:39.268507
Average
No
Weekly
Apartment
36
45,747
19
Female
41,627
Divorced
4
Master's
Self-Employed
10.964354
Suburban
Premium
0
15
436
2
2024-01-23 15:21:39.093681
Good
No
Weekly
Apartment
23
45,748
45
Male
16,260
Single
null
Master's
Employed
4.527145
Rural
Comprehensive
null
11
395
5
2024-07-29 15:21:39.090124
Average
No
Daily
Condo
1,602
45,749
32
Female
47,521
Single
4
High School
null
48.674576
Suburban
Comprehensive
null
8
null
3
2022-09-25 15:21:39.237118
Good
No
Weekly
Condo
389
45,750
46
Female
3,065
Divorced
2
Master's
null
37.128546
Rural
Comprehensive
1
7
554
1
2020-09-01 15:21:39.123711
Good
Yes
Weekly
House
3,106
45,751
54
Male
39,723
Married
2
Bachelor's
Employed
22.296691
Rural
Premium
2
18
null
6
2023-09-21 15:21:39.255696
Poor
Yes
Monthly
House
977
45,752
34
Female
51,630
Divorced
0
High School
Unemployed
45.83838
Suburban
Comprehensive
0
18
549
4
2021-01-06 15:21:39.124659
Good
No
Weekly
House
428
45,753
35
Female
34,369
Married
3
Master's
Unemployed
40.452685
Rural
Premium
0
19
801
5
2024-07-25 15:21:39.220389
Poor
Yes
Monthly
Apartment
746
45,754
61
Male
6,644
Single
1
PhD
null
37.753025
Urban
Basic
0
5
400
8
2020-09-04 15:21:39.214388
Good
No
Weekly
House
2,142
45,755
22
Male
2,479
Single
0
PhD
Unemployed
42.685579
Urban
Premium
1
8
362
8
2020-07-03 15:21:39.250151
Poor
Yes
Daily
Condo
551
45,756
36
Female
36,325
Divorced
1
High School
Self-Employed
16.919171
Suburban
Basic
2
17
585
9
2020-12-15 15:21:39.084065
Good
No
Monthly
House
523
45,757
64
Female
108,521
Divorced
0
Bachelor's
Employed
4.497859
Suburban
Premium
0
2
381
5
2022-11-06 15:21:39.155231
Average
Yes
Monthly
Condo
1,449
45,758
43
Female
87,544
Married
4
High School
Unemployed
15.958469
Urban
Comprehensive
2
11
566
7
2021-07-05 15:21:39.192212
Good
No
Rarely
House
295
45,759
21
Female
85,904
Single
1
PhD
Employed
27.724595
Suburban
Premium
null
16
805
6
2019-08-21 15:21:39.193945
Poor
No
Monthly
House
2,476
45,760
35
Male
8,867
Married
2
PhD
null
32.735849
Urban
Basic
0
12
805
5
2021-06-13 15:21:39.228521
Good
Yes
Weekly
Condo
1,246
45,761
22
Female
45,989
Married
1
High School
null
5.936424
Urban
Premium
1
9
420
6
2020-11-21 15:21:39.276901
Average
No
Monthly
House
2,355
45,762
56
Male
16,054
Divorced
4
High School
Employed
30.976341
Urban
Premium
0
3
662
6
2021-06-02 15:21:39.155231
Average
No
Weekly
House
834
45,763
61
Female
25,862
Divorced
1
High School
Employed
39.68642
Urban
Comprehensive
2
18
846
1
2024-02-07 15:21:39.205850
Poor
No
Rarely
House
917
45,764
34
Male
82,932
null
3
PhD
Self-Employed
16.082672
Rural
Basic
null
14
487
2
2020-07-21 15:21:39.155231
Good
No
Daily
Condo
643
45,765
46
Male
91,359
Married
0
High School
null
28.395733
Suburban
Basic
0
4
453
8
2021-09-29 15:21:39.246098
Average
No
Monthly
Condo
1,479
45,766
25
Female
24,603
Single
1
Bachelor's
Self-Employed
8.936294
Suburban
Comprehensive
null
17
687
8
2023-10-24 15:21:39.254678
Good
Yes
Rarely
Apartment
1,647
45,767
41
Male
46,013
Married
4
High School
Unemployed
51.828356
Urban
Comprehensive
0
7
null
8
2021-02-18 15:21:39.185215
Good
Yes
Daily
Condo
2,567
45,768
57
Female
29,975
Divorced
3
PhD
Employed
49.776922
Urban
Premium
1
11
734
3
2020-11-14 15:21:39.109552
Poor
Yes
Rarely
Apartment
1,074
45,769
47
Male
17,554
Married
0
Bachelor's
Self-Employed
12.081576
Suburban
Comprehensive
0
3
null
5
2021-07-22 15:21:39.221386
Poor
No
Daily
Apartment
2,323
45,770
53
Female
23,708
Single
4
Bachelor's
Unemployed
34.764153
Suburban
Comprehensive
null
14
489
4
2024-01-24 15:21:39.229482
Good
Yes
Rarely
Condo
1,841
45,771
28
Male
2,492
Married
null
Bachelor's
Employed
13.686829
Urban
Basic
1
10
657
9
2024-07-21 15:21:39.286113
Good
Yes
Monthly
Apartment
3,984
45,772
27
Male
4,710
Married
3
Bachelor's
null
null
Rural
Basic
null
6
563
1
2019-10-11 15:21:39.132191
Poor
Yes
Weekly
Apartment
888
45,773
54
Female
615
Married
2
Bachelor's
null
null
Suburban
Comprehensive
0
10
716
9
2023-03-01 15:21:39.081504
Good
Yes
Weekly
Condo
1,437
45,774
64
Female
55,437
Married
0
PhD
null
14.377318
Rural
Comprehensive
2
3
641
9
2022-07-25 15:21:39.251142
Average
No
Rarely
Apartment
73
45,775
49
Female
25,894
Divorced
2
High School
Self-Employed
35.593395
Suburban
Premium
2
12
553
3
2023-02-25 15:21:39.172097
Good
No
Rarely
House
604
45,776
25
Female
33,405
Single
4
Bachelor's
Self-Employed
null
Rural
Comprehensive
2
7
null
7
2023-11-14 15:21:39.134960
Poor
Yes
Daily
House
961
45,777
55
Female
76,652
Married
0
High School
Unemployed
14.48787
Rural
Comprehensive
3
8
469
6
2024-04-06 15:21:39.186212
Average
Yes
Daily
House
901
45,778
36
Female
12,791
Divorced
null
High School
null
33.981909
Suburban
Premium
null
5
796
3
2019-08-19 15:21:39.092127
Good
No
Monthly
Condo
846
45,779
34
Female
73,029
Divorced
2
Bachelor's
Employed
19.802301
Rural
Comprehensive
null
0
441
1
2024-07-03 15:21:39.155231
Poor
Yes
Weekly
House
715
45,780
55
Female
53,394
Married
0
High School
Unemployed
22.131085
Suburban
Comprehensive
0
19
421
3
2024-02-25 15:21:39.143708
Good
Yes
Weekly
Apartment
2,385
45,781
18
Female
17,784
Divorced
null
High School
null
47.927587
Urban
Comprehensive
null
16
489
2
2023-02-25 15:21:39.126661
Good
Yes
Daily
Apartment
619
45,782
45
Male
10,884
Divorced
3
High School
Employed
13.691684
Suburban
Premium
null
10
null
8
2023-11-15 15:21:39.170099
Average
No
Daily
Apartment
142
45,783
49
Female
34,686
Single
1
Bachelor's
Self-Employed
12.480031
Rural
Comprehensive
1
4
734
9
2020-12-22 15:21:39.168099
Poor
Yes
Rarely
Condo
1,554
45,784
null
Female
7,084
Divorced
4
Bachelor's
Unemployed
24.515749
Urban
Comprehensive
1
7
null
5
2022-05-26 15:21:39.182597
Poor
Yes
Daily
Condo
2,853
45,785
48
Male
38,863
Married
3
High School
Employed
16.53439
Suburban
Premium
1
12
819
1
2022-07-19 15:21:39.226954
Good
No
Weekly
House
2,074
45,786
41
Female
25,398
Divorced
2
Master's
null
19.954116
Rural
Comprehensive
1
1
503
2
2024-01-14 15:21:39.256696
Average
Yes
Daily
Apartment
1,001
45,787
47
Female
117,983
Single
4
Bachelor's
null
51.819222
Suburban
Comprehensive
0
8
766
4
2021-08-17 15:21:39.194829
Average
Yes
Weekly
Apartment
778
45,788
39
Female
52,446
Divorced
3
Bachelor's
Employed
11.037678
Suburban
Premium
null
0
379
6
2020-12-20 15:21:39.171102
Poor
No
Monthly
Apartment
997
45,789
27
Female
10,033
Single
0
Master's
Employed
18.828193
Urban
Comprehensive
2
6
678
8
2020-12-02 15:21:39.149731
Average
Yes
Monthly
House
603
45,790
38
Female
86,437
Single
2
Bachelor's
Unemployed
21.782662
Rural
Basic
null
15
641
6
2024-08-06 15:21:39.192212
Poor
No
Weekly
Condo
221
45,791
27
Female
null
Married
2
Master's
Self-Employed
null
Rural
Basic
1
1
830
5
2021-03-02 15:21:39.283783
Good
No
Daily
Apartment
2,460
45,792
49
Female
1,488
Divorced
0
High School
Employed
null
Urban
Premium
0
16
null
9
2024-06-20 15:21:39.155231
Average
No
Weekly
Apartment
2,199
45,793
54
Female
15,258
Married
3
Master's
null
35.48904
Suburban
Comprehensive
2
8
437
5
2023-11-04 15:21:39.177724
Average
No
Monthly
Condo
615
45,794
62
Female
39,400
Married
0
High School
Employed
35.898446
Urban
Basic
0
14
397
4
2023-08-16 15:21:39.289099
Poor
Yes
Monthly
Condo
1,072
45,795
56
Female
75,775
Divorced
null
High School
Unemployed
30.385004
Suburban
Basic
0
8
null
4
2024-05-16 15:21:39.144722
Poor
No
Weekly
Apartment
110
45,796
38
Male
65,522
Married
0
PhD
null
35.939828
Rural
Comprehensive
null
19
436
7
2022-01-26 15:21:39.218388
Poor
Yes
Monthly
Apartment
676
45,797
56
Male
25,476
Married
3
High School
null
28.35344
Suburban
Comprehensive
0
1
678
4
2023-11-02 15:21:39.122134
Average
No
Daily
Condo
498
45,798
35
Male
87,565
Divorced
0
Bachelor's
Employed
36.567348
Rural
Basic
null
5
null
3
2021-04-27 15:21:39.180553
Average
Yes
Monthly
Condo
106
45,799
51
Male
17,227
Divorced
2
PhD
Employed
24.058356
Rural
Premium
null
11
796
4
2023-04-23 15:21:39.134960
Average
No
Rarely
Condo
1,643