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
1,159,700
44
Male
43,901
Divorced
4
Master's
Unemployed
14.066123
Urban
Premium
null
18
483
8
2020-06-02 15:21:39.131192
Poor
No
Daily
Apartment
1,214
1,159,701
33
Male
5,623
Single
2
Bachelor's
null
25.597845
Urban
Premium
null
18
685
3
2022-12-29 15:21:39.155231
Good
No
Daily
Apartment
657
1,159,702
50
Female
18,159
Married
1
PhD
null
null
Rural
Comprehensive
2
19
687
3
2020-06-11 15:21:39.237118
Good
No
Daily
Apartment
2,578
1,159,703
36
Female
3,158
Single
3
High School
null
null
Rural
Basic
1
10
790
1
2020-05-15 15:21:39.268507
Poor
No
Monthly
Apartment
1,403
1,159,704
31
Male
1,448
Divorced
3
Bachelor's
null
45.82419
Rural
Premium
0
0
756
7
2020-01-21 15:21:39.204790
Average
No
Monthly
Apartment
23
1,159,705
45
Male
67,731
Married
null
Master's
Employed
25.996326
Rural
Basic
null
6
398
1
2024-08-07 15:21:39.191219
Poor
Yes
Monthly
Apartment
818
1,159,706
44
Male
146,830
Divorced
4
Master's
Self-Employed
47.629431
Rural
Premium
2
19
310
8
2019-11-28 15:21:39.082499
Average
No
Daily
Apartment
1,327
1,159,707
19
Male
44,379
Married
4
Bachelor's
null
17.394504
Suburban
Premium
2
19
796
6
2022-04-14 15:21:39.132191
Poor
No
Monthly
House
3,324
1,159,708
50
Male
null
Single
1
High School
Self-Employed
37.132827
Suburban
Comprehensive
0
8
685
2
2020-06-20 15:21:39.244069
Average
No
Monthly
Apartment
91
1,159,709
null
Male
41,480
Divorced
4
High School
Self-Employed
18.782976
Urban
Basic
null
19
444
2
2021-07-20 15:21:39.095696
Good
No
Weekly
Apartment
560
1,159,710
19
Female
15,982
Married
2
PhD
Employed
40.067278
Suburban
Comprehensive
1
14
638
6
2021-02-11 15:21:39.084065
Average
No
Daily
House
1,210
1,159,711
45
Male
2,789
Divorced
4
Bachelor's
null
40.486483
Rural
Basic
1
19
796
2
2023-08-02 15:21:39.281787
Good
Yes
Daily
Apartment
3,868
1,159,712
30
Male
924
Divorced
0
Master's
null
12.979507
Rural
Premium
2
9
688
5
2021-03-09 15:21:39.276901
Poor
Yes
Weekly
Condo
890
1,159,713
56
Male
40,262
Divorced
4
PhD
Unemployed
16.247937
Suburban
Comprehensive
1
8
731
6
2020-04-30 15:21:39.226954
Average
Yes
Weekly
Condo
3,036
1,159,714
46
Female
44,641
Divorced
null
PhD
Employed
26.14195
Suburban
Comprehensive
0
17
646
6
2020-06-11 15:21:39.134960
Good
No
Weekly
Condo
1,328
1,159,715
42
Female
50,127
Married
2
Bachelor's
Unemployed
9.744843
Urban
Premium
1
7
693
7
2020-09-21 15:21:39.172097
Poor
No
Monthly
House
177
1,159,716
42
Female
23,347
Divorced
2
High School
null
17.816051
Rural
Comprehensive
null
8
757
5
2020-09-11 15:21:39.165120
Poor
No
Daily
Apartment
669
1,159,717
35
Female
1,238
Married
0
Master's
null
33.361196
Suburban
Basic
null
5
315
5
2023-03-01 15:21:39.102694
Average
No
Monthly
House
621
1,159,718
36
Female
50,248
Married
4
High School
Self-Employed
15.784221
Suburban
Basic
null
8
330
5
2023-08-08 15:21:39.285112
Average
No
Daily
House
1,347
1,159,719
18
Female
27,951
Married
0
PhD
Unemployed
16.091599
Rural
Basic
3
19
null
5
2022-02-05 15:21:39.168099
Good
Yes
Monthly
Apartment
1,327
1,159,720
54
Male
8,094
Single
4
Master's
null
25.599936
Urban
Premium
null
6
675
9
2023-08-26 15:21:39.281787
Good
No
Rarely
House
678
1,159,721
47
Female
36,285
Divorced
1
High School
Self-Employed
null
Suburban
Comprehensive
0
5
565
6
2022-12-23 15:21:39.290098
Average
No
Monthly
House
472
1,159,722
34
Male
null
Single
2
Bachelor's
null
33.723237
Rural
Comprehensive
2
11
332
5
2024-06-10 15:21:39.083497
Average
Yes
Daily
Condo
1,593
1,159,723
18
Male
36,336
Divorced
3
Bachelor's
null
26.637999
Rural
Basic
0
17
null
1
2022-07-24 15:21:39.237118
Average
Yes
Weekly
Apartment
797
1,159,724
50
Male
29,055
Divorced
2
Bachelor's
Employed
null
Suburban
Premium
0
3
682
1
2023-02-25 15:21:39.134960
Average
Yes
Daily
Apartment
1,722
1,159,725
57
Male
3,714
Divorced
null
Master's
Unemployed
18.16362
Rural
Basic
null
5
471
3
2023-03-04 15:21:39.134960
Poor
No
Weekly
Condo
3,325
1,159,726
35
Male
27,894
Single
4
Bachelor's
Self-Employed
33.683989
Rural
Premium
1
8
796
7
2022-12-03 15:21:39.151732
Poor
No
Monthly
House
2,264
1,159,727
48
Male
73,828
Married
0
Master's
Employed
10.954739
Rural
Premium
0
10
390
5
2021-07-13 15:21:39.191219
Poor
Yes
Weekly
Apartment
3,018
1,159,728
41
Female
36,555
Married
3
High School
Employed
32.152419
Suburban
Premium
3
14
629
3
2022-09-27 15:21:39.105504
Good
No
Daily
House
1,584
1,159,729
50
Female
2,476
Single
1
PhD
Employed
13.538468
Rural
Comprehensive
null
8
616
9
2021-08-18 15:21:39.254678
Average
Yes
Monthly
Apartment
2,924
1,159,730
22
Male
5,912
Married
0
High School
Self-Employed
11.367617
Urban
Premium
0
13
807
6
2022-11-06 15:21:39.205850
Good
No
Monthly
House
1,431
1,159,731
44
Male
15,761
Divorced
0
PhD
Self-Employed
49.919252
Suburban
Basic
1
6
461
4
2020-09-15 15:21:39.134960
Good
Yes
Rarely
Apartment
1,873
1,159,732
50
Male
15,126
Married
null
High School
Employed
20.382276
Suburban
Basic
null
13
724
9
2022-12-16 15:21:39.220389
Good
No
Rarely
Condo
2,598
1,159,733
32
Female
59,897
Divorced
0
PhD
null
50.865272
Suburban
Comprehensive
0
18
835
9
2021-05-17 15:21:39.237118
Poor
Yes
Rarely
House
2,672
1,159,734
31
Female
34,181
Single
1
Master's
Self-Employed
6.081547
Urban
Premium
2
12
597
7
2020-04-09 15:21:39.183598
Poor
Yes
Daily
Apartment
839
1,159,735
50
Male
null
Single
0
Master's
Employed
35.998465
Urban
Comprehensive
2
4
475
8
2024-08-15 15:21:39.134960
Good
No
Rarely
Condo
2,602
1,159,736
30
Female
91,221
Single
2
PhD
Employed
30.843405
Urban
Basic
2
19
null
1
2024-06-23 15:21:39.185215
null
No
Rarely
House
942
1,159,737
52
Female
30,863
Single
2
Master's
Self-Employed
28.637277
Rural
Comprehensive
0
12
490
4
2024-02-05 15:21:39.186212
Poor
No
Monthly
House
3,244
1,159,738
55
Male
27,239
Married
4
Bachelor's
Employed
47.458844
Suburban
Premium
0
5
767
1
2021-02-16 15:21:39.171102
Average
Yes
Rarely
House
1,337
1,159,739
40
Female
45,469
Divorced
4
Master's
null
16.636206
Urban
Premium
1
11
786
1
2020-03-05 15:21:39.155231
Poor
No
Rarely
Condo
577
1,159,740
53
Female
4,976
Divorced
3
Bachelor's
null
8.263801
Suburban
Comprehensive
null
1
486
6
2022-01-14 15:21:39.285112
Average
Yes
Weekly
House
893
1,159,741
27
Male
35,259
Divorced
4
PhD
null
39.024839
Urban
Basic
0
7
661
5
2023-04-27 15:21:39.152732
Average
Yes
Monthly
Condo
2,540
1,159,742
38
Female
12,337
Single
1
High School
Self-Employed
9.967692
Rural
Premium
0
8
567
2
2022-07-04 15:21:39.180553
Good
No
Rarely
Condo
431
1,159,743
37
Female
60,742
Divorced
1
PhD
Self-Employed
22.996726
Rural
Comprehensive
null
0
434
8
2022-11-23 15:21:39.270454
Poor
Yes
Weekly
House
362
1,159,744
48
Male
33,177
Single
0
PhD
null
null
Rural
Premium
1
11
687
4
2021-10-14 15:21:39.152732
Good
No
Weekly
Apartment
431
1,159,745
22
Male
17,307
Single
1
Master's
Self-Employed
41.088539
Suburban
Premium
null
1
564
9
2023-09-26 15:21:39.237118
Average
Yes
Monthly
Apartment
567
1,159,746
63
Female
14,968
Divorced
1
PhD
Employed
20.184523
Rural
Basic
null
10
453
5
2019-08-25 15:21:39.134960
Average
Yes
Weekly
House
1,410
1,159,747
18
Female
24,264
Single
0
High School
Self-Employed
16.47388
Suburban
Basic
1
2
652
6
2020-07-25 15:21:39.191219
Poor
No
Monthly
Apartment
1,057
1,159,748
24
Female
17,576
Divorced
0
Bachelor's
Employed
45.939006
Suburban
Premium
4
14
null
9
2023-01-20 15:21:39.155231
Good
No
Weekly
Condo
1,229
1,159,749
30
Male
25,984
Single
0
Bachelor's
Employed
15.807702
Rural
Comprehensive
2
1
null
4
2022-05-07 15:21:39.206847
Average
Yes
Rarely
Apartment
1,067
1,159,750
28
Female
32,470
Divorced
4
Bachelor's
null
13.703008
Rural
Basic
0
5
null
5
2023-12-16 15:21:39.288099
Good
No
Monthly
Condo
206
1,159,751
34
Female
4,964
Married
4
High School
Unemployed
10.173337
Urban
Comprehensive
2
1
null
7
2021-09-12 15:21:39.267454
Poor
No
Weekly
Apartment
1,103
1,159,752
44
Female
49,880
Married
0
Master's
Employed
18.206715
Suburban
Basic
2
18
758
2
2024-04-01 15:21:39.143708
Poor
Yes
Rarely
Apartment
2,321
1,159,753
25
Male
7,811
Single
2
PhD
Unemployed
3.646078
Suburban
Comprehensive
1
1
578
7
2024-04-23 15:21:39.143476
null
Yes
Monthly
House
870
1,159,754
56
Female
26,939
Married
4
Bachelor's
Unemployed
27.845006
Rural
Premium
null
0
null
2
2020-12-22 15:21:39.187211
Poor
Yes
Daily
House
322
1,159,755
41
Female
96,919
Married
3
PhD
Employed
4.592903
Suburban
Basic
0
13
null
6
2021-05-03 15:21:39.237118
Poor
No
Monthly
Condo
177
1,159,756
18
Male
83,987
Single
4
Bachelor's
Unemployed
19.896433
Rural
Comprehensive
1
0
397
7
2024-08-09 15:21:39.121169
Average
Yes
Rarely
Apartment
1,083
1,159,757
28
Male
120,836
null
4
PhD
null
8.898343
Rural
Comprehensive
2
8
767
4
2023-12-16 15:21:39.235012
Good
Yes
Weekly
Condo
662
1,159,758
63
Male
39,077
Single
4
PhD
Self-Employed
33.65893
Urban
Comprehensive
0
16
650
8
2020-12-29 15:21:39.226954
Good
Yes
Monthly
House
652
1,159,759
54
Female
125,558
Divorced
3
Master's
null
10.039745
Rural
Comprehensive
null
14
447
3
2021-03-02 15:21:39.134960
Good
No
Monthly
Apartment
784
1,159,760
38
Female
29,467
Divorced
1
Master's
null
28.083762
Rural
Premium
null
11
832
5
2021-02-27 15:21:39.134960
Average
Yes
Monthly
House
48
1,159,761
31
Male
8,909
Divorced
4
High School
null
7.564433
Suburban
Comprehensive
0
17
709
8
2021-04-25 15:21:39.131192
Good
Yes
Rarely
House
595
1,159,762
31
Female
5,935
Married
2
Master's
Unemployed
13.917789
Urban
Comprehensive
null
9
487
6
2022-07-09 15:21:39.237118
Poor
No
Rarely
Apartment
646
1,159,763
63
Female
16,078
null
null
High School
Unemployed
null
Urban
Premium
5
12
839
9
2022-08-28 15:21:39.290098
Good
Yes
Daily
House
1,465
1,159,764
32
Male
16,881
Married
0
High School
Unemployed
50.285364
Suburban
Comprehensive
0
4
699
5
2022-09-06 15:21:39.134960
Poor
Yes
Weekly
House
876
1,159,765
22
Female
61,993
Divorced
3
PhD
Unemployed
24.362546
Suburban
Basic
0
5
765
5
2019-12-03 15:21:39.248098
Poor
No
Weekly
Condo
332
1,159,766
44
Male
38,156
Divorced
2
Master's
Self-Employed
28.078241
Rural
Premium
null
16
767
3
2021-12-10 15:21:39.228521
Good
No
Daily
Condo
917
1,159,767
59
Male
54,960
Single
1
PhD
Self-Employed
32.038489
Suburban
Comprehensive
2
3
null
8
2022-08-19 15:21:39.155231
Average
Yes
Monthly
Apartment
25
1,159,768
61
Female
2,445
Single
0
PhD
Employed
17.982869
Suburban
Basic
0
5
426
1
2021-03-21 15:21:39.250151
Average
No
Rarely
Apartment
524
1,159,769
60
Female
128,903
Divorced
3
PhD
null
6.936911
Rural
Premium
null
11
595
5
2023-03-12 15:21:39.180553
Poor
No
Monthly
Condo
222
1,159,770
58
Male
43,433
Divorced
3
Master's
null
17.07299
Suburban
Premium
0
16
null
4
2024-05-26 15:21:39.251142
Poor
Yes
Daily
Condo
983
1,159,771
41
Female
30,462
Divorced
3
Bachelor's
Self-Employed
33.737971
Rural
Comprehensive
1
4
603
3
2020-06-12 15:21:39.092127
Good
No
Rarely
House
805
1,159,772
53
Female
92,817
Single
1
High School
Employed
51.61945
Suburban
Basic
null
15
603
5
2021-12-07 15:21:39.155231
Good
No
Weekly
Apartment
593
1,159,773
24
Female
2,586
Divorced
1
High School
Unemployed
24.185846
Suburban
Comprehensive
1
3
476
3
2020-01-01 15:21:39.133866
Good
No
Rarely
Condo
1,863
1,159,774
55
Female
3,105
Married
4
High School
Unemployed
18.996852
Suburban
Basic
3
14
766
8
2024-07-29 15:21:39.168099
Good
No
Monthly
House
2,145
1,159,775
30
Male
82,447
Single
2
Bachelor's
Employed
44.9486
Urban
Comprehensive
1
7
744
3
2021-06-06 15:21:39.152732
Average
Yes
Daily
House
352
1,159,776
null
Female
137,548
Married
0
Master's
Self-Employed
20.374422
Urban
Premium
null
9
762
4
2019-11-05 15:21:39.191219
Good
No
Weekly
Apartment
2,041
1,159,777
45
Male
14,081
Divorced
1
PhD
Self-Employed
22.95966
Rural
Premium
null
4
679
3
2020-07-29 15:21:39.134960
Good
No
Rarely
Apartment
946
1,159,778
62
Female
52,224
Single
2
PhD
Unemployed
22.643917
Rural
Comprehensive
3
16
589
1
2024-04-05 15:21:39.123711
Average
No
Weekly
Condo
110
1,159,779
49
Female
118,876
null
2
Bachelor's
Unemployed
13.865314
Rural
Basic
null
14
548
6
2023-04-11 15:21:39.155231
Average
Yes
Weekly
Condo
101
1,159,780
48
Female
94,856
Married
3
PhD
Self-Employed
34.018876
Suburban
Basic
null
0
463
7
2020-11-05 15:21:39.198406
Poor
No
Monthly
Condo
2,075
1,159,781
61
Female
10,184
Married
null
Master's
null
15.944412
Rural
Comprehensive
null
17
430
3
2021-02-14 15:21:39.215386
Average
No
Weekly
Condo
2,694
1,159,782
38
Female
17,347
Single
4
PhD
Employed
12.796589
Suburban
Premium
null
13
602
2
2021-10-15 15:21:39.192212
Poor
Yes
Daily
House
1,320
1,159,783
20
Male
37,188
Divorced
4
Master's
null
15.959561
Suburban
Comprehensive
2
14
564
7
2023-05-30 15:21:39.171102
Poor
No
Weekly
House
1,725
1,159,784
35
Male
30,647
Divorced
4
Master's
null
31.817594
Rural
Basic
null
14
626
7
2021-04-09 15:21:39.192212
Poor
No
Monthly
Condo
565
1,159,785
22
Female
17,778
Single
1
High School
Employed
38.02932
Suburban
Premium
null
11
null
6
2021-09-15 15:21:39.229482
Poor
No
Weekly
House
602
1,159,786
62
Male
2,657
Divorced
4
PhD
null
18.486499
Urban
Premium
0
19
507
8
2024-04-12 15:21:39.088124
Average
Yes
Daily
Condo
1,554
1,159,787
28
Female
28,163
Divorced
1
Bachelor's
Employed
28.945298
Urban
Comprehensive
0
11
684
2
2019-11-13 15:21:39.281787
Good
No
Daily
House
1,439
1,159,788
26
Male
26,113
Married
2
High School
Employed
21.758823
Suburban
Basic
0
17
659
4
2021-10-28 15:21:39.221386
Good
Yes
Rarely
Apartment
513
1,159,789
28
Male
25,450
Single
3
Bachelor's
Self-Employed
17.988334
Suburban
Premium
null
5
757
3
2024-07-08 15:21:39.235012
null
No
Monthly
Apartment
772
1,159,790
35
Female
17,768
Single
4
Master's
null
35.116903
Suburban
Premium
1
9
669
3
2022-07-14 15:21:39.134960
Poor
No
Daily
House
1,040
1,159,791
27
Male
55,892
Divorced
4
High School
Self-Employed
9.624366
Suburban
Comprehensive
0
9
442
9
2020-08-09 15:21:39.149731
Poor
Yes
Rarely
Apartment
311
1,159,792
36
Male
106,123
Married
1
Bachelor's
null
27.243398
Rural
Comprehensive
null
12
532
5
2023-02-27 15:21:39.278402
Good
Yes
Weekly
Condo
100
1,159,793
19
Male
44,737
Married
0
High School
Self-Employed
14.656419
Suburban
Premium
1
18
656
9
2023-05-14 15:21:39.191219
Poor
Yes
Monthly
Condo
629
1,159,794
54
Female
52,282
Single
2
Master's
Self-Employed
14.567776
Urban
Basic
2
15
396
5
2020-06-05 15:21:39.181605
Poor
Yes
Weekly
Apartment
467
1,159,795
29
Female
64,915
Single
4
Bachelor's
Unemployed
null
Urban
Comprehensive
0
3
731
8
2022-11-10 15:21:39.276901
Good
No
Daily
Condo
2,180
1,159,796
44
Male
2,359
Divorced
0
PhD
null
15.173382
Suburban
Comprehensive
2
11
622
5
2020-05-20 15:21:39.201446
Good
No
Monthly
Apartment
1,038
1,159,797
22
Male
null
Single
2
PhD
Employed
25.152521
Rural
Premium
1
3
null
4
2023-06-19 15:21:39.134960
Good
Yes
Daily
House
110
1,159,798
52
Female
3,076
Divorced
3
Bachelor's
Unemployed
null
Rural
Basic
null
15
791
1
2022-02-21 15:21:39.134960
Average
Yes
Rarely
Apartment
933
1,159,799
61
Male
107,522
Married
1
Bachelor's
Self-Employed
4.726113
Rural
Premium
2
4
815
3
2020-10-18 15:21:39.208842
Good
No
Daily
House
29