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
1,171,700
61
Male
31,149
Divorced
2
PhD
null
24.938119
Rural
Premium
0
19
522
1
2024-06-19 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,046
1,171,701
58
Female
57,944
Single
3
Master's
null
6.717797
Suburban
Basic
1
11
442
1
2022-05-08 15:21:39.155231
Average
Yes
Weekly
House
24
1,171,702
32
Female
45,640
Married
3
Bachelor's
null
18.886618
Suburban
Comprehensive
2
19
488
3
2022-05-03 15:21:39.084065
Good
No
Monthly
House
23
1,171,703
44
Female
8,892
Single
3
Bachelor's
Employed
22.64084
Suburban
Comprehensive
1
1
531
4
2019-10-01 15:21:39.173834
Good
Yes
Weekly
Apartment
613
1,171,704
24
Female
869
Married
0
Master's
null
12.764623
Suburban
Comprehensive
null
14
496
1
2020-09-02 15:21:39.181605
Poor
No
Weekly
House
892
1,171,705
46
Male
66,811
Divorced
2
Bachelor's
null
11.680195
Suburban
Premium
2
4
830
5
2024-07-07 15:21:39.286113
Good
Yes
Monthly
House
2,918
1,171,706
23
Female
null
Single
3
Master's
null
8.894114
Suburban
Comprehensive
null
5
null
9
2024-03-22 15:21:39.155231
Poor
Yes
Rarely
Condo
332
1,171,707
44
Male
35,239
Divorced
4
PhD
null
32.395905
Urban
Basic
2
0
667
2
2023-12-28 15:21:39.152732
Good
No
Monthly
Apartment
594
1,171,708
58
Male
6,916
null
2
Master's
Employed
45.023625
Suburban
Premium
0
0
644
7
2021-06-27 15:21:39.145732
Average
Yes
Daily
Apartment
474
1,171,709
51
Female
43,929
Single
2
PhD
null
44.124766
Urban
Premium
1
8
null
3
2022-04-30 15:21:39.134960
Average
No
Monthly
Condo
926
1,171,710
47
Male
73,332
Single
1
High School
Unemployed
16.054843
Rural
Basic
2
5
394
6
2022-10-15 15:21:39.114118
Poor
Yes
Monthly
House
522
1,171,711
null
Female
6,094
Married
1
Bachelor's
null
13.827133
Rural
Comprehensive
1
8
848
8
2020-02-04 15:21:39.111551
Good
No
Monthly
Condo
1,525
1,171,712
21
Female
14,024
Married
3
PhD
Self-Employed
16.252032
Rural
Basic
null
6
null
3
2022-12-31 15:21:39.198406
null
Yes
Monthly
Condo
2,196
1,171,713
58
Male
19,732
Married
4
Master's
null
35.448926
Rural
Comprehensive
2
17
793
9
2022-07-11 15:21:39.180553
Average
Yes
Weekly
Condo
959
1,171,714
35
Female
109,572
Single
1
PhD
Self-Employed
25.185765
Urban
Basic
2
8
414
3
2021-01-26 15:21:39.155231
Good
No
Daily
Condo
109
1,171,715
29
Female
14,084
Single
0
Bachelor's
Unemployed
24.527072
Urban
Premium
1
14
714
2
2023-12-24 15:21:39.237118
Poor
No
Monthly
House
997
1,171,716
21
Female
28,791
Single
3
Bachelor's
Self-Employed
null
Suburban
Premium
0
13
null
4
2021-03-17 15:21:39.176717
Poor
Yes
Rarely
House
861
1,171,717
null
Female
35,008
Divorced
null
PhD
Employed
19.512681
Suburban
Premium
0
12
469
2
2020-04-06 15:21:39.090124
Poor
Yes
Rarely
Apartment
1,432
1,171,718
46
Male
1,005
Divorced
2
High School
null
44.662298
Rural
Comprehensive
1
6
324
8
2020-06-02 15:21:39.254678
Average
No
Rarely
House
1,426
1,171,719
41
Male
27,998
Married
3
Master's
Employed
21.585819
Urban
Premium
0
14
null
4
2021-01-24 15:21:39.146733
Good
No
Daily
House
556
1,171,720
45
Female
52,812
Divorced
3
Bachelor's
Self-Employed
21.966707
Suburban
Comprehensive
3
19
528
1
2022-04-08 15:21:39.253660
Good
No
Monthly
Condo
2,145
1,171,721
24
Male
23,720
Married
2
Master's
Employed
3.038961
Rural
Basic
null
10
848
3
2021-01-11 15:21:39.237118
Average
No
Daily
Condo
1,191
1,171,722
28
Male
37,197
Single
2
PhD
null
null
Urban
Comprehensive
null
8
806
5
2022-07-16 15:21:39.194829
Average
Yes
Daily
Condo
649
1,171,723
54
Male
9,071
Married
4
Bachelor's
Unemployed
null
Urban
Basic
null
9
314
1
2022-08-26 15:21:39.167099
Poor
No
Monthly
Apartment
632
1,171,724
58
Male
18,471
Single
2
High School
Unemployed
29.964284
Rural
Basic
1
2
814
5
2021-05-31 15:21:39.093681
Poor
Yes
Weekly
Apartment
1,805
1,171,725
46
Male
38,612
Divorced
3
High School
Unemployed
14.15387
Rural
Comprehensive
0
7
635
7
2022-11-15 15:21:39.181605
Poor
No
Daily
Apartment
862
1,171,726
52
Male
1,040
Married
0
Bachelor's
null
null
Suburban
Comprehensive
null
8
496
5
2023-03-08 15:21:39.104139
Average
Yes
Weekly
House
1,823
1,171,727
41
Female
5,566
Divorced
2
High School
Unemployed
49.490985
Urban
Basic
2
8
693
1
2023-12-02 15:21:39.182597
Average
Yes
Rarely
House
1,752
1,171,728
59
Male
61,367
Divorced
2
Bachelor's
Unemployed
10.049877
Urban
Premium
null
11
645
4
2020-02-27 15:21:39.185215
Poor
No
Daily
House
97
1,171,729
58
Male
2,315
Single
2
High School
Employed
null
Rural
Premium
null
1
null
9
2020-02-05 15:21:39.148733
Poor
Yes
Weekly
Apartment
2,881
1,171,730
27
Female
10,188
Divorced
1
Master's
Employed
35.171914
Rural
Comprehensive
1
7
795
1
2021-12-14 15:21:39.281787
Average
No
Daily
Apartment
3,650
1,171,731
18
Female
8,984
Divorced
0
High School
Self-Employed
19.636606
Rural
Basic
null
9
null
1
2020-08-03 15:21:39.251142
Average
No
Daily
Condo
1,282
1,171,732
35
Female
26,889
null
4
PhD
null
30.701748
Suburban
Comprehensive
2
17
690
8
2022-02-10 15:21:39.081504
Good
No
Rarely
House
1,765
1,171,733
43
Male
46,676
Divorced
2
PhD
Employed
51.054237
Rural
Basic
1
14
508
3
2024-04-07 15:21:39.114118
Average
Yes
Daily
Condo
1,147
1,171,734
46
Male
61,215
Single
4
Bachelor's
Employed
null
Rural
Premium
1
17
592
7
2020-02-14 15:21:39.192212
null
No
Rarely
House
587
1,171,735
57
Male
60,575
Divorced
0
PhD
null
11.435833
Urban
Basic
1
4
785
7
2023-06-15 15:21:39.134960
Good
Yes
Monthly
Condo
150
1,171,736
24
Male
35,706
Divorced
1
PhD
Unemployed
38.626513
Rural
Comprehensive
1
17
774
9
2022-12-20 15:21:39.094752
Poor
Yes
Weekly
Apartment
1,089
1,171,737
54
Male
null
Divorced
1
High School
null
51.907892
Urban
Premium
0
7
518
9
2020-05-02 15:21:39.149731
Average
Yes
Daily
Condo
711
1,171,738
27
Female
26,761
Divorced
0
Bachelor's
Self-Employed
8.174711
Rural
Basic
1
19
590
7
2022-11-09 15:21:39.087123
Poor
No
Daily
Apartment
1,972
1,171,739
44
Male
7,095
Married
null
High School
Self-Employed
32.828694
Suburban
Comprehensive
0
15
771
5
2024-01-14 15:21:39.246098
Good
Yes
Daily
House
757
1,171,740
49
Male
29,759
Divorced
3
PhD
Employed
29.849695
Suburban
Basic
0
7
772
7
2022-12-19 15:21:39.155231
Good
Yes
Monthly
Apartment
843
1,171,741
50
Male
91,710
Divorced
2
High School
Employed
27.081599
Urban
Premium
1
0
307
8
2024-02-28 15:21:39.134960
null
No
Rarely
Condo
3,416
1,171,742
18
Female
2,748
Married
2
High School
Employed
36.816267
Urban
Basic
null
16
422
2
2020-03-02 15:21:39.209847
Average
No
Rarely
Apartment
91
1,171,743
43
Male
15,982
Single
0
Master's
null
20.56656
Rural
Basic
2
9
788
7
2022-12-08 15:21:39.134960
Poor
Yes
Rarely
Apartment
739
1,171,744
21
Male
null
Divorced
3
High School
Unemployed
44.772364
Suburban
Premium
1
10
572
2
2019-08-25 15:21:39.265513
Average
No
Daily
House
60
1,171,745
64
Female
45,870
Married
0
PhD
Self-Employed
20.85967
Rural
Premium
null
3
613
6
2024-02-20 15:21:39.134960
Good
No
Rarely
Apartment
833
1,171,746
62
Male
10,186
Single
2
Bachelor's
Employed
17.286411
Urban
Premium
1
4
615
4
2022-05-12 15:21:39.132191
Average
Yes
Rarely
House
997
1,171,747
53
Female
2,339
Divorced
4
Master's
null
13.965302
Suburban
Basic
null
1
731
8
2023-10-03 15:21:39.237118
Average
No
Monthly
House
412
1,171,748
24
Female
43,871
Single
1
PhD
Self-Employed
13.81627
Urban
Premium
0
13
849
5
2020-02-05 15:21:39.175719
Poor
No
Rarely
Apartment
390
1,171,749
40
Male
17,450
Single
null
Bachelor's
Employed
45.505821
Rural
Basic
null
15
355
1
2022-04-20 15:21:39.267454
Average
Yes
Daily
Condo
1,237
1,171,750
30
Male
16,881
Married
2
High School
Unemployed
27.284989
Urban
Comprehensive
4
2
null
5
2024-08-12 15:21:39.134960
Average
Yes
Rarely
House
642
1,171,751
30
Male
25,556
Married
1
PhD
null
14.534752
Suburban
Comprehensive
0
0
549
6
2023-06-02 15:21:39.100695
Poor
Yes
Daily
Apartment
2,701
1,171,752
28
Female
76,519
Married
4
PhD
Unemployed
28.936623
Urban
Premium
1
16
359
7
2023-04-14 15:21:39.205850
Poor
Yes
Rarely
Apartment
4,830
1,171,753
40
Male
null
Married
4
High School
null
52.813167
Suburban
Basic
null
0
758
2
2022-07-23 15:21:39.093681
Average
Yes
Monthly
House
820
1,171,754
33
Male
44,012
Divorced
2
Master's
null
33.012748
Rural
Comprehensive
null
9
441
2
2019-12-19 15:21:39.115178
Average
No
Monthly
House
1,764
1,171,755
53
Female
23,235
Married
3
Bachelor's
Employed
36.062465
Suburban
Premium
2
5
null
4
2022-01-19 15:21:39.290098
Average
Yes
Rarely
Condo
1,341
1,171,756
42
Female
17,227
Single
1
Bachelor's
Employed
24.711453
Urban
Premium
1
10
641
8
2023-10-26 15:21:39.155231
Average
Yes
Rarely
House
27
1,171,757
49
Female
29,061
Single
1
PhD
null
15.839046
Suburban
Basic
null
16
629
7
2021-09-14 15:21:39.255696
Poor
Yes
Weekly
House
3,049
1,171,758
54
Female
34,652
Single
2
Master's
Unemployed
33.590529
Rural
Comprehensive
null
10
740
3
2021-03-13 15:21:39.143708
Average
No
Rarely
Condo
1,522
1,171,759
61
Male
25,948
Divorced
null
Bachelor's
null
33.918308
Urban
Basic
null
13
558
6
2023-12-05 15:21:39.245086
Average
Yes
Daily
Apartment
803
1,171,760
59
Male
78,983
Divorced
2
Master's
null
null
Suburban
Comprehensive
null
14
null
6
2020-12-12 15:21:39.214388
null
No
Daily
House
581
1,171,761
43
Male
1,344
Divorced
4
High School
Unemployed
32.846207
Rural
Premium
null
19
797
4
2022-12-04 15:21:39.134960
Good
No
Rarely
Apartment
2,136
1,171,762
48
Male
6,905
Single
3
High School
null
37.727837
Rural
Basic
2
13
635
9
2020-04-10 15:21:39.098696
Average
No
Daily
Apartment
29
1,171,763
55
Male
39,051
Married
0
Bachelor's
null
4.791205
Urban
Comprehensive
0
3
815
9
2021-10-21 15:21:39.094752
Average
No
Rarely
Condo
917
1,171,764
56
Male
1,589
Single
1
Master's
Unemployed
19.037358
Rural
Basic
0
11
632
4
2019-11-09 15:21:39.134960
null
No
Daily
House
1,082
1,171,765
46
Female
13,464
Married
null
Bachelor's
Employed
11.13712
Urban
Comprehensive
1
19
815
6
2020-07-14 15:21:39.126661
Good
Yes
Weekly
House
595
1,171,766
46
Male
29,480
Single
4
Master's
Employed
12.351939
Urban
Comprehensive
0
12
645
5
2021-03-19 15:21:39.261856
Good
No
Rarely
Condo
919
1,171,767
63
Male
30,206
Single
1
High School
Unemployed
32.715894
Rural
Basic
0
14
782
8
2024-04-05 15:21:39.096739
Poor
No
Monthly
Condo
1,452
1,171,768
24
Female
40,620
Divorced
3
PhD
null
39.255953
Urban
Comprehensive
1
3
762
7
2024-05-22 15:21:39.182597
Average
No
Weekly
Condo
1,068
1,171,769
51
Male
18,074
Married
4
PhD
Unemployed
16.336942
Rural
Basic
null
12
542
8
2022-04-10 15:21:39.222387
Average
No
Monthly
Condo
3,153
1,171,770
51
Female
42,314
Divorced
4
High School
Employed
15.241935
Suburban
Comprehensive
null
14
513
5
2023-07-15 15:21:39.170099
Good
Yes
Rarely
Condo
1,181
1,171,771
34
Female
null
Single
4
Master's
Employed
19.004496
Suburban
Premium
3
15
300
1
2020-03-10 15:21:39.086123
Good
No
Rarely
House
29
1,171,772
64
Female
30,669
Single
3
Bachelor's
Employed
17.025861
Rural
Basic
0
15
698
3
2023-07-06 15:21:39.188220
Average
No
Monthly
House
632
1,171,773
35
Male
66,582
Divorced
0
Master's
null
14.723684
Rural
Comprehensive
null
19
439
6
2024-01-21 15:21:39.109552
Good
No
Weekly
Condo
605
1,171,774
41
Male
7,981
Single
2
Master's
Self-Employed
13.936659
Urban
Basic
4
17
518
9
2023-09-15 15:21:39.181605
Good
Yes
Daily
Condo
903
1,171,775
60
Female
21,988
Married
1
Master's
null
41.636934
Rural
Basic
0
15
448
9
2023-09-05 15:21:39.268507
Good
Yes
Rarely
Condo
171
1,171,776
51
Female
14,575
Divorced
4
Master's
Self-Employed
30.726674
Rural
Premium
2
14
758
2
2024-08-15 15:21:39.122134
Average
No
Rarely
Apartment
1,915
1,171,777
54
Female
5,766
Married
4
PhD
null
29.234322
Rural
Comprehensive
2
5
null
9
2022-07-28 15:21:39.250151
null
Yes
Rarely
Apartment
496
1,171,778
31
Male
96,600
Single
0
High School
Employed
11.407772
Suburban
Basic
1
3
null
6
2022-01-03 15:21:39.143708
Good
Yes
Weekly
Condo
382
1,171,779
43
Male
2,355
Divorced
1
Master's
null
18.816995
Rural
Premium
0
1
795
2
2022-04-26 15:21:39.192212
Good
Yes
Weekly
House
138
1,171,780
20
Female
25,809
Single
4
Master's
null
30.574909
Suburban
Premium
0
19
625
2
2020-05-23 15:21:39.090124
Good
Yes
Daily
Apartment
890
1,171,781
44
Male
47,781
Married
3
PhD
Unemployed
20.056326
Rural
Comprehensive
0
18
773
9
2024-06-18 15:21:39.185215
Average
No
Weekly
House
379
1,171,782
48
Female
5,540
Single
4
PhD
Employed
11.161405
Rural
Comprehensive
1
12
440
2
2021-12-19 15:21:39.168099
Good
Yes
Daily
Apartment
887
1,171,783
60
Female
6,991
Divorced
1
PhD
null
38.671259
Suburban
Comprehensive
1
19
761
3
2022-09-22 15:21:39.190215
Average
Yes
Monthly
House
462
1,171,784
39
Male
null
Married
3
PhD
null
18.008009
Urban
Premium
2
13
843
6
2019-12-15 15:21:39.216387
Good
Yes
Daily
Apartment
2,076
1,171,785
38
Male
77,906
Single
0
High School
null
6.602279
Rural
Premium
1
7
663
8
2020-07-10 15:21:39.222387
null
Yes
Monthly
House
393
1,171,786
41
Male
20,983
Married
4
High School
Employed
47.764267
Urban
Premium
null
17
587
7
2020-03-29 15:21:39.261856
Good
Yes
Monthly
Condo
2,636
1,171,787
60
Female
24,886
Single
4
Master's
Employed
15.071035
Suburban
Premium
null
14
795
7
2022-04-18 15:21:39.144722
Average
Yes
Daily
Apartment
1,684
1,171,788
31
Female
16,912
Married
3
PhD
Unemployed
29.158909
Urban
Basic
1
14
306
8
2022-06-21 15:21:39.134960
Average
Yes
Monthly
House
1,999
1,171,789
31
Male
43,901
Divorced
1
PhD
Unemployed
15.838686
Urban
Basic
0
3
835
9
2023-05-11 15:21:39.172097
Good
No
Rarely
Condo
675
1,171,790
31
Male
46,167
Single
2
Master's
null
3.937324
Urban
Comprehensive
null
14
736
9
2023-07-03 15:21:39.253660
Poor
Yes
Weekly
Condo
1,237
1,171,791
35
Male
56,790
Divorced
null
Bachelor's
Self-Employed
37.173507
Urban
Comprehensive
1
15
654
9
2021-01-23 15:21:39.237118
null
No
Rarely
Condo
4,366
1,171,792
61
Female
9,179
Married
2
PhD
Unemployed
24.812165
Suburban
Basic
null
2
515
5
2022-08-19 15:21:39.089116
Good
Yes
Daily
Apartment
613
1,171,793
48
Male
null
Married
1
Master's
Unemployed
24.955133
Suburban
Basic
1
6
336
9
2023-07-26 15:21:39.236064
Good
No
Rarely
Apartment
722
1,171,794
44
Male
77,857
Divorced
0
PhD
null
47.63226
Rural
Basic
null
10
339
8
2022-11-18 15:21:39.265513
Good
No
Daily
Condo
463
1,171,795
28
Female
28,332
Married
2
Master's
Unemployed
34.479626
Rural
Basic
4
16
553
7
2022-03-24 15:21:39.094752
Average
Yes
Weekly
House
3,086
1,171,796
46
Male
26,961
Divorced
1
Bachelor's
Employed
9.719297
Rural
Comprehensive
null
3
604
8
2023-10-26 15:21:39.237118
Good
No
Monthly
House
684
1,171,797
49
Female
759
Married
4
Bachelor's
null
37.955495
Urban
Basic
1
2
449
6
2022-11-09 15:21:39.244069
Good
No
Daily
House
774
1,171,798
35
Male
16,553
Married
0
PhD
Self-Employed
20.620062
Suburban
Comprehensive
null
9
483
3
2021-01-27 15:21:39.235012
Good
Yes
Monthly
Apartment
1,623
1,171,799
26
Female
20,277
Divorced
4
PhD
Unemployed
11.43481
Rural
Comprehensive
null
7
548
2
2023-07-25 15:21:39.276901
Good
No
Daily
Condo
909