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
1,165,600
61
Female
47,330
Divorced
1
Master's
Self-Employed
18.786544
Rural
Basic
3
11
656
6
2020-04-14 15:21:39.144722
Good
No
Daily
House
3,153
1,165,601
36
Male
3,146
Married
4
PhD
null
null
Suburban
Comprehensive
0
10
529
4
2021-09-18 15:21:39.173834
Good
Yes
Daily
Apartment
1,581
1,165,602
35
Female
811
Married
4
Master's
Unemployed
4.753509
Urban
Basic
null
2
483
1
2022-03-23 15:21:39.191219
Poor
Yes
Monthly
House
1,209
1,165,603
21
Male
43,943
Married
3
PhD
Unemployed
18.384655
Urban
Basic
3
5
493
1
2022-11-17 15:21:39.193945
Poor
No
Daily
Apartment
40
1,165,604
35
Female
null
Divorced
3
High School
Self-Employed
30.064985
Urban
Comprehensive
null
13
842
8
2021-12-19 15:21:39.183598
Good
Yes
Daily
House
261
1,165,605
41
Female
87,564
Divorced
2
High School
Self-Employed
19.081559
Urban
Premium
0
9
329
5
2020-04-15 15:21:39.089116
Average
Yes
Weekly
House
927
1,165,606
34
Male
35,192
Divorced
4
Bachelor's
Self-Employed
28.618541
Urban
Comprehensive
1
14
null
6
2022-07-17 15:21:39.102694
Poor
No
Monthly
Apartment
2,363
1,165,607
45
Female
52,630
Married
null
PhD
Unemployed
33.183331
Rural
Comprehensive
2
6
810
9
2021-02-17 15:21:39.268507
Poor
No
Daily
Condo
2,145
1,165,608
19
Male
17,856
Married
3
Master's
Employed
45.518824
Rural
Comprehensive
1
1
635
6
2022-01-05 15:21:39.165120
Good
No
Daily
Condo
1,437
1,165,609
55
Male
12,791
Married
3
PhD
Self-Employed
29.81626
Rural
Premium
1
4
null
4
2023-05-27 15:21:39.129190
Average
No
Daily
Condo
1,057
1,165,610
51
Female
1,039
Single
1
Master's
Unemployed
22.495858
Rural
Premium
2
7
638
1
2023-07-22 15:21:39.190215
null
Yes
Weekly
Condo
494
1,165,611
45
Male
38,306
Single
0
High School
Unemployed
34.824526
Rural
Basic
1
2
729
8
2022-01-17 15:21:39.134960
Poor
No
Daily
Condo
587
1,165,612
46
Female
72,266
Married
1
High School
Unemployed
null
Rural
Comprehensive
null
1
525
8
2021-06-08 15:21:39.278402
null
Yes
Rarely
House
1,517
1,165,613
22
Female
29,076
Divorced
2
Master's
Unemployed
19.312905
Urban
Comprehensive
null
14
830
9
2023-02-25 15:21:39.253660
Good
Yes
Weekly
Apartment
1,442
1,165,614
27
Male
23,798
Divorced
2
Master's
Self-Employed
25.049141
Urban
Comprehensive
1
18
null
9
2023-03-21 15:21:39.181605
Average
Yes
Weekly
House
688
1,165,615
21
Female
12,891
Single
4
High School
Employed
32.719093
Urban
Premium
1
12
null
2
2024-06-10 15:21:39.254678
Average
No
Rarely
Condo
2,513
1,165,616
30
Female
30,779
Divorced
2
Master's
Unemployed
14.847389
Rural
Basic
null
6
743
2
2022-01-21 15:21:39.116179
Poor
Yes
Daily
House
496
1,165,617
60
Female
14,962
Divorced
null
High School
Employed
13.907912
Rural
Basic
3
14
538
6
2024-08-13 15:21:39.208842
Average
No
Monthly
House
2,869
1,165,618
32
Male
10,166
Divorced
2
Bachelor's
Unemployed
20.891798
Urban
Premium
0
9
699
3
2023-08-04 15:21:39.134960
Average
Yes
Monthly
Apartment
1,111
1,165,619
54
Male
4,499
Single
4
Master's
Self-Employed
19.276315
Urban
Premium
null
18
419
1
2021-10-12 15:21:39.286113
null
Yes
Rarely
House
419
1,165,620
50
Female
25,423
Single
0
PhD
Employed
23.95571
Urban
Basic
1
9
573
1
2020-10-24 15:21:39.288099
Average
No
Rarely
Condo
904
1,165,621
34
Male
4,064
null
4
High School
Self-Employed
20.223319
Suburban
Basic
null
18
null
2
2022-04-05 15:21:39.082499
Average
No
Weekly
House
1,727
1,165,622
44
Male
619
Married
null
Master's
Unemployed
null
Suburban
Comprehensive
1
12
602
9
2022-03-06 15:21:39.134960
Good
Yes
Rarely
Condo
992
1,165,623
30
Male
11,166
Married
0
High School
Employed
10.977961
Urban
Basic
null
9
801
3
2019-12-16 15:21:39.209847
Poor
No
Weekly
Condo
2,482
1,165,624
60
Female
52,873
Divorced
2
Master's
Employed
30.385004
Rural
Comprehensive
0
0
577
8
2021-08-30 15:21:39.204790
null
No
Rarely
House
3,186
1,165,625
24
Female
626
Divorced
3
High School
Self-Employed
19.012365
Urban
Comprehensive
1
6
null
5
2020-09-06 15:21:39.175719
Average
Yes
Rarely
Condo
1,832
1,165,626
41
Male
16,085
Married
2
PhD
Employed
44.90422
Suburban
Premium
0
8
725
6
2020-06-20 15:21:39.190215
Average
No
Rarely
House
454
1,165,627
48
Male
54,819
Married
3
Bachelor's
Employed
12.813808
Suburban
Premium
null
7
646
4
2020-10-07 15:21:39.180553
Average
No
Monthly
Condo
165
1,165,628
63
Male
11,907
Single
1
Bachelor's
Unemployed
24.317511
Urban
Comprehensive
null
4
null
5
2020-01-20 15:21:39.237118
Poor
Yes
Daily
Apartment
675
1,165,629
40
Male
31,003
Single
3
PhD
Employed
34.73879
Rural
Basic
null
17
511
6
2023-05-14 15:21:39.090124
Good
No
Daily
Apartment
903
1,165,630
35
Female
2,570
Married
3
Master's
Employed
34.547187
Rural
Premium
null
8
423
6
2023-06-02 15:21:39.265513
Average
Yes
Monthly
Apartment
979
1,165,631
60
Female
15,894
Single
1
Bachelor's
null
29.766164
Suburban
Premium
0
7
466
6
2019-12-03 15:21:39.098696
Poor
No
Rarely
House
1,549
1,165,632
42
Female
13,548
Divorced
2
Master's
null
45.142838
Urban
Basic
0
11
634
3
2023-07-14 15:21:39.124659
Average
Yes
Daily
Condo
2,079
1,165,633
35
Male
126,627
Divorced
1
Bachelor's
null
31.071921
Urban
Comprehensive
null
12
715
7
2022-04-17 15:21:39.181605
null
Yes
Weekly
Condo
2,087
1,165,634
44
Male
32,579
Married
1
PhD
Self-Employed
16.262212
Rural
Premium
0
17
null
9
2022-05-18 15:21:39.192212
Average
Yes
Weekly
House
473
1,165,635
40
Male
40,791
Married
1
PhD
Self-Employed
8.893317
Suburban
Comprehensive
1
18
548
9
2023-11-28 15:21:39.188220
Good
No
Daily
Condo
1,590
1,165,636
41
Female
39,240
Married
null
High School
Self-Employed
20.847119
Suburban
Comprehensive
null
0
464
6
2021-10-09 15:21:39.265513
Poor
Yes
Monthly
Apartment
56
1,165,637
32
Male
2,774
Single
1
Master's
Self-Employed
30.05397
Suburban
Premium
1
13
null
2
2020-03-12 15:21:39.128175
Poor
Yes
Rarely
House
2,107
1,165,638
52
Male
11,650
Single
3
PhD
Unemployed
43.271956
Rural
Comprehensive
1
6
764
4
2024-03-23 15:21:39.172097
Poor
No
Weekly
Condo
1,334
1,165,639
55
Female
11,242
Single
null
PhD
Self-Employed
48.906142
Rural
Basic
1
18
581
5
2023-02-03 15:21:39.278402
Good
Yes
Rarely
House
942
1,165,640
49
Female
3,129
Divorced
null
Bachelor's
Employed
26.920024
Rural
Basic
1
2
742
3
2022-04-22 15:21:39.128286
Good
No
Rarely
Apartment
2,285
1,165,641
24
Male
29,453
Single
null
High School
Employed
21.89416
Rural
Premium
1
0
661
3
2020-07-21 15:21:39.114118
Average
Yes
Daily
Condo
1,700
1,165,642
33
Male
65,960
Married
0
Bachelor's
Unemployed
28.31853
Suburban
Basic
null
17
466
1
2021-03-17 15:21:39.237118
Poor
Yes
Daily
House
2,726
1,165,643
27
Female
801
Divorced
2
Master's
Employed
31.912179
Rural
Premium
3
19
null
4
2022-09-27 15:21:39.185215
Poor
No
Monthly
House
684
1,165,644
39
Female
5,538
Married
3
Bachelor's
Employed
13.065113
Urban
Basic
null
13
635
2
2022-09-16 15:21:39.134960
Poor
No
Weekly
Apartment
1,646
1,165,645
34
Female
74,599
Divorced
null
Bachelor's
Self-Employed
27.397588
Suburban
Basic
0
9
452
4
2024-03-24 15:21:39.093681
Good
Yes
Rarely
Condo
2,909
1,165,646
64
Female
1,895
Married
null
Bachelor's
null
11.136967
Rural
Basic
1
9
849
9
2023-07-31 15:21:39.126661
Poor
No
Weekly
Apartment
181
1,165,647
51
Female
20,211
Single
3
Master's
Employed
20.634008
Suburban
Basic
0
1
678
2
2023-12-22 15:21:39.087123
Good
Yes
Monthly
Apartment
1,837
1,165,648
47
Female
47,318
Single
0
High School
Self-Employed
42.76062
Suburban
Comprehensive
null
8
359
8
2021-10-07 15:21:39.165120
Good
No
Monthly
Condo
679
1,165,649
45
Female
29,061
Divorced
4
Master's
Employed
42.967963
Rural
Comprehensive
1
14
609
7
2021-01-15 15:21:39.217387
Poor
Yes
Daily
House
560
1,165,650
43
Female
39,093
Single
4
Master's
Self-Employed
50.706581
Rural
Basic
4
11
342
6
2023-12-24 15:21:39.237118
Poor
No
Rarely
Apartment
581
1,165,651
63
Male
124,729
Single
3
Bachelor's
Employed
23.445938
Rural
Comprehensive
null
5
786
8
2019-09-30 15:21:39.244069
Poor
Yes
Weekly
Condo
2,795
1,165,652
44
Female
1,815
Divorced
2
Master's
null
null
Urban
Premium
0
16
null
8
2023-01-31 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,712
1,165,653
47
Female
1,073
Married
4
Bachelor's
Unemployed
13.878983
Suburban
Comprehensive
null
1
626
5
2024-06-14 15:21:39.244069
null
Yes
Daily
House
2,181
1,165,654
46
Female
45,507
Divorced
4
PhD
Unemployed
23.794271
Urban
Comprehensive
1
1
826
8
2020-02-26 15:21:39.231531
Average
No
Weekly
House
1,180
1,165,655
59
Female
17,885
Divorced
null
Master's
Self-Employed
null
Suburban
Premium
0
4
734
8
2022-03-27 15:21:39.155231
null
No
Rarely
House
439
1,165,656
27
Male
599
Divorced
3
High School
Unemployed
null
Suburban
Comprehensive
null
3
579
3
2024-02-06 15:21:39.134960
Good
Yes
Weekly
Apartment
691
1,165,657
29
Female
134,877
Married
2
PhD
Self-Employed
10.835361
Rural
Premium
2
10
437
8
2023-07-14 15:21:39.209847
Average
No
Daily
Apartment
2,743
1,165,658
38
Female
39,803
Single
4
PhD
null
22.169853
Urban
Basic
2
11
546
9
2020-07-15 15:21:39.172097
Average
Yes
Daily
Condo
624
1,165,659
null
Female
8,076
Single
4
Master's
Unemployed
34.361543
Suburban
Basic
1
10
622
6
2020-06-15 15:21:39.237118
Poor
Yes
Daily
House
2,363
1,165,660
30
Female
45,348
Divorced
4
Master's
null
6.652839
Suburban
Basic
0
9
626
9
2024-02-03 15:21:39.134960
Average
No
Rarely
House
1,572
1,165,661
60
Female
30,366
Divorced
3
Bachelor's
Unemployed
15.965984
Urban
Basic
3
11
516
5
2020-05-28 15:21:39.236064
null
Yes
Weekly
Condo
942
1,165,662
28
Female
18,795
Married
3
High School
Unemployed
28.998211
Urban
Basic
null
1
644
2
2020-08-22 15:21:39.175719
Average
Yes
Weekly
Condo
3,261
1,165,663
27
Female
51,159
Single
1
Master's
Unemployed
26.866214
Suburban
Basic
null
2
762
1
2022-09-23 15:21:39.134960
Average
No
Daily
Apartment
311
1,165,664
60
Female
34,949
Married
2
Master's
Self-Employed
10.01762
Rural
Comprehensive
null
7
745
1
2024-07-04 15:21:39.210805
Average
No
Daily
Apartment
659
1,165,665
40
Female
1,510
null
2
Bachelor's
Unemployed
null
Rural
Premium
0
0
476
2
2024-03-12 15:21:39.123711
Poor
No
Monthly
Condo
1,707
1,165,666
57
Male
13,897
Single
1
PhD
Self-Employed
24.078441
Urban
Comprehensive
null
12
null
8
2023-07-07 15:21:39.121169
Poor
No
Monthly
Condo
602
1,165,667
58
Female
38,704
Married
1
Master's
Employed
25.865992
Rural
Basic
0
17
551
8
2023-09-05 15:21:39.092127
Poor
No
Rarely
Apartment
890
1,165,668
62
Female
2,482
Married
1
Bachelor's
Employed
39.619505
Urban
Premium
null
8
null
5
2022-04-06 15:21:39.274993
Good
Yes
Weekly
Condo
1,855
1,165,669
32
Female
null
Divorced
0
Master's
null
28.37221
Urban
Comprehensive
1
14
742
3
2020-02-12 15:21:39.134960
Average
Yes
Rarely
House
233
1,165,670
63
Male
2,486
Single
2
Bachelor's
null
27.39206
Suburban
Comprehensive
2
7
663
9
2020-03-01 15:21:39.237118
Average
Yes
Weekly
Apartment
1,753
1,165,671
58
Male
811
Divorced
3
PhD
null
null
Urban
Premium
null
11
565
4
2021-05-29 15:21:39.148733
Average
Yes
Daily
Apartment
1,488
1,165,672
19
Male
14,852
Married
4
Bachelor's
Unemployed
33.819994
Suburban
Basic
0
2
695
6
2020-07-25 15:21:39.281787
Poor
Yes
Daily
Apartment
4,796
1,165,673
50
Male
12,981
Divorced
3
High School
Employed
23.807941
Suburban
Comprehensive
1
17
324
4
2020-01-13 15:21:39.244069
Poor
Yes
Daily
Condo
733
1,165,674
55
Male
31,835
Divorced
4
Master's
Self-Employed
49.508042
Suburban
Comprehensive
1
11
602
3
2019-12-14 15:21:39.134960
Poor
No
Weekly
House
1,419
1,165,675
33
Female
38,969
Married
4
High School
Self-Employed
50.697562
Suburban
Basic
3
19
400
1
2019-10-22 15:21:39.155231
Good
No
Daily
Apartment
845
1,165,676
37
Female
17,094
Married
3
High School
null
41.094965
Rural
Premium
1
19
575
7
2023-08-03 15:21:39.237118
Good
No
Weekly
Condo
23
1,165,677
24
Male
20,263
Married
4
Bachelor's
Self-Employed
20.948588
Suburban
Basic
2
5
786
4
2021-02-06 15:21:39.146733
Poor
Yes
Weekly
House
3,867
1,165,678
45
Male
3,375
Single
1
Master's
Self-Employed
4.91213
Suburban
Comprehensive
0
9
832
8
2022-05-16 15:21:39.254678
Good
Yes
Daily
House
2,159
1,165,679
62
Female
3,652
Married
2
High School
null
16.719106
Suburban
Comprehensive
3
0
667
1
2022-09-03 15:21:39.087123
Poor
No
Rarely
House
365
1,165,680
22
Female
12,158
Married
3
Master's
null
20.527087
Rural
Premium
0
7
609
6
2020-08-16 15:21:39.087123
Poor
No
Monthly
Condo
1,318
1,165,681
45
Male
3,879
Married
4
Master's
Unemployed
3.482336
Rural
Premium
2
8
648
8
2020-03-12 15:21:39.257696
Poor
No
Weekly
House
643
1,165,682
31
Male
57,907
Divorced
1
Bachelor's
Employed
7.694715
Urban
Comprehensive
0
12
515
3
2020-01-21 15:21:39.126661
Good
No
Monthly
House
46
1,165,683
59
Male
4,064
Single
4
PhD
Self-Employed
19.172968
Suburban
Premium
0
13
663
3
2021-05-08 15:21:39.155231
Good
No
Rarely
Apartment
2,075
1,165,684
57
Female
9,097
Single
4
Bachelor's
Self-Employed
18.256443
Rural
Comprehensive
4
4
814
9
2023-04-30 15:21:39.134960
Good
Yes
Rarely
Condo
809
1,165,685
47
Male
45,600
Divorced
0
Master's
Unemployed
22.160327
Rural
Comprehensive
2
16
446
9
2023-12-07 15:21:39.151732
Average
No
Monthly
Apartment
377
1,165,686
62
Female
38,982
Divorced
4
PhD
Unemployed
41.983945
Rural
Premium
1
11
745
7
2022-08-09 15:21:39.192212
Poor
Yes
Weekly
Apartment
645
1,165,687
62
Male
29,351
Married
null
High School
null
18.064695
Urban
Comprehensive
1
15
695
9
2021-03-16 15:21:39.134960
Poor
No
Rarely
Apartment
661
1,165,688
21
Male
28,814
Single
1
Bachelor's
Unemployed
32.088817
Urban
Comprehensive
1
7
null
1
2020-08-02 15:21:39.167099
Good
No
Rarely
House
1,516
1,165,689
32
Female
72,545
Married
2
High School
Employed
10.18742
Urban
Comprehensive
null
16
335
1
2024-01-23 15:21:39.247098
Good
Yes
Daily
Apartment
775
1,165,690
54
Female
33,849
Married
1
High School
Employed
23.287634
Rural
Basic
null
6
434
3
2022-03-04 15:21:39.287115
Poor
Yes
Weekly
House
1,086
1,165,691
40
Female
45,003
Divorced
1
Bachelor's
Unemployed
49.549867
Suburban
Comprehensive
null
15
833
3
2022-08-29 15:21:39.113566
null
Yes
Weekly
Condo
1,841
1,165,692
30
Male
1,709
Married
4
PhD
null
37.634968
Suburban
Premium
1
15
480
4
2020-06-15 15:21:39.105504
Good
No
Weekly
House
20
1,165,693
59
Male
null
Married
3
Master's
null
21.096735
Rural
Basic
0
8
686
6
2023-08-25 15:21:39.084065
Poor
No
Daily
Condo
63
1,165,694
46
Female
18,791
null
null
High School
Employed
33.188727
Urban
Basic
null
10
701
2
2023-07-01 15:21:39.155231
Good
Yes
Weekly
House
1,632
1,165,695
61
Female
39,439
Divorced
4
Master's
Unemployed
11.204768
Suburban
Basic
0
0
741
5
2021-09-25 15:21:39.130190
Good
Yes
Monthly
House
1,200
1,165,696
18
Male
15,891
Single
0
Master's
Unemployed
23.203068
Suburban
Basic
1
11
null
2
2024-05-12 15:21:39.237118
Poor
Yes
Daily
House
1,122
1,165,697
23
Male
6,092
Married
2
Master's
Employed
22.414734
Urban
Premium
1
9
483
4
2024-02-25 15:21:39.168099
Good
Yes
Monthly
House
1,217
1,165,698
27
Male
94,961
Married
3
Bachelor's
Employed
11.651035
Rural
Premium
0
7
656
3
2020-05-21 15:21:39.237118
null
Yes
Weekly
Condo
3,073
1,165,699
35
Female
null
Single
4
PhD
Employed
37.979791
Suburban
Comprehensive
1
13
613
4
2024-06-22 15:21:39.272456
Good
Yes
Daily
Apartment
270