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
1,179,600
22
Male
5,813
Married
2
PhD
Unemployed
19.738886
Suburban
Basic
3
7
731
7
2023-04-21 15:21:39.108562
Poor
No
Weekly
Condo
45
1,179,601
45
Female
18,053
Married
3
PhD
Self-Employed
27.272575
Rural
Premium
0
12
831
9
2021-01-09 15:21:39.202448
Poor
Yes
Weekly
Apartment
1,447
1,179,602
26
Female
1,217
Single
3
PhD
null
5.004715
Suburban
Premium
1
5
639
6
2022-08-17 15:21:39.279729
Good
Yes
Weekly
Condo
3,810
1,179,603
43
Female
109,788
Single
0
Master's
Unemployed
10.642821
Suburban
Premium
1
17
442
3
2021-02-05 15:21:39.134960
Poor
No
Rarely
Apartment
439
1,179,604
51
Male
30,253
Single
0
Bachelor's
Self-Employed
5.064156
Rural
Basic
null
19
677
8
2022-12-22 15:21:39.098696
Poor
No
Daily
Condo
1,178
1,179,605
39
Male
20,582
Divorced
1
PhD
Employed
44.286782
Urban
Premium
0
11
552
3
2021-04-06 15:21:39.107553
Average
No
Weekly
Condo
2,110
1,179,606
56
Male
30,366
Divorced
4
Bachelor's
null
13.715137
Rural
Basic
null
10
743
6
2022-12-24 15:21:39.185215
Poor
Yes
Daily
Apartment
959
1,179,607
21
Female
4,738
Divorced
0
PhD
Unemployed
48.715574
Suburban
Comprehensive
6
3
796
5
2021-01-28 15:21:39.254678
Poor
Yes
Weekly
Condo
1,116
1,179,608
18
Female
52,610
Single
2
Master's
Unemployed
8.91261
Rural
Comprehensive
0
16
711
4
2020-09-15 15:21:39.252145
Poor
No
Rarely
House
43
1,179,609
47
Female
3,565
Married
1
Master's
Self-Employed
7.924133
Urban
Comprehensive
2
11
635
3
2020-01-29 15:21:39.167099
Poor
No
Daily
House
2,478
1,179,610
34
Female
142,848
Divorced
null
Bachelor's
Self-Employed
31.946804
Urban
Premium
1
7
326
4
2020-01-22 15:21:39.144722
Good
Yes
Weekly
Apartment
540
1,179,611
33
Female
4,838
Divorced
1
Master's
Employed
21.816101
Urban
Basic
null
0
659
4
2023-11-01 15:21:39.217387
Good
No
Daily
House
434
1,179,612
48
Male
7,095
Single
2
PhD
Unemployed
20.818893
Rural
Comprehensive
null
1
632
2
2021-12-24 15:21:39.205850
Good
Yes
Monthly
Condo
740
1,179,613
49
Male
26,396
Single
4
PhD
null
23.670518
Urban
Premium
0
18
null
6
2020-02-23 15:21:39.184157
Poor
Yes
Daily
House
1,399
1,179,614
55
Male
77,921
Single
3
Master's
null
23.919563
Suburban
Comprehensive
null
4
455
8
2020-04-27 15:21:39.261856
Good
No
Rarely
Condo
132
1,179,615
42
Female
20,346
Single
4
PhD
Employed
30.654826
Suburban
Comprehensive
1
19
799
3
2022-09-11 15:21:39.082499
Average
No
Daily
House
188
1,179,616
23
Male
90,163
Married
1
High School
Unemployed
15.867271
Urban
Comprehensive
1
9
null
7
2023-09-05 15:21:39.094752
Poor
No
Rarely
Apartment
4,534
1,179,617
51
Female
2,609
null
1
PhD
Unemployed
11.993665
Suburban
Comprehensive
1
1
null
1
2023-08-04 15:21:39.150730
Poor
Yes
Monthly
Apartment
2,121
1,179,618
61
Female
29,340
Married
1
Master's
Employed
46.125897
Suburban
Comprehensive
1
12
null
4
2023-05-22 15:21:39.180553
Good
Yes
Monthly
Condo
561
1,179,619
27
Female
37,508
Married
3
PhD
Employed
33.633703
Suburban
Comprehensive
1
18
693
2
2021-05-20 15:21:39.122134
Poor
No
Monthly
House
917
1,179,620
49
Male
13,581
Single
4
High School
Unemployed
null
Suburban
Comprehensive
0
9
531
6
2022-02-11 15:21:39.248098
Average
No
Weekly
Condo
1,221
1,179,621
21
Female
10,084
Married
2
High School
Self-Employed
17.869882
Suburban
Basic
0
1
796
8
2022-08-19 15:21:39.147735
Poor
Yes
Rarely
House
891
1,179,622
32
Male
1,692
Single
1
PhD
Unemployed
47.441014
Suburban
Basic
2
18
null
9
2023-09-28 15:21:39.147735
Average
No
Monthly
House
861
1,179,623
56
Male
835
Divorced
1
Master's
Employed
6.172659
Urban
Comprehensive
null
1
479
6
2022-08-19 15:21:39.144722
null
No
Weekly
Apartment
439
1,179,624
32
Female
25,651
Divorced
2
High School
Employed
4.869264
Rural
Premium
1
10
481
7
2022-04-01 15:21:39.213373
Good
Yes
Weekly
Condo
1,180
1,179,625
61
Female
3,711
Single
0
Master's
null
16.061903
Urban
Comprehensive
1
3
592
5
2021-06-15 15:21:39.146733
Poor
No
Rarely
House
2,344
1,179,626
52
Male
391
Married
1
Master's
Unemployed
24.017736
Suburban
Premium
2
6
762
3
2021-09-21 15:21:39.168099
Poor
Yes
Monthly
Apartment
152
1,179,627
62
Male
1,347
Married
0
High School
Unemployed
24.84846
Suburban
Premium
2
5
731
4
2020-04-24 15:21:39.192212
Average
No
Monthly
House
1,073
1,179,628
23
Female
37,336
Single
2
PhD
Employed
31.357844
Suburban
Premium
0
11
548
1
2021-03-16 15:21:39.196387
Good
Yes
Daily
House
1,213
1,179,629
44
Male
51,907
Married
1
Bachelor's
null
31.964205
Urban
Comprehensive
2
15
619
3
2023-05-15 15:21:39.249100
Good
Yes
Rarely
House
28
1,179,630
22
Female
10,878
Divorced
3
Master's
Employed
11.81552
Suburban
Comprehensive
null
19
540
8
2022-07-30 15:21:39.223390
Good
No
Monthly
Condo
716
1,179,631
36
Female
null
Single
4
PhD
Self-Employed
33.412727
Urban
Premium
3
19
551
5
2020-08-01 15:21:39.211806
Good
Yes
Monthly
Condo
394
1,179,632
20
Female
72,418
Divorced
2
Bachelor's
null
34.080119
Urban
Basic
0
3
413
8
2021-03-16 15:21:39.081504
Poor
No
Monthly
House
1,597
1,179,633
47
Female
70,411
Divorced
1
Master's
Self-Employed
30.933687
Rural
Basic
0
6
759
7
2021-07-24 15:21:39.285112
Good
Yes
Monthly
House
85
1,179,634
57
Male
22,664
Divorced
1
Master's
Employed
24.926966
Suburban
Basic
null
1
657
1
2022-10-15 15:21:39.155231
Average
Yes
Rarely
Condo
81
1,179,635
45
Male
28,503
Divorced
1
Bachelor's
Unemployed
52.169938
Urban
Premium
null
0
766
9
2022-06-21 15:21:39.269494
Good
No
Weekly
House
2,136
1,179,636
49
Male
21,876
Single
2
Master's
Unemployed
18.749626
Rural
Premium
0
9
530
9
2022-03-30 15:21:39.218388
Good
No
Monthly
Condo
131
1,179,637
36
Male
84,024
Married
3
High School
Self-Employed
26.769132
Rural
Comprehensive
2
2
417
8
2023-08-21 15:21:39.093681
Good
No
Rarely
Apartment
126
1,179,638
20
Male
37,149
Married
1
Master's
Unemployed
7.691911
Suburban
Premium
1
1
679
8
2022-11-18 15:21:39.272456
Poor
Yes
Rarely
House
1,052
1,179,639
55
Female
106,521
Divorced
2
PhD
Self-Employed
26.252619
Urban
Comprehensive
2
7
364
2
2023-06-02 15:21:39.155231
Good
No
Rarely
Apartment
494
1,179,640
53
Male
null
Single
1
Bachelor's
Self-Employed
51.129524
Urban
Premium
null
16
420
1
2019-09-17 15:21:39.110557
Good
Yes
Weekly
House
452
1,179,641
61
Female
33,600
Married
2
Bachelor's
Employed
18.411414
Suburban
Premium
null
5
733
6
2022-03-26 15:21:39.194829
Good
Yes
Monthly
House
620
1,179,642
40
Female
null
Single
0
Bachelor's
Unemployed
12.74041
Rural
Premium
2
12
587
9
2023-07-25 15:21:39.205850
Good
Yes
Weekly
Condo
382
1,179,643
55
Male
73,544
Single
0
Bachelor's
Unemployed
33.788562
Rural
Basic
0
14
352
5
2020-03-20 15:21:39.228521
Poor
Yes
Weekly
Condo
27
1,179,644
48
Female
5,978
Single
0
High School
Unemployed
25.096968
Urban
Premium
null
0
479
9
2022-04-06 15:21:39.134960
Average
Yes
Weekly
Apartment
1,709
1,179,645
52
Male
13,865
Divorced
2
Master's
null
18.816995
Rural
Basic
0
2
712
2
2023-07-11 15:21:39.134960
null
Yes
Weekly
House
138
1,179,646
27
Male
3,018
Divorced
2
PhD
null
18.943013
Urban
Premium
0
0
821
8
2023-02-06 15:21:39.179186
Average
Yes
Daily
Condo
2,984
1,179,647
42
Male
1,795
Divorced
3
High School
Unemployed
23.68664
Urban
Comprehensive
null
1
615
6
2023-04-03 15:21:39.101733
Poor
Yes
Weekly
Condo
30
1,179,648
53
Male
11,763
Married
1
PhD
null
36.636257
Suburban
Basic
null
2
439
4
2023-03-06 15:21:39.092127
Good
Yes
Daily
Condo
2,518
1,179,649
44
Female
20,571
Divorced
4
PhD
null
18.586619
Rural
Premium
null
9
793
8
2020-08-04 15:21:39.144722
Good
No
Weekly
Apartment
928
1,179,650
51
Male
16,054
Married
1
Master's
null
24.979399
Rural
Comprehensive
null
10
null
7
2021-09-10 15:21:39.202448
Good
No
Rarely
House
872
1,179,651
21
Male
16,054
Single
2
Master's
Self-Employed
14.173209
Rural
Comprehensive
0
18
393
9
2024-07-19 15:21:39.199447
null
No
Rarely
House
654
1,179,652
50
Female
4,541
Married
4
Master's
Employed
36.282841
Rural
Basic
2
18
766
1
2022-03-07 15:21:39.155231
null
No
Daily
House
33
1,179,653
53
Female
11,970
Single
2
Master's
Employed
null
Rural
Premium
null
16
581
1
2021-01-29 15:21:39.237118
Poor
No
Weekly
Condo
602
1,179,654
64
Female
6,098
Divorced
2
High School
Unemployed
23.390878
Rural
Comprehensive
null
10
663
3
2022-05-17 15:21:39.134960
Average
No
Monthly
Apartment
1,702
1,179,655
58
Male
20,184
Divorced
3
High School
null
39.989318
Urban
Basic
2
11
740
7
2022-01-09 15:21:39.202448
Average
Yes
Monthly
Condo
1,242
1,179,656
35
Male
2,423
Single
3
High School
null
20.569465
Urban
Comprehensive
2
13
779
8
2022-06-26 15:21:39.251142
Poor
No
Weekly
Apartment
1,018
1,179,657
57
Female
87,517
Single
null
Master's
Unemployed
23.965952
Suburban
Comprehensive
0
5
320
4
2021-04-21 15:21:39.155231
Poor
No
Rarely
House
1,754
1,179,658
27
Female
5,055
Married
null
Master's
null
31.379916
Urban
Premium
1
5
382
8
2020-04-19 15:21:39.126661
Good
No
Weekly
House
1,476
1,179,659
62
Male
3,253
Single
3
Bachelor's
null
21.446891
Urban
Premium
5
16
391
9
2023-05-14 15:21:39.134960
Poor
No
Monthly
House
362
1,179,660
21
Male
5,836
Married
2
Bachelor's
Employed
35.259832
Urban
Basic
null
9
635
8
2020-12-15 15:21:39.185215
Poor
Yes
Daily
Apartment
875
1,179,661
19
Female
null
Single
null
Master's
Employed
16.819059
Urban
Premium
0
15
740
7
2023-03-11 15:21:39.201446
Good
No
Rarely
Condo
165
1,179,662
26
Female
43,293
Single
3
Master's
Self-Employed
8.907945
Suburban
Premium
1
17
716
8
2023-01-22 15:21:39.134960
Poor
Yes
Daily
House
1,104
1,179,663
62
Female
38,216
Divorced
2
High School
Self-Employed
27.868723
Urban
Comprehensive
null
9
776
3
2021-04-05 15:21:39.193945
Average
No
Monthly
Apartment
30
1,179,664
33
Male
84,730
Divorced
2
Bachelor's
null
35.927986
Suburban
Comprehensive
1
14
740
6
2023-12-22 15:21:39.221386
Poor
Yes
Monthly
Apartment
334
1,179,665
55
Male
2,656
Single
1
Master's
null
23.760466
Urban
Basic
2
11
528
5
2022-05-21 15:21:39.190215
Good
Yes
Monthly
House
586
1,179,666
46
Female
4,499
Single
0
PhD
Self-Employed
23.837683
Suburban
Basic
null
1
438
3
2021-09-07 15:21:39.155231
Good
Yes
Daily
Condo
487
1,179,667
32
Female
52,349
Single
4
High School
Unemployed
24.189871
Urban
Basic
1
17
476
3
2024-08-01 15:21:39.120168
Good
Yes
Rarely
Apartment
301
1,179,668
46
Female
43,989
Single
null
Master's
Unemployed
19.298007
Urban
Basic
3
3
null
2
2022-11-23 15:21:39.237118
Poor
No
Rarely
Condo
1,090
1,179,669
37
Female
25,897
Married
null
PhD
Employed
26.091599
Rural
Premium
1
16
532
7
2022-11-06 15:21:39.155231
Poor
Yes
Daily
Apartment
906
1,179,670
23
Male
74,082
Single
0
PhD
null
11.515766
Rural
Basic
null
18
646
2
2021-10-07 15:21:39.155231
Poor
No
Weekly
Apartment
114
1,179,671
59
Male
102,716
Married
0
Master's
Employed
38.192622
Urban
Premium
0
4
390
5
2020-05-11 15:21:39.192212
Average
Yes
Rarely
Apartment
2,217
1,179,672
18
Female
16,098
Married
0
High School
null
null
Urban
Comprehensive
1
10
823
9
2020-01-26 15:21:39.134960
Good
No
Monthly
Condo
774
1,179,673
48
Female
null
Single
2
High School
Unemployed
26.826201
Suburban
Premium
3
16
478
5
2019-10-07 15:21:39.155231
Average
Yes
Rarely
Condo
49
1,179,674
24
Female
3,737
Single
1
High School
Employed
25.066366
Urban
Basic
0
14
788
5
2019-12-12 15:21:39.274993
Average
No
Monthly
House
1,042
1,179,675
57
Male
1,207
Divorced
2
PhD
Unemployed
30.385919
Suburban
Comprehensive
2
1
835
7
2023-07-16 15:21:39.211806
Average
No
Daily
Condo
562
1,179,676
62
Male
43,560
Married
1
Master's
Self-Employed
18.60772
Urban
Premium
3
15
506
5
2019-08-23 15:21:39.236064
Good
Yes
Weekly
Apartment
494
1,179,677
51
Female
635
Divorced
4
Master's
Unemployed
45.547159
Urban
Basic
0
19
684
7
2023-10-05 15:21:39.237118
Good
Yes
Daily
Condo
101
1,179,678
41
Female
37,239
Divorced
3
Master's
Unemployed
37.780059
Suburban
Comprehensive
0
18
515
5
2022-05-10 15:21:39.210805
Good
No
Weekly
House
2,667
1,179,679
35
Female
10,982
Divorced
0
Master's
Unemployed
12.639683
Suburban
Comprehensive
null
15
591
4
2023-06-21 15:21:39.085129
Average
No
Weekly
House
735
1,179,680
52
Female
56,620
Single
3
High School
null
31.056506
Urban
Basic
null
2
335
4
2022-05-21 15:21:39.125660
Average
Yes
Rarely
Condo
446
1,179,681
56
Female
8,687
Single
1
Bachelor's
null
45.121316
Suburban
Premium
3
10
353
6
2024-02-22 15:21:39.176717
Poor
No
Monthly
Condo
1,144
1,179,682
27
Male
6,337
Divorced
3
Master's
Unemployed
3.848248
Urban
Comprehensive
0
0
null
6
2022-10-29 15:21:39.176717
null
No
Rarely
Apartment
2,593
1,179,683
40
Female
824
Single
0
High School
Unemployed
20.848366
Rural
Basic
3
8
null
4
2019-12-26 15:21:39.106582
Good
No
Daily
Apartment
814
1,179,684
21
Male
60,919
Single
3
High School
Unemployed
37.782375
Rural
Basic
0
2
413
8
2020-08-21 15:21:39.260856
Average
Yes
Rarely
Condo
1,092
1,179,685
49
Female
12,383
Married
1
PhD
null
28.639187
Urban
Premium
2
1
802
3
2023-12-22 15:21:39.186212
Poor
No
Weekly
House
2,285
1,179,686
31
Female
80,205
Divorced
2
PhD
null
21.091102
Suburban
Comprehensive
0
11
null
6
2021-07-14 15:21:39.178918
Good
Yes
Weekly
Apartment
138
1,179,687
49
Male
3,837
Married
2
Master's
Unemployed
5.358751
Rural
Basic
2
6
664
6
2023-05-23 15:21:39.082499
Poor
Yes
Weekly
House
476
1,179,688
21
Female
120,861
Divorced
1
High School
Employed
null
Suburban
Basic
3
18
651
8
2022-06-15 15:21:39.230483
Poor
No
Daily
Apartment
551
1,179,689
63
Female
14,093
Divorced
3
Master's
null
28.934107
Suburban
Basic
2
2
718
6
2020-03-19 15:21:39.090124
Good
No
Rarely
Apartment
683
1,179,690
60
Female
17,861
Single
0
Bachelor's
null
30.738674
Rural
Comprehensive
1
19
627
1
2024-06-03 15:21:39.079128
Average
Yes
Daily
Apartment
2,957
1,179,691
28
Female
26,776
Divorced
0
High School
null
3.049141
Rural
Premium
null
3
795
3
2019-12-23 15:21:39.131192
Good
No
Weekly
Condo
446
1,179,692
33
Female
105,784
Single
1
Master's
Unemployed
54.97699
Rural
Comprehensive
1
16
413
1
2021-09-20 15:21:39.155231
Good
Yes
Rarely
Condo
1,420
1,179,693
22
Male
20,687
Divorced
3
Master's
Employed
14.167836
Suburban
Basic
1
7
712
1
2021-10-06 15:21:39.134960
Poor
No
Daily
Condo
786
1,179,694
59
Female
5,936
Divorced
1
High School
Self-Employed
34.764328
Rural
Comprehensive
2
4
734
4
2022-11-04 15:21:39.091080
Good
Yes
Weekly
Apartment
391
1,179,695
33
Female
40,382
Married
0
High School
null
7.83872
Urban
Comprehensive
0
13
554
4
2024-06-10 15:21:39.134960
Good
No
Weekly
House
526
1,179,696
32
Female
16,092
Single
4
High School
null
44.982651
Urban
Comprehensive
0
7
661
1
2020-06-03 15:21:39.087123
Average
Yes
Daily
Apartment
1,335
1,179,697
47
Female
43,786
Single
2
Bachelor's
Employed
7.893846
Suburban
Premium
null
8
null
9
2020-04-12 15:21:39.092127
Average
Yes
Monthly
House
573
1,179,698
31
Female
29,137
Married
1
Master's
null
34.814235
Suburban
Basic
0
2
772
9
2021-06-09 15:21:39.251142
Good
No
Weekly
House
679
1,179,699
39
Female
30,963
Divorced
0
PhD
null
19.487557
Urban
Premium
3
1
730
5
2022-05-21 15:21:39.134960
Poor
Yes
Monthly
House
2,057