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
1,180,600
29
Female
4,701
Divorced
0
Bachelor's
null
25.581242
Rural
Premium
1
17
482
3
2024-04-30 15:21:39.197445
Average
Yes
Monthly
Condo
798
1,180,601
42
Female
66,782
Single
2
Master's
null
8.944084
Urban
Basic
0
13
429
3
2024-05-16 15:21:39.134960
Good
Yes
Rarely
Condo
603
1,180,602
53
Female
14,094
Married
1
PhD
Employed
41.366928
Rural
Premium
1
6
663
6
2020-07-27 15:21:39.199447
Average
No
Daily
Condo
988
1,180,603
46
Female
7,865
Single
2
Master's
null
14.029877
Suburban
Premium
0
7
602
5
2021-08-24 15:21:39.237118
Average
Yes
Weekly
House
1,432
1,180,604
24
Female
30,562
Single
0
Bachelor's
Self-Employed
19.693636
Rural
Basic
4
11
767
7
2021-06-13 15:21:39.105504
Good
No
Daily
Condo
1,344
1,180,605
26
Male
112,363
Married
4
Master's
Employed
21.345028
Suburban
Comprehensive
null
5
347
2
2023-11-30 15:21:39.237118
Average
No
Monthly
House
87
1,180,606
40
Female
29,079
Single
3
Bachelor's
Self-Employed
27.385618
Rural
Comprehensive
1
9
null
9
2024-07-04 15:21:39.205850
Poor
Yes
Weekly
House
562
1,180,607
55
Female
85,645
Married
2
High School
Employed
16.9444
Urban
Basic
1
7
363
3
2020-04-09 15:21:39.267454
Poor
Yes
Daily
Condo
643
1,180,608
47
Female
4,866
Married
2
PhD
Unemployed
3.869277
Urban
Comprehensive
0
8
704
9
2020-04-10 15:21:39.271453
null
Yes
Daily
House
439
1,180,609
18
Male
40,540
Single
0
High School
Employed
null
Urban
Comprehensive
0
0
null
3
2021-06-04 15:21:39.257696
Average
Yes
Daily
Condo
941
1,180,610
62
Male
126,634
Divorced
null
High School
Employed
19.766311
Urban
Premium
0
10
508
5
2021-03-03 15:21:39.237118
Poor
Yes
Rarely
Apartment
34
1,180,611
33
Female
6,890
Married
null
Master's
Employed
40.352564
Urban
Premium
null
10
588
3
2021-03-15 15:21:39.121169
Average
No
Rarely
Condo
1,225
1,180,612
61
Female
13,403
Single
0
High School
Unemployed
46.277325
Urban
Premium
1
8
697
4
2024-03-19 15:21:39.134960
Good
Yes
Rarely
Condo
478
1,180,613
64
Female
54,578
Single
0
High School
Employed
47.691703
Urban
Basic
1
5
439
6
2020-06-27 15:21:39.134960
Average
No
Monthly
Condo
985
1,180,614
57
Male
69,593
Divorced
0
High School
Employed
12.717679
Urban
Basic
0
7
340
4
2023-02-03 15:21:39.190215
Poor
Yes
Daily
Apartment
2,063
1,180,615
47
Male
29,503
Single
4
Bachelor's
null
27.737655
Urban
Comprehensive
1
1
738
3
2021-10-19 15:21:39.204201
Poor
Yes
Weekly
House
909
1,180,616
33
Female
25,558
Divorced
3
Master's
Employed
36.302797
Rural
Premium
0
2
515
2
2024-05-29 15:21:39.268507
Average
No
Rarely
Apartment
250
1,180,617
30
Male
2,989
Divorced
3
High School
Unemployed
null
Suburban
Premium
0
9
null
7
2023-09-02 15:21:39.145732
Poor
Yes
Rarely
Condo
556
1,180,618
45
Female
8,891
Single
1
High School
null
28.764504
Rural
Comprehensive
null
17
683
4
2020-05-08 15:21:39.155231
Good
Yes
Daily
Condo
1,221
1,180,619
44
Female
24,761
null
1
Master's
Unemployed
34.60964
Rural
Basic
0
1
562
5
2023-03-09 15:21:39.102694
Good
Yes
Daily
Apartment
1,592
1,180,620
23
Male
46,315
Divorced
0
Master's
Self-Employed
24.282538
Rural
Comprehensive
null
11
485
7
2024-05-20 15:21:39.134960
Average
No
Rarely
Condo
1,271
1,180,621
21
Female
17
Married
2
High School
Unemployed
21.637165
Urban
Premium
0
1
781
5
2020-05-09 15:21:39.206847
Average
Yes
Daily
Apartment
447
1,180,622
35
Male
1,178
Single
1
Bachelor's
null
20.783059
Urban
Basic
1
11
398
2
2023-03-07 15:21:39.288099
Average
Yes
Weekly
Apartment
538
1,180,623
31
Female
10,164
Married
4
Master's
null
15.827083
Suburban
Premium
null
5
577
9
2021-11-19 15:21:39.083497
Good
No
Daily
House
26
1,180,624
58
Male
39,749
Married
3
Bachelor's
Self-Employed
null
Urban
Comprehensive
null
6
null
8
2021-05-25 15:21:39.089116
Good
Yes
Monthly
Condo
1,534
1,180,625
37
Female
17,677
Divorced
3
PhD
Employed
16.460869
Rural
Premium
null
19
535
3
2022-02-26 15:21:39.128286
Poor
No
Daily
House
1,326
1,180,626
21
Male
56,696
Married
4
PhD
Unemployed
24.051252
Suburban
Comprehensive
1
7
null
7
2023-02-03 15:21:39.126661
null
Yes
Weekly
Condo
2,355
1,180,627
35
Male
57,955
Married
0
PhD
Unemployed
null
Suburban
Comprehensive
0
14
462
6
2023-01-13 15:21:39.237118
Good
Yes
Daily
Apartment
3,356
1,180,628
46
Female
19,924
Divorced
1
Bachelor's
null
34.096678
Suburban
Comprehensive
null
9
523
4
2020-11-04 15:21:39.245086
Good
No
Rarely
Apartment
260
1,180,629
51
Female
16,076
Divorced
4
Master's
Employed
41.503425
Suburban
Comprehensive
2
5
null
1
2022-06-02 15:21:39.246098
Poor
No
Weekly
Condo
1,603
1,180,630
40
Female
25,720
Divorced
4
PhD
null
27.91328
Rural
Basic
null
1
441
6
2022-05-02 15:21:39.134960
Poor
Yes
Monthly
Condo
4,044
1,180,631
null
Male
61,347
Divorced
2
Bachelor's
null
9.330054
Suburban
Premium
0
2
781
1
2019-09-05 15:21:39.134960
Good
Yes
Daily
Apartment
3,382
1,180,632
63
Female
66,522
Divorced
2
High School
Employed
51.97468
Rural
Premium
1
0
569
3
2022-08-31 15:21:39.170099
Poor
Yes
Weekly
Condo
861
1,180,633
47
Male
639
Divorced
2
High School
null
null
Urban
Comprehensive
null
14
677
3
2024-07-31 15:21:39.106582
Good
No
Daily
Condo
563
1,180,634
18
Male
139,814
Divorced
2
PhD
Employed
38.282881
Rural
Premium
null
13
820
9
2022-04-04 15:21:39.220389
Poor
Yes
Weekly
House
105
1,180,635
48
Female
17,086
Married
1
PhD
Self-Employed
14.848644
Urban
Basic
null
3
825
7
2021-07-07 15:21:39.237118
Average
No
Weekly
House
1,057
1,180,636
50
Female
108,823
Divorced
3
PhD
Self-Employed
17.982797
Urban
Basic
null
19
682
2
2023-05-10 15:21:39.276901
Poor
No
Weekly
House
56
1,180,637
22
Female
12,917
Married
4
Master's
null
22.959214
Urban
Basic
null
17
null
5
2021-02-13 15:21:39.176717
Average
Yes
Daily
Apartment
159
1,180,638
37
Female
113,412
Single
0
High School
Unemployed
35.095045
Urban
Basic
1
12
445
1
2020-12-18 15:21:39.175719
Poor
Yes
Monthly
Condo
1,186
1,180,639
20
Male
7,818
Married
3
High School
null
22.385625
Urban
Comprehensive
0
17
null
6
2021-08-26 15:21:39.155231
Average
Yes
Monthly
House
196
1,180,640
38
Female
14,077
Single
3
High School
null
16.816052
Rural
Basic
1
13
667
9
2021-08-22 15:21:39.134960
Good
Yes
Weekly
Condo
1,313
1,180,641
28
Female
25,155
Married
3
Bachelor's
Employed
7.985918
Urban
Basic
null
15
634
2
2020-04-29 15:21:39.154008
Good
Yes
Monthly
Apartment
1,836
1,180,642
29
Male
10,897
Single
1
Bachelor's
null
8.164546
Suburban
Premium
0
5
446
2
2022-08-22 15:21:39.172097
Average
Yes
Monthly
Apartment
454
1,180,643
56
Female
6,548
Married
2
PhD
Unemployed
17.988584
Urban
Premium
null
15
738
6
2022-05-08 15:21:39.283783
Good
No
Weekly
House
651
1,180,644
57
Male
66,545
Divorced
3
PhD
null
28.091654
Urban
Comprehensive
1
0
447
9
2023-07-28 15:21:39.155231
Poor
No
Daily
House
1,465
1,180,645
25
Male
14,861
Married
3
Master's
Self-Employed
44.904146
Urban
Premium
null
13
null
3
2020-08-11 15:21:39.145732
Good
No
Daily
House
1,308
1,180,646
56
Female
54,617
Single
1
Master's
null
15.590638
Suburban
Comprehensive
null
8
316
3
2023-03-07 15:21:39.134960
Poor
Yes
Daily
House
2,101
1,180,647
44
Male
3,326
Single
0
PhD
null
44.266428
Suburban
Premium
null
4
590
9
2023-08-13 15:21:39.194829
Poor
No
Weekly
Condo
2,940
1,180,648
40
Male
407
Single
0
Bachelor's
null
15.912683
Rural
Premium
null
17
703
8
2024-05-06 15:21:39.226954
null
No
Daily
House
2,714
1,180,649
32
Female
18,487
Married
3
PhD
null
28.247954
Rural
Comprehensive
1
16
809
4
2022-10-14 15:21:39.236064
Good
Yes
Daily
House
566
1,180,650
31
Male
10,464
Divorced
3
PhD
Self-Employed
24.824137
Suburban
Premium
1
6
null
5
2022-11-12 15:21:39.268507
null
No
Weekly
House
1,562
1,180,651
63
Female
82,907
Single
3
PhD
null
14.738598
Urban
Comprehensive
null
12
301
6
2019-11-01 15:21:39.105192
Good
No
Daily
Condo
707
1,180,652
57
Female
27,749
Married
4
PhD
Self-Employed
31.611482
Suburban
Comprehensive
1
13
659
4
2021-12-23 15:21:39.166062
Poor
No
Rarely
Condo
1,057
1,180,653
50
Female
83,608
Single
4
PhD
Unemployed
37.849178
Urban
Basic
2
4
678
6
2024-04-30 15:21:39.246098
Average
Yes
Rarely
Condo
377
1,180,654
34
Male
8,098
Single
4
High School
Employed
17.72429
Urban
Basic
null
6
null
2
2020-09-07 15:21:39.187211
Poor
No
Weekly
Apartment
704
1,180,655
59
Male
6,986
Married
4
Bachelor's
Self-Employed
12.415906
Rural
Comprehensive
null
4
666
5
2023-09-20 15:21:39.116179
Average
Yes
Monthly
Apartment
698
1,180,656
51
Female
26,894
Single
3
High School
null
30.812161
Urban
Premium
null
0
626
5
2023-09-24 15:21:39.233485
Average
No
Daily
Apartment
778
1,180,657
35
Male
2,981
Divorced
1
High School
Employed
42.928178
Rural
Comprehensive
1
6
712
1
2022-11-18 15:21:39.281787
Good
No
Rarely
Apartment
2,351
1,180,658
30
Male
125,291
Single
1
High School
Employed
48.052283
Rural
Basic
1
0
817
4
2019-08-31 15:21:39.225916
Average
No
Weekly
House
191
1,180,659
27
Female
18,051
Divorced
2
Bachelor's
Employed
31.584839
Urban
Basic
2
6
576
2
2023-02-20 15:21:39.175719
Good
No
Weekly
Apartment
685
1,180,660
62
Male
67,522
Married
null
PhD
Unemployed
23.293475
Urban
Comprehensive
null
10
839
5
2021-06-27 15:21:39.231531
Poor
Yes
Weekly
House
421
1,180,661
43
Female
93,330
Married
1
High School
Employed
52.272961
Urban
Premium
0
1
626
6
2023-06-27 15:21:39.188220
Good
Yes
Daily
Apartment
573
1,180,662
48
Female
1,495
Married
3
High School
Self-Employed
51.908302
Suburban
Comprehensive
0
9
664
1
2023-02-24 15:21:39.237118
Average
Yes
Rarely
House
1,173
1,180,663
27
Male
72,842
Single
1
Master's
Employed
39.752739
Suburban
Premium
1
8
413
2
2022-01-09 15:21:39.285112
Average
Yes
Daily
Apartment
1,431
1,180,664
30
Female
2,844
Divorced
2
PhD
Employed
4.541006
Suburban
Comprehensive
0
10
446
3
2024-03-29 15:21:39.117183
Average
No
Daily
Apartment
713
1,180,665
21
Female
4,433
Single
null
Bachelor's
Self-Employed
13.816285
Suburban
Basic
null
1
481
7
2020-08-15 15:21:39.171102
Good
No
Monthly
House
677
1,180,666
54
Male
1,526
Married
2
Master's
Employed
46.441932
Suburban
Comprehensive
null
15
772
5
2022-09-10 15:21:39.108562
Average
No
Monthly
House
322
1,180,667
30
Female
28,892
Single
4
PhD
Self-Employed
32.132816
Suburban
Comprehensive
0
1
403
2
2020-02-29 15:21:39.150730
Poor
Yes
Weekly
Condo
2,592
1,180,668
64
Female
25,838
Single
4
Master's
Unemployed
26.923557
Rural
Basic
null
11
814
8
2023-08-12 15:21:39.151732
Poor
No
Rarely
House
1,179
1,180,669
29
Male
1,328
Married
4
PhD
Employed
38.014821
Rural
Basic
2
11
623
5
2020-06-07 15:21:39.132191
Good
Yes
Rarely
House
1,335
1,180,670
27
Female
56,621
Married
2
PhD
Employed
50.993027
Urban
Basic
null
7
603
8
2020-05-18 15:21:39.106582
Good
Yes
Weekly
Condo
2,082
1,180,671
28
Male
78,410
Married
4
PhD
Unemployed
13.547231
Rural
Basic
0
18
381
1
2023-10-11 15:21:39.286113
Good
Yes
Daily
Apartment
2,014
1,180,672
44
Female
35,200
Divorced
2
Bachelor's
Unemployed
5.788791
Suburban
Comprehensive
1
1
538
7
2021-10-10 15:21:39.133866
Poor
Yes
Rarely
Condo
49
1,180,673
38
Male
32,159
Divorced
3
Bachelor's
Self-Employed
23.854148
Rural
Comprehensive
1
9
766
2
2021-04-12 15:21:39.180553
Poor
Yes
Rarely
Condo
1,579
1,180,674
30
Male
44,718
Married
3
Bachelor's
Self-Employed
26.247424
Rural
Premium
null
14
null
8
2023-02-05 15:21:39.251142
Average
No
Daily
Condo
1,238
1,180,675
24
Male
54,371
Single
4
Bachelor's
Unemployed
18.690145
Urban
Comprehensive
3
9
698
1
2019-08-20 15:21:39.237118
null
Yes
Rarely
Condo
128
1,180,676
40
Male
10,998
Divorced
1
PhD
Employed
41.143558
Rural
Comprehensive
null
3
520
2
2023-05-16 15:21:39.134960
null
Yes
Daily
House
818
1,180,677
25
Female
9,071
Single
2
PhD
null
23.788725
Rural
Basic
1
0
740
9
2020-05-27 15:21:39.254678
Poor
Yes
Weekly
Apartment
1,410
1,180,678
43
Male
11,134
Single
4
Bachelor's
null
null
Urban
Premium
null
15
798
1
2022-08-30 15:21:39.253660
Good
No
Rarely
Apartment
115
1,180,679
20
Female
2,552
Divorced
0
PhD
Employed
null
Urban
Comprehensive
1
1
688
3
2024-03-19 15:21:39.182597
Poor
No
Rarely
House
1,274
1,180,680
19
Female
3,872
Married
0
High School
Unemployed
41.271949
Urban
Comprehensive
2
7
637
6
2019-11-16 15:21:39.259788
Average
No
Rarely
Apartment
545
1,180,681
34
Female
129,715
Married
2
High School
Employed
51.078424
Suburban
Premium
1
2
742
7
2019-12-26 15:21:39.186212
Poor
No
Monthly
Condo
1,147
1,180,682
60
Male
null
Married
3
Master's
Unemployed
21.092822
Urban
Basic
1
7
395
8
2023-06-16 15:21:39.170099
Good
Yes
Monthly
Apartment
828
1,180,683
21
Male
25,654
Single
2
High School
Unemployed
11.008026
Suburban
Comprehensive
1
16
678
1
2024-06-05 15:21:39.205850
Poor
No
Monthly
Condo
1,089
1,180,684
59
Female
4,856
Single
2
Master's
Self-Employed
35.057944
Suburban
Basic
0
10
459
8
2022-11-07 15:21:39.090124
Average
No
Daily
House
1,738
1,180,685
21
Male
141,815
Divorced
null
Master's
Employed
18.858243
Rural
Basic
1
7
613
8
2024-05-06 15:21:39.245086
Good
Yes
Weekly
House
130
1,180,686
46
Female
4,440
Single
null
Bachelor's
Unemployed
34.636764
Rural
Comprehensive
3
11
753
9
2022-11-07 15:21:39.090124
Average
No
Daily
House
838
1,180,687
42
Male
49,739
Single
3
Master's
Employed
39.564674
Urban
Comprehensive
null
1
null
8
2020-10-19 15:21:39.264504
null
Yes
Rarely
Apartment
358
1,180,688
31
Male
24,897
Married
0
PhD
Unemployed
9.918874
Suburban
Comprehensive
1
9
null
6
2022-08-04 15:21:39.133866
Average
No
Weekly
Condo
881
1,180,689
37
Female
18,206
Single
2
High School
null
37.38203
Rural
Premium
null
12
798
4
2022-06-28 15:21:39.251142
Poor
Yes
Monthly
Condo
1,054
1,180,690
32
Female
14,413
Married
3
PhD
Self-Employed
17.471096
Suburban
Premium
2
6
537
1
2022-07-18 15:21:39.134960
Poor
No
Monthly
House
179
1,180,691
25
Female
23,443
Divorced
null
Master's
null
16.809619
Suburban
Basic
0
9
431
1
2020-05-01 15:21:39.079128
Poor
No
Monthly
Condo
682
1,180,692
56
Female
97,850
Married
2
Master's
Unemployed
15.666486
Suburban
Basic
null
19
764
3
2019-10-14 15:21:39.123711
Poor
No
Rarely
Condo
1,904
1,180,693
59
Male
3,354
Single
3
PhD
Self-Employed
17.959018
Suburban
Premium
0
17
322
4
2022-08-11 15:21:39.189223
Good
No
Daily
Apartment
939
1,180,694
56
Female
8,093
Single
null
PhD
Self-Employed
12.87213
Suburban
Comprehensive
null
15
492
7
2023-12-21 15:21:39.237118
Average
No
Daily
Condo
944
1,180,695
64
Female
4,664
Single
2
High School
Employed
15.097268
Rural
Comprehensive
0
0
310
1
2024-04-12 15:21:39.123711
Good
No
Daily
House
446
1,180,696
41
Male
28,305
Divorced
2
High School
Self-Employed
23.711857
Suburban
Premium
null
6
498
6
2024-03-07 15:21:39.192212
Average
No
Rarely
Condo
1,829
1,180,697
30
Male
78,582
Divorced
1
Master's
Self-Employed
11.772013
Rural
Basic
null
4
440
1
2023-08-16 15:21:39.134960
Good
Yes
Monthly
Condo
288
1,180,698
55
Male
11,536
Married
0
High School
Self-Employed
14.593928
Suburban
Basic
0
17
null
7
2024-07-04 15:21:39.095696
Average
Yes
Monthly
Apartment
758
1,180,699
19
Female
28,493
Divorced
2
High School
Employed
33.161548
Urban
Basic
null
7
542
9
2024-06-21 15:21:39.155231
Good
No
Monthly
Condo
903