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
21,700
45
Female
23,587
Divorced
1
PhD
Employed
7.891745
Rural
Premium
0
19
762
9
2022-06-13 15:21:39.107553
Good
No
Daily
House
907
21,701
52
Male
15,881
Married
4
PhD
Self-Employed
33.039202
Rural
Comprehensive
null
2
534
2
2023-10-14 15:21:39.263607
Average
Yes
Monthly
Condo
870
21,702
35
Male
36,378
Divorced
3
PhD
Unemployed
23.025426
Suburban
Premium
1
3
690
6
2021-08-04 15:21:39.207847
Poor
No
Monthly
Condo
485
21,703
64
Male
null
Divorced
0
Bachelor's
null
15.187559
Suburban
Comprehensive
0
12
409
5
2020-04-02 15:21:39.188220
Poor
Yes
Weekly
Condo
466
21,704
57
Female
55,153
Divorced
4
Master's
Self-Employed
42.336792
Urban
Comprehensive
null
19
497
1
2023-12-20 15:21:39.085129
null
No
Rarely
Condo
1,521
21,705
31
Female
27,087
Divorced
null
High School
Self-Employed
49.515877
Urban
Basic
0
7
588
3
2021-08-05 15:21:39.233998
Average
Yes
Rarely
Apartment
276
21,706
25
Male
38,245
Married
1
Master's
null
32.977359
Urban
Comprehensive
null
5
438
2
2023-12-23 15:21:39.181605
Good
Yes
Rarely
Apartment
45
21,707
49
Female
32,010
Single
3
High School
Employed
27.788056
Suburban
Basic
1
0
716
8
2021-11-29 15:21:39.283783
Poor
No
Daily
Apartment
431
21,708
47
Male
14,439
Married
4
Bachelor's
Employed
16.516719
Rural
Comprehensive
0
17
null
8
2022-05-10 15:21:39.226954
Good
No
Rarely
Condo
196
21,709
26
Female
16,339
Single
null
PhD
Employed
16.417434
Rural
Premium
null
0
647
9
2021-08-23 15:21:39.199447
Average
Yes
Daily
Apartment
1,654
21,710
56
Female
18,705
Single
3
PhD
null
20.372236
Urban
Comprehensive
null
7
null
5
2020-05-27 15:21:39.248098
Poor
No
Weekly
Apartment
776
21,711
45
Male
60,542
Divorced
2
High School
Self-Employed
null
Rural
Comprehensive
1
0
498
5
2021-11-11 15:21:39.121169
null
Yes
Weekly
Condo
827
21,712
22
Male
20,996
Married
null
PhD
Self-Employed
38.074687
Urban
Premium
3
14
528
7
2021-05-17 15:21:39.261856
Average
Yes
Rarely
Apartment
813
21,713
53
Female
122,017
Single
1
High School
Employed
30.62268
Urban
Basic
1
9
796
5
2019-09-28 15:21:39.265513
Poor
No
Monthly
Apartment
2,769
21,714
40
Female
487
Divorced
1
PhD
null
16.145551
Suburban
Basic
null
6
null
3
2020-08-03 15:21:39.192212
Good
No
Rarely
Condo
110
21,715
44
Female
7,892
Married
4
Bachelor's
null
25.812134
Rural
Comprehensive
4
12
842
8
2024-01-03 15:21:39.102694
Average
Yes
Weekly
Condo
2,534
21,716
22
Male
1,035
Married
4
Bachelor's
Unemployed
43.813293
Urban
Comprehensive
1
18
621
3
2021-02-24 15:21:39.134960
Poor
Yes
Monthly
House
2,741
21,717
49
Male
25,602
Married
1
Bachelor's
Employed
35.591469
Rural
Comprehensive
1
2
447
2
2022-02-15 15:21:39.176717
Average
No
Daily
Apartment
1,077
21,718
38
Male
28,649
Single
1
Bachelor's
null
31.963286
Urban
Comprehensive
0
15
305
6
2021-03-30 15:21:39.104139
Average
No
Weekly
Condo
1,140
21,719
27
Male
16,272
Married
1
Bachelor's
Employed
11.906353
Rural
Comprehensive
null
7
698
2
2019-09-16 15:21:39.168099
Average
Yes
Monthly
Apartment
1,534
21,720
57
Female
16,983
Single
1
Master's
null
25.849289
Rural
Premium
null
12
569
1
2023-07-12 15:21:39.237118
Poor
Yes
Rarely
House
668
21,721
40
Female
10,881
Divorced
4
Master's
Self-Employed
37.857387
Urban
Premium
null
16
796
5
2022-11-17 15:21:39.098696
Average
No
Weekly
Condo
29
21,722
62
Female
3,468
Divorced
2
Bachelor's
Unemployed
10.878451
Urban
Basic
0
13
394
1
2022-12-22 15:21:39.253660
Poor
No
Rarely
Apartment
830
21,723
26
Female
73,535
Divorced
1
Bachelor's
Self-Employed
13.979751
Suburban
Comprehensive
2
18
775
5
2021-12-30 15:21:39.172097
Average
Yes
Monthly
Apartment
2,098
21,724
19
Male
5,901
Married
1
Master's
null
24.433973
Suburban
Basic
3
7
625
7
2024-08-15 15:21:39.089116
Poor
Yes
Rarely
House
1,015
21,725
18
Female
36,891
Single
3
PhD
Employed
11.96579
Suburban
Premium
1
18
695
9
2022-04-10 15:21:39.237118
Poor
Yes
Daily
Apartment
265
21,726
44
Female
36,270
Divorced
2
Bachelor's
Self-Employed
20.977343
Rural
Premium
2
9
849
5
2023-07-04 15:21:39.192212
Average
No
Rarely
Apartment
573
21,727
61
Female
552
Single
4
High School
null
5.446572
Rural
Basic
1
13
366
9
2023-05-06 15:21:39.188220
Poor
Yes
Weekly
House
150
21,728
null
Male
5,094
Divorced
2
Bachelor's
null
18.409944
Suburban
Basic
0
7
null
9
2019-09-05 15:21:39.279729
Good
Yes
Rarely
Condo
1,604
21,729
46
Female
2,460
Divorced
3
PhD
null
43.26361
Suburban
Premium
2
16
641
6
2024-04-09 15:21:39.151732
Good
No
Rarely
House
179
21,730
57
Male
738
Single
3
PhD
null
40.965235
Urban
Comprehensive
null
1
846
3
2023-02-02 15:21:39.226954
Poor
No
Daily
House
2,088
21,731
59
Male
14,082
Single
1
PhD
Employed
13.933145
Urban
Comprehensive
1
18
null
4
2024-05-28 15:21:39.097737
Good
No
Weekly
House
854
21,732
47
Male
25,169
Married
null
Master's
Employed
19.951143
Urban
Comprehensive
1
18
580
2
2022-01-26 15:21:39.131192
Average
Yes
Weekly
House
171
21,733
23
Female
758
Divorced
4
Master's
Unemployed
null
Suburban
Basic
1
18
740
9
2022-03-14 15:21:39.191219
Poor
Yes
Rarely
Apartment
728
21,734
53
Male
5,711
Single
3
Master's
Employed
10.788433
Urban
Premium
0
11
847
1
2020-11-20 15:21:39.202448
Average
No
Rarely
Apartment
2,634
21,735
26
Female
53,801
Divorced
1
Bachelor's
Employed
32.161734
Urban
Basic
0
5
398
2
2024-01-03 15:21:39.112553
Poor
No
Rarely
House
2,408
21,736
41
Male
14,082
Single
1
Bachelor's
Self-Employed
21.927543
Rural
Premium
null
1
null
1
2021-10-01 15:21:39.257696
Good
No
Daily
House
2,360
21,737
41
Female
66,883
Single
1
Master's
null
15.151074
Suburban
Premium
null
3
498
6
2022-11-26 15:21:39.134960
Good
Yes
Daily
House
2,225
21,738
39
Male
2,968
Divorced
2
PhD
null
39.565469
Urban
Basic
null
10
615
3
2024-07-25 15:21:39.170099
Average
No
Weekly
Condo
172
21,739
55
Female
31,053
Divorced
2
High School
Employed
12.959507
Suburban
Premium
1
12
746
6
2022-07-23 15:21:39.172097
Average
Yes
Daily
Condo
1,062
21,740
29
Female
25,056
Married
3
High School
Unemployed
9.060576
Urban
Comprehensive
0
14
749
5
2023-01-14 15:21:39.210805
Good
Yes
Weekly
Apartment
945
21,741
21
Male
11,566
Single
2
Master's
Self-Employed
18.425846
Urban
Basic
null
12
331
8
2020-06-03 15:21:39.270454
Good
No
Monthly
Condo
1,720
21,742
60
Female
17,072
Single
2
Bachelor's
Employed
26.081675
Rural
Basic
1
6
754
3
2023-08-28 15:21:39.279729
null
No
Daily
House
619
21,743
34
Male
27,773
Married
3
PhD
Self-Employed
6.717702
Rural
Basic
2
6
727
3
2023-03-10 15:21:39.237118
Poor
No
Monthly
Apartment
48
21,744
18
Female
3,872
Single
null
Bachelor's
Unemployed
null
Urban
Basic
1
10
null
6
2021-02-06 15:21:39.205850
Good
Yes
Rarely
Condo
1,420
21,745
59
Female
2,492
Married
2
High School
Unemployed
10.906237
Urban
Premium
null
17
362
8
2020-12-04 15:21:39.134960
Good
Yes
Daily
Apartment
1,396
21,746
37
Male
19,061
Divorced
0
High School
Unemployed
21.926118
Suburban
Basic
null
13
599
8
2021-11-25 15:21:39.263607
Good
No
Daily
Condo
2,095
21,747
57
Male
2,512
Divorced
3
Bachelor's
null
15.077418
Suburban
Comprehensive
null
1
371
5
2022-11-26 15:21:39.206847
Average
No
Weekly
House
24
21,748
50
Female
1,326
Single
4
PhD
Employed
6.926408
Suburban
Basic
2
6
645
4
2020-03-09 15:21:39.096739
Poor
Yes
Monthly
House
523
21,749
35
Male
43,901
Married
null
High School
Self-Employed
28.453437
Suburban
Premium
null
6
434
9
2022-01-29 15:21:39.079128
Average
Yes
Weekly
Apartment
543
21,750
23
Female
2,453
Married
1
Bachelor's
Self-Employed
12.879149
Suburban
Premium
null
6
311
3
2022-10-14 15:21:39.235012
Average
No
Monthly
Condo
932
21,751
61
Female
33,012
Single
2
Bachelor's
null
21.581481
Urban
Basic
2
5
null
1
2021-12-28 15:21:39.237118
null
Yes
Daily
Condo
1,329
21,752
47
Female
16,023
Single
3
High School
null
8.93637
Urban
Basic
0
9
null
2
2020-05-28 15:21:39.237118
null
Yes
Rarely
Condo
118
21,753
63
Female
62,173
Divorced
2
Bachelor's
Employed
14.04977
Suburban
Premium
0
2
427
7
2023-06-02 15:21:39.097737
Good
Yes
Weekly
House
718
21,754
38
Male
27,709
Single
4
Master's
null
18.411414
Suburban
Premium
0
7
733
3
2022-02-06 15:21:39.155231
Average
Yes
Weekly
Condo
620
21,755
27
Female
678
Married
1
Bachelor's
Unemployed
19.919013
Suburban
Basic
3
6
692
8
2021-01-25 15:21:39.155231
Good
Yes
Rarely
House
785
21,756
61
Male
998
Single
3
Master's
Self-Employed
19.515617
Rural
Basic
1
14
565
4
2022-07-20 15:21:39.120168
Average
Yes
Daily
House
394
21,757
42
Male
101,914
Divorced
2
PhD
Self-Employed
25.3377
Rural
Premium
null
1
311
8
2020-12-29 15:21:39.226954
Average
Yes
Monthly
House
567
21,758
41
Male
18,167
Divorced
3
PhD
Employed
17.979352
Urban
Comprehensive
0
1
691
2
2019-11-02 15:21:39.279729
Poor
No
Rarely
House
536
21,759
24
Male
14,061
Divorced
0
Bachelor's
Employed
26.231537
Urban
Basic
null
13
null
4
2019-10-21 15:21:39.252145
Average
No
Daily
House
1,354
21,760
23
Male
28,776
Married
3
PhD
Employed
33.881908
Rural
Comprehensive
0
11
819
8
2021-08-30 15:21:39.134960
Good
No
Daily
Condo
587
21,761
58
Female
106,512
Single
4
Bachelor's
null
44.749844
Suburban
Basic
2
13
575
6
2020-11-21 15:21:39.172097
Average
Yes
Daily
Condo
100
21,762
null
Male
4,943
Single
1
PhD
Unemployed
13.988246
Suburban
Comprehensive
0
6
464
3
2022-05-04 15:21:39.187211
Poor
Yes
Weekly
Condo
629
21,763
45
Male
13,982
Single
0
Bachelor's
Self-Employed
null
Urban
Basic
0
4
662
5
2020-12-30 15:21:39.207847
Average
No
Daily
House
727
21,764
58
Male
43,833
Married
3
High School
Employed
11.067606
Rural
Premium
null
17
null
6
2023-01-28 15:21:39.254678
Average
Yes
Weekly
Apartment
635
21,765
57
Female
28,332
Divorced
4
Bachelor's
Employed
20.668936
Rural
Comprehensive
0
7
791
3
2019-08-18 15:21:39.180553
Average
No
Weekly
Condo
966
21,766
55
Female
null
Divorced
2
High School
Employed
23.50551
Suburban
Premium
3
5
442
3
2021-12-12 15:21:39.236064
Poor
No
Daily
Condo
1,094
21,767
21
Male
25,642
Married
4
PhD
Self-Employed
32.812337
Urban
Comprehensive
1
5
831
6
2020-05-10 15:21:39.244069
Average
Yes
Monthly
House
729
21,768
51
Male
40,978
null
2
Master's
Self-Employed
19.098368
Rural
Comprehensive
null
18
582
7
2020-10-09 15:21:39.181605
Average
No
Monthly
Apartment
48
21,769
49
Female
102,772
Divorced
4
High School
Unemployed
17.95289
Rural
Premium
null
13
452
3
2023-08-09 15:21:39.155231
Good
Yes
Rarely
House
1,045
21,770
47
Female
32,493
Divorced
4
PhD
Employed
18.739681
Rural
Premium
0
7
818
9
2020-09-09 15:21:39.219432
Poor
No
Daily
Apartment
571
21,771
20
Male
2,663
Married
1
High School
null
38.136602
Suburban
Premium
1
15
null
1
2023-07-30 15:21:39.198406
Average
No
Daily
Condo
247
21,772
64
Female
8,094
Single
2
Master's
null
16.158801
Suburban
Basic
1
10
815
4
2024-02-08 15:21:39.149731
Average
Yes
Rarely
House
2,346
21,773
18
Male
105,591
Divorced
3
Master's
Self-Employed
20.170573
Suburban
Basic
0
6
371
8
2019-09-27 15:21:39.248098
Poor
No
Weekly
Apartment
371
21,774
39
Female
null
Married
null
Master's
Self-Employed
16.708507
Rural
Premium
null
14
361
8
2023-10-27 15:21:39.190215
Average
No
Rarely
House
2,406
21,775
23
Male
29,702
Single
4
Master's
Self-Employed
13.392863
Rural
Basic
2
3
null
5
2021-08-26 15:21:39.245086
null
No
Rarely
Apartment
3,974
21,776
30
Male
35,781
Single
3
High School
Self-Employed
7.985711
Suburban
Comprehensive
null
19
718
8
2023-03-18 15:21:39.198406
Good
No
Rarely
Apartment
1,149
21,777
42
Female
115,913
Single
4
Master's
Employed
18.597787
Rural
Premium
0
7
751
7
2022-03-23 15:21:39.250151
Average
Yes
Daily
Condo
102
21,778
36
Female
26,700
Divorced
2
High School
Employed
29.487534
Rural
Premium
null
16
751
3
2021-02-20 15:21:39.261856
Good
No
Daily
Apartment
33
21,779
46
Female
15,215
Married
1
Bachelor's
Unemployed
25.722283
Suburban
Comprehensive
0
1
731
9
2022-09-10 15:21:39.121169
Poor
No
Monthly
Apartment
786
21,780
61
Male
51,320
Divorced
null
Bachelor's
null
24.904359
Rural
Basic
null
13
425
7
2023-12-19 15:21:39.254678
Average
Yes
Weekly
Apartment
1,373
21,781
30
Female
38,518
Married
3
Master's
Unemployed
6.073803
Urban
Comprehensive
2
9
713
3
2023-09-05 15:21:39.222387
Poor
No
Weekly
Condo
873
21,782
36
Female
2,769
Single
null
PhD
null
25.261233
Suburban
Basic
0
14
447
4
2022-03-10 15:21:39.155231
Poor
Yes
Daily
Condo
692
21,783
47
Male
125,910
Divorced
1
Master's
null
null
Urban
Basic
1
13
477
5
2021-07-09 15:21:39.134960
Average
No
Weekly
Apartment
1,284
21,784
40
Male
38,053
Single
3
Master's
Employed
12.002904
Urban
Premium
null
1
683
3
2023-05-26 15:21:39.204790
Average
Yes
Weekly
House
1,179
21,785
55
Male
6,880
Single
2
High School
Unemployed
27.828684
Urban
Premium
null
12
579
6
2020-12-01 15:21:39.134960
Average
No
Rarely
House
963
21,786
46
Female
2,989
Married
4
Master's
Employed
24.826804
Urban
Comprehensive
0
8
759
5
2024-07-15 15:21:39.151732
Average
Yes
Monthly
Condo
37
21,787
40
Male
34,221
Married
null
High School
Unemployed
37.640726
Rural
Comprehensive
null
3
783
2
2024-05-03 15:21:39.095696
Good
Yes
Daily
Condo
518
21,788
56
Female
28,408
Divorced
1
High School
null
5.078332
Rural
Premium
1
2
804
4
2020-03-29 15:21:39.237118
Poor
Yes
Monthly
Condo
340
21,789
25
Female
6,051
Single
1
Master's
null
17.386478
Suburban
Basic
2
14
713
7
2021-07-01 15:21:39.155231
Good
No
Daily
Condo
1,665
21,790
59
Female
31,266
Single
2
Bachelor's
Unemployed
11.584432
Rural
Basic
0
16
672
5
2023-06-01 15:21:39.206847
Poor
No
Monthly
House
1,241
21,791
25
Male
null
Single
4
High School
Unemployed
14.690863
Urban
Comprehensive
1
14
404
1
2023-06-27 15:21:39.193945
Average
No
Daily
Apartment
657
21,792
27
Female
6,053
Divorced
null
Master's
Unemployed
9.981347
Suburban
Basic
null
10
498
3
2022-06-15 15:21:39.180553
Good
No
Monthly
House
1,540
21,793
34
Male
1,183
Single
3
PhD
Self-Employed
46.906395
Rural
Comprehensive
2
11
464
3
2023-01-29 15:21:39.132191
Average
No
Daily
House
63
21,794
20
Female
24,079
Married
2
PhD
null
7.012736
Urban
Comprehensive
1
3
675
1
2021-09-13 15:21:39.085129
Average
No
Weekly
Apartment
1,377
21,795
60
Female
29,554
Divorced
3
Master's
Employed
23.183894
Rural
Basic
1
14
826
6
2019-09-09 15:21:39.149731
Good
No
Weekly
House
2,495
21,796
44
Male
516
Divorced
2
Master's
Self-Employed
30.774442
Urban
Comprehensive
null
9
661
1
2022-03-31 15:21:39.168099
Poor
No
Rarely
House
2,560
21,797
37
Male
14,602
Divorced
null
Master's
null
14.597592
Rural
Premium
1
5
null
9
2022-06-02 15:21:39.132191
Good
Yes
Monthly
Apartment
1,354
21,798
25
Male
11,387
Married
4
Master's
null
23.854344
Urban
Premium
2
10
670
6
2021-02-16 15:21:39.097737
Poor
No
Daily
House
821
21,799
40
Female
6,927
Married
0
Master's
Unemployed
28.879606
Urban
Comprehensive
null
6
null
9
2020-11-01 15:21:39.194829
Average
Yes
Daily
House
1,354