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
1,186,700
30
Male
26,582
Single
null
Bachelor's
null
46.527014
Urban
Comprehensive
1
2
514
3
2024-06-12 15:21:39.155231
Good
No
Daily
Apartment
2,211
1,186,701
21
Female
26,287
Single
4
Master's
Self-Employed
41.471104
Urban
Comprehensive
0
16
425
1
2021-10-29 15:21:39.266452
Good
Yes
Monthly
Condo
1,983
1,186,702
63
Female
null
Divorced
4
Master's
Self-Employed
13.818168
Suburban
Comprehensive
0
1
556
2
2024-03-03 15:21:39.092127
Average
No
Monthly
Condo
128
1,186,703
59
Female
456
Married
4
Bachelor's
Employed
48.071337
Suburban
Comprehensive
2
15
678
5
2020-03-31 15:21:39.261856
Good
No
Weekly
Condo
966
1,186,704
48
Male
2,892
Single
2
Bachelor's
Unemployed
18.826605
Rural
Basic
null
15
658
7
2023-01-02 15:21:39.176717
Good
No
Weekly
Apartment
1,881
1,186,705
35
Female
37,389
Single
0
Master's
Unemployed
18.937364
Suburban
Comprehensive
3
12
710
9
2021-01-01 15:21:39.134960
Poor
Yes
Rarely
House
647
1,186,706
28
Female
4,982
Married
null
Bachelor's
Employed
32.363039
Urban
Comprehensive
1
8
null
5
2023-08-13 15:21:39.085129
Poor
Yes
Daily
Condo
2,033
1,186,707
38
Male
15,891
Single
3
Master's
Self-Employed
8.13128
Urban
Premium
1
7
397
7
2020-11-21 15:21:39.261856
Average
No
Monthly
House
708
1,186,708
36
Male
35,244
Married
0
Bachelor's
null
32.867308
Rural
Basic
null
6
749
1
2022-08-21 15:21:39.155231
Good
No
Monthly
Apartment
893
1,186,709
42
Male
72,409
Divorced
2
High School
Employed
27.233837
Suburban
Basic
1
3
335
8
2024-08-10 15:21:39.184157
Average
Yes
Daily
House
2,153
1,186,710
34
Female
47,713
Married
4
High School
Unemployed
28.724595
Suburban
Basic
1
18
676
3
2020-01-08 15:21:39.182597
Poor
No
Weekly
Apartment
393
1,186,711
28
Male
44,915
Single
1
PhD
Self-Employed
6.913428
Suburban
Comprehensive
null
0
616
3
2020-10-24 15:21:39.134960
Good
Yes
Rarely
Apartment
1,085
1,186,712
18
Female
3,094
Single
1
Bachelor's
Unemployed
13.326917
Rural
Comprehensive
null
6
710
3
2022-07-18 15:21:39.122134
Poor
No
Rarely
Condo
2,192
1,186,713
43
Male
27,139
Married
2
Bachelor's
Unemployed
8.78951
Rural
Premium
2
2
486
1
2023-09-28 15:21:39.105504
Poor
No
Monthly
House
2,837
1,186,714
53
Female
20,564
Married
0
Bachelor's
Unemployed
24.323902
Rural
Premium
null
17
null
9
2022-01-10 15:21:39.092127
Average
No
Daily
Apartment
205
1,186,715
34
Female
28,161
Single
0
High School
Self-Employed
21.37405
Suburban
Premium
1
2
626
3
2022-04-24 15:21:39.120168
Good
Yes
Weekly
Condo
809
1,186,716
40
Female
4,419
Single
1
PhD
Self-Employed
17.590432
Rural
Comprehensive
2
18
590
1
2020-10-31 15:21:39.126661
Poor
No
Daily
Condo
1,198
1,186,717
43
Female
24,897
Married
1
PhD
Self-Employed
19.038582
Urban
Basic
2
0
791
8
2020-05-03 15:21:39.098696
Poor
No
Monthly
Condo
522
1,186,718
40
Female
16,952
Married
null
Master's
Employed
21.858437
Urban
Basic
null
19
507
2
2024-07-20 15:21:39.095696
Good
No
Rarely
House
376
1,186,719
43
Female
39,484
Married
1
High School
Unemployed
6.290972
Rural
Premium
2
5
756
2
2020-07-15 15:21:39.172097
Average
Yes
Rarely
Condo
1,029
1,186,720
38
Male
47,836
Married
3
PhD
Unemployed
37.92818
Suburban
Premium
null
9
372
5
2020-02-17 15:21:39.247098
Good
No
Monthly
Condo
26
1,186,721
19
Male
16,330
Married
2
Bachelor's
Self-Employed
7.051754
Rural
Basic
0
6
619
5
2024-07-01 15:21:39.282785
Average
No
Rarely
Apartment
686
1,186,722
59
Male
20,275
Single
3
Master's
Unemployed
30.173586
Urban
Comprehensive
0
8
763
5
2022-11-20 15:21:39.134960
Average
Yes
Weekly
Condo
880
1,186,723
50
Female
1,520
Married
0
Master's
Self-Employed
null
Rural
Premium
2
7
569
5
2022-10-09 15:21:39.120168
Poor
Yes
Weekly
Condo
29
1,186,724
50
Female
null
Divorced
3
High School
Self-Employed
52.835866
Suburban
Comprehensive
2
0
401
7
2020-04-13 15:21:39.274993
Poor
No
Weekly
Apartment
919
1,186,725
48
Female
27,460
Divorced
0
High School
Employed
19.531104
Urban
Basic
2
3
663
2
2020-02-02 15:21:39.155231
Good
No
Rarely
House
397
1,186,726
23
Male
122,635
Divorced
1
High School
null
50.539205
Urban
Comprehensive
null
18
468
5
2021-12-16 15:21:39.155231
Good
Yes
Weekly
Apartment
616
1,186,727
20
Male
20,231
Divorced
4
High School
Unemployed
21.73578
Suburban
Premium
null
15
833
2
2024-04-27 15:21:39.194829
Average
No
Rarely
Apartment
1,746
1,186,728
61
Male
3,901
Married
null
Master's
null
16.928401
Urban
Basic
0
14
575
4
2022-08-16 15:21:39.081504
Good
Yes
Weekly
Apartment
2,786
1,186,729
34
Female
13,365
Single
4
Master's
Unemployed
25.268924
Suburban
Comprehensive
0
18
null
9
2022-05-09 15:21:39.186212
Poor
Yes
Daily
House
193
1,186,730
43
Male
3,368
Divorced
3
High School
null
21.092898
Urban
Comprehensive
1
1
509
7
2019-12-14 15:21:39.169102
Poor
No
Monthly
Condo
1,414
1,186,731
22
Male
24,897
Married
0
PhD
null
41.822158
Suburban
Premium
1
11
704
9
2020-11-16 15:21:39.201446
Average
No
Weekly
Condo
728
1,186,732
19
Female
10,049
Divorced
0
Master's
null
36.947892
Suburban
Comprehensive
1
7
531
3
2020-11-24 15:21:39.209847
Average
No
Rarely
Apartment
514
1,186,733
36
Male
15,775
Married
1
PhD
Employed
15.353096
Urban
Comprehensive
0
10
809
1
2019-11-09 15:21:39.134960
Good
No
Rarely
House
1,656
1,186,734
54
Male
3,770
Married
3
High School
null
16.054983
Urban
Basic
2
6
652
9
2020-10-08 15:21:39.155231
Average
No
Monthly
Condo
1,033
1,186,735
61
Male
14,479
Married
null
PhD
Self-Employed
27.717018
Suburban
Basic
null
11
781
9
2020-07-10 15:21:39.086123
Poor
No
Weekly
Apartment
961
1,186,736
41
Female
4,846
Divorced
4
High School
null
24.566651
Rural
Premium
2
8
486
9
2022-07-25 15:21:39.155231
Average
Yes
Daily
Apartment
675
1,186,737
24
Male
5,984
Single
0
Master's
null
45.483977
Rural
Premium
null
7
521
5
2022-10-21 15:21:39.155231
Average
No
Weekly
Apartment
749
1,186,738
55
Female
null
Single
null
PhD
null
17.398522
Suburban
Comprehensive
0
13
null
6
2020-05-11 15:21:39.237118
null
No
Rarely
Apartment
1,875
1,186,739
40
Male
57,734
Single
2
PhD
Self-Employed
17.686329
Suburban
Basic
1
19
509
1
2022-08-13 15:21:39.256696
Poor
No
Daily
Apartment
2,320
1,186,740
26
Male
31,985
Divorced
2
PhD
Employed
28.051579
Urban
Premium
0
5
648
7
2021-10-11 15:21:39.272456
Average
No
Monthly
House
726
1,186,741
62
Female
25,760
Married
1
High School
Employed
26.534802
Suburban
Comprehensive
1
6
815
8
2021-11-19 15:21:39.080440
Average
No
Daily
Apartment
739
1,186,742
31
Female
1,027
Divorced
1
High School
Self-Employed
31.615628
Rural
Basic
2
3
null
5
2023-03-09 15:21:39.226954
Poor
Yes
Daily
Condo
755
1,186,743
22
Female
733
Married
2
Bachelor's
Employed
38.817644
Suburban
Premium
1
10
516
3
2023-11-13 15:21:39.147735
Good
Yes
Weekly
Apartment
2,817
1,186,744
38
Male
6,875
Single
0
Bachelor's
null
15.393703
Suburban
Comprehensive
null
4
490
7
2024-06-24 15:21:39.237118
Poor
Yes
Monthly
Condo
1,010
1,186,745
42
Male
24,188
Divorced
0
PhD
Unemployed
30.06575
Urban
Basic
1
15
555
9
2022-04-04 15:21:39.134960
Good
No
Daily
Apartment
834
1,186,746
52
Male
55,813
Single
1
PhD
Unemployed
12.730859
Urban
Premium
2
13
685
6
2021-05-11 15:21:39.283783
Poor
Yes
Rarely
Condo
1,853
1,186,747
45
Female
10,167
Single
0
Bachelor's
Employed
20.331266
Urban
Premium
0
6
541
7
2022-04-07 15:21:39.237118
Poor
No
Monthly
Condo
528
1,186,748
null
Male
984
null
1
Bachelor's
Employed
15.847799
Urban
Basic
null
13
388
3
2022-04-06 15:21:39.258696
Good
No
Daily
Apartment
986
1,186,749
44
Male
36,401
Divorced
2
High School
Unemployed
18.129847
Urban
Comprehensive
1
18
828
4
2023-08-20 15:21:39.132191
Poor
No
Weekly
House
842
1,186,750
30
Female
4,717
Single
0
Bachelor's
Unemployed
31.672398
Urban
Premium
1
1
834
6
2019-10-29 15:21:39.248098
Good
Yes
Rarely
Apartment
817
1,186,751
46
Female
1,445
Divorced
3
Master's
Employed
13.065807
Suburban
Basic
2
3
710
4
2021-02-16 15:21:39.186212
Poor
No
Monthly
House
1,148
1,186,752
44
Male
5,540
Married
3
Bachelor's
Employed
26.936108
Rural
Basic
0
16
636
7
2021-02-28 15:21:39.134960
Poor
Yes
Monthly
Apartment
712
1,186,753
32
Male
76,971
Single
4
PhD
Self-Employed
null
Suburban
Basic
0
13
641
3
2021-11-10 15:21:39.190215
Good
No
Daily
Condo
100
1,186,754
57
Male
46,399
Married
0
High School
null
8.396979
Rural
Comprehensive
null
3
596
9
2019-12-10 15:21:39.102694
Good
Yes
Monthly
House
20
1,186,755
21
Male
547
Married
0
Master's
null
31.819083
Suburban
Premium
0
6
397
6
2024-06-10 15:21:39.145732
Good
No
Weekly
Condo
587
1,186,756
37
Male
2,750
Married
4
High School
Employed
20.092341
Rural
Premium
1
17
500
4
2021-05-10 15:21:39.134960
Average
No
Daily
Apartment
2,037
1,186,757
29
Female
73,941
Married
0
Master's
Employed
22.811572
Urban
Comprehensive
0
4
460
8
2022-08-25 15:21:39.164044
Good
Yes
Daily
House
172
1,186,758
57
Male
9,081
Single
1
High School
Self-Employed
16.984828
Rural
Premium
null
19
734
3
2022-03-08 15:21:39.232526
Poor
Yes
Weekly
Condo
515
1,186,759
50
Female
1,666
Single
4
Master's
Self-Employed
19.825914
Urban
Premium
1
0
679
4
2020-09-27 15:21:39.228521
Average
Yes
Monthly
Condo
4,243
1,186,760
33
Female
27,076
Married
0
PhD
Employed
7.922608
Rural
Premium
1
17
684
8
2020-05-10 15:21:39.083497
Poor
No
Rarely
Condo
2,828
1,186,761
29
Female
1,106
Married
2
High School
Self-Employed
20.166776
Rural
Premium
0
18
461
4
2023-03-28 15:21:39.226954
Good
Yes
Weekly
House
688
1,186,762
63
Male
17
Divorced
0
PhD
null
51.534672
Rural
Comprehensive
0
16
null
6
2022-12-18 15:21:39.278402
Average
No
Weekly
Condo
734
1,186,763
24
Female
51,435
Married
1
Master's
Self-Employed
18.927992
Urban
Premium
0
10
361
8
2020-09-02 15:21:39.125660
Average
No
Weekly
House
574
1,186,764
60
Male
6,991
Single
0
Master's
Employed
25.938987
Urban
Comprehensive
0
2
613
1
2021-02-25 15:21:39.134960
Good
No
Monthly
Condo
434
1,186,765
41
Female
19,879
Married
4
High School
null
12.016595
Urban
Comprehensive
1
0
308
1
2020-02-19 15:21:39.080184
Poor
No
Weekly
Condo
1,431
1,186,766
53
Male
12,086
Single
1
Bachelor's
Self-Employed
25.737377
Urban
Premium
0
10
843
7
2020-06-08 15:21:39.171102
Average
No
Daily
Apartment
1,188
1,186,767
57
Female
10,665
Single
1
Master's
Unemployed
11.529433
Suburban
Basic
2
15
359
1
2021-09-21 15:21:39.237118
Average
No
Rarely
Apartment
468
1,186,768
null
Female
2,628
Married
3
Bachelor's
Unemployed
37.792025
Suburban
Comprehensive
3
6
619
8
2022-05-27 15:21:39.155231
Poor
Yes
Rarely
Condo
1,198
1,186,769
34
Female
20,806
Single
3
High School
null
29.39804
Urban
Basic
0
9
516
3
2022-06-08 15:21:39.176717
Poor
No
Weekly
Apartment
809
1,186,770
52
Female
39,569
Single
4
Bachelor's
null
20.990137
Urban
Premium
0
1
401
5
2020-03-02 15:21:39.176717
Good
Yes
Rarely
Condo
486
1,186,771
64
Male
35,321
Single
2
Bachelor's
Self-Employed
43.207624
Rural
Comprehensive
0
17
444
6
2021-08-14 15:21:39.233998
Poor
Yes
Rarely
Condo
1,353
1,186,772
60
Male
33,200
Divorced
null
High School
null
35.878713
Urban
Basic
0
11
null
5
2023-06-03 15:21:39.271453
Average
No
Rarely
Apartment
1,212
1,186,773
42
Female
4,064
Married
1
High School
Employed
35.794036
Rural
Comprehensive
null
13
null
9
2020-12-21 15:21:39.079128
Average
No
Monthly
Apartment
1,836
1,186,774
32
Male
6,072
Married
3
Bachelor's
Unemployed
null
Suburban
Basic
0
13
612
2
2019-09-12 15:21:39.134960
Poor
Yes
Daily
House
2,126
1,186,775
59
Female
3,858
Divorced
3
Bachelor's
Unemployed
24.483783
Urban
Basic
null
16
635
9
2020-10-05 15:21:39.175719
null
Yes
Weekly
House
2,602
1,186,776
46
Female
28,354
Divorced
0
High School
null
44.844074
Urban
Basic
0
16
509
4
2022-08-15 15:21:39.146733
Good
No
Rarely
House
394
1,186,777
45
Male
18,992
Married
null
PhD
null
28.07238
Rural
Comprehensive
0
11
516
1
2023-01-20 15:21:39.289099
Poor
No
Weekly
Apartment
728
1,186,778
57
Female
28,884
Married
4
Master's
Unemployed
27.645965
Suburban
Basic
null
17
807
1
2022-05-26 15:21:39.288099
Poor
Yes
Rarely
Condo
533
1,186,779
36
Male
35,214
Married
4
PhD
Unemployed
15.858704
Suburban
Comprehensive
null
18
763
3
2021-10-25 15:21:39.207847
Poor
No
Weekly
Apartment
1,243
1,186,780
39
Female
102,045
Divorced
4
Bachelor's
null
34.844651
Suburban
Basic
null
8
577
9
2019-11-28 15:21:39.155231
Average
No
Weekly
House
2,295
1,186,781
20
Female
58,961
Single
2
Master's
null
43.012472
Rural
Premium
0
15
382
3
2022-06-25 15:21:39.097737
Average
Yes
Weekly
Condo
4,950
1,186,782
53
Female
36,316
Single
3
PhD
Unemployed
25.902114
Urban
Basic
3
19
693
8
2024-07-22 15:21:39.250151
Good
Yes
Daily
Apartment
721
1,186,783
40
Male
null
Single
2
Bachelor's
Self-Employed
31.393401
Urban
Basic
null
6
458
5
2024-05-25 15:21:39.280784
Poor
No
Monthly
House
142
1,186,784
22
Female
7,018
Divorced
4
PhD
null
27.882602
Urban
Comprehensive
null
7
726
5
2020-10-15 15:21:39.134960
Good
No
Rarely
Apartment
683
1,186,785
24
Male
17,347
Divorced
2
High School
Employed
14.082112
Rural
Comprehensive
1
10
464
1
2021-11-15 15:21:39.154008
null
Yes
Weekly
Apartment
1,341
1,186,786
63
Female
37,703
Divorced
0
High School
null
17.71167
Urban
Premium
1
18
528
8
2021-10-18 15:21:39.125660
Poor
Yes
Monthly
House
855
1,186,787
18
Male
91,786
Married
2
Master's
Employed
11.919289
Suburban
Basic
2
16
483
9
2021-12-14 15:21:39.198406
Poor
Yes
Weekly
Apartment
2,915
1,186,788
36
Male
11,902
Single
0
Bachelor's
Self-Employed
49.307085
Rural
Comprehensive
null
19
582
9
2023-03-11 15:21:39.221386
null
Yes
Monthly
House
1,446
1,186,789
36
Male
34,991
Single
2
Bachelor's
Self-Employed
23.948504
Rural
Premium
1
17
581
2
2023-01-28 15:21:39.214388
Good
Yes
Monthly
Condo
1,572
1,186,790
55
Male
19,995
Single
2
High School
Unemployed
15.90193
Urban
Comprehensive
0
17
575
5
2023-10-28 15:21:39.255696
Poor
No
Monthly
Condo
990
1,186,791
30
Male
35,200
Divorced
null
High School
Employed
26.719295
Rural
Premium
1
19
731
9
2021-09-16 15:21:39.289099
Poor
Yes
Rarely
Apartment
454
1,186,792
21
Female
27,985
Divorced
4
Bachelor's
null
null
Rural
Basic
null
19
596
4
2021-02-18 15:21:39.188220
Poor
Yes
Rarely
Condo
667
1,186,793
39
Female
10,056
Divorced
0
High School
null
18.878674
Rural
Premium
0
10
617
7
2023-09-13 15:21:39.131192
Good
No
Daily
House
645
1,186,794
34
Male
28,572
Divorced
1
PhD
Unemployed
14.829687
Rural
Basic
1
16
null
5
2019-10-15 15:21:39.129190
Average
Yes
Daily
Apartment
586
1,186,795
32
Male
58,370
Divorced
1
Bachelor's
Self-Employed
18.567285
Urban
Premium
1
16
441
1
2020-06-09 15:21:39.218388
null
No
Monthly
Apartment
1,115
1,186,796
38
Female
30,897
Divorced
2
Master's
Unemployed
44.60636
Rural
Premium
null
5
821
4
2024-06-15 15:21:39.285112
Average
No
Monthly
Condo
1,476
1,186,797
49
Male
107,748
Married
3
PhD
null
24.829733
Rural
Premium
null
13
313
5
2024-03-24 15:21:39.256696
Poor
No
Monthly
House
1,337
1,186,798
20
Male
12,056
Single
1
PhD
Unemployed
15.913758
Rural
Basic
1
6
463
6
2024-07-22 15:21:39.121169
Poor
Yes
Weekly
Apartment
668
1,186,799
26
Male
30,663
Divorced
1
High School
Unemployed
21.362634
Urban
Premium
1
8
613
1
2020-03-18 15:21:39.272456
Average
Yes
Monthly
Apartment
2,052