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
10,700
55
Male
2,691
Single
0
Bachelor's
Unemployed
15.393703
Urban
Premium
2
11
567
8
2024-04-19 15:21:39.288099
Average
No
Monthly
Condo
1,544
10,701
58
Male
4,899
Married
3
PhD
Unemployed
15.330117
Rural
Basic
4
1
391
1
2020-12-27 15:21:39.172097
Average
No
Rarely
Condo
524
10,702
50
Male
10,983
Married
4
PhD
null
16.433629
Urban
Premium
0
14
776
4
2022-09-26 15:21:39.134960
Good
Yes
Rarely
Apartment
2,454
10,703
62
Female
6,362
Single
4
Master's
null
13.566885
Rural
Basic
0
12
683
1
2023-09-21 15:21:39.177724
Average
Yes
Monthly
Condo
38
10,704
38
Female
3,170
Married
1
Master's
Unemployed
26.294939
Rural
Premium
1
11
588
5
2019-10-14 15:21:39.192212
null
Yes
Monthly
Apartment
759
10,705
49
Female
33,541
Married
null
Master's
null
18.31226
Rural
Premium
0
4
740
6
2020-06-05 15:21:39.237118
Poor
Yes
Daily
Condo
1,216
10,706
29
Male
26,001
Single
2
Bachelor's
Employed
25.766916
Suburban
Basic
null
8
545
3
2020-07-03 15:21:39.193945
null
No
Rarely
Apartment
568
10,707
59
Female
17,453
Divorced
1
PhD
null
null
Rural
Comprehensive
null
2
790
4
2023-08-06 15:21:39.245086
Good
No
Monthly
House
1,588
10,708
20
Male
11,542
Divorced
null
Bachelor's
Self-Employed
41.120611
Urban
Premium
1
0
677
5
2021-05-26 15:21:39.226954
Poor
Yes
Daily
Apartment
1,879
10,709
38
Female
88
Divorced
1
Bachelor's
Self-Employed
35.74261
Suburban
Comprehensive
2
11
315
6
2020-06-07 15:21:39.095696
Average
Yes
Daily
Condo
1,241
10,710
18
Female
18,443
Married
1
PhD
Unemployed
16.81836
Suburban
Basic
0
2
644
6
2023-12-05 15:21:39.134960
null
No
Monthly
Apartment
675
10,711
51
Female
2,989
Single
0
Bachelor's
Self-Employed
39.786795
Urban
Comprehensive
null
0
502
3
2020-05-30 15:21:39.206847
Good
Yes
Rarely
Condo
1,592
10,712
35
Male
25,352
Married
0
High School
null
null
Urban
Premium
2
17
495
6
2020-02-04 15:21:39.270454
Good
No
Weekly
Apartment
3,308
10,713
62
Male
113,619
Married
1
Master's
Unemployed
41.97418
Rural
Premium
null
4
434
7
2021-01-23 15:21:39.250151
Good
No
Daily
House
919
10,714
59
Female
2,912
Single
3
Bachelor's
null
14.679874
Urban
Comprehensive
null
4
473
5
2024-03-22 15:21:39.205850
Average
No
Rarely
Apartment
1,201
10,715
34
Female
18,194
Divorced
null
High School
Employed
46.843189
Suburban
Premium
3
13
793
6
2021-06-02 15:21:39.105504
Average
Yes
Daily
Apartment
1,185
10,716
36
Male
20,625
Divorced
4
Master's
Unemployed
28.819106
Rural
Comprehensive
2
14
746
3
2021-04-07 15:21:39.204000
Good
No
Weekly
Condo
535
10,717
45
Female
36,258
Single
1
Bachelor's
null
8.13381
Urban
Comprehensive
0
9
479
4
2020-02-28 15:21:39.186212
Poor
Yes
Rarely
Apartment
659
10,718
53
Male
73,663
Divorced
1
High School
null
20.757862
Suburban
Comprehensive
3
19
301
9
2020-04-05 15:21:39.088124
null
No
Monthly
Apartment
781
10,719
53
Male
17,109
Single
0
PhD
Unemployed
null
Rural
Premium
1
15
789
6
2021-02-19 15:21:39.270454
Good
No
Monthly
Apartment
615
10,720
63
Female
2,844
Divorced
null
PhD
null
41.160911
Suburban
Premium
1
17
723
5
2023-08-10 15:21:39.155231
Average
No
Daily
Apartment
2,035
10,721
22
Male
17,208
Divorced
4
Master's
Self-Employed
42.789931
Urban
Premium
1
6
null
1
2022-07-02 15:21:39.226954
Poor
Yes
Monthly
Apartment
640
10,722
60
Female
6,874
Single
3
High School
Unemployed
11.928606
Suburban
Basic
null
4
664
3
2021-04-22 15:21:39.176717
Average
No
Rarely
Apartment
1,086
10,723
47
Female
3,815
Single
2
Master's
Unemployed
3.067667
Suburban
Basic
3
18
553
8
2023-08-14 15:21:39.155231
Poor
Yes
Weekly
House
542
10,724
34
Male
null
Married
2
PhD
Employed
14.983056
Suburban
Premium
3
4
494
7
2023-02-18 15:21:39.155231
Poor
No
Rarely
Apartment
316
10,725
41
Female
15,776
Single
0
Bachelor's
null
30.944244
Suburban
Basic
0
9
749
5
2020-01-06 15:21:39.216387
Poor
Yes
Daily
Condo
1,821
10,726
58
Female
124,504
Divorced
0
Bachelor's
null
10.695514
Suburban
Basic
0
4
510
3
2023-04-09 15:21:39.185215
Average
Yes
Rarely
Apartment
194
10,727
35
Male
37,415
Married
1
High School
Self-Employed
3.933932
Urban
Premium
0
4
582
9
2022-03-16 15:21:39.146733
null
No
Monthly
House
24
10,728
49
Male
29,328
Married
3
Master's
null
25.373251
Urban
Comprehensive
null
17
667
9
2022-06-08 15:21:39.233998
Average
Yes
Daily
Condo
2,811
10,729
52
Male
12,061
Married
3
Bachelor's
Self-Employed
20.966503
Urban
Comprehensive
1
16
647
8
2020-03-05 15:21:39.256696
Good
Yes
Rarely
House
1,439
10,730
20
Female
45,967
Single
0
High School
Unemployed
25.766104
Urban
Premium
0
0
711
5
2023-12-06 15:21:39.167099
Poor
Yes
Weekly
Condo
554
10,731
18
Male
5,872
Married
1
PhD
null
34.868487
Suburban
Comprehensive
1
1
528
8
2024-03-17 15:21:39.155231
Good
No
Monthly
House
511
10,732
19
Male
918
Single
0
PhD
Unemployed
13.786072
Urban
Basic
0
13
430
9
2024-08-05 15:21:39.204790
Good
No
Daily
Apartment
130
10,733
58
Male
null
Married
3
Master's
null
22.487627
Rural
Comprehensive
null
12
474
5
2021-03-16 15:21:39.079026
Good
No
Rarely
House
115
10,734
57
Female
3,142
Divorced
4
High School
null
17.979293
Urban
Comprehensive
0
18
418
5
2022-03-16 15:21:39.121169
Good
No
Rarely
Condo
3,222
10,735
61
Male
20,211
Single
4
PhD
null
25.366616
Suburban
Premium
3
9
459
2
2020-07-22 15:21:39.169102
Average
Yes
Weekly
Condo
692
10,736
18
Female
362
Single
0
Master's
null
9.356427
Urban
Premium
null
7
713
5
2023-10-06 15:21:39.134960
Average
Yes
Weekly
Condo
488
10,737
32
Male
75,822
Divorced
null
High School
Unemployed
6.794914
Urban
Premium
0
14
313
5
2023-09-07 15:21:39.096739
Good
No
Monthly
House
1,696
10,738
57
Female
707
Divorced
4
PhD
Employed
25.78096
Suburban
Premium
2
3
588
2
2023-06-16 15:21:39.134960
null
No
Weekly
Apartment
121
10,739
50
Male
2,636
Divorced
0
High School
null
16.826381
Rural
Premium
1
14
454
9
2022-08-08 15:21:39.155231
Good
Yes
Rarely
House
962
10,740
38
Female
null
Divorced
3
Master's
null
10.658095
Suburban
Comprehensive
null
15
335
5
2024-01-17 15:21:39.114118
Average
Yes
Rarely
Condo
835
10,741
18
Male
80,178
Divorced
1
Bachelor's
Unemployed
36.935288
Suburban
Comprehensive
null
19
375
7
2023-06-20 15:21:39.290098
Good
Yes
Monthly
Apartment
977
10,742
61
Female
51,263
Single
4
Bachelor's
Employed
11.812974
Rural
Comprehensive
null
12
394
8
2021-04-23 15:21:39.267454
Good
No
Daily
Condo
1,744
10,743
41
Female
61,720
Married
1
Bachelor's
null
29.946169
Suburban
Basic
null
6
331
2
2020-07-18 15:21:39.155231
Poor
Yes
Weekly
Condo
714
10,744
35
Female
29,669
Married
1
High School
Employed
44.271356
Urban
Premium
0
10
541
7
2020-10-10 15:21:39.134960
Poor
Yes
Rarely
Condo
1,838
10,745
50
Female
55,559
Married
2
PhD
Self-Employed
30.521196
Urban
Basic
1
2
407
5
2024-08-01 15:21:39.274993
Poor
No
Weekly
Condo
1,057
10,746
48
Male
40,981
Single
1
High School
Self-Employed
34.958784
Rural
Premium
1
17
336
4
2019-12-06 15:21:39.175719
Good
Yes
Daily
Condo
522
10,747
54
Female
108,472
Divorced
null
Master's
Self-Employed
5.711832
Urban
Premium
1
5
403
9
2022-02-20 15:21:39.099739
Average
No
Daily
Condo
47
10,748
43
Female
44,448
Single
4
Master's
Self-Employed
41.81919
Rural
Premium
0
12
453
5
2023-06-14 15:21:39.252145
Poor
Yes
Monthly
House
2,086
10,749
40
Female
11,542
Married
4
High School
null
24.00893
Rural
Premium
2
7
null
3
2022-04-22 15:21:39.237118
Good
Yes
Daily
Apartment
699
10,750
50
Female
24,991
Single
0
Master's
Unemployed
34.868633
Urban
Comprehensive
0
6
null
2
2024-02-20 15:21:39.134960
Good
No
Monthly
Apartment
992
10,751
36
Female
1,798
Divorced
2
High School
Self-Employed
30.846506
Suburban
Basic
null
13
null
9
2021-02-17 15:21:39.281787
null
No
Monthly
Apartment
618
10,752
45
Female
18,795
Single
2
Master's
Employed
4.888423
Rural
Premium
1
12
667
5
2022-02-09 15:21:39.199447
Good
No
Rarely
Condo
2,053
10,753
58
Male
15,892
Divorced
4
Bachelor's
Unemployed
10.736906
Rural
Comprehensive
1
8
576
9
2020-09-20 15:21:39.288099
Poor
Yes
Monthly
Apartment
817
10,754
41
Female
93,960
Married
4
Bachelor's
Self-Employed
38.13133
Urban
Basic
1
18
734
4
2022-04-11 15:21:39.257696
Poor
No
Rarely
Apartment
198
10,755
39
Female
20,672
Married
2
Master's
Employed
27.376057
Suburban
Basic
2
5
361
2
2023-01-17 15:21:39.237118
Poor
Yes
Daily
House
1,436
10,756
28
Male
null
Single
null
PhD
null
43.918797
Rural
Premium
1
19
502
4
2020-04-06 15:21:39.283783
Average
No
Rarely
House
3,492
10,757
24
Female
1,201
Single
2
Bachelor's
Unemployed
31.078274
Rural
Basic
3
18
null
3
2019-10-08 15:21:39.237118
Average
No
Monthly
Apartment
1,553
10,758
24
Female
59,330
Married
0
PhD
null
46.527403
Suburban
Comprehensive
1
3
696
9
2023-11-03 15:21:39.116179
Poor
Yes
Weekly
House
55
10,759
28
Male
16,063
Married
2
High School
Unemployed
28.365816
Suburban
Comprehensive
0
16
565
1
2021-01-31 15:21:39.244069
Good
Yes
Monthly
House
519
10,760
24
Female
5,835
Single
null
Bachelor's
null
19.955536
Rural
Basic
1
6
662
2
2021-09-01 15:21:39.134960
Poor
Yes
Daily
House
2,222
10,761
47
Male
30,274
Single
null
Master's
Self-Employed
13.764266
Rural
Basic
2
1
769
6
2022-08-20 15:21:39.202448
Good
No
Daily
Apartment
1,375
10,762
20
Male
25,861
Married
2
High School
Employed
28.81649
Suburban
Basic
1
7
null
9
2019-09-03 15:21:39.102694
Average
No
Weekly
House
678
10,763
61
Male
5,075
Divorced
0
Bachelor's
Employed
null
Rural
Basic
0
12
482
9
2020-02-19 15:21:39.256696
Good
Yes
Daily
Condo
1,403
10,764
30
Female
48,889
Single
3
Bachelor's
null
26.86819
Urban
Basic
null
19
434
1
2022-06-28 15:21:39.166062
Average
No
Rarely
House
1,839
10,765
42
Male
80,720
Single
1
Bachelor's
Employed
40.687917
Suburban
Comprehensive
2
18
576
5
2024-04-17 15:21:39.096739
Average
No
Monthly
House
434
10,766
53
Male
2,485
Married
2
PhD
Unemployed
27.092617
Suburban
Comprehensive
2
9
598
2
2020-06-01 15:21:39.087123
Average
No
Weekly
Apartment
656
10,767
28
Female
3,795
Married
1
PhD
Employed
48.714036
Rural
Premium
0
13
632
5
2023-02-05 15:21:39.106582
Average
Yes
Weekly
House
2,421
10,768
33
Female
92,221
Divorced
null
Bachelor's
null
26.868694
Suburban
Comprehensive
1
7
397
9
2020-08-03 15:21:39.155231
Good
Yes
Monthly
House
1,408
10,769
19
Male
43,435
Married
2
Master's
Self-Employed
20.934178
Suburban
Premium
null
16
805
4
2020-11-03 15:21:39.224915
Average
Yes
Daily
House
1,570
10,770
50
Female
46,818
Single
4
High School
Unemployed
22.136411
Rural
Basic
2
10
707
3
2020-11-04 15:21:39.155231
null
No
Rarely
House
1,118
10,771
59
Female
28,236
Divorced
4
Bachelor's
Unemployed
30.446622
Suburban
Comprehensive
4
6
601
6
2022-08-18 15:21:39.260856
Poor
Yes
Weekly
House
344
10,772
43
Male
16,077
Married
null
High School
null
20.751278
Rural
Basic
null
8
846
3
2020-06-10 15:21:39.111551
Average
Yes
Rarely
Apartment
1,786
10,773
40
Male
44,793
Married
4
PhD
Unemployed
19.788718
Rural
Basic
null
7
482
9
2022-05-19 15:21:39.174719
Poor
No
Rarely
Apartment
1,167
10,774
33
Male
45,297
Married
2
Bachelor's
null
34.05633
Suburban
Basic
null
18
323
9
2019-08-20 15:21:39.193945
Average
Yes
Rarely
House
1,266
10,775
57
Male
61,329
Married
4
PhD
null
37.277771
Urban
Basic
3
7
null
4
2021-01-02 15:21:39.155231
Average
Yes
Weekly
House
2,295
10,776
44
Female
26
Single
4
Master's
Unemployed
27.017785
Suburban
Premium
0
18
null
1
2023-07-08 15:21:39.261856
Average
No
Rarely
Condo
552
10,777
29
Female
null
Divorced
3
Master's
null
24.986989
Urban
Comprehensive
2
4
null
9
2020-07-10 15:21:39.134960
Average
Yes
Monthly
House
190
10,778
19
Male
10,546
Single
4
PhD
Unemployed
44.908173
Rural
Comprehensive
1
8
399
5
2021-09-22 15:21:39.226954
Poor
No
Rarely
Apartment
958
10,779
18
Male
126,479
Divorced
0
Master's
Employed
51.955505
Suburban
Basic
0
1
574
9
2020-05-03 15:21:39.155231
null
No
Daily
Condo
1,055
10,780
43
Male
16,696
Single
0
Bachelor's
Employed
4.489503
Rural
Basic
0
19
432
5
2020-12-25 15:21:39.190215
Good
No
Daily
Apartment
29
10,781
53
Female
29,505
Divorced
1
Bachelor's
Employed
15.823208
Suburban
Premium
0
2
613
6
2023-07-08 15:21:39.080184
Good
Yes
Daily
House
2,131
10,782
47
Male
23,791
Divorced
3
Master's
Unemployed
26.695909
Suburban
Basic
1
4
465
9
2021-11-25 15:21:39.131192
Good
No
Monthly
House
1,613
10,783
62
Male
12,079
Single
0
Bachelor's
Self-Employed
34.938187
Urban
Premium
0
18
635
3
2023-11-14 15:21:39.192212
Good
No
Rarely
Condo
939
10,784
61
Male
11,251
Divorced
4
Master's
null
51.084051
Rural
Premium
null
16
717
1
2024-03-05 15:21:39.208842
Good
Yes
Rarely
House
64
10,785
35
Male
924
Divorced
1
PhD
null
null
Rural
Basic
0
0
798
1
2021-09-15 15:21:39.233998
Good
No
Weekly
Apartment
1,479
10,786
49
Male
14,719
Divorced
2
PhD
null
27.609929
Suburban
Basic
null
19
669
5
2022-04-21 15:21:39.092127
Good
Yes
Weekly
Apartment
129
10,787
47
Female
10,054
Divorced
0
High School
null
22.936765
Urban
Comprehensive
1
10
null
9
2024-02-06 15:21:39.197445
Good
No
Rarely
Condo
1,168
10,788
19
Male
138,599
Single
0
Bachelor's
Unemployed
17.581771
Suburban
Basic
1
19
685
5
2019-12-27 15:21:39.271453
Average
Yes
Daily
Condo
2,144
10,789
54
Female
26,160
Married
3
PhD
null
26.836513
Suburban
Comprehensive
null
18
595
4
2021-12-12 15:21:39.226954
Average
Yes
Weekly
Condo
563
10,790
55
Male
121,336
Married
0
Master's
Employed
45.342674
Urban
Basic
null
3
409
7
2020-09-12 15:21:39.096739
Poor
No
Rarely
Apartment
1,708
10,791
null
Female
6,942
Single
3
High School
Unemployed
7.263335
Urban
Premium
null
0
782
9
2020-06-03 15:21:39.251142
Average
No
Rarely
Apartment
20
10,792
43
Male
72,953
Divorced
0
Master's
null
31.287086
Suburban
Basic
1
14
361
6
2020-07-07 15:21:39.261856
Poor
No
Weekly
Apartment
2,510
10,793
46
Female
24,906
Married
3
Bachelor's
Employed
40.96613
Suburban
Comprehensive
0
8
707
1
2021-04-06 15:21:39.155231
Good
Yes
Daily
Condo
504
10,794
29
Female
2,561
Married
3
Master's
Employed
25.072907
Suburban
Basic
0
14
518
9
2021-11-08 15:21:39.237118
null
No
Weekly
Apartment
2,610
10,795
25
Female
23,604
Single
1
PhD
Employed
33.994217
Urban
Premium
null
17
531
5
2019-11-07 15:21:39.152732
Good
Yes
Daily
Condo
2,108
10,796
44
Female
46,432
Single
4
High School
null
37.715112
Suburban
Premium
0
12
369
6
2023-03-21 15:21:39.155231
Poor
No
Rarely
Apartment
328
10,797
41
Female
115,530
Divorced
2
High School
Self-Employed
30.534376
Rural
Premium
null
11
699
6
2020-03-01 15:21:39.098696
Average
No
Weekly
Condo
135
10,798
64
Female
16,962
Married
0
Bachelor's
Self-Employed
7.411321
Rural
Premium
null
4
605
6
2024-01-29 15:21:39.180553
Poor
Yes
Daily
Apartment
683
10,799
41
Male
28,142
Divorced
3
Bachelor's
null
17.927493
Rural
Basic
2
5
null
3
2021-06-02 15:21:39.155231
Poor
No
Weekly
Apartment
502