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
1,700
55
Male
31,188
Divorced
3
Master's
null
24.099574
Rural
Basic
1
3
561
2
2023-03-19 15:21:39.219432
Poor
No
Weekly
Apartment
311
1,701
22
Male
45,901
Single
3
PhD
Unemployed
29.097543
Urban
Basic
1
7
625
2
2023-05-13 15:21:39.211806
null
No
Daily
House
1,616
1,702
53
Female
17,237
Divorced
0
PhD
Unemployed
28.453642
Urban
Basic
1
7
513
2
2023-05-01 15:21:39.176717
Good
Yes
Weekly
House
814
1,703
33
Female
75,540
Divorced
1
High School
null
51.247068
Suburban
Basic
1
7
392
1
2022-12-14 15:21:39.237118
Good
Yes
Rarely
Condo
1,130
1,704
23
Male
132,261
Single
0
Master's
null
28.026537
Suburban
Premium
2
17
null
6
2024-01-22 15:21:39.236064
Good
Yes
Weekly
Apartment
2,077
1,705
20
Male
2,153
Married
1
Master's
Self-Employed
15.73549
Urban
Premium
0
12
379
7
2021-06-07 15:21:39.117183
Poor
Yes
Daily
House
111
1,706
40
Male
884
Married
0
PhD
Self-Employed
14.619799
Urban
Premium
null
6
491
6
2023-02-15 15:21:39.106582
Poor
No
Weekly
Apartment
1,625
1,707
26
Male
null
Married
3
PhD
null
29.543404
Rural
Comprehensive
null
1
410
3
2023-07-28 15:21:39.194829
Average
No
Daily
Condo
2,520
1,708
50
Male
7,098
Divorced
2
PhD
null
27.948984
Rural
Comprehensive
null
15
722
6
2023-05-18 15:21:39.226954
Good
No
Daily
Condo
782
1,709
50
Male
53,196
Married
null
High School
null
37.320183
Rural
Premium
1
18
387
4
2019-11-29 15:21:39.248098
null
Yes
Rarely
Condo
2,031
1,710
47
Male
70,413
Married
1
Bachelor's
Unemployed
38.709933
Urban
Premium
1
7
635
9
2021-02-23 15:21:39.225916
Average
Yes
Monthly
Apartment
408
1,711
41
Female
5,935
Divorced
null
Bachelor's
Self-Employed
21.811831
Suburban
Basic
1
11
null
8
2024-04-22 15:21:39.155231
null
Yes
Daily
Apartment
714
1,712
25
Male
16,285
Single
4
High School
null
34.547497
Suburban
Premium
1
2
578
1
2024-03-11 15:21:39.205850
Average
Yes
Weekly
Apartment
908
1,713
50
Male
21,004
Divorced
4
Bachelor's
Employed
8.276467
Urban
Comprehensive
0
11
411
4
2023-05-09 15:21:39.225916
null
Yes
Daily
House
453
1,714
61
Female
14,776
Married
2
High School
Unemployed
26.081058
Suburban
Premium
0
8
418
1
2020-03-26 15:21:39.143708
Average
Yes
Monthly
Apartment
1,511
1,715
28
Female
5,027
Divorced
3
PhD
Unemployed
30.16532
Rural
Comprehensive
1
12
831
4
2022-03-21 15:21:39.207847
Good
Yes
Weekly
Condo
2,222
1,716
61
Female
16,962
Single
2
Master's
null
15.751665
Urban
Comprehensive
null
14
830
8
2020-08-02 15:21:39.155231
Poor
Yes
Weekly
Condo
537
1,717
40
Male
23,981
Married
0
PhD
null
17.965282
Urban
Premium
1
1
null
6
2019-10-06 15:21:39.080440
Good
Yes
Weekly
House
3,246
1,718
26
Male
35,407
Divorced
2
Master's
Unemployed
42.098136
Urban
Comprehensive
null
14
784
4
2020-09-15 15:21:39.208842
Poor
No
Weekly
Apartment
1,554
1,719
24
Female
899
Married
3
PhD
null
null
Suburban
Basic
null
1
791
5
2020-06-01 15:21:39.121169
Good
Yes
Rarely
Apartment
1,479
1,720
30
Male
null
Married
0
Master's
Unemployed
49.305054
Rural
Premium
null
19
309
4
2020-08-09 15:21:39.092127
Good
Yes
Daily
Condo
829
1,721
24
Male
61,619
Divorced
0
High School
Unemployed
32.624289
Suburban
Premium
1
5
706
6
2021-01-10 15:21:39.205850
Poor
No
Rarely
Apartment
395
1,722
63
Female
18,778
Married
3
PhD
null
12.907627
Suburban
Comprehensive
null
15
532
7
2024-04-12 15:21:39.126661
Poor
Yes
Daily
House
647
1,723
26
Female
26,702
Single
null
High School
null
18.907866
Urban
Premium
null
15
644
6
2023-07-16 15:21:39.134960
Poor
Yes
Daily
Apartment
2,444
1,724
47
Male
58,863
Divorced
4
Bachelor's
null
33.595861
Suburban
Comprehensive
4
16
352
8
2022-03-19 15:21:39.190215
Poor
Yes
Monthly
Apartment
2,628
1,725
35
Male
20,806
Married
3
Master's
Employed
35.523626
Rural
Basic
1
9
757
9
2024-07-16 15:21:39.237118
Average
Yes
Rarely
House
1,707
1,726
62
Male
77,242
Single
3
Bachelor's
null
37.008329
Suburban
Basic
1
15
829
6
2023-04-17 15:21:39.100695
Average
No
Monthly
Apartment
399
1,727
58
Female
3,098
Single
1
Bachelor's
null
27.973705
Rural
Basic
null
11
495
1
2022-02-27 15:21:39.276901
Average
No
Weekly
Condo
1,072
1,728
23
Female
46,783
Divorced
2
Bachelor's
Employed
null
Rural
Basic
null
16
446
5
2020-08-14 15:21:39.155231
Average
Yes
Daily
Condo
918
1,729
62
Male
1,577
Divorced
0
PhD
null
29.622956
Suburban
Basic
0
17
null
7
2020-03-01 15:21:39.259788
Poor
No
Rarely
Apartment
2,484
1,730
32
Male
39,056
Divorced
2
Bachelor's
Employed
23.769132
Rural
Comprehensive
0
8
null
8
2021-02-04 15:21:39.251142
Poor
No
Weekly
Condo
1,393
1,731
36
Female
26,451
Single
3
High School
Unemployed
30.390599
Suburban
Basic
1
4
461
6
2022-09-10 15:21:39.134960
Poor
No
Weekly
Apartment
49
1,732
27
Male
28,853
Single
1
Master's
Self-Employed
12.051135
Urban
Comprehensive
null
18
463
4
2024-05-25 15:21:39.192212
Poor
No
Monthly
Apartment
2,129
1,733
22
Male
null
Divorced
2
Bachelor's
Employed
42.977147
Suburban
Comprehensive
null
10
null
5
2021-11-21 15:21:39.237118
Good
No
Daily
Apartment
115
1,734
33
Female
10,124
Single
2
Master's
Unemployed
null
Urban
Basic
2
18
768
7
2024-03-18 15:21:39.155231
Average
Yes
Rarely
Apartment
983
1,735
19
Female
43,969
Single
3
PhD
Self-Employed
46.443624
Rural
Comprehensive
2
19
null
3
2020-02-26 15:21:39.272456
Poor
Yes
Monthly
House
892
1,736
59
Male
92,557
null
null
High School
null
46.267041
Suburban
Basic
1
12
530
1
2023-11-02 15:21:39.134960
Average
Yes
Monthly
House
1,874
1,737
64
Female
23,757
Married
2
PhD
null
7.751147
Suburban
Premium
1
7
642
2
2023-05-11 15:21:39.086123
Poor
No
Rarely
House
2,040
1,738
20
Male
917
Single
4
Master's
null
6.848979
Suburban
Comprehensive
2
7
536
9
2020-07-23 15:21:39.155231
Average
Yes
Monthly
Apartment
1,795
1,739
19
Female
76,779
Single
3
High School
Unemployed
15.7393
Rural
Basic
1
7
687
1
2020-04-26 15:21:39.194829
Poor
Yes
Monthly
House
183
1,740
36
Female
82,155
Divorced
3
Master's
Employed
41.010088
Suburban
Comprehensive
null
15
341
7
2024-07-11 15:21:39.282785
Poor
Yes
Rarely
Condo
2,299
1,741
49
Female
12,881
Single
1
Master's
Unemployed
20.636319
Urban
Basic
2
2
699
3
2022-07-09 15:21:39.182597
Poor
No
Rarely
Condo
923
1,742
35
Male
5,876
Married
2
Bachelor's
null
10.38151
Urban
Basic
1
14
null
3
2021-10-07 15:21:39.123711
Good
No
Rarely
Condo
1,513
1,743
24
Female
26,127
Single
3
Master's
null
39.926632
Urban
Basic
0
6
373
4
2021-11-30 15:21:39.230483
Average
No
Daily
Apartment
632
1,744
50
Female
16,284
Single
null
Master's
Self-Employed
22.098486
Rural
Comprehensive
null
12
513
7
2022-11-18 15:21:39.264504
Good
Yes
Monthly
Apartment
1,311
1,745
32
Female
37,472
Divorced
4
Master's
Self-Employed
4.594079
Rural
Comprehensive
0
19
391
5
2020-04-21 15:21:39.173834
Average
Yes
Daily
Apartment
1,639
1,746
34
Female
6,894
Single
2
Master's
Unemployed
16.988299
Urban
Basic
2
2
753
6
2022-01-30 15:21:39.245086
Good
Yes
Rarely
House
1,805
1,747
45
Male
16,073
Married
1
PhD
Employed
51.414879
Suburban
Premium
1
19
566
6
2023-01-11 15:21:39.090124
Average
No
Weekly
Condo
586
1,748
58
Female
8,891
Divorced
1
PhD
null
null
Rural
Premium
2
14
757
3
2022-08-27 15:21:39.171102
Poor
No
Monthly
Apartment
1,232
1,749
31
Female
52,345
Divorced
2
High School
null
13.567998
Urban
Premium
1
6
394
9
2024-07-17 15:21:39.134960
Poor
No
Monthly
Condo
2,221
1,750
19
Female
37,149
Married
3
High School
Unemployed
44.67858
Urban
Premium
0
14
736
6
2024-01-22 15:21:39.119168
Average
No
Monthly
Condo
2,938
1,751
18
Male
43,890
Married
4
Bachelor's
Self-Employed
36.766184
Suburban
Basic
0
0
null
4
2023-09-25 15:21:39.126661
Poor
No
Weekly
House
1,012
1,752
32
Female
2,778
Married
1
PhD
Unemployed
17.764263
Rural
Comprehensive
2
10
335
6
2020-08-06 15:21:39.134960
Poor
Yes
Monthly
House
1,208
1,753
32
Male
26,667
Divorced
0
PhD
Employed
34.715151
Suburban
Comprehensive
2
15
414
2
2019-12-11 15:21:39.105504
Average
No
Rarely
House
641
1,754
51
Male
45,624
Single
4
Master's
null
42.766828
Rural
Premium
2
11
null
2
2023-07-10 15:21:39.146733
Good
No
Monthly
Apartment
470
1,755
36
Female
17,374
Single
2
PhD
null
42.914249
Suburban
Comprehensive
1
12
765
7
2020-04-02 15:21:39.121169
Average
No
Weekly
Apartment
581
1,756
56
Male
119,332
Divorced
4
Bachelor's
Employed
18.097661
Rural
Basic
3
19
398
4
2024-05-16 15:21:39.226954
Average
No
Monthly
Apartment
1,390
1,757
31
Female
8,626
Divorced
1
PhD
Employed
21.955844
Suburban
Comprehensive
0
12
null
6
2021-10-03 15:21:39.283783
Average
Yes
Rarely
House
164
1,758
43
Female
113,594
Married
3
High School
Unemployed
39.13982
Urban
Basic
null
5
469
6
2024-05-19 15:21:39.147735
Poor
No
Rarely
Condo
2,327
1,759
19
Male
3,851
Divorced
null
PhD
null
5.992686
Rural
Premium
null
13
541
5
2022-12-18 15:21:39.167099
null
No
Weekly
House
112
1,760
52
Male
61,285
Single
1
PhD
Unemployed
6.094525
Urban
Premium
2
15
372
6
2022-05-19 15:21:39.189223
Good
Yes
Monthly
House
795
1,761
54
Female
84,815
Married
1
PhD
Employed
15.983017
Suburban
Comprehensive
0
16
488
1
2021-08-31 15:21:39.164044
Average
Yes
Rarely
Condo
3,085
1,762
43
Female
null
Married
3
Master's
Unemployed
12.791548
Rural
Comprehensive
null
0
822
3
2021-03-26 15:21:39.155231
Poor
No
Weekly
Condo
225
1,763
33
Female
19,883
Divorced
1
PhD
Self-Employed
17.822859
Urban
Premium
1
6
690
8
2023-05-29 15:21:39.289099
Poor
Yes
Daily
Apartment
926
1,764
64
Male
27,539
Single
null
PhD
null
14.735658
Urban
Basic
null
9
null
5
2020-07-09 15:21:39.176717
Average
No
Monthly
Apartment
926
1,765
54
Male
91,484
Married
2
PhD
Employed
25.714633
Rural
Basic
0
9
null
9
2020-04-03 15:21:39.237118
Average
Yes
Weekly
House
277
1,766
46
Female
null
Single
1
High School
Unemployed
53.40665
Suburban
Comprehensive
null
0
438
3
2020-05-24 15:21:39.089116
Average
No
Rarely
Apartment
1,873
1,767
55
Female
4,575
Single
3
PhD
null
40.990632
Rural
Comprehensive
null
2
678
8
2019-08-25 15:21:39.100695
Average
No
Daily
Apartment
636
1,768
31
Female
13,991
Single
null
High School
Self-Employed
9.997531
Suburban
Basic
null
12
661
6
2022-10-26 15:21:39.276901
Average
Yes
Daily
Apartment
1,057
1,769
41
Male
27,861
Divorced
null
PhD
Unemployed
7.383598
Suburban
Premium
null
10
null
8
2021-09-21 15:21:39.237118
Average
No
Rarely
Apartment
542
1,770
18
Male
46,131
Single
4
High School
Employed
15.381949
Rural
Comprehensive
1
14
null
8
2021-02-01 15:21:39.131192
Good
Yes
Daily
Apartment
961
1,771
61
Male
10,982
Married
1
Master's
null
17.167927
Rural
Basic
1
10
615
2
2020-09-14 15:21:39.257696
Good
Yes
Daily
House
711
1,772
51
Male
87,817
Single
1
Master's
Employed
13.34015
Rural
Premium
0
3
394
9
2021-07-19 15:21:39.185215
Poor
No
Weekly
House
1,116
1,773
56
Male
28,332
Single
3
High School
Employed
11.165002
Rural
Basic
0
16
823
3
2021-03-12 15:21:39.197445
Poor
Yes
Weekly
House
437
1,774
19
Male
1,077
Single
4
High School
null
14.908651
Suburban
Premium
3
16
595
9
2021-06-17 15:21:39.148733
Average
No
Monthly
Apartment
647
1,775
32
Male
637
Single
2
Master's
Unemployed
20.637842
Suburban
Basic
1
18
492
5
2021-05-06 15:21:39.093681
Poor
Yes
Daily
Apartment
1,257
1,776
21
Female
43,482
Married
4
High School
null
34.782935
Urban
Basic
2
18
656
8
2021-12-22 15:21:39.155231
Poor
Yes
Monthly
House
793
1,777
57
Female
37,387
Divorced
3
High School
Employed
17.715137
Urban
Comprehensive
null
12
392
5
2023-11-04 15:21:39.228521
Poor
Yes
Rarely
Apartment
3,769
1,778
61
Male
35,240
Married
1
Bachelor's
Self-Employed
33.671234
Rural
Comprehensive
null
6
603
5
2022-07-17 15:21:39.079128
Good
Yes
Weekly
House
1,002
1,779
49
Female
45,940
Single
1
Master's
Unemployed
23.869359
Urban
Premium
null
2
787
1
2023-08-16 15:21:39.090124
Good
No
Monthly
Condo
609
1,780
48
Female
1,426
Divorced
null
High School
Self-Employed
32.997567
Rural
Comprehensive
null
6
311
8
2021-09-18 15:21:39.155231
Average
Yes
Monthly
Apartment
556
1,781
50
Female
1,310
Single
null
Bachelor's
null
32.981938
Suburban
Premium
1
17
813
6
2021-06-30 15:21:39.204790
null
Yes
Daily
House
1,109
1,782
48
Female
21,667
Married
0
Master's
Employed
16.061214
Rural
Basic
1
0
749
2
2021-12-23 15:21:39.211806
Average
No
Daily
Condo
128
1,783
37
Male
1,475
Married
2
Bachelor's
Unemployed
17.17019
Urban
Premium
0
12
554
8
2021-02-05 15:21:39.155231
Good
Yes
Rarely
Apartment
4,043
1,784
26
Female
495
Single
4
High School
Self-Employed
12.79397
Urban
Comprehensive
1
7
null
9
2024-01-21 15:21:39.278402
Average
Yes
Rarely
Apartment
317
1,785
55
Male
56,739
Divorced
1
High School
Self-Employed
13.979061
Suburban
Comprehensive
2
15
442
9
2020-02-29 15:21:39.245086
Average
Yes
Rarely
Condo
687
1,786
56
Male
75,764
Divorced
1
Master's
Unemployed
38.705826
Urban
Basic
1
3
319
7
2022-12-10 15:21:39.093681
Poor
No
Weekly
House
494
1,787
30
Male
35,297
Single
4
High School
Self-Employed
44.071557
Suburban
Comprehensive
0
12
null
9
2020-02-23 15:21:39.260856
Poor
Yes
Weekly
Apartment
1,004
1,788
46
Female
92,678
Single
1
PhD
null
8.063089
Urban
Premium
0
14
354
5
2023-08-25 15:21:39.155231
Average
No
Monthly
Apartment
1,074
1,789
42
Male
17,554
Married
0
PhD
null
44.959083
Rural
Premium
null
14
714
3
2021-12-03 15:21:39.237118
Poor
No
Monthly
House
806
1,790
39
Male
24,616
Divorced
3
Bachelor's
Unemployed
30.760569
Urban
Premium
0
17
709
4
2023-01-27 15:21:39.176717
Good
No
Rarely
House
1,979
1,791
19
Male
78,630
Divorced
1
Master's
null
35.647561
Suburban
Comprehensive
1
4
407
7
2024-01-02 15:21:39.261856
Good
Yes
Monthly
Apartment
1,199
1,792
35
Male
null
Married
0
Bachelor's
Self-Employed
18.532155
Urban
Basic
4
17
null
7
2022-03-19 15:21:39.231531
null
No
Weekly
Condo
1,718
1,793
51
Female
15,405
Single
2
High School
Unemployed
23.406435
Rural
Basic
null
7
null
1
2022-10-17 15:21:39.187211
Poor
Yes
Monthly
House
3,180
1,794
28
Female
44,997
Married
2
PhD
null
42.315576
Urban
Comprehensive
1
6
599
9
2023-01-13 15:21:39.255696
Good
No
Monthly
Apartment
641
1,795
44
Female
38,752
Divorced
0
Master's
Self-Employed
17.144831
Urban
Comprehensive
0
2
690
9
2021-07-16 15:21:39.176717
Average
Yes
Monthly
Condo
1,618
1,796
28
Male
7,545
Divorced
3
Master's
Unemployed
30.487549
Suburban
Premium
null
10
638
6
2024-05-17 15:21:39.176717
Good
Yes
Rarely
Condo
662
1,797
50
Male
40,540
Divorced
0
Master's
null
25.181705
Suburban
Basic
null
3
842
4
2020-12-08 15:21:39.087123
null
No
Daily
Apartment
662
1,798
55
Male
5,542
Married
3
Bachelor's
Employed
13.280116
Urban
Comprehensive
1
4
846
1
2020-04-10 15:21:39.091080
Good
No
Weekly
House
926
1,799
45
Female
4,632
Married
0
Master's
Unemployed
30.873194
Urban
Comprehensive
null
12
443
4
2022-01-14 15:21:39.286113
Good
No
Monthly
Apartment
1,331