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
37,700
57
Female
13,925
Divorced
0
PhD
Employed
4.634454
Suburban
Premium
null
17
null
1
2020-05-31 15:21:39.173834
Average
No
Rarely
House
1,840
37,701
23
Female
58,953
Divorced
4
PhD
Self-Employed
24.262561
Suburban
Basic
0
1
401
7
2020-09-26 15:21:39.155231
Good
No
Weekly
House
1,744
37,702
20
Female
29,502
Divorced
0
Master's
null
16.838276
Rural
Comprehensive
null
17
757
6
2022-08-18 15:21:39.206847
Good
No
Monthly
House
3,410
37,703
48
Female
35,692
Married
4
PhD
null
null
Urban
Comprehensive
2
17
544
5
2024-02-18 15:21:39.204790
Average
Yes
Rarely
House
687
37,704
36
Male
39,206
Divorced
4
High School
Unemployed
35.988692
Urban
Basic
1
15
512
4
2020-05-02 15:21:39.208842
Good
Yes
Weekly
Apartment
1,514
37,705
19
Male
104,270
Divorced
2
Master's
Self-Employed
36.638554
Rural
Comprehensive
1
12
454
3
2023-08-20 15:21:39.134960
Poor
No
Daily
Condo
1,255
37,706
47
Male
1,269
Single
3
PhD
null
30.095562
Urban
Basic
null
4
464
8
2019-12-28 15:21:39.134960
Good
No
Rarely
Apartment
35
37,707
23
Male
16,696
Married
3
High School
null
37.676548
Urban
Premium
2
6
799
3
2022-10-25 15:21:39.283783
Good
Yes
Weekly
Apartment
1,507
37,708
35
Female
67,172
Divorced
0
Bachelor's
Employed
36.646735
Suburban
Premium
0
16
631
9
2020-11-18 15:21:39.093681
Average
No
Monthly
House
174
37,709
49
Male
74,294
Single
2
Master's
Employed
51.802233
Suburban
Basic
1
5
777
6
2020-04-20 15:21:39.259788
Average
Yes
Rarely
Condo
1,461
37,710
18
Male
8,820
Single
3
Master's
Self-Employed
48.845231
Rural
Premium
0
9
576
5
2021-05-10 15:21:39.134960
Poor
No
Daily
Apartment
991
37,711
46
Female
61,347
Married
2
Bachelor's
Employed
29.98233
Suburban
Basic
2
3
469
8
2023-07-11 15:21:39.265513
Poor
No
Daily
Apartment
38
37,712
25
Female
1,614
Single
4
Bachelor's
null
45.639609
Suburban
Comprehensive
null
11
461
5
2024-06-05 15:21:39.094752
Poor
Yes
Daily
Condo
776
37,713
18
Male
857
Divorced
4
High School
null
41.907871
Urban
Premium
0
12
454
3
2023-11-13 15:21:39.155231
Poor
Yes
Daily
Condo
537
37,714
18
Male
2,849
Single
null
High School
Unemployed
43.576415
Rural
Comprehensive
1
2
440
5
2022-10-02 15:21:39.237118
Good
No
Weekly
House
455
37,715
49
Female
37,313
Single
2
Master's
null
30.922992
Urban
Basic
1
1
551
8
2021-09-23 15:21:39.226954
Poor
No
Rarely
House
635
37,716
53
Male
44,939
null
0
Master's
Self-Employed
42.638828
Suburban
Comprehensive
null
9
801
7
2023-11-21 15:21:39.096739
Poor
No
Rarely
House
806
37,717
24
Female
49,065
Single
4
PhD
Self-Employed
36.694908
Rural
Premium
1
8
null
8
2019-08-26 15:21:39.278402
Average
Yes
Rarely
Apartment
338
37,718
20
Male
21,297
Divorced
3
Bachelor's
Unemployed
14.16841
Suburban
Premium
1
11
784
1
2022-09-15 15:21:39.194829
Good
No
Monthly
House
2,033
37,719
54
Male
3,852
Single
3
Bachelor's
Unemployed
11.744894
Rural
Comprehensive
0
10
460
8
2020-01-26 15:21:39.172097
Good
Yes
Daily
House
3,785
37,720
33
Male
2,637
Single
4
Master's
null
36.284545
Rural
Premium
1
14
462
7
2023-09-14 15:21:39.187211
Average
Yes
Daily
Condo
2,065
37,721
20
Female
5,907
Single
4
Master's
null
36.939148
Suburban
Premium
null
11
496
7
2024-07-14 15:21:39.282785
null
No
Rarely
Apartment
2,256
37,722
48
Female
61,260
Married
1
High School
null
17.275033
Rural
Premium
1
4
424
7
2024-02-17 15:21:39.132191
Average
No
Rarely
Apartment
494
37,723
48
Female
25,246
Divorced
null
Bachelor's
null
27.409327
Urban
Comprehensive
1
0
562
8
2023-12-27 15:21:39.256696
Good
No
Weekly
Apartment
1,744
37,724
24
Male
147,621
Single
1
Master's
Self-Employed
40.792325
Suburban
Comprehensive
1
5
653
6
2024-05-24 15:21:39.204790
Poor
Yes
Monthly
Condo
263
37,725
39
Female
30,340
Divorced
4
High School
Self-Employed
16.533671
Rural
Basic
null
16
576
8
2020-08-11 15:21:39.281787
Good
No
Rarely
House
1,269
37,726
22
Male
20,489
Married
0
High School
null
24.559512
Urban
Premium
1
17
555
7
2020-04-23 15:21:39.134960
Poor
No
Rarely
House
547
37,727
34
Male
2,688
Divorced
3
High School
Employed
19.484472
Rural
Premium
null
1
462
1
2020-07-31 15:21:39.252145
Good
Yes
Weekly
Condo
716
37,728
36
Female
115,872
Divorced
2
High School
Employed
40.834363
Rural
Basic
null
1
809
2
2022-10-29 15:21:39.206847
Poor
Yes
Weekly
House
171
37,729
35
Male
null
Single
3
PhD
Unemployed
24.723648
Rural
Comprehensive
null
19
579
8
2020-03-28 15:21:39.274993
Poor
No
Weekly
House
149
37,730
35
Male
38,363
Married
1
High School
Unemployed
26.087132
Suburban
Basic
2
11
null
3
2023-06-11 15:21:39.186212
null
Yes
Daily
Apartment
22
37,731
63
Male
18,791
Married
1
PhD
null
37.892445
Rural
Premium
null
19
null
9
2021-12-31 15:21:39.152732
Poor
No
Monthly
Condo
1,396
37,732
38
Female
53,749
Married
1
Master's
Employed
27.264916
Rural
Premium
3
2
559
6
2021-03-14 15:21:39.132191
Average
Yes
Rarely
Condo
2,072
37,733
47
Female
67,832
Single
0
Bachelor's
Self-Employed
9.038922
Rural
Premium
2
19
694
8
2021-12-24 15:21:39.269494
Poor
No
Daily
Condo
366
37,734
20
Male
44,719
Divorced
null
Master's
Unemployed
43.227989
Rural
Basic
1
11
null
7
2022-12-27 15:21:39.244069
Good
No
Rarely
House
3,301
37,735
54
Female
1,047
Divorced
null
Master's
Self-Employed
25.841396
Rural
Basic
3
13
474
5
2021-08-13 15:21:39.082499
Average
Yes
Rarely
Condo
4,590
37,736
57
Male
27,991
Single
3
Bachelor's
Employed
13.244869
Suburban
Comprehensive
0
12
704
3
2022-05-26 15:21:39.155231
Poor
Yes
Daily
Condo
1,324
37,737
19
Male
5,330
Married
4
PhD
null
26.838853
Rural
Premium
1
4
300
1
2021-03-29 15:21:39.166062
Average
Yes
Weekly
House
745
37,738
43
Female
24,886
Married
1
High School
Unemployed
24.004789
Suburban
Premium
0
2
613
7
2023-12-31 15:21:39.097737
Average
No
Daily
Condo
830
37,739
null
Male
18,340
Married
0
Master's
Employed
13.540715
Urban
Comprehensive
1
8
710
1
2020-09-16 15:21:39.290098
Average
No
Daily
House
878
37,740
60
Male
1,348
Married
4
PhD
Self-Employed
null
Suburban
Premium
null
8
798
3
2023-10-04 15:21:39.131192
Poor
No
Weekly
Condo
1,560
37,741
55
Male
23,494
Single
4
PhD
null
9.704565
Urban
Comprehensive
0
14
null
3
2021-07-13 15:21:39.247098
Average
No
Monthly
House
248
37,742
59
Male
5,817
Divorced
1
Master's
Self-Employed
null
Rural
Comprehensive
1
2
403
7
2024-07-20 15:21:39.155231
Poor
Yes
Weekly
Condo
712
37,743
23
Male
34,389
Married
3
Master's
Employed
31.948196
Urban
Comprehensive
null
17
585
3
2022-04-04 15:21:39.202448
Good
No
Rarely
Apartment
2,248
37,744
63
Female
6,943
Single
3
Bachelor's
null
19.869095
Rural
Comprehensive
null
3
629
1
2021-08-22 15:21:39.081504
Average
No
Weekly
House
112
37,745
61
Male
25,252
Married
3
High School
Employed
12.232152
Suburban
Comprehensive
null
8
618
4
2023-08-11 15:21:39.237118
Average
Yes
Rarely
House
762
37,746
35
Female
35,706
Single
2
High School
Unemployed
12.803914
Urban
Comprehensive
1
3
583
6
2021-06-28 15:21:39.155231
Average
Yes
Weekly
Condo
1,022
37,747
20
Male
58,507
Divorced
4
Master's
Unemployed
29.989683
Urban
Premium
1
11
537
3
2024-05-31 15:21:39.264504
Poor
Yes
Weekly
House
274
37,748
45
Male
136,529
Divorced
0
PhD
null
18.719363
Urban
Comprehensive
null
15
784
2
2024-04-11 15:21:39.249100
null
No
Monthly
Condo
3,650
37,749
22
Female
6,051
Divorced
0
Bachelor's
Unemployed
22.351188
Suburban
Comprehensive
2
2
744
2
2022-02-22 15:21:39.237118
Average
Yes
Weekly
Apartment
751
37,750
58
Female
25,554
Married
2
PhD
null
28.31483
Suburban
Premium
0
6
526
6
2022-08-16 15:21:39.279729
Good
Yes
Rarely
Apartment
1,118
37,751
29
Male
18,550
Divorced
4
High School
null
28.867438
Urban
Comprehensive
1
3
785
3
2021-08-13 15:21:39.134960
Poor
Yes
Daily
Apartment
437
37,752
50
Male
40,981
Single
2
PhD
Employed
16.419327
Rural
Comprehensive
null
2
null
1
2022-06-22 15:21:39.200452
Poor
Yes
Daily
Condo
1,206
37,753
34
Female
16,787
Single
4
PhD
Self-Employed
37.049122
Urban
Basic
null
4
null
3
2021-08-01 15:21:39.223901
Good
No
Daily
House
885
37,754
57
Male
17,850
Married
0
Master's
null
49.738567
Rural
Basic
1
12
403
6
2022-10-02 15:21:39.237118
null
Yes
Monthly
Apartment
1,591
37,755
24
Female
142,076
Divorced
2
High School
Unemployed
16.133363
Rural
Basic
null
19
321
3
2022-04-29 15:21:39.088124
Average
Yes
Rarely
Apartment
4,876
37,756
48
Female
35,885
Single
4
Master's
Self-Employed
42.694901
Rural
Premium
0
7
831
8
2023-09-07 15:21:39.252145
Average
Yes
Rarely
House
1,743
37,757
48
Female
83,738
Married
0
Bachelor's
Employed
22.912337
Suburban
Premium
2
7
845
3
2023-10-15 15:21:39.271453
Poor
No
Daily
House
111
37,758
58
Female
11,057
Single
0
High School
Employed
44.847252
Urban
Premium
1
4
763
3
2022-10-07 15:21:39.087123
Average
No
Rarely
Apartment
459
37,759
25
Male
48,274
Single
2
High School
Self-Employed
40.140671
Rural
Premium
null
4
313
8
2020-05-26 15:21:39.264504
Good
Yes
Monthly
House
536
37,760
26
Male
9,091
Single
3
Bachelor's
Employed
42.739311
Suburban
Comprehensive
2
16
602
5
2023-06-05 15:21:39.258696
Good
Yes
Monthly
House
1,643
37,761
40
Male
52,408
Single
4
PhD
Employed
16.674738
Suburban
Comprehensive
null
16
488
9
2023-03-07 15:21:39.090124
Good
No
Rarely
House
346
37,762
29
Female
65,937
Married
1
High School
null
21.704364
Rural
Basic
2
10
328
6
2019-09-08 15:21:39.194829
Good
Yes
Weekly
Apartment
262
37,763
33
Male
25,367
Single
1
Master's
null
16.939102
Rural
Basic
2
3
null
9
2020-02-12 15:21:39.237118
Average
Yes
Weekly
House
1,116
37,764
23
Male
124,846
Married
3
PhD
Employed
30.63666
Rural
Premium
null
15
437
8
2021-08-16 15:21:39.205850
Poor
Yes
Monthly
House
1,419
37,765
19
Male
1,430
Divorced
0
Master's
Unemployed
28.927481
Rural
Basic
2
16
501
2
2021-08-23 15:21:39.228521
null
Yes
Rarely
Condo
713
37,766
25
Male
40,217
Married
1
Bachelor's
null
3.933293
Urban
Premium
null
6
682
4
2020-09-07 15:21:39.184157
Average
No
Monthly
House
860
37,767
57
Female
94,437
Single
4
PhD
null
25.368766
Suburban
Basic
null
2
673
9
2022-12-09 15:21:39.098696
Average
No
Monthly
Apartment
411
37,768
56
Male
26,575
Single
0
Master's
Unemployed
16.154574
Suburban
Comprehensive
2
15
644
1
2023-12-26 15:21:39.132191
Poor
Yes
Weekly
Condo
293
37,769
33
Male
52,233
Divorced
null
PhD
Self-Employed
14.392395
Suburban
Premium
0
0
409
5
2024-03-05 15:21:39.180553
Good
Yes
Daily
Condo
500
37,770
39
Female
2,579
Single
3
High School
null
null
Suburban
Basic
0
8
723
5
2023-03-12 15:21:39.145732
Good
No
Daily
Apartment
1,023
37,771
42
Male
11,526
Married
0
Master's
Self-Employed
12.715876
Urban
Basic
0
17
379
6
2020-03-17 15:21:39.215386
Good
No
Rarely
Condo
1,105
37,772
63
Male
27,863
Single
1
PhD
null
13.09582
Suburban
Comprehensive
1
13
432
2
2023-06-11 15:21:39.201446
Poor
Yes
Weekly
Apartment
807
37,773
60
Female
6,964
Single
0
High School
Unemployed
6.893841
Rural
Comprehensive
1
1
629
7
2024-07-10 15:21:39.151732
null
No
Rarely
Apartment
240
37,774
27
Female
null
Divorced
4
High School
null
38.620517
Rural
Comprehensive
4
18
388
7
2022-08-01 15:21:39.285112
Good
No
Monthly
Apartment
2,327
37,775
43
Male
1,520
Divorced
4
Bachelor's
Unemployed
48.040415
Suburban
Comprehensive
2
4
668
2
2021-03-15 15:21:39.134960
Poor
Yes
Rarely
House
2,167
37,776
29
Female
102,986
Single
1
Bachelor's
Unemployed
7.356627
Suburban
Basic
0
16
425
3
2021-11-04 15:21:39.283783
Average
Yes
Weekly
Condo
956
37,777
59
Male
17,053
Single
4
High School
Employed
24.276667
Urban
Basic
2
12
631
2
2023-02-16 15:21:39.279729
Average
Yes
Rarely
House
2,436
37,778
55
Male
66,845
Divorced
1
High School
null
11.002596
Suburban
Basic
null
18
null
2
2020-12-18 15:21:39.143708
Good
No
Rarely
Condo
86
37,779
47
Male
4,879
Married
0
Master's
Unemployed
11.170056
Urban
Comprehensive
0
0
null
8
2023-03-05 15:21:39.130190
Good
Yes
Daily
House
3,038
37,780
60
Male
2,067
Single
4
PhD
Employed
null
Suburban
Basic
null
6
474
7
2020-01-10 15:21:39.095696
Good
Yes
Monthly
Apartment
1,069
37,781
47
Female
56,547
Married
2
Bachelor's
Unemployed
30.171283
Rural
Basic
0
9
677
1
2021-07-19 15:21:39.112553
Good
No
Monthly
Condo
260
37,782
63
Male
1,201
Divorced
null
Bachelor's
Self-Employed
26.95766
Rural
Comprehensive
1
12
509
1
2020-06-04 15:21:39.221386
null
Yes
Rarely
House
881
37,783
58
Male
null
Single
2
Bachelor's
Self-Employed
28.003928
Suburban
Comprehensive
2
2
408
7
2019-09-20 15:21:39.134960
Good
Yes
Weekly
Condo
798
37,784
40
Female
64,848
Divorced
3
Bachelor's
null
9.913202
Suburban
Comprehensive
1
12
822
3
2020-08-23 15:21:39.233485
Good
Yes
Rarely
Apartment
375
37,785
41
Female
10,362
Married
2
Bachelor's
Self-Employed
23.16211
Urban
Comprehensive
0
15
703
8
2020-08-11 15:21:39.226954
Good
Yes
Weekly
House
215
37,786
54
Male
35
Married
0
Bachelor's
Employed
35.278959
Rural
Comprehensive
0
11
751
6
2023-01-08 15:21:39.094752
Good
No
Rarely
House
931
37,787
52
Male
92,730
Married
0
Master's
Unemployed
26.233469
Urban
Comprehensive
0
17
454
2
2020-02-17 15:21:39.193945
Poor
No
Daily
House
1,174
37,788
28
Male
21,009
Single
4
High School
null
42.537427
Suburban
Premium
0
7
552
1
2023-09-06 15:21:39.209847
Average
No
Rarely
House
3,379
37,789
39
Female
95,748
Single
3
High School
Unemployed
17.243877
Rural
Premium
null
18
584
4
2019-11-05 15:21:39.230483
Good
No
Daily
Apartment
238
37,790
40
Male
15,480
Married
2
PhD
Self-Employed
10.381515
Suburban
Basic
0
14
711
6
2021-01-22 15:21:39.276901
Poor
Yes
Weekly
Apartment
2,194
37,791
24
Female
47,145
Divorced
0
Master's
null
21.539489
Suburban
Basic
0
13
496
7
2021-08-05 15:21:39.155231
Poor
Yes
Daily
House
101
37,792
29
Female
39,304
Divorced
1
High School
null
19.894486
Rural
Premium
2
0
667
8
2023-03-06 15:21:39.104139
Good
No
Rarely
House
449
37,793
48
Male
121,625
Married
3
Bachelor's
null
17.536969
Suburban
Comprehensive
0
13
459
3
2019-10-18 15:21:39.134960
Average
No
Rarely
Apartment
514
37,794
36
Female
10,026
null
4
Bachelor's
Self-Employed
13.882337
Rural
Comprehensive
1
4
678
3
2023-04-30 15:21:39.172097
Poor
No
Daily
House
1,042
37,795
42
Female
43,901
Divorced
2
PhD
Unemployed
8.717707
Rural
Comprehensive
0
10
793
4
2022-07-19 15:21:39.252145
Poor
No
Rarely
Apartment
784
37,796
46
Female
7,859
Married
4
PhD
Unemployed
11.281865
Rural
Basic
null
3
447
1
2023-01-17 15:21:39.221386
Average
No
Daily
Apartment
505
37,797
63
Female
929
Divorced
1
Master's
null
36.391929
Suburban
Premium
2
1
null
7
2023-07-12 15:21:39.105504
Average
Yes
Weekly
House
2,781
37,798
37
Female
91,596
Married
2
PhD
null
43.168541
Rural
Basic
null
14
482
1
2022-10-28 15:21:39.285112
Good
No
Rarely
Condo
2,401
37,799
43
Male
744
Single
4
Bachelor's
Employed
9.418617
Rural
Premium
3
4
370
6
2020-01-22 15:21:39.091080
Good
No
Rarely
House
554