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
54,700
20
Male
29,316
Married
null
Bachelor's
Self-Employed
30.35291
Suburban
Basic
1
4
626
9
2023-01-29 15:21:39.176717
null
No
Weekly
Condo
1,450
54,701
25
Female
77,637
Married
0
PhD
null
41.569489
Rural
Basic
2
11
838
4
2024-02-19 15:21:39.133866
Good
No
Rarely
Condo
59
54,702
30
Male
5,094
Divorced
0
PhD
Unemployed
14.738285
Urban
Basic
null
19
537
9
2019-09-19 15:21:39.155231
Good
No
Weekly
Apartment
831
54,703
45
Male
82,910
Divorced
2
PhD
Unemployed
21.891425
Suburban
Premium
1
12
313
9
2021-08-25 15:21:39.109552
Poor
Yes
Rarely
House
1,543
54,704
25
Female
72,296
Married
0
Master's
Unemployed
17.611626
Urban
Basic
null
13
315
4
2022-07-28 15:21:39.081504
Average
No
Weekly
Apartment
1,644
54,705
21
Male
5,962
Divorced
0
Bachelor's
null
null
Rural
Basic
null
16
515
7
2020-09-03 15:21:39.202448
Average
No
Weekly
Condo
761
54,706
24
Male
null
Single
0
High School
null
37.726852
Rural
Basic
null
15
374
3
2022-03-17 15:21:39.221386
Good
Yes
Weekly
House
745
54,707
63
Female
null
Married
3
PhD
null
26.171244
Urban
Premium
0
5
675
6
2024-06-18 15:21:39.243823
Average
No
Monthly
Condo
322
54,708
34
Female
26,604
Married
0
Master's
null
13.818047
Rural
Premium
0
10
841
6
2023-06-03 15:21:39.092127
Average
Yes
Rarely
Condo
451
54,709
62
Male
28,344
Single
1
High School
Self-Employed
32.878317
Rural
Basic
null
5
562
3
2022-02-15 15:21:39.149731
Average
No
Weekly
House
977
54,710
39
Male
249
Married
2
High School
Employed
6.922883
Suburban
Premium
null
16
630
8
2023-01-27 15:21:39.179186
Average
No
Monthly
House
3,892
54,711
30
Female
null
Married
4
High School
Unemployed
23.95571
Suburban
Premium
null
9
538
3
2021-10-10 15:21:39.237118
Average
No
Rarely
Apartment
254
54,712
58
Male
119,118
Married
2
Bachelor's
Employed
47.913173
Urban
Basic
0
6
430
6
2019-11-11 15:21:39.207847
Poor
No
Monthly
Condo
227
54,713
44
Female
3,515
Single
3
PhD
null
24.05665
Suburban
Basic
0
16
476
7
2023-08-22 15:21:39.106582
Good
No
Daily
Condo
2,456
54,714
49
Female
41,844
Divorced
4
Master's
Self-Employed
15.168035
Suburban
Premium
0
2
668
1
2021-10-16 15:21:39.232526
Poor
Yes
Weekly
Condo
1,484
54,715
57
Female
45,593
Married
4
Master's
Employed
18.058678
Rural
Comprehensive
null
4
456
6
2021-10-23 15:21:39.204790
Poor
Yes
Rarely
Condo
717
54,716
49
Female
17,069
Married
3
High School
null
25.76787
Suburban
Premium
null
13
752
5
2020-07-15 15:21:39.154008
Good
Yes
Weekly
Apartment
1,470
54,717
null
Male
13,870
Divorced
1
PhD
null
40.795964
Urban
Comprehensive
null
3
738
8
2021-02-11 15:21:39.082499
Average
Yes
Monthly
Condo
2,156
54,718
19
Male
38,699
Single
0
High School
Self-Employed
36.096339
Urban
Comprehensive
1
14
492
5
2021-11-04 15:21:39.155231
Poor
Yes
Monthly
Condo
111
54,719
31
Male
35,273
Married
3
Bachelor's
null
17.876008
Rural
Premium
1
5
null
8
2023-11-12 15:21:39.210805
Good
Yes
Weekly
Condo
1,060
54,720
41
Male
27,460
Divorced
1
Master's
Unemployed
13.685858
Suburban
Premium
null
2
null
7
2020-01-05 15:21:39.149731
Good
No
Rarely
House
538
54,721
42
Female
20,248
null
0
Master's
null
26.238436
Suburban
Premium
0
0
null
4
2024-01-06 15:21:39.125660
Good
Yes
Rarely
Apartment
1,561
54,722
35
Male
39,951
Single
0
PhD
Employed
16.944174
Urban
Premium
null
17
602
8
2022-11-09 15:21:39.087123
Good
Yes
Rarely
Apartment
1,033
54,723
57
Female
57,929
Divorced
null
PhD
null
24.977478
Rural
Premium
1
6
735
9
2023-07-08 15:21:39.155231
Poor
No
Daily
Apartment
388
54,724
null
Female
5,741
Single
1
Bachelor's
Self-Employed
32.272927
Rural
Premium
0
9
null
5
2023-09-01 15:21:39.134960
Good
Yes
Daily
Condo
871
54,725
33
Female
57,114
Married
null
PhD
Unemployed
19.014311
Rural
Basic
3
8
821
3
2019-09-20 15:21:39.187211
Good
No
Daily
House
2,416
54,726
34
Female
83,942
Single
3
Master's
Employed
13.136598
Suburban
Premium
2
13
607
5
2024-04-14 15:21:39.237118
Poor
Yes
Rarely
Apartment
126
54,727
42
Male
31,989
Divorced
1
Master's
Employed
30.459988
Suburban
Comprehensive
1
17
845
3
2022-01-24 15:21:39.172097
Poor
No
Daily
Condo
833
54,728
49
Female
7,811
Married
0
Bachelor's
Self-Employed
18.097273
Rural
Comprehensive
0
19
null
7
2024-04-07 15:21:39.155231
Good
No
Daily
Apartment
2,329
54,729
61
Male
35,919
Married
2
Master's
Unemployed
28.837429
Rural
Basic
1
3
696
3
2021-11-07 15:21:39.171102
Poor
No
Weekly
Condo
821
54,730
47
Female
27,891
Married
null
PhD
Self-Employed
24.979368
Rural
Basic
null
6
739
5
2024-03-12 15:21:39.251142
Poor
Yes
Monthly
Apartment
511
54,731
29
Female
28,680
Married
2
Bachelor's
Self-Employed
38.37854
Suburban
Basic
null
4
473
5
2024-07-05 15:21:39.134960
Average
No
Weekly
House
1,409
54,732
23
Female
27,776
Divorced
1
PhD
Employed
28.859489
Rural
Basic
1
3
781
2
2024-05-14 15:21:39.155231
Good
No
Monthly
Condo
1,314
54,733
58
Male
18,646
Divorced
4
Bachelor's
Unemployed
30.547391
Urban
Premium
0
7
null
9
2023-07-31 15:21:39.256696
Good
No
Weekly
House
26
54,734
61
Male
68,889
Single
4
PhD
null
20.792667
Urban
Comprehensive
3
6
530
3
2019-08-29 15:21:39.155231
Average
Yes
Monthly
House
3,249
54,735
47
Female
6,098
Single
2
High School
Self-Employed
16.717916
Rural
Comprehensive
null
3
573
5
2023-07-04 15:21:39.147735
Poor
Yes
Rarely
House
549
54,736
47
Female
22,853
Divorced
null
Master's
null
18.385963
Rural
Basic
0
3
746
3
2024-03-20 15:21:39.155231
Poor
No
Monthly
House
474
54,737
44
Male
38,963
Divorced
null
Master's
Self-Employed
40.266624
Suburban
Basic
1
2
691
7
2022-09-08 15:21:39.155231
Poor
Yes
Weekly
House
1,604
54,738
22
Female
80,942
Divorced
2
Bachelor's
Unemployed
null
Suburban
Basic
0
0
749
9
2022-11-11 15:21:39.134960
Poor
No
Weekly
House
130
54,739
22
Female
93,371
Divorced
2
Bachelor's
null
49.737247
Suburban
Basic
0
9
538
9
2020-11-03 15:21:39.230483
null
Yes
Rarely
Condo
2,333
54,740
23
Female
11,253
Married
2
Bachelor's
Employed
44.377919
Rural
Premium
0
10
452
7
2022-04-25 15:21:39.191219
Average
Yes
Daily
House
1,221
54,741
47
Male
79,895
Married
4
Master's
Unemployed
39.038477
Urban
Comprehensive
0
3
571
1
2021-10-25 15:21:39.134960
Average
No
Rarely
Apartment
381
54,742
23
Female
34,294
Divorced
0
PhD
Self-Employed
21.769153
Suburban
Premium
2
3
602
5
2024-07-19 15:21:39.146733
Average
Yes
Daily
Apartment
1,284
54,743
22
Female
24,603
Married
1
High School
null
15.993438
Rural
Premium
1
19
582
3
2020-04-10 15:21:39.134960
Average
Yes
Weekly
House
531
54,744
33
Male
8,900
Divorced
4
Master's
null
16.238351
Rural
Comprehensive
2
2
632
3
2022-07-28 15:21:39.170099
Poor
Yes
Weekly
Condo
1,581
54,745
38
Male
109,945
Single
4
High School
Employed
null
Suburban
Premium
0
7
447
9
2022-01-26 15:21:39.123711
Average
No
Daily
House
1,738
54,746
27
Male
26,700
Married
2
Master's
Unemployed
null
Urban
Premium
0
18
573
6
2024-08-12 15:21:39.177724
Poor
Yes
Daily
Apartment
535
54,747
60
Male
30,892
Married
1
Bachelor's
Self-Employed
28.126721
Suburban
Basic
2
7
661
6
2022-04-10 15:21:39.092127
Good
Yes
Monthly
Apartment
36
54,748
45
Female
24,486
Married
4
PhD
Unemployed
16.819361
Suburban
Basic
null
14
636
5
2019-09-11 15:21:39.151732
Poor
Yes
Rarely
House
588
54,749
44
Female
1,285
Divorced
2
Bachelor's
Employed
41.274576
Rural
Basic
0
9
483
4
2023-10-31 15:21:39.155231
Good
Yes
Daily
Condo
819
54,750
46
Female
5,047
Single
2
Master's
null
16.858284
Suburban
Comprehensive
1
0
null
1
2021-03-16 15:21:39.155231
Average
Yes
Daily
Condo
2,458
54,751
48
Male
15,892
Married
4
PhD
Employed
null
Urban
Basic
null
5
776
9
2024-07-23 15:21:39.261856
Poor
Yes
Weekly
Condo
614
54,752
19
Male
33,264
Divorced
0
Master's
Self-Employed
37.068813
Urban
Premium
null
13
null
2
2021-10-09 15:21:39.114118
Poor
Yes
Daily
Condo
28
54,753
19
Female
15,959
Divorced
3
PhD
null
44.738334
Urban
Basic
null
5
null
1
2020-04-12 15:21:39.134960
Poor
No
Daily
House
50
54,754
61
Female
37,881
Married
null
High School
Unemployed
null
Urban
Basic
null
7
720
6
2019-11-06 15:21:39.217387
Average
Yes
Daily
Condo
447
54,755
52
Female
3,246
Married
4
Bachelor's
Employed
11.744154
Rural
Premium
1
16
848
3
2019-09-17 15:21:39.201446
Average
No
Daily
Apartment
1,052
54,756
57
Male
98,332
Married
null
Master's
Employed
45.865208
Suburban
Premium
null
1
472
1
2024-04-26 15:21:39.283783
Poor
Yes
Weekly
House
3,742
54,757
20
Male
36,454
Married
0
Master's
null
28.603465
Rural
Basic
0
9
499
6
2022-07-29 15:21:39.177724
Average
No
Daily
Apartment
692
54,758
60
Male
38,193
Divorced
4
High School
Self-Employed
45.711183
Suburban
Premium
2
16
592
1
2020-06-06 15:21:39.237118
Average
No
Monthly
Apartment
1,892
54,759
60
Male
2,956
Divorced
3
High School
Employed
8.67108
Rural
Comprehensive
0
15
710
3
2020-12-21 15:21:39.224915
null
Yes
Daily
Condo
593
54,760
53
Male
23,894
Divorced
2
PhD
Self-Employed
28.781601
Suburban
Comprehensive
0
2
768
9
2022-02-20 15:21:39.266452
Poor
No
Rarely
Condo
473
54,761
29
Male
10,961
Single
3
PhD
null
11.895995
Suburban
Comprehensive
0
11
null
2
2022-12-05 15:21:39.211806
Average
No
Rarely
Condo
573
54,762
40
Male
20,897
Single
2
Bachelor's
null
22.596069
Suburban
Comprehensive
0
10
null
9
2024-08-04 15:21:39.188220
Average
Yes
Weekly
House
907
54,763
54
Male
41,003
Married
2
Bachelor's
Employed
23.059838
Suburban
Premium
1
5
629
7
2020-12-07 15:21:39.194829
Poor
Yes
Monthly
Apartment
913
54,764
51
Male
8,761
Married
3
PhD
Unemployed
23.096184
Suburban
Basic
3
4
580
3
2021-07-24 15:21:39.171102
Average
Yes
Weekly
House
491
54,765
59
Female
1,314
Married
0
Master's
null
18.935362
Suburban
Comprehensive
2
1
508
4
2021-10-08 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,273
54,766
33
Female
null
Single
3
PhD
Employed
44.793401
Rural
Comprehensive
2
8
585
1
2019-12-16 15:21:39.167099
Average
Yes
Rarely
Condo
1,851
54,767
28
Male
63,959
Single
1
High School
null
42.097641
Suburban
Basic
1
13
612
9
2022-01-02 15:21:39.223901
Average
No
Weekly
Apartment
329
54,768
51
Female
35,123
Divorced
null
PhD
Unemployed
22.929252
Rural
Basic
1
1
null
6
2023-02-26 15:21:39.283783
Good
No
Monthly
Apartment
686
54,769
33
Female
67,061
Divorced
1
High School
Employed
8.94667
Urban
Basic
3
19
331
4
2023-10-11 15:21:39.282785
Average
No
Daily
House
715
54,770
49
Male
17,111
Single
2
Bachelor's
Employed
36.067231
Urban
Premium
null
18
829
8
2021-10-23 15:21:39.237118
Good
No
Daily
House
632
54,771
35
Female
8,991
Single
null
Bachelor's
Unemployed
15.293926
Urban
Premium
0
4
376
2
2019-09-04 15:21:39.236064
Good
No
Weekly
House
2,711
54,772
37
Male
30,791
Married
null
PhD
Unemployed
22.085155
Rural
Basic
1
4
727
9
2023-06-14 15:21:39.092127
Poor
Yes
Monthly
Apartment
1,819
54,773
48
Female
43,740
Divorced
null
Master's
Employed
27.823249
Suburban
Premium
1
13
570
4
2019-12-12 15:21:39.155231
null
No
Monthly
Condo
570
54,774
35
Male
104
Married
1
Master's
Employed
11.929422
Rural
Comprehensive
null
10
584
2
2022-09-13 15:21:39.085129
Poor
Yes
Rarely
Apartment
876
54,775
38
Female
null
Divorced
4
High School
Employed
10.015956
Urban
Basic
null
12
310
3
2021-08-11 15:21:39.134960
Average
No
Weekly
Apartment
602
54,776
57
Male
24,891
Married
3
PhD
Employed
8.737291
Rural
Comprehensive
null
1
742
2
2023-01-30 15:21:39.254678
Good
No
Rarely
House
20
54,777
53
Male
132,703
Married
1
PhD
null
20.719364
Suburban
Premium
null
5
null
9
2019-09-04 15:21:39.186212
Average
No
Weekly
House
111
54,778
18
Male
49,079
Single
0
High School
null
28.354788
Suburban
Basic
null
11
319
3
2019-10-27 15:21:39.102694
Good
No
Rarely
House
2,079
54,779
42
Female
5,857
Divorced
1
Master's
Employed
34.927667
Suburban
Basic
0
9
534
6
2021-05-26 15:21:39.237118
Average
No
Rarely
Condo
533
54,780
52
Male
2,314
Single
4
PhD
null
21.356051
Urban
Comprehensive
null
3
757
4
2021-10-01 15:21:39.155231
null
No
Daily
Condo
1,325
54,781
25
Male
23,891
Married
1
Bachelor's
null
26.898186
Rural
Basic
0
14
810
4
2023-03-27 15:21:39.146733
Average
Yes
Daily
Apartment
1,375
54,782
32
Male
1,223
Divorced
null
PhD
Employed
9.377438
Rural
Premium
null
14
803
7
2019-12-11 15:21:39.202448
Poor
Yes
Daily
Condo
2,597
54,783
30
Male
5,700
Divorced
3
Bachelor's
Employed
25.168548
Suburban
Comprehensive
null
11
727
5
2022-09-08 15:21:39.256696
Average
Yes
Weekly
Condo
48
54,784
31
Female
32,935
Divorced
4
Master's
Unemployed
38.085427
Rural
Basic
null
19
null
9
2023-09-06 15:21:39.200452
Poor
No
Daily
House
1,731
54,785
36
Male
58,826
Divorced
2
PhD
Employed
16.554785
Urban
Comprehensive
1
10
613
2
2020-04-17 15:21:39.220389
Average
Yes
Monthly
Condo
313
54,786
44
Female
1,368
Married
0
Master's
null
29.986132
Rural
Comprehensive
null
17
374
1
2023-02-02 15:21:39.149731
Average
No
Monthly
Condo
403
54,787
28
Female
547
Married
1
High School
null
10.908585
Rural
Premium
2
2
582
7
2023-03-11 15:21:39.151732
Good
No
Rarely
House
2,200
54,788
58
Female
24,996
Divorced
2
Master's
Self-Employed
15.314826
Rural
Basic
null
1
554
8
2021-12-09 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,534
54,789
59
Male
43,986
Married
3
PhD
null
16.734628
Suburban
Premium
null
5
784
2
2023-03-06 15:21:39.155231
Average
No
Monthly
House
1,664
54,790
56
Female
91,617
Single
3
PhD
null
50.627861
Suburban
Premium
0
9
587
1
2024-04-07 15:21:39.231531
null
No
Daily
Condo
587
54,791
62
Male
23,188
Married
0
Bachelor's
Unemployed
36.818628
Suburban
Premium
1
7
533
3
2022-04-20 15:21:39.245086
Average
No
Weekly
Apartment
1,419
54,792
18
Female
3,617
Divorced
1
PhD
Employed
17.861217
Rural
Basic
null
15
391
5
2020-10-23 15:21:39.145732
Average
Yes
Monthly
Apartment
256
54,793
39
Male
24,963
Single
3
PhD
Employed
7.986328
Rural
Premium
1
13
658
9
2024-07-26 15:21:39.155231
Poor
No
Daily
House
2,370
54,794
20
Male
1,894
null
0
PhD
Unemployed
22.578718
Suburban
Premium
null
19
679
2
2024-08-03 15:21:39.145732
null
No
Weekly
House
391
54,795
64
Male
6,724
Married
0
High School
Employed
8.835124
Rural
Comprehensive
2
5
611
8
2023-01-03 15:21:39.281787
Average
Yes
Weekly
Apartment
415
54,796
32
Male
92,298
Married
2
PhD
Unemployed
51.883464
Urban
Comprehensive
0
12
null
1
2023-12-14 15:21:39.134960
Average
No
Rarely
Condo
686
54,797
44
Female
27,155
Divorced
0
High School
Employed
26.132014
Rural
Comprehensive
0
0
464
1
2020-08-14 15:21:39.237118
Good
Yes
Rarely
Apartment
196
54,798
26
Male
12,791
Divorced
2
PhD
Unemployed
18.827062
Suburban
Premium
null
13
null
5
2024-01-09 15:21:39.134960
Average
Yes
Daily
House
735
54,799
51
Female
16,381
Single
0
PhD
Unemployed
12.473016
Rural
Premium
1
19
578
1
2019-12-20 15:21:39.155231
Average
Yes
Daily
House
1,678