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
1,199,700
52
Male
5,876
Divorced
0
PhD
null
null
Suburban
Basic
0
15
431
1
2021-03-23 15:21:39.194829
Poor
No
Monthly
Apartment
827
1,199,701
null
Male
30,779
Divorced
3
Master's
null
43.824276
Suburban
Comprehensive
0
15
602
4
2019-12-05 15:21:39.155231
Average
Yes
Daily
House
1,176
1,199,702
48
Female
24,249
Single
4
Bachelor's
Employed
17.378313
Urban
Basic
0
17
779
2
2021-08-02 15:21:39.104139
Good
Yes
Weekly
Apartment
464
1,199,703
54
Male
7,925
Married
3
PhD
null
10.928283
Rural
Comprehensive
0
16
761
3
2024-01-05 15:21:39.155231
Poor
No
Weekly
Condo
1,281
1,199,704
null
Male
46,495
Divorced
3
Master's
null
11.08857
Suburban
Premium
null
11
308
9
2023-10-15 15:21:39.283783
Poor
No
Monthly
House
816
1,199,705
18
Female
28,409
Single
0
High School
null
43.092185
Suburban
Comprehensive
1
4
494
6
2024-04-26 15:21:39.120168
Average
No
Monthly
Condo
713
1,199,706
41
Male
140,519
Single
4
High School
Employed
43.385881
Suburban
Basic
0
0
411
7
2020-01-06 15:21:39.237118
Poor
No
Rarely
House
531
1,199,707
47
Female
100,735
Divorced
4
Bachelor's
Self-Employed
null
Rural
Premium
0
17
337
2
2023-12-31 15:21:39.152732
Average
Yes
Daily
Apartment
1,208
1,199,708
50
Male
30,274
Single
3
Master's
Self-Employed
17.682338
Urban
Basic
0
17
521
8
2024-05-18 15:21:39.285112
Average
Yes
Monthly
Condo
696
1,199,709
51
Female
20,695
Divorced
2
Bachelor's
Self-Employed
35.878475
Urban
Basic
1
12
551
8
2024-06-30 15:21:39.226954
Average
No
Rarely
Apartment
714
1,199,710
34
Male
10,797
Divorced
0
PhD
Employed
6.939364
Suburban
Comprehensive
null
7
439
6
2022-03-31 15:21:39.087123
Average
No
Daily
Condo
2,275
1,199,711
55
Male
9,073
Married
null
High School
null
51.586929
Urban
Basic
null
16
836
1
2021-02-26 15:21:39.173834
Poor
Yes
Monthly
Condo
532
1,199,712
24
Male
null
Married
null
Master's
Unemployed
25.567649
Rural
Premium
3
6
838
3
2022-06-06 15:21:39.196387
null
Yes
Weekly
Apartment
955
1,199,713
25
Female
18,094
Divorced
0
Bachelor's
null
17.902308
Urban
Basic
null
0
null
6
2021-12-09 15:21:39.134960
Average
Yes
Weekly
Condo
468
1,199,714
63
Female
29,092
Divorced
3
Bachelor's
Unemployed
14.231836
Rural
Premium
null
1
772
4
2024-05-24 15:21:39.226954
Good
No
Weekly
House
2,473
1,199,715
23
Male
122,338
Married
2
PhD
null
20.918351
Urban
Basic
null
18
504
8
2022-03-27 15:21:39.147735
Average
Yes
Weekly
Condo
1,889
1,199,716
54
Male
27,111
Married
2
Master's
Self-Employed
35.186848
Suburban
Basic
null
15
731
9
2024-05-18 15:21:39.265513
Poor
Yes
Monthly
Apartment
1,137
1,199,717
57
Male
29,892
Single
0
Bachelor's
null
9.332619
Urban
Basic
0
11
813
2
2021-02-24 15:21:39.134960
Poor
Yes
Monthly
Condo
508
1,199,718
55
Male
19,451
Single
2
PhD
Employed
9.904214
Suburban
Comprehensive
1
15
764
5
2023-03-07 15:21:39.260856
Good
No
Weekly
Condo
385
1,199,719
28
Male
7,923
Married
4
Master's
Self-Employed
3.48243
Rural
Premium
0
13
586
9
2020-03-19 15:21:39.185215
Average
Yes
Daily
House
478
1,199,720
43
Female
16,072
Divorced
2
PhD
null
23.068388
Suburban
Comprehensive
null
19
null
3
2023-05-24 15:21:39.102694
Good
Yes
Monthly
House
471
1,199,721
49
Female
50,009
Divorced
4
PhD
Employed
15.828883
Rural
Premium
1
3
379
8
2020-06-24 15:21:39.124659
Good
No
Rarely
Condo
605
1,199,722
46
Male
32,271
Divorced
4
High School
Unemployed
34.715877
Suburban
Basic
null
11
522
8
2021-09-01 15:21:39.172097
Good
Yes
Monthly
House
991
1,199,723
63
Female
113,818
Divorced
2
Bachelor's
null
42.913234
Suburban
Premium
1
19
null
6
2023-04-11 15:21:39.134960
Poor
No
Daily
Apartment
382
1,199,724
21
Female
121,097
Divorced
null
PhD
Unemployed
22.929144
Rural
Comprehensive
2
12
452
4
2022-02-21 15:21:39.134960
Poor
No
Daily
Condo
1,827
1,199,725
29
Male
31,008
Divorced
0
Bachelor's
Employed
31.078352
Rural
Comprehensive
null
9
416
4
2021-01-15 15:21:39.217387
Average
Yes
Weekly
Apartment
992
1,199,726
31
Male
66,737
Divorced
2
Master's
null
19.539506
Urban
Basic
1
14
745
2
2023-03-16 15:21:39.224915
Good
Yes
Rarely
Apartment
107
1,199,727
61
Female
16,193
Single
0
Bachelor's
Self-Employed
null
Rural
Comprehensive
1
10
837
4
2020-06-21 15:21:39.169102
Good
Yes
Rarely
Condo
672
1,199,728
62
Female
1,813
Married
2
Master's
Unemployed
26.25602
Urban
Basic
4
11
482
8
2022-05-04 15:21:39.289099
Average
Yes
Weekly
House
1,027
1,199,729
31
Female
36,513
Married
null
High School
Unemployed
16.130184
Rural
Comprehensive
1
10
813
2
2021-08-15 15:21:39.250151
Average
No
Monthly
Condo
211
1,199,730
26
Female
4,401
Single
2
Bachelor's
Self-Employed
48.555423
Urban
Premium
null
14
445
6
2021-07-07 15:21:39.093681
Poor
No
Rarely
House
1,777
1,199,731
57
Male
21,997
Married
null
Master's
Employed
34.049631
Suburban
Basic
1
15
571
2
2024-04-13 15:21:39.194829
Good
No
Monthly
House
381
1,199,732
31
Female
18,500
Divorced
null
High School
Employed
20.011338
Urban
Premium
2
4
627
4
2021-09-07 15:21:39.126661
Good
Yes
Monthly
Apartment
2,213
1,199,733
60
Male
103,679
Married
1
High School
Unemployed
39.869187
Urban
Basic
null
1
null
6
2021-05-14 15:21:39.223390
Average
No
Weekly
Apartment
67
1,199,734
57
Female
17,084
Single
3
High School
Self-Employed
34.920036
Rural
Basic
1
0
811
2
2024-07-28 15:21:39.247098
Poor
Yes
Weekly
Condo
609
1,199,735
26
Female
34,456
Divorced
1
PhD
null
43.676091
Suburban
Comprehensive
0
5
324
9
2023-04-01 15:21:39.181605
Good
Yes
Daily
Apartment
1,115
1,199,736
45
Female
48,866
Single
null
High School
Unemployed
43.382278
Suburban
Premium
0
11
779
9
2019-10-06 15:21:39.257696
Poor
No
Monthly
Apartment
88
1,199,737
19
Female
39,079
Single
3
Bachelor's
Unemployed
null
Suburban
Premium
2
18
787
7
2021-05-06 15:21:39.276901
Good
Yes
Monthly
House
769
1,199,738
62
Female
12,983
Divorced
3
PhD
null
21.988874
Urban
Comprehensive
null
16
607
2
2023-11-27 15:21:39.134960
Good
No
Weekly
House
439
1,199,739
47
Male
61,461
Single
4
PhD
Employed
16.727571
Rural
Premium
null
14
734
5
2022-09-06 15:21:39.173834
Good
Yes
Daily
Apartment
242
1,199,740
25
Male
64,260
Single
2
Bachelor's
Self-Employed
21.066901
Urban
Comprehensive
0
17
562
2
2023-04-13 15:21:39.081504
Average
Yes
Daily
Condo
117
1,199,741
38
Female
3,577
Married
0
High School
Self-Employed
null
Suburban
Premium
4
13
395
1
2024-06-04 15:21:39.271453
Average
Yes
Monthly
Condo
585
1,199,742
28
Female
102,278
Single
0
Bachelor's
Self-Employed
10.935393
Suburban
Basic
0
0
718
3
2023-10-06 15:21:39.134960
Good
No
Daily
Apartment
4,533
1,199,743
20
Male
2,371
Married
2
High School
null
23.233715
Urban
Basic
3
18
382
2
2019-09-16 15:21:39.192212
Good
No
Daily
Apartment
991
1,199,744
28
Female
18,380
Divorced
3
Master's
Self-Employed
30.772361
Rural
Premium
0
18
564
5
2022-05-20 15:21:39.166062
null
No
Rarely
Condo
545
1,199,745
28
Male
15,610
Divorced
4
Bachelor's
Unemployed
36.682048
Urban
Comprehensive
1
18
null
6
2023-01-29 15:21:39.254678
Poor
No
Monthly
Apartment
522
1,199,746
42
Female
726
Single
1
PhD
Self-Employed
null
Urban
Basic
null
13
576
9
2021-05-25 15:21:39.131192
Average
Yes
Monthly
House
833
1,199,747
64
Female
62,814
Married
3
Bachelor's
Employed
20.61675
Rural
Basic
1
12
442
1
2020-11-13 15:21:39.155231
Good
Yes
Rarely
House
724
1,199,748
35
Female
121,760
Divorced
3
PhD
Self-Employed
17.92223
Suburban
Comprehensive
null
7
807
5
2020-11-11 15:21:39.230483
Good
No
Daily
Apartment
425
1,199,749
33
Female
66,154
Divorced
null
PhD
Employed
23.902125
Suburban
Basic
1
3
748
7
2020-02-12 15:21:39.254678
Good
Yes
Weekly
Apartment
3,690
1,199,750
55
Female
11,904
Married
2
PhD
Employed
23.624134
Suburban
Premium
null
11
659
3
2021-09-17 15:21:39.105504
Good
Yes
Daily
House
86
1,199,751
45
Male
27,234
Divorced
1
High School
Employed
12.241483
Suburban
Basic
2
4
null
3
2024-07-02 15:21:39.122134
Good
No
Weekly
Condo
1,443
1,199,752
null
Male
25,602
Divorced
0
High School
Self-Employed
10.869844
Rural
Basic
null
19
391
8
2020-01-14 15:21:39.134960
Good
No
Monthly
Condo
615
1,199,753
55
Male
35,333
Divorced
3
Master's
Employed
39.922712
Urban
Basic
1
18
449
4
2024-06-03 15:21:39.181605
Good
Yes
Weekly
Condo
1,643
1,199,754
33
Male
125,361
Divorced
2
PhD
Employed
40.704203
Rural
Premium
null
3
326
3
2023-09-05 15:21:39.154008
Good
No
Daily
Condo
2,553
1,199,755
22
Male
1,575
Married
3
PhD
null
29.89395
Suburban
Premium
5
12
632
4
2022-01-31 15:21:39.134960
null
No
Weekly
Condo
1,012
1,199,756
56
Male
17,649
Divorced
1
High School
Employed
19.077673
Rural
Basic
1
17
441
3
2021-02-16 15:21:39.086123
Average
No
Monthly
House
811
1,199,757
46
Female
null
Married
3
High School
null
17.869551
Urban
Premium
2
18
439
7
2022-01-15 15:21:39.086123
Average
Yes
Daily
Condo
1,438
1,199,758
61
Male
50,726
Single
0
PhD
null
51.414879
Rural
Comprehensive
0
0
610
9
2024-06-14 15:21:39.081504
Good
No
Daily
Apartment
170
1,199,759
18
Female
30,687
Married
2
Master's
null
19.037358
Suburban
Basic
1
1
446
2
2020-04-12 15:21:39.145732
Poor
No
Rarely
Condo
3,078
1,199,760
37
Male
9,982
Single
1
PhD
Employed
18.26744
Urban
Premium
3
0
705
2
2023-05-11 15:21:39.283783
Good
No
Rarely
Apartment
758
1,199,761
61
Male
10,981
Divorced
2
PhD
null
29.003859
Suburban
Comprehensive
0
9
783
8
2024-06-01 15:21:39.093681
Average
No
Weekly
Condo
1,110
1,199,762
62
Male
29,047
Single
0
High School
Self-Employed
29.908171
Rural
Basic
0
18
580
1
2020-10-24 15:21:39.097737
Good
No
Daily
Apartment
1,926
1,199,763
34
Male
81,204
Married
0
Bachelor's
null
38.514624
Urban
Comprehensive
0
19
463
2
2021-07-08 15:21:39.149731
Average
No
Daily
House
153
1,199,764
23
Male
83,534
Single
0
Master's
Employed
13.948284
Urban
Premium
2
12
454
1
2023-11-24 15:21:39.090124
null
Yes
Rarely
Condo
893
1,199,765
27
Female
9,688
Divorced
4
Master's
Employed
8.87936
Urban
Comprehensive
2
8
null
9
2022-07-08 15:21:39.123711
Poor
Yes
Rarely
Apartment
1,543
1,199,766
59
Female
15,289
Single
null
High School
null
6.639322
Urban
Comprehensive
null
8
790
3
2024-02-07 15:21:39.087123
Good
No
Daily
House
112
1,199,767
54
Female
22,041
Single
2
PhD
Employed
39.8162
Urban
Comprehensive
null
5
537
6
2021-04-13 15:21:39.134960
Good
Yes
Daily
Condo
400
1,199,768
63
Male
94,427
Married
2
PhD
Self-Employed
22.270015
Rural
Comprehensive
null
17
333
1
2020-01-03 15:21:39.175719
Average
No
Weekly
Apartment
1,731
1,199,769
19
Female
null
Divorced
0
High School
Self-Employed
null
Suburban
Comprehensive
1
4
662
2
2021-12-30 15:21:39.206847
null
Yes
Monthly
Condo
495
1,199,770
40
Female
3,074
Married
1
PhD
Employed
25.308815
Urban
Basic
null
3
765
6
2023-11-23 15:21:39.272456
Good
Yes
Rarely
Condo
310
1,199,771
26
Female
44,385
Married
1
High School
Self-Employed
9.988732
Rural
Comprehensive
0
17
626
6
2020-11-14 15:21:39.155231
Poor
No
Rarely
Apartment
119
1,199,772
null
Male
96,719
Married
1
High School
Employed
null
Suburban
Premium
null
0
498
7
2023-11-07 15:21:39.155231
Good
Yes
Weekly
Condo
963
1,199,773
34
Female
48,175
Married
2
High School
Employed
36.81643
Urban
Comprehensive
1
7
696
9
2022-12-25 15:21:39.244069
Average
Yes
Monthly
Condo
412
1,199,774
54
Female
3,129
Single
0
PhD
Unemployed
17.922674
Rural
Comprehensive
2
9
543
6
2021-12-26 15:21:39.112553
Poor
Yes
Weekly
Apartment
836
1,199,775
25
Female
38,729
Divorced
2
PhD
Unemployed
39.253948
Suburban
Comprehensive
null
2
724
1
2021-07-04 15:21:39.085129
Good
No
Daily
Condo
254
1,199,776
32
Female
52,319
Divorced
1
High School
Self-Employed
26.839094
Urban
Basic
null
13
352
4
2019-11-01 15:21:39.237118
Good
No
Rarely
Condo
2,925
1,199,777
31
Male
929
null
4
Master's
Self-Employed
22.72601
Rural
Basic
null
15
539
1
2023-07-23 15:21:39.120168
Good
Yes
Rarely
House
2,417
1,199,778
31
Male
13,791
Single
3
High School
null
37.752309
Rural
Basic
null
16
487
1
2023-01-20 15:21:39.237118
Good
No
Daily
House
552
1,199,779
55
Female
137,940
Single
3
High School
Unemployed
12.505511
Suburban
Comprehensive
3
10
446
3
2024-02-26 15:21:39.270454
Poor
Yes
Daily
Apartment
803
1,199,780
49
Male
28,886
Divorced
4
Bachelor's
null
7.226577
Suburban
Comprehensive
2
16
748
8
2024-03-05 15:21:39.155231
Good
No
Rarely
Condo
1,603
1,199,781
53
Female
23,457
Divorced
1
Bachelor's
Unemployed
null
Suburban
Basic
2
10
764
1
2023-12-22 15:21:39.167099
Good
Yes
Daily
Apartment
649
1,199,782
39
Male
33,002
Divorced
1
Bachelor's
Self-Employed
19.417968
Suburban
Premium
null
0
442
9
2022-04-12 15:21:39.193945
Average
No
Rarely
Condo
1,053
1,199,783
54
Female
15,034
Married
1
Master's
Unemployed
41.637429
Urban
Premium
0
19
718
8
2021-12-10 15:21:39.134960
Average
Yes
Weekly
Condo
926
1,199,784
null
Male
24,298
Single
2
High School
Self-Employed
43.09381
Suburban
Basic
0
11
null
6
2021-11-06 15:21:39.204790
Good
No
Weekly
Apartment
1,102
1,199,785
32
Male
21,515
Married
3
Bachelor's
Employed
36.142931
Suburban
Premium
null
8
597
3
2020-05-04 15:21:39.290098
Good
Yes
Rarely
Apartment
375
1,199,786
37
Female
55,942
Single
0
Master's
Employed
12.811697
Urban
Basic
null
15
null
5
2021-09-09 15:21:39.147735
Poor
Yes
Rarely
House
45
1,199,787
35
Male
34,290
Married
4
PhD
Employed
5.739168
Urban
Comprehensive
0
11
543
3
2022-07-30 15:21:39.155231
null
Yes
Daily
Condo
1,620
1,199,788
56
Female
3,939
Married
null
PhD
Self-Employed
23.451326
Suburban
Premium
1
2
812
5
2022-08-23 15:21:39.180553
Average
No
Daily
Condo
2,592
1,199,789
50
Female
11,577
Married
4
Bachelor's
null
28.816862
Suburban
Comprehensive
3
19
null
7
2022-03-02 15:21:39.155231
Average
No
Rarely
Condo
2,289
1,199,790
23
Male
1,700
Single
4
Master's
null
21.89416
Urban
Basic
0
19
818
1
2023-10-31 15:21:39.134960
Good
Yes
Daily
Apartment
27
1,199,791
34
Female
12,330
Married
3
PhD
Unemployed
49.961373
Rural
Basic
1
14
null
7
2021-04-28 15:21:39.129190
null
Yes
Monthly
Condo
1,272
1,199,792
64
Female
4,079
Divorced
3
Master's
Employed
23.959761
Rural
Basic
0
2
673
1
2021-02-27 15:21:39.155231
Good
No
Daily
House
35
1,199,793
64
Male
66,969
Single
4
Master's
Self-Employed
26.396701
Suburban
Premium
2
15
695
7
2019-12-02 15:21:39.271453
Good
Yes
Monthly
House
394
1,199,794
47
Female
90,131
Single
null
High School
Unemployed
35.131136
Suburban
Comprehensive
2
19
731
7
2019-09-11 15:21:39.196387
Poor
No
Daily
Apartment
147
1,199,795
27
Male
5,276
Single
2
High School
Self-Employed
12.249984
Urban
Premium
1
15
625
4
2020-01-26 15:21:39.226954
Average
No
Monthly
Condo
2,678
1,199,796
63
Female
25,148
Single
2
PhD
Employed
32.050122
Urban
Premium
null
7
null
6
2020-02-11 15:21:39.155231
Good
Yes
Weekly
Condo
3,167
1,199,797
49
Male
1,937
Married
4
Bachelor's
Self-Employed
30.71171
Urban
Comprehensive
2
12
651
5
2021-05-01 15:21:39.145732
Average
Yes
Daily
Apartment
907
1,199,798
47
Female
10,131
Single
0
Bachelor's
null
39.560712
Suburban
Comprehensive
1
7
778
6
2021-10-14 15:21:39.266452
Poor
No
Weekly
House
788
1,199,799
28
Female
122,377
Divorced
4
Master's
null
25.528569
Suburban
Basic
null
11
828
7
2019-12-01 15:21:39.109552
null
Yes
Monthly
House
184